Model parameters: d_model 768 ffw_size 3072 kv_size 64 n_heads 12 n_layers 15
Megatron-DeepSpeed/pretrain_gpt.py --tensor-model-parallel-size 1 --pipeline-model-parallel-size 1 --num-layers 15 --hidden-size 768 --num-attention-heads 12 --kv-channels 64 --ffn-hidden-size 3072 --seq-length 2048 --max-position-embeddings 2048 --micro-batch-size 4 --global-batch-size 256 --train-samples 9_703_701 --vocab-file gpt2/vocab.json --merge-file gpt2/merges.txt --loss-scale 12 --clip-grad 1.0 --kill-switch-path kill-switch-146m20b100m --bf16 --checkpoint-activations --optimizer adam --adam-beta1 0.9 --adam-beta2 0.999 --adam-eps 1e-8 --lr 2e-4 --min-lr 2e-5 --lr-decay-style cosine --lr-decay-samples 9_703_701 --lr-warmup-samples 97_037 --clip-grad 1.0 --weight-decay 1e-1 --log-interval 10 --save-interval 1000 --eval-interval 1000 --eval-iters 1 --tensorboard-dir tensorboard_146m20b100m --tensorboard-queue-size 5 --log-timers-to-tensorboard --log-batch-size-to-tensorboard --log-validation-ppl-to-tensorboard --save checkpoints_146m20b100m --load checkpoints_146m20b100m --train-weighted-split-paths-path train100m.txt --valid-weighted-split-paths-path val.txt --data-impl mmap --deepspeed --deepspeed_config ds_configs/3303640.json --zero-stage 0
START 3303640: Tue 14 Mar 2023 11:47:54 AM EET
0: 
0: 
0: ======================= ROCm System Management Interface =======================
0: ================================= Concise Info =================================
0: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
0: 0    40.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 1    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 2    37.0c  77.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 3    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 4    42.0c  90.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 5    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: 6    44.0c  73.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
0: 7    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
0: ================================================================================
0: ============================= End of ROCm SMI Log ==============================
5: 
5: 
5: ======================= ROCm System Management Interface =======================
5: ================================= Concise Info =================================
5: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
5: 0    44.0c  97.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 1    52.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 2    42.0c  90.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 3    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 4    46.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 5    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: 6    39.0c  98.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
5: 7    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
5: ================================================================================
5: ============================= End of ROCm SMI Log ==============================
2: 
2: 
2: ======================= ROCm System Management Interface =======================
2: ================================= Concise Info =================================
2: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
2: 0    52.0c  90.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 1    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 2    41.0c  86.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 3    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 4    41.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 5    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: 6    43.0c  80.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
2: 7    42.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
2: ================================================================================
2: ============================= End of ROCm SMI Log ==============================
6: 
6: 
6: ======================= ROCm System Management Interface =======================
6: ================================= Concise Info =================================
6: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
6: 0    41.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 1    52.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 2    43.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 3    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 4    47.0c  84.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 5    49.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: 6    41.0c  81.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
6: 7    38.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
6: ================================================================================
6: ============================= End of ROCm SMI Log ==============================
1: 
1: 
1: ======================= ROCm System Management Interface =======================
1: ================================= Concise Info =================================
1: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
1: 0    51.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 1    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 2    43.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 3    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 4    43.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 5    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: 6    41.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
1: 7    45.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
1: ================================================================================
1: ============================= End of ROCm SMI Log ==============================
7: 
7: 
7: ======================= ROCm System Management Interface =======================
7: ================================= Concise Info =================================
7: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
7: 0    47.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 1    47.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 2    41.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 3    41.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 4    44.0c  89.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 5    41.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: 6    42.0c  104.0W  800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
7: 7    42.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
7: ================================================================================
7: ============================= End of ROCm SMI Log ==============================
4: 
4: 
4: ======================= ROCm System Management Interface =======================
4: ================================= Concise Info =================================
4: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
4: 0    43.0c  94.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 1    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 2    42.0c  98.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 3    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 4    43.0c  86.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 5    43.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: 6    38.0c  91.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
4: 7    44.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
4: ================================================================================
4: ============================= End of ROCm SMI Log ==============================
3: 
3: 
3: ======================= ROCm System Management Interface =======================
3: ================================= Concise Info =================================
3: GPU  Temp   AvgPwr  SCLK    MCLK     Fan  Perf  PwrCap  VRAM%  GPU%  
3: 0    43.0c  88.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 1    48.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 2    42.0c  78.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 3    46.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 4    43.0c  87.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 5    49.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: 6    45.0c  92.0W   800Mhz  1600Mhz  0%   auto  560.0W    0%   0%    
3: 7    40.0c  N/A     800Mhz  1600Mhz  0%   auto  0.0W      0%   0%    
3: ================================================================================
3: ============================= End of ROCm SMI Log ==============================
0: Launching on nid005610 (0/8), master nid005610 port 9999, GPUs 8, CUDA: True
6: Launching on nid005616 (6/8), master nid005610 port 9999, GPUs 8, CUDA: True
1: Launching on nid005611 (1/8), master nid005610 port 9999, GPUs 8, CUDA: True
5: Launching on nid005615 (5/8), master nid005610 port 9999, GPUs 8, CUDA: True
2: Launching on nid005612 (2/8), master nid005610 port 9999, GPUs 8, CUDA: True
3: Launching on nid005613 (3/8), master nid005610 port 9999, GPUs 8, CUDA: True
4: Launching on nid005614 (4/8), master nid005610 port 9999, GPUs 8, CUDA: True
7: Launching on nid005617 (7/8), master nid005610 port 9999, GPUs 8, CUDA: True
0: using world size: 64, data-parallel-size: 64, tensor-model-parallel size: 1, pipeline-model-parallel size: 1 
0: accumulate and all-reduce gradients in fp32 for bfloat16 data type.
0: using torch.bfloat16 for parameters ...
0: ------------------------ arguments ------------------------
0:   abort_on_unmet_fused_kernel_constraints ......... False
0:   accumulate_allreduce_grads_in_fp32 .............. True
0:   adam_beta1 ...................................... 0.9
0:   adam_beta2 ...................................... 0.999
0:   adam_eps ........................................ 1e-08
0:   adlr_autoresume ................................. False
0:   adlr_autoresume_interval ........................ 1000
0:   apply_query_key_layer_scaling ................... True
0:   apply_residual_connection_post_layernorm ........ False
0:   attention_dropout ............................... 0.1
0:   attention_softmax_in_fp32 ....................... False
0:   bert_binary_head ................................ True
0:   bert_load ....................................... None
0:   bf16 ............................................ True
0:   bias_dropout_fusion ............................. True
0:   bias_gelu_fusion ................................ True
0:   biencoder_projection_dim ........................ 0
0:   biencoder_shared_query_context_model ............ False
0:   block_data_path ................................. None
0:   checkpoint_activations .......................... True
0:   checkpoint_in_cpu ............................... False
0:   checkpoint_num_layers ........................... 1
0:   clip_grad ....................................... 1.0
0:   codecarbon_dir .................................. None
0:   consumed_train_samples .......................... 0
0:   consumed_train_tokens ........................... 0
0:   consumed_valid_samples .......................... 0
0:   contigious_checkpointing ........................ False
0:   cpu_optimizer ................................... False
0:   cpu_torch_adam .................................. False
0:   curriculum_learning ............................. False
0:   data_impl ....................................... mmap
0:   data_parallel_size .............................. 64
0:   data_path ....................................... None
0:   dataloader_type ................................. single
0:   DDP_impl ........................................ local
0:   decoder_seq_length .............................. None
0:   deepscale ....................................... False
0:   deepscale_config ................................ None
0:   deepspeed ....................................... True
0:   deepspeed_activation_checkpointing .............. False
0:   deepspeed_config ................................ ds_configs/3303640.json
0:   deepspeed_mpi ................................... False
0:   distribute_checkpointed_activations ............. False
0:   distributed_backend ............................. nccl
0:   embed_layernorm ................................. False
0:   embedding_path .................................. None
0:   encoder_seq_length .............................. 2048
0:   eod_mask_loss ................................... False
0:   eval_interval ................................... 1000
0:   eval_iters ...................................... 1
0:   eval_only ....................................... None
0:   evidence_data_path .............................. None
0:   exit_duration_in_mins ........................... None
0:   exit_interval ................................... None
0:   ffn_hidden_size ................................. 3072
0:   finetune ........................................ False
0:   fp16 ............................................ False
0:   fp16_lm_cross_entropy ........................... False
0:   fp32_residual_connection ........................ False
0:   gigaflos_no_embeds .............................. 0
0:   global_batch_size ............................... 256
0:   glu_activation .................................. None
0:   hidden_dropout .................................. 0.1
0:   hidden_size ..................................... 768
0:   hysteresis ...................................... 2
0:   ict_head_size ................................... None
0:   ict_load ........................................ None
0:   img_dim ......................................... 224
0:   indexer_batch_size .............................. 128
0:   indexer_log_interval ............................ 1000
0:   inference ....................................... False
0:   init_method_std ................................. 0.02
0:   init_method_xavier_uniform ...................... False
0:   initial_loss_scale .............................. 4294967296
0:   kill_switch_path ................................ kill-switch-146m20b100m
0:   kv_channels ..................................... 64
0:   layer_norm_fusion ............................... True
0:   layernorm_epsilon ............................... 1e-05
0:   lazy_mpu_init ................................... None
0:   load ............................................ checkpoints_146m20b100m
0:   local_rank ...................................... None
0:   log_batch_size_to_tensorboard ................... True
0:   log_interval .................................... 10
0:   log_learning_rate_to_tensorboard ................ True
0:   log_level ....................................... None
0:   log_level_replica ............................... None
0:   log_loss_scale_to_tensorboard ................... True
0:   log_num_zeros_in_grad ........................... False
0:   log_params_norm ................................. False
0:   log_path ........................................ None
0:   log_timers_to_tensorboard ....................... True
0:   log_validation_ppl_to_tensorboard ............... True
0:   loss_on_targets_only ............................ False
0:   loss_scale ...................................... 12.0
0:   loss_scale_window ............................... 1000
0:   lr .............................................. 0.0002
0:   lr_decay_iters .................................. None
0:   lr_decay_samples ................................ 9703701
0:   lr_decay_style .................................. cosine
0:   lr_decay_tokens ................................. None
0:   lr_warmup_fraction .............................. None
0:   lr_warmup_iters ................................. 0
0:   lr_warmup_samples ............................... 97037
0:   make_vocab_size_divisible_by .................... 128
0:   mask_prob ....................................... 0.15
0:   masked_softmax_fusion ........................... True
0:   max_position_embeddings ......................... 2048
0:   mean_noise_span_length .......................... None
0:   memory_centric_tiled_linear ..................... False
0:   merge_file ...................................... gpt2/merges.txt
0:   micro_batch_size ................................ 4
0:   min_loss_scale .................................. 1.0
0:   min_lr .......................................... 2e-05
0:   mmap_warmup ..................................... False
0:   no_load_optim ................................... None
0:   no_load_rng ..................................... None
0:   no_save_optim ................................... None
0:   no_save_rng ..................................... None
0:   noise_density ................................... None
0:   num_attention_heads ............................. 12
0:   num_channels .................................... 3
0:   num_classes ..................................... 1000
0:   num_layers ...................................... 15
0:   num_layers_per_virtual_pipeline_stage ........... None
0:   num_workers ..................................... 2
0:   onnx_safe ....................................... None
0:   openai_gelu ..................................... False
0:   optimizer ....................................... adam
0:   optimizer_fusion ................................ True
0:   override_lr_scheduler ........................... False
0:   pad_vocab_size_to ............................... None
0:   params_dtype .................................... torch.bfloat16
0:   partition_activations ........................... False
0:   patch_dim ....................................... 16
0:   pipeline_model_parallel_size .................... 1
0:   position_embedding_type ......................... PositionEmbeddingType.absolute
0:   pp_partition_method ............................. None
0:   profile_backward ................................ False
0:   query_in_block_prob ............................. 0.1
0:   rampup_batch_size ............................... None
0:   rank ............................................ 0
0:   remote_device ................................... none
0:   reset_attention_mask ............................ False
0:   reset_position_ids .............................. False
0:   reset_progress .................................. None
0:   retriever_report_topk_accuracies ................ []
0:   retriever_score_scaling ......................... False
0:   retriever_seq_length ............................ 256
0:   reweight_loss_based_on_position_frequency ....... False
0:   sample_rate ..................................... 1.0
0:   save ............................................ checkpoints_146m20b100m
0:   save_interval ................................... 1000
0:   scatter_gather_tensors_in_pipeline .............. True
0:   scattered_embeddings ............................ False
0:   seed ............................................ 1234
0:   seq_length ...................................... 2048
0:   sgd_momentum .................................... 0.9
0:   short_seq_prob .................................. 0.1
0:   skip_train_iteration_range ...................... None
0:   split ........................................... None
0:   split_transformers .............................. False
0:   sync_tp_duplicated_parameters ................... False
0:   synchronize_each_layer .......................... False
0:   tensor_model_parallel_size ...................... 1
0:   tensorboard_dir ................................. tensorboard_146m20b100m
0:   tensorboard_log_interval ........................ 1
0:   tensorboard_queue_size .......................... 5
0:   test_weighted_split_paths ....................... None
0:   test_weighted_split_paths_path .................. None
0:   tile_factor ..................................... 1
0:   titles_data_path ................................ None
0:   tokenizer_name_or_path .......................... None
0:   tokenizer_type .................................. GPT2BPETokenizer
0:   train_iters ..................................... None
0:   train_samples ................................... 9703701
0:   train_tokens .................................... None
0:   train_weighted_split_names ...................... ['train']
0:   train_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document']]
0:   train_weighted_split_paths_path ................. None
0:   train_weighted_split_splits ..................... [['0:1']]
0:   train_weighted_split_weights .................... [['1.0']]
0:   universal_checkpoint ............................ False
0:   use_bnb_optimizer ............................... False
0:   use_checkpoint_lr_scheduler ..................... False
0:   use_contiguous_buffers_in_ddp ................... True
0:   use_cpu_initialization .......................... None
0:   use_one_sent_docs ............................... False
0:   use_pin_memory .................................. False
0:   valid_num_workers ............................... 2
0:   valid_weighted_split_names ...................... ['validation']
0:   valid_weighted_split_paths ...................... [['/scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document']]
0:   valid_weighted_split_paths_path ................. None
0:   valid_weighted_split_splits ..................... [['0:1']]
0:   valid_weighted_split_weights .................... [['1.0']]
0:   virtual_pipeline_model_parallel_size ............ None
0:   vocab_extra_ids ................................. 0
0:   vocab_file ...................................... gpt2/vocab.json
0:   weight_decay .................................... 0.1
0:   world_size ...................................... 64
0:   zero_allgather_bucket_size ...................... 0.0
0:   zero_contigious_gradients ....................... False
0:   zero_reduce_bucket_size ......................... 0.0
0:   zero_reduce_scatter ............................. False
0:   zero_stage ...................................... 0
0: -------------------- end of arguments ---------------------
0: setting number of micro-batches to constant 1
0: > building GPT2BPETokenizer tokenizer ...
0:  > padded vocab (size: 50257) with 47 dummy tokens (new size: 50304)
0: DeepSpeed general environment info:
0: torch install path ............... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch']
0: torch version .................... 1.13.0+rocm5.2
0: torch cuda version ............... None
0: torch hip version ................ 5.2.21151-afdc89f8
0: nvcc version ..................... None
0: deepspeed install path ........... ['/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/deepspeed']
0: deepspeed info ................... 0.7.5, unknown, unknown
0: deepspeed wheel compiled w. ...... torch 1.13, hip 5.1
0: **** Git info for Megatron: git_hash=unknown git_branch=unknown ****
0: > initializing torch distributed ...
0: [2023-03-14 11:48:19,755] [INFO] [comm.py:633:init_distributed] Initializing TorchBackend in DeepSpeed with backend nccl
7: > setting tensorboard ...
0: > initializing tensor model parallel with size 1
0: > initializing pipeline model parallel with size 1
0: > setting random seeds to 1234 ...
0: > initializing model parallel cuda seeds on global rank 0, model parallel rank 0, and data parallel rank 0 with model parallel seed: 3952 and data parallel seed: 1234
0: > compiling dataset index builder ...
0: make: Entering directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data'
0: make: Nothing to be done for 'default'.
0: make: Leaving directory '/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/data'
0: >>> done with dataset index builder. Compilation time: 0.090 seconds
0: > compiling and loading fused kernels ...
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.cpp [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.hip [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified]
0: Total number of unsupported CUDA function calls: 0
0: 
0: 
0: Total number of replaced kernel launches: 87
0: ninja: no work to do.
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.cpp [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_cuda.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.hip [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified]
0: Total number of unsupported CUDA function calls: 0
0: 
0: 
0: Total number of replaced kernel launches: 63
0: [1/1] c++ scaled_masked_softmax_hip.cuda.o scaled_masked_softmax_hip.o -shared -L/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch/lib -lc10 -lc10_hip -ltorch_cpu -ltorch_hip -ltorch -ltorch_python -L/pfs/lustrep2/projappl/project_462000125/samantao-public/rocm/rocm-5.2.3/lib -lamdhip64 -o scaled_masked_softmax_cuda.so
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda.cpp [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_cuda_kernel.cu -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/layer_norm_hip_kernel.hip [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/type_shim.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/compat.h [skipped, no changes]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_upper_triang_masked_softmax_hip.h [skipped, already hipified]
0: /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax.h -> /pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/Megatron-DeepSpeed/megatron/fused_kernels/scaled_masked_softmax_hip.h [skipped, already hipified]
0: Total number of unsupported CUDA function calls: 0
0: 
0: 
0: Total number of replaced kernel launches: 67
0: [1/1] c++ layer_norm_cuda.o layer_norm_hip_kernel.cuda.o -shared -L/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/venv/lib/python3.9/site-packages/torch/lib -lc10 -lc10_hip -ltorch_cpu -ltorch_hip -ltorch -ltorch_python -L/pfs/lustrep2/projappl/project_462000125/samantao-public/rocm/rocm-5.2.3/lib -lamdhip64 -o fused_mix_prec_layer_norm_cuda.so
0: >>> done with compiling and loading fused kernels. Compilation time: 16.860 seconds
0: time to initialize megatron (seconds): 4.780
0: [after megatron is initialized] datetime: 2023-03-14 11:48:52 
0: building GPT model ...
0: [2023-03-14 11:48:52,917] [INFO] [utils.py:827:see_memory_usage] Before Building Model
0: [2023-03-14 11:48:52,918] [INFO] [utils.py:828:see_memory_usage] MA 0.0 GB         Max_MA 0.0 GB         CA 0.0 GB         Max_CA 0 GB 
0: [2023-03-14 11:48:52,918] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 31.84 GB, percent = 6.3%
0: SEED_LAYERS=False BASE_SEED=1234 SEED_FN=None
0: Using topology: {ProcessCoord(pipe=0, data=0, model=0): 0, ProcessCoord(pipe=0, data=1, model=0): 1, ProcessCoord(pipe=0, data=2, model=0): 2, ProcessCoord(pipe=0, data=3, model=0): 3, ProcessCoord(pipe=0, data=4, model=0): 4, ProcessCoord(pipe=0, data=5, model=0): 5, ProcessCoord(pipe=0, data=6, model=0): 6, ProcessCoord(pipe=0, data=7, model=0): 7, ProcessCoord(pipe=0, data=8, model=0): 8, ProcessCoord(pipe=0, data=9, model=0): 9, ProcessCoord(pipe=0, data=10, model=0): 10, ProcessCoord(pipe=0, data=11, model=0): 11, ProcessCoord(pipe=0, data=12, model=0): 12, ProcessCoord(pipe=0, data=13, model=0): 13, ProcessCoord(pipe=0, data=14, model=0): 14, ProcessCoord(pipe=0, data=15, model=0): 15, ProcessCoord(pipe=0, data=16, model=0): 16, ProcessCoord(pipe=0, data=17, model=0): 17, ProcessCoord(pipe=0, data=18, model=0): 18, ProcessCoord(pipe=0, data=19, model=0): 19, ProcessCoord(pipe=0, data=20, model=0): 20, ProcessCoord(pipe=0, data=21, model=0): 21, ProcessCoord(pipe=0, data=22, model=0): 22, ProcessCoord(pi
0: pe=0, data=23, model=0): 23, ProcessCoord(pipe=0, data=24, model=0): 24, ProcessCoord(pipe=0, data=25, model=0): 25, ProcessCoord(pipe=0, data=26, model=0): 26, ProcessCoord(pipe=0, data=27, model=0): 27, ProcessCoord(pipe=0, data=28, model=0): 28, ProcessCoord(pipe=0, data=29, model=0): 29, ProcessCoord(pipe=0, data=30, model=0): 30, ProcessCoord(pipe=0, data=31, model=0): 31, ProcessCoord(pipe=0, data=32, model=0): 32, ProcessCoord(pipe=0, data=33, model=0): 33, ProcessCoord(pipe=0, data=34, model=0): 34, ProcessCoord(pipe=0, data=35, model=0): 35, ProcessCoord(pipe=0, data=36, model=0): 36, ProcessCoord(pipe=0, data=37, model=0): 37, ProcessCoord(pipe=0, data=38, model=0): 38, ProcessCoord(pipe=0, data=39, model=0): 39, ProcessCoord(pipe=0, data=40, model=0): 40, ProcessCoord(pipe=0, data=41, model=0): 41, ProcessCoord(pipe=0, data=42, model=0): 42, ProcessCoord(pipe=0, data=43, model=0): 43, ProcessCoord(pipe=0, data=44, model=0): 44, ProcessCoord(pipe=0, data=45, model=0): 45, ProcessCoord(pipe=0, data=4
0: 6, model=0): 46, ProcessCoord(pipe=0, data=47, model=0): 47, ProcessCoord(pipe=0, data=48, model=0): 48, ProcessCoord(pipe=0, data=49, model=0): 49, ProcessCoord(pipe=0, data=50, model=0): 50, ProcessCoord(pipe=0, data=51, model=0): 51, ProcessCoord(pipe=0, data=52, model=0): 52, ProcessCoord(pipe=0, data=53, model=0): 53, ProcessCoord(pipe=0, data=54, model=0): 54, ProcessCoord(pipe=0, data=55, model=0): 55, ProcessCoord(pipe=0, data=56, model=0): 56, ProcessCoord(pipe=0, data=57, model=0): 57, ProcessCoord(pipe=0, data=58, model=0): 58, ProcessCoord(pipe=0, data=59, model=0): 59, ProcessCoord(pipe=0, data=60, model=0): 60, ProcessCoord(pipe=0, data=61, model=0): 61, ProcessCoord(pipe=0, data=62, model=0): 62, ProcessCoord(pipe=0, data=63, model=0): 63}
0: [2023-03-14 11:48:54,948] [INFO] [module.py:366:_partition_layers] Partitioning pipeline stages with method type:transformer
0: stage=0 layers=22
0:      0: _to_float16
0:      1: EmbeddingPipe
0:      2: <lambda>
0:      3: ParallelTransformerLayerPipe
0:      4: ParallelTransformerLayerPipe
0:      5: ParallelTransformerLayerPipe
0:      6: ParallelTransformerLayerPipe
0:      7: ParallelTransformerLayerPipe
0:      8: ParallelTransformerLayerPipe
0:      9: ParallelTransformerLayerPipe
0:     10: ParallelTransformerLayerPipe
0:     11: ParallelTransformerLayerPipe
0:     12: ParallelTransformerLayerPipe
0:     13: ParallelTransformerLayerPipe
0:     14: ParallelTransformerLayerPipe
0:     15: ParallelTransformerLayerPipe
0:     16: ParallelTransformerLayerPipe
0:     17: ParallelTransformerLayerPipe
0:     18: undo
0:     19: MixedFusedLayerNorm
0:     20: EmbeddingPipe
0:     21: float16_to_fp32
0:   loss: CrossEntropy
0: [2023-03-14 11:48:55,110] [INFO] [utils.py:827:see_memory_usage] After Building Model
0: [2023-03-14 11:48:55,111] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB         Max_MA 0.28 GB         CA 0.29 GB         Max_CA 0 GB 
0: [2023-03-14 11:48:55,111] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 31.86 GB, percent = 6.3%
0: setting training iterations to 37905
0: > learning rate decay style: cosine
0: DeepSpeed is enabled.
0: [2023-03-14 11:48:55,113] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed info: version=0.7.5, git-hash=unknown, git-branch=unknown
0: [2023-03-14 11:49:07,906] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Flops Profiler Enabled: False
0: [2023-03-14 11:49:07,907] [INFO] [logging.py:68:log_dist] [Rank 0] Removing param_group that has no 'params' in the client Optimizer
0: [2023-03-14 11:49:07,907] [INFO] [logging.py:68:log_dist] [Rank 0] Using client Optimizer as basic optimizer
0: [2023-03-14 11:49:07,911] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Basic Optimizer = FusedAdam
0: [2023-03-14 11:49:07,911] [INFO] [logging.py:68:log_dist] [Rank 0] Creating BF16 optimizer
0: [2023-03-14 11:49:08,031] [INFO] [utils.py:827:see_memory_usage] begin bf16_optimizer
0: [2023-03-14 11:49:08,031] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB         Max_MA 0.29 GB         CA 0.31 GB         Max_CA 0 GB 
0: [2023-03-14 11:49:08,031] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.54 GB, percent = 6.5%
0: ninja: no work to do.
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6: Time to load utils op: 0.0011553764343261719 seconds
6: Time to load utils op: 0.0011856555938720703 seconds
6: Time to load utils op: 0.0013518333435058594 seconds
6: Time to load utils op: 0.0012655258178710938 seconds
6: Time to load utils op: 0.001257181167602539 seconds
6: Time to load utils op: 0.0012385845184326172 seconds
6: Time to load utils op: 0.0012350082397460938 seconds
6: Time to load utils op: 0.0013699531555175781 seconds
0: [2023-03-14 11:49:08,244] [INFO] [utils.py:827:see_memory_usage] before initializing group 0
0: [2023-03-14 11:49:08,245] [INFO] [utils.py:828:see_memory_usage] MA 0.28 GB         Max_MA 0.28 GB         CA 0.31 GB         Max_CA 0 GB 
0: [2023-03-14 11:49:08,245] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,360] [INFO] [utils.py:827:see_memory_usage] after initializing group 0
0: [2023-03-14 11:49:08,360] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB         Max_MA 0.62 GB         CA 0.82 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,360] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,464] [INFO] [utils.py:827:see_memory_usage] before initializing group 1
0: [2023-03-14 11:49:08,464] [INFO] [utils.py:828:see_memory_usage] MA 0.62 GB         Max_MA 0.62 GB         CA 0.82 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,464] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,569] [INFO] [utils.py:827:see_memory_usage] after initializing group 1
0: [2023-03-14 11:49:08,570] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB         Max_MA 0.83 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,570] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,674] [INFO] [utils.py:827:see_memory_usage] before initializing group 2
0: [2023-03-14 11:49:08,675] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB         Max_MA 0.83 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,675] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,781] [INFO] [utils.py:827:see_memory_usage] after initializing group 2
0: [2023-03-14 11:49:08,781] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB         Max_MA 0.83 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,782] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,886] [INFO] [utils.py:827:see_memory_usage] before initialize_optimizer
0: [2023-03-14 11:49:08,886] [INFO] [utils.py:828:see_memory_usage] MA 0.83 GB         Max_MA 0.83 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,887] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:08,996] [INFO] [utils.py:827:see_memory_usage] end initialize_optimizer
0: [2023-03-14 11:49:08,996] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB         Max_MA 0.85 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:08,997] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:09,101] [INFO] [utils.py:827:see_memory_usage] end bf16_optimizer
0: [2023-03-14 11:49:09,102] [INFO] [utils.py:828:see_memory_usage] MA 0.85 GB         Max_MA 0.85 GB         CA 1.13 GB         Max_CA 1 GB 
0: [2023-03-14 11:49:09,102] [INFO] [utils.py:836:see_memory_usage] CPU Virtual Memory:  used = 32.68 GB, percent = 6.5%
0: [2023-03-14 11:49:09,102] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed Final Optimizer = FusedAdam
0: [2023-03-14 11:49:09,102] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed using client LR scheduler
0: [2023-03-14 11:49:09,102] [INFO] [logging.py:68:log_dist] [Rank 0] DeepSpeed LR Scheduler = <megatron.learning_rates.AnnealingLR object at 0x14536190fdc0>
0: [2023-03-14 11:49:09,102] [INFO] [logging.py:68:log_dist] [Rank 0] step=0, skipped=0, lr=[0.0, 0.0, 0.0], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1007:print] DeepSpeedEngine configuration:
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   activation_checkpointing_config  {
0:     "partition_activations": false, 
0:     "contiguous_memory_optimization": false, 
0:     "cpu_checkpointing": false, 
0:     "number_checkpoints": null, 
0:     "synchronize_checkpoint_boundary": false, 
0:     "profile": false
0: }
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   aio_config ................... {'block_size': 1048576, 'queue_depth': 8, 'thread_count': 1, 'single_submit': False, 'overlap_events': True}
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   amp_enabled .................. False
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   amp_params ................... False
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   autotuning_config ............ {
0:     "enabled": false, 
0:     "start_step": null, 
0:     "end_step": null, 
0:     "metric_path": null, 
0:     "arg_mappings": null, 
0:     "metric": "throughput", 
0:     "model_info": null, 
0:     "results_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_results", 
0:     "exps_dir": "/pfs/lustrep4/scratch/project_462000119/muennighoff/nov-2022-bettercom/autotuning_exps", 
0:     "overwrite": true, 
0:     "fast": true, 
0:     "start_profile_step": 3, 
0:     "end_profile_step": 5, 
0:     "tuner_type": "gridsearch", 
0:     "tuner_early_stopping": 5, 
0:     "tuner_num_trials": 50, 
0:     "model_info_path": null, 
0:     "mp_size": 1, 
0:     "max_train_batch_size": null, 
0:     "min_train_batch_size": 1, 
0:     "max_train_micro_batch_size_per_gpu": 1.024000e+03, 
0:     "min_train_micro_batch_size_per_gpu": 1, 
0:     "num_tuning_micro_batch_sizes": 3
0: }
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   bfloat16_enabled ............. True
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   checkpoint_parallel_write_pipeline  False
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   checkpoint_tag_validation_enabled  True
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   checkpoint_tag_validation_fail  False
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   comms_config ................. <deepspeed.comm.config.DeepSpeedCommsConfig object at 0x14536190faf0>
0: [2023-03-14 11:49:09,103] [INFO] [config.py:1011:print]   communication_data_type ...... None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   compression_config ........... {'weight_quantization': {'shared_parameters': {'enabled': False, 'quantizer_kernel': False, 'schedule_offset': 0, 'quantize_groups': 1, 'quantize_verbose': False, 'quantization_type': 'symmetric', 'quantize_weight_in_forward': False, 'rounding': 'nearest', 'fp16_mixed_quantize': False, 'quantize_change_ratio': 0.001}, 'different_groups': {}}, 'activation_quantization': {'shared_parameters': {'enabled': False, 'quantization_type': 'symmetric', 'range_calibration': 'dynamic', 'schedule_offset': 1000}, 'different_groups': {}}, 'sparse_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'row_pruning': {'shared_parameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'head_pruning': {'shared_parameters': {'enabled': False, 'method': 'topk', 'schedule_offset': 1000}, 'different_groups': {}}, 'channel_pruning': {'shared_pa
0: rameters': {'enabled': False, 'method': 'l1', 'schedule_offset': 1000}, 'different_groups': {}}, 'layer_reduction': {'enabled': False}}
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   curriculum_enabled ........... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   curriculum_params ............ False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   dataloader_drop_last ......... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   disable_allgather ............ False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   dump_state ................... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   dynamic_loss_scale_args ...... None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_enabled ........... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_gas_boundary_resolution  1
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_layer_name ........ bert.encoder.layer
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_layer_num ......... 0
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_max_iter .......... 100
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_stability ......... 1e-06
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_tol ............... 0.01
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   eigenvalue_verbose ........... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   elasticity_enabled ........... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   flops_profiler_config ........ {
0:     "enabled": false, 
0:     "profile_step": 1, 
0:     "module_depth": -1, 
0:     "top_modules": 1, 
0:     "detailed": true, 
0:     "output_file": null
0: }
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   fp16_auto_cast ............... None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   fp16_enabled ................. False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   fp16_master_weights_and_gradients  False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   global_rank .................. 0
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   gradient_accumulation_steps .. 1
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   gradient_clipping ............ 1.0
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   gradient_predivide_factor .... 1.0
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   initial_dynamic_scale ........ 1
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   load_universal_checkpoint .... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   loss_scale ................... 1.0
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   memory_breakdown ............. False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   monitor_config ............... <deepspeed.monitor.config.DeepSpeedMonitorConfig object at 0x14536190fa60>
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   nebula_config ................ {
0:     "enabled": false, 
0:     "persistent_storage_path": null, 
0:     "persistent_time_interval": 100, 
0:     "num_of_version_in_retention": 2, 
0:     "enable_nebula_load": true, 
0:     "load_path": null
0: }
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   optimizer_legacy_fusion ...... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   optimizer_name ............... None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   optimizer_params ............. None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   pipeline ..................... {'stages': 'auto', 'partition': 'best', 'seed_layers': False, 'activation_checkpoint_interval': 0}
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   pld_enabled .................. False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   pld_params ................... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   prescale_gradients ........... False
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   scheduler_name ............... None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   scheduler_params ............. None
0: [2023-03-14 11:49:09,104] [INFO] [config.py:1011:print]   sparse_attention ............. None
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   sparse_gradients_enabled ..... False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   steps_per_print .............. 2000
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   train_batch_size ............. 256
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   train_micro_batch_size_per_gpu  4
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   use_node_local_storage ....... False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   wall_clock_breakdown ......... False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   world_size ................... 64
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   zero_allow_untested_optimizer  False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   zero_config .................. stage=0 contiguous_gradients=True reduce_scatter=True reduce_bucket_size=500000000 allgather_partitions=True allgather_bucket_size=500000000 overlap_comm=False load_from_fp32_weights=True elastic_checkpoint=False offload_param=None offload_optimizer=None sub_group_size=1000000000 cpu_offload_param=None cpu_offload_use_pin_memory=None cpu_offload=None prefetch_bucket_size=50000000 param_persistence_threshold=100000 model_persistence_threshold=9223372036854775807 max_live_parameters=1000000000 max_reuse_distance=1000000000 gather_16bit_weights_on_model_save=False stage3_gather_fp16_weights_on_model_save=False ignore_unused_parameters=True legacy_stage1=False round_robin_gradients=False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   zero_enabled ................. False
0: [2023-03-14 11:49:09,105] [INFO] [config.py:1011:print]   zero_optimization_stage ...... 0
0: [2023-03-14 11:49:09,105] [INFO] [config.py:996:print_user_config]   json = {
0:     "train_micro_batch_size_per_gpu": 4, 
0:     "train_batch_size": 256, 
0:     "gradient_clipping": 1.0, 
0:     "zero_optimization": {
0:         "stage": 0
0:     }, 
0:     "bf16": {
0:         "enabled": true
0:     }, 
0:     "steps_per_print": 2.000000e+03, 
0:     "wall_clock_breakdown": false
0: }
0: Time to load utils op: 0.00042891502380371094 seconds
0: [2023-03-14 11:49:09,105] [INFO] [engine.py:87:__init__] CONFIG: micro_batches=1 micro_batch_size=4
0: [2023-03-14 11:49:09,116] [INFO] [engine.py:145:__init__] RANK=0 STAGE=0 LAYERS=22 [0, 22) STAGE_PARAMS=146525952 (146.526M) TOTAL_PARAMS=146525952 (146.526M) UNIQUE_PARAMS=146525952 (146.526M)
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: WARNING: could not find the metadata file checkpoints_146m20b100m 
0:     will not load any checkpoints and will start from random
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
0: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,124] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
6: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
4: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
2: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
5: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
3: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
1: [2023-03-14 11:49:09,125] [WARNING] [engine.py:2581:load_checkpoint] Unable to find latest file at checkpoints_146m20b100m/latest, if trying to load latest checkpoint please ensure this file exists or pass an explicit checkpoint tag when loading a checkpoint.
7: time (ms) | load-checkpoint: 9.00
0: estimated model parameters: 0.146525952
0: estimated model parameters without embeddings: 0.106319616
0: [after model, optimizer, and learning rate scheduler are built] datetime: 2023-03-14 11:49:09 
0: > building train, validation, and test datasets ...
0:  > datasets target sizes (minimum size):
0:     train:      9703701
0:     validation: 9728
0:     test:       256
0: > building train, validation, and test datasets for GPT ...
0:  > building dataset index ...
0:     reading sizes...
0:     reading pointers...
0:     reading document index...
0:     creating numpy buffer of mmap...
0:     creating memory view of numpy buffer...
0:  > finished creating indexed dataset in 0.001318 seconds
0:     number of documents: 208931
0:  > dataset split:
0:     train:
0:      document indices in [0, 208931) total of 208931 documents
0:  > loading doc-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_9703701ns_2048sl_1234s_doc_idx.npy
0:  > loading sample-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_9703701ns_2048sl_1234s_sample_idx.npy
0:  > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_subsampled/gpt2tok_c4_en_100M_text_document_train_indexmap_9703701ns_2048sl_1234s_shuffle_idx.npy
0:     loaded indexed file in 0.120 seconds
0:     total number of samples: 9712172
0:     total number of epochs: 199
0:  > building dataset index ...
0:     reading sizes...
0:     reading pointers...
0:     reading document index...
0:     creating numpy buffer of mmap...
0:     creating memory view of numpy buffer...
0:  > finished creating indexed dataset in 0.037324 seconds
0:     number of documents: 364608
0:  > dataset split:
0:     validation:
0:      document indices in [0, 364608) total of 364608 documents
0:  > loading doc-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_9728ns_2048sl_1234s_doc_idx.npy
0:  > loading sample-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_9728ns_2048sl_1234s_sample_idx.npy
0:  > loading shuffle-idx mapping from /scratch/project_462000119/data/c4_validation/gpt2tok_c4validation_rerun_text_document_validation_indexmap_9728ns_2048sl_1234s_shuffle_idx.npy
0:     loaded indexed file in 0.073 seconds
0:     total number of samples: 84978
0:     total number of epochs: 1
0: > finished creating GPT datasets ...
0: [after dataloaders are built] datetime: 2023-03-14 11:49:23 
0: done with setup ...
0: training ...
0: Number of parameters: [tensor rank - pipeline rank] w/ and w/o embeddings:
7: time (ms) | model-and-optimizer-setup: 16487.40 | train/valid/test-data-iterators-setup: 13192.20
0: [000-000] 0.1465B / 0.1063B
0: [before the start of training step] datetime: 2023-03-14 11:49:23 
0: [2023-03-14 11:49:23,758] [INFO] [checkpointing.py:553:forward] Activation Checkpointing Information
0: [2023-03-14 11:49:23,758] [INFO] [checkpointing.py:554:forward] ----Partition Activations False, CPU CHECKPOINTING False
0: [2023-03-14 11:49:23,758] [INFO] [checkpointing.py:557:forward] ----contiguous Memory Checkpointing False with None total layers
0: [2023-03-14 11:49:23,758] [INFO] [checkpointing.py:560:forward] ----Synchronization False
0: [2023-03-14 11:49:23,758] [INFO] [checkpointing.py:561:forward] ----Profiling time in checkpointing False
0: [Rank 0] (after 10 iterations) memory (MB) | allocated: 2727.98486328125 | max allocated: 5303.046875 | reserved: 6818.0 | max reserved: 6818.0
7:  iteration       10/   37905 | consumed samples:         2560 | consumed tokens:      5242880 | elapsed time per iteration (s): 1.38 | learning rate: 5.276E-06 | global batch size:   256 | lm loss: 1.080902E+01 | grad norm: 7.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 185.080 | TFLOPs: 8.64 |
7:  iteration       20/   37905 | consumed samples:         5120 | consumed tokens:     10485760 | elapsed time per iteration (s): 0.40 | learning rate: 1.055E-05 | global batch size:   256 | lm loss: 9.916572E+00 | grad norm: 2.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 645.672 | TFLOPs: 30.14 |
7:  iteration       30/   37905 | consumed samples:         7680 | consumed tokens:     15728640 | elapsed time per iteration (s): 0.40 | learning rate: 1.583E-05 | global batch size:   256 | lm loss: 9.554073E+00 | grad norm: 2.015 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 643.112 | TFLOPs: 30.02 |
7:  iteration       40/   37905 | consumed samples:        10240 | consumed tokens:     20971520 | elapsed time per iteration (s): 0.40 | learning rate: 2.111E-05 | global batch size:   256 | lm loss: 9.297490E+00 | grad norm: 1.900 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 644.994 | TFLOPs: 30.11 |
7:  iteration       50/   37905 | consumed samples:        12800 | consumed tokens:     26214400 | elapsed time per iteration (s): 0.38 | learning rate: 2.638E-05 | global batch size:   256 | lm loss: 8.991234E+00 | grad norm: 1.690 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.132 | TFLOPs: 31.28 |
7:  iteration       60/   37905 | consumed samples:        15360 | consumed tokens:     31457280 | elapsed time per iteration (s): 0.40 | learning rate: 3.166E-05 | global batch size:   256 | lm loss: 8.681172E+00 | grad norm: 1.463 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 647.291 | TFLOPs: 30.21 |
7:  iteration       70/   37905 | consumed samples:        17920 | consumed tokens:     36700160 | elapsed time per iteration (s): 0.40 | learning rate: 3.693E-05 | global batch size:   256 | lm loss: 8.361829E+00 | grad norm: 1.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 644.644 | TFLOPs: 30.09 |
7:  iteration       80/   37905 | consumed samples:        20480 | consumed tokens:     41943040 | elapsed time per iteration (s): 0.39 | learning rate: 4.221E-05 | global batch size:   256 | lm loss: 8.052028E+00 | grad norm: 1.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 654.202 | TFLOPs: 30.54 |
7:  iteration       90/   37905 | consumed samples:        23040 | consumed tokens:     47185920 | elapsed time per iteration (s): 0.38 | learning rate: 4.749E-05 | global batch size:   256 | lm loss: 7.762141E+00 | grad norm: 0.994 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.684 | TFLOPs: 31.82 |
7:  iteration      100/   37905 | consumed samples:        25600 | consumed tokens:     52428800 | elapsed time per iteration (s): 0.38 | learning rate: 5.276E-05 | global batch size:   256 | lm loss: 7.509377E+00 | grad norm: 0.896 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.534 | TFLOPs: 31.06 |
7:  iteration      110/   37905 | consumed samples:        28160 | consumed tokens:     57671680 | elapsed time per iteration (s): 0.39 | learning rate: 5.804E-05 | global batch size:   256 | lm loss: 7.299734E+00 | grad norm: 0.813 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 662.320 | TFLOPs: 30.91 |
7:  iteration      120/   37905 | consumed samples:        30720 | consumed tokens:     62914560 | elapsed time per iteration (s): 0.38 | learning rate: 6.332E-05 | global batch size:   256 | lm loss: 7.141862E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.779 | TFLOPs: 31.45 |
7:  iteration      130/   37905 | consumed samples:        33280 | consumed tokens:     68157440 | elapsed time per iteration (s): 0.39 | learning rate: 6.859E-05 | global batch size:   256 | lm loss: 7.031689E+00 | grad norm: 1.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.523 | TFLOPs: 31.02 |
7:  iteration      140/   37905 | consumed samples:        35840 | consumed tokens:     73400320 | elapsed time per iteration (s): 0.37 | learning rate: 7.387E-05 | global batch size:   256 | lm loss: 6.939761E+00 | grad norm: 1.145 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.356 | TFLOPs: 32.27 |
7:  iteration      150/   37905 | consumed samples:        38400 | consumed tokens:     78643200 | elapsed time per iteration (s): 0.39 | learning rate: 7.915E-05 | global batch size:   256 | lm loss: 6.854508E+00 | grad norm: 0.572 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.264 | TFLOPs: 30.96 |
7:  iteration      160/   37905 | consumed samples:        40960 | consumed tokens:     83886080 | elapsed time per iteration (s): 0.39 | learning rate: 8.442E-05 | global batch size:   256 | lm loss: 6.771100E+00 | grad norm: 0.539 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.571 | TFLOPs: 30.88 |
7:  iteration      170/   37905 | consumed samples:        43520 | consumed tokens:     89128960 | elapsed time per iteration (s): 0.38 | learning rate: 8.970E-05 | global batch size:   256 | lm loss: 6.697948E+00 | grad norm: 0.829 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.957 | TFLOPs: 31.32 |
7:  iteration      180/   37905 | consumed samples:        46080 | consumed tokens:     94371840 | elapsed time per iteration (s): 0.38 | learning rate: 9.497E-05 | global batch size:   256 | lm loss: 6.649647E+00 | grad norm: 1.025 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.288 | TFLOPs: 31.85 |
7:  iteration      190/   37905 | consumed samples:        48640 | consumed tokens:     99614720 | elapsed time per iteration (s): 0.38 | learning rate: 1.003E-04 | global batch size:   256 | lm loss: 6.583238E+00 | grad norm: 0.799 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.830 | TFLOPs: 31.31 |
7:  iteration      200/   37905 | consumed samples:        51200 | consumed tokens:    104857600 | elapsed time per iteration (s): 0.39 | learning rate: 1.055E-04 | global batch size:   256 | lm loss: 6.535954E+00 | grad norm: 0.473 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 651.066 | TFLOPs: 30.39 |
7:  iteration      210/   37905 | consumed samples:        53760 | consumed tokens:    110100480 | elapsed time per iteration (s): 0.39 | learning rate: 1.108E-04 | global batch size:   256 | lm loss: 6.496410E+00 | grad norm: 0.808 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.637 | TFLOPs: 30.79 |
7:  iteration      220/   37905 | consumed samples:        56320 | consumed tokens:    115343360 | elapsed time per iteration (s): 0.39 | learning rate: 1.161E-04 | global batch size:   256 | lm loss: 6.462006E+00 | grad norm: 0.936 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.996 | TFLOPs: 30.90 |
7:  iteration      230/   37905 | consumed samples:        58880 | consumed tokens:    120586240 | elapsed time per iteration (s): 0.38 | learning rate: 1.214E-04 | global batch size:   256 | lm loss: 6.419444E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.034 | TFLOPs: 31.32 |
7:  iteration      240/   37905 | consumed samples:        61440 | consumed tokens:    125829120 | elapsed time per iteration (s): 0.38 | learning rate: 1.266E-04 | global batch size:   256 | lm loss: 6.393277E+00 | grad norm: 0.798 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.745 | TFLOPs: 31.59 |
7:  iteration      250/   37905 | consumed samples:        64000 | consumed tokens:    131072000 | elapsed time per iteration (s): 0.39 | learning rate: 1.319E-04 | global batch size:   256 | lm loss: 6.362520E+00 | grad norm: 0.990 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.278 | TFLOPs: 31.01 |
7:  iteration      260/   37905 | consumed samples:        66560 | consumed tokens:    136314880 | elapsed time per iteration (s): 0.38 | learning rate: 1.372E-04 | global batch size:   256 | lm loss: 6.333462E+00 | grad norm: 0.551 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.941 | TFLOPs: 31.41 |
7:  iteration      270/   37905 | consumed samples:        69120 | consumed tokens:    141557760 | elapsed time per iteration (s): 0.39 | learning rate: 1.425E-04 | global batch size:   256 | lm loss: 6.291337E+00 | grad norm: 0.669 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.938 | TFLOPs: 30.85 |
7:  iteration      280/   37905 | consumed samples:        71680 | consumed tokens:    146800640 | elapsed time per iteration (s): 0.38 | learning rate: 1.477E-04 | global batch size:   256 | lm loss: 6.276606E+00 | grad norm: 0.635 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.709 | TFLOPs: 31.26 |
7:  iteration      290/   37905 | consumed samples:        74240 | consumed tokens:    152043520 | elapsed time per iteration (s): 0.38 | learning rate: 1.530E-04 | global batch size:   256 | lm loss: 6.239463E+00 | grad norm: 0.739 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.442 | TFLOPs: 31.71 |
7:  iteration      300/   37905 | consumed samples:        76800 | consumed tokens:    157286400 | elapsed time per iteration (s): 0.39 | learning rate: 1.583E-04 | global batch size:   256 | lm loss: 6.230543E+00 | grad norm: 0.683 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 657.740 | TFLOPs: 30.70 |
7:  iteration      310/   37905 | consumed samples:        79360 | consumed tokens:    162529280 | elapsed time per iteration (s): 0.38 | learning rate: 1.636E-04 | global batch size:   256 | lm loss: 6.215063E+00 | grad norm: 0.955 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.281 | TFLOPs: 31.47 |
7:  iteration      320/   37905 | consumed samples:        81920 | consumed tokens:    167772160 | elapsed time per iteration (s): 0.38 | learning rate: 1.688E-04 | global batch size:   256 | lm loss: 6.175372E+00 | grad norm: 0.719 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.158 | TFLOPs: 31.05 |
7:  iteration      330/   37905 | consumed samples:        84480 | consumed tokens:    173015040 | elapsed time per iteration (s): 0.38 | learning rate: 1.741E-04 | global batch size:   256 | lm loss: 6.150068E+00 | grad norm: 0.509 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.523 | TFLOPs: 31.16 |
7:  iteration      340/   37905 | consumed samples:        87040 | consumed tokens:    178257920 | elapsed time per iteration (s): 0.39 | learning rate: 1.794E-04 | global batch size:   256 | lm loss: 6.125019E+00 | grad norm: 0.770 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 648.539 | TFLOPs: 30.27 |
7:  iteration      350/   37905 | consumed samples:        89600 | consumed tokens:    183500800 | elapsed time per iteration (s): 0.38 | learning rate: 1.847E-04 | global batch size:   256 | lm loss: 6.104274E+00 | grad norm: 0.932 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.907 | TFLOPs: 31.74 |
7:  iteration      360/   37905 | consumed samples:        92160 | consumed tokens:    188743680 | elapsed time per iteration (s): 0.37 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 6.093392E+00 | grad norm: 0.760 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.656 | TFLOPs: 32.24 |
7:  iteration      370/   37905 | consumed samples:        94720 | consumed tokens:    193986560 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 6.048896E+00 | grad norm: 1.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.808 | TFLOPs: 31.92 |
7:  iteration      380/   37905 | consumed samples:        97280 | consumed tokens:    199229440 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.050665E+00 | grad norm: 1.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.417 | TFLOPs: 31.15 |
7:  iteration      390/   37905 | consumed samples:        99840 | consumed tokens:    204472320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 6.016133E+00 | grad norm: 0.594 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.065 | TFLOPs: 32.07 |
7:  iteration      400/   37905 | consumed samples:       102400 | consumed tokens:    209715200 | elapsed time per iteration (s): 0.39 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.969733E+00 | grad norm: 0.980 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 654.975 | TFLOPs: 30.57 |
7:  iteration      410/   37905 | consumed samples:       104960 | consumed tokens:    214958080 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.955389E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.193 | TFLOPs: 31.14 |
7:  iteration      420/   37905 | consumed samples:       107520 | consumed tokens:    220200960 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.912853E+00 | grad norm: 0.908 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.535 | TFLOPs: 31.39 |
7:  iteration      430/   37905 | consumed samples:       110080 | consumed tokens:    225443840 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.903681E+00 | grad norm: 0.684 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.637 | TFLOPs: 32.05 |
7:  iteration      440/   37905 | consumed samples:       112640 | consumed tokens:    230686720 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.889777E+00 | grad norm: 0.526 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.047 | TFLOPs: 32.16 |
7:  iteration      450/   37905 | consumed samples:       115200 | consumed tokens:    235929600 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.850571E+00 | grad norm: 0.526 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.959 | TFLOPs: 31.41 |
7:  iteration      460/   37905 | consumed samples:       117760 | consumed tokens:    241172480 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.803527E+00 | grad norm: 0.696 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.566 | TFLOPs: 31.91 |
7:  iteration      470/   37905 | consumed samples:       120320 | consumed tokens:    246415360 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.807221E+00 | grad norm: 1.167 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.967 | TFLOPs: 31.83 |
7:  iteration      480/   37905 | consumed samples:       122880 | consumed tokens:    251658240 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.782943E+00 | grad norm: 0.661 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.478 | TFLOPs: 31.34 |
7:  iteration      490/   37905 | consumed samples:       125440 | consumed tokens:    256901120 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.732732E+00 | grad norm: 0.516 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.334 | TFLOPs: 31.34 |
7:  iteration      500/   37905 | consumed samples:       128000 | consumed tokens:    262144000 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.711073E+00 | grad norm: 1.000 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.408 | TFLOPs: 32.09 |
7:  iteration      510/   37905 | consumed samples:       130560 | consumed tokens:    267386880 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.698560E+00 | grad norm: 0.813 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.371 | TFLOPs: 31.71 |
7:  iteration      520/   37905 | consumed samples:       133120 | consumed tokens:    272629760 | elapsed time per iteration (s): 0.39 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.671880E+00 | grad norm: 0.541 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.845 | TFLOPs: 30.80 |
7:  iteration      530/   37905 | consumed samples:       135680 | consumed tokens:    277872640 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.635070E+00 | grad norm: 0.596 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.476 | TFLOPs: 31.76 |
7:  iteration      540/   37905 | consumed samples:       138240 | consumed tokens:    283115520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.618803E+00 | grad norm: 1.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.750 | TFLOPs: 31.91 |
7:  iteration      550/   37905 | consumed samples:       140800 | consumed tokens:    288358400 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.598127E+00 | grad norm: 0.540 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.172 | TFLOPs: 31.42 |
7:  iteration      560/   37905 | consumed samples:       143360 | consumed tokens:    293601280 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.563599E+00 | grad norm: 0.699 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.699 | TFLOPs: 31.31 |
7:  iteration      570/   37905 | consumed samples:       145920 | consumed tokens:    298844160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.545456E+00 | grad norm: 0.781 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.316 | TFLOPs: 32.17 |
7:  iteration      580/   37905 | consumed samples:       148480 | consumed tokens:    304087040 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.538161E+00 | grad norm: 0.639 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.663 | TFLOPs: 31.68 |
7:  iteration      590/   37905 | consumed samples:       151040 | consumed tokens:    309329920 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.502482E+00 | grad norm: 0.650 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.833 | TFLOPs: 32.01 |
7:  iteration      600/   37905 | consumed samples:       153600 | consumed tokens:    314572800 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.489026E+00 | grad norm: 0.662 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.113 | TFLOPs: 31.33 |
7:  iteration      610/   37905 | consumed samples:       156160 | consumed tokens:    319815680 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.471098E+00 | grad norm: 0.688 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.755 | TFLOPs: 31.07 |
7:  iteration      620/   37905 | consumed samples:       158720 | consumed tokens:    325058560 | elapsed time per iteration (s): 0.39 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.452188E+00 | grad norm: 0.750 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.059 | TFLOPs: 30.81 |
7:  iteration      630/   37905 | consumed samples:       161280 | consumed tokens:    330301440 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.408202E+00 | grad norm: 0.869 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.691 | TFLOPs: 31.54 |
7:  iteration      640/   37905 | consumed samples:       163840 | consumed tokens:    335544320 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.394258E+00 | grad norm: 0.959 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.203 | TFLOPs: 31.47 |
7:  iteration      650/   37905 | consumed samples:       166400 | consumed tokens:    340787200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.368874E+00 | grad norm: 0.879 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.585 | TFLOPs: 31.95 |
7:  iteration      660/   37905 | consumed samples:       168960 | consumed tokens:    346030080 | elapsed time per iteration (s): 0.39 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.357557E+00 | grad norm: 0.495 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.504 | TFLOPs: 30.83 |
7:  iteration      670/   37905 | consumed samples:       171520 | consumed tokens:    351272960 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.317834E+00 | grad norm: 0.458 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.606 | TFLOPs: 32.14 |
7:  iteration      680/   37905 | consumed samples:       174080 | consumed tokens:    356515840 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.296342E+00 | grad norm: 0.636 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.776 | TFLOPs: 31.54 |
7:  iteration      690/   37905 | consumed samples:       176640 | consumed tokens:    361758720 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.271111E+00 | grad norm: 0.761 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.977 | TFLOPs: 31.69 |
7:  iteration      700/   37905 | consumed samples:       179200 | consumed tokens:    367001600 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.272662E+00 | grad norm: 0.660 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.337 | TFLOPs: 32.08 |
7:  iteration      710/   37905 | consumed samples:       181760 | consumed tokens:    372244480 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.251936E+00 | grad norm: 0.925 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.229 | TFLOPs: 31.80 |
7:  iteration      720/   37905 | consumed samples:       184320 | consumed tokens:    377487360 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.241022E+00 | grad norm: 0.939 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.059 | TFLOPs: 31.70 |
7:  iteration      730/   37905 | consumed samples:       186880 | consumed tokens:    382730240 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.204671E+00 | grad norm: 0.639 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.776 | TFLOPs: 31.78 |
7:  iteration      740/   37905 | consumed samples:       189440 | consumed tokens:    387973120 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.183065E+00 | grad norm: 0.601 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.855 | TFLOPs: 32.06 |
7:  iteration      750/   37905 | consumed samples:       192000 | consumed tokens:    393216000 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.161341E+00 | grad norm: 0.496 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.237 | TFLOPs: 31.61 |
7:  iteration      760/   37905 | consumed samples:       194560 | consumed tokens:    398458880 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.146199E+00 | grad norm: 0.530 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.337 | TFLOPs: 31.43 |
7:  iteration      770/   37905 | consumed samples:       197120 | consumed tokens:    403701760 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-04 | global batch size:   256 | lm loss: 5.126904E+00 | grad norm: 0.582 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.402 | TFLOPs: 31.39 |
7:  iteration      780/   37905 | consumed samples:       199680 | consumed tokens:    408944640 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.120120E+00 | grad norm: 0.720 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.290 | TFLOPs: 31.47 |
7:  iteration      790/   37905 | consumed samples:       202240 | consumed tokens:    414187520 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.093021E+00 | grad norm: 1.126 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.164 | TFLOPs: 31.23 |
7:  iteration      800/   37905 | consumed samples:       204800 | consumed tokens:    419430400 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.084155E+00 | grad norm: 0.704 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.645 | TFLOPs: 31.54 |
7:  iteration      810/   37905 | consumed samples:       207360 | consumed tokens:    424673280 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.063322E+00 | grad norm: 1.096 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.582 | TFLOPs: 31.72 |
7:  iteration      820/   37905 | consumed samples:       209920 | consumed tokens:    429916160 | elapsed time per iteration (s): 0.39 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.051907E+00 | grad norm: 0.747 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 653.027 | TFLOPs: 30.48 |
7:  iteration      830/   37905 | consumed samples:       212480 | consumed tokens:    435159040 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 5.021808E+00 | grad norm: 0.449 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.453 | TFLOPs: 31.48 |
7:  iteration      840/   37905 | consumed samples:       215040 | consumed tokens:    440401920 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.989822E+00 | grad norm: 0.706 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.958 | TFLOPs: 31.46 |
7:  iteration      850/   37905 | consumed samples:       217600 | consumed tokens:    445644800 | elapsed time per iteration (s): 0.39 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.988357E+00 | grad norm: 0.837 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.312 | TFLOPs: 30.96 |
7:  iteration      860/   37905 | consumed samples:       220160 | consumed tokens:    450887680 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.954520E+00 | grad norm: 0.667 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.792 | TFLOPs: 32.15 |
7:  iteration      870/   37905 | consumed samples:       222720 | consumed tokens:    456130560 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.946352E+00 | grad norm: 0.627 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.014 | TFLOPs: 32.16 |
7:  iteration      880/   37905 | consumed samples:       225280 | consumed tokens:    461373440 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.920253E+00 | grad norm: 0.562 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.992 | TFLOPs: 32.16 |
7:  iteration      890/   37905 | consumed samples:       227840 | consumed tokens:    466616320 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.907658E+00 | grad norm: 0.501 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.112 | TFLOPs: 32.07 |
7:  iteration      900/   37905 | consumed samples:       230400 | consumed tokens:    471859200 | elapsed time per iteration (s): 0.39 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.864815E+00 | grad norm: 0.836 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.245 | TFLOPs: 30.96 |
7:  iteration      910/   37905 | consumed samples:       232960 | consumed tokens:    477102080 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.861927E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.173 | TFLOPs: 31.79 |
7:  iteration      920/   37905 | consumed samples:       235520 | consumed tokens:    482344960 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.832203E+00 | grad norm: 0.757 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 666.494 | TFLOPs: 31.11 |
7:  iteration      930/   37905 | consumed samples:       238080 | consumed tokens:    487587840 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.832140E+00 | grad norm: 0.592 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.104 | TFLOPs: 31.28 |
7:  iteration      940/   37905 | consumed samples:       240640 | consumed tokens:    492830720 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.803323E+00 | grad norm: 0.725 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.442 | TFLOPs: 31.53 |
7:  iteration      950/   37905 | consumed samples:       243200 | consumed tokens:    498073600 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.780684E+00 | grad norm: 0.676 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.626 | TFLOPs: 31.86 |
7:  iteration      960/   37905 | consumed samples:       245760 | consumed tokens:    503316480 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.784523E+00 | grad norm: 0.742 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.534 | TFLOPs: 31.90 |
7:  iteration      970/   37905 | consumed samples:       248320 | consumed tokens:    508559360 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.765479E+00 | grad norm: 0.826 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.613 | TFLOPs: 31.49 |
7:  iteration      980/   37905 | consumed samples:       250880 | consumed tokens:    513802240 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.745049E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.335 | TFLOPs: 32.08 |
7:  iteration      990/   37905 | consumed samples:       253440 | consumed tokens:    519045120 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.713094E+00 | grad norm: 0.703 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.784 | TFLOPs: 31.73 |
7:  iteration     1000/   37905 | consumed samples:       256000 | consumed tokens:    524288000 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.694344E+00 | grad norm: 0.625 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.107 | TFLOPs: 32.16 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 1000 | lm loss value: 4.676157E+00 | lm loss PPL: 1.073567E+02 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    1000 to checkpoints_146m20b100m
0: [2023-03-14 11:55:54,357] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step1000 is begin to save!
0: [2023-03-14 11:55:54,369] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_01-model_00-model_states.pt...
0: [2023-03-14 11:55:54,455] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/layer_01-model_00-model_states.pt.
0: [2023-03-14 11:55:54,456] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_03-model_00-model_states.pt...
0: [2023-03-14 11:55:54,472] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/layer_03-model_00-model_states.pt.
0: [2023-03-14 11:55:54,472] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_04-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,487] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_05-model_00-model_states.pt...
0: [2023-03-14 11:55:54,502] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/layer_05-model_00-model_states.pt.
0: [2023-03-14 11:55:54,502] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,533] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,563] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,578] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,623] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,638] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_15-model_00-model_states.pt...
0: [2023-03-14 11:55:54,653] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/layer_15-model_00-model_states.pt.
0: [2023-03-14 11:55:54,653] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_16-model_00-model_states.pt...
0: [2023-03-14 11:55:54,668] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/layer_16-model_00-model_states.pt.
0: [2023-03-14 11:55:54,668] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 11:55:54,685] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step1000/mp_rank_00_model_states.pt
0: [2023-03-14 11:55:54,685] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/mp_rank_00_model_states.pt...
0: [2023-03-14 11:55:54,687] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/mp_rank_00_model_states.pt.
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
7: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
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2: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
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4: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
0: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-14 11:55:54,706] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
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5: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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5: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
5: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,757] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,757] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-14 11:55:54,758] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 11:55:54,758] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 11:55:54,758] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
4: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,758] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,759] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,759] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,759] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,759] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,759] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
2: [2023-03-14 11:55:54,760] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,760] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,760] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,761] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,761] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
1: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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2: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-14 11:55:54,762] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 11:55:54,762] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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1: [2023-03-14 11:55:54,763] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 11:55:54,763] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
0: [2023-03-14 11:55:54,771] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 11:55:54,771] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
4: [2023-03-14 11:55:54,784] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 11:55:54,784] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 11:55:54,784] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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4: [2023-03-14 11:55:54,784] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 11:55:54,784] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
0:   successfully saved checkpoint at iteration    1000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 432.60
6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 11:55:54,755] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
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6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-14 11:55:54,755] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 11:55:54,755] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
6: [2023-03-14 11:55:54,765] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 11:55:54,765] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step1000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 11:55:54,765] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step1000 is ready now!
7:  iteration     1010/   37905 | consumed samples:       258560 | consumed tokens:    529530880 | elapsed time per iteration (s): 0.44 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.695523E+00 | grad norm: 0.704 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 586.018 | TFLOPs: 27.35 |
7:  iteration     1020/   37905 | consumed samples:       261120 | consumed tokens:    534773760 | elapsed time per iteration (s): 0.37 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.690691E+00 | grad norm: 0.649 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.696 | TFLOPs: 32.10 |
7:  iteration     1030/   37905 | consumed samples:       263680 | consumed tokens:    540016640 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.686833E+00 | grad norm: 0.670 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.978 | TFLOPs: 31.41 |
7:  iteration     1040/   37905 | consumed samples:       266240 | consumed tokens:    545259520 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.670280E+00 | grad norm: 0.506 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.270 | TFLOPs: 31.38 |
7:  iteration     1050/   37905 | consumed samples:       268800 | consumed tokens:    550502400 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.643372E+00 | grad norm: 0.542 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.263 | TFLOPs: 31.66 |
7:  iteration     1060/   37905 | consumed samples:       271360 | consumed tokens:    555745280 | elapsed time per iteration (s): 0.38 | learning rate: 1.999E-04 | global batch size:   256 | lm loss: 4.630764E+00 | grad norm: 0.559 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.455 | TFLOPs: 31.53 |
7:  iteration     1070/   37905 | consumed samples:       273920 | consumed tokens:    560988160 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.621111E+00 | grad norm: 0.486 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.951 | TFLOPs: 31.74 |
7:  iteration     1080/   37905 | consumed samples:       276480 | consumed tokens:    566231040 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.609644E+00 | grad norm: 0.703 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.691 | TFLOPs: 31.68 |
7:  iteration     1090/   37905 | consumed samples:       279040 | consumed tokens:    571473920 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.607610E+00 | grad norm: 0.559 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.268 | TFLOPs: 31.66 |
7:  iteration     1100/   37905 | consumed samples:       281600 | consumed tokens:    576716800 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.607934E+00 | grad norm: 0.673 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.152 | TFLOPs: 32.17 |
7:  iteration     1110/   37905 | consumed samples:       284160 | consumed tokens:    581959680 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.593304E+00 | grad norm: 0.625 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.751 | TFLOPs: 31.49 |
7:  iteration     1120/   37905 | consumed samples:       286720 | consumed tokens:    587202560 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.579927E+00 | grad norm: 0.459 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.616 | TFLOPs: 31.86 |
7:  iteration     1130/   37905 | consumed samples:       289280 | consumed tokens:    592445440 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.570654E+00 | grad norm: 0.540 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.074 | TFLOPs: 31.60 |
7:  iteration     1140/   37905 | consumed samples:       291840 | consumed tokens:    597688320 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.557522E+00 | grad norm: 0.532 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.496 | TFLOPs: 31.76 |
7:  iteration     1150/   37905 | consumed samples:       294400 | consumed tokens:    602931200 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.545812E+00 | grad norm: 0.535 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.416 | TFLOPs: 31.67 |
7:  iteration     1160/   37905 | consumed samples:       296960 | consumed tokens:    608174080 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.566403E+00 | grad norm: 0.713 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.073 | TFLOPs: 31.70 |
7:  iteration     1170/   37905 | consumed samples:       299520 | consumed tokens:    613416960 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.542575E+00 | grad norm: 0.545 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.318 | TFLOPs: 31.66 |
7:  iteration     1180/   37905 | consumed samples:       302080 | consumed tokens:    618659840 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.528724E+00 | grad norm: 0.558 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.257 | TFLOPs: 31.66 |
7:  iteration     1190/   37905 | consumed samples:       304640 | consumed tokens:    623902720 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.524630E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.968 | TFLOPs: 32.16 |
7:  iteration     1200/   37905 | consumed samples:       307200 | consumed tokens:    629145600 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.507819E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.497 | TFLOPs: 31.90 |
7:  iteration     1210/   37905 | consumed samples:       309760 | consumed tokens:    634388480 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.503487E+00 | grad norm: 0.591 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.554 | TFLOPs: 31.44 |
7:  iteration     1220/   37905 | consumed samples:       312320 | consumed tokens:    639631360 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.505413E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.652 | TFLOPs: 32.10 |
7:  iteration     1230/   37905 | consumed samples:       314880 | consumed tokens:    644874240 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.504102E+00 | grad norm: 0.742 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.716 | TFLOPs: 31.82 |
7:  iteration     1240/   37905 | consumed samples:       317440 | consumed tokens:    650117120 | elapsed time per iteration (s): 0.37 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.497509E+00 | grad norm: 0.960 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.365 | TFLOPs: 31.99 |
7:  iteration     1250/   37905 | consumed samples:       320000 | consumed tokens:    655360000 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.486145E+00 | grad norm: 0.666 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.256 | TFLOPs: 31.61 |
7:  iteration     1260/   37905 | consumed samples:       322560 | consumed tokens:    660602880 | elapsed time per iteration (s): 0.38 | learning rate: 1.998E-04 | global batch size:   256 | lm loss: 4.470241E+00 | grad norm: 0.524 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.531 | TFLOPs: 31.86 |
7:  iteration     1270/   37905 | consumed samples:       325120 | consumed tokens:    665845760 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.463228E+00 | grad norm: 0.514 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.158 | TFLOPs: 31.56 |
7:  iteration     1280/   37905 | consumed samples:       327680 | consumed tokens:    671088640 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.479502E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.203 | TFLOPs: 31.38 |
7:  iteration     1290/   37905 | consumed samples:       330240 | consumed tokens:    676331520 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.449167E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.367 | TFLOPs: 31.62 |
7:  iteration     1300/   37905 | consumed samples:       332800 | consumed tokens:    681574400 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.452603E+00 | grad norm: 0.675 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.546 | TFLOPs: 32.42 |
7:  iteration     1310/   37905 | consumed samples:       335360 | consumed tokens:    686817280 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.443540E+00 | grad norm: 0.640 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.499 | TFLOPs: 31.76 |
7:  iteration     1320/   37905 | consumed samples:       337920 | consumed tokens:    692060160 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.425825E+00 | grad norm: 0.548 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.226 | TFLOPs: 31.98 |
7:  iteration     1330/   37905 | consumed samples:       340480 | consumed tokens:    697303040 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.428227E+00 | grad norm: 0.439 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.180 | TFLOPs: 32.12 |
7:  iteration     1340/   37905 | consumed samples:       343040 | consumed tokens:    702545920 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.425491E+00 | grad norm: 0.555 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.627 | TFLOPs: 31.54 |
7:  iteration     1350/   37905 | consumed samples:       345600 | consumed tokens:    707788800 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.421933E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.187 | TFLOPs: 32.12 |
7:  iteration     1360/   37905 | consumed samples:       348160 | consumed tokens:    713031680 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.424413E+00 | grad norm: 0.469 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.188 | TFLOPs: 31.66 |
7:  iteration     1370/   37905 | consumed samples:       350720 | consumed tokens:    718274560 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.414820E+00 | grad norm: 0.609 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.266 | TFLOPs: 31.80 |
7:  iteration     1380/   37905 | consumed samples:       353280 | consumed tokens:    723517440 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.423063E+00 | grad norm: 0.487 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.842 | TFLOPs: 31.73 |
7:  iteration     1390/   37905 | consumed samples:       355840 | consumed tokens:    728760320 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.398363E+00 | grad norm: 0.547 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.440 | TFLOPs: 31.43 |
7:  iteration     1400/   37905 | consumed samples:       358400 | consumed tokens:    734003200 | elapsed time per iteration (s): 0.39 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.403843E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.578 | TFLOPs: 30.83 |
7:  iteration     1410/   37905 | consumed samples:       360960 | consumed tokens:    739246080 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.386956E+00 | grad norm: 0.635 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.748 | TFLOPs: 31.91 |
7:  iteration     1420/   37905 | consumed samples:       363520 | consumed tokens:    744488960 | elapsed time per iteration (s): 0.37 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.395359E+00 | grad norm: 0.611 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.045 | TFLOPs: 32.02 |
7:  iteration     1430/   37905 | consumed samples:       366080 | consumed tokens:    749731840 | elapsed time per iteration (s): 0.38 | learning rate: 1.997E-04 | global batch size:   256 | lm loss: 4.383139E+00 | grad norm: 0.497 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.624 | TFLOPs: 31.86 |
7:  iteration     1440/   37905 | consumed samples:       368640 | consumed tokens:    754974720 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.387541E+00 | grad norm: 0.545 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.972 | TFLOPs: 31.18 |
7:  iteration     1450/   37905 | consumed samples:       371200 | consumed tokens:    760217600 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.356496E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.897 | TFLOPs: 31.60 |
7:  iteration     1460/   37905 | consumed samples:       373760 | consumed tokens:    765460480 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.369008E+00 | grad norm: 0.466 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.465 | TFLOPs: 32.04 |
7:  iteration     1470/   37905 | consumed samples:       376320 | consumed tokens:    770703360 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.363496E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.170 | TFLOPs: 31.93 |
7:  iteration     1480/   37905 | consumed samples:       378880 | consumed tokens:    775946240 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.361478E+00 | grad norm: 0.454 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.227 | TFLOPs: 32.03 |
7:  iteration     1490/   37905 | consumed samples:       381440 | consumed tokens:    781189120 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.355492E+00 | grad norm: 0.619 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.368 | TFLOPs: 31.52 |
7:  iteration     1500/   37905 | consumed samples:       384000 | consumed tokens:    786432000 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.349850E+00 | grad norm: 0.465 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.799 | TFLOPs: 31.54 |
7:  iteration     1510/   37905 | consumed samples:       386560 | consumed tokens:    791674880 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.341105E+00 | grad norm: 0.531 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.364 | TFLOPs: 32.04 |
7:  iteration     1520/   37905 | consumed samples:       389120 | consumed tokens:    796917760 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.355200E+00 | grad norm: 0.665 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.395 | TFLOPs: 31.90 |
7:  iteration     1530/   37905 | consumed samples:       391680 | consumed tokens:    802160640 | elapsed time per iteration (s): 0.39 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.340377E+00 | grad norm: 0.525 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.826 | TFLOPs: 30.80 |
7:  iteration     1540/   37905 | consumed samples:       394240 | consumed tokens:    807403520 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.346199E+00 | grad norm: 0.652 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.039 | TFLOPs: 31.46 |
7:  iteration     1550/   37905 | consumed samples:       396800 | consumed tokens:    812646400 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.327357E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.368 | TFLOPs: 31.66 |
7:  iteration     1560/   37905 | consumed samples:       399360 | consumed tokens:    817889280 | elapsed time per iteration (s): 0.37 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.321565E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.742 | TFLOPs: 32.38 |
7:  iteration     1570/   37905 | consumed samples:       401920 | consumed tokens:    823132160 | elapsed time per iteration (s): 0.38 | learning rate: 1.996E-04 | global batch size:   256 | lm loss: 4.322197E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.421 | TFLOPs: 31.43 |
7:  iteration     1580/   37905 | consumed samples:       404480 | consumed tokens:    828375040 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.304796E+00 | grad norm: 0.450 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.877 | TFLOPs: 31.45 |
7:  iteration     1590/   37905 | consumed samples:       407040 | consumed tokens:    833617920 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.296985E+00 | grad norm: 0.496 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.676 | TFLOPs: 32.38 |
7:  iteration     1600/   37905 | consumed samples:       409600 | consumed tokens:    838860800 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.325165E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.458 | TFLOPs: 31.81 |
7:  iteration     1610/   37905 | consumed samples:       412160 | consumed tokens:    844103680 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.290662E+00 | grad norm: 0.447 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.277 | TFLOPs: 32.31 |
7:  iteration     1620/   37905 | consumed samples:       414720 | consumed tokens:    849346560 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.293812E+00 | grad norm: 0.431 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.879 | TFLOPs: 31.78 |
7:  iteration     1630/   37905 | consumed samples:       417280 | consumed tokens:    854589440 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.292889E+00 | grad norm: 0.556 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.295 | TFLOPs: 31.61 |
7:  iteration     1640/   37905 | consumed samples:       419840 | consumed tokens:    859832320 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.287579E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.801 | TFLOPs: 31.73 |
7:  iteration     1650/   37905 | consumed samples:       422400 | consumed tokens:    865075200 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.288452E+00 | grad norm: 0.514 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.712 | TFLOPs: 32.01 |
7:  iteration     1660/   37905 | consumed samples:       424960 | consumed tokens:    870318080 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.296894E+00 | grad norm: 0.468 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.052 | TFLOPs: 32.40 |
7:  iteration     1670/   37905 | consumed samples:       427520 | consumed tokens:    875560960 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.297965E+00 | grad norm: 0.461 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.415 | TFLOPs: 32.41 |
7:  iteration     1680/   37905 | consumed samples:       430080 | consumed tokens:    880803840 | elapsed time per iteration (s): 0.38 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.283969E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.161 | TFLOPs: 31.05 |
7:  iteration     1690/   37905 | consumed samples:       432640 | consumed tokens:    886046720 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.273810E+00 | grad norm: 0.514 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.043 | TFLOPs: 32.40 |
7:  iteration     1700/   37905 | consumed samples:       435200 | consumed tokens:    891289600 | elapsed time per iteration (s): 0.37 | learning rate: 1.995E-04 | global batch size:   256 | lm loss: 4.263386E+00 | grad norm: 0.417 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.834 | TFLOPs: 32.01 |
7:  iteration     1710/   37905 | consumed samples:       437760 | consumed tokens:    896532480 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.279458E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.151 | TFLOPs: 31.89 |
7:  iteration     1720/   37905 | consumed samples:       440320 | consumed tokens:    901775360 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.241861E+00 | grad norm: 0.441 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.441 | TFLOPs: 32.18 |
7:  iteration     1730/   37905 | consumed samples:       442880 | consumed tokens:    907018240 | elapsed time per iteration (s): 0.38 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.248362E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.468 | TFLOPs: 31.58 |
7:  iteration     1740/   37905 | consumed samples:       445440 | consumed tokens:    912261120 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.244988E+00 | grad norm: 0.559 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.171 | TFLOPs: 32.03 |
7:  iteration     1750/   37905 | consumed samples:       448000 | consumed tokens:    917504000 | elapsed time per iteration (s): 0.38 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.262355E+00 | grad norm: 0.531 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.672 | TFLOPs: 31.82 |
7:  iteration     1760/   37905 | consumed samples:       450560 | consumed tokens:    922746880 | elapsed time per iteration (s): 0.38 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.245107E+00 | grad norm: 0.529 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.771 | TFLOPs: 31.73 |
7:  iteration     1770/   37905 | consumed samples:       453120 | consumed tokens:    927989760 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.233646E+00 | grad norm: 0.429 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.869 | TFLOPs: 31.87 |
7:  iteration     1780/   37905 | consumed samples:       455680 | consumed tokens:    933232640 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.234755E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.880 | TFLOPs: 32.20 |
7:  iteration     1790/   37905 | consumed samples:       458240 | consumed tokens:    938475520 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.221765E+00 | grad norm: 0.553 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.322 | TFLOPs: 32.03 |
7:  iteration     1800/   37905 | consumed samples:       460800 | consumed tokens:    943718400 | elapsed time per iteration (s): 0.38 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.241948E+00 | grad norm: 0.477 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.851 | TFLOPs: 31.69 |
7:  iteration     1810/   37905 | consumed samples:       463360 | consumed tokens:    948961280 | elapsed time per iteration (s): 0.37 | learning rate: 1.994E-04 | global batch size:   256 | lm loss: 4.220365E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.460 | TFLOPs: 32.09 |
7:  iteration     1820/   37905 | consumed samples:       465920 | consumed tokens:    954204160 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.231025E+00 | grad norm: 0.422 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.523 | TFLOPs: 32.32 |
7:  iteration     1830/   37905 | consumed samples:       468480 | consumed tokens:    959447040 | elapsed time per iteration (s): 0.38 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.218636E+00 | grad norm: 0.509 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.473 | TFLOPs: 31.16 |
7:  iteration     1840/   37905 | consumed samples:       471040 | consumed tokens:    964689920 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.212571E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.322 | TFLOPs: 32.03 |
7:  iteration     1850/   37905 | consumed samples:       473600 | consumed tokens:    969932800 | elapsed time per iteration (s): 0.39 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.192871E+00 | grad norm: 0.402 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.284 | TFLOPs: 30.82 |
7:  iteration     1860/   37905 | consumed samples:       476160 | consumed tokens:    975175680 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.204483E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.182 | TFLOPs: 32.40 |
7:  iteration     1870/   37905 | consumed samples:       478720 | consumed tokens:    980418560 | elapsed time per iteration (s): 0.38 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.214255E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.065 | TFLOPs: 31.65 |
7:  iteration     1880/   37905 | consumed samples:       481280 | consumed tokens:    985661440 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.200082E+00 | grad norm: 0.542 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.188 | TFLOPs: 32.17 |
7:  iteration     1890/   37905 | consumed samples:       483840 | consumed tokens:    990904320 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.199915E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.838 | TFLOPs: 32.11 |
7:  iteration     1900/   37905 | consumed samples:       486400 | consumed tokens:    996147200 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.199732E+00 | grad norm: 0.436 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.316 | TFLOPs: 32.41 |
7:  iteration     1910/   37905 | consumed samples:       488960 | consumed tokens:   1001390080 | elapsed time per iteration (s): 0.38 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.199660E+00 | grad norm: 0.445 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.504 | TFLOPs: 31.25 |
7:  iteration     1920/   37905 | consumed samples:       491520 | consumed tokens:   1006632960 | elapsed time per iteration (s): 0.37 | learning rate: 1.993E-04 | global batch size:   256 | lm loss: 4.183966E+00 | grad norm: 0.426 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.273 | TFLOPs: 32.41 |
7:  iteration     1930/   37905 | consumed samples:       494080 | consumed tokens:   1011875840 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.200109E+00 | grad norm: 0.525 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.286 | TFLOPs: 31.94 |
7:  iteration     1940/   37905 | consumed samples:       496640 | consumed tokens:   1017118720 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.178641E+00 | grad norm: 0.509 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.825 | TFLOPs: 32.39 |
7:  iteration     1950/   37905 | consumed samples:       499200 | consumed tokens:   1022361600 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.187382E+00 | grad norm: 0.471 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.823 | TFLOPs: 31.82 |
7:  iteration     1960/   37905 | consumed samples:       501760 | consumed tokens:   1027604480 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.174687E+00 | grad norm: 0.400 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.999 | TFLOPs: 31.18 |
7:  iteration     1970/   37905 | consumed samples:       504320 | consumed tokens:   1032847360 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.169231E+00 | grad norm: 0.423 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.111 | TFLOPs: 32.40 |
7:  iteration     1980/   37905 | consumed samples:       506880 | consumed tokens:   1038090240 | elapsed time per iteration (s): 0.37 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.177280E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.177 | TFLOPs: 32.40 |
7:  iteration     1990/   37905 | consumed samples:       509440 | consumed tokens:   1043333120 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.172696E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.055 | TFLOPs: 31.37 |
0: [2023-03-14 12:02:10,624] [INFO] [logging.py:68:log_dist] [Rank 0] step=2000, skipped=0, lr=[0.00019917259290531361, 0.00019917259290531361, 0.00019917259290531361], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     2000/   37905 | consumed samples:       512000 | consumed tokens:   1048576000 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.152114E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 666.683 | TFLOPs: 31.12 |
0: steps: 2000 loss: 4.1386 iter time (s): 0.381 samples/sec: 671.385
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 2000 | lm loss value: 4.147914E+00 | lm loss PPL: 6.330181E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    2000 to checkpoints_146m20b100m
0: [2023-03-14 12:02:10,745] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step2000 is begin to save!
0: [2023-03-14 12:02:10,748] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_01-model_00-model_states.pt...
0: [2023-03-14 12:02:10,833] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/layer_01-model_00-model_states.pt.
0: [2023-03-14 12:02:10,833] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_03-model_00-model_states.pt...
0: [2023-03-14 12:02:10,850] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/layer_03-model_00-model_states.pt.
0: [2023-03-14 12:02:10,850] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_04-model_00-model_states.pt...
0: [2023-03-14 12:02:10,865] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/layer_04-model_00-model_states.pt.
0: [2023-03-14 12:02:10,865] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_05-model_00-model_states.pt...
0: [2023-03-14 12:02:10,880] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/layer_05-model_00-model_states.pt.
0: [2023-03-14 12:02:10,880] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:02:10,941] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 12:02:10,956] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,002] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,017] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,033] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,048] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,063] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/layer_19-model_00-model_states.pt...
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0: [2023-03-14 12:02:11,065] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step2000/mp_rank_00_model_states.pt
0: [2023-03-14 12:02:11,065] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/mp_rank_00_model_states.pt...
0: [2023-03-14 12:02:11,067] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/mp_rank_00_model_states.pt.
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
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3: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
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3: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:02:11,084] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
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0: [2023-03-14 12:02:11,121] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:02:11,121] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:02:11,121] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:02:11,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 12:02:11,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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5: [2023-03-14 12:02:11,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 12:02:11,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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1: [2023-03-14 12:02:11,125] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:02:11,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
1: [2023-03-14 12:02:11,125] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
5: [2023-03-14 12:02:11,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
1: [2023-03-14 12:02:11,125] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:02:11,126] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:02:11,126] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:02:11,126] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 12:02:11,126] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
1: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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7: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
7: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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3: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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5: [2023-03-14 12:02:11,128] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 12:02:11,128] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
5: [2023-03-14 12:02:11,129] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:02:11,129] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 12:02:11,129] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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5: [2023-03-14 12:02:11,129] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
2: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:02:11,129] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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2: [2023-03-14 12:02:11,127] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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2: [2023-03-14 12:02:11,127] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
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2: [2023-03-14 12:02:11,129] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:02:11,130] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:02:11,131] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:02:11,131] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:02:11,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:02:11,132] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:02:11,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 12:02:11,135] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:02:11,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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6: [2023-03-14 12:02:11,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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4: [2023-03-14 12:02:11,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 12:02:11,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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4: [2023-03-14 12:02:11,136] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:02:11,136] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 12:02:11,136] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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0: [2023-03-14 12:02:11,147] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:02:11,147] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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3: [2023-03-14 12:02:11,151] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-14 12:02:11,151] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
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7: [2023-03-14 12:02:11,151] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:02:11,155] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:02:11,156] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
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7: [2023-03-14 12:02:11,157] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:02:11,160] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:02:11,205] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:02:11,210] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:02:11,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step2000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 12:02:11,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step2000 is ready now!
0:   successfully saved checkpoint at iteration    2000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 472.57
7:  iteration     2010/   37905 | consumed samples:       514560 | consumed tokens:   1053818880 | elapsed time per iteration (s): 0.43 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.168093E+00 | grad norm: 0.476 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 599.378 | TFLOPs: 27.98 |
7:  iteration     2020/   37905 | consumed samples:       517120 | consumed tokens:   1059061760 | elapsed time per iteration (s): 0.38 | learning rate: 1.992E-04 | global batch size:   256 | lm loss: 4.157554E+00 | grad norm: 0.472 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.368 | TFLOPs: 31.62 |
7:  iteration     2030/   37905 | consumed samples:       519680 | consumed tokens:   1064304640 | elapsed time per iteration (s): 0.38 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.152740E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.192 | TFLOPs: 31.84 |
7:  iteration     2040/   37905 | consumed samples:       522240 | consumed tokens:   1069547520 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.157146E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.852 | TFLOPs: 32.11 |
7:  iteration     2050/   37905 | consumed samples:       524800 | consumed tokens:   1074790400 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.158847E+00 | grad norm: 0.568 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.172 | TFLOPs: 32.17 |
7:  iteration     2060/   37905 | consumed samples:       527360 | consumed tokens:   1080033280 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.144136E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.208 | TFLOPs: 32.40 |
7:  iteration     2070/   37905 | consumed samples:       529920 | consumed tokens:   1085276160 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.139510E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.390 | TFLOPs: 32.13 |
7:  iteration     2080/   37905 | consumed samples:       532480 | consumed tokens:   1090519040 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.144233E+00 | grad norm: 0.442 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.416 | TFLOPs: 32.41 |
7:  iteration     2090/   37905 | consumed samples:       535040 | consumed tokens:   1095761920 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.146760E+00 | grad norm: 0.510 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.278 | TFLOPs: 32.41 |
7:  iteration     2100/   37905 | consumed samples:       537600 | consumed tokens:   1101004800 | elapsed time per iteration (s): 0.37 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.135113E+00 | grad norm: 0.504 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.698 | TFLOPs: 32.15 |
7:  iteration     2110/   37905 | consumed samples:       540160 | consumed tokens:   1106247680 | elapsed time per iteration (s): 0.38 | learning rate: 1.991E-04 | global batch size:   256 | lm loss: 4.134988E+00 | grad norm: 0.485 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.626 | TFLOPs: 31.30 |
7:  iteration     2120/   37905 | consumed samples:       542720 | consumed tokens:   1111490560 | elapsed time per iteration (s): 0.38 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.133611E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.500 | TFLOPs: 31.39 |
7:  iteration     2130/   37905 | consumed samples:       545280 | consumed tokens:   1116733440 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.125148E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.976 | TFLOPs: 32.25 |
7:  iteration     2140/   37905 | consumed samples:       547840 | consumed tokens:   1121976320 | elapsed time per iteration (s): 0.38 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.130260E+00 | grad norm: 0.430 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.184 | TFLOPs: 31.84 |
7:  iteration     2150/   37905 | consumed samples:       550400 | consumed tokens:   1127219200 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.122824E+00 | grad norm: 0.513 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.107 | TFLOPs: 32.35 |
7:  iteration     2160/   37905 | consumed samples:       552960 | consumed tokens:   1132462080 | elapsed time per iteration (s): 0.38 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.120195E+00 | grad norm: 0.411 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.888 | TFLOPs: 31.83 |
7:  iteration     2170/   37905 | consumed samples:       555520 | consumed tokens:   1137704960 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.112063E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.567 | TFLOPs: 32.42 |
7:  iteration     2180/   37905 | consumed samples:       558080 | consumed tokens:   1142947840 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.109620E+00 | grad norm: 0.411 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.302 | TFLOPs: 32.41 |
7:  iteration     2190/   37905 | consumed samples:       560640 | consumed tokens:   1148190720 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.117195E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.619 | TFLOPs: 32.19 |
7:  iteration     2200/   37905 | consumed samples:       563200 | consumed tokens:   1153433600 | elapsed time per iteration (s): 0.37 | learning rate: 1.990E-04 | global batch size:   256 | lm loss: 4.102180E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.355 | TFLOPs: 32.41 |
7:  iteration     2210/   37905 | consumed samples:       565760 | consumed tokens:   1158676480 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.113991E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.487 | TFLOPs: 32.42 |
7:  iteration     2220/   37905 | consumed samples:       568320 | consumed tokens:   1163919360 | elapsed time per iteration (s): 0.38 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.110075E+00 | grad norm: 0.471 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.188 | TFLOPs: 31.80 |
7:  iteration     2230/   37905 | consumed samples:       570880 | consumed tokens:   1169162240 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.109242E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.670 | TFLOPs: 32.42 |
7:  iteration     2240/   37905 | consumed samples:       573440 | consumed tokens:   1174405120 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.084918E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.251 | TFLOPs: 32.41 |
7:  iteration     2250/   37905 | consumed samples:       576000 | consumed tokens:   1179648000 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.097226E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.335 | TFLOPs: 32.41 |
7:  iteration     2260/   37905 | consumed samples:       578560 | consumed tokens:   1184890880 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.096135E+00 | grad norm: 0.538 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.461 | TFLOPs: 32.41 |
7:  iteration     2270/   37905 | consumed samples:       581120 | consumed tokens:   1190133760 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.070264E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.360 | TFLOPs: 32.41 |
7:  iteration     2280/   37905 | consumed samples:       583680 | consumed tokens:   1195376640 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.103181E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.345 | TFLOPs: 32.41 |
7:  iteration     2290/   37905 | consumed samples:       586240 | consumed tokens:   1200619520 | elapsed time per iteration (s): 0.37 | learning rate: 1.989E-04 | global batch size:   256 | lm loss: 4.103748E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.452 | TFLOPs: 32.18 |
7:  iteration     2300/   37905 | consumed samples:       588800 | consumed tokens:   1205862400 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.086328E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.885 | TFLOPs: 32.20 |
7:  iteration     2310/   37905 | consumed samples:       591360 | consumed tokens:   1211105280 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.092726E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.332 | TFLOPs: 32.41 |
7:  iteration     2320/   37905 | consumed samples:       593920 | consumed tokens:   1216348160 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.060403E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.441 | TFLOPs: 32.41 |
7:  iteration     2330/   37905 | consumed samples:       596480 | consumed tokens:   1221591040 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.076368E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.082 | TFLOPs: 32.16 |
7:  iteration     2340/   37905 | consumed samples:       599040 | consumed tokens:   1226833920 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.091520E+00 | grad norm: 0.437 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.135 | TFLOPs: 32.40 |
7:  iteration     2350/   37905 | consumed samples:       601600 | consumed tokens:   1232076800 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.064196E+00 | grad norm: 0.629 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.867 | TFLOPs: 32.06 |
7:  iteration     2360/   37905 | consumed samples:       604160 | consumed tokens:   1237319680 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.077669E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.474 | TFLOPs: 32.42 |
7:  iteration     2370/   37905 | consumed samples:       606720 | consumed tokens:   1242562560 | elapsed time per iteration (s): 0.37 | learning rate: 1.988E-04 | global batch size:   256 | lm loss: 4.056725E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.665 | TFLOPs: 32.38 |
7:  iteration     2380/   37905 | consumed samples:       609280 | consumed tokens:   1247805440 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.057717E+00 | grad norm: 0.533 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.826 | TFLOPs: 32.39 |
7:  iteration     2390/   37905 | consumed samples:       611840 | consumed tokens:   1253048320 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.075985E+00 | grad norm: 0.433 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.981 | TFLOPs: 32.39 |
7:  iteration     2400/   37905 | consumed samples:       614400 | consumed tokens:   1258291200 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.065229E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.629 | TFLOPs: 32.38 |
7:  iteration     2410/   37905 | consumed samples:       616960 | consumed tokens:   1263534080 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.053161E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.650 | TFLOPs: 32.38 |
7:  iteration     2420/   37905 | consumed samples:       619520 | consumed tokens:   1268776960 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.049763E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.280 | TFLOPs: 32.36 |
7:  iteration     2430/   37905 | consumed samples:       622080 | consumed tokens:   1274019840 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.059840E+00 | grad norm: 0.420 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.977 | TFLOPs: 32.39 |
7:  iteration     2440/   37905 | consumed samples:       624640 | consumed tokens:   1279262720 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.054806E+00 | grad norm: 0.469 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.612 | TFLOPs: 32.38 |
7:  iteration     2450/   37905 | consumed samples:       627200 | consumed tokens:   1284505600 | elapsed time per iteration (s): 0.37 | learning rate: 1.987E-04 | global batch size:   256 | lm loss: 4.050642E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.752 | TFLOPs: 32.38 |
7:  iteration     2460/   37905 | consumed samples:       629760 | consumed tokens:   1289748480 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.062106E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.471 | TFLOPs: 32.37 |
7:  iteration     2470/   37905 | consumed samples:       632320 | consumed tokens:   1294991360 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.060134E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.118 | TFLOPs: 32.40 |
7:  iteration     2480/   37905 | consumed samples:       634880 | consumed tokens:   1300234240 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.051202E+00 | grad norm: 0.413 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.867 | TFLOPs: 32.39 |
7:  iteration     2490/   37905 | consumed samples:       637440 | consumed tokens:   1305477120 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.038631E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.656 | TFLOPs: 32.38 |
7:  iteration     2500/   37905 | consumed samples:       640000 | consumed tokens:   1310720000 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.046148E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.593 | TFLOPs: 32.37 |
7:  iteration     2510/   37905 | consumed samples:       642560 | consumed tokens:   1315962880 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.033820E+00 | grad norm: 0.408 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.648 | TFLOPs: 32.38 |
7:  iteration     2520/   37905 | consumed samples:       645120 | consumed tokens:   1321205760 | elapsed time per iteration (s): 0.37 | learning rate: 1.986E-04 | global batch size:   256 | lm loss: 4.025009E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.777 | TFLOPs: 32.01 |
7:  iteration     2530/   37905 | consumed samples:       647680 | consumed tokens:   1326448640 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.027917E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.461 | TFLOPs: 32.04 |
7:  iteration     2540/   37905 | consumed samples:       650240 | consumed tokens:   1331691520 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.037342E+00 | grad norm: 0.446 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.786 | TFLOPs: 32.15 |
7:  iteration     2550/   37905 | consumed samples:       652800 | consumed tokens:   1336934400 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.035554E+00 | grad norm: 0.463 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.158 | TFLOPs: 32.40 |
7:  iteration     2560/   37905 | consumed samples:       655360 | consumed tokens:   1342177280 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.022478E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.612 | TFLOPs: 32.38 |
7:  iteration     2570/   37905 | consumed samples:       657920 | consumed tokens:   1347420160 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.009679E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.756 | TFLOPs: 32.38 |
7:  iteration     2580/   37905 | consumed samples:       660480 | consumed tokens:   1352663040 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.018271E+00 | grad norm: 0.578 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.969 | TFLOPs: 32.39 |
7:  iteration     2590/   37905 | consumed samples:       663040 | consumed tokens:   1357905920 | elapsed time per iteration (s): 0.37 | learning rate: 1.985E-04 | global batch size:   256 | lm loss: 4.035779E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.533 | TFLOPs: 32.37 |
7:  iteration     2600/   37905 | consumed samples:       665600 | consumed tokens:   1363148800 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.019719E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.033 | TFLOPs: 32.39 |
7:  iteration     2610/   37905 | consumed samples:       668160 | consumed tokens:   1368391680 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.023241E+00 | grad norm: 0.440 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.744 | TFLOPs: 32.38 |
7:  iteration     2620/   37905 | consumed samples:       670720 | consumed tokens:   1373634560 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.027157E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.066 | TFLOPs: 32.40 |
7:  iteration     2630/   37905 | consumed samples:       673280 | consumed tokens:   1378877440 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.015612E+00 | grad norm: 0.411 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.173 | TFLOPs: 32.40 |
7:  iteration     2640/   37905 | consumed samples:       675840 | consumed tokens:   1384120320 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.024506E+00 | grad norm: 0.397 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.207 | TFLOPs: 32.40 |
7:  iteration     2650/   37905 | consumed samples:       678400 | consumed tokens:   1389363200 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.018177E+00 | grad norm: 0.424 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.034 | TFLOPs: 32.39 |
7:  iteration     2660/   37905 | consumed samples:       680960 | consumed tokens:   1394606080 | elapsed time per iteration (s): 0.37 | learning rate: 1.984E-04 | global batch size:   256 | lm loss: 4.013437E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.722 | TFLOPs: 32.05 |
7:  iteration     2670/   37905 | consumed samples:       683520 | consumed tokens:   1399848960 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 3.999294E+00 | grad norm: 0.425 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.975 | TFLOPs: 32.39 |
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7:  iteration     2710/   37905 | consumed samples:       693760 | consumed tokens:   1420820480 | elapsed time per iteration (s): 0.37 | learning rate: 1.983E-04 | global batch size:   256 | lm loss: 3.996272E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.027 | TFLOPs: 32.39 |
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7:  iteration     2750/   37905 | consumed samples:       704000 | consumed tokens:   1441792000 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.989185E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.714 | TFLOPs: 32.05 |
7:  iteration     2760/   37905 | consumed samples:       706560 | consumed tokens:   1447034880 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.980536E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.494 | TFLOPs: 32.37 |
7:  iteration     2770/   37905 | consumed samples:       709120 | consumed tokens:   1452277760 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.980816E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.851 | TFLOPs: 32.39 |
7:  iteration     2780/   37905 | consumed samples:       711680 | consumed tokens:   1457520640 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.987445E+00 | grad norm: 0.444 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.760 | TFLOPs: 32.38 |
7:  iteration     2790/   37905 | consumed samples:       714240 | consumed tokens:   1462763520 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.978975E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.768 | TFLOPs: 32.38 |
7:  iteration     2800/   37905 | consumed samples:       716800 | consumed tokens:   1468006400 | elapsed time per iteration (s): 0.37 | learning rate: 1.982E-04 | global batch size:   256 | lm loss: 3.982388E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.258 | TFLOPs: 32.36 |
7:  iteration     2810/   37905 | consumed samples:       719360 | consumed tokens:   1473249280 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.983525E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.568 | TFLOPs: 32.37 |
7:  iteration     2820/   37905 | consumed samples:       721920 | consumed tokens:   1478492160 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.971724E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.424 | TFLOPs: 32.37 |
7:  iteration     2830/   37905 | consumed samples:       724480 | consumed tokens:   1483735040 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.966077E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.532 | TFLOPs: 32.37 |
7:  iteration     2840/   37905 | consumed samples:       727040 | consumed tokens:   1488977920 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.969054E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.731 | TFLOPs: 32.38 |
7:  iteration     2850/   37905 | consumed samples:       729600 | consumed tokens:   1494220800 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.968109E+00 | grad norm: 0.435 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.647 | TFLOPs: 32.38 |
7:  iteration     2860/   37905 | consumed samples:       732160 | consumed tokens:   1499463680 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.959039E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.483 | TFLOPs: 32.18 |
7:  iteration     2870/   37905 | consumed samples:       734720 | consumed tokens:   1504706560 | elapsed time per iteration (s): 0.37 | learning rate: 1.981E-04 | global batch size:   256 | lm loss: 3.974430E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.975 | TFLOPs: 32.39 |
7:  iteration     2880/   37905 | consumed samples:       737280 | consumed tokens:   1509949440 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.962898E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.041 | TFLOPs: 32.40 |
7:  iteration     2890/   37905 | consumed samples:       739840 | consumed tokens:   1515192320 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.959017E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.373 | TFLOPs: 32.36 |
7:  iteration     2900/   37905 | consumed samples:       742400 | consumed tokens:   1520435200 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.953446E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.432 | TFLOPs: 32.37 |
7:  iteration     2910/   37905 | consumed samples:       744960 | consumed tokens:   1525678080 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.971205E+00 | grad norm: 0.483 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 694.044 | TFLOPs: 32.40 |
7:  iteration     2920/   37905 | consumed samples:       747520 | consumed tokens:   1530920960 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.947242E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.336 | TFLOPs: 32.36 |
7:  iteration     2930/   37905 | consumed samples:       750080 | consumed tokens:   1536163840 | elapsed time per iteration (s): 0.37 | learning rate: 1.980E-04 | global batch size:   256 | lm loss: 3.961719E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.904 | TFLOPs: 32.39 |
7:  iteration     2940/   37905 | consumed samples:       752640 | consumed tokens:   1541406720 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.953197E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.937 | TFLOPs: 32.39 |
7:  iteration     2950/   37905 | consumed samples:       755200 | consumed tokens:   1546649600 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.952503E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.815 | TFLOPs: 32.38 |
7:  iteration     2960/   37905 | consumed samples:       757760 | consumed tokens:   1551892480 | elapsed time per iteration (s): 0.38 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.949500E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.016 | TFLOPs: 31.69 |
7:  iteration     2970/   37905 | consumed samples:       760320 | consumed tokens:   1557135360 | elapsed time per iteration (s): 0.38 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.954630E+00 | grad norm: 0.434 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.467 | TFLOPs: 31.06 |
7:  iteration     2980/   37905 | consumed samples:       762880 | consumed tokens:   1562378240 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.937972E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.469 | TFLOPs: 32.37 |
7:  iteration     2990/   37905 | consumed samples:       765440 | consumed tokens:   1567621120 | elapsed time per iteration (s): 0.37 | learning rate: 1.979E-04 | global batch size:   256 | lm loss: 3.947005E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.155 | TFLOPs: 32.35 |
7:  iteration     3000/   37905 | consumed samples:       768000 | consumed tokens:   1572864000 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.949899E+00 | grad norm: 0.432 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.026 | TFLOPs: 32.35 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 3000 | lm loss value: 3.968956E+00 | lm loss PPL: 5.292922E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    3000 to checkpoints_146m20b100m
0: [2023-03-14 12:08:21,550] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step3000 is begin to save!
0: [2023-03-14 12:08:21,553] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_01-model_00-model_states.pt...
0: [2023-03-14 12:08:21,638] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 12:08:21,655] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_04-model_00-model_states.pt...
0: [2023-03-14 12:08:21,669] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/layer_04-model_00-model_states.pt.
0: [2023-03-14 12:08:21,670] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_05-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,685] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,745] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,760] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,806] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,821] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,836] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,851] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 12:08:21,868] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step3000/mp_rank_00_model_states.pt
0: [2023-03-14 12:08:21,868] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/mp_rank_00_model_states.pt...
0: [2023-03-14 12:08:21,870] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/mp_rank_00_model_states.pt.
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:08:21,886] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
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7: [2023-03-14 12:08:21,922] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:08:21,923] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:08:21,924] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
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4: [2023-03-14 12:08:21,924] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:08:21,926] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 12:08:21,926] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:08:21,938] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,926] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,927] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,927] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,927] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,927] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,927] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,928] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,928] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,929] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,929] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
2: [2023-03-14 12:08:21,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:08:21,931] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 12:08:21,931] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
0: [2023-03-14 12:08:21,945] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step3000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:08:21,945] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step3000 is ready now!
0:   successfully saved checkpoint at iteration    3000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 400.73
7:  iteration     3010/   37905 | consumed samples:       770560 | consumed tokens:   1578106880 | elapsed time per iteration (s): 0.42 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.936815E+00 | grad norm: 0.416 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 611.336 | TFLOPs: 28.53 |
7:  iteration     3020/   37905 | consumed samples:       773120 | consumed tokens:   1583349760 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.929620E+00 | grad norm: 0.418 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.836 | TFLOPs: 32.34 |
7:  iteration     3030/   37905 | consumed samples:       775680 | consumed tokens:   1588592640 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.935992E+00 | grad norm: 0.398 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.279 | TFLOPs: 32.36 |
7:  iteration     3040/   37905 | consumed samples:       778240 | consumed tokens:   1593835520 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.948373E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.338 | TFLOPs: 32.36 |
7:  iteration     3050/   37905 | consumed samples:       780800 | consumed tokens:   1599078400 | elapsed time per iteration (s): 0.37 | learning rate: 1.978E-04 | global batch size:   256 | lm loss: 3.928822E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.879 | TFLOPs: 32.34 |
7:  iteration     3060/   37905 | consumed samples:       783360 | consumed tokens:   1604321280 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.941556E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.764 | TFLOPs: 32.24 |
7:  iteration     3070/   37905 | consumed samples:       785920 | consumed tokens:   1609564160 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.928302E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.518 | TFLOPs: 32.37 |
7:  iteration     3080/   37905 | consumed samples:       788480 | consumed tokens:   1614807040 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.928363E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.863 | TFLOPs: 32.39 |
7:  iteration     3090/   37905 | consumed samples:       791040 | consumed tokens:   1620049920 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.945841E+00 | grad norm: 0.390 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.355 | TFLOPs: 32.36 |
7:  iteration     3100/   37905 | consumed samples:       793600 | consumed tokens:   1625292800 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.923333E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.753 | TFLOPs: 32.38 |
7:  iteration     3110/   37905 | consumed samples:       796160 | consumed tokens:   1630535680 | elapsed time per iteration (s): 0.37 | learning rate: 1.977E-04 | global batch size:   256 | lm loss: 3.921656E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.651 | TFLOPs: 32.38 |
7:  iteration     3120/   37905 | consumed samples:       798720 | consumed tokens:   1635778560 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.924675E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.793 | TFLOPs: 32.38 |
7:  iteration     3130/   37905 | consumed samples:       801280 | consumed tokens:   1641021440 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.923627E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.711 | TFLOPs: 32.38 |
7:  iteration     3140/   37905 | consumed samples:       803840 | consumed tokens:   1646264320 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.927463E+00 | grad norm: 0.463 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.968 | TFLOPs: 32.39 |
7:  iteration     3150/   37905 | consumed samples:       806400 | consumed tokens:   1651507200 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.918690E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.526 | TFLOPs: 32.37 |
7:  iteration     3160/   37905 | consumed samples:       808960 | consumed tokens:   1656750080 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.910103E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.611 | TFLOPs: 32.10 |
7:  iteration     3170/   37905 | consumed samples:       811520 | consumed tokens:   1661992960 | elapsed time per iteration (s): 0.37 | learning rate: 1.976E-04 | global batch size:   256 | lm loss: 3.915270E+00 | grad norm: 0.378 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.915 | TFLOPs: 32.39 |
7:  iteration     3180/   37905 | consumed samples:       814080 | consumed tokens:   1667235840 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 3.923241E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.595 | TFLOPs: 32.37 |
7:  iteration     3190/   37905 | consumed samples:       816640 | consumed tokens:   1672478720 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 3.917859E+00 | grad norm: 0.365 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.681 | TFLOPs: 32.19 |
7:  iteration     3200/   37905 | consumed samples:       819200 | consumed tokens:   1677721600 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 3.924221E+00 | grad norm: 0.407 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.106 | TFLOPs: 32.02 |
7:  iteration     3210/   37905 | consumed samples:       821760 | consumed tokens:   1682964480 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 3.913320E+00 | grad norm: 0.388 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.962 | TFLOPs: 32.39 |
7:  iteration     3220/   37905 | consumed samples:       824320 | consumed tokens:   1688207360 | elapsed time per iteration (s): 0.37 | learning rate: 1.975E-04 | global batch size:   256 | lm loss: 3.911099E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.327 | TFLOPs: 32.36 |
7:  iteration     3230/   37905 | consumed samples:       826880 | consumed tokens:   1693450240 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.911131E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.830 | TFLOPs: 32.39 |
7:  iteration     3240/   37905 | consumed samples:       829440 | consumed tokens:   1698693120 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.914098E+00 | grad norm: 0.367 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.414 | TFLOPs: 32.37 |
7:  iteration     3250/   37905 | consumed samples:       832000 | consumed tokens:   1703936000 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.901067E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.322 | TFLOPs: 32.36 |
7:  iteration     3260/   37905 | consumed samples:       834560 | consumed tokens:   1709178880 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.904812E+00 | grad norm: 0.381 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.312 | TFLOPs: 32.36 |
7:  iteration     3270/   37905 | consumed samples:       837120 | consumed tokens:   1714421760 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.903692E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.365 | TFLOPs: 32.36 |
7:  iteration     3280/   37905 | consumed samples:       839680 | consumed tokens:   1719664640 | elapsed time per iteration (s): 0.37 | learning rate: 1.974E-04 | global batch size:   256 | lm loss: 3.912606E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.253 | TFLOPs: 32.36 |
7:  iteration     3290/   37905 | consumed samples:       842240 | consumed tokens:   1724907520 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 3.893273E+00 | grad norm: 0.421 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.308 | TFLOPs: 32.36 |
7:  iteration     3300/   37905 | consumed samples:       844800 | consumed tokens:   1730150400 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 3.886576E+00 | grad norm: 0.382 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.376 | TFLOPs: 32.36 |
7:  iteration     3310/   37905 | consumed samples:       847360 | consumed tokens:   1735393280 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 3.896563E+00 | grad norm: 0.451 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.244 | TFLOPs: 32.36 |
7:  iteration     3320/   37905 | consumed samples:       849920 | consumed tokens:   1740636160 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 3.900497E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.164 | TFLOPs: 32.35 |
7:  iteration     3330/   37905 | consumed samples:       852480 | consumed tokens:   1745879040 | elapsed time per iteration (s): 0.37 | learning rate: 1.973E-04 | global batch size:   256 | lm loss: 3.895262E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.475 | TFLOPs: 32.37 |
7:  iteration     3340/   37905 | consumed samples:       855040 | consumed tokens:   1751121920 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.900560E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.196 | TFLOPs: 32.36 |
7:  iteration     3350/   37905 | consumed samples:       857600 | consumed tokens:   1756364800 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.898203E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.250 | TFLOPs: 32.36 |
7:  iteration     3360/   37905 | consumed samples:       860160 | consumed tokens:   1761607680 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.896791E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.730 | TFLOPs: 32.33 |
7:  iteration     3370/   37905 | consumed samples:       862720 | consumed tokens:   1766850560 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.890983E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.059 | TFLOPs: 32.35 |
7:  iteration     3380/   37905 | consumed samples:       865280 | consumed tokens:   1772093440 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.864531E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.659 | TFLOPs: 32.38 |
7:  iteration     3390/   37905 | consumed samples:       867840 | consumed tokens:   1777336320 | elapsed time per iteration (s): 0.37 | learning rate: 1.972E-04 | global batch size:   256 | lm loss: 3.889976E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.529 | TFLOPs: 32.37 |
7:  iteration     3400/   37905 | consumed samples:       870400 | consumed tokens:   1782579200 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 3.886137E+00 | grad norm: 0.517 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.415 | TFLOPs: 32.37 |
7:  iteration     3410/   37905 | consumed samples:       872960 | consumed tokens:   1787822080 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 3.889641E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.637 | TFLOPs: 32.38 |
7:  iteration     3420/   37905 | consumed samples:       875520 | consumed tokens:   1793064960 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 3.883530E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.418 | TFLOPs: 32.37 |
7:  iteration     3430/   37905 | consumed samples:       878080 | consumed tokens:   1798307840 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 3.869240E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.992 | TFLOPs: 32.35 |
7:  iteration     3440/   37905 | consumed samples:       880640 | consumed tokens:   1803550720 | elapsed time per iteration (s): 0.37 | learning rate: 1.971E-04 | global batch size:   256 | lm loss: 3.891266E+00 | grad norm: 0.403 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.663 | TFLOPs: 32.38 |
7:  iteration     3450/   37905 | consumed samples:       883200 | consumed tokens:   1808793600 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 3.871457E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.575 | TFLOPs: 32.37 |
7:  iteration     3460/   37905 | consumed samples:       885760 | consumed tokens:   1814036480 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 3.873436E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.519 | TFLOPs: 32.37 |
7:  iteration     3470/   37905 | consumed samples:       888320 | consumed tokens:   1819279360 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 3.872329E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.109 | TFLOPs: 32.12 |
7:  iteration     3480/   37905 | consumed samples:       890880 | consumed tokens:   1824522240 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 3.862090E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.033 | TFLOPs: 32.16 |
7:  iteration     3490/   37905 | consumed samples:       893440 | consumed tokens:   1829765120 | elapsed time per iteration (s): 0.37 | learning rate: 1.970E-04 | global batch size:   256 | lm loss: 3.878790E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.082 | TFLOPs: 32.35 |
7:  iteration     3500/   37905 | consumed samples:       896000 | consumed tokens:   1835008000 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 3.866321E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.023 | TFLOPs: 32.35 |
7:  iteration     3510/   37905 | consumed samples:       898560 | consumed tokens:   1840250880 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 3.873477E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.994 | TFLOPs: 32.35 |
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7:  iteration     3540/   37905 | consumed samples:       906240 | consumed tokens:   1855979520 | elapsed time per iteration (s): 0.37 | learning rate: 1.969E-04 | global batch size:   256 | lm loss: 3.870135E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.333 | TFLOPs: 31.99 |
7:  iteration     3550/   37905 | consumed samples:       908800 | consumed tokens:   1861222400 | elapsed time per iteration (s): 0.37 | learning rate: 1.968E-04 | global batch size:   256 | lm loss: 3.863448E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.599 | TFLOPs: 32.37 |
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7:  iteration     3650/   37905 | consumed samples:       934400 | consumed tokens:   1913651200 | elapsed time per iteration (s): 0.37 | learning rate: 1.966E-04 | global batch size:   256 | lm loss: 3.853360E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.239 | TFLOPs: 32.36 |
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7:  iteration     3670/   37905 | consumed samples:       939520 | consumed tokens:   1924136960 | elapsed time per iteration (s): 0.37 | learning rate: 1.966E-04 | global batch size:   256 | lm loss: 3.850819E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.366 | TFLOPs: 32.36 |
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7:  iteration     3700/   37905 | consumed samples:       947200 | consumed tokens:   1939865600 | elapsed time per iteration (s): 0.37 | learning rate: 1.965E-04 | global batch size:   256 | lm loss: 3.842145E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.108 | TFLOPs: 32.35 |
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7:  iteration     3810/   37905 | consumed samples:       975360 | consumed tokens:   1997537280 | elapsed time per iteration (s): 0.37 | learning rate: 1.963E-04 | global batch size:   256 | lm loss: 3.832513E+00 | grad norm: 0.374 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.275 | TFLOPs: 32.36 |
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7:  iteration     3840/   37905 | consumed samples:       983040 | consumed tokens:   2013265920 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size:   256 | lm loss: 3.825504E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.261 | TFLOPs: 32.36 |
7:  iteration     3850/   37905 | consumed samples:       985600 | consumed tokens:   2018508800 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size:   256 | lm loss: 3.818898E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.752 | TFLOPs: 32.38 |
7:  iteration     3860/   37905 | consumed samples:       988160 | consumed tokens:   2023751680 | elapsed time per iteration (s): 0.37 | learning rate: 1.962E-04 | global batch size:   256 | lm loss: 3.813773E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.523 | TFLOPs: 32.37 |
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7:  iteration     3910/   37905 | consumed samples:      1000960 | consumed tokens:   2049966080 | elapsed time per iteration (s): 0.37 | learning rate: 1.961E-04 | global batch size:   256 | lm loss: 3.814111E+00 | grad norm: 0.364 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.220 | TFLOPs: 32.36 |
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7:  iteration     3940/   37905 | consumed samples:      1008640 | consumed tokens:   2065694720 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 3.797127E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.839 | TFLOPs: 32.39 |
7:  iteration     3950/   37905 | consumed samples:      1011200 | consumed tokens:   2070937600 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 3.808695E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.746 | TFLOPs: 32.38 |
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7:  iteration     3970/   37905 | consumed samples:      1016320 | consumed tokens:   2081423360 | elapsed time per iteration (s): 0.37 | learning rate: 1.960E-04 | global batch size:   256 | lm loss: 3.811348E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.330 | TFLOPs: 32.36 |
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0: [2023-03-14 12:14:31,718] [INFO] [logging.py:68:log_dist] [Rank 0] step=4000, skipped=0, lr=[0.0001958964133300005, 0.0001958964133300005, 0.0001958964133300005], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     4000/   37905 | consumed samples:      1024000 | consumed tokens:   2097152000 | elapsed time per iteration (s): 0.37 | learning rate: 1.959E-04 | global batch size:   256 | lm loss: 3.810674E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.542 | TFLOPs: 32.33 |
0: steps: 4000 loss: 3.7946 iter time (s): 0.368 samples/sec: 695.718
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 4000 | lm loss value: 3.906672E+00 | lm loss PPL: 4.973319E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    4000 to checkpoints_146m20b100m
0: [2023-03-14 12:14:31,841] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step4000 is begin to save!
0: [2023-03-14 12:14:31,845] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 12:14:32,141] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/layer_16-model_00-model_states.pt.
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0: [2023-03-14 12:14:32,158] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step4000/mp_rank_00_model_states.pt
0: [2023-03-14 12:14:32,158] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/mp_rank_00_model_states.pt...
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0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
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6: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
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5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
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6: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
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4: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:14:32,177] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
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0: [2023-03-14 12:14:32,209] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:14:32,210] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:14:32,210] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 12:14:32,210] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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4: [2023-03-14 12:14:32,210] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 12:14:32,210] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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3: [2023-03-14 12:14:32,212] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
3: [2023-03-14 12:14:32,212] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
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7: [2023-03-14 12:14:32,212] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 12:14:32,212] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
1: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:14:32,213] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
6: [2023-03-14 12:14:32,213] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
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6: [2023-03-14 12:14:32,214] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:14:32,215] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:14:32,215] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:14:32,215] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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7: [2023-03-14 12:14:32,216] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
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7: [2023-03-14 12:14:32,217] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
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2: [2023-03-14 12:14:32,212] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:14:32,220] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 12:14:32,220] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-14 12:14:32,220] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:14:32,220] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 12:14:32,220] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
4: [2023-03-14 12:14:32,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:14:32,221] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 12:14:32,221] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
5: [2023-03-14 12:14:32,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:14:32,221] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 12:14:32,221] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:14:32,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
3: [2023-03-14 12:14:32,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
5: [2023-03-14 12:14:32,222] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
0: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
3: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
5: [2023-03-14 12:14:32,222] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:14:32,223] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
4: [2023-03-14 12:14:32,223] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
7: [2023-03-14 12:14:32,223] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
4: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
7: [2023-03-14 12:14:32,223] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0: [2023-03-14 12:14:32,233] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:14:32,233] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-14 12:14:32,243] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:14:32,243] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 12:14:32,243] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
2: [2023-03-14 12:14:32,246] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:14:32,246] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 12:14:32,246] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
3: [2023-03-14 12:14:32,246] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:14:32,246] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 12:14:32,246] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-14 12:14:32,247] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:14:32,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 12:14:32,247] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
3: [2023-03-14 12:14:32,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:14:32,251] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:14:32,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 12:14:32,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
2: [2023-03-14 12:14:32,251] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 12:14:32,251] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
6: [2023-03-14 12:14:32,252] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:14:32,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 12:14:32,252] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
1: [2023-03-14 12:14:32,254] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:14:32,254] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step4000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 12:14:32,254] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step4000 is ready now!
0:   successfully saved checkpoint at iteration    4000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 416.99
7:  iteration     4010/   37905 | consumed samples:      1026560 | consumed tokens:   2102394880 | elapsed time per iteration (s): 0.42 | learning rate: 1.959E-04 | global batch size:   256 | lm loss: 3.797875E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 606.105 | TFLOPs: 28.29 |
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7:  iteration     4030/   37905 | consumed samples:      1031680 | consumed tokens:   2112880640 | elapsed time per iteration (s): 0.37 | learning rate: 1.958E-04 | global batch size:   256 | lm loss: 3.812904E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.772 | TFLOPs: 32.34 |
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7:  iteration     4070/   37905 | consumed samples:      1041920 | consumed tokens:   2133852160 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.803234E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.433 | TFLOPs: 32.32 |
7:  iteration     4080/   37905 | consumed samples:      1044480 | consumed tokens:   2139095040 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.810528E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.269 | TFLOPs: 32.36 |
7:  iteration     4090/   37905 | consumed samples:      1047040 | consumed tokens:   2144337920 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.794568E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.724 | TFLOPs: 32.38 |
7:  iteration     4100/   37905 | consumed samples:      1049600 | consumed tokens:   2149580800 | elapsed time per iteration (s): 0.37 | learning rate: 1.957E-04 | global batch size:   256 | lm loss: 3.789821E+00 | grad norm: 0.392 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.180 | TFLOPs: 32.36 |
7:  iteration     4110/   37905 | consumed samples:      1052160 | consumed tokens:   2154823680 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.816626E+00 | grad norm: 0.379 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.047 | TFLOPs: 32.35 |
7:  iteration     4120/   37905 | consumed samples:      1054720 | consumed tokens:   2160066560 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.786678E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.125 | TFLOPs: 32.35 |
7:  iteration     4130/   37905 | consumed samples:      1057280 | consumed tokens:   2165309440 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.793883E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.704 | TFLOPs: 32.38 |
7:  iteration     4140/   37905 | consumed samples:      1059840 | consumed tokens:   2170552320 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.783580E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.383 | TFLOPs: 32.32 |
7:  iteration     4150/   37905 | consumed samples:      1062400 | consumed tokens:   2175795200 | elapsed time per iteration (s): 0.37 | learning rate: 1.956E-04 | global batch size:   256 | lm loss: 3.808534E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.415 | TFLOPs: 32.32 |
7:  iteration     4160/   37905 | consumed samples:      1064960 | consumed tokens:   2181038080 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.780919E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.330 | TFLOPs: 32.32 |
7:  iteration     4170/   37905 | consumed samples:      1067520 | consumed tokens:   2186280960 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.778209E+00 | grad norm: 0.387 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.702 | TFLOPs: 32.33 |
7:  iteration     4180/   37905 | consumed samples:      1070080 | consumed tokens:   2191523840 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.792994E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.748 | TFLOPs: 32.33 |
7:  iteration     4190/   37905 | consumed samples:      1072640 | consumed tokens:   2196766720 | elapsed time per iteration (s): 0.37 | learning rate: 1.955E-04 | global batch size:   256 | lm loss: 3.782614E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.122 | TFLOPs: 32.35 |
7:  iteration     4200/   37905 | consumed samples:      1075200 | consumed tokens:   2202009600 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.782206E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.859 | TFLOPs: 32.34 |
7:  iteration     4210/   37905 | consumed samples:      1077760 | consumed tokens:   2207252480 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.792974E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.985 | TFLOPs: 32.35 |
7:  iteration     4220/   37905 | consumed samples:      1080320 | consumed tokens:   2212495360 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.765208E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.572 | TFLOPs: 32.37 |
7:  iteration     4230/   37905 | consumed samples:      1082880 | consumed tokens:   2217738240 | elapsed time per iteration (s): 0.37 | learning rate: 1.954E-04 | global batch size:   256 | lm loss: 3.789631E+00 | grad norm: 0.385 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.241 | TFLOPs: 32.36 |
7:  iteration     4240/   37905 | consumed samples:      1085440 | consumed tokens:   2222981120 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.788673E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.731 | TFLOPs: 32.33 |
7:  iteration     4250/   37905 | consumed samples:      1088000 | consumed tokens:   2228224000 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.772423E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.607 | TFLOPs: 32.33 |
7:  iteration     4260/   37905 | consumed samples:      1090560 | consumed tokens:   2233466880 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.768113E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.357 | TFLOPs: 32.32 |
7:  iteration     4270/   37905 | consumed samples:      1093120 | consumed tokens:   2238709760 | elapsed time per iteration (s): 0.37 | learning rate: 1.953E-04 | global batch size:   256 | lm loss: 3.760274E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.052 | TFLOPs: 32.35 |
7:  iteration     4280/   37905 | consumed samples:      1095680 | consumed tokens:   2243952640 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.762269E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.257 | TFLOPs: 32.36 |
7:  iteration     4290/   37905 | consumed samples:      1098240 | consumed tokens:   2249195520 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.790118E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.205 | TFLOPs: 32.36 |
7:  iteration     4300/   37905 | consumed samples:      1100800 | consumed tokens:   2254438400 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.766188E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.810 | TFLOPs: 32.34 |
7:  iteration     4310/   37905 | consumed samples:      1103360 | consumed tokens:   2259681280 | elapsed time per iteration (s): 0.37 | learning rate: 1.952E-04 | global batch size:   256 | lm loss: 3.774679E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.296 | TFLOPs: 32.36 |
7:  iteration     4320/   37905 | consumed samples:      1105920 | consumed tokens:   2264924160 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.766318E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.361 | TFLOPs: 32.36 |
7:  iteration     4330/   37905 | consumed samples:      1108480 | consumed tokens:   2270167040 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.759687E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.928 | TFLOPs: 32.34 |
7:  iteration     4340/   37905 | consumed samples:      1111040 | consumed tokens:   2275409920 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.759400E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.925 | TFLOPs: 32.34 |
7:  iteration     4350/   37905 | consumed samples:      1113600 | consumed tokens:   2280652800 | elapsed time per iteration (s): 0.37 | learning rate: 1.951E-04 | global batch size:   256 | lm loss: 3.754596E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.909 | TFLOPs: 32.34 |
7:  iteration     4360/   37905 | consumed samples:      1116160 | consumed tokens:   2285895680 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.759545E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.768 | TFLOPs: 32.34 |
7:  iteration     4370/   37905 | consumed samples:      1118720 | consumed tokens:   2291138560 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.772033E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.212 | TFLOPs: 32.36 |
7:  iteration     4380/   37905 | consumed samples:      1121280 | consumed tokens:   2296381440 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.777208E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.795 | TFLOPs: 32.34 |
7:  iteration     4390/   37905 | consumed samples:      1123840 | consumed tokens:   2301624320 | elapsed time per iteration (s): 0.37 | learning rate: 1.950E-04 | global batch size:   256 | lm loss: 3.770819E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.375 | TFLOPs: 32.36 |
7:  iteration     4400/   37905 | consumed samples:      1126400 | consumed tokens:   2306867200 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.761977E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.187 | TFLOPs: 32.36 |
7:  iteration     4410/   37905 | consumed samples:      1128960 | consumed tokens:   2312110080 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.770135E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.155 | TFLOPs: 32.35 |
7:  iteration     4420/   37905 | consumed samples:      1131520 | consumed tokens:   2317352960 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.758590E+00 | grad norm: 0.353 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.067 | TFLOPs: 32.35 |
7:  iteration     4430/   37905 | consumed samples:      1134080 | consumed tokens:   2322595840 | elapsed time per iteration (s): 0.37 | learning rate: 1.949E-04 | global batch size:   256 | lm loss: 3.764917E+00 | grad norm: 0.399 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.273 | TFLOPs: 32.36 |
7:  iteration     4440/   37905 | consumed samples:      1136640 | consumed tokens:   2327838720 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.755136E+00 | grad norm: 0.414 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.382 | TFLOPs: 32.36 |
7:  iteration     4450/   37905 | consumed samples:      1139200 | consumed tokens:   2333081600 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.769237E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.455 | TFLOPs: 32.37 |
7:  iteration     4460/   37905 | consumed samples:      1141760 | consumed tokens:   2338324480 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.753758E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.042 | TFLOPs: 32.35 |
7:  iteration     4470/   37905 | consumed samples:      1144320 | consumed tokens:   2343567360 | elapsed time per iteration (s): 0.37 | learning rate: 1.948E-04 | global batch size:   256 | lm loss: 3.757108E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.178 | TFLOPs: 32.36 |
7:  iteration     4480/   37905 | consumed samples:      1146880 | consumed tokens:   2348810240 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.754903E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.440 | TFLOPs: 32.37 |
7:  iteration     4490/   37905 | consumed samples:      1149440 | consumed tokens:   2354053120 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.749806E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.368 | TFLOPs: 32.36 |
7:  iteration     4500/   37905 | consumed samples:      1152000 | consumed tokens:   2359296000 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.749765E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.311 | TFLOPs: 32.36 |
7:  iteration     4510/   37905 | consumed samples:      1154560 | consumed tokens:   2364538880 | elapsed time per iteration (s): 0.37 | learning rate: 1.947E-04 | global batch size:   256 | lm loss: 3.747200E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.332 | TFLOPs: 32.36 |
7:  iteration     4520/   37905 | consumed samples:      1157120 | consumed tokens:   2369781760 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.756122E+00 | grad norm: 0.384 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.364 | TFLOPs: 32.36 |
7:  iteration     4530/   37905 | consumed samples:      1159680 | consumed tokens:   2375024640 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.759850E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.579 | TFLOPs: 32.23 |
7:  iteration     4540/   37905 | consumed samples:      1162240 | consumed tokens:   2380267520 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.750758E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.764 | TFLOPs: 32.34 |
7:  iteration     4550/   37905 | consumed samples:      1164800 | consumed tokens:   2385510400 | elapsed time per iteration (s): 0.37 | learning rate: 1.946E-04 | global batch size:   256 | lm loss: 3.744666E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.045 | TFLOPs: 32.35 |
7:  iteration     4560/   37905 | consumed samples:      1167360 | consumed tokens:   2390753280 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.737065E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.289 | TFLOPs: 32.36 |
7:  iteration     4570/   37905 | consumed samples:      1169920 | consumed tokens:   2395996160 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.756789E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.301 | TFLOPs: 32.36 |
7:  iteration     4580/   37905 | consumed samples:      1172480 | consumed tokens:   2401239040 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.761683E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.611 | TFLOPs: 32.14 |
7:  iteration     4590/   37905 | consumed samples:      1175040 | consumed tokens:   2406481920 | elapsed time per iteration (s): 0.37 | learning rate: 1.945E-04 | global batch size:   256 | lm loss: 3.740895E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.735 | TFLOPs: 32.38 |
7:  iteration     4600/   37905 | consumed samples:      1177600 | consumed tokens:   2411724800 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.739315E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.744 | TFLOPs: 32.15 |
7:  iteration     4610/   37905 | consumed samples:      1180160 | consumed tokens:   2416967680 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.756097E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.355 | TFLOPs: 32.36 |
7:  iteration     4620/   37905 | consumed samples:      1182720 | consumed tokens:   2422210560 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.739248E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.164 | TFLOPs: 32.35 |
7:  iteration     4630/   37905 | consumed samples:      1185280 | consumed tokens:   2427453440 | elapsed time per iteration (s): 0.37 | learning rate: 1.944E-04 | global batch size:   256 | lm loss: 3.752446E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.297 | TFLOPs: 32.36 |
7:  iteration     4640/   37905 | consumed samples:      1187840 | consumed tokens:   2432696320 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size:   256 | lm loss: 3.757809E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.401 | TFLOPs: 32.37 |
7:  iteration     4650/   37905 | consumed samples:      1190400 | consumed tokens:   2437939200 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size:   256 | lm loss: 3.729923E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.324 | TFLOPs: 32.36 |
7:  iteration     4660/   37905 | consumed samples:      1192960 | consumed tokens:   2443182080 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size:   256 | lm loss: 3.745245E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.341 | TFLOPs: 32.36 |
7:  iteration     4670/   37905 | consumed samples:      1195520 | consumed tokens:   2448424960 | elapsed time per iteration (s): 0.37 | learning rate: 1.943E-04 | global batch size:   256 | lm loss: 3.735025E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.609 | TFLOPs: 32.33 |
7:  iteration     4680/   37905 | consumed samples:      1198080 | consumed tokens:   2453667840 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size:   256 | lm loss: 3.743845E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.666 | TFLOPs: 32.28 |
7:  iteration     4690/   37905 | consumed samples:      1200640 | consumed tokens:   2458910720 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size:   256 | lm loss: 3.747931E+00 | grad norm: 0.369 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.123 | TFLOPs: 32.35 |
7:  iteration     4700/   37905 | consumed samples:      1203200 | consumed tokens:   2464153600 | elapsed time per iteration (s): 0.37 | learning rate: 1.942E-04 | global batch size:   256 | lm loss: 3.738758E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.200 | TFLOPs: 32.36 |
7:  iteration     4710/   37905 | consumed samples:      1205760 | consumed tokens:   2469396480 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size:   256 | lm loss: 3.741933E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.246 | TFLOPs: 32.36 |
7:  iteration     4720/   37905 | consumed samples:      1208320 | consumed tokens:   2474639360 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size:   256 | lm loss: 3.723895E+00 | grad norm: 0.410 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.202 | TFLOPs: 32.36 |
7:  iteration     4730/   37905 | consumed samples:      1210880 | consumed tokens:   2479882240 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size:   256 | lm loss: 3.744394E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.854 | TFLOPs: 32.34 |
7:  iteration     4740/   37905 | consumed samples:      1213440 | consumed tokens:   2485125120 | elapsed time per iteration (s): 0.37 | learning rate: 1.941E-04 | global batch size:   256 | lm loss: 3.736119E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.072 | TFLOPs: 32.35 |
7:  iteration     4750/   37905 | consumed samples:      1216000 | consumed tokens:   2490368000 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size:   256 | lm loss: 3.725904E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.197 | TFLOPs: 32.36 |
7:  iteration     4760/   37905 | consumed samples:      1218560 | consumed tokens:   2495610880 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size:   256 | lm loss: 3.716722E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.047 | TFLOPs: 32.35 |
7:  iteration     4770/   37905 | consumed samples:      1221120 | consumed tokens:   2500853760 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size:   256 | lm loss: 3.722186E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.285 | TFLOPs: 32.36 |
7:  iteration     4780/   37905 | consumed samples:      1223680 | consumed tokens:   2506096640 | elapsed time per iteration (s): 0.37 | learning rate: 1.940E-04 | global batch size:   256 | lm loss: 3.734536E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.658 | TFLOPs: 32.33 |
7:  iteration     4790/   37905 | consumed samples:      1226240 | consumed tokens:   2511339520 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size:   256 | lm loss: 3.737469E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.073 | TFLOPs: 32.12 |
7:  iteration     4800/   37905 | consumed samples:      1228800 | consumed tokens:   2516582400 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size:   256 | lm loss: 3.730077E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.103 | TFLOPs: 32.35 |
7:  iteration     4810/   37905 | consumed samples:      1231360 | consumed tokens:   2521825280 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size:   256 | lm loss: 3.731693E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.913 | TFLOPs: 32.34 |
7:  iteration     4820/   37905 | consumed samples:      1233920 | consumed tokens:   2527068160 | elapsed time per iteration (s): 0.37 | learning rate: 1.939E-04 | global batch size:   256 | lm loss: 3.724840E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.300 | TFLOPs: 32.36 |
7:  iteration     4830/   37905 | consumed samples:      1236480 | consumed tokens:   2532311040 | elapsed time per iteration (s): 0.37 | learning rate: 1.938E-04 | global batch size:   256 | lm loss: 3.721292E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.536 | TFLOPs: 32.37 |
7:  iteration     4840/   37905 | consumed samples:      1239040 | consumed tokens:   2537553920 | elapsed time per iteration (s): 0.37 | learning rate: 1.938E-04 | global batch size:   256 | lm loss: 3.719245E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.603 | TFLOPs: 32.37 |
7:  iteration     4850/   37905 | consumed samples:      1241600 | consumed tokens:   2542796800 | elapsed time per iteration (s): 0.37 | learning rate: 1.938E-04 | global batch size:   256 | lm loss: 3.717062E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.271 | TFLOPs: 32.36 |
7:  iteration     4860/   37905 | consumed samples:      1244160 | consumed tokens:   2548039680 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.733334E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.944 | TFLOPs: 32.34 |
7:  iteration     4870/   37905 | consumed samples:      1246720 | consumed tokens:   2553282560 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.718585E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.338 | TFLOPs: 32.36 |
7:  iteration     4880/   37905 | consumed samples:      1249280 | consumed tokens:   2558525440 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.727830E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.942 | TFLOPs: 32.34 |
7:  iteration     4890/   37905 | consumed samples:      1251840 | consumed tokens:   2563768320 | elapsed time per iteration (s): 0.37 | learning rate: 1.937E-04 | global batch size:   256 | lm loss: 3.725278E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.860 | TFLOPs: 32.34 |
7:  iteration     4900/   37905 | consumed samples:      1254400 | consumed tokens:   2569011200 | elapsed time per iteration (s): 0.37 | learning rate: 1.936E-04 | global batch size:   256 | lm loss: 3.729594E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.047 | TFLOPs: 32.26 |
7:  iteration     4910/   37905 | consumed samples:      1256960 | consumed tokens:   2574254080 | elapsed time per iteration (s): 0.37 | learning rate: 1.936E-04 | global batch size:   256 | lm loss: 3.724021E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.503 | TFLOPs: 32.28 |
7:  iteration     4920/   37905 | consumed samples:      1259520 | consumed tokens:   2579496960 | elapsed time per iteration (s): 0.37 | learning rate: 1.936E-04 | global batch size:   256 | lm loss: 3.706398E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.665 | TFLOPs: 32.28 |
7:  iteration     4930/   37905 | consumed samples:      1262080 | consumed tokens:   2584739840 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.719616E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.670 | TFLOPs: 32.28 |
7:  iteration     4940/   37905 | consumed samples:      1264640 | consumed tokens:   2589982720 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.713670E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.452 | TFLOPs: 32.27 |
7:  iteration     4950/   37905 | consumed samples:      1267200 | consumed tokens:   2595225600 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.711517E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.875 | TFLOPs: 32.29 |
7:  iteration     4960/   37905 | consumed samples:      1269760 | consumed tokens:   2600468480 | elapsed time per iteration (s): 0.37 | learning rate: 1.935E-04 | global batch size:   256 | lm loss: 3.715288E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.980 | TFLOPs: 32.30 |
7:  iteration     4970/   37905 | consumed samples:      1272320 | consumed tokens:   2605711360 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size:   256 | lm loss: 3.708812E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.268 | TFLOPs: 32.27 |
7:  iteration     4980/   37905 | consumed samples:      1274880 | consumed tokens:   2610954240 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size:   256 | lm loss: 3.714126E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.032 | TFLOPs: 32.16 |
7:  iteration     4990/   37905 | consumed samples:      1277440 | consumed tokens:   2616197120 | elapsed time per iteration (s): 0.37 | learning rate: 1.934E-04 | global batch size:   256 | lm loss: 3.698909E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.274 | TFLOPs: 32.36 |
7:  iteration     5000/   37905 | consumed samples:      1280000 | consumed tokens:   2621440000 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.715403E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.960 | TFLOPs: 32.34 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 5000 | lm loss value: 3.837051E+00 | lm loss PPL: 4.638846E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    5000 to checkpoints_146m20b100m
0: [2023-03-14 12:20:41,901] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step5000 is begin to save!
0: [2023-03-14 12:20:41,904] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_01-model_00-model_states.pt...
0: [2023-03-14 12:20:41,989] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_01-model_00-model_states.pt.
0: [2023-03-14 12:20:41,990] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_03-model_00-model_states.pt...
0: [2023-03-14 12:20:42,005] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_03-model_00-model_states.pt.
0: [2023-03-14 12:20:42,005] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_04-model_00-model_states.pt...
0: [2023-03-14 12:20:42,020] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_04-model_00-model_states.pt.
0: [2023-03-14 12:20:42,020] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_05-model_00-model_states.pt...
0: [2023-03-14 12:20:42,037] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_05-model_00-model_states.pt.
0: [2023-03-14 12:20:42,037] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_06-model_00-model_states.pt...
0: [2023-03-14 12:20:42,052] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_06-model_00-model_states.pt.
0: [2023-03-14 12:20:42,052] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_07-model_00-model_states.pt...
0: [2023-03-14 12:20:42,067] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_07-model_00-model_states.pt.
0: [2023-03-14 12:20:42,067] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_08-model_00-model_states.pt...
0: [2023-03-14 12:20:42,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_08-model_00-model_states.pt.
0: [2023-03-14 12:20:42,082] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_09-model_00-model_states.pt...
0: [2023-03-14 12:20:42,097] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_09-model_00-model_states.pt.
0: [2023-03-14 12:20:42,097] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_10-model_00-model_states.pt...
0: [2023-03-14 12:20:42,112] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_10-model_00-model_states.pt.
0: [2023-03-14 12:20:42,112] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 12:20:42,127] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_12-model_00-model_states.pt...
0: [2023-03-14 12:20:42,142] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_12-model_00-model_states.pt.
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0: [2023-03-14 12:20:42,157] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_14-model_00-model_states.pt...
0: [2023-03-14 12:20:42,172] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_14-model_00-model_states.pt.
0: [2023-03-14 12:20:42,172] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_15-model_00-model_states.pt...
0: [2023-03-14 12:20:42,187] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_15-model_00-model_states.pt.
0: [2023-03-14 12:20:42,187] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:20:42,202] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_17-model_00-model_states.pt...
0: [2023-03-14 12:20:42,217] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_17-model_00-model_states.pt.
0: [2023-03-14 12:20:42,217] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/layer_19-model_00-model_states.pt...
0: [2023-03-14 12:20:42,218] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/layer_19-model_00-model_states.pt.
0: [2023-03-14 12:20:42,219] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step5000/mp_rank_00_model_states.pt
0: [2023-03-14 12:20:42,219] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/mp_rank_00_model_states.pt...
0: [2023-03-14 12:20:42,221] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/mp_rank_00_model_states.pt.
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
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6: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:20:42,238] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:20:42,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
2: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:20:42,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:20:42,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
4: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
4: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
1: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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4: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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7: [2023-03-14 12:20:42,272] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,273] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,273] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
0: [2023-03-14 12:20:42,282] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:20:42,282] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 12:20:42,279] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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7: [2023-03-14 12:20:42,280] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:20:42,285] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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6: [2023-03-14 12:20:42,286] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 12:20:42,286] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:20:42,286] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
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6: [2023-03-14 12:20:42,286] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 12:20:42,286] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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1: [2023-03-14 12:20:42,286] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:20:42,293] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:20:42,293] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-14 12:20:42,293] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
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1: [2023-03-14 12:20:42,294] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 12:20:42,294] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
0: [2023-03-14 12:20:42,302] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step5000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:20:42,302] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step5000 is ready now!
0:   successfully saved checkpoint at iteration    5000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 407.16
7:  iteration     5010/   37905 | consumed samples:      1282560 | consumed tokens:   2626682880 | elapsed time per iteration (s): 0.42 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.704660E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 611.104 | TFLOPs: 28.52 |
7:  iteration     5020/   37905 | consumed samples:      1285120 | consumed tokens:   2631925760 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.705983E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.271 | TFLOPs: 32.36 |
7:  iteration     5030/   37905 | consumed samples:      1287680 | consumed tokens:   2637168640 | elapsed time per iteration (s): 0.37 | learning rate: 1.933E-04 | global batch size:   256 | lm loss: 3.703208E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.176 | TFLOPs: 32.35 |
7:  iteration     5040/   37905 | consumed samples:      1290240 | consumed tokens:   2642411520 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size:   256 | lm loss: 3.700658E+00 | grad norm: 0.383 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.173 | TFLOPs: 32.35 |
7:  iteration     5050/   37905 | consumed samples:      1292800 | consumed tokens:   2647654400 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size:   256 | lm loss: 3.700930E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.301 | TFLOPs: 32.36 |
7:  iteration     5060/   37905 | consumed samples:      1295360 | consumed tokens:   2652897280 | elapsed time per iteration (s): 0.37 | learning rate: 1.932E-04 | global batch size:   256 | lm loss: 3.690489E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.775 | TFLOPs: 32.34 |
7:  iteration     5070/   37905 | consumed samples:      1297920 | consumed tokens:   2658140160 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.699975E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.798 | TFLOPs: 32.34 |
7:  iteration     5080/   37905 | consumed samples:      1300480 | consumed tokens:   2663383040 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.696782E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.200 | TFLOPs: 32.36 |
7:  iteration     5090/   37905 | consumed samples:      1303040 | consumed tokens:   2668625920 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.714660E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.688 | TFLOPs: 32.24 |
7:  iteration     5100/   37905 | consumed samples:      1305600 | consumed tokens:   2673868800 | elapsed time per iteration (s): 0.37 | learning rate: 1.931E-04 | global batch size:   256 | lm loss: 3.700293E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.173 | TFLOPs: 32.26 |
7:  iteration     5110/   37905 | consumed samples:      1308160 | consumed tokens:   2679111680 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size:   256 | lm loss: 3.699819E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.399 | TFLOPs: 32.32 |
7:  iteration     5120/   37905 | consumed samples:      1310720 | consumed tokens:   2684354560 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size:   256 | lm loss: 3.710855E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.836 | TFLOPs: 32.34 |
7:  iteration     5130/   37905 | consumed samples:      1313280 | consumed tokens:   2689597440 | elapsed time per iteration (s): 0.37 | learning rate: 1.930E-04 | global batch size:   256 | lm loss: 3.705289E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.729 | TFLOPs: 32.33 |
7:  iteration     5140/   37905 | consumed samples:      1315840 | consumed tokens:   2694840320 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.686999E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.585 | TFLOPs: 32.33 |
7:  iteration     5150/   37905 | consumed samples:      1318400 | consumed tokens:   2700083200 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.682314E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.609 | TFLOPs: 32.33 |
7:  iteration     5160/   37905 | consumed samples:      1320960 | consumed tokens:   2705326080 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.692311E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.472 | TFLOPs: 32.18 |
7:  iteration     5170/   37905 | consumed samples:      1323520 | consumed tokens:   2710568960 | elapsed time per iteration (s): 0.37 | learning rate: 1.929E-04 | global batch size:   256 | lm loss: 3.688887E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.414 | TFLOPs: 32.32 |
7:  iteration     5180/   37905 | consumed samples:      1326080 | consumed tokens:   2715811840 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size:   256 | lm loss: 3.696501E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.149 | TFLOPs: 32.35 |
7:  iteration     5190/   37905 | consumed samples:      1328640 | consumed tokens:   2721054720 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size:   256 | lm loss: 3.694569E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.228 | TFLOPs: 32.36 |
7:  iteration     5200/   37905 | consumed samples:      1331200 | consumed tokens:   2726297600 | elapsed time per iteration (s): 0.37 | learning rate: 1.928E-04 | global batch size:   256 | lm loss: 3.702068E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.253 | TFLOPs: 32.36 |
7:  iteration     5210/   37905 | consumed samples:      1333760 | consumed tokens:   2731540480 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size:   256 | lm loss: 3.692741E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.239 | TFLOPs: 32.31 |
7:  iteration     5220/   37905 | consumed samples:      1336320 | consumed tokens:   2736783360 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size:   256 | lm loss: 3.677237E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.330 | TFLOPs: 32.32 |
7:  iteration     5230/   37905 | consumed samples:      1338880 | consumed tokens:   2742026240 | elapsed time per iteration (s): 0.37 | learning rate: 1.927E-04 | global batch size:   256 | lm loss: 3.679142E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.536 | TFLOPs: 32.14 |
7:  iteration     5240/   37905 | consumed samples:      1341440 | consumed tokens:   2747269120 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.694765E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.256 | TFLOPs: 32.31 |
7:  iteration     5250/   37905 | consumed samples:      1344000 | consumed tokens:   2752512000 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.689289E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.914 | TFLOPs: 32.30 |
7:  iteration     5260/   37905 | consumed samples:      1346560 | consumed tokens:   2757754880 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.696655E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.294 | TFLOPs: 32.31 |
7:  iteration     5270/   37905 | consumed samples:      1349120 | consumed tokens:   2762997760 | elapsed time per iteration (s): 0.37 | learning rate: 1.926E-04 | global batch size:   256 | lm loss: 3.680203E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.703 | TFLOPs: 32.33 |
7:  iteration     5280/   37905 | consumed samples:      1351680 | consumed tokens:   2768240640 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size:   256 | lm loss: 3.681989E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.332 | TFLOPs: 32.32 |
7:  iteration     5290/   37905 | consumed samples:      1354240 | consumed tokens:   2773483520 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size:   256 | lm loss: 3.679531E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.369 | TFLOPs: 32.32 |
7:  iteration     5300/   37905 | consumed samples:      1356800 | consumed tokens:   2778726400 | elapsed time per iteration (s): 0.37 | learning rate: 1.925E-04 | global batch size:   256 | lm loss: 3.675000E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.478 | TFLOPs: 32.32 |
7:  iteration     5310/   37905 | consumed samples:      1359360 | consumed tokens:   2783969280 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size:   256 | lm loss: 3.664902E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.218 | TFLOPs: 32.31 |
7:  iteration     5320/   37905 | consumed samples:      1361920 | consumed tokens:   2789212160 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size:   256 | lm loss: 3.683298E+00 | grad norm: 0.370 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.467 | TFLOPs: 32.32 |
7:  iteration     5330/   37905 | consumed samples:      1364480 | consumed tokens:   2794455040 | elapsed time per iteration (s): 0.37 | learning rate: 1.924E-04 | global batch size:   256 | lm loss: 3.686937E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.341 | TFLOPs: 32.32 |
7:  iteration     5340/   37905 | consumed samples:      1367040 | consumed tokens:   2799697920 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.665441E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.077 | TFLOPs: 32.30 |
7:  iteration     5350/   37905 | consumed samples:      1369600 | consumed tokens:   2804940800 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.677770E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.883 | TFLOPs: 32.29 |
7:  iteration     5360/   37905 | consumed samples:      1372160 | consumed tokens:   2810183680 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.687162E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.846 | TFLOPs: 32.29 |
7:  iteration     5370/   37905 | consumed samples:      1374720 | consumed tokens:   2815426560 | elapsed time per iteration (s): 0.37 | learning rate: 1.923E-04 | global batch size:   256 | lm loss: 3.679661E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.356 | TFLOPs: 32.32 |
7:  iteration     5380/   37905 | consumed samples:      1377280 | consumed tokens:   2820669440 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size:   256 | lm loss: 3.673631E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.154 | TFLOPs: 32.31 |
7:  iteration     5390/   37905 | consumed samples:      1379840 | consumed tokens:   2825912320 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size:   256 | lm loss: 3.676932E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.171 | TFLOPs: 32.31 |
7:  iteration     5400/   37905 | consumed samples:      1382400 | consumed tokens:   2831155200 | elapsed time per iteration (s): 0.37 | learning rate: 1.922E-04 | global batch size:   256 | lm loss: 3.676485E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.074 | TFLOPs: 32.30 |
7:  iteration     5410/   37905 | consumed samples:      1384960 | consumed tokens:   2836398080 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size:   256 | lm loss: 3.669024E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.255 | TFLOPs: 32.31 |
7:  iteration     5420/   37905 | consumed samples:      1387520 | consumed tokens:   2841640960 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size:   256 | lm loss: 3.670521E+00 | grad norm: 0.391 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.708 | TFLOPs: 32.33 |
7:  iteration     5430/   37905 | consumed samples:      1390080 | consumed tokens:   2846883840 | elapsed time per iteration (s): 0.37 | learning rate: 1.921E-04 | global batch size:   256 | lm loss: 3.669854E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.331 | TFLOPs: 32.32 |
7:  iteration     5440/   37905 | consumed samples:      1392640 | consumed tokens:   2852126720 | elapsed time per iteration (s): 0.38 | learning rate: 1.920E-04 | global batch size:   256 | lm loss: 3.660100E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.981 | TFLOPs: 31.69 |
7:  iteration     5450/   37905 | consumed samples:      1395200 | consumed tokens:   2857369600 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size:   256 | lm loss: 3.698095E+00 | grad norm: 1.711 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.805 | TFLOPs: 32.29 |
7:  iteration     5460/   37905 | consumed samples:      1397760 | consumed tokens:   2862612480 | elapsed time per iteration (s): 0.37 | learning rate: 1.920E-04 | global batch size:   256 | lm loss: 3.770380E+00 | grad norm: 0.795 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.777 | TFLOPs: 32.24 |
7:  iteration     5470/   37905 | consumed samples:      1400320 | consumed tokens:   2867855360 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size:   256 | lm loss: 3.723491E+00 | grad norm: 0.460 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.763 | TFLOPs: 32.34 |
7:  iteration     5480/   37905 | consumed samples:      1402880 | consumed tokens:   2873098240 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size:   256 | lm loss: 3.697649E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.672 | TFLOPs: 32.33 |
7:  iteration     5490/   37905 | consumed samples:      1405440 | consumed tokens:   2878341120 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size:   256 | lm loss: 3.687638E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.463 | TFLOPs: 32.32 |
7:  iteration     5500/   37905 | consumed samples:      1408000 | consumed tokens:   2883584000 | elapsed time per iteration (s): 0.37 | learning rate: 1.919E-04 | global batch size:   256 | lm loss: 3.673815E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.248 | TFLOPs: 32.36 |
7:  iteration     5510/   37905 | consumed samples:      1410560 | consumed tokens:   2888826880 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size:   256 | lm loss: 3.675813E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.048 | TFLOPs: 32.35 |
7:  iteration     5520/   37905 | consumed samples:      1413120 | consumed tokens:   2894069760 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size:   256 | lm loss: 3.659578E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.948 | TFLOPs: 32.34 |
7:  iteration     5530/   37905 | consumed samples:      1415680 | consumed tokens:   2899312640 | elapsed time per iteration (s): 0.37 | learning rate: 1.918E-04 | global batch size:   256 | lm loss: 3.676718E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.722 | TFLOPs: 32.33 |
7:  iteration     5540/   37905 | consumed samples:      1418240 | consumed tokens:   2904555520 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size:   256 | lm loss: 3.675406E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.378 | TFLOPs: 32.32 |
7:  iteration     5550/   37905 | consumed samples:      1420800 | consumed tokens:   2909798400 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size:   256 | lm loss: 3.665246E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.967 | TFLOPs: 32.35 |
7:  iteration     5560/   37905 | consumed samples:      1423360 | consumed tokens:   2915041280 | elapsed time per iteration (s): 0.37 | learning rate: 1.917E-04 | global batch size:   256 | lm loss: 3.656606E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.969 | TFLOPs: 32.35 |
7:  iteration     5570/   37905 | consumed samples:      1425920 | consumed tokens:   2920284160 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size:   256 | lm loss: 3.663762E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.010 | TFLOPs: 32.35 |
7:  iteration     5580/   37905 | consumed samples:      1428480 | consumed tokens:   2925527040 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size:   256 | lm loss: 3.667772E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.638 | TFLOPs: 32.33 |
7:  iteration     5590/   37905 | consumed samples:      1431040 | consumed tokens:   2930769920 | elapsed time per iteration (s): 0.37 | learning rate: 1.916E-04 | global batch size:   256 | lm loss: 3.660170E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.623 | TFLOPs: 32.33 |
7:  iteration     5600/   37905 | consumed samples:      1433600 | consumed tokens:   2936012800 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size:   256 | lm loss: 3.652873E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.067 | TFLOPs: 32.35 |
7:  iteration     5610/   37905 | consumed samples:      1436160 | consumed tokens:   2941255680 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size:   256 | lm loss: 3.678438E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.655 | TFLOPs: 32.33 |
7:  iteration     5620/   37905 | consumed samples:      1438720 | consumed tokens:   2946498560 | elapsed time per iteration (s): 0.37 | learning rate: 1.915E-04 | global batch size:   256 | lm loss: 3.659244E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.129 | TFLOPs: 32.35 |
7:  iteration     5630/   37905 | consumed samples:      1441280 | consumed tokens:   2951741440 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size:   256 | lm loss: 3.645494E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.981 | TFLOPs: 32.35 |
7:  iteration     5640/   37905 | consumed samples:      1443840 | consumed tokens:   2956984320 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size:   256 | lm loss: 3.653335E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.338 | TFLOPs: 32.32 |
7:  iteration     5650/   37905 | consumed samples:      1446400 | consumed tokens:   2962227200 | elapsed time per iteration (s): 0.37 | learning rate: 1.914E-04 | global batch size:   256 | lm loss: 3.659065E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.479 | TFLOPs: 32.32 |
7:  iteration     5660/   37905 | consumed samples:      1448960 | consumed tokens:   2967470080 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size:   256 | lm loss: 3.659807E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.832 | TFLOPs: 32.34 |
7:  iteration     5670/   37905 | consumed samples:      1451520 | consumed tokens:   2972712960 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size:   256 | lm loss: 3.666647E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.976 | TFLOPs: 32.35 |
7:  iteration     5680/   37905 | consumed samples:      1454080 | consumed tokens:   2977955840 | elapsed time per iteration (s): 0.37 | learning rate: 1.913E-04 | global batch size:   256 | lm loss: 3.659991E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.925 | TFLOPs: 32.34 |
7:  iteration     5690/   37905 | consumed samples:      1456640 | consumed tokens:   2983198720 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.660053E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.025 | TFLOPs: 32.35 |
7:  iteration     5700/   37905 | consumed samples:      1459200 | consumed tokens:   2988441600 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.649066E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.072 | TFLOPs: 32.35 |
7:  iteration     5710/   37905 | consumed samples:      1461760 | consumed tokens:   2993684480 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.647216E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.849 | TFLOPs: 32.34 |
7:  iteration     5720/   37905 | consumed samples:      1464320 | consumed tokens:   2998927360 | elapsed time per iteration (s): 0.37 | learning rate: 1.912E-04 | global batch size:   256 | lm loss: 3.652133E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.031 | TFLOPs: 32.35 |
7:  iteration     5730/   37905 | consumed samples:      1466880 | consumed tokens:   3004170240 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size:   256 | lm loss: 3.632152E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.010 | TFLOPs: 32.35 |
7:  iteration     5740/   37905 | consumed samples:      1469440 | consumed tokens:   3009413120 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size:   256 | lm loss: 3.649275E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.139 | TFLOPs: 32.35 |
7:  iteration     5750/   37905 | consumed samples:      1472000 | consumed tokens:   3014656000 | elapsed time per iteration (s): 0.37 | learning rate: 1.911E-04 | global batch size:   256 | lm loss: 3.656564E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.794 | TFLOPs: 32.34 |
7:  iteration     5760/   37905 | consumed samples:      1474560 | consumed tokens:   3019898880 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size:   256 | lm loss: 3.652103E+00 | grad norm: 0.412 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.349 | TFLOPs: 32.32 |
7:  iteration     5770/   37905 | consumed samples:      1477120 | consumed tokens:   3025141760 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size:   256 | lm loss: 3.647857E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.618 | TFLOPs: 32.33 |
7:  iteration     5780/   37905 | consumed samples:      1479680 | consumed tokens:   3030384640 | elapsed time per iteration (s): 0.37 | learning rate: 1.910E-04 | global batch size:   256 | lm loss: 3.653719E+00 | grad norm: 0.396 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.377 | TFLOPs: 32.32 |
7:  iteration     5790/   37905 | consumed samples:      1482240 | consumed tokens:   3035627520 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size:   256 | lm loss: 3.656839E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.930 | TFLOPs: 32.25 |
7:  iteration     5800/   37905 | consumed samples:      1484800 | consumed tokens:   3040870400 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size:   256 | lm loss: 3.645327E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.957 | TFLOPs: 32.20 |
7:  iteration     5810/   37905 | consumed samples:      1487360 | consumed tokens:   3046113280 | elapsed time per iteration (s): 0.37 | learning rate: 1.909E-04 | global batch size:   256 | lm loss: 3.661806E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.557 | TFLOPs: 32.19 |
7:  iteration     5820/   37905 | consumed samples:      1489920 | consumed tokens:   3051356160 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size:   256 | lm loss: 3.642923E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.278 | TFLOPs: 32.17 |
7:  iteration     5830/   37905 | consumed samples:      1492480 | consumed tokens:   3056599040 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size:   256 | lm loss: 3.645098E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.620 | TFLOPs: 32.19 |
7:  iteration     5840/   37905 | consumed samples:      1495040 | consumed tokens:   3061841920 | elapsed time per iteration (s): 0.37 | learning rate: 1.908E-04 | global batch size:   256 | lm loss: 3.633428E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.164 | TFLOPs: 32.31 |
7:  iteration     5850/   37905 | consumed samples:      1497600 | consumed tokens:   3067084800 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size:   256 | lm loss: 3.641557E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.429 | TFLOPs: 32.32 |
7:  iteration     5860/   37905 | consumed samples:      1500160 | consumed tokens:   3072327680 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size:   256 | lm loss: 3.640717E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.644 | TFLOPs: 32.33 |
7:  iteration     5870/   37905 | consumed samples:      1502720 | consumed tokens:   3077570560 | elapsed time per iteration (s): 0.37 | learning rate: 1.907E-04 | global batch size:   256 | lm loss: 3.642353E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.081 | TFLOPs: 32.35 |
7:  iteration     5880/   37905 | consumed samples:      1505280 | consumed tokens:   3082813440 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size:   256 | lm loss: 3.637593E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.112 | TFLOPs: 32.35 |
7:  iteration     5890/   37905 | consumed samples:      1507840 | consumed tokens:   3088056320 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size:   256 | lm loss: 3.631935E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.507 | TFLOPs: 32.32 |
7:  iteration     5900/   37905 | consumed samples:      1510400 | consumed tokens:   3093299200 | elapsed time per iteration (s): 0.37 | learning rate: 1.906E-04 | global batch size:   256 | lm loss: 3.610389E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.468 | TFLOPs: 32.32 |
7:  iteration     5910/   37905 | consumed samples:      1512960 | consumed tokens:   3098542080 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size:   256 | lm loss: 3.642381E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.824 | TFLOPs: 32.29 |
7:  iteration     5920/   37905 | consumed samples:      1515520 | consumed tokens:   3103784960 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size:   256 | lm loss: 3.628217E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.491 | TFLOPs: 32.18 |
7:  iteration     5930/   37905 | consumed samples:      1518080 | consumed tokens:   3109027840 | elapsed time per iteration (s): 0.37 | learning rate: 1.905E-04 | global batch size:   256 | lm loss: 3.641156E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.663 | TFLOPs: 32.33 |
7:  iteration     5940/   37905 | consumed samples:      1520640 | consumed tokens:   3114270720 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size:   256 | lm loss: 3.637437E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.500 | TFLOPs: 32.32 |
7:  iteration     5950/   37905 | consumed samples:      1523200 | consumed tokens:   3119513600 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size:   256 | lm loss: 3.633943E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.655 | TFLOPs: 32.33 |
7:  iteration     5960/   37905 | consumed samples:      1525760 | consumed tokens:   3124756480 | elapsed time per iteration (s): 0.37 | learning rate: 1.904E-04 | global batch size:   256 | lm loss: 3.629170E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.844 | TFLOPs: 32.34 |
7:  iteration     5970/   37905 | consumed samples:      1528320 | consumed tokens:   3129999360 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size:   256 | lm loss: 3.628470E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.471 | TFLOPs: 32.32 |
7:  iteration     5980/   37905 | consumed samples:      1530880 | consumed tokens:   3135242240 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size:   256 | lm loss: 3.630750E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.361 | TFLOPs: 32.32 |
7:  iteration     5990/   37905 | consumed samples:      1533440 | consumed tokens:   3140485120 | elapsed time per iteration (s): 0.37 | learning rate: 1.903E-04 | global batch size:   256 | lm loss: 3.632000E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.686 | TFLOPs: 32.33 |
0: [2023-03-14 12:26:52,126] [INFO] [logging.py:68:log_dist] [Rank 0] step=6000, skipped=0, lr=[0.00019021778213052494, 0.00019021778213052494, 0.00019021778213052494], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     6000/   37905 | consumed samples:      1536000 | consumed tokens:   3145728000 | elapsed time per iteration (s): 0.37 | learning rate: 1.902E-04 | global batch size:   256 | lm loss: 3.628520E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.578 | TFLOPs: 32.33 |
0: steps: 6000 loss: 3.6630 iter time (s): 0.368 samples/sec: 696.172
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 6000 | lm loss value: 3.825603E+00 | lm loss PPL: 4.586045E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    6000 to checkpoints_146m20b100m
0: [2023-03-14 12:26:52,248] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step6000 is begin to save!
0: [2023-03-14 12:26:52,250] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,335] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_03-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,350] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_04-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,365] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_05-model_00-model_states.pt...
0: [2023-03-14 12:26:52,380] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/layer_05-model_00-model_states.pt.
0: [2023-03-14 12:26:52,380] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,500] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,515] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,530] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,545] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 12:26:52,561] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/layer_19-model_00-model_states.pt.
0: [2023-03-14 12:26:52,562] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step6000/mp_rank_00_model_states.pt
0: [2023-03-14 12:26:52,562] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/mp_rank_00_model_states.pt...
0: [2023-03-14 12:26:52,564] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/mp_rank_00_model_states.pt.
0: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
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7: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
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4: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
3: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:26:52,581] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:26:52,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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1: [2023-03-14 12:26:52,619] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 12:26:52,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
5: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:26:52,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
7: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:26:52,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
4: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
4: [2023-03-14 12:26:52,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
7: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:26:52,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
4: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 12:26:52,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 12:26:52,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:26:52,621] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 12:26:52,621] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:26:52,621] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 12:26:52,621] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:26:52,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
2: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:26:52,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 12:26:52,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
5: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:26:52,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
7: [2023-03-14 12:26:52,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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7: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
6: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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7: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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6: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
7: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
7: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:26:52,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
7: [2023-03-14 12:26:52,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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0: [2023-03-14 12:26:52,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-14 12:26:52,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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3: [2023-03-14 12:26:52,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:26:52,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-14 12:26:52,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 12:26:52,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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0: [2023-03-14 12:26:52,629] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:26:52,629] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 12:26:52,629] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
5: [2023-03-14 12:26:52,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 12:26:52,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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5: [2023-03-14 12:26:52,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:26:52,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:26:52,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 12:26:52,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 12:26:52,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
1: [2023-03-14 12:26:52,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
5: [2023-03-14 12:26:52,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
5: [2023-03-14 12:26:52,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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1: [2023-03-14 12:26:52,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:26:52,632] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 12:26:52,632] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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3: [2023-03-14 12:26:52,633] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 12:26:52,633] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
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1: [2023-03-14 12:26:52,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 12:26:52,634] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:26:52,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
1: [2023-03-14 12:26:52,634] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 12:26:52,634] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
0: [2023-03-14 12:26:52,638] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step6000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:26:52,638] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step6000 is ready now!
0:   successfully saved checkpoint at iteration    6000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 400.41
7:  iteration     6010/   37905 | consumed samples:      1538560 | consumed tokens:   3150970880 | elapsed time per iteration (s): 0.42 | learning rate: 1.902E-04 | global batch size:   256 | lm loss: 3.639830E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 608.205 | TFLOPs: 28.39 |
7:  iteration     6020/   37905 | consumed samples:      1541120 | consumed tokens:   3156213760 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size:   256 | lm loss: 3.630408E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.564 | TFLOPs: 32.28 |
7:  iteration     6030/   37905 | consumed samples:      1543680 | consumed tokens:   3161456640 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size:   256 | lm loss: 3.624245E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.662 | TFLOPs: 32.28 |
7:  iteration     6040/   37905 | consumed samples:      1546240 | consumed tokens:   3166699520 | elapsed time per iteration (s): 0.37 | learning rate: 1.901E-04 | global batch size:   256 | lm loss: 3.638616E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.318 | TFLOPs: 32.31 |
7:  iteration     6050/   37905 | consumed samples:      1548800 | consumed tokens:   3171942400 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size:   256 | lm loss: 3.630263E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.895 | TFLOPs: 32.34 |
7:  iteration     6060/   37905 | consumed samples:      1551360 | consumed tokens:   3177185280 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size:   256 | lm loss: 3.629909E+00 | grad norm: 0.599 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.915 | TFLOPs: 32.34 |
7:  iteration     6070/   37905 | consumed samples:      1553920 | consumed tokens:   3182428160 | elapsed time per iteration (s): 0.37 | learning rate: 1.900E-04 | global batch size:   256 | lm loss: 3.640863E+00 | grad norm: 0.428 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.539 | TFLOPs: 32.33 |
7:  iteration     6080/   37905 | consumed samples:      1556480 | consumed tokens:   3187671040 | elapsed time per iteration (s): 0.37 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 3.629417E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.988 | TFLOPs: 32.35 |
7:  iteration     6090/   37905 | consumed samples:      1559040 | consumed tokens:   3192913920 | elapsed time per iteration (s): 0.37 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 3.634703E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.234 | TFLOPs: 32.22 |
7:  iteration     6100/   37905 | consumed samples:      1561600 | consumed tokens:   3198156800 | elapsed time per iteration (s): 0.37 | learning rate: 1.899E-04 | global batch size:   256 | lm loss: 3.622136E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.045 | TFLOPs: 32.35 |
7:  iteration     6110/   37905 | consumed samples:      1564160 | consumed tokens:   3203399680 | elapsed time per iteration (s): 0.37 | learning rate: 1.898E-04 | global batch size:   256 | lm loss: 3.628873E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.630 | TFLOPs: 32.33 |
7:  iteration     6120/   37905 | consumed samples:      1566720 | consumed tokens:   3208642560 | elapsed time per iteration (s): 0.37 | learning rate: 1.898E-04 | global batch size:   256 | lm loss: 3.632729E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.237 | TFLOPs: 32.31 |
7:  iteration     6130/   37905 | consumed samples:      1569280 | consumed tokens:   3213885440 | elapsed time per iteration (s): 0.37 | learning rate: 1.898E-04 | global batch size:   256 | lm loss: 3.618523E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.074 | TFLOPs: 32.30 |
7:  iteration     6140/   37905 | consumed samples:      1571840 | consumed tokens:   3219128320 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size:   256 | lm loss: 3.627781E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.700 | TFLOPs: 32.29 |
7:  iteration     6150/   37905 | consumed samples:      1574400 | consumed tokens:   3224371200 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size:   256 | lm loss: 3.622071E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.756 | TFLOPs: 32.29 |
7:  iteration     6160/   37905 | consumed samples:      1576960 | consumed tokens:   3229614080 | elapsed time per iteration (s): 0.37 | learning rate: 1.897E-04 | global batch size:   256 | lm loss: 3.632596E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.504 | TFLOPs: 32.28 |
7:  iteration     6170/   37905 | consumed samples:      1579520 | consumed tokens:   3234856960 | elapsed time per iteration (s): 0.37 | learning rate: 1.896E-04 | global batch size:   256 | lm loss: 3.614941E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.339 | TFLOPs: 32.27 |
7:  iteration     6180/   37905 | consumed samples:      1582080 | consumed tokens:   3240099840 | elapsed time per iteration (s): 0.37 | learning rate: 1.896E-04 | global batch size:   256 | lm loss: 3.620596E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.199 | TFLOPs: 32.26 |
7:  iteration     6190/   37905 | consumed samples:      1584640 | consumed tokens:   3245342720 | elapsed time per iteration (s): 0.37 | learning rate: 1.896E-04 | global batch size:   256 | lm loss: 3.615040E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.223 | TFLOPs: 32.26 |
7:  iteration     6200/   37905 | consumed samples:      1587200 | consumed tokens:   3250585600 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size:   256 | lm loss: 3.624650E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.529 | TFLOPs: 32.28 |
7:  iteration     6210/   37905 | consumed samples:      1589760 | consumed tokens:   3255828480 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size:   256 | lm loss: 3.607659E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.452 | TFLOPs: 32.27 |
7:  iteration     6220/   37905 | consumed samples:      1592320 | consumed tokens:   3261071360 | elapsed time per iteration (s): 0.37 | learning rate: 1.895E-04 | global batch size:   256 | lm loss: 3.616571E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.252 | TFLOPs: 32.27 |
7:  iteration     6230/   37905 | consumed samples:      1594880 | consumed tokens:   3266314240 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size:   256 | lm loss: 3.610934E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.608 | TFLOPs: 32.28 |
7:  iteration     6240/   37905 | consumed samples:      1597440 | consumed tokens:   3271557120 | elapsed time per iteration (s): 0.37 | learning rate: 1.894E-04 | global batch size:   256 | lm loss: 3.623159E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.589 | TFLOPs: 32.28 |
7:  iteration     6250/   37905 | consumed samples:      1600000 | consumed tokens:   3276800000 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size:   256 | lm loss: 3.621208E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.767 | TFLOPs: 32.29 |
7:  iteration     6260/   37905 | consumed samples:      1602560 | consumed tokens:   3282042880 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size:   256 | lm loss: 3.617219E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.729 | TFLOPs: 32.29 |
7:  iteration     6270/   37905 | consumed samples:      1605120 | consumed tokens:   3287285760 | elapsed time per iteration (s): 0.37 | learning rate: 1.893E-04 | global batch size:   256 | lm loss: 3.612604E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.419 | TFLOPs: 32.27 |
7:  iteration     6280/   37905 | consumed samples:      1607680 | consumed tokens:   3292528640 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size:   256 | lm loss: 3.612002E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.643 | TFLOPs: 32.28 |
7:  iteration     6290/   37905 | consumed samples:      1610240 | consumed tokens:   3297771520 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size:   256 | lm loss: 3.613891E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.534 | TFLOPs: 32.28 |
7:  iteration     6300/   37905 | consumed samples:      1612800 | consumed tokens:   3303014400 | elapsed time per iteration (s): 0.37 | learning rate: 1.892E-04 | global batch size:   256 | lm loss: 3.614675E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.876 | TFLOPs: 32.29 |
7:  iteration     6310/   37905 | consumed samples:      1615360 | consumed tokens:   3308257280 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size:   256 | lm loss: 3.621705E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.571 | TFLOPs: 32.28 |
7:  iteration     6320/   37905 | consumed samples:      1617920 | consumed tokens:   3313500160 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size:   256 | lm loss: 3.612738E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.853 | TFLOPs: 32.29 |
7:  iteration     6330/   37905 | consumed samples:      1620480 | consumed tokens:   3318743040 | elapsed time per iteration (s): 0.37 | learning rate: 1.891E-04 | global batch size:   256 | lm loss: 3.615553E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.635 | TFLOPs: 32.33 |
7:  iteration     6340/   37905 | consumed samples:      1623040 | consumed tokens:   3323985920 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size:   256 | lm loss: 3.615989E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.684 | TFLOPs: 32.01 |
7:  iteration     6350/   37905 | consumed samples:      1625600 | consumed tokens:   3329228800 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size:   256 | lm loss: 3.616480E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.129 | TFLOPs: 32.31 |
7:  iteration     6360/   37905 | consumed samples:      1628160 | consumed tokens:   3334471680 | elapsed time per iteration (s): 0.37 | learning rate: 1.890E-04 | global batch size:   256 | lm loss: 3.596084E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.003 | TFLOPs: 32.11 |
7:  iteration     6370/   37905 | consumed samples:      1630720 | consumed tokens:   3339714560 | elapsed time per iteration (s): 0.38 | learning rate: 1.889E-04 | global batch size:   256 | lm loss: 3.606591E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.692 | TFLOPs: 31.68 |
7:  iteration     6380/   37905 | consumed samples:      1633280 | consumed tokens:   3344957440 | elapsed time per iteration (s): 0.37 | learning rate: 1.889E-04 | global batch size:   256 | lm loss: 3.608145E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.276 | TFLOPs: 32.31 |
7:  iteration     6390/   37905 | consumed samples:      1635840 | consumed tokens:   3350200320 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size:   256 | lm loss: 3.607420E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.168 | TFLOPs: 32.31 |
7:  iteration     6400/   37905 | consumed samples:      1638400 | consumed tokens:   3355443200 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size:   256 | lm loss: 3.605073E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.499 | TFLOPs: 32.00 |
7:  iteration     6410/   37905 | consumed samples:      1640960 | consumed tokens:   3360686080 | elapsed time per iteration (s): 0.37 | learning rate: 1.888E-04 | global batch size:   256 | lm loss: 3.617452E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.083 | TFLOPs: 32.02 |
7:  iteration     6420/   37905 | consumed samples:      1643520 | consumed tokens:   3365928960 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size:   256 | lm loss: 3.614370E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.826 | TFLOPs: 32.29 |
7:  iteration     6430/   37905 | consumed samples:      1646080 | consumed tokens:   3371171840 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size:   256 | lm loss: 3.609193E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.177 | TFLOPs: 32.31 |
7:  iteration     6440/   37905 | consumed samples:      1648640 | consumed tokens:   3376414720 | elapsed time per iteration (s): 0.37 | learning rate: 1.887E-04 | global batch size:   256 | lm loss: 3.582635E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.983 | TFLOPs: 32.30 |
7:  iteration     6450/   37905 | consumed samples:      1651200 | consumed tokens:   3381657600 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size:   256 | lm loss: 3.614159E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.472 | TFLOPs: 32.32 |
7:  iteration     6460/   37905 | consumed samples:      1653760 | consumed tokens:   3386900480 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size:   256 | lm loss: 3.590357E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.177 | TFLOPs: 32.31 |
7:  iteration     6470/   37905 | consumed samples:      1656320 | consumed tokens:   3392143360 | elapsed time per iteration (s): 0.37 | learning rate: 1.886E-04 | global batch size:   256 | lm loss: 3.595218E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.133 | TFLOPs: 32.07 |
7:  iteration     6480/   37905 | consumed samples:      1658880 | consumed tokens:   3397386240 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size:   256 | lm loss: 3.604440E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.314 | TFLOPs: 32.31 |
7:  iteration     6490/   37905 | consumed samples:      1661440 | consumed tokens:   3402629120 | elapsed time per iteration (s): 0.37 | learning rate: 1.885E-04 | global batch size:   256 | lm loss: 3.603574E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.479 | TFLOPs: 32.00 |
7:  iteration     6500/   37905 | consumed samples:      1664000 | consumed tokens:   3407872000 | elapsed time per iteration (s): 0.37 | learning rate: 1.884E-04 | global batch size:   256 | lm loss: 3.604270E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.427 | TFLOPs: 32.23 |
7:  iteration     6510/   37905 | consumed samples:      1666560 | consumed tokens:   3413114880 | elapsed time per iteration (s): 0.37 | learning rate: 1.884E-04 | global batch size:   256 | lm loss: 3.597258E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.922 | TFLOPs: 32.30 |
7:  iteration     6520/   37905 | consumed samples:      1669120 | consumed tokens:   3418357760 | elapsed time per iteration (s): 0.37 | learning rate: 1.884E-04 | global batch size:   256 | lm loss: 3.593787E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.984 | TFLOPs: 32.30 |
7:  iteration     6530/   37905 | consumed samples:      1671680 | consumed tokens:   3423600640 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size:   256 | lm loss: 3.608765E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.239 | TFLOPs: 32.31 |
7:  iteration     6540/   37905 | consumed samples:      1674240 | consumed tokens:   3428843520 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size:   256 | lm loss: 3.588103E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.516 | TFLOPs: 32.32 |
7:  iteration     6550/   37905 | consumed samples:      1676800 | consumed tokens:   3434086400 | elapsed time per iteration (s): 0.37 | learning rate: 1.883E-04 | global batch size:   256 | lm loss: 3.602304E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.197 | TFLOPs: 32.31 |
7:  iteration     6560/   37905 | consumed samples:      1679360 | consumed tokens:   3439329280 | elapsed time per iteration (s): 0.37 | learning rate: 1.882E-04 | global batch size:   256 | lm loss: 3.593056E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.824 | TFLOPs: 32.06 |
7:  iteration     6570/   37905 | consumed samples:      1681920 | consumed tokens:   3444572160 | elapsed time per iteration (s): 0.37 | learning rate: 1.882E-04 | global batch size:   256 | lm loss: 3.604351E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.199 | TFLOPs: 32.31 |
7:  iteration     6580/   37905 | consumed samples:      1684480 | consumed tokens:   3449815040 | elapsed time per iteration (s): 0.38 | learning rate: 1.881E-04 | global batch size:   256 | lm loss: 3.611599E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.836 | TFLOPs: 31.59 |
7:  iteration     6590/   37905 | consumed samples:      1687040 | consumed tokens:   3455057920 | elapsed time per iteration (s): 0.37 | learning rate: 1.881E-04 | global batch size:   256 | lm loss: 3.578454E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.169 | TFLOPs: 32.35 |
7:  iteration     6600/   37905 | consumed samples:      1689600 | consumed tokens:   3460300800 | elapsed time per iteration (s): 0.37 | learning rate: 1.881E-04 | global batch size:   256 | lm loss: 3.590085E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.425 | TFLOPs: 32.37 |
7:  iteration     6610/   37905 | consumed samples:      1692160 | consumed tokens:   3465543680 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size:   256 | lm loss: 3.575057E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.617 | TFLOPs: 32.33 |
7:  iteration     6620/   37905 | consumed samples:      1694720 | consumed tokens:   3470786560 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size:   256 | lm loss: 3.600078E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.943 | TFLOPs: 32.34 |
7:  iteration     6630/   37905 | consumed samples:      1697280 | consumed tokens:   3476029440 | elapsed time per iteration (s): 0.37 | learning rate: 1.880E-04 | global batch size:   256 | lm loss: 3.594760E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.260 | TFLOPs: 32.17 |
7:  iteration     6640/   37905 | consumed samples:      1699840 | consumed tokens:   3481272320 | elapsed time per iteration (s): 0.37 | learning rate: 1.879E-04 | global batch size:   256 | lm loss: 3.570560E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.482 | TFLOPs: 32.32 |
7:  iteration     6650/   37905 | consumed samples:      1702400 | consumed tokens:   3486515200 | elapsed time per iteration (s): 0.37 | learning rate: 1.879E-04 | global batch size:   256 | lm loss: 3.600159E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.604 | TFLOPs: 32.33 |
7:  iteration     6660/   37905 | consumed samples:      1704960 | consumed tokens:   3491758080 | elapsed time per iteration (s): 0.37 | learning rate: 1.878E-04 | global batch size:   256 | lm loss: 3.595013E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.714 | TFLOPs: 32.33 |
7:  iteration     6670/   37905 | consumed samples:      1707520 | consumed tokens:   3497000960 | elapsed time per iteration (s): 0.37 | learning rate: 1.878E-04 | global batch size:   256 | lm loss: 3.593284E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.517 | TFLOPs: 32.32 |
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7:  iteration     6770/   37905 | consumed samples:      1733120 | consumed tokens:   3549429760 | elapsed time per iteration (s): 0.37 | learning rate: 1.874E-04 | global batch size:   256 | lm loss: 3.584787E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.310 | TFLOPs: 32.31 |
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7:  iteration     6850/   37905 | consumed samples:      1753600 | consumed tokens:   3591372800 | elapsed time per iteration (s): 0.37 | learning rate: 1.871E-04 | global batch size:   256 | lm loss: 3.582883E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.850 | TFLOPs: 32.29 |
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7:  iteration     6870/   37905 | consumed samples:      1758720 | consumed tokens:   3601858560 | elapsed time per iteration (s): 0.37 | learning rate: 1.870E-04 | global batch size:   256 | lm loss: 3.586032E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.971 | TFLOPs: 32.35 |
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7:  iteration     6900/   37905 | consumed samples:      1766400 | consumed tokens:   3617587200 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size:   256 | lm loss: 3.587649E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.607 | TFLOPs: 32.33 |
7:  iteration     6910/   37905 | consumed samples:      1768960 | consumed tokens:   3622830080 | elapsed time per iteration (s): 0.37 | learning rate: 1.869E-04 | global batch size:   256 | lm loss: 3.561387E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.817 | TFLOPs: 32.34 |
7:  iteration     6920/   37905 | consumed samples:      1771520 | consumed tokens:   3628072960 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size:   256 | lm loss: 3.588506E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.131 | TFLOPs: 32.35 |
7:  iteration     6930/   37905 | consumed samples:      1774080 | consumed tokens:   3633315840 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size:   256 | lm loss: 3.564553E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.658 | TFLOPs: 32.33 |
7:  iteration     6940/   37905 | consumed samples:      1776640 | consumed tokens:   3638558720 | elapsed time per iteration (s): 0.37 | learning rate: 1.868E-04 | global batch size:   256 | lm loss: 3.578214E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.327 | TFLOPs: 32.32 |
7:  iteration     6950/   37905 | consumed samples:      1779200 | consumed tokens:   3643801600 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size:   256 | lm loss: 3.584725E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.983 | TFLOPs: 32.35 |
7:  iteration     6960/   37905 | consumed samples:      1781760 | consumed tokens:   3649044480 | elapsed time per iteration (s): 0.37 | learning rate: 1.867E-04 | global batch size:   256 | lm loss: 3.583802E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.223 | TFLOPs: 32.36 |
7:  iteration     6970/   37905 | consumed samples:      1784320 | consumed tokens:   3654287360 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size:   256 | lm loss: 3.576740E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.273 | TFLOPs: 32.36 |
7:  iteration     6980/   37905 | consumed samples:      1786880 | consumed tokens:   3659530240 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size:   256 | lm loss: 3.571279E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.628 | TFLOPs: 32.38 |
7:  iteration     6990/   37905 | consumed samples:      1789440 | consumed tokens:   3664773120 | elapsed time per iteration (s): 0.37 | learning rate: 1.866E-04 | global batch size:   256 | lm loss: 3.582182E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.365 | TFLOPs: 32.36 |
7:  iteration     7000/   37905 | consumed samples:      1792000 | consumed tokens:   3670016000 | elapsed time per iteration (s): 0.37 | learning rate: 1.865E-04 | global batch size:   256 | lm loss: 3.566365E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.546 | TFLOPs: 32.37 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 7000 | lm loss value: 3.817057E+00 | lm loss PPL: 4.547021E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    7000 to checkpoints_146m20b100m
0: [2023-03-14 12:33:02,993] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step7000 is begin to save!
0: [2023-03-14 12:33:02,996] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step7000/layer_01-model_00-model_states.pt...
0: [2023-03-14 12:33:03,087] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 12:33:03,271] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step7000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 12:33:03,318] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step7000/mp_rank_00_model_states.pt
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5: [2023-03-14 12:33:03,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
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7: [2023-03-14 12:33:03,371] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:33:03,380] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
2: [2023-03-14 12:33:03,380] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-14 12:33:03,380] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 12:33:03,380] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
5: [2023-03-14 12:33:03,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 12:33:03,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
5: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
7: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:33:03,383] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 12:33:03,383] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
3: [2023-03-14 12:33:03,384] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:33:03,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 12:33:03,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
3: [2023-03-14 12:33:03,384] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:33:03,384] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 12:33:03,384] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
5: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:33:03,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
3: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:33:03,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
3: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-14 12:33:03,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 12:33:03,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0: [2023-03-14 12:33:03,398] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step7000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:33:03,398] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step7000 is ready now!
0:   successfully saved checkpoint at iteration    7000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 409.32
7:  iteration     7010/   37905 | consumed samples:      1794560 | consumed tokens:   3675258880 | elapsed time per iteration (s): 0.42 | learning rate: 1.865E-04 | global batch size:   256 | lm loss: 3.570165E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 610.825 | TFLOPs: 28.51 |
7:  iteration     7020/   37905 | consumed samples:      1797120 | consumed tokens:   3680501760 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size:   256 | lm loss: 3.570499E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.332 | TFLOPs: 32.36 |
7:  iteration     7030/   37905 | consumed samples:      1799680 | consumed tokens:   3685744640 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size:   256 | lm loss: 3.579089E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.084 | TFLOPs: 32.35 |
7:  iteration     7040/   37905 | consumed samples:      1802240 | consumed tokens:   3690987520 | elapsed time per iteration (s): 0.37 | learning rate: 1.864E-04 | global batch size:   256 | lm loss: 3.576569E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.349 | TFLOPs: 32.36 |
7:  iteration     7050/   37905 | consumed samples:      1804800 | consumed tokens:   3696230400 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size:   256 | lm loss: 3.575217E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.297 | TFLOPs: 32.36 |
7:  iteration     7060/   37905 | consumed samples:      1807360 | consumed tokens:   3701473280 | elapsed time per iteration (s): 0.37 | learning rate: 1.863E-04 | global batch size:   256 | lm loss: 3.570386E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.953 | TFLOPs: 32.34 |
7:  iteration     7070/   37905 | consumed samples:      1809920 | consumed tokens:   3706716160 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size:   256 | lm loss: 3.553417E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.485 | TFLOPs: 32.32 |
7:  iteration     7080/   37905 | consumed samples:      1812480 | consumed tokens:   3711959040 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size:   256 | lm loss: 3.561082E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.901 | TFLOPs: 32.34 |
7:  iteration     7090/   37905 | consumed samples:      1815040 | consumed tokens:   3717201920 | elapsed time per iteration (s): 0.37 | learning rate: 1.862E-04 | global batch size:   256 | lm loss: 3.572654E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.031 | TFLOPs: 32.35 |
7:  iteration     7100/   37905 | consumed samples:      1817600 | consumed tokens:   3722444800 | elapsed time per iteration (s): 0.37 | learning rate: 1.861E-04 | global batch size:   256 | lm loss: 3.556472E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.895 | TFLOPs: 32.34 |
7:  iteration     7110/   37905 | consumed samples:      1820160 | consumed tokens:   3727687680 | elapsed time per iteration (s): 0.37 | learning rate: 1.861E-04 | global batch size:   256 | lm loss: 3.572493E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.849 | TFLOPs: 32.34 |
7:  iteration     7120/   37905 | consumed samples:      1822720 | consumed tokens:   3732930560 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size:   256 | lm loss: 3.559911E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.697 | TFLOPs: 32.33 |
7:  iteration     7130/   37905 | consumed samples:      1825280 | consumed tokens:   3738173440 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size:   256 | lm loss: 3.552552E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.982 | TFLOPs: 32.35 |
7:  iteration     7140/   37905 | consumed samples:      1827840 | consumed tokens:   3743416320 | elapsed time per iteration (s): 0.37 | learning rate: 1.860E-04 | global batch size:   256 | lm loss: 3.568266E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.978 | TFLOPs: 32.35 |
7:  iteration     7150/   37905 | consumed samples:      1830400 | consumed tokens:   3748659200 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size:   256 | lm loss: 3.563779E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.625 | TFLOPs: 32.33 |
7:  iteration     7160/   37905 | consumed samples:      1832960 | consumed tokens:   3753902080 | elapsed time per iteration (s): 0.37 | learning rate: 1.859E-04 | global batch size:   256 | lm loss: 3.564217E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.705 | TFLOPs: 32.33 |
7:  iteration     7170/   37905 | consumed samples:      1835520 | consumed tokens:   3759144960 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size:   256 | lm loss: 3.571585E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.274 | TFLOPs: 32.31 |
7:  iteration     7180/   37905 | consumed samples:      1838080 | consumed tokens:   3764387840 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size:   256 | lm loss: 3.567078E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.765 | TFLOPs: 32.34 |
7:  iteration     7190/   37905 | consumed samples:      1840640 | consumed tokens:   3769630720 | elapsed time per iteration (s): 0.37 | learning rate: 1.858E-04 | global batch size:   256 | lm loss: 3.581047E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.462 | TFLOPs: 32.32 |
7:  iteration     7200/   37905 | consumed samples:      1843200 | consumed tokens:   3774873600 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size:   256 | lm loss: 3.561752E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.663 | TFLOPs: 32.33 |
7:  iteration     7210/   37905 | consumed samples:      1845760 | consumed tokens:   3780116480 | elapsed time per iteration (s): 0.37 | learning rate: 1.857E-04 | global batch size:   256 | lm loss: 3.559295E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.030 | TFLOPs: 32.35 |
7:  iteration     7220/   37905 | consumed samples:      1848320 | consumed tokens:   3785359360 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size:   256 | lm loss: 3.564562E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.785 | TFLOPs: 32.34 |
7:  iteration     7230/   37905 | consumed samples:      1850880 | consumed tokens:   3790602240 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size:   256 | lm loss: 3.563247E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.901 | TFLOPs: 32.34 |
7:  iteration     7240/   37905 | consumed samples:      1853440 | consumed tokens:   3795845120 | elapsed time per iteration (s): 0.37 | learning rate: 1.856E-04 | global batch size:   256 | lm loss: 3.555252E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.495 | TFLOPs: 32.32 |
7:  iteration     7250/   37905 | consumed samples:      1856000 | consumed tokens:   3801088000 | elapsed time per iteration (s): 0.37 | learning rate: 1.855E-04 | global batch size:   256 | lm loss: 3.551401E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.474 | TFLOPs: 32.32 |
7:  iteration     7260/   37905 | consumed samples:      1858560 | consumed tokens:   3806330880 | elapsed time per iteration (s): 0.37 | learning rate: 1.855E-04 | global batch size:   256 | lm loss: 3.565434E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.640 | TFLOPs: 32.33 |
7:  iteration     7270/   37905 | consumed samples:      1861120 | consumed tokens:   3811573760 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size:   256 | lm loss: 3.573850E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.725 | TFLOPs: 32.33 |
7:  iteration     7280/   37905 | consumed samples:      1863680 | consumed tokens:   3816816640 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size:   256 | lm loss: 3.553034E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.283 | TFLOPs: 32.31 |
7:  iteration     7290/   37905 | consumed samples:      1866240 | consumed tokens:   3822059520 | elapsed time per iteration (s): 0.37 | learning rate: 1.854E-04 | global batch size:   256 | lm loss: 3.553316E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.685 | TFLOPs: 32.33 |
7:  iteration     7300/   37905 | consumed samples:      1868800 | consumed tokens:   3827302400 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size:   256 | lm loss: 3.551654E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.709 | TFLOPs: 32.33 |
7:  iteration     7310/   37905 | consumed samples:      1871360 | consumed tokens:   3832545280 | elapsed time per iteration (s): 0.37 | learning rate: 1.853E-04 | global batch size:   256 | lm loss: 3.554990E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.460 | TFLOPs: 32.32 |
7:  iteration     7320/   37905 | consumed samples:      1873920 | consumed tokens:   3837788160 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size:   256 | lm loss: 3.566797E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.215 | TFLOPs: 32.36 |
7:  iteration     7330/   37905 | consumed samples:      1876480 | consumed tokens:   3843031040 | elapsed time per iteration (s): 0.37 | learning rate: 1.852E-04 | global batch size:   256 | lm loss: 3.563157E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.603 | TFLOPs: 32.33 |
7:  iteration     7340/   37905 | consumed samples:      1879040 | consumed tokens:   3848273920 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size:   256 | lm loss: 3.546216E+00 | grad norm: 0.356 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.833 | TFLOPs: 32.34 |
7:  iteration     7350/   37905 | consumed samples:      1881600 | consumed tokens:   3853516800 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size:   256 | lm loss: 3.554379E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.685 | TFLOPs: 32.33 |
7:  iteration     7360/   37905 | consumed samples:      1884160 | consumed tokens:   3858759680 | elapsed time per iteration (s): 0.37 | learning rate: 1.851E-04 | global batch size:   256 | lm loss: 3.548256E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.583 | TFLOPs: 32.33 |
7:  iteration     7370/   37905 | consumed samples:      1886720 | consumed tokens:   3864002560 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size:   256 | lm loss: 3.551204E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.334 | TFLOPs: 32.32 |
7:  iteration     7380/   37905 | consumed samples:      1889280 | consumed tokens:   3869245440 | elapsed time per iteration (s): 0.37 | learning rate: 1.850E-04 | global batch size:   256 | lm loss: 3.558937E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.077 | TFLOPs: 32.35 |
7:  iteration     7390/   37905 | consumed samples:      1891840 | consumed tokens:   3874488320 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size:   256 | lm loss: 3.555912E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.737 | TFLOPs: 32.33 |
7:  iteration     7400/   37905 | consumed samples:      1894400 | consumed tokens:   3879731200 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size:   256 | lm loss: 3.550553E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.640 | TFLOPs: 32.33 |
7:  iteration     7410/   37905 | consumed samples:      1896960 | consumed tokens:   3884974080 | elapsed time per iteration (s): 0.37 | learning rate: 1.849E-04 | global batch size:   256 | lm loss: 3.541153E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.281 | TFLOPs: 32.31 |
7:  iteration     7420/   37905 | consumed samples:      1899520 | consumed tokens:   3890216960 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size:   256 | lm loss: 3.537096E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.936 | TFLOPs: 32.34 |
7:  iteration     7430/   37905 | consumed samples:      1902080 | consumed tokens:   3895459840 | elapsed time per iteration (s): 0.37 | learning rate: 1.848E-04 | global batch size:   256 | lm loss: 3.561954E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.009 | TFLOPs: 32.30 |
7:  iteration     7440/   37905 | consumed samples:      1904640 | consumed tokens:   3900702720 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size:   256 | lm loss: 3.548608E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.591 | TFLOPs: 32.33 |
7:  iteration     7450/   37905 | consumed samples:      1907200 | consumed tokens:   3905945600 | elapsed time per iteration (s): 0.37 | learning rate: 1.847E-04 | global batch size:   256 | lm loss: 3.543819E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.935 | TFLOPs: 32.30 |
7:  iteration     7460/   37905 | consumed samples:      1909760 | consumed tokens:   3911188480 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size:   256 | lm loss: 3.542161E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.549 | TFLOPs: 32.33 |
7:  iteration     7470/   37905 | consumed samples:      1912320 | consumed tokens:   3916431360 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size:   256 | lm loss: 3.541445E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.430 | TFLOPs: 32.32 |
7:  iteration     7480/   37905 | consumed samples:      1914880 | consumed tokens:   3921674240 | elapsed time per iteration (s): 0.37 | learning rate: 1.846E-04 | global batch size:   256 | lm loss: 3.560142E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.270 | TFLOPs: 32.36 |
7:  iteration     7490/   37905 | consumed samples:      1917440 | consumed tokens:   3926917120 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size:   256 | lm loss: 3.530026E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.020 | TFLOPs: 32.35 |
7:  iteration     7500/   37905 | consumed samples:      1920000 | consumed tokens:   3932160000 | elapsed time per iteration (s): 0.37 | learning rate: 1.845E-04 | global batch size:   256 | lm loss: 3.548686E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.353 | TFLOPs: 32.36 |
7:  iteration     7510/   37905 | consumed samples:      1922560 | consumed tokens:   3937402880 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size:   256 | lm loss: 3.548822E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.776 | TFLOPs: 32.34 |
7:  iteration     7520/   37905 | consumed samples:      1925120 | consumed tokens:   3942645760 | elapsed time per iteration (s): 0.37 | learning rate: 1.844E-04 | global batch size:   256 | lm loss: 3.539055E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.754 | TFLOPs: 32.34 |
7:  iteration     7530/   37905 | consumed samples:      1927680 | consumed tokens:   3947888640 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size:   256 | lm loss: 3.541156E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.180 | TFLOPs: 32.31 |
7:  iteration     7540/   37905 | consumed samples:      1930240 | consumed tokens:   3953131520 | elapsed time per iteration (s): 0.37 | learning rate: 1.843E-04 | global batch size:   256 | lm loss: 3.546266E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.602 | TFLOPs: 32.33 |
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7:  iteration     7580/   37905 | consumed samples:      1940480 | consumed tokens:   3974103040 | elapsed time per iteration (s): 0.37 | learning rate: 1.841E-04 | global batch size:   256 | lm loss: 3.540224E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.361 | TFLOPs: 32.32 |
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7:  iteration     7600/   37905 | consumed samples:      1945600 | consumed tokens:   3984588800 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size:   256 | lm loss: 3.560262E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.119 | TFLOPs: 32.31 |
7:  iteration     7610/   37905 | consumed samples:      1948160 | consumed tokens:   3989831680 | elapsed time per iteration (s): 0.37 | learning rate: 1.840E-04 | global batch size:   256 | lm loss: 3.532793E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.897 | TFLOPs: 32.34 |
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7:  iteration     7630/   37905 | consumed samples:      1953280 | consumed tokens:   4000317440 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size:   256 | lm loss: 3.547627E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.506 | TFLOPs: 32.32 |
7:  iteration     7640/   37905 | consumed samples:      1955840 | consumed tokens:   4005560320 | elapsed time per iteration (s): 0.37 | learning rate: 1.839E-04 | global batch size:   256 | lm loss: 3.549959E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.688 | TFLOPs: 32.33 |
7:  iteration     7650/   37905 | consumed samples:      1958400 | consumed tokens:   4010803200 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size:   256 | lm loss: 3.539139E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.103 | TFLOPs: 32.35 |
7:  iteration     7660/   37905 | consumed samples:      1960960 | consumed tokens:   4016046080 | elapsed time per iteration (s): 0.37 | learning rate: 1.838E-04 | global batch size:   256 | lm loss: 3.530337E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.391 | TFLOPs: 32.32 |
7:  iteration     7670/   37905 | consumed samples:      1963520 | consumed tokens:   4021288960 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size:   256 | lm loss: 3.528392E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.642 | TFLOPs: 32.33 |
7:  iteration     7680/   37905 | consumed samples:      1966080 | consumed tokens:   4026531840 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size:   256 | lm loss: 3.538878E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.786 | TFLOPs: 32.38 |
7:  iteration     7690/   37905 | consumed samples:      1968640 | consumed tokens:   4031774720 | elapsed time per iteration (s): 0.37 | learning rate: 1.837E-04 | global batch size:   256 | lm loss: 3.549261E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.253 | TFLOPs: 32.36 |
7:  iteration     7700/   37905 | consumed samples:      1971200 | consumed tokens:   4037017600 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size:   256 | lm loss: 3.532697E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.664 | TFLOPs: 32.33 |
7:  iteration     7710/   37905 | consumed samples:      1973760 | consumed tokens:   4042260480 | elapsed time per iteration (s): 0.37 | learning rate: 1.836E-04 | global batch size:   256 | lm loss: 3.535540E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.081 | TFLOPs: 32.26 |
7:  iteration     7720/   37905 | consumed samples:      1976320 | consumed tokens:   4047503360 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size:   256 | lm loss: 3.520747E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.892 | TFLOPs: 32.20 |
7:  iteration     7730/   37905 | consumed samples:      1978880 | consumed tokens:   4052746240 | elapsed time per iteration (s): 0.37 | learning rate: 1.835E-04 | global batch size:   256 | lm loss: 3.543888E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.650 | TFLOPs: 32.19 |
7:  iteration     7740/   37905 | consumed samples:      1981440 | consumed tokens:   4057989120 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size:   256 | lm loss: 3.542649E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.595 | TFLOPs: 32.19 |
7:  iteration     7750/   37905 | consumed samples:      1984000 | consumed tokens:   4063232000 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size:   256 | lm loss: 3.530501E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.961 | TFLOPs: 32.20 |
7:  iteration     7760/   37905 | consumed samples:      1986560 | consumed tokens:   4068474880 | elapsed time per iteration (s): 0.37 | learning rate: 1.834E-04 | global batch size:   256 | lm loss: 3.534128E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.822 | TFLOPs: 32.25 |
7:  iteration     7770/   37905 | consumed samples:      1989120 | consumed tokens:   4073717760 | elapsed time per iteration (s): 0.38 | learning rate: 1.833E-04 | global batch size:   256 | lm loss: 3.531253E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.002 | TFLOPs: 31.51 |
7:  iteration     7780/   37905 | consumed samples:      1991680 | consumed tokens:   4078960640 | elapsed time per iteration (s): 0.37 | learning rate: 1.833E-04 | global batch size:   256 | lm loss: 3.552300E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.007 | TFLOPs: 32.25 |
7:  iteration     7790/   37905 | consumed samples:      1994240 | consumed tokens:   4084203520 | elapsed time per iteration (s): 0.37 | learning rate: 1.832E-04 | global batch size:   256 | lm loss: 3.535733E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.006 | TFLOPs: 32.21 |
7:  iteration     7800/   37905 | consumed samples:      1996800 | consumed tokens:   4089446400 | elapsed time per iteration (s): 0.37 | learning rate: 1.832E-04 | global batch size:   256 | lm loss: 3.532533E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.804 | TFLOPs: 32.24 |
7:  iteration     7810/   37905 | consumed samples:      1999360 | consumed tokens:   4094689280 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size:   256 | lm loss: 3.523892E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.988 | TFLOPs: 32.25 |
7:  iteration     7820/   37905 | consumed samples:      2001920 | consumed tokens:   4099932160 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size:   256 | lm loss: 3.531103E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.586 | TFLOPs: 32.28 |
7:  iteration     7830/   37905 | consumed samples:      2004480 | consumed tokens:   4105175040 | elapsed time per iteration (s): 0.37 | learning rate: 1.831E-04 | global batch size:   256 | lm loss: 3.533295E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.986 | TFLOPs: 32.25 |
7:  iteration     7840/   37905 | consumed samples:      2007040 | consumed tokens:   4110417920 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size:   256 | lm loss: 3.540361E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.098 | TFLOPs: 32.26 |
7:  iteration     7850/   37905 | consumed samples:      2009600 | consumed tokens:   4115660800 | elapsed time per iteration (s): 0.37 | learning rate: 1.830E-04 | global batch size:   256 | lm loss: 3.530898E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.336 | TFLOPs: 32.27 |
7:  iteration     7860/   37905 | consumed samples:      2012160 | consumed tokens:   4120903680 | elapsed time per iteration (s): 0.37 | learning rate: 1.829E-04 | global batch size:   256 | lm loss: 3.530046E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.731 | TFLOPs: 32.24 |
7:  iteration     7870/   37905 | consumed samples:      2014720 | consumed tokens:   4126146560 | elapsed time per iteration (s): 0.37 | learning rate: 1.829E-04 | global batch size:   256 | lm loss: 3.535554E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.023 | TFLOPs: 32.25 |
7:  iteration     7880/   37905 | consumed samples:      2017280 | consumed tokens:   4131389440 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size:   256 | lm loss: 3.504308E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.372 | TFLOPs: 32.27 |
7:  iteration     7890/   37905 | consumed samples:      2019840 | consumed tokens:   4136632320 | elapsed time per iteration (s): 0.37 | learning rate: 1.828E-04 | global batch size:   256 | lm loss: 3.546652E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.796 | TFLOPs: 32.24 |
7:  iteration     7900/   37905 | consumed samples:      2022400 | consumed tokens:   4141875200 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size:   256 | lm loss: 3.524420E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.693 | TFLOPs: 32.33 |
7:  iteration     7910/   37905 | consumed samples:      2024960 | consumed tokens:   4147118080 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size:   256 | lm loss: 3.537070E+00 | grad norm: 0.371 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.410 | TFLOPs: 32.32 |
7:  iteration     7920/   37905 | consumed samples:      2027520 | consumed tokens:   4152360960 | elapsed time per iteration (s): 0.37 | learning rate: 1.827E-04 | global batch size:   256 | lm loss: 3.528509E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.226 | TFLOPs: 32.31 |
7:  iteration     7930/   37905 | consumed samples:      2030080 | consumed tokens:   4157603840 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size:   256 | lm loss: 3.522029E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.247 | TFLOPs: 32.31 |
7:  iteration     7940/   37905 | consumed samples:      2032640 | consumed tokens:   4162846720 | elapsed time per iteration (s): 0.37 | learning rate: 1.826E-04 | global batch size:   256 | lm loss: 3.526244E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.255 | TFLOPs: 32.31 |
7:  iteration     7950/   37905 | consumed samples:      2035200 | consumed tokens:   4168089600 | elapsed time per iteration (s): 0.37 | learning rate: 1.825E-04 | global batch size:   256 | lm loss: 3.524004E+00 | grad norm: 0.337 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.345 | TFLOPs: 32.32 |
7:  iteration     7960/   37905 | consumed samples:      2037760 | consumed tokens:   4173332480 | elapsed time per iteration (s): 0.37 | learning rate: 1.825E-04 | global batch size:   256 | lm loss: 3.532310E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.591 | TFLOPs: 32.33 |
7:  iteration     7970/   37905 | consumed samples:      2040320 | consumed tokens:   4178575360 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global batch size:   256 | lm loss: 3.523075E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.056 | TFLOPs: 32.30 |
7:  iteration     7980/   37905 | consumed samples:      2042880 | consumed tokens:   4183818240 | elapsed time per iteration (s): 0.37 | learning rate: 1.824E-04 | global batch size:   256 | lm loss: 3.525209E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.682 | TFLOPs: 32.29 |
7:  iteration     7990/   37905 | consumed samples:      2045440 | consumed tokens:   4189061120 | elapsed time per iteration (s): 0.37 | learning rate: 1.823E-04 | global batch size:   256 | lm loss: 3.523217E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.224 | TFLOPs: 32.31 |
0: [2023-03-14 12:39:13,261] [INFO] [logging.py:68:log_dist] [Rank 0] step=8000, skipped=0, lr=[0.00018229552592396328, 0.00018229552592396328, 0.00018229552592396328], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration     8000/   37905 | consumed samples:      2048000 | consumed tokens:   4194304000 | elapsed time per iteration (s): 0.37 | learning rate: 1.823E-04 | global batch size:   256 | lm loss: 3.528356E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.168 | TFLOPs: 32.31 |
0: steps: 8000 loss: 3.4866 iter time (s): 0.368 samples/sec: 695.669
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 8000 | lm loss value: 3.799442E+00 | lm loss PPL: 4.467624E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    8000 to checkpoints_146m20b100m
0: [2023-03-14 12:39:13,383] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step8000 is begin to save!
0: [2023-03-14 12:39:13,386] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step8000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 12:39:13,535] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step8000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:39:13,565] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step8000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 12:39:13,595] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step8000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 12:39:13,610] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step8000/layer_11-model_00-model_states.pt...
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2: [2023-03-14 12:39:13,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 12:39:13,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
7: [2023-03-14 12:39:13,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:39:13,769] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
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1: [2023-03-14 12:39:13,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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3: [2023-03-14 12:39:13,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
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4: [2023-03-14 12:39:13,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 12:39:13,770] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
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7: [2023-03-14 12:39:13,771] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
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2: [2023-03-14 12:39:13,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 12:39:13,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-14 12:39:13,781] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,781] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,781] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,781] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
6: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:39:13,784] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 12:39:13,784] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:39:13,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
1: [2023-03-14 12:39:13,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
1: [2023-03-14 12:39:13,777] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
1: [2023-03-14 12:39:13,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
1: [2023-03-14 12:39:13,777] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:39:13,779] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
1: [2023-03-14 12:39:13,779] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
1: [2023-03-14 12:39:13,779] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,783] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
5: [2023-03-14 12:39:13,783] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0: [2023-03-14 12:39:13,799] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step8000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:39:13,799] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step8000 is ready now!
0:   successfully saved checkpoint at iteration    8000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 421.57
7:  iteration     8010/   37905 | consumed samples:      2050560 | consumed tokens:   4199546880 | elapsed time per iteration (s): 0.42 | learning rate: 1.823E-04 | global batch size:   256 | lm loss: 3.525975E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 605.418 | TFLOPs: 28.26 |
7:  iteration     8020/   37905 | consumed samples:      2053120 | consumed tokens:   4204789760 | elapsed time per iteration (s): 0.37 | learning rate: 1.822E-04 | global batch size:   256 | lm loss: 3.524003E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.020 | TFLOPs: 32.30 |
7:  iteration     8030/   37905 | consumed samples:      2055680 | consumed tokens:   4210032640 | elapsed time per iteration (s): 0.37 | learning rate: 1.822E-04 | global batch size:   256 | lm loss: 3.537281E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.835 | TFLOPs: 32.29 |
7:  iteration     8040/   37905 | consumed samples:      2058240 | consumed tokens:   4215275520 | elapsed time per iteration (s): 0.37 | learning rate: 1.821E-04 | global batch size:   256 | lm loss: 3.526026E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.776 | TFLOPs: 32.29 |
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7:  iteration     8060/   37905 | consumed samples:      2063360 | consumed tokens:   4225761280 | elapsed time per iteration (s): 0.37 | learning rate: 1.820E-04 | global batch size:   256 | lm loss: 3.534044E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.684 | TFLOPs: 32.29 |
7:  iteration     8070/   37905 | consumed samples:      2065920 | consumed tokens:   4231004160 | elapsed time per iteration (s): 0.37 | learning rate: 1.820E-04 | global batch size:   256 | lm loss: 3.520488E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.713 | TFLOPs: 32.29 |
7:  iteration     8080/   37905 | consumed samples:      2068480 | consumed tokens:   4236247040 | elapsed time per iteration (s): 0.37 | learning rate: 1.819E-04 | global batch size:   256 | lm loss: 3.524509E+00 | grad norm: 0.377 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.740 | TFLOPs: 32.29 |
7:  iteration     8090/   37905 | consumed samples:      2071040 | consumed tokens:   4241489920 | elapsed time per iteration (s): 0.37 | learning rate: 1.819E-04 | global batch size:   256 | lm loss: 3.527853E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.890 | TFLOPs: 32.25 |
7:  iteration     8100/   37905 | consumed samples:      2073600 | consumed tokens:   4246732800 | elapsed time per iteration (s): 0.37 | learning rate: 1.818E-04 | global batch size:   256 | lm loss: 3.525777E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.526 | TFLOPs: 32.28 |
7:  iteration     8110/   37905 | consumed samples:      2076160 | consumed tokens:   4251975680 | elapsed time per iteration (s): 0.37 | learning rate: 1.818E-04 | global batch size:   256 | lm loss: 3.524488E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.788 | TFLOPs: 32.29 |
7:  iteration     8120/   37905 | consumed samples:      2078720 | consumed tokens:   4257218560 | elapsed time per iteration (s): 0.37 | learning rate: 1.818E-04 | global batch size:   256 | lm loss: 3.508178E+00 | grad norm: 0.351 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.618 | TFLOPs: 32.28 |
7:  iteration     8130/   37905 | consumed samples:      2081280 | consumed tokens:   4262461440 | elapsed time per iteration (s): 0.37 | learning rate: 1.817E-04 | global batch size:   256 | lm loss: 3.526460E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.187 | TFLOPs: 32.31 |
7:  iteration     8140/   37905 | consumed samples:      2083840 | consumed tokens:   4267704320 | elapsed time per iteration (s): 0.37 | learning rate: 1.817E-04 | global batch size:   256 | lm loss: 3.523133E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.645 | TFLOPs: 32.28 |
7:  iteration     8150/   37905 | consumed samples:      2086400 | consumed tokens:   4272947200 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size:   256 | lm loss: 3.517694E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.853 | TFLOPs: 32.29 |
7:  iteration     8160/   37905 | consumed samples:      2088960 | consumed tokens:   4278190080 | elapsed time per iteration (s): 0.37 | learning rate: 1.816E-04 | global batch size:   256 | lm loss: 3.516462E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.742 | TFLOPs: 32.29 |
7:  iteration     8170/   37905 | consumed samples:      2091520 | consumed tokens:   4283432960 | elapsed time per iteration (s): 0.37 | learning rate: 1.815E-04 | global batch size:   256 | lm loss: 3.514378E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.464 | TFLOPs: 32.27 |
7:  iteration     8180/   37905 | consumed samples:      2094080 | consumed tokens:   4288675840 | elapsed time per iteration (s): 0.37 | learning rate: 1.815E-04 | global batch size:   256 | lm loss: 3.522034E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.557 | TFLOPs: 32.28 |
7:  iteration     8190/   37905 | consumed samples:      2096640 | consumed tokens:   4293918720 | elapsed time per iteration (s): 0.37 | learning rate: 1.814E-04 | global batch size:   256 | lm loss: 3.522262E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.312 | TFLOPs: 32.27 |
7:  iteration     8200/   37905 | consumed samples:      2099200 | consumed tokens:   4299161600 | elapsed time per iteration (s): 0.37 | learning rate: 1.814E-04 | global batch size:   256 | lm loss: 3.514452E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.481 | TFLOPs: 32.28 |
7:  iteration     8210/   37905 | consumed samples:      2101760 | consumed tokens:   4304404480 | elapsed time per iteration (s): 0.37 | learning rate: 1.813E-04 | global batch size:   256 | lm loss: 3.517825E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.086 | TFLOPs: 32.26 |
7:  iteration     8220/   37905 | consumed samples:      2104320 | consumed tokens:   4309647360 | elapsed time per iteration (s): 0.37 | learning rate: 1.813E-04 | global batch size:   256 | lm loss: 3.511626E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.267 | TFLOPs: 32.27 |
7:  iteration     8230/   37905 | consumed samples:      2106880 | consumed tokens:   4314890240 | elapsed time per iteration (s): 0.37 | learning rate: 1.813E-04 | global batch size:   256 | lm loss: 3.530468E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.718 | TFLOPs: 32.29 |
7:  iteration     8240/   37905 | consumed samples:      2109440 | consumed tokens:   4320133120 | elapsed time per iteration (s): 0.37 | learning rate: 1.812E-04 | global batch size:   256 | lm loss: 3.506896E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.463 | TFLOPs: 32.27 |
7:  iteration     8250/   37905 | consumed samples:      2112000 | consumed tokens:   4325376000 | elapsed time per iteration (s): 0.37 | learning rate: 1.812E-04 | global batch size:   256 | lm loss: 3.524094E+00 | grad norm: 0.394 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.414 | TFLOPs: 32.27 |
7:  iteration     8260/   37905 | consumed samples:      2114560 | consumed tokens:   4330618880 | elapsed time per iteration (s): 0.37 | learning rate: 1.811E-04 | global batch size:   256 | lm loss: 3.510900E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.575 | TFLOPs: 32.23 |
7:  iteration     8270/   37905 | consumed samples:      2117120 | consumed tokens:   4335861760 | elapsed time per iteration (s): 0.37 | learning rate: 1.811E-04 | global batch size:   256 | lm loss: 3.512094E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.666 | TFLOPs: 32.28 |
7:  iteration     8280/   37905 | consumed samples:      2119680 | consumed tokens:   4341104640 | elapsed time per iteration (s): 0.37 | learning rate: 1.810E-04 | global batch size:   256 | lm loss: 3.525357E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.740 | TFLOPs: 32.29 |
7:  iteration     8290/   37905 | consumed samples:      2122240 | consumed tokens:   4346347520 | elapsed time per iteration (s): 0.37 | learning rate: 1.810E-04 | global batch size:   256 | lm loss: 3.522884E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.509 | TFLOPs: 32.28 |
7:  iteration     8300/   37905 | consumed samples:      2124800 | consumed tokens:   4351590400 | elapsed time per iteration (s): 0.37 | learning rate: 1.809E-04 | global batch size:   256 | lm loss: 3.526999E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.548 | TFLOPs: 32.28 |
7:  iteration     8310/   37905 | consumed samples:      2127360 | consumed tokens:   4356833280 | elapsed time per iteration (s): 0.37 | learning rate: 1.809E-04 | global batch size:   256 | lm loss: 3.511284E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.183 | TFLOPs: 32.31 |
7:  iteration     8320/   37905 | consumed samples:      2129920 | consumed tokens:   4362076160 | elapsed time per iteration (s): 0.37 | learning rate: 1.808E-04 | global batch size:   256 | lm loss: 3.522576E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.825 | TFLOPs: 32.29 |
7:  iteration     8330/   37905 | consumed samples:      2132480 | consumed tokens:   4367319040 | elapsed time per iteration (s): 0.37 | learning rate: 1.808E-04 | global batch size:   256 | lm loss: 3.501452E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.779 | TFLOPs: 32.29 |
7:  iteration     8340/   37905 | consumed samples:      2135040 | consumed tokens:   4372561920 | elapsed time per iteration (s): 0.37 | learning rate: 1.807E-04 | global batch size:   256 | lm loss: 3.507102E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.903 | TFLOPs: 32.30 |
7:  iteration     8350/   37905 | consumed samples:      2137600 | consumed tokens:   4377804800 | elapsed time per iteration (s): 0.37 | learning rate: 1.807E-04 | global batch size:   256 | lm loss: 3.505890E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.070 | TFLOPs: 32.30 |
7:  iteration     8360/   37905 | consumed samples:      2140160 | consumed tokens:   4383047680 | elapsed time per iteration (s): 0.37 | learning rate: 1.806E-04 | global batch size:   256 | lm loss: 3.497842E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.981 | TFLOPs: 32.30 |
7:  iteration     8370/   37905 | consumed samples:      2142720 | consumed tokens:   4388290560 | elapsed time per iteration (s): 0.37 | learning rate: 1.806E-04 | global batch size:   256 | lm loss: 3.515851E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.045 | TFLOPs: 32.30 |
7:  iteration     8380/   37905 | consumed samples:      2145280 | consumed tokens:   4393533440 | elapsed time per iteration (s): 0.37 | learning rate: 1.806E-04 | global batch size:   256 | lm loss: 3.517638E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.924 | TFLOPs: 32.30 |
7:  iteration     8390/   37905 | consumed samples:      2147840 | consumed tokens:   4398776320 | elapsed time per iteration (s): 0.37 | learning rate: 1.805E-04 | global batch size:   256 | lm loss: 3.501113E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.183 | TFLOPs: 32.31 |
7:  iteration     8400/   37905 | consumed samples:      2150400 | consumed tokens:   4404019200 | elapsed time per iteration (s): 0.37 | learning rate: 1.805E-04 | global batch size:   256 | lm loss: 3.515398E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.856 | TFLOPs: 32.29 |
7:  iteration     8410/   37905 | consumed samples:      2152960 | consumed tokens:   4409262080 | elapsed time per iteration (s): 0.37 | learning rate: 1.804E-04 | global batch size:   256 | lm loss: 3.508765E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.650 | TFLOPs: 32.28 |
7:  iteration     8420/   37905 | consumed samples:      2155520 | consumed tokens:   4414504960 | elapsed time per iteration (s): 0.37 | learning rate: 1.804E-04 | global batch size:   256 | lm loss: 3.511950E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.161 | TFLOPs: 32.31 |
7:  iteration     8430/   37905 | consumed samples:      2158080 | consumed tokens:   4419747840 | elapsed time per iteration (s): 0.37 | learning rate: 1.803E-04 | global batch size:   256 | lm loss: 3.518681E+00 | grad norm: 0.366 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.292 | TFLOPs: 32.31 |
7:  iteration     8440/   37905 | consumed samples:      2160640 | consumed tokens:   4424990720 | elapsed time per iteration (s): 0.38 | learning rate: 1.803E-04 | global batch size:   256 | lm loss: 3.515200E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.900 | TFLOPs: 31.83 |
7:  iteration     8450/   37905 | consumed samples:      2163200 | consumed tokens:   4430233600 | elapsed time per iteration (s): 0.37 | learning rate: 1.802E-04 | global batch size:   256 | lm loss: 3.502179E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.703 | TFLOPs: 32.01 |
7:  iteration     8460/   37905 | consumed samples:      2165760 | consumed tokens:   4435476480 | elapsed time per iteration (s): 0.37 | learning rate: 1.802E-04 | global batch size:   256 | lm loss: 3.498434E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.128 | TFLOPs: 32.31 |
7:  iteration     8470/   37905 | consumed samples:      2168320 | consumed tokens:   4440719360 | elapsed time per iteration (s): 0.37 | learning rate: 1.801E-04 | global batch size:   256 | lm loss: 3.521690E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.879 | TFLOPs: 32.29 |
7:  iteration     8480/   37905 | consumed samples:      2170880 | consumed tokens:   4445962240 | elapsed time per iteration (s): 0.37 | learning rate: 1.801E-04 | global batch size:   256 | lm loss: 3.496828E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.683 | TFLOPs: 32.29 |
7:  iteration     8490/   37905 | consumed samples:      2173440 | consumed tokens:   4451205120 | elapsed time per iteration (s): 0.37 | learning rate: 1.800E-04 | global batch size:   256 | lm loss: 3.509986E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.734 | TFLOPs: 32.29 |
7:  iteration     8500/   37905 | consumed samples:      2176000 | consumed tokens:   4456448000 | elapsed time per iteration (s): 0.37 | learning rate: 1.800E-04 | global batch size:   256 | lm loss: 3.516622E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.704 | TFLOPs: 32.29 |
7:  iteration     8510/   37905 | consumed samples:      2178560 | consumed tokens:   4461690880 | elapsed time per iteration (s): 0.37 | learning rate: 1.799E-04 | global batch size:   256 | lm loss: 3.527603E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.655 | TFLOPs: 32.28 |
7:  iteration     8520/   37905 | consumed samples:      2181120 | consumed tokens:   4466933760 | elapsed time per iteration (s): 0.37 | learning rate: 1.799E-04 | global batch size:   256 | lm loss: 3.508254E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.714 | TFLOPs: 32.29 |
7:  iteration     8530/   37905 | consumed samples:      2183680 | consumed tokens:   4472176640 | elapsed time per iteration (s): 0.37 | learning rate: 1.798E-04 | global batch size:   256 | lm loss: 3.505473E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.790 | TFLOPs: 32.29 |
7:  iteration     8540/   37905 | consumed samples:      2186240 | consumed tokens:   4477419520 | elapsed time per iteration (s): 0.37 | learning rate: 1.798E-04 | global batch size:   256 | lm loss: 3.492648E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.858 | TFLOPs: 32.29 |
7:  iteration     8550/   37905 | consumed samples:      2188800 | consumed tokens:   4482662400 | elapsed time per iteration (s): 0.37 | learning rate: 1.798E-04 | global batch size:   256 | lm loss: 3.496311E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.695 | TFLOPs: 32.29 |
7:  iteration     8560/   37905 | consumed samples:      2191360 | consumed tokens:   4487905280 | elapsed time per iteration (s): 0.37 | learning rate: 1.797E-04 | global batch size:   256 | lm loss: 3.500385E+00 | grad norm: 0.395 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.714 | TFLOPs: 32.29 |
7:  iteration     8570/   37905 | consumed samples:      2193920 | consumed tokens:   4493148160 | elapsed time per iteration (s): 0.37 | learning rate: 1.797E-04 | global batch size:   256 | lm loss: 3.504420E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.437 | TFLOPs: 32.27 |
7:  iteration     8580/   37905 | consumed samples:      2196480 | consumed tokens:   4498391040 | elapsed time per iteration (s): 0.37 | learning rate: 1.796E-04 | global batch size:   256 | lm loss: 3.507153E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.387 | TFLOPs: 32.27 |
7:  iteration     8590/   37905 | consumed samples:      2199040 | consumed tokens:   4503633920 | elapsed time per iteration (s): 0.37 | learning rate: 1.796E-04 | global batch size:   256 | lm loss: 3.505753E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.835 | TFLOPs: 32.29 |
7:  iteration     8600/   37905 | consumed samples:      2201600 | consumed tokens:   4508876800 | elapsed time per iteration (s): 0.37 | learning rate: 1.795E-04 | global batch size:   256 | lm loss: 3.508706E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.720 | TFLOPs: 32.29 |
7:  iteration     8610/   37905 | consumed samples:      2204160 | consumed tokens:   4514119680 | elapsed time per iteration (s): 0.37 | learning rate: 1.795E-04 | global batch size:   256 | lm loss: 3.497596E+00 | grad norm: 0.361 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.859 | TFLOPs: 32.29 |
7:  iteration     8620/   37905 | consumed samples:      2206720 | consumed tokens:   4519362560 | elapsed time per iteration (s): 0.37 | learning rate: 1.794E-04 | global batch size:   256 | lm loss: 3.501110E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.671 | TFLOPs: 32.28 |
7:  iteration     8630/   37905 | consumed samples:      2209280 | consumed tokens:   4524605440 | elapsed time per iteration (s): 0.37 | learning rate: 1.794E-04 | global batch size:   256 | lm loss: 3.503040E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.496 | TFLOPs: 32.28 |
7:  iteration     8640/   37905 | consumed samples:      2211840 | consumed tokens:   4529848320 | elapsed time per iteration (s): 0.37 | learning rate: 1.793E-04 | global batch size:   256 | lm loss: 3.496676E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.870 | TFLOPs: 32.29 |
7:  iteration     8650/   37905 | consumed samples:      2214400 | consumed tokens:   4535091200 | elapsed time per iteration (s): 0.37 | learning rate: 1.793E-04 | global batch size:   256 | lm loss: 3.479327E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.580 | TFLOPs: 32.28 |
7:  iteration     8660/   37905 | consumed samples:      2216960 | consumed tokens:   4540334080 | elapsed time per iteration (s): 0.37 | learning rate: 1.792E-04 | global batch size:   256 | lm loss: 3.489211E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.163 | TFLOPs: 32.26 |
7:  iteration     8670/   37905 | consumed samples:      2219520 | consumed tokens:   4545576960 | elapsed time per iteration (s): 0.37 | learning rate: 1.792E-04 | global batch size:   256 | lm loss: 3.494625E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.689 | TFLOPs: 32.29 |
7:  iteration     8680/   37905 | consumed samples:      2222080 | consumed tokens:   4550819840 | elapsed time per iteration (s): 0.37 | learning rate: 1.791E-04 | global batch size:   256 | lm loss: 3.487621E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.574 | TFLOPs: 32.28 |
7:  iteration     8690/   37905 | consumed samples:      2224640 | consumed tokens:   4556062720 | elapsed time per iteration (s): 0.37 | learning rate: 1.791E-04 | global batch size:   256 | lm loss: 3.486850E+00 | grad norm: 0.349 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.384 | TFLOPs: 32.27 |
7:  iteration     8700/   37905 | consumed samples:      2227200 | consumed tokens:   4561305600 | elapsed time per iteration (s): 0.37 | learning rate: 1.790E-04 | global batch size:   256 | lm loss: 3.505537E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.783 | TFLOPs: 32.29 |
7:  iteration     8710/   37905 | consumed samples:      2229760 | consumed tokens:   4566548480 | elapsed time per iteration (s): 0.38 | learning rate: 1.790E-04 | global batch size:   256 | lm loss: 3.500162E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.719 | TFLOPs: 31.45 |
7:  iteration     8720/   37905 | consumed samples:      2232320 | consumed tokens:   4571791360 | elapsed time per iteration (s): 0.37 | learning rate: 1.789E-04 | global batch size:   256 | lm loss: 3.496352E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.720 | TFLOPs: 32.29 |
7:  iteration     8730/   37905 | consumed samples:      2234880 | consumed tokens:   4577034240 | elapsed time per iteration (s): 0.37 | learning rate: 1.789E-04 | global batch size:   256 | lm loss: 3.499676E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.115 | TFLOPs: 32.31 |
7:  iteration     8740/   37905 | consumed samples:      2237440 | consumed tokens:   4582277120 | elapsed time per iteration (s): 0.37 | learning rate: 1.788E-04 | global batch size:   256 | lm loss: 3.496739E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.669 | TFLOPs: 32.28 |
7:  iteration     8750/   37905 | consumed samples:      2240000 | consumed tokens:   4587520000 | elapsed time per iteration (s): 0.37 | learning rate: 1.788E-04 | global batch size:   256 | lm loss: 3.501297E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.778 | TFLOPs: 32.29 |
7:  iteration     8760/   37905 | consumed samples:      2242560 | consumed tokens:   4592762880 | elapsed time per iteration (s): 0.37 | learning rate: 1.787E-04 | global batch size:   256 | lm loss: 3.503918E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.788 | TFLOPs: 32.29 |
7:  iteration     8770/   37905 | consumed samples:      2245120 | consumed tokens:   4598005760 | elapsed time per iteration (s): 0.37 | learning rate: 1.787E-04 | global batch size:   256 | lm loss: 3.506156E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.139 | TFLOPs: 32.31 |
7:  iteration     8780/   37905 | consumed samples:      2247680 | consumed tokens:   4603248640 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size:   256 | lm loss: 3.502817E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.714 | TFLOPs: 32.29 |
7:  iteration     8790/   37905 | consumed samples:      2250240 | consumed tokens:   4608491520 | elapsed time per iteration (s): 0.37 | learning rate: 1.786E-04 | global batch size:   256 | lm loss: 3.492936E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.105 | TFLOPs: 32.30 |
7:  iteration     8800/   37905 | consumed samples:      2252800 | consumed tokens:   4613734400 | elapsed time per iteration (s): 0.37 | learning rate: 1.785E-04 | global batch size:   256 | lm loss: 3.481865E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.058 | TFLOPs: 32.30 |
7:  iteration     8810/   37905 | consumed samples:      2255360 | consumed tokens:   4618977280 | elapsed time per iteration (s): 0.37 | learning rate: 1.785E-04 | global batch size:   256 | lm loss: 3.481416E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.155 | TFLOPs: 32.31 |
7:  iteration     8820/   37905 | consumed samples:      2257920 | consumed tokens:   4624220160 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size:   256 | lm loss: 3.500359E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.068 | TFLOPs: 32.30 |
7:  iteration     8830/   37905 | consumed samples:      2260480 | consumed tokens:   4629463040 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size:   256 | lm loss: 3.489989E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.166 | TFLOPs: 32.31 |
7:  iteration     8840/   37905 | consumed samples:      2263040 | consumed tokens:   4634705920 | elapsed time per iteration (s): 0.37 | learning rate: 1.784E-04 | global batch size:   256 | lm loss: 3.480490E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.594 | TFLOPs: 32.28 |
7:  iteration     8850/   37905 | consumed samples:      2265600 | consumed tokens:   4639948800 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size:   256 | lm loss: 3.494312E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.185 | TFLOPs: 32.31 |
7:  iteration     8860/   37905 | consumed samples:      2268160 | consumed tokens:   4645191680 | elapsed time per iteration (s): 0.37 | learning rate: 1.783E-04 | global batch size:   256 | lm loss: 3.508951E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.170 | TFLOPs: 32.31 |
7:  iteration     8870/   37905 | consumed samples:      2270720 | consumed tokens:   4650434560 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size:   256 | lm loss: 3.490073E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.462 | TFLOPs: 32.09 |
7:  iteration     8880/   37905 | consumed samples:      2273280 | consumed tokens:   4655677440 | elapsed time per iteration (s): 0.37 | learning rate: 1.782E-04 | global batch size:   256 | lm loss: 3.500109E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.710 | TFLOPs: 32.29 |
7:  iteration     8890/   37905 | consumed samples:      2275840 | consumed tokens:   4660920320 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size:   256 | lm loss: 3.501372E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.887 | TFLOPs: 32.29 |
7:  iteration     8900/   37905 | consumed samples:      2278400 | consumed tokens:   4666163200 | elapsed time per iteration (s): 0.37 | learning rate: 1.781E-04 | global batch size:   256 | lm loss: 3.484872E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.002 | TFLOPs: 32.30 |
7:  iteration     8910/   37905 | consumed samples:      2280960 | consumed tokens:   4671406080 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size:   256 | lm loss: 3.500914E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.843 | TFLOPs: 32.29 |
7:  iteration     8920/   37905 | consumed samples:      2283520 | consumed tokens:   4676648960 | elapsed time per iteration (s): 0.37 | learning rate: 1.780E-04 | global batch size:   256 | lm loss: 3.488651E+00 | grad norm: 0.406 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.278 | TFLOPs: 32.31 |
7:  iteration     8930/   37905 | consumed samples:      2286080 | consumed tokens:   4681891840 | elapsed time per iteration (s): 0.37 | learning rate: 1.779E-04 | global batch size:   256 | lm loss: 3.480033E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.548 | TFLOPs: 32.28 |
7:  iteration     8940/   37905 | consumed samples:      2288640 | consumed tokens:   4687134720 | elapsed time per iteration (s): 0.37 | learning rate: 1.779E-04 | global batch size:   256 | lm loss: 3.491407E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.982 | TFLOPs: 32.30 |
7:  iteration     8950/   37905 | consumed samples:      2291200 | consumed tokens:   4692377600 | elapsed time per iteration (s): 0.37 | learning rate: 1.778E-04 | global batch size:   256 | lm loss: 3.469259E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.971 | TFLOPs: 32.30 |
7:  iteration     8960/   37905 | consumed samples:      2293760 | consumed tokens:   4697620480 | elapsed time per iteration (s): 0.37 | learning rate: 1.778E-04 | global batch size:   256 | lm loss: 3.485754E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.611 | TFLOPs: 32.28 |
7:  iteration     8970/   37905 | consumed samples:      2296320 | consumed tokens:   4702863360 | elapsed time per iteration (s): 0.37 | learning rate: 1.777E-04 | global batch size:   256 | lm loss: 3.480873E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.730 | TFLOPs: 32.29 |
7:  iteration     8980/   37905 | consumed samples:      2298880 | consumed tokens:   4708106240 | elapsed time per iteration (s): 0.37 | learning rate: 1.777E-04 | global batch size:   256 | lm loss: 3.485728E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.131 | TFLOPs: 31.93 |
7:  iteration     8990/   37905 | consumed samples:      2301440 | consumed tokens:   4713349120 | elapsed time per iteration (s): 0.37 | learning rate: 1.776E-04 | global batch size:   256 | lm loss: 3.483364E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.329 | TFLOPs: 32.27 |
7:  iteration     9000/   37905 | consumed samples:      2304000 | consumed tokens:   4718592000 | elapsed time per iteration (s): 0.37 | learning rate: 1.776E-04 | global batch size:   256 | lm loss: 3.486037E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.405 | TFLOPs: 32.18 |
7: -----------------------------------------------------------------------------------------------
7: validation loss at iteration 9000 | lm loss value: 3.750946E+00 | lm loss PPL: 4.256132E+01 | 
7: -----------------------------------------------------------------------------------------------
0: saving checkpoint at iteration    9000 to checkpoints_146m20b100m
0: [2023-03-14 12:45:24,232] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step9000 is begin to save!
0: [2023-03-14 12:45:24,236] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 12:45:24,552] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step9000/mp_rank_00_model_states.pt
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0: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
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0: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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7: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
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4: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 12:45:24,572] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
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1: [2023-03-14 12:45:24,606] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
5: [2023-03-14 12:45:24,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,607] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:45:24,616] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,607] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
5: [2023-03-14 12:45:24,616] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,608] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,608] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,609] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:45:24,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,610] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,610] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
1: [2023-03-14 12:45:24,614] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:45:24,614] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,614] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,614] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,614] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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7: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 12:45:24,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:45:24,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
2: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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1: [2023-03-14 12:45:24,617] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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4: [2023-03-14 12:45:24,620] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 12:45:24,620] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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4: [2023-03-14 12:45:24,620] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 12:45:24,620] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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4: [2023-03-14 12:45:24,620] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 12:45:24,620] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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0: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
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6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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6: [2023-03-14 12:45:24,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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6: [2023-03-14 12:45:24,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:45:24,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:45:24,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
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5: [2023-03-14 12:45:24,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 12:45:24,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 12:45:24,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
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5: [2023-03-14 12:45:24,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step9000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 12:45:24,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
5: [2023-03-14 12:45:24,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step9000 is ready now!
0:   successfully saved checkpoint at iteration    9000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 409.00
7:  iteration     9010/   37905 | consumed samples:      2306560 | consumed tokens:   4723834880 | elapsed time per iteration (s): 0.42 | learning rate: 1.775E-04 | global batch size:   256 | lm loss: 3.487589E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 609.570 | TFLOPs: 28.45 |
7:  iteration     9020/   37905 | consumed samples:      2309120 | consumed tokens:   4729077760 | elapsed time per iteration (s): 0.37 | learning rate: 1.775E-04 | global batch size:   256 | lm loss: 3.495013E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.467 | TFLOPs: 32.28 |
7:  iteration     9030/   37905 | consumed samples:      2311680 | consumed tokens:   4734320640 | elapsed time per iteration (s): 0.37 | learning rate: 1.774E-04 | global batch size:   256 | lm loss: 3.491489E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.552 | TFLOPs: 32.28 |
7:  iteration     9040/   37905 | consumed samples:      2314240 | consumed tokens:   4739563520 | elapsed time per iteration (s): 0.37 | learning rate: 1.774E-04 | global batch size:   256 | lm loss: 3.488528E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.174 | TFLOPs: 32.31 |
7:  iteration     9050/   37905 | consumed samples:      2316800 | consumed tokens:   4744806400 | elapsed time per iteration (s): 0.37 | learning rate: 1.773E-04 | global batch size:   256 | lm loss: 3.479753E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.156 | TFLOPs: 32.31 |
7:  iteration     9060/   37905 | consumed samples:      2319360 | consumed tokens:   4750049280 | elapsed time per iteration (s): 0.37 | learning rate: 1.773E-04 | global batch size:   256 | lm loss: 3.468523E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.804 | TFLOPs: 32.29 |
7:  iteration     9070/   37905 | consumed samples:      2321920 | consumed tokens:   4755292160 | elapsed time per iteration (s): 0.37 | learning rate: 1.772E-04 | global batch size:   256 | lm loss: 3.488175E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.460 | TFLOPs: 32.27 |
7:  iteration     9080/   37905 | consumed samples:      2324480 | consumed tokens:   4760535040 | elapsed time per iteration (s): 0.37 | learning rate: 1.772E-04 | global batch size:   256 | lm loss: 3.489028E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.654 | TFLOPs: 32.28 |
7:  iteration     9090/   37905 | consumed samples:      2327040 | consumed tokens:   4765777920 | elapsed time per iteration (s): 0.37 | learning rate: 1.771E-04 | global batch size:   256 | lm loss: 3.486134E+00 | grad norm: 0.419 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.944 | TFLOPs: 32.30 |
7:  iteration     9100/   37905 | consumed samples:      2329600 | consumed tokens:   4771020800 | elapsed time per iteration (s): 0.37 | learning rate: 1.771E-04 | global batch size:   256 | lm loss: 3.492659E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.854 | TFLOPs: 32.15 |
7:  iteration     9110/   37905 | consumed samples:      2332160 | consumed tokens:   4776263680 | elapsed time per iteration (s): 0.37 | learning rate: 1.770E-04 | global batch size:   256 | lm loss: 3.481872E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.772 | TFLOPs: 32.29 |
7:  iteration     9120/   37905 | consumed samples:      2334720 | consumed tokens:   4781506560 | elapsed time per iteration (s): 0.37 | learning rate: 1.770E-04 | global batch size:   256 | lm loss: 3.491619E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.915 | TFLOPs: 32.30 |
7:  iteration     9130/   37905 | consumed samples:      2337280 | consumed tokens:   4786749440 | elapsed time per iteration (s): 0.37 | learning rate: 1.769E-04 | global batch size:   256 | lm loss: 3.483050E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.815 | TFLOPs: 32.29 |
7:  iteration     9140/   37905 | consumed samples:      2339840 | consumed tokens:   4791992320 | elapsed time per iteration (s): 0.37 | learning rate: 1.769E-04 | global batch size:   256 | lm loss: 3.490096E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.469 | TFLOPs: 32.28 |
7:  iteration     9150/   37905 | consumed samples:      2342400 | consumed tokens:   4797235200 | elapsed time per iteration (s): 0.37 | learning rate: 1.768E-04 | global batch size:   256 | lm loss: 3.475426E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.085 | TFLOPs: 32.30 |
7:  iteration     9160/   37905 | consumed samples:      2344960 | consumed tokens:   4802478080 | elapsed time per iteration (s): 0.37 | learning rate: 1.768E-04 | global batch size:   256 | lm loss: 3.476711E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.216 | TFLOPs: 32.31 |
7:  iteration     9170/   37905 | consumed samples:      2347520 | consumed tokens:   4807720960 | elapsed time per iteration (s): 0.37 | learning rate: 1.767E-04 | global batch size:   256 | lm loss: 3.477632E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.695 | TFLOPs: 32.29 |
7:  iteration     9180/   37905 | consumed samples:      2350080 | consumed tokens:   4812963840 | elapsed time per iteration (s): 0.37 | learning rate: 1.767E-04 | global batch size:   256 | lm loss: 3.480883E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.700 | TFLOPs: 32.29 |
7:  iteration     9190/   37905 | consumed samples:      2352640 | consumed tokens:   4818206720 | elapsed time per iteration (s): 0.37 | learning rate: 1.766E-04 | global batch size:   256 | lm loss: 3.479446E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.567 | TFLOPs: 32.33 |
7:  iteration     9200/   37905 | consumed samples:      2355200 | consumed tokens:   4823449600 | elapsed time per iteration (s): 0.37 | learning rate: 1.766E-04 | global batch size:   256 | lm loss: 3.476204E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.687 | TFLOPs: 32.33 |
7:  iteration     9210/   37905 | consumed samples:      2357760 | consumed tokens:   4828692480 | elapsed time per iteration (s): 0.37 | learning rate: 1.765E-04 | global batch size:   256 | lm loss: 3.475708E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.760 | TFLOPs: 32.29 |
7:  iteration     9220/   37905 | consumed samples:      2360320 | consumed tokens:   4833935360 | elapsed time per iteration (s): 0.37 | learning rate: 1.765E-04 | global batch size:   256 | lm loss: 3.499655E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.045 | TFLOPs: 32.30 |
7:  iteration     9230/   37905 | consumed samples:      2362880 | consumed tokens:   4839178240 | elapsed time per iteration (s): 0.37 | learning rate: 1.764E-04 | global batch size:   256 | lm loss: 3.488790E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.272 | TFLOPs: 32.31 |
7:  iteration     9240/   37905 | consumed samples:      2365440 | consumed tokens:   4844421120 | elapsed time per iteration (s): 0.37 | learning rate: 1.764E-04 | global batch size:   256 | lm loss: 3.483596E+00 | grad norm: 0.375 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.894 | TFLOPs: 32.11 |
7:  iteration     9250/   37905 | consumed samples:      2368000 | consumed tokens:   4849664000 | elapsed time per iteration (s): 0.38 | learning rate: 1.763E-04 | global batch size:   256 | lm loss: 3.472016E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.962 | TFLOPs: 31.69 |
7:  iteration     9260/   37905 | consumed samples:      2370560 | consumed tokens:   4854906880 | elapsed time per iteration (s): 0.37 | learning rate: 1.762E-04 | global batch size:   256 | lm loss: 3.469143E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.065 | TFLOPs: 32.30 |
7:  iteration     9270/   37905 | consumed samples:      2373120 | consumed tokens:   4860149760 | elapsed time per iteration (s): 0.37 | learning rate: 1.762E-04 | global batch size:   256 | lm loss: 3.460661E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.024 | TFLOPs: 32.30 |
7:  iteration     9280/   37905 | consumed samples:      2375680 | consumed tokens:   4865392640 | elapsed time per iteration (s): 0.37 | learning rate: 1.761E-04 | global batch size:   256 | lm loss: 3.475235E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.047 | TFLOPs: 32.30 |
7:  iteration     9290/   37905 | consumed samples:      2378240 | consumed tokens:   4870635520 | elapsed time per iteration (s): 0.37 | learning rate: 1.761E-04 | global batch size:   256 | lm loss: 3.480120E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.126 | TFLOPs: 32.31 |
7:  iteration     9300/   37905 | consumed samples:      2380800 | consumed tokens:   4875878400 | elapsed time per iteration (s): 0.37 | learning rate: 1.760E-04 | global batch size:   256 | lm loss: 3.480264E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.501 | TFLOPs: 32.32 |
7:  iteration     9310/   37905 | consumed samples:      2383360 | consumed tokens:   4881121280 | elapsed time per iteration (s): 0.37 | learning rate: 1.760E-04 | global batch size:   256 | lm loss: 3.524564E+00 | grad norm: 1.141 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.386 | TFLOPs: 32.18 |
7:  iteration     9320/   37905 | consumed samples:      2385920 | consumed tokens:   4886364160 | elapsed time per iteration (s): 0.37 | learning rate: 1.759E-04 | global batch size:   256 | lm loss: 3.546416E+00 | grad norm: 0.711 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.948 | TFLOPs: 32.30 |
7:  iteration     9330/   37905 | consumed samples:      2388480 | consumed tokens:   4891607040 | elapsed time per iteration (s): 0.37 | learning rate: 1.759E-04 | global batch size:   256 | lm loss: 3.528054E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.478 | TFLOPs: 32.32 |
7:  iteration     9340/   37905 | consumed samples:      2391040 | consumed tokens:   4896849920 | elapsed time per iteration (s): 0.37 | learning rate: 1.758E-04 | global batch size:   256 | lm loss: 3.489958E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.437 | TFLOPs: 32.27 |
7:  iteration     9350/   37905 | consumed samples:      2393600 | consumed tokens:   4902092800 | elapsed time per iteration (s): 0.37 | learning rate: 1.758E-04 | global batch size:   256 | lm loss: 3.475834E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.127 | TFLOPs: 32.31 |
7:  iteration     9360/   37905 | consumed samples:      2396160 | consumed tokens:   4907335680 | elapsed time per iteration (s): 0.37 | learning rate: 1.757E-04 | global batch size:   256 | lm loss: 3.475333E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.675 | TFLOPs: 32.33 |
7:  iteration     9370/   37905 | consumed samples:      2398720 | consumed tokens:   4912578560 | elapsed time per iteration (s): 0.37 | learning rate: 1.757E-04 | global batch size:   256 | lm loss: 3.496967E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.728 | TFLOPs: 32.33 |
7:  iteration     9380/   37905 | consumed samples:      2401280 | consumed tokens:   4917821440 | elapsed time per iteration (s): 0.37 | learning rate: 1.756E-04 | global batch size:   256 | lm loss: 3.476578E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.826 | TFLOPs: 32.34 |
7:  iteration     9390/   37905 | consumed samples:      2403840 | consumed tokens:   4923064320 | elapsed time per iteration (s): 0.37 | learning rate: 1.756E-04 | global batch size:   256 | lm loss: 3.482391E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.722 | TFLOPs: 32.29 |
7:  iteration     9400/   37905 | consumed samples:      2406400 | consumed tokens:   4928307200 | elapsed time per iteration (s): 0.37 | learning rate: 1.755E-04 | global batch size:   256 | lm loss: 3.461958E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.059 | TFLOPs: 32.30 |
7:  iteration     9410/   37905 | consumed samples:      2408960 | consumed tokens:   4933550080 | elapsed time per iteration (s): 0.37 | learning rate: 1.755E-04 | global batch size:   256 | lm loss: 3.472989E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.237 | TFLOPs: 32.31 |
7:  iteration     9420/   37905 | consumed samples:      2411520 | consumed tokens:   4938792960 | elapsed time per iteration (s): 0.37 | learning rate: 1.754E-04 | global batch size:   256 | lm loss: 3.458918E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.472 | TFLOPs: 32.32 |
7:  iteration     9430/   37905 | consumed samples:      2414080 | consumed tokens:   4944035840 | elapsed time per iteration (s): 0.37 | learning rate: 1.754E-04 | global batch size:   256 | lm loss: 3.482673E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.692 | TFLOPs: 32.33 |
7:  iteration     9440/   37905 | consumed samples:      2416640 | consumed tokens:   4949278720 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size:   256 | lm loss: 3.470224E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.540 | TFLOPs: 32.33 |
7:  iteration     9450/   37905 | consumed samples:      2419200 | consumed tokens:   4954521600 | elapsed time per iteration (s): 0.37 | learning rate: 1.753E-04 | global batch size:   256 | lm loss: 3.467614E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.902 | TFLOPs: 32.30 |
7:  iteration     9460/   37905 | consumed samples:      2421760 | consumed tokens:   4959764480 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size:   256 | lm loss: 3.475550E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.450 | TFLOPs: 32.32 |
7:  iteration     9470/   37905 | consumed samples:      2424320 | consumed tokens:   4965007360 | elapsed time per iteration (s): 0.37 | learning rate: 1.752E-04 | global batch size:   256 | lm loss: 3.465870E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.615 | TFLOPs: 32.33 |
7:  iteration     9480/   37905 | consumed samples:      2426880 | consumed tokens:   4970250240 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size:   256 | lm loss: 3.467263E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.289 | TFLOPs: 32.31 |
7:  iteration     9490/   37905 | consumed samples:      2429440 | consumed tokens:   4975493120 | elapsed time per iteration (s): 0.37 | learning rate: 1.751E-04 | global batch size:   256 | lm loss: 3.481016E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.408 | TFLOPs: 32.32 |
7:  iteration     9500/   37905 | consumed samples:      2432000 | consumed tokens:   4980736000 | elapsed time per iteration (s): 0.37 | learning rate: 1.750E-04 | global batch size:   256 | lm loss: 3.475333E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.637 | TFLOPs: 32.33 |
7:  iteration     9510/   37905 | consumed samples:      2434560 | consumed tokens:   4985978880 | elapsed time per iteration (s): 0.37 | learning rate: 1.750E-04 | global batch size:   256 | lm loss: 3.460823E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.071 | TFLOPs: 32.30 |
7:  iteration     9520/   37905 | consumed samples:      2437120 | consumed tokens:   4991221760 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size:   256 | lm loss: 3.462141E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.275 | TFLOPs: 32.31 |
7:  iteration     9530/   37905 | consumed samples:      2439680 | consumed tokens:   4996464640 | elapsed time per iteration (s): 0.37 | learning rate: 1.749E-04 | global batch size:   256 | lm loss: 3.478185E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.454 | TFLOPs: 32.32 |
7:  iteration     9540/   37905 | consumed samples:      2442240 | consumed tokens:   5001707520 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size:   256 | lm loss: 3.454805E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.649 | TFLOPs: 32.33 |
7:  iteration     9550/   37905 | consumed samples:      2444800 | consumed tokens:   5006950400 | elapsed time per iteration (s): 0.37 | learning rate: 1.748E-04 | global batch size:   256 | lm loss: 3.468874E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.498 | TFLOPs: 32.32 |
7:  iteration     9560/   37905 | consumed samples:      2447360 | consumed tokens:   5012193280 | elapsed time per iteration (s): 0.37 | learning rate: 1.747E-04 | global batch size:   256 | lm loss: 3.467701E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.777 | TFLOPs: 32.29 |
7:  iteration     9570/   37905 | consumed samples:      2449920 | consumed tokens:   5017436160 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size:   256 | lm loss: 3.458755E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.231 | TFLOPs: 32.31 |
7:  iteration     9580/   37905 | consumed samples:      2452480 | consumed tokens:   5022679040 | elapsed time per iteration (s): 0.37 | learning rate: 1.746E-04 | global batch size:   256 | lm loss: 3.455256E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.422 | TFLOPs: 32.32 |
7:  iteration     9590/   37905 | consumed samples:      2455040 | consumed tokens:   5027921920 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size:   256 | lm loss: 3.470503E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.283 | TFLOPs: 32.31 |
7:  iteration     9600/   37905 | consumed samples:      2457600 | consumed tokens:   5033164800 | elapsed time per iteration (s): 0.37 | learning rate: 1.745E-04 | global batch size:   256 | lm loss: 3.473944E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.060 | TFLOPs: 32.07 |
7:  iteration     9610/   37905 | consumed samples:      2460160 | consumed tokens:   5038407680 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size:   256 | lm loss: 3.473924E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.660 | TFLOPs: 32.28 |
7:  iteration     9620/   37905 | consumed samples:      2462720 | consumed tokens:   5043650560 | elapsed time per iteration (s): 0.37 | learning rate: 1.744E-04 | global batch size:   256 | lm loss: 3.471191E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.894 | TFLOPs: 32.30 |
7:  iteration     9630/   37905 | consumed samples:      2465280 | consumed tokens:   5048893440 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size:   256 | lm loss: 3.458722E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.416 | TFLOPs: 32.32 |
7:  iteration     9640/   37905 | consumed samples:      2467840 | consumed tokens:   5054136320 | elapsed time per iteration (s): 0.37 | learning rate: 1.743E-04 | global batch size:   256 | lm loss: 3.474910E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.402 | TFLOPs: 32.32 |
7:  iteration     9650/   37905 | consumed samples:      2470400 | consumed tokens:   5059379200 | elapsed time per iteration (s): 0.37 | learning rate: 1.742E-04 | global batch size:   256 | lm loss: 3.470037E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.625 | TFLOPs: 32.33 |
7:  iteration     9660/   37905 | consumed samples:      2472960 | consumed tokens:   5064622080 | elapsed time per iteration (s): 0.37 | learning rate: 1.742E-04 | global batch size:   256 | lm loss: 3.471667E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.637 | TFLOPs: 32.33 |
7:  iteration     9670/   37905 | consumed samples:      2475520 | consumed tokens:   5069864960 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size:   256 | lm loss: 3.441325E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.165 | TFLOPs: 32.31 |
7:  iteration     9680/   37905 | consumed samples:      2478080 | consumed tokens:   5075107840 | elapsed time per iteration (s): 0.37 | learning rate: 1.741E-04 | global batch size:   256 | lm loss: 3.470679E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.023 | TFLOPs: 32.30 |
7:  iteration     9690/   37905 | consumed samples:      2480640 | consumed tokens:   5080350720 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size:   256 | lm loss: 3.471478E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.390 | TFLOPs: 32.32 |
7:  iteration     9700/   37905 | consumed samples:      2483200 | consumed tokens:   5085593600 | elapsed time per iteration (s): 0.37 | learning rate: 1.740E-04 | global batch size:   256 | lm loss: 3.475636E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.929 | TFLOPs: 32.30 |
7:  iteration     9710/   37905 | consumed samples:      2485760 | consumed tokens:   5090836480 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size:   256 | lm loss: 3.471632E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.066 | TFLOPs: 32.30 |
7:  iteration     9720/   37905 | consumed samples:      2488320 | consumed tokens:   5096079360 | elapsed time per iteration (s): 0.37 | learning rate: 1.739E-04 | global batch size:   256 | lm loss: 3.459143E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.049 | TFLOPs: 32.30 |
7:  iteration     9730/   37905 | consumed samples:      2490880 | consumed tokens:   5101322240 | elapsed time per iteration (s): 0.37 | learning rate: 1.738E-04 | global batch size:   256 | lm loss: 3.460545E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.099 | TFLOPs: 32.30 |
7:  iteration     9740/   37905 | consumed samples:      2493440 | consumed tokens:   5106565120 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size:   256 | lm loss: 3.476359E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.998 | TFLOPs: 32.11 |
7:  iteration     9750/   37905 | consumed samples:      2496000 | consumed tokens:   5111808000 | elapsed time per iteration (s): 0.37 | learning rate: 1.737E-04 | global batch size:   256 | lm loss: 3.459155E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.804 | TFLOPs: 32.29 |
7:  iteration     9760/   37905 | consumed samples:      2498560 | consumed tokens:   5117050880 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size:   256 | lm loss: 3.466988E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.470 | TFLOPs: 32.32 |
7:  iteration     9770/   37905 | consumed samples:      2501120 | consumed tokens:   5122293760 | elapsed time per iteration (s): 0.37 | learning rate: 1.736E-04 | global batch size:   256 | lm loss: 3.464450E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.540 | TFLOPs: 32.33 |
7:  iteration     9780/   37905 | consumed samples:      2503680 | consumed tokens:   5127536640 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size:   256 | lm loss: 3.463162E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.922 | TFLOPs: 32.30 |
7:  iteration     9790/   37905 | consumed samples:      2506240 | consumed tokens:   5132779520 | elapsed time per iteration (s): 0.37 | learning rate: 1.735E-04 | global batch size:   256 | lm loss: 3.459498E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.249 | TFLOPs: 32.31 |
7:  iteration     9800/   37905 | consumed samples:      2508800 | consumed tokens:   5138022400 | elapsed time per iteration (s): 0.37 | learning rate: 1.734E-04 | global batch size:   256 | lm loss: 3.455862E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.424 | TFLOPs: 32.32 |
7:  iteration     9810/   37905 | consumed samples:      2511360 | consumed tokens:   5143265280 | elapsed time per iteration (s): 0.37 | learning rate: 1.734E-04 | global batch size:   256 | lm loss: 3.453780E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.852 | TFLOPs: 32.25 |
7:  iteration     9820/   37905 | consumed samples:      2513920 | consumed tokens:   5148508160 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size:   256 | lm loss: 3.462317E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.095 | TFLOPs: 32.26 |
7:  iteration     9830/   37905 | consumed samples:      2516480 | consumed tokens:   5153751040 | elapsed time per iteration (s): 0.37 | learning rate: 1.733E-04 | global batch size:   256 | lm loss: 3.449183E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.151 | TFLOPs: 32.26 |
7:  iteration     9840/   37905 | consumed samples:      2519040 | consumed tokens:   5158993920 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size:   256 | lm loss: 3.460884E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.486 | TFLOPs: 32.28 |
7:  iteration     9850/   37905 | consumed samples:      2521600 | consumed tokens:   5164236800 | elapsed time per iteration (s): 0.37 | learning rate: 1.732E-04 | global batch size:   256 | lm loss: 3.460309E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.894 | TFLOPs: 32.30 |
7:  iteration     9860/   37905 | consumed samples:      2524160 | consumed tokens:   5169479680 | elapsed time per iteration (s): 0.37 | learning rate: 1.731E-04 | global batch size:   256 | lm loss: 3.456622E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.972 | TFLOPs: 32.30 |
7:  iteration     9870/   37905 | consumed samples:      2526720 | consumed tokens:   5174722560 | elapsed time per iteration (s): 0.37 | learning rate: 1.731E-04 | global batch size:   256 | lm loss: 3.462936E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.905 | TFLOPs: 32.30 |
7:  iteration     9880/   37905 | consumed samples:      2529280 | consumed tokens:   5179965440 | elapsed time per iteration (s): 0.37 | learning rate: 1.730E-04 | global batch size:   256 | lm loss: 3.462296E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.024 | TFLOPs: 32.30 |
7:  iteration     9890/   37905 | consumed samples:      2531840 | consumed tokens:   5185208320 | elapsed time per iteration (s): 0.37 | learning rate: 1.729E-04 | global batch size:   256 | lm loss: 3.463317E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.125 | TFLOPs: 32.31 |
7:  iteration     9900/   37905 | consumed samples:      2534400 | consumed tokens:   5190451200 | elapsed time per iteration (s): 0.37 | learning rate: 1.729E-04 | global batch size:   256 | lm loss: 3.445330E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.060 | TFLOPs: 32.30 |
7:  iteration     9910/   37905 | consumed samples:      2536960 | consumed tokens:   5195694080 | elapsed time per iteration (s): 0.37 | learning rate: 1.728E-04 | global batch size:   256 | lm loss: 3.454135E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.380 | TFLOPs: 32.32 |
7:  iteration     9920/   37905 | consumed samples:      2539520 | consumed tokens:   5200936960 | elapsed time per iteration (s): 0.37 | learning rate: 1.728E-04 | global batch size:   256 | lm loss: 3.459763E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.447 | TFLOPs: 32.32 |
7:  iteration     9930/   37905 | consumed samples:      2542080 | consumed tokens:   5206179840 | elapsed time per iteration (s): 0.37 | learning rate: 1.727E-04 | global batch size:   256 | lm loss: 3.464445E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.134 | TFLOPs: 32.31 |
7:  iteration     9940/   37905 | consumed samples:      2544640 | consumed tokens:   5211422720 | elapsed time per iteration (s): 0.37 | learning rate: 1.727E-04 | global batch size:   256 | lm loss: 3.442375E+00 | grad norm: 0.355 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.527 | TFLOPs: 32.32 |
7:  iteration     9950/   37905 | consumed samples:      2547200 | consumed tokens:   5216665600 | elapsed time per iteration (s): 0.37 | learning rate: 1.726E-04 | global batch size:   256 | lm loss: 3.450886E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.013 | TFLOPs: 32.35 |
7:  iteration     9960/   37905 | consumed samples:      2549760 | consumed tokens:   5221908480 | elapsed time per iteration (s): 0.37 | learning rate: 1.726E-04 | global batch size:   256 | lm loss: 3.457351E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.116 | TFLOPs: 32.35 |
7:  iteration     9970/   37905 | consumed samples:      2552320 | consumed tokens:   5227151360 | elapsed time per iteration (s): 0.37 | learning rate: 1.725E-04 | global batch size:   256 | lm loss: 3.447252E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.557 | TFLOPs: 32.14 |
7:  iteration     9980/   37905 | consumed samples:      2554880 | consumed tokens:   5232394240 | elapsed time per iteration (s): 0.37 | learning rate: 1.725E-04 | global batch size:   256 | lm loss: 3.441674E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.442 | TFLOPs: 32.04 |
7:  iteration     9990/   37905 | consumed samples:      2557440 | consumed tokens:   5237637120 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size:   256 | lm loss: 3.443442E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.139 | TFLOPs: 32.35 |
0: [2023-03-14 12:51:34,720] [INFO] [logging.py:68:log_dist] [Rank 0] step=10000, skipped=0, lr=[0.00017235122366283088, 0.00017235122366283088, 0.00017235122366283088], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    10000/   37905 | consumed samples:      2560000 | consumed tokens:   5242880000 | elapsed time per iteration (s): 0.37 | learning rate: 1.724E-04 | global batch size:   256 | lm loss: 3.444678E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.113 | TFLOPs: 32.35 |
0: steps: 10000 loss: 3.4445 iter time (s): 0.368 samples/sec: 695.539
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 10000 | lm loss value: 3.704622E+00 | lm loss PPL: 4.063470E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   10000 to checkpoints_146m20b100m
0: [2023-03-14 12:51:34,842] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step10000 is begin to save!
0: [2023-03-14 12:51:34,845] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_01-model_00-model_states.pt...
0: [2023-03-14 12:51:34,931] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_01-model_00-model_states.pt.
0: [2023-03-14 12:51:34,931] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_03-model_00-model_states.pt...
0: [2023-03-14 12:51:34,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_03-model_00-model_states.pt.
0: [2023-03-14 12:51:34,947] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_04-model_00-model_states.pt...
0: [2023-03-14 12:51:34,961] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_04-model_00-model_states.pt.
0: [2023-03-14 12:51:34,962] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_05-model_00-model_states.pt...
0: [2023-03-14 12:51:34,976] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_05-model_00-model_states.pt.
0: [2023-03-14 12:51:34,976] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,006] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_07-model_00-model_states.pt.
0: [2023-03-14 12:51:35,006] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_08-model_00-model_states.pt...
0: [2023-03-14 12:51:35,021] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_08-model_00-model_states.pt.
0: [2023-03-14 12:51:35,021] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_09-model_00-model_states.pt...
0: [2023-03-14 12:51:35,036] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_09-model_00-model_states.pt.
0: [2023-03-14 12:51:35,037] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_10-model_00-model_states.pt...
0: [2023-03-14 12:51:35,051] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_10-model_00-model_states.pt.
0: [2023-03-14 12:51:35,052] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,067] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_12-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,097] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_13-model_00-model_states.pt.
0: [2023-03-14 12:51:35,097] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,112] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,127] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,142] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_17-model_00-model_states.pt...
0: [2023-03-14 12:51:35,157] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/layer_17-model_00-model_states.pt.
0: [2023-03-14 12:51:35,157] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/layer_19-model_00-model_states.pt...
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0: [2023-03-14 12:51:35,159] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step10000/mp_rank_00_model_states.pt
0: [2023-03-14 12:51:35,159] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/mp_rank_00_model_states.pt...
0: [2023-03-14 12:51:35,161] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step10000/mp_rank_00_model_states.pt.
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
2: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:51:35,179] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
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3: [2023-03-14 12:51:35,230] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 12:51:35,230] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 12:51:35,230] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
3: [2023-03-14 12:51:35,230] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
3: [2023-03-14 12:51:35,230] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
3: [2023-03-14 12:51:35,230] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
0: [2023-03-14 12:51:35,237] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step10000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 12:51:35,237] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step10000 is ready now!
0:   successfully saved checkpoint at iteration   10000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 400.62
7:  iteration    10010/   37905 | consumed samples:      2562560 | consumed tokens:   5248122880 | elapsed time per iteration (s): 0.42 | learning rate: 1.723E-04 | global batch size:   256 | lm loss: 3.449905E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 608.161 | TFLOPs: 28.39 |
7:  iteration    10020/   37905 | consumed samples:      2565120 | consumed tokens:   5253365760 | elapsed time per iteration (s): 0.37 | learning rate: 1.722E-04 | global batch size:   256 | lm loss: 3.461639E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.438 | TFLOPs: 32.32 |
7:  iteration    10030/   37905 | consumed samples:      2567680 | consumed tokens:   5258608640 | elapsed time per iteration (s): 0.37 | learning rate: 1.722E-04 | global batch size:   256 | lm loss: 3.449676E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.106 | TFLOPs: 32.35 |
7:  iteration    10040/   37905 | consumed samples:      2570240 | consumed tokens:   5263851520 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size:   256 | lm loss: 3.441315E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.761 | TFLOPs: 32.34 |
7:  iteration    10050/   37905 | consumed samples:      2572800 | consumed tokens:   5269094400 | elapsed time per iteration (s): 0.37 | learning rate: 1.721E-04 | global batch size:   256 | lm loss: 3.449482E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.138 | TFLOPs: 32.35 |
7:  iteration    10060/   37905 | consumed samples:      2575360 | consumed tokens:   5274337280 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size:   256 | lm loss: 3.440544E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.139 | TFLOPs: 32.35 |
7:  iteration    10070/   37905 | consumed samples:      2577920 | consumed tokens:   5279580160 | elapsed time per iteration (s): 0.37 | learning rate: 1.720E-04 | global batch size:   256 | lm loss: 3.451689E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.103 | TFLOPs: 32.35 |
7:  iteration    10080/   37905 | consumed samples:      2580480 | consumed tokens:   5284823040 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size:   256 | lm loss: 3.437984E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.522 | TFLOPs: 32.37 |
7:  iteration    10090/   37905 | consumed samples:      2583040 | consumed tokens:   5290065920 | elapsed time per iteration (s): 0.37 | learning rate: 1.719E-04 | global batch size:   256 | lm loss: 3.449155E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.495 | TFLOPs: 32.32 |
7:  iteration    10100/   37905 | consumed samples:      2585600 | consumed tokens:   5295308800 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size:   256 | lm loss: 3.443101E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.894 | TFLOPs: 32.34 |
7:  iteration    10110/   37905 | consumed samples:      2588160 | consumed tokens:   5300551680 | elapsed time per iteration (s): 0.37 | learning rate: 1.718E-04 | global batch size:   256 | lm loss: 3.459593E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.923 | TFLOPs: 32.34 |
7:  iteration    10120/   37905 | consumed samples:      2590720 | consumed tokens:   5305794560 | elapsed time per iteration (s): 0.37 | learning rate: 1.717E-04 | global batch size:   256 | lm loss: 3.454948E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.116 | TFLOPs: 32.31 |
7:  iteration    10130/   37905 | consumed samples:      2593280 | consumed tokens:   5311037440 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size:   256 | lm loss: 3.451183E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.557 | TFLOPs: 32.33 |
7:  iteration    10140/   37905 | consumed samples:      2595840 | consumed tokens:   5316280320 | elapsed time per iteration (s): 0.37 | learning rate: 1.716E-04 | global batch size:   256 | lm loss: 3.444654E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.022 | TFLOPs: 32.35 |
7:  iteration    10150/   37905 | consumed samples:      2598400 | consumed tokens:   5321523200 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size:   256 | lm loss: 3.446346E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.030 | TFLOPs: 32.35 |
7:  iteration    10160/   37905 | consumed samples:      2600960 | consumed tokens:   5326766080 | elapsed time per iteration (s): 0.37 | learning rate: 1.715E-04 | global batch size:   256 | lm loss: 3.444924E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.872 | TFLOPs: 32.34 |
7:  iteration    10170/   37905 | consumed samples:      2603520 | consumed tokens:   5332008960 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size:   256 | lm loss: 3.448466E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.745 | TFLOPs: 32.33 |
7:  iteration    10180/   37905 | consumed samples:      2606080 | consumed tokens:   5337251840 | elapsed time per iteration (s): 0.37 | learning rate: 1.714E-04 | global batch size:   256 | lm loss: 3.434480E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.209 | TFLOPs: 32.31 |
7:  iteration    10190/   37905 | consumed samples:      2608640 | consumed tokens:   5342494720 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size:   256 | lm loss: 3.459369E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.914 | TFLOPs: 32.34 |
7:  iteration    10200/   37905 | consumed samples:      2611200 | consumed tokens:   5347737600 | elapsed time per iteration (s): 0.37 | learning rate: 1.713E-04 | global batch size:   256 | lm loss: 3.445300E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.886 | TFLOPs: 32.34 |
7:  iteration    10210/   37905 | consumed samples:      2613760 | consumed tokens:   5352980480 | elapsed time per iteration (s): 0.37 | learning rate: 1.712E-04 | global batch size:   256 | lm loss: 3.444620E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.204 | TFLOPs: 32.36 |
7:  iteration    10220/   37905 | consumed samples:      2616320 | consumed tokens:   5358223360 | elapsed time per iteration (s): 0.37 | learning rate: 1.711E-04 | global batch size:   256 | lm loss: 3.446180E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.670 | TFLOPs: 32.33 |
7:  iteration    10230/   37905 | consumed samples:      2618880 | consumed tokens:   5363466240 | elapsed time per iteration (s): 0.40 | learning rate: 1.711E-04 | global batch size:   256 | lm loss: 3.445275E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 643.648 | TFLOPs: 30.04 |
7:  iteration    10240/   37905 | consumed samples:      2621440 | consumed tokens:   5368709120 | elapsed time per iteration (s): 0.38 | learning rate: 1.710E-04 | global batch size:   256 | lm loss: 3.452578E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.172 | TFLOPs: 31.70 |
7:  iteration    10250/   37905 | consumed samples:      2624000 | consumed tokens:   5373952000 | elapsed time per iteration (s): 0.38 | learning rate: 1.710E-04 | global batch size:   256 | lm loss: 3.443817E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.115 | TFLOPs: 31.42 |
7:  iteration    10260/   37905 | consumed samples:      2626560 | consumed tokens:   5379194880 | elapsed time per iteration (s): 0.37 | learning rate: 1.709E-04 | global batch size:   256 | lm loss: 3.453479E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.007 | TFLOPs: 32.11 |
7:  iteration    10270/   37905 | consumed samples:      2629120 | consumed tokens:   5384437760 | elapsed time per iteration (s): 0.38 | learning rate: 1.709E-04 | global batch size:   256 | lm loss: 3.445511E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.510 | TFLOPs: 31.67 |
7:  iteration    10280/   37905 | consumed samples:      2631680 | consumed tokens:   5389680640 | elapsed time per iteration (s): 0.38 | learning rate: 1.708E-04 | global batch size:   256 | lm loss: 3.445287E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.505 | TFLOPs: 31.30 |
7:  iteration    10290/   37905 | consumed samples:      2634240 | consumed tokens:   5394923520 | elapsed time per iteration (s): 0.37 | learning rate: 1.708E-04 | global batch size:   256 | lm loss: 3.426676E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.001 | TFLOPs: 32.11 |
7:  iteration    10300/   37905 | consumed samples:      2636800 | consumed tokens:   5400166400 | elapsed time per iteration (s): 0.38 | learning rate: 1.707E-04 | global batch size:   256 | lm loss: 3.435313E+00 | grad norm: 0.332 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.607 | TFLOPs: 31.77 |
7:  iteration    10310/   37905 | consumed samples:      2639360 | consumed tokens:   5405409280 | elapsed time per iteration (s): 0.44 | learning rate: 1.706E-04 | global batch size:   256 | lm loss: 3.438261E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 578.999 | TFLOPs: 27.03 |
7:  iteration    10320/   37905 | consumed samples:      2641920 | consumed tokens:   5410652160 | elapsed time per iteration (s): 0.37 | learning rate: 1.706E-04 | global batch size:   256 | lm loss: 3.450105E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.914 | TFLOPs: 32.25 |
7:  iteration    10330/   37905 | consumed samples:      2644480 | consumed tokens:   5415895040 | elapsed time per iteration (s): 0.37 | learning rate: 1.705E-04 | global batch size:   256 | lm loss: 3.442595E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.634 | TFLOPs: 32.28 |
7:  iteration    10340/   37905 | consumed samples:      2647040 | consumed tokens:   5421137920 | elapsed time per iteration (s): 0.37 | learning rate: 1.705E-04 | global batch size:   256 | lm loss: 3.432894E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.260 | TFLOPs: 32.31 |
7:  iteration    10350/   37905 | consumed samples:      2649600 | consumed tokens:   5426380800 | elapsed time per iteration (s): 0.38 | learning rate: 1.704E-04 | global batch size:   256 | lm loss: 3.439299E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.096 | TFLOPs: 31.56 |
7:  iteration    10360/   37905 | consumed samples:      2652160 | consumed tokens:   5431623680 | elapsed time per iteration (s): 0.37 | learning rate: 1.704E-04 | global batch size:   256 | lm loss: 3.431864E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.224 | TFLOPs: 32.22 |
7:  iteration    10370/   37905 | consumed samples:      2654720 | consumed tokens:   5436866560 | elapsed time per iteration (s): 0.37 | learning rate: 1.703E-04 | global batch size:   256 | lm loss: 3.439614E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.796 | TFLOPs: 32.29 |
7:  iteration    10380/   37905 | consumed samples:      2657280 | consumed tokens:   5442109440 | elapsed time per iteration (s): 0.41 | learning rate: 1.703E-04 | global batch size:   256 | lm loss: 3.455253E+00 | grad norm: 0.368 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 619.432 | TFLOPs: 28.91 |
7:  iteration    10390/   37905 | consumed samples:      2659840 | consumed tokens:   5447352320 | elapsed time per iteration (s): 0.40 | learning rate: 1.702E-04 | global batch size:   256 | lm loss: 3.437119E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 644.457 | TFLOPs: 30.08 |
7:  iteration    10400/   37905 | consumed samples:      2662400 | consumed tokens:   5452595200 | elapsed time per iteration (s): 0.37 | learning rate: 1.701E-04 | global batch size:   256 | lm loss: 3.440084E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.835 | TFLOPs: 32.29 |
7:  iteration    10410/   37905 | consumed samples:      2664960 | consumed tokens:   5457838080 | elapsed time per iteration (s): 0.40 | learning rate: 1.701E-04 | global batch size:   256 | lm loss: 3.435315E+00 | grad norm: 0.363 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 640.863 | TFLOPs: 29.91 |
7:  iteration    10420/   37905 | consumed samples:      2667520 | consumed tokens:   5463080960 | elapsed time per iteration (s): 0.38 | learning rate: 1.700E-04 | global batch size:   256 | lm loss: 3.445898E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.555 | TFLOPs: 31.58 |
7:  iteration    10430/   37905 | consumed samples:      2670080 | consumed tokens:   5468323840 | elapsed time per iteration (s): 0.38 | learning rate: 1.700E-04 | global batch size:   256 | lm loss: 3.434721E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.716 | TFLOPs: 31.73 |
7:  iteration    10440/   37905 | consumed samples:      2672640 | consumed tokens:   5473566720 | elapsed time per iteration (s): 0.38 | learning rate: 1.699E-04 | global batch size:   256 | lm loss: 3.441388E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.501 | TFLOPs: 31.76 |
7:  iteration    10450/   37905 | consumed samples:      2675200 | consumed tokens:   5478809600 | elapsed time per iteration (s): 0.39 | learning rate: 1.699E-04 | global batch size:   256 | lm loss: 3.447763E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.351 | TFLOPs: 30.87 |
7:  iteration    10460/   37905 | consumed samples:      2677760 | consumed tokens:   5484052480 | elapsed time per iteration (s): 0.43 | learning rate: 1.698E-04 | global batch size:   256 | lm loss: 3.436811E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 591.837 | TFLOPs: 27.62 |
7:  iteration    10470/   37905 | consumed samples:      2680320 | consumed tokens:   5489295360 | elapsed time per iteration (s): 0.39 | learning rate: 1.697E-04 | global batch size:   256 | lm loss: 3.444044E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.342 | TFLOPs: 30.82 |
7:  iteration    10480/   37905 | consumed samples:      2682880 | consumed tokens:   5494538240 | elapsed time per iteration (s): 0.38 | learning rate: 1.697E-04 | global batch size:   256 | lm loss: 3.431857E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.979 | TFLOPs: 31.83 |
7:  iteration    10490/   37905 | consumed samples:      2685440 | consumed tokens:   5499781120 | elapsed time per iteration (s): 0.38 | learning rate: 1.696E-04 | global batch size:   256 | lm loss: 3.450134E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.274 | TFLOPs: 31.38 |
7:  iteration    10500/   37905 | consumed samples:      2688000 | consumed tokens:   5505024000 | elapsed time per iteration (s): 0.38 | learning rate: 1.696E-04 | global batch size:   256 | lm loss: 3.437212E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.295 | TFLOPs: 31.33 |
7:  iteration    10510/   37905 | consumed samples:      2690560 | consumed tokens:   5510266880 | elapsed time per iteration (s): 0.37 | learning rate: 1.695E-04 | global batch size:   256 | lm loss: 3.431588E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.794 | TFLOPs: 32.01 |
7:  iteration    10520/   37905 | consumed samples:      2693120 | consumed tokens:   5515509760 | elapsed time per iteration (s): 0.38 | learning rate: 1.695E-04 | global batch size:   256 | lm loss: 3.451551E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.558 | TFLOPs: 31.72 |
7:  iteration    10530/   37905 | consumed samples:      2695680 | consumed tokens:   5520752640 | elapsed time per iteration (s): 0.38 | learning rate: 1.694E-04 | global batch size:   256 | lm loss: 3.424748E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.026 | TFLOPs: 31.27 |
7:  iteration    10540/   37905 | consumed samples:      2698240 | consumed tokens:   5525995520 | elapsed time per iteration (s): 0.38 | learning rate: 1.694E-04 | global batch size:   256 | lm loss: 3.440459E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.323 | TFLOPs: 31.43 |
7:  iteration    10550/   37905 | consumed samples:      2700800 | consumed tokens:   5531238400 | elapsed time per iteration (s): 0.38 | learning rate: 1.693E-04 | global batch size:   256 | lm loss: 3.428683E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.899 | TFLOPs: 31.78 |
7:  iteration    10560/   37905 | consumed samples:      2703360 | consumed tokens:   5536481280 | elapsed time per iteration (s): 0.38 | learning rate: 1.692E-04 | global batch size:   256 | lm loss: 3.447039E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.488 | TFLOPs: 31.81 |
7:  iteration    10570/   37905 | consumed samples:      2705920 | consumed tokens:   5541724160 | elapsed time per iteration (s): 0.39 | learning rate: 1.692E-04 | global batch size:   256 | lm loss: 3.430705E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.423 | TFLOPs: 30.97 |
7:  iteration    10580/   37905 | consumed samples:      2708480 | consumed tokens:   5546967040 | elapsed time per iteration (s): 0.38 | learning rate: 1.691E-04 | global batch size:   256 | lm loss: 3.437714E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 668.270 | TFLOPs: 31.19 |
7:  iteration    10590/   37905 | consumed samples:      2711040 | consumed tokens:   5552209920 | elapsed time per iteration (s): 0.38 | learning rate: 1.691E-04 | global batch size:   256 | lm loss: 3.439263E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.726 | TFLOPs: 31.07 |
7:  iteration    10600/   37905 | consumed samples:      2713600 | consumed tokens:   5557452800 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size:   256 | lm loss: 3.452241E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.489 | TFLOPs: 32.28 |
7:  iteration    10610/   37905 | consumed samples:      2716160 | consumed tokens:   5562695680 | elapsed time per iteration (s): 0.37 | learning rate: 1.690E-04 | global batch size:   256 | lm loss: 3.423823E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.383 | TFLOPs: 31.90 |
7:  iteration    10620/   37905 | consumed samples:      2718720 | consumed tokens:   5567938560 | elapsed time per iteration (s): 0.38 | learning rate: 1.689E-04 | global batch size:   256 | lm loss: 3.434588E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.603 | TFLOPs: 31.63 |
7:  iteration    10630/   37905 | consumed samples:      2721280 | consumed tokens:   5573181440 | elapsed time per iteration (s): 0.37 | learning rate: 1.688E-04 | global batch size:   256 | lm loss: 3.435546E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.901 | TFLOPs: 31.88 |
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7:  iteration    10910/   37905 | consumed samples:      2792960 | consumed tokens:   5719982080 | elapsed time per iteration (s): 0.39 | learning rate: 1.672E-04 | global batch size:   256 | lm loss: 3.429631E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.154 | TFLOPs: 30.86 |
7:  iteration    10920/   37905 | consumed samples:      2795520 | consumed tokens:   5725224960 | elapsed time per iteration (s): 0.38 | learning rate: 1.672E-04 | global batch size:   256 | lm loss: 3.431992E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.875 | TFLOPs: 31.69 |
7:  iteration    10930/   37905 | consumed samples:      2798080 | consumed tokens:   5730467840 | elapsed time per iteration (s): 0.37 | learning rate: 1.671E-04 | global batch size:   256 | lm loss: 3.420942E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.235 | TFLOPs: 32.08 |
7:  iteration    10940/   37905 | consumed samples:      2800640 | consumed tokens:   5735710720 | elapsed time per iteration (s): 0.38 | learning rate: 1.671E-04 | global batch size:   256 | lm loss: 3.417920E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.890 | TFLOPs: 31.50 |
7:  iteration    10950/   37905 | consumed samples:      2803200 | consumed tokens:   5740953600 | elapsed time per iteration (s): 0.38 | learning rate: 1.670E-04 | global batch size:   256 | lm loss: 3.426481E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.484 | TFLOPs: 31.67 |
7:  iteration    10960/   37905 | consumed samples:      2805760 | consumed tokens:   5746196480 | elapsed time per iteration (s): 0.38 | learning rate: 1.669E-04 | global batch size:   256 | lm loss: 3.424326E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.038 | TFLOPs: 31.79 |
7:  iteration    10970/   37905 | consumed samples:      2808320 | consumed tokens:   5751439360 | elapsed time per iteration (s): 0.38 | learning rate: 1.669E-04 | global batch size:   256 | lm loss: 3.417160E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.411 | TFLOPs: 31.53 |
7:  iteration    10980/   37905 | consumed samples:      2810880 | consumed tokens:   5756682240 | elapsed time per iteration (s): 0.39 | learning rate: 1.668E-04 | global batch size:   256 | lm loss: 3.428198E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 651.567 | TFLOPs: 30.41 |
7:  iteration    10990/   37905 | consumed samples:      2813440 | consumed tokens:   5761925120 | elapsed time per iteration (s): 0.38 | learning rate: 1.668E-04 | global batch size:   256 | lm loss: 3.419523E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.507 | TFLOPs: 31.76 |
7:  iteration    11000/   37905 | consumed samples:      2816000 | consumed tokens:   5767168000 | elapsed time per iteration (s): 0.38 | learning rate: 1.667E-04 | global batch size:   256 | lm loss: 3.413452E+00 | grad norm: 0.342 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.321 | TFLOPs: 31.52 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 11000 | lm loss value: 3.806580E+00 | lm loss PPL: 4.499629E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   11000 to checkpoints_146m20b100m
0: [2023-03-14 12:57:53,609] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step11000 is begin to save!
0: [2023-03-14 12:57:53,617] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,739] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_04-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,770] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,894] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,925] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,956] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/layer_19-model_00-model_states.pt...
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0: [2023-03-14 12:57:53,957] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step11000/mp_rank_00_model_states.pt
0: [2023-03-14 12:57:53,957] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/mp_rank_00_model_states.pt...
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0: [2023-03-14 12:57:53,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:57:53,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 12:57:53,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:57:53,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 12:57:53,979] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
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0: [2023-03-14 12:57:54,022] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
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2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
2: [2023-03-14 12:57:54,054] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,055] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step11000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
7: [2023-03-14 12:57:54,056] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step11000 is ready now!
0:   successfully saved checkpoint at iteration   11000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 470.68
7:  iteration    11010/   37905 | consumed samples:      2818560 | consumed tokens:   5772410880 | elapsed time per iteration (s): 0.43 | learning rate: 1.666E-04 | global batch size:   256 | lm loss: 3.424404E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 589.748 | TFLOPs: 27.53 |
7:  iteration    11020/   37905 | consumed samples:      2821120 | consumed tokens:   5777653760 | elapsed time per iteration (s): 0.39 | learning rate: 1.666E-04 | global batch size:   256 | lm loss: 3.429495E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.605 | TFLOPs: 30.88 |
7:  iteration    11030/   37905 | consumed samples:      2823680 | consumed tokens:   5782896640 | elapsed time per iteration (s): 0.38 | learning rate: 1.665E-04 | global batch size:   256 | lm loss: 3.412038E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.114 | TFLOPs: 31.61 |
7:  iteration    11040/   37905 | consumed samples:      2826240 | consumed tokens:   5788139520 | elapsed time per iteration (s): 0.38 | learning rate: 1.665E-04 | global batch size:   256 | lm loss: 3.406171E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.366 | TFLOPs: 31.48 |
7:  iteration    11050/   37905 | consumed samples:      2828800 | consumed tokens:   5793382400 | elapsed time per iteration (s): 0.37 | learning rate: 1.664E-04 | global batch size:   256 | lm loss: 3.437105E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.645 | TFLOPs: 31.96 |
7:  iteration    11060/   37905 | consumed samples:      2831360 | consumed tokens:   5798625280 | elapsed time per iteration (s): 0.39 | learning rate: 1.664E-04 | global batch size:   256 | lm loss: 3.429105E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 662.617 | TFLOPs: 30.93 |
7:  iteration    11070/   37905 | consumed samples:      2833920 | consumed tokens:   5803868160 | elapsed time per iteration (s): 0.39 | learning rate: 1.663E-04 | global batch size:   256 | lm loss: 3.415373E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.808 | TFLOPs: 30.89 |
7:  iteration    11080/   37905 | consumed samples:      2836480 | consumed tokens:   5809111040 | elapsed time per iteration (s): 0.37 | learning rate: 1.662E-04 | global batch size:   256 | lm loss: 3.415881E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.943 | TFLOPs: 32.06 |
7:  iteration    11090/   37905 | consumed samples:      2839040 | consumed tokens:   5814353920 | elapsed time per iteration (s): 0.38 | learning rate: 1.662E-04 | global batch size:   256 | lm loss: 3.410790E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.008 | TFLOPs: 31.74 |
7:  iteration    11100/   37905 | consumed samples:      2841600 | consumed tokens:   5819596800 | elapsed time per iteration (s): 0.37 | learning rate: 1.661E-04 | global batch size:   256 | lm loss: 3.400229E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.135 | TFLOPs: 31.98 |
7:  iteration    11110/   37905 | consumed samples:      2844160 | consumed tokens:   5824839680 | elapsed time per iteration (s): 0.38 | learning rate: 1.661E-04 | global batch size:   256 | lm loss: 3.409370E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.214 | TFLOPs: 31.84 |
7:  iteration    11120/   37905 | consumed samples:      2846720 | consumed tokens:   5830082560 | elapsed time per iteration (s): 0.37 | learning rate: 1.660E-04 | global batch size:   256 | lm loss: 3.425916E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.322 | TFLOPs: 32.04 |
7:  iteration    11130/   37905 | consumed samples:      2849280 | consumed tokens:   5835325440 | elapsed time per iteration (s): 0.37 | learning rate: 1.659E-04 | global batch size:   256 | lm loss: 3.432179E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.919 | TFLOPs: 32.30 |
7:  iteration    11140/   37905 | consumed samples:      2851840 | consumed tokens:   5840568320 | elapsed time per iteration (s): 0.38 | learning rate: 1.659E-04 | global batch size:   256 | lm loss: 3.413467E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.195 | TFLOPs: 31.24 |
7:  iteration    11150/   37905 | consumed samples:      2854400 | consumed tokens:   5845811200 | elapsed time per iteration (s): 0.38 | learning rate: 1.658E-04 | global batch size:   256 | lm loss: 3.425434E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.994 | TFLOPs: 31.51 |
7:  iteration    11160/   37905 | consumed samples:      2856960 | consumed tokens:   5851054080 | elapsed time per iteration (s): 0.37 | learning rate: 1.658E-04 | global batch size:   256 | lm loss: 3.408572E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.273 | TFLOPs: 32.03 |
7:  iteration    11170/   37905 | consumed samples:      2859520 | consumed tokens:   5856296960 | elapsed time per iteration (s): 0.38 | learning rate: 1.657E-04 | global batch size:   256 | lm loss: 3.415084E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.004 | TFLOPs: 31.55 |
7:  iteration    11180/   37905 | consumed samples:      2862080 | consumed tokens:   5861539840 | elapsed time per iteration (s): 0.38 | learning rate: 1.656E-04 | global batch size:   256 | lm loss: 3.418424E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.863 | TFLOPs: 31.59 |
7:  iteration    11190/   37905 | consumed samples:      2864640 | consumed tokens:   5866782720 | elapsed time per iteration (s): 0.38 | learning rate: 1.656E-04 | global batch size:   256 | lm loss: 3.423816E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.400 | TFLOPs: 31.06 |
7:  iteration    11200/   37905 | consumed samples:      2867200 | consumed tokens:   5872025600 | elapsed time per iteration (s): 0.37 | learning rate: 1.655E-04 | global batch size:   256 | lm loss: 3.419109E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.252 | TFLOPs: 32.17 |
7:  iteration    11210/   37905 | consumed samples:      2869760 | consumed tokens:   5877268480 | elapsed time per iteration (s): 0.38 | learning rate: 1.655E-04 | global batch size:   256 | lm loss: 3.418090E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.017 | TFLOPs: 31.60 |
7:  iteration    11220/   37905 | consumed samples:      2872320 | consumed tokens:   5882511360 | elapsed time per iteration (s): 0.38 | learning rate: 1.654E-04 | global batch size:   256 | lm loss: 3.387755E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.121 | TFLOPs: 31.14 |
7:  iteration    11230/   37905 | consumed samples:      2874880 | consumed tokens:   5887754240 | elapsed time per iteration (s): 0.37 | learning rate: 1.653E-04 | global batch size:   256 | lm loss: 3.411540E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.229 | TFLOPs: 32.12 |
7:  iteration    11240/   37905 | consumed samples:      2877440 | consumed tokens:   5892997120 | elapsed time per iteration (s): 0.37 | learning rate: 1.653E-04 | global batch size:   256 | lm loss: 3.412964E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.366 | TFLOPs: 32.04 |
7:  iteration    11250/   37905 | consumed samples:      2880000 | consumed tokens:   5898240000 | elapsed time per iteration (s): 0.37 | learning rate: 1.652E-04 | global batch size:   256 | lm loss: 3.411150E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.518 | TFLOPs: 32.00 |
7:  iteration    11260/   37905 | consumed samples:      2882560 | consumed tokens:   5903482880 | elapsed time per iteration (s): 0.37 | learning rate: 1.652E-04 | global batch size:   256 | lm loss: 3.407718E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.428 | TFLOPs: 32.09 |
7:  iteration    11270/   37905 | consumed samples:      2885120 | consumed tokens:   5908725760 | elapsed time per iteration (s): 0.37 | learning rate: 1.651E-04 | global batch size:   256 | lm loss: 3.410293E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.669 | TFLOPs: 32.28 |
7:  iteration    11280/   37905 | consumed samples:      2887680 | consumed tokens:   5913968640 | elapsed time per iteration (s): 0.38 | learning rate: 1.651E-04 | global batch size:   256 | lm loss: 3.420636E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.047 | TFLOPs: 31.37 |
7:  iteration    11290/   37905 | consumed samples:      2890240 | consumed tokens:   5919211520 | elapsed time per iteration (s): 0.37 | learning rate: 1.650E-04 | global batch size:   256 | lm loss: 3.419899E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.967 | TFLOPs: 32.30 |
7:  iteration    11300/   37905 | consumed samples:      2892800 | consumed tokens:   5924454400 | elapsed time per iteration (s): 0.38 | learning rate: 1.649E-04 | global batch size:   256 | lm loss: 3.412629E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.880 | TFLOPs: 31.69 |
7:  iteration    11310/   37905 | consumed samples:      2895360 | consumed tokens:   5929697280 | elapsed time per iteration (s): 0.38 | learning rate: 1.649E-04 | global batch size:   256 | lm loss: 3.419214E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.863 | TFLOPs: 31.73 |
7:  iteration    11320/   37905 | consumed samples:      2897920 | consumed tokens:   5934940160 | elapsed time per iteration (s): 0.37 | learning rate: 1.648E-04 | global batch size:   256 | lm loss: 3.417051E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.297 | TFLOPs: 32.03 |
7:  iteration    11330/   37905 | consumed samples:      2900480 | consumed tokens:   5940183040 | elapsed time per iteration (s): 0.38 | learning rate: 1.648E-04 | global batch size:   256 | lm loss: 3.415467E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.374 | TFLOPs: 31.66 |
7:  iteration    11340/   37905 | consumed samples:      2903040 | consumed tokens:   5945425920 | elapsed time per iteration (s): 0.38 | learning rate: 1.647E-04 | global batch size:   256 | lm loss: 3.410702E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.271 | TFLOPs: 31.66 |
7:  iteration    11350/   37905 | consumed samples:      2905600 | consumed tokens:   5950668800 | elapsed time per iteration (s): 0.39 | learning rate: 1.646E-04 | global batch size:   256 | lm loss: 3.403407E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.638 | TFLOPs: 30.98 |
7:  iteration    11360/   37905 | consumed samples:      2908160 | consumed tokens:   5955911680 | elapsed time per iteration (s): 0.38 | learning rate: 1.646E-04 | global batch size:   256 | lm loss: 3.401962E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.376 | TFLOPs: 31.80 |
7:  iteration    11370/   37905 | consumed samples:      2910720 | consumed tokens:   5961154560 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size:   256 | lm loss: 3.398826E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.482 | TFLOPs: 32.32 |
7:  iteration    11380/   37905 | consumed samples:      2913280 | consumed tokens:   5966397440 | elapsed time per iteration (s): 0.37 | learning rate: 1.645E-04 | global batch size:   256 | lm loss: 3.407315E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.432 | TFLOPs: 32.32 |
7:  iteration    11390/   37905 | consumed samples:      2915840 | consumed tokens:   5971640320 | elapsed time per iteration (s): 0.38 | learning rate: 1.644E-04 | global batch size:   256 | lm loss: 3.412037E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.516 | TFLOPs: 31.48 |
7:  iteration    11400/   37905 | consumed samples:      2918400 | consumed tokens:   5976883200 | elapsed time per iteration (s): 0.38 | learning rate: 1.643E-04 | global batch size:   256 | lm loss: 3.409560E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.498 | TFLOPs: 31.76 |
7:  iteration    11410/   37905 | consumed samples:      2920960 | consumed tokens:   5982126080 | elapsed time per iteration (s): 0.38 | learning rate: 1.643E-04 | global batch size:   256 | lm loss: 3.411095E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.691 | TFLOPs: 31.82 |
7:  iteration    11420/   37905 | consumed samples:      2923520 | consumed tokens:   5987368960 | elapsed time per iteration (s): 0.38 | learning rate: 1.642E-04 | global batch size:   256 | lm loss: 3.408927E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.610 | TFLOPs: 31.44 |
7:  iteration    11430/   37905 | consumed samples:      2926080 | consumed tokens:   5992611840 | elapsed time per iteration (s): 0.37 | learning rate: 1.642E-04 | global batch size:   256 | lm loss: 3.394290E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.962 | TFLOPs: 32.06 |
7:  iteration    11440/   37905 | consumed samples:      2928640 | consumed tokens:   5997854720 | elapsed time per iteration (s): 0.38 | learning rate: 1.641E-04 | global batch size:   256 | lm loss: 3.414656E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.758 | TFLOPs: 31.31 |
7:  iteration    11450/   37905 | consumed samples:      2931200 | consumed tokens:   6003097600 | elapsed time per iteration (s): 0.37 | learning rate: 1.640E-04 | global batch size:   256 | lm loss: 3.414036E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.781 | TFLOPs: 31.96 |
7:  iteration    11460/   37905 | consumed samples:      2933760 | consumed tokens:   6008340480 | elapsed time per iteration (s): 0.39 | learning rate: 1.640E-04 | global batch size:   256 | lm loss: 3.406192E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.587 | TFLOPs: 30.97 |
7:  iteration    11470/   37905 | consumed samples:      2936320 | consumed tokens:   6013583360 | elapsed time per iteration (s): 0.37 | learning rate: 1.639E-04 | global batch size:   256 | lm loss: 3.406211E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.965 | TFLOPs: 32.02 |
7:  iteration    11480/   37905 | consumed samples:      2938880 | consumed tokens:   6018826240 | elapsed time per iteration (s): 0.38 | learning rate: 1.639E-04 | global batch size:   256 | lm loss: 3.409203E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.947 | TFLOPs: 31.36 |
7:  iteration    11490/   37905 | consumed samples:      2941440 | consumed tokens:   6024069120 | elapsed time per iteration (s): 0.38 | learning rate: 1.638E-04 | global batch size:   256 | lm loss: 3.409174E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.390 | TFLOPs: 31.80 |
7:  iteration    11500/   37905 | consumed samples:      2944000 | consumed tokens:   6029312000 | elapsed time per iteration (s): 0.37 | learning rate: 1.637E-04 | global batch size:   256 | lm loss: 3.405917E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.884 | TFLOPs: 32.11 |
7:  iteration    11510/   37905 | consumed samples:      2946560 | consumed tokens:   6034554880 | elapsed time per iteration (s): 0.38 | learning rate: 1.637E-04 | global batch size:   256 | lm loss: 3.414083E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.581 | TFLOPs: 31.72 |
7:  iteration    11520/   37905 | consumed samples:      2949120 | consumed tokens:   6039797760 | elapsed time per iteration (s): 0.38 | learning rate: 1.636E-04 | global batch size:   256 | lm loss: 3.418173E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.533 | TFLOPs: 31.48 |
7:  iteration    11530/   37905 | consumed samples:      2951680 | consumed tokens:   6045040640 | elapsed time per iteration (s): 0.37 | learning rate: 1.635E-04 | global batch size:   256 | lm loss: 3.398212E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.831 | TFLOPs: 31.92 |
7:  iteration    11540/   37905 | consumed samples:      2954240 | consumed tokens:   6050283520 | elapsed time per iteration (s): 0.38 | learning rate: 1.635E-04 | global batch size:   256 | lm loss: 3.413359E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.008 | TFLOPs: 31.37 |
7:  iteration    11550/   37905 | consumed samples:      2956800 | consumed tokens:   6055526400 | elapsed time per iteration (s): 0.38 | learning rate: 1.634E-04 | global batch size:   256 | lm loss: 3.414523E+00 | grad norm: 0.339 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.974 | TFLOPs: 31.32 |
7:  iteration    11560/   37905 | consumed samples:      2959360 | consumed tokens:   6060769280 | elapsed time per iteration (s): 0.37 | learning rate: 1.634E-04 | global batch size:   256 | lm loss: 3.422287E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.104 | TFLOPs: 32.12 |
7:  iteration    11570/   37905 | consumed samples:      2961920 | consumed tokens:   6066012160 | elapsed time per iteration (s): 0.38 | learning rate: 1.633E-04 | global batch size:   256 | lm loss: 3.418912E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.690 | TFLOPs: 31.40 |
7:  iteration    11580/   37905 | consumed samples:      2964480 | consumed tokens:   6071255040 | elapsed time per iteration (s): 0.37 | learning rate: 1.632E-04 | global batch size:   256 | lm loss: 3.408537E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.225 | TFLOPs: 31.89 |
7:  iteration    11590/   37905 | consumed samples:      2967040 | consumed tokens:   6076497920 | elapsed time per iteration (s): 0.38 | learning rate: 1.632E-04 | global batch size:   256 | lm loss: 3.411763E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.332 | TFLOPs: 31.34 |
7:  iteration    11600/   37905 | consumed samples:      2969600 | consumed tokens:   6081740800 | elapsed time per iteration (s): 0.38 | learning rate: 1.631E-04 | global batch size:   256 | lm loss: 3.405914E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.067 | TFLOPs: 31.74 |
7:  iteration    11610/   37905 | consumed samples:      2972160 | consumed tokens:   6086983680 | elapsed time per iteration (s): 0.38 | learning rate: 1.631E-04 | global batch size:   256 | lm loss: 3.416456E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.576 | TFLOPs: 31.81 |
7:  iteration    11620/   37905 | consumed samples:      2974720 | consumed tokens:   6092226560 | elapsed time per iteration (s): 0.37 | learning rate: 1.630E-04 | global batch size:   256 | lm loss: 3.420019E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.600 | TFLOPs: 31.95 |
7:  iteration    11630/   37905 | consumed samples:      2977280 | consumed tokens:   6097469440 | elapsed time per iteration (s): 0.37 | learning rate: 1.629E-04 | global batch size:   256 | lm loss: 3.398279E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.039 | TFLOPs: 32.12 |
7:  iteration    11640/   37905 | consumed samples:      2979840 | consumed tokens:   6102712320 | elapsed time per iteration (s): 0.38 | learning rate: 1.629E-04 | global batch size:   256 | lm loss: 3.409276E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.284 | TFLOPs: 31.75 |
7:  iteration    11650/   37905 | consumed samples:      2982400 | consumed tokens:   6107955200 | elapsed time per iteration (s): 0.37 | learning rate: 1.628E-04 | global batch size:   256 | lm loss: 3.410501E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.006 | TFLOPs: 32.02 |
7:  iteration    11660/   37905 | consumed samples:      2984960 | consumed tokens:   6113198080 | elapsed time per iteration (s): 0.37 | learning rate: 1.628E-04 | global batch size:   256 | lm loss: 3.391056E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.881 | TFLOPs: 31.97 |
7:  iteration    11670/   37905 | consumed samples:      2987520 | consumed tokens:   6118440960 | elapsed time per iteration (s): 0.37 | learning rate: 1.627E-04 | global batch size:   256 | lm loss: 3.400961E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.805 | TFLOPs: 31.87 |
7:  iteration    11680/   37905 | consumed samples:      2990080 | consumed tokens:   6123683840 | elapsed time per iteration (s): 0.38 | learning rate: 1.626E-04 | global batch size:   256 | lm loss: 3.418222E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.642 | TFLOPs: 31.44 |
7:  iteration    11690/   37905 | consumed samples:      2992640 | consumed tokens:   6128926720 | elapsed time per iteration (s): 0.38 | learning rate: 1.626E-04 | global batch size:   256 | lm loss: 3.410445E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.211 | TFLOPs: 31.84 |
7:  iteration    11700/   37905 | consumed samples:      2995200 | consumed tokens:   6134169600 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size:   256 | lm loss: 3.392376E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.864 | TFLOPs: 31.97 |
7:  iteration    11710/   37905 | consumed samples:      2997760 | consumed tokens:   6139412480 | elapsed time per iteration (s): 0.37 | learning rate: 1.625E-04 | global batch size:   256 | lm loss: 3.400000E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.400 | TFLOPs: 32.27 |
7:  iteration    11720/   37905 | consumed samples:      3000320 | consumed tokens:   6144655360 | elapsed time per iteration (s): 0.37 | learning rate: 1.624E-04 | global batch size:   256 | lm loss: 3.402889E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.321 | TFLOPs: 31.99 |
7:  iteration    11730/   37905 | consumed samples:      3002880 | consumed tokens:   6149898240 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size:   256 | lm loss: 3.392668E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.009 | TFLOPs: 32.07 |
7:  iteration    11740/   37905 | consumed samples:      3005440 | consumed tokens:   6155141120 | elapsed time per iteration (s): 0.37 | learning rate: 1.623E-04 | global batch size:   256 | lm loss: 3.401618E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.131 | TFLOPs: 32.31 |
7:  iteration    11750/   37905 | consumed samples:      3008000 | consumed tokens:   6160384000 | elapsed time per iteration (s): 0.38 | learning rate: 1.622E-04 | global batch size:   256 | lm loss: 3.416825E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.490 | TFLOPs: 31.76 |
7:  iteration    11760/   37905 | consumed samples:      3010560 | consumed tokens:   6165626880 | elapsed time per iteration (s): 0.38 | learning rate: 1.621E-04 | global batch size:   256 | lm loss: 3.413098E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.919 | TFLOPs: 31.27 |
7:  iteration    11770/   37905 | consumed samples:      3013120 | consumed tokens:   6170869760 | elapsed time per iteration (s): 0.37 | learning rate: 1.621E-04 | global batch size:   256 | lm loss: 3.409441E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.224 | TFLOPs: 32.03 |
7:  iteration    11780/   37905 | consumed samples:      3015680 | consumed tokens:   6176112640 | elapsed time per iteration (s): 0.39 | learning rate: 1.620E-04 | global batch size:   256 | lm loss: 3.401955E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.659 | TFLOPs: 30.98 |
7:  iteration    11790/   37905 | consumed samples:      3018240 | consumed tokens:   6181355520 | elapsed time per iteration (s): 0.38 | learning rate: 1.620E-04 | global batch size:   256 | lm loss: 3.407225E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.333 | TFLOPs: 31.29 |
7:  iteration    11800/   37905 | consumed samples:      3020800 | consumed tokens:   6186598400 | elapsed time per iteration (s): 0.38 | learning rate: 1.619E-04 | global batch size:   256 | lm loss: 3.401534E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.136 | TFLOPs: 31.70 |
7:  iteration    11810/   37905 | consumed samples:      3023360 | consumed tokens:   6191841280 | elapsed time per iteration (s): 0.38 | learning rate: 1.618E-04 | global batch size:   256 | lm loss: 3.419483E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.937 | TFLOPs: 31.46 |
7:  iteration    11820/   37905 | consumed samples:      3025920 | consumed tokens:   6197084160 | elapsed time per iteration (s): 0.37 | learning rate: 1.618E-04 | global batch size:   256 | lm loss: 3.409435E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.156 | TFLOPs: 32.07 |
7:  iteration    11830/   37905 | consumed samples:      3028480 | consumed tokens:   6202327040 | elapsed time per iteration (s): 0.38 | learning rate: 1.617E-04 | global batch size:   256 | lm loss: 3.403915E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.736 | TFLOPs: 31.77 |
7:  iteration    11840/   37905 | consumed samples:      3031040 | consumed tokens:   6207569920 | elapsed time per iteration (s): 0.37 | learning rate: 1.617E-04 | global batch size:   256 | lm loss: 3.405573E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.210 | TFLOPs: 32.12 |
7:  iteration    11850/   37905 | consumed samples:      3033600 | consumed tokens:   6212812800 | elapsed time per iteration (s): 0.38 | learning rate: 1.616E-04 | global batch size:   256 | lm loss: 3.386244E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.709 | TFLOPs: 31.77 |
7:  iteration    11860/   37905 | consumed samples:      3036160 | consumed tokens:   6218055680 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size:   256 | lm loss: 3.405585E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.912 | TFLOPs: 32.06 |
7:  iteration    11870/   37905 | consumed samples:      3038720 | consumed tokens:   6223298560 | elapsed time per iteration (s): 0.37 | learning rate: 1.615E-04 | global batch size:   256 | lm loss: 3.412877E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.069 | TFLOPs: 32.12 |
7:  iteration    11880/   37905 | consumed samples:      3041280 | consumed tokens:   6228541440 | elapsed time per iteration (s): 0.38 | learning rate: 1.614E-04 | global batch size:   256 | lm loss: 3.392638E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.399 | TFLOPs: 31.76 |
7:  iteration    11890/   37905 | consumed samples:      3043840 | consumed tokens:   6233784320 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size:   256 | lm loss: 3.408572E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.770 | TFLOPs: 31.96 |
7:  iteration    11900/   37905 | consumed samples:      3046400 | consumed tokens:   6239027200 | elapsed time per iteration (s): 0.37 | learning rate: 1.613E-04 | global batch size:   256 | lm loss: 3.409928E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.947 | TFLOPs: 31.97 |
7:  iteration    11910/   37905 | consumed samples:      3048960 | consumed tokens:   6244270080 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size:   256 | lm loss: 3.392828E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.465 | TFLOPs: 32.28 |
7:  iteration    11920/   37905 | consumed samples:      3051520 | consumed tokens:   6249512960 | elapsed time per iteration (s): 0.37 | learning rate: 1.612E-04 | global batch size:   256 | lm loss: 3.402080E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.717 | TFLOPs: 32.01 |
7:  iteration    11930/   37905 | consumed samples:      3054080 | consumed tokens:   6254755840 | elapsed time per iteration (s): 0.37 | learning rate: 1.611E-04 | global batch size:   256 | lm loss: 3.403355E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.065 | TFLOPs: 32.12 |
7:  iteration    11940/   37905 | consumed samples:      3056640 | consumed tokens:   6259998720 | elapsed time per iteration (s): 0.37 | learning rate: 1.610E-04 | global batch size:   256 | lm loss: 3.409032E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.177 | TFLOPs: 32.31 |
7:  iteration    11950/   37905 | consumed samples:      3059200 | consumed tokens:   6265241600 | elapsed time per iteration (s): 0.37 | learning rate: 1.610E-04 | global batch size:   256 | lm loss: 3.409599E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.613 | TFLOPs: 32.10 |
7:  iteration    11960/   37905 | consumed samples:      3061760 | consumed tokens:   6270484480 | elapsed time per iteration (s): 0.38 | learning rate: 1.609E-04 | global batch size:   256 | lm loss: 3.401067E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.213 | TFLOPs: 31.75 |
7:  iteration    11970/   37905 | consumed samples:      3064320 | consumed tokens:   6275727360 | elapsed time per iteration (s): 0.38 | learning rate: 1.608E-04 | global batch size:   256 | lm loss: 3.389684E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.845 | TFLOPs: 31.17 |
7:  iteration    11980/   37905 | consumed samples:      3066880 | consumed tokens:   6280970240 | elapsed time per iteration (s): 0.37 | learning rate: 1.608E-04 | global batch size:   256 | lm loss: 3.387688E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.032 | TFLOPs: 32.07 |
7:  iteration    11990/   37905 | consumed samples:      3069440 | consumed tokens:   6286213120 | elapsed time per iteration (s): 0.38 | learning rate: 1.607E-04 | global batch size:   256 | lm loss: 3.402611E+00 | grad norm: 0.350 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.354 | TFLOPs: 31.66 |
0: [2023-03-14 13:04:10,190] [INFO] [logging.py:68:log_dist] [Rank 0] step=12000, skipped=0, lr=[0.00016066300925507844, 0.00016066300925507844, 0.00016066300925507844], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    12000/   37905 | consumed samples:      3072000 | consumed tokens:   6291456000 | elapsed time per iteration (s): 0.37 | learning rate: 1.607E-04 | global batch size:   256 | lm loss: 3.405365E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.151 | TFLOPs: 32.26 |
0: steps: 12000 loss: 3.4128 iter time (s): 0.375 samples/sec: 682.434
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 12000 | lm loss value: 3.697797E+00 | lm loss PPL: 4.035830E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   12000 to checkpoints_146m20b100m
0: [2023-03-14 13:04:10,313] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step12000 is begin to save!
0: [2023-03-14 13:04:10,316] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:04:10,403] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/layer_01-model_00-model_states.pt.
0: [2023-03-14 13:04:10,404] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_03-model_00-model_states.pt...
0: [2023-03-14 13:04:10,420] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/layer_03-model_00-model_states.pt.
0: [2023-03-14 13:04:10,420] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_04-model_00-model_states.pt...
0: [2023-03-14 13:04:10,435] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/layer_04-model_00-model_states.pt.
0: [2023-03-14 13:04:10,435] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_05-model_00-model_states.pt...
0: [2023-03-14 13:04:10,450] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/layer_05-model_00-model_states.pt.
0: [2023-03-14 13:04:10,450] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_06-model_00-model_states.pt...
0: [2023-03-14 13:04:10,465] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/layer_06-model_00-model_states.pt.
0: [2023-03-14 13:04:10,465] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step12000/layer_07-model_00-model_states.pt...
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0: [2023-03-14 13:04:10,684] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:04:10,687] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:04:10,687] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 13:04:10,687] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
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6: [2023-03-14 13:04:10,688] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
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7: [2023-03-14 13:04:10,689] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 13:04:10,689] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
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0: [2023-03-14 13:04:10,695] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
7: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:04:10,695] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
4: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:04:10,695] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-14 13:04:10,696] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:04:10,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 13:04:10,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
6: [2023-03-14 13:04:10,698] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:04:10,698] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:04:10,698] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,691] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,694] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
1: [2023-03-14 13:04:10,691] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,692] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,692] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
2: [2023-03-14 13:04:10,697] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,692] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,692] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
2: [2023-03-14 13:04:10,697] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
1: [2023-03-14 13:04:10,692] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
2: [2023-03-14 13:04:10,697] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,695] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,695] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,696] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,696] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 13:04:10,696] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,696] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,696] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 13:04:10,696] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,699] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
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6: [2023-03-14 13:04:10,700] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:04:10,700] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 13:04:10,700] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
5: [2023-03-14 13:04:10,702] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:04:10,702] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 13:04:10,702] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
7: [2023-03-14 13:04:10,703] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:04:10,703] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 13:04:10,703] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
1: [2023-03-14 13:04:10,704] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:04:10,704] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 13:04:10,704] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0: [2023-03-14 13:04:10,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step12000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:04:10,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step12000 is ready now!
0:   successfully saved checkpoint at iteration   12000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 409.89
7:  iteration    12010/   37905 | consumed samples:      3074560 | consumed tokens:   6296698880 | elapsed time per iteration (s): 0.43 | learning rate: 1.606E-04 | global batch size:   256 | lm loss: 3.400349E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 598.508 | TFLOPs: 27.94 |
7:  iteration    12020/   37905 | consumed samples:      3077120 | consumed tokens:   6301941760 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size:   256 | lm loss: 3.406193E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.626 | TFLOPs: 32.10 |
7:  iteration    12030/   37905 | consumed samples:      3079680 | consumed tokens:   6307184640 | elapsed time per iteration (s): 0.37 | learning rate: 1.605E-04 | global batch size:   256 | lm loss: 3.398866E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.595 | TFLOPs: 32.00 |
7:  iteration    12040/   37905 | consumed samples:      3082240 | consumed tokens:   6312427520 | elapsed time per iteration (s): 0.37 | learning rate: 1.604E-04 | global batch size:   256 | lm loss: 3.395712E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.178 | TFLOPs: 32.31 |
7:  iteration    12050/   37905 | consumed samples:      3084800 | consumed tokens:   6317670400 | elapsed time per iteration (s): 0.38 | learning rate: 1.604E-04 | global batch size:   256 | lm loss: 3.399073E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.869 | TFLOPs: 31.64 |
7:  iteration    12060/   37905 | consumed samples:      3087360 | consumed tokens:   6322913280 | elapsed time per iteration (s): 0.38 | learning rate: 1.603E-04 | global batch size:   256 | lm loss: 3.396815E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.394 | TFLOPs: 31.62 |
7:  iteration    12070/   37905 | consumed samples:      3089920 | consumed tokens:   6328156160 | elapsed time per iteration (s): 0.38 | learning rate: 1.602E-04 | global batch size:   256 | lm loss: 3.385464E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.505 | TFLOPs: 31.81 |
7:  iteration    12080/   37905 | consumed samples:      3092480 | consumed tokens:   6333399040 | elapsed time per iteration (s): 0.37 | learning rate: 1.602E-04 | global batch size:   256 | lm loss: 3.395119E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.453 | TFLOPs: 31.99 |
7:  iteration    12090/   37905 | consumed samples:      3095040 | consumed tokens:   6338641920 | elapsed time per iteration (s): 0.37 | learning rate: 1.601E-04 | global batch size:   256 | lm loss: 3.391113E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.975 | TFLOPs: 32.11 |
7:  iteration    12100/   37905 | consumed samples:      3097600 | consumed tokens:   6343884800 | elapsed time per iteration (s): 0.37 | learning rate: 1.600E-04 | global batch size:   256 | lm loss: 3.398438E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.946 | TFLOPs: 31.97 |
7:  iteration    12110/   37905 | consumed samples:      3100160 | consumed tokens:   6349127680 | elapsed time per iteration (s): 0.40 | learning rate: 1.600E-04 | global batch size:   256 | lm loss: 3.394051E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 639.299 | TFLOPs: 29.84 |
7:  iteration    12120/   37905 | consumed samples:      3102720 | consumed tokens:   6354370560 | elapsed time per iteration (s): 0.37 | learning rate: 1.599E-04 | global batch size:   256 | lm loss: 3.392088E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.564 | TFLOPs: 32.05 |
7:  iteration    12130/   37905 | consumed samples:      3105280 | consumed tokens:   6359613440 | elapsed time per iteration (s): 0.37 | learning rate: 1.599E-04 | global batch size:   256 | lm loss: 3.398410E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.601 | TFLOPs: 31.95 |
7:  iteration    12140/   37905 | consumed samples:      3107840 | consumed tokens:   6364856320 | elapsed time per iteration (s): 0.37 | learning rate: 1.598E-04 | global batch size:   256 | lm loss: 3.399779E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.308 | TFLOPs: 32.22 |
7:  iteration    12150/   37905 | consumed samples:      3110400 | consumed tokens:   6370099200 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size:   256 | lm loss: 3.394987E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.745 | TFLOPs: 31.87 |
7:  iteration    12160/   37905 | consumed samples:      3112960 | consumed tokens:   6375342080 | elapsed time per iteration (s): 0.37 | learning rate: 1.597E-04 | global batch size:   256 | lm loss: 3.400576E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.353 | TFLOPs: 31.90 |
7:  iteration    12170/   37905 | consumed samples:      3115520 | consumed tokens:   6380584960 | elapsed time per iteration (s): 0.37 | learning rate: 1.596E-04 | global batch size:   256 | lm loss: 3.391469E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.417 | TFLOPs: 31.95 |
7:  iteration    12180/   37905 | consumed samples:      3118080 | consumed tokens:   6385827840 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size:   256 | lm loss: 3.389261E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.885 | TFLOPs: 32.29 |
7:  iteration    12190/   37905 | consumed samples:      3120640 | consumed tokens:   6391070720 | elapsed time per iteration (s): 0.37 | learning rate: 1.595E-04 | global batch size:   256 | lm loss: 3.398012E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.139 | TFLOPs: 32.07 |
7:  iteration    12200/   37905 | consumed samples:      3123200 | consumed tokens:   6396313600 | elapsed time per iteration (s): 0.37 | learning rate: 1.594E-04 | global batch size:   256 | lm loss: 3.402945E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.246 | TFLOPs: 32.31 |
7:  iteration    12210/   37905 | consumed samples:      3125760 | consumed tokens:   6401556480 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size:   256 | lm loss: 3.408122E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.375 | TFLOPs: 32.04 |
7:  iteration    12220/   37905 | consumed samples:      3128320 | consumed tokens:   6406799360 | elapsed time per iteration (s): 0.37 | learning rate: 1.593E-04 | global batch size:   256 | lm loss: 3.397132E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.326 | TFLOPs: 32.32 |
7:  iteration    12230/   37905 | consumed samples:      3130880 | consumed tokens:   6412042240 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size:   256 | lm loss: 3.382220E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.253 | TFLOPs: 31.89 |
7:  iteration    12240/   37905 | consumed samples:      3133440 | consumed tokens:   6417285120 | elapsed time per iteration (s): 0.37 | learning rate: 1.592E-04 | global batch size:   256 | lm loss: 3.382254E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.393 | TFLOPs: 32.04 |
7:  iteration    12250/   37905 | consumed samples:      3136000 | consumed tokens:   6422528000 | elapsed time per iteration (s): 0.37 | learning rate: 1.591E-04 | global batch size:   256 | lm loss: 3.387159E+00 | grad norm: 0.362 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.018 | TFLOPs: 32.30 |
7:  iteration    12260/   37905 | consumed samples:      3138560 | consumed tokens:   6427770880 | elapsed time per iteration (s): 0.37 | learning rate: 1.590E-04 | global batch size:   256 | lm loss: 3.397710E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.291 | TFLOPs: 32.03 |
7:  iteration    12270/   37905 | consumed samples:      3141120 | consumed tokens:   6433013760 | elapsed time per iteration (s): 0.37 | learning rate: 1.590E-04 | global batch size:   256 | lm loss: 3.396973E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.373 | TFLOPs: 32.04 |
7:  iteration    12280/   37905 | consumed samples:      3143680 | consumed tokens:   6438256640 | elapsed time per iteration (s): 0.37 | learning rate: 1.589E-04 | global batch size:   256 | lm loss: 3.402398E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.044 | TFLOPs: 32.07 |
7:  iteration    12290/   37905 | consumed samples:      3146240 | consumed tokens:   6443499520 | elapsed time per iteration (s): 0.37 | learning rate: 1.588E-04 | global batch size:   256 | lm loss: 3.393326E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.165 | TFLOPs: 32.03 |
7:  iteration    12300/   37905 | consumed samples:      3148800 | consumed tokens:   6448742400 | elapsed time per iteration (s): 0.37 | learning rate: 1.588E-04 | global batch size:   256 | lm loss: 3.396692E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.451 | TFLOPs: 31.99 |
7:  iteration    12310/   37905 | consumed samples:      3151360 | consumed tokens:   6453985280 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size:   256 | lm loss: 3.396392E+00 | grad norm: 0.354 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.771 | TFLOPs: 31.92 |
7:  iteration    12320/   37905 | consumed samples:      3153920 | consumed tokens:   6459228160 | elapsed time per iteration (s): 0.37 | learning rate: 1.587E-04 | global batch size:   256 | lm loss: 3.381517E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.937 | TFLOPs: 32.34 |
7:  iteration    12330/   37905 | consumed samples:      3156480 | consumed tokens:   6464471040 | elapsed time per iteration (s): 0.37 | learning rate: 1.586E-04 | global batch size:   256 | lm loss: 3.375642E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.917 | TFLOPs: 32.34 |
7:  iteration    12340/   37905 | consumed samples:      3159040 | consumed tokens:   6469713920 | elapsed time per iteration (s): 0.37 | learning rate: 1.585E-04 | global batch size:   256 | lm loss: 3.380332E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.309 | TFLOPs: 31.99 |
7:  iteration    12350/   37905 | consumed samples:      3161600 | consumed tokens:   6474956800 | elapsed time per iteration (s): 0.37 | learning rate: 1.585E-04 | global batch size:   256 | lm loss: 3.389968E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.751 | TFLOPs: 32.34 |
7:  iteration    12360/   37905 | consumed samples:      3164160 | consumed tokens:   6480199680 | elapsed time per iteration (s): 0.37 | learning rate: 1.584E-04 | global batch size:   256 | lm loss: 3.387344E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 693.066 | TFLOPs: 32.35 |
7:  iteration    12370/   37905 | consumed samples:      3166720 | consumed tokens:   6485442560 | elapsed time per iteration (s): 0.37 | learning rate: 1.583E-04 | global batch size:   256 | lm loss: 3.391009E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.089 | TFLOPs: 32.02 |
7:  iteration    12380/   37905 | consumed samples:      3169280 | consumed tokens:   6490685440 | elapsed time per iteration (s): 0.38 | learning rate: 1.583E-04 | global batch size:   256 | lm loss: 3.379330E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.600 | TFLOPs: 31.67 |
7:  iteration    12390/   37905 | consumed samples:      3171840 | consumed tokens:   6495928320 | elapsed time per iteration (s): 0.37 | learning rate: 1.582E-04 | global batch size:   256 | lm loss: 3.383914E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.246 | TFLOPs: 32.31 |
7:  iteration    12400/   37905 | consumed samples:      3174400 | consumed tokens:   6501171200 | elapsed time per iteration (s): 0.37 | learning rate: 1.581E-04 | global batch size:   256 | lm loss: 3.377433E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.207 | TFLOPs: 31.98 |
7:  iteration    12410/   37905 | consumed samples:      3176960 | consumed tokens:   6506414080 | elapsed time per iteration (s): 0.37 | learning rate: 1.581E-04 | global batch size:   256 | lm loss: 3.397141E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.271 | TFLOPs: 32.03 |
7:  iteration    12420/   37905 | consumed samples:      3179520 | consumed tokens:   6511656960 | elapsed time per iteration (s): 0.37 | learning rate: 1.580E-04 | global batch size:   256 | lm loss: 3.379793E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.402 | TFLOPs: 32.32 |
7:  iteration    12430/   37905 | consumed samples:      3182080 | consumed tokens:   6516899840 | elapsed time per iteration (s): 0.37 | learning rate: 1.580E-04 | global batch size:   256 | lm loss: 3.374662E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.515 | TFLOPs: 32.32 |
7:  iteration    12440/   37905 | consumed samples:      3184640 | consumed tokens:   6522142720 | elapsed time per iteration (s): 0.37 | learning rate: 1.579E-04 | global batch size:   256 | lm loss: 3.386824E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.903 | TFLOPs: 32.02 |
7:  iteration    12450/   37905 | consumed samples:      3187200 | consumed tokens:   6527385600 | elapsed time per iteration (s): 0.37 | learning rate: 1.578E-04 | global batch size:   256 | lm loss: 3.385482E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.058 | TFLOPs: 32.30 |
7:  iteration    12460/   37905 | consumed samples:      3189760 | consumed tokens:   6532628480 | elapsed time per iteration (s): 0.38 | learning rate: 1.578E-04 | global batch size:   256 | lm loss: 3.390000E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.572 | TFLOPs: 31.77 |
7:  iteration    12470/   37905 | consumed samples:      3192320 | consumed tokens:   6537871360 | elapsed time per iteration (s): 0.37 | learning rate: 1.577E-04 | global batch size:   256 | lm loss: 3.368096E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.272 | TFLOPs: 32.17 |
7:  iteration    12480/   37905 | consumed samples:      3194880 | consumed tokens:   6543114240 | elapsed time per iteration (s): 0.37 | learning rate: 1.576E-04 | global batch size:   256 | lm loss: 3.369154E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.594 | TFLOPs: 32.28 |
7:  iteration    12490/   37905 | consumed samples:      3197440 | consumed tokens:   6548357120 | elapsed time per iteration (s): 0.37 | learning rate: 1.576E-04 | global batch size:   256 | lm loss: 3.375232E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.404 | TFLOPs: 32.27 |
7:  iteration    12500/   37905 | consumed samples:      3200000 | consumed tokens:   6553600000 | elapsed time per iteration (s): 0.37 | learning rate: 1.575E-04 | global batch size:   256 | lm loss: 3.373695E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.906 | TFLOPs: 32.30 |
7:  iteration    12510/   37905 | consumed samples:      3202560 | consumed tokens:   6558842880 | elapsed time per iteration (s): 0.37 | learning rate: 1.574E-04 | global batch size:   256 | lm loss: 3.380061E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.455 | TFLOPs: 31.95 |
7:  iteration    12520/   37905 | consumed samples:      3205120 | consumed tokens:   6564085760 | elapsed time per iteration (s): 0.37 | learning rate: 1.574E-04 | global batch size:   256 | lm loss: 3.395314E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.445 | TFLOPs: 32.23 |
7:  iteration    12530/   37905 | consumed samples:      3207680 | consumed tokens:   6569328640 | elapsed time per iteration (s): 0.37 | learning rate: 1.573E-04 | global batch size:   256 | lm loss: 3.385471E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.296 | TFLOPs: 32.22 |
7:  iteration    12540/   37905 | consumed samples:      3210240 | consumed tokens:   6574571520 | elapsed time per iteration (s): 0.37 | learning rate: 1.572E-04 | global batch size:   256 | lm loss: 3.379283E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.335 | TFLOPs: 32.22 |
7:  iteration    12550/   37905 | consumed samples:      3212800 | consumed tokens:   6579814400 | elapsed time per iteration (s): 0.37 | learning rate: 1.572E-04 | global batch size:   256 | lm loss: 3.383319E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.669 | TFLOPs: 32.19 |
7:  iteration    12560/   37905 | consumed samples:      3215360 | consumed tokens:   6585057280 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size:   256 | lm loss: 3.369606E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.942 | TFLOPs: 32.20 |
7:  iteration    12570/   37905 | consumed samples:      3217920 | consumed tokens:   6590300160 | elapsed time per iteration (s): 0.37 | learning rate: 1.571E-04 | global batch size:   256 | lm loss: 3.382075E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.189 | TFLOPs: 32.22 |
7:  iteration    12580/   37905 | consumed samples:      3220480 | consumed tokens:   6595543040 | elapsed time per iteration (s): 0.37 | learning rate: 1.570E-04 | global batch size:   256 | lm loss: 3.392457E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.207 | TFLOPs: 32.22 |
7:  iteration    12590/   37905 | consumed samples:      3223040 | consumed tokens:   6600785920 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size:   256 | lm loss: 3.369155E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.759 | TFLOPs: 32.24 |
7:  iteration    12600/   37905 | consumed samples:      3225600 | consumed tokens:   6606028800 | elapsed time per iteration (s): 0.37 | learning rate: 1.569E-04 | global batch size:   256 | lm loss: 3.387130E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.404 | TFLOPs: 32.27 |
7:  iteration    12610/   37905 | consumed samples:      3228160 | consumed tokens:   6611271680 | elapsed time per iteration (s): 0.37 | learning rate: 1.568E-04 | global batch size:   256 | lm loss: 3.373367E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.432 | TFLOPs: 32.27 |
7:  iteration    12620/   37905 | consumed samples:      3230720 | consumed tokens:   6616514560 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size:   256 | lm loss: 3.396634E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.441 | TFLOPs: 32.27 |
7:  iteration    12630/   37905 | consumed samples:      3233280 | consumed tokens:   6621757440 | elapsed time per iteration (s): 0.37 | learning rate: 1.567E-04 | global batch size:   256 | lm loss: 3.383273E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.610 | TFLOPs: 32.28 |
7:  iteration    12640/   37905 | consumed samples:      3235840 | consumed tokens:   6627000320 | elapsed time per iteration (s): 0.37 | learning rate: 1.566E-04 | global batch size:   256 | lm loss: 3.386613E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.112 | TFLOPs: 32.07 |
7:  iteration    12650/   37905 | consumed samples:      3238400 | consumed tokens:   6632243200 | elapsed time per iteration (s): 0.37 | learning rate: 1.565E-04 | global batch size:   256 | lm loss: 3.373267E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.449 | TFLOPs: 32.27 |
7:  iteration    12660/   37905 | consumed samples:      3240960 | consumed tokens:   6637486080 | elapsed time per iteration (s): 0.38 | learning rate: 1.565E-04 | global batch size:   256 | lm loss: 3.383691E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.293 | TFLOPs: 31.61 |
7:  iteration    12670/   37905 | consumed samples:      3243520 | consumed tokens:   6642728960 | elapsed time per iteration (s): 0.37 | learning rate: 1.564E-04 | global batch size:   256 | lm loss: 3.382393E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.455 | TFLOPs: 32.27 |
7:  iteration    12680/   37905 | consumed samples:      3246080 | consumed tokens:   6647971840 | elapsed time per iteration (s): 0.37 | learning rate: 1.563E-04 | global batch size:   256 | lm loss: 3.392085E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.820 | TFLOPs: 32.29 |
7:  iteration    12690/   37905 | consumed samples:      3248640 | consumed tokens:   6653214720 | elapsed time per iteration (s): 0.37 | learning rate: 1.563E-04 | global batch size:   256 | lm loss: 3.384196E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.249 | TFLOPs: 32.31 |
7:  iteration    12700/   37905 | consumed samples:      3251200 | consumed tokens:   6658457600 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size:   256 | lm loss: 3.376425E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.784 | TFLOPs: 32.29 |
7:  iteration    12710/   37905 | consumed samples:      3253760 | consumed tokens:   6663700480 | elapsed time per iteration (s): 0.37 | learning rate: 1.562E-04 | global batch size:   256 | lm loss: 3.375828E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.318 | TFLOPs: 31.94 |
7:  iteration    12720/   37905 | consumed samples:      3256320 | consumed tokens:   6668943360 | elapsed time per iteration (s): 0.37 | learning rate: 1.561E-04 | global batch size:   256 | lm loss: 3.387810E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.033 | TFLOPs: 32.30 |
7:  iteration    12730/   37905 | consumed samples:      3258880 | consumed tokens:   6674186240 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size:   256 | lm loss: 3.376114E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.461 | TFLOPs: 32.27 |
7:  iteration    12740/   37905 | consumed samples:      3261440 | consumed tokens:   6679429120 | elapsed time per iteration (s): 0.37 | learning rate: 1.560E-04 | global batch size:   256 | lm loss: 3.377530E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.442 | TFLOPs: 32.27 |
7:  iteration    12750/   37905 | consumed samples:      3264000 | consumed tokens:   6684672000 | elapsed time per iteration (s): 0.37 | learning rate: 1.559E-04 | global batch size:   256 | lm loss: 3.377529E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.405 | TFLOPs: 32.27 |
7:  iteration    12760/   37905 | consumed samples:      3266560 | consumed tokens:   6689914880 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size:   256 | lm loss: 3.386614E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.761 | TFLOPs: 32.29 |
7:  iteration    12770/   37905 | consumed samples:      3269120 | consumed tokens:   6695157760 | elapsed time per iteration (s): 0.37 | learning rate: 1.558E-04 | global batch size:   256 | lm loss: 3.383269E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.156 | TFLOPs: 31.98 |
7:  iteration    12780/   37905 | consumed samples:      3271680 | consumed tokens:   6700400640 | elapsed time per iteration (s): 0.38 | learning rate: 1.557E-04 | global batch size:   256 | lm loss: 3.379159E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.911 | TFLOPs: 31.69 |
7:  iteration    12790/   37905 | consumed samples:      3274240 | consumed tokens:   6705643520 | elapsed time per iteration (s): 0.37 | learning rate: 1.556E-04 | global batch size:   256 | lm loss: 3.368261E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.427 | TFLOPs: 32.27 |
7:  iteration    12800/   37905 | consumed samples:      3276800 | consumed tokens:   6710886400 | elapsed time per iteration (s): 0.37 | learning rate: 1.556E-04 | global batch size:   256 | lm loss: 3.368340E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.498 | TFLOPs: 32.00 |
7:  iteration    12810/   37905 | consumed samples:      3279360 | consumed tokens:   6716129280 | elapsed time per iteration (s): 0.37 | learning rate: 1.555E-04 | global batch size:   256 | lm loss: 3.376461E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.563 | TFLOPs: 32.28 |
7:  iteration    12820/   37905 | consumed samples:      3281920 | consumed tokens:   6721372160 | elapsed time per iteration (s): 0.38 | learning rate: 1.554E-04 | global batch size:   256 | lm loss: 3.373888E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.560 | TFLOPs: 31.86 |
7:  iteration    12830/   37905 | consumed samples:      3284480 | consumed tokens:   6726615040 | elapsed time per iteration (s): 0.37 | learning rate: 1.554E-04 | global batch size:   256 | lm loss: 3.373992E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.379 | TFLOPs: 32.27 |
7:  iteration    12840/   37905 | consumed samples:      3287040 | consumed tokens:   6731857920 | elapsed time per iteration (s): 0.37 | learning rate: 1.553E-04 | global batch size:   256 | lm loss: 3.370484E+00 | grad norm: 0.348 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.234 | TFLOPs: 32.26 |
7:  iteration    12850/   37905 | consumed samples:      3289600 | consumed tokens:   6737100800 | elapsed time per iteration (s): 0.37 | learning rate: 1.552E-04 | global batch size:   256 | lm loss: 3.364438E+00 | grad norm: 0.336 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.098 | TFLOPs: 32.26 |
7:  iteration    12860/   37905 | consumed samples:      3292160 | consumed tokens:   6742343680 | elapsed time per iteration (s): 0.37 | learning rate: 1.552E-04 | global batch size:   256 | lm loss: 3.368258E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.278 | TFLOPs: 32.27 |
7:  iteration    12870/   37905 | consumed samples:      3294720 | consumed tokens:   6747586560 | elapsed time per iteration (s): 0.37 | learning rate: 1.551E-04 | global batch size:   256 | lm loss: 3.378640E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.264 | TFLOPs: 32.27 |
7:  iteration    12880/   37905 | consumed samples:      3297280 | consumed tokens:   6752829440 | elapsed time per iteration (s): 0.37 | learning rate: 1.551E-04 | global batch size:   256 | lm loss: 3.373401E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.439 | TFLOPs: 32.23 |
7:  iteration    12890/   37905 | consumed samples:      3299840 | consumed tokens:   6758072320 | elapsed time per iteration (s): 0.37 | learning rate: 1.550E-04 | global batch size:   256 | lm loss: 3.382613E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.367 | TFLOPs: 32.22 |
7:  iteration    12900/   37905 | consumed samples:      3302400 | consumed tokens:   6763315200 | elapsed time per iteration (s): 0.37 | learning rate: 1.549E-04 | global batch size:   256 | lm loss: 3.381822E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.606 | TFLOPs: 32.23 |
7:  iteration    12910/   37905 | consumed samples:      3304960 | consumed tokens:   6768558080 | elapsed time per iteration (s): 0.37 | learning rate: 1.549E-04 | global batch size:   256 | lm loss: 3.373846E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.512 | TFLOPs: 32.23 |
7:  iteration    12920/   37905 | consumed samples:      3307520 | consumed tokens:   6773800960 | elapsed time per iteration (s): 0.37 | learning rate: 1.548E-04 | global batch size:   256 | lm loss: 3.397522E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.399 | TFLOPs: 32.23 |
7:  iteration    12930/   37905 | consumed samples:      3310080 | consumed tokens:   6779043840 | elapsed time per iteration (s): 0.37 | learning rate: 1.547E-04 | global batch size:   256 | lm loss: 3.378122E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.708 | TFLOPs: 32.24 |
7:  iteration    12940/   37905 | consumed samples:      3312640 | consumed tokens:   6784286720 | elapsed time per iteration (s): 0.37 | learning rate: 1.547E-04 | global batch size:   256 | lm loss: 3.382801E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.566 | TFLOPs: 32.19 |
7:  iteration    12950/   37905 | consumed samples:      3315200 | consumed tokens:   6789529600 | elapsed time per iteration (s): 0.37 | learning rate: 1.546E-04 | global batch size:   256 | lm loss: 3.376161E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.386 | TFLOPs: 32.22 |
7:  iteration    12960/   37905 | consumed samples:      3317760 | consumed tokens:   6794772480 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size:   256 | lm loss: 3.367376E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.210 | TFLOPs: 32.22 |
7:  iteration    12970/   37905 | consumed samples:      3320320 | consumed tokens:   6800015360 | elapsed time per iteration (s): 0.37 | learning rate: 1.545E-04 | global batch size:   256 | lm loss: 3.378127E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.664 | TFLOPs: 32.24 |
7:  iteration    12980/   37905 | consumed samples:      3322880 | consumed tokens:   6805258240 | elapsed time per iteration (s): 0.37 | learning rate: 1.544E-04 | global batch size:   256 | lm loss: 3.378387E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.298 | TFLOPs: 32.22 |
7:  iteration    12990/   37905 | consumed samples:      3325440 | consumed tokens:   6810501120 | elapsed time per iteration (s): 0.37 | learning rate: 1.543E-04 | global batch size:   256 | lm loss: 3.369785E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.337 | TFLOPs: 32.22 |
7:  iteration    13000/   37905 | consumed samples:      3328000 | consumed tokens:   6815744000 | elapsed time per iteration (s): 0.37 | learning rate: 1.543E-04 | global batch size:   256 | lm loss: 3.368104E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.174 | TFLOPs: 32.21 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 13000 | lm loss value: 3.805339E+00 | lm loss PPL: 4.494047E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   13000 to checkpoints_146m20b100m
0: [2023-03-14 13:10:22,959] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step13000 is begin to save!
0: [2023-03-14 13:10:22,962] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:10:23,048] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_01-model_00-model_states.pt.
0: [2023-03-14 13:10:23,048] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_03-model_00-model_states.pt...
0: [2023-03-14 13:10:23,064] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_03-model_00-model_states.pt.
0: [2023-03-14 13:10:23,064] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_04-model_00-model_states.pt...
0: [2023-03-14 13:10:23,079] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_04-model_00-model_states.pt.
0: [2023-03-14 13:10:23,079] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_05-model_00-model_states.pt...
0: [2023-03-14 13:10:23,094] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_05-model_00-model_states.pt.
0: [2023-03-14 13:10:23,094] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 13:10:23,109] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_07-model_00-model_states.pt...
0: [2023-03-14 13:10:23,124] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_07-model_00-model_states.pt.
0: [2023-03-14 13:10:23,124] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_08-model_00-model_states.pt...
0: [2023-03-14 13:10:23,139] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_08-model_00-model_states.pt.
0: [2023-03-14 13:10:23,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_09-model_00-model_states.pt...
0: [2023-03-14 13:10:23,154] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_09-model_00-model_states.pt.
0: [2023-03-14 13:10:23,154] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_10-model_00-model_states.pt...
0: [2023-03-14 13:10:23,169] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_10-model_00-model_states.pt.
0: [2023-03-14 13:10:23,169] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 13:10:23,214] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 13:10:23,229] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 13:10:23,244] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_16-model_00-model_states.pt...
0: [2023-03-14 13:10:23,259] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_16-model_00-model_states.pt.
0: [2023-03-14 13:10:23,259] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 13:10:23,274] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/layer_19-model_00-model_states.pt...
0: [2023-03-14 13:10:23,275] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/layer_19-model_00-model_states.pt.
0: [2023-03-14 13:10:23,276] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step13000/mp_rank_00_model_states.pt
0: [2023-03-14 13:10:23,276] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/mp_rank_00_model_states.pt...
0: [2023-03-14 13:10:23,278] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/mp_rank_00_model_states.pt.
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
2: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 13:10:23,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
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7: [2023-03-14 13:10:23,328] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
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3: [2023-03-14 13:10:23,332] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
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0: [2023-03-14 13:10:23,336] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
0: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
3: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-14 13:10:23,338] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
2: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:10:23,337] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 13:10:23,337] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
2: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:10:23,338] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,338] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
2: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
2: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
2: [2023-03-14 13:10:23,338] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 13:10:23,338] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-14 13:10:23,339] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:10:23,339] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,339] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
3: [2023-03-14 13:10:23,339] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 13:10:23,339] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 13:10:23,339] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-14 13:10:23,340] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:10:23,340] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,340] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-14 13:10:23,340] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:10:23,340] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,340] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,341] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,341] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,341] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,342] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,342] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
4: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:10:23,342] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 13:10:23,342] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 13:10:23,342] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-14 13:10:23,342] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-14 13:10:23,343] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,343] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:10:23,343] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
5: [2023-03-14 13:10:23,343] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 13:10:23,343] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
6: [2023-03-14 13:10:23,343] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:10:23,343] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:10:23,343] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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6: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,344] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
1: [2023-03-14 13:10:23,344] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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0: [2023-03-14 13:10:23,349] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-14 13:10:23,349] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
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0: [2023-03-14 13:10:23,352] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-14 13:10:23,352] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
0: [2023-03-14 13:10:23,363] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step13000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:10:23,363] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step13000 is ready now!
0:   successfully saved checkpoint at iteration   13000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 410.41
7:  iteration    13010/   37905 | consumed samples:      3330560 | consumed tokens:   6820986880 | elapsed time per iteration (s): 0.42 | learning rate: 1.542E-04 | global batch size:   256 | lm loss: 3.374435E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 605.162 | TFLOPs: 28.25 |
7:  iteration    13020/   37905 | consumed samples:      3333120 | consumed tokens:   6826229760 | elapsed time per iteration (s): 0.37 | learning rate: 1.541E-04 | global batch size:   256 | lm loss: 3.372453E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.059 | TFLOPs: 32.30 |
7:  iteration    13030/   37905 | consumed samples:      3335680 | consumed tokens:   6831472640 | elapsed time per iteration (s): 0.37 | learning rate: 1.541E-04 | global batch size:   256 | lm loss: 3.370917E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.123 | TFLOPs: 32.31 |
7:  iteration    13040/   37905 | consumed samples:      3338240 | consumed tokens:   6836715520 | elapsed time per iteration (s): 0.37 | learning rate: 1.540E-04 | global batch size:   256 | lm loss: 3.371438E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.903 | TFLOPs: 32.30 |
7:  iteration    13050/   37905 | consumed samples:      3340800 | consumed tokens:   6841958400 | elapsed time per iteration (s): 0.37 | learning rate: 1.539E-04 | global batch size:   256 | lm loss: 3.384553E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.106 | TFLOPs: 32.30 |
7:  iteration    13060/   37905 | consumed samples:      3343360 | consumed tokens:   6847201280 | elapsed time per iteration (s): 0.37 | learning rate: 1.539E-04 | global batch size:   256 | lm loss: 3.371227E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.938 | TFLOPs: 32.30 |
7:  iteration    13070/   37905 | consumed samples:      3345920 | consumed tokens:   6852444160 | elapsed time per iteration (s): 0.37 | learning rate: 1.538E-04 | global batch size:   256 | lm loss: 3.374180E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.036 | TFLOPs: 32.30 |
7:  iteration    13080/   37905 | consumed samples:      3348480 | consumed tokens:   6857687040 | elapsed time per iteration (s): 0.37 | learning rate: 1.537E-04 | global batch size:   256 | lm loss: 3.373653E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.230 | TFLOPs: 32.31 |
7:  iteration    13090/   37905 | consumed samples:      3351040 | consumed tokens:   6862929920 | elapsed time per iteration (s): 0.37 | learning rate: 1.537E-04 | global batch size:   256 | lm loss: 3.363035E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.889 | TFLOPs: 32.29 |
7:  iteration    13100/   37905 | consumed samples:      3353600 | consumed tokens:   6868172800 | elapsed time per iteration (s): 0.37 | learning rate: 1.536E-04 | global batch size:   256 | lm loss: 3.362360E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.832 | TFLOPs: 32.29 |
7:  iteration    13110/   37905 | consumed samples:      3356160 | consumed tokens:   6873415680 | elapsed time per iteration (s): 0.37 | learning rate: 1.535E-04 | global batch size:   256 | lm loss: 3.375211E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.471 | TFLOPs: 32.32 |
7:  iteration    13120/   37905 | consumed samples:      3358720 | consumed tokens:   6878658560 | elapsed time per iteration (s): 0.37 | learning rate: 1.535E-04 | global batch size:   256 | lm loss: 3.392797E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.121 | TFLOPs: 32.31 |
7:  iteration    13130/   37905 | consumed samples:      3361280 | consumed tokens:   6883901440 | elapsed time per iteration (s): 0.37 | learning rate: 1.534E-04 | global batch size:   256 | lm loss: 3.367652E+00 | grad norm: 0.358 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.167 | TFLOPs: 32.26 |
7:  iteration    13140/   37905 | consumed samples:      3363840 | consumed tokens:   6889144320 | elapsed time per iteration (s): 0.37 | learning rate: 1.533E-04 | global batch size:   256 | lm loss: 3.359859E+00 | grad norm: 0.359 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.285 | TFLOPs: 32.27 |
7:  iteration    13150/   37905 | consumed samples:      3366400 | consumed tokens:   6894387200 | elapsed time per iteration (s): 0.37 | learning rate: 1.533E-04 | global batch size:   256 | lm loss: 3.379938E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.429 | TFLOPs: 32.27 |
7:  iteration    13160/   37905 | consumed samples:      3368960 | consumed tokens:   6899630080 | elapsed time per iteration (s): 0.37 | learning rate: 1.532E-04 | global batch size:   256 | lm loss: 3.372147E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.923 | TFLOPs: 32.02 |
7:  iteration    13170/   37905 | consumed samples:      3371520 | consumed tokens:   6904872960 | elapsed time per iteration (s): 0.37 | learning rate: 1.531E-04 | global batch size:   256 | lm loss: 3.371026E+00 | grad norm: 0.341 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.005 | TFLOPs: 31.97 |
7:  iteration    13180/   37905 | consumed samples:      3374080 | consumed tokens:   6910115840 | elapsed time per iteration (s): 0.38 | learning rate: 1.531E-04 | global batch size:   256 | lm loss: 3.380901E+00 | grad norm: 0.372 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.306 | TFLOPs: 31.15 |
7:  iteration    13190/   37905 | consumed samples:      3376640 | consumed tokens:   6915358720 | elapsed time per iteration (s): 0.37 | learning rate: 1.530E-04 | global batch size:   256 | lm loss: 3.380703E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.748 | TFLOPs: 32.29 |
7:  iteration    13200/   37905 | consumed samples:      3379200 | consumed tokens:   6920601600 | elapsed time per iteration (s): 0.37 | learning rate: 1.529E-04 | global batch size:   256 | lm loss: 3.383023E+00 | grad norm: 0.380 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.432 | TFLOPs: 32.27 |
7:  iteration    13210/   37905 | consumed samples:      3381760 | consumed tokens:   6925844480 | elapsed time per iteration (s): 0.37 | learning rate: 1.529E-04 | global batch size:   256 | lm loss: 3.383341E+00 | grad norm: 0.376 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.439 | TFLOPs: 32.27 |
7:  iteration    13220/   37905 | consumed samples:      3384320 | consumed tokens:   6931087360 | elapsed time per iteration (s): 0.37 | learning rate: 1.528E-04 | global batch size:   256 | lm loss: 3.369334E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.679 | TFLOPs: 32.29 |
7:  iteration    13230/   37905 | consumed samples:      3386880 | consumed tokens:   6936330240 | elapsed time per iteration (s): 0.37 | learning rate: 1.527E-04 | global batch size:   256 | lm loss: 3.369421E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.102 | TFLOPs: 32.30 |
7:  iteration    13240/   37905 | consumed samples:      3389440 | consumed tokens:   6941573120 | elapsed time per iteration (s): 0.37 | learning rate: 1.527E-04 | global batch size:   256 | lm loss: 3.389548E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.005 | TFLOPs: 32.30 |
7:  iteration    13250/   37905 | consumed samples:      3392000 | consumed tokens:   6946816000 | elapsed time per iteration (s): 0.37 | learning rate: 1.526E-04 | global batch size:   256 | lm loss: 3.369899E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.244 | TFLOPs: 32.31 |
7:  iteration    13260/   37905 | consumed samples:      3394560 | consumed tokens:   6952058880 | elapsed time per iteration (s): 0.37 | learning rate: 1.525E-04 | global batch size:   256 | lm loss: 3.374155E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.995 | TFLOPs: 32.30 |
7:  iteration    13270/   37905 | consumed samples:      3397120 | consumed tokens:   6957301760 | elapsed time per iteration (s): 0.37 | learning rate: 1.525E-04 | global batch size:   256 | lm loss: 3.374162E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.581 | TFLOPs: 32.28 |
7:  iteration    13280/   37905 | consumed samples:      3399680 | consumed tokens:   6962544640 | elapsed time per iteration (s): 0.37 | learning rate: 1.524E-04 | global batch size:   256 | lm loss: 3.383681E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.815 | TFLOPs: 32.06 |
7:  iteration    13290/   37905 | consumed samples:      3402240 | consumed tokens:   6967787520 | elapsed time per iteration (s): 0.37 | learning rate: 1.524E-04 | global batch size:   256 | lm loss: 3.370056E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.921 | TFLOPs: 32.30 |
7:  iteration    13300/   37905 | consumed samples:      3404800 | consumed tokens:   6973030400 | elapsed time per iteration (s): 0.37 | learning rate: 1.523E-04 | global batch size:   256 | lm loss: 3.372281E+00 | grad norm: 0.331 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.844 | TFLOPs: 32.29 |
7:  iteration    13310/   37905 | consumed samples:      3407360 | consumed tokens:   6978273280 | elapsed time per iteration (s): 0.37 | learning rate: 1.522E-04 | global batch size:   256 | lm loss: 3.374088E+00 | grad norm: 0.603 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.438 | TFLOPs: 32.27 |
7:  iteration    13320/   37905 | consumed samples:      3409920 | consumed tokens:   6983516160 | elapsed time per iteration (s): 0.37 | learning rate: 1.522E-04 | global batch size:   256 | lm loss: 3.363360E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.332 | TFLOPs: 32.27 |
7:  iteration    13330/   37905 | consumed samples:      3412480 | consumed tokens:   6988759040 | elapsed time per iteration (s): 0.37 | learning rate: 1.521E-04 | global batch size:   256 | lm loss: 3.380003E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.485 | TFLOPs: 32.28 |
7:  iteration    13340/   37905 | consumed samples:      3415040 | consumed tokens:   6994001920 | elapsed time per iteration (s): 0.37 | learning rate: 1.520E-04 | global batch size:   256 | lm loss: 3.373732E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.398 | TFLOPs: 32.27 |
7:  iteration    13350/   37905 | consumed samples:      3417600 | consumed tokens:   6999244800 | elapsed time per iteration (s): 0.37 | learning rate: 1.520E-04 | global batch size:   256 | lm loss: 3.360241E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.346 | TFLOPs: 32.27 |
7:  iteration    13360/   37905 | consumed samples:      3420160 | consumed tokens:   7004487680 | elapsed time per iteration (s): 0.37 | learning rate: 1.519E-04 | global batch size:   256 | lm loss: 3.380462E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.174 | TFLOPs: 32.26 |
7:  iteration    13370/   37905 | consumed samples:      3422720 | consumed tokens:   7009730560 | elapsed time per iteration (s): 0.37 | learning rate: 1.518E-04 | global batch size:   256 | lm loss: 3.376927E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.231 | TFLOPs: 32.26 |
7:  iteration    13380/   37905 | consumed samples:      3425280 | consumed tokens:   7014973440 | elapsed time per iteration (s): 0.37 | learning rate: 1.518E-04 | global batch size:   256 | lm loss: 3.370305E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.987 | TFLOPs: 32.25 |
7:  iteration    13390/   37905 | consumed samples:      3427840 | consumed tokens:   7020216320 | elapsed time per iteration (s): 0.37 | learning rate: 1.517E-04 | global batch size:   256 | lm loss: 3.367123E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.977 | TFLOPs: 32.25 |
7:  iteration    13400/   37905 | consumed samples:      3430400 | consumed tokens:   7025459200 | elapsed time per iteration (s): 0.37 | learning rate: 1.516E-04 | global batch size:   256 | lm loss: 3.378851E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.271 | TFLOPs: 32.22 |
7:  iteration    13410/   37905 | consumed samples:      3432960 | consumed tokens:   7030702080 | elapsed time per iteration (s): 0.37 | learning rate: 1.516E-04 | global batch size:   256 | lm loss: 3.375497E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.371 | TFLOPs: 32.04 |
7:  iteration    13420/   37905 | consumed samples:      3435520 | consumed tokens:   7035944960 | elapsed time per iteration (s): 0.37 | learning rate: 1.515E-04 | global batch size:   256 | lm loss: 3.368873E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.581 | TFLOPs: 32.23 |
7:  iteration    13430/   37905 | consumed samples:      3438080 | consumed tokens:   7041187840 | elapsed time per iteration (s): 0.37 | learning rate: 1.514E-04 | global batch size:   256 | lm loss: 3.379128E+00 | grad norm: 0.386 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.286 | TFLOPs: 32.22 |
7:  iteration    13440/   37905 | consumed samples:      3440640 | consumed tokens:   7046430720 | elapsed time per iteration (s): 0.37 | learning rate: 1.513E-04 | global batch size:   256 | lm loss: 3.381111E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.384 | TFLOPs: 32.22 |
7:  iteration    13450/   37905 | consumed samples:      3443200 | consumed tokens:   7051673600 | elapsed time per iteration (s): 0.37 | learning rate: 1.513E-04 | global batch size:   256 | lm loss: 3.380574E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.602 | TFLOPs: 32.23 |
7:  iteration    13460/   37905 | consumed samples:      3445760 | consumed tokens:   7056916480 | elapsed time per iteration (s): 0.37 | learning rate: 1.512E-04 | global batch size:   256 | lm loss: 3.376146E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.526 | TFLOPs: 32.23 |
7:  iteration    13470/   37905 | consumed samples:      3448320 | consumed tokens:   7062159360 | elapsed time per iteration (s): 0.37 | learning rate: 1.511E-04 | global batch size:   256 | lm loss: 3.375338E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.729 | TFLOPs: 32.24 |
7:  iteration    13480/   37905 | consumed samples:      3450880 | consumed tokens:   7067402240 | elapsed time per iteration (s): 0.37 | learning rate: 1.511E-04 | global batch size:   256 | lm loss: 3.370123E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.568 | TFLOPs: 32.23 |
7:  iteration    13490/   37905 | consumed samples:      3453440 | consumed tokens:   7072645120 | elapsed time per iteration (s): 0.37 | learning rate: 1.510E-04 | global batch size:   256 | lm loss: 3.363480E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.787 | TFLOPs: 32.24 |
7:  iteration    13500/   37905 | consumed samples:      3456000 | consumed tokens:   7077888000 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size:   256 | lm loss: 3.375640E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.861 | TFLOPs: 32.20 |
7:  iteration    13510/   37905 | consumed samples:      3458560 | consumed tokens:   7083130880 | elapsed time per iteration (s): 0.37 | learning rate: 1.509E-04 | global batch size:   256 | lm loss: 3.367731E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.220 | TFLOPs: 32.22 |
7:  iteration    13520/   37905 | consumed samples:      3461120 | consumed tokens:   7088373760 | elapsed time per iteration (s): 0.37 | learning rate: 1.508E-04 | global batch size:   256 | lm loss: 3.370990E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.506 | TFLOPs: 32.28 |
7:  iteration    13530/   37905 | consumed samples:      3463680 | consumed tokens:   7093616640 | elapsed time per iteration (s): 0.37 | learning rate: 1.507E-04 | global batch size:   256 | lm loss: 3.363712E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.231 | TFLOPs: 32.26 |
7:  iteration    13540/   37905 | consumed samples:      3466240 | consumed tokens:   7098859520 | elapsed time per iteration (s): 0.37 | learning rate: 1.507E-04 | global batch size:   256 | lm loss: 3.366513E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.724 | TFLOPs: 32.24 |
7:  iteration    13550/   37905 | consumed samples:      3468800 | consumed tokens:   7104102400 | elapsed time per iteration (s): 0.37 | learning rate: 1.506E-04 | global batch size:   256 | lm loss: 3.375217E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.065 | TFLOPs: 32.26 |
7:  iteration    13560/   37905 | consumed samples:      3471360 | consumed tokens:   7109345280 | elapsed time per iteration (s): 0.37 | learning rate: 1.505E-04 | global batch size:   256 | lm loss: 3.378642E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.876 | TFLOPs: 32.25 |
7:  iteration    13570/   37905 | consumed samples:      3473920 | consumed tokens:   7114588160 | elapsed time per iteration (s): 0.37 | learning rate: 1.505E-04 | global batch size:   256 | lm loss: 3.365067E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.982 | TFLOPs: 32.25 |
7:  iteration    13580/   37905 | consumed samples:      3476480 | consumed tokens:   7119831040 | elapsed time per iteration (s): 0.37 | learning rate: 1.504E-04 | global batch size:   256 | lm loss: 3.370250E+00 | grad norm: 0.389 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.644 | TFLOPs: 32.24 |
7:  iteration    13590/   37905 | consumed samples:      3479040 | consumed tokens:   7125073920 | elapsed time per iteration (s): 0.37 | learning rate: 1.503E-04 | global batch size:   256 | lm loss: 3.366070E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.644 | TFLOPs: 32.24 |
7:  iteration    13600/   37905 | consumed samples:      3481600 | consumed tokens:   7130316800 | elapsed time per iteration (s): 0.37 | learning rate: 1.503E-04 | global batch size:   256 | lm loss: 3.365326E+00 | grad norm: 0.357 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.558 | TFLOPs: 32.23 |
7:  iteration    13610/   37905 | consumed samples:      3484160 | consumed tokens:   7135559680 | elapsed time per iteration (s): 0.37 | learning rate: 1.502E-04 | global batch size:   256 | lm loss: 3.361954E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.242 | TFLOPs: 32.22 |
7:  iteration    13620/   37905 | consumed samples:      3486720 | consumed tokens:   7140802560 | elapsed time per iteration (s): 0.37 | learning rate: 1.501E-04 | global batch size:   256 | lm loss: 3.365025E+00 | grad norm: 0.393 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.245 | TFLOPs: 32.26 |
7:  iteration    13630/   37905 | consumed samples:      3489280 | consumed tokens:   7146045440 | elapsed time per iteration (s): 0.37 | learning rate: 1.501E-04 | global batch size:   256 | lm loss: 3.356950E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.963 | TFLOPs: 32.25 |
7:  iteration    13640/   37905 | consumed samples:      3491840 | consumed tokens:   7151288320 | elapsed time per iteration (s): 0.37 | learning rate: 1.500E-04 | global batch size:   256 | lm loss: 3.381448E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.610 | TFLOPs: 32.24 |
7:  iteration    13650/   37905 | consumed samples:      3494400 | consumed tokens:   7156531200 | elapsed time per iteration (s): 0.37 | learning rate: 1.499E-04 | global batch size:   256 | lm loss: 3.370413E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.891 | TFLOPs: 32.25 |
7:  iteration    13660/   37905 | consumed samples:      3496960 | consumed tokens:   7161774080 | elapsed time per iteration (s): 0.37 | learning rate: 1.499E-04 | global batch size:   256 | lm loss: 3.366978E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.846 | TFLOPs: 32.25 |
7:  iteration    13670/   37905 | consumed samples:      3499520 | consumed tokens:   7167016960 | elapsed time per iteration (s): 0.37 | learning rate: 1.498E-04 | global batch size:   256 | lm loss: 3.363638E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.544 | TFLOPs: 32.28 |
7:  iteration    13680/   37905 | consumed samples:      3502080 | consumed tokens:   7172259840 | elapsed time per iteration (s): 0.37 | learning rate: 1.497E-04 | global batch size:   256 | lm loss: 3.374929E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.414 | TFLOPs: 32.27 |
7:  iteration    13690/   37905 | consumed samples:      3504640 | consumed tokens:   7177502720 | elapsed time per iteration (s): 0.37 | learning rate: 1.497E-04 | global batch size:   256 | lm loss: 3.353821E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.339 | TFLOPs: 32.18 |
7:  iteration    13700/   37905 | consumed samples:      3507200 | consumed tokens:   7182745600 | elapsed time per iteration (s): 0.37 | learning rate: 1.496E-04 | global batch size:   256 | lm loss: 3.356151E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.368 | TFLOPs: 32.27 |
7:  iteration    13710/   37905 | consumed samples:      3509760 | consumed tokens:   7187988480 | elapsed time per iteration (s): 0.37 | learning rate: 1.495E-04 | global batch size:   256 | lm loss: 3.368761E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.669 | TFLOPs: 32.28 |
7:  iteration    13720/   37905 | consumed samples:      3512320 | consumed tokens:   7193231360 | elapsed time per iteration (s): 0.37 | learning rate: 1.495E-04 | global batch size:   256 | lm loss: 3.362820E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.025 | TFLOPs: 32.25 |
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7:  iteration    13910/   37905 | consumed samples:      3560960 | consumed tokens:   7292846080 | elapsed time per iteration (s): 0.37 | learning rate: 1.482E-04 | global batch size:   256 | lm loss: 3.350047E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.919 | TFLOPs: 32.25 |
7:  iteration    13920/   37905 | consumed samples:      3563520 | consumed tokens:   7298088960 | elapsed time per iteration (s): 0.37 | learning rate: 1.481E-04 | global batch size:   256 | lm loss: 3.365382E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.360 | TFLOPs: 32.27 |
7:  iteration    13930/   37905 | consumed samples:      3566080 | consumed tokens:   7303331840 | elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size:   256 | lm loss: 3.360910E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.731 | TFLOPs: 32.24 |
7:  iteration    13940/   37905 | consumed samples:      3568640 | consumed tokens:   7308574720 | elapsed time per iteration (s): 0.37 | learning rate: 1.480E-04 | global batch size:   256 | lm loss: 3.364709E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.608 | TFLOPs: 32.24 |
7:  iteration    13950/   37905 | consumed samples:      3571200 | consumed tokens:   7313817600 | elapsed time per iteration (s): 0.37 | learning rate: 1.479E-04 | global batch size:   256 | lm loss: 3.354787E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.726 | TFLOPs: 32.24 |
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7:  iteration    13970/   37905 | consumed samples:      3576320 | consumed tokens:   7324303360 | elapsed time per iteration (s): 0.37 | learning rate: 1.478E-04 | global batch size:   256 | lm loss: 3.365258E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.701 | TFLOPs: 32.24 |
7:  iteration    13980/   37905 | consumed samples:      3578880 | consumed tokens:   7329546240 | elapsed time per iteration (s): 0.37 | learning rate: 1.477E-04 | global batch size:   256 | lm loss: 3.359110E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.951 | TFLOPs: 32.25 |
7:  iteration    13990/   37905 | consumed samples:      3581440 | consumed tokens:   7334789120 | elapsed time per iteration (s): 0.37 | learning rate: 1.476E-04 | global batch size:   256 | lm loss: 3.338314E+00 | grad norm: 0.338 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.451 | TFLOPs: 32.23 |
0: [2023-03-14 13:16:34,086] [INFO] [logging.py:68:log_dist] [Rank 0] step=14000, skipped=0, lr=[0.00014755779238876917, 0.00014755779238876917, 0.00014755779238876917], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    14000/   37905 | consumed samples:      3584000 | consumed tokens:   7340032000 | elapsed time per iteration (s): 0.37 | learning rate: 1.476E-04 | global batch size:   256 | lm loss: 3.355953E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.328 | TFLOPs: 32.27 |
0: steps: 14000 loss: 3.3609 iter time (s): 0.370 samples/sec: 692.438
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 14000 | lm loss value: 3.747023E+00 | lm loss PPL: 4.239467E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   14000 to checkpoints_146m20b100m
0: [2023-03-14 13:16:34,207] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step14000 is begin to save!
0: [2023-03-14 13:16:34,210] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step14000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:16:34,299] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 13:16:34,526] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step14000/mp_rank_00_model_states.pt
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2: [2023-03-14 13:16:34,578] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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7: [2023-03-14 13:16:34,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
2: [2023-03-14 13:16:34,582] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
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5: [2023-03-14 13:16:34,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 13:16:34,595] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 13:16:34,595] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
5: [2023-03-14 13:16:34,595] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
5: [2023-03-14 13:16:34,596] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:16:34,596] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 13:16:34,596] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:16:34,601] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:16:34,601] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:16:34,601] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 13:16:34,601] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:16:34,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
6: [2023-03-14 13:16:34,601] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
0:   successfully saved checkpoint at iteration   14000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 398.34
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:16:34,599] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 13:16:34,599] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 13:16:34,599] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 13:16:34,599] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step14000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
1: [2023-03-14 13:16:34,599] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step14000 is ready now!
7:  iteration    14010/   37905 | consumed samples:      3586560 | consumed tokens:   7345274880 | elapsed time per iteration (s): 0.42 | learning rate: 1.475E-04 | global batch size:   256 | lm loss: 3.359368E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 607.680 | TFLOPs: 28.36 |
7:  iteration    14020/   37905 | consumed samples:      3589120 | consumed tokens:   7350517760 | elapsed time per iteration (s): 0.37 | learning rate: 1.474E-04 | global batch size:   256 | lm loss: 3.355263E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.029 | TFLOPs: 32.30 |
7:  iteration    14030/   37905 | consumed samples:      3591680 | consumed tokens:   7355760640 | elapsed time per iteration (s): 0.37 | learning rate: 1.474E-04 | global batch size:   256 | lm loss: 3.355399E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.803 | TFLOPs: 32.29 |
7:  iteration    14040/   37905 | consumed samples:      3594240 | consumed tokens:   7361003520 | elapsed time per iteration (s): 0.37 | learning rate: 1.473E-04 | global batch size:   256 | lm loss: 3.347983E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.902 | TFLOPs: 32.30 |
7:  iteration    14050/   37905 | consumed samples:      3596800 | consumed tokens:   7366246400 | elapsed time per iteration (s): 0.37 | learning rate: 1.472E-04 | global batch size:   256 | lm loss: 3.357425E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.703 | TFLOPs: 32.29 |
7:  iteration    14060/   37905 | consumed samples:      3599360 | consumed tokens:   7371489280 | elapsed time per iteration (s): 0.37 | learning rate: 1.471E-04 | global batch size:   256 | lm loss: 3.357098E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.498 | TFLOPs: 32.28 |
7:  iteration    14070/   37905 | consumed samples:      3601920 | consumed tokens:   7376732160 | elapsed time per iteration (s): 0.37 | learning rate: 1.471E-04 | global batch size:   256 | lm loss: 3.376884E+00 | grad norm: 0.335 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.830 | TFLOPs: 32.29 |
7:  iteration    14080/   37905 | consumed samples:      3604480 | consumed tokens:   7381975040 | elapsed time per iteration (s): 0.37 | learning rate: 1.470E-04 | global batch size:   256 | lm loss: 3.361112E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.822 | TFLOPs: 32.29 |
7:  iteration    14090/   37905 | consumed samples:      3607040 | consumed tokens:   7387217920 | elapsed time per iteration (s): 0.37 | learning rate: 1.469E-04 | global batch size:   256 | lm loss: 3.350716E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.447 | TFLOPs: 32.13 |
7:  iteration    14100/   37905 | consumed samples:      3609600 | consumed tokens:   7392460800 | elapsed time per iteration (s): 0.37 | learning rate: 1.469E-04 | global batch size:   256 | lm loss: 3.355718E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.559 | TFLOPs: 32.28 |
7:  iteration    14110/   37905 | consumed samples:      3612160 | consumed tokens:   7397703680 | elapsed time per iteration (s): 0.37 | learning rate: 1.468E-04 | global batch size:   256 | lm loss: 3.355761E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.662 | TFLOPs: 32.28 |
7:  iteration    14120/   37905 | consumed samples:      3614720 | consumed tokens:   7402946560 | elapsed time per iteration (s): 0.37 | learning rate: 1.467E-04 | global batch size:   256 | lm loss: 3.357339E+00 | grad norm: 0.360 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.974 | TFLOPs: 32.30 |
7:  iteration    14130/   37905 | consumed samples:      3617280 | consumed tokens:   7408189440 | elapsed time per iteration (s): 0.37 | learning rate: 1.467E-04 | global batch size:   256 | lm loss: 3.362490E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.400 | TFLOPs: 32.27 |
7:  iteration    14140/   37905 | consumed samples:      3619840 | consumed tokens:   7413432320 | elapsed time per iteration (s): 0.37 | learning rate: 1.466E-04 | global batch size:   256 | lm loss: 3.347136E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.357 | TFLOPs: 32.27 |
7:  iteration    14150/   37905 | consumed samples:      3622400 | consumed tokens:   7418675200 | elapsed time per iteration (s): 0.37 | learning rate: 1.465E-04 | global batch size:   256 | lm loss: 3.367442E+00 | grad norm: 0.330 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.118 | TFLOPs: 32.26 |
7:  iteration    14160/   37905 | consumed samples:      3624960 | consumed tokens:   7423918080 | elapsed time per iteration (s): 0.38 | learning rate: 1.465E-04 | global batch size:   256 | lm loss: 3.347977E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.419 | TFLOPs: 31.85 |
7:  iteration    14170/   37905 | consumed samples:      3627520 | consumed tokens:   7429160960 | elapsed time per iteration (s): 0.37 | learning rate: 1.464E-04 | global batch size:   256 | lm loss: 3.357086E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.417 | TFLOPs: 32.27 |
7:  iteration    14180/   37905 | consumed samples:      3630080 | consumed tokens:   7434403840 | elapsed time per iteration (s): 0.37 | learning rate: 1.463E-04 | global batch size:   256 | lm loss: 3.353931E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.332 | TFLOPs: 32.27 |
7:  iteration    14190/   37905 | consumed samples:      3632640 | consumed tokens:   7439646720 | elapsed time per iteration (s): 0.37 | learning rate: 1.463E-04 | global batch size:   256 | lm loss: 3.363424E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.529 | TFLOPs: 32.28 |
7:  iteration    14200/   37905 | consumed samples:      3635200 | consumed tokens:   7444889600 | elapsed time per iteration (s): 0.37 | learning rate: 1.462E-04 | global batch size:   256 | lm loss: 3.361074E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.129 | TFLOPs: 32.26 |
7:  iteration    14210/   37905 | consumed samples:      3637760 | consumed tokens:   7450132480 | elapsed time per iteration (s): 0.37 | learning rate: 1.461E-04 | global batch size:   256 | lm loss: 3.346886E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.203 | TFLOPs: 32.03 |
7:  iteration    14220/   37905 | consumed samples:      3640320 | consumed tokens:   7455375360 | elapsed time per iteration (s): 0.38 | learning rate: 1.460E-04 | global batch size:   256 | lm loss: 3.360519E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.755 | TFLOPs: 31.73 |
7:  iteration    14230/   37905 | consumed samples:      3642880 | consumed tokens:   7460618240 | elapsed time per iteration (s): 0.37 | learning rate: 1.460E-04 | global batch size:   256 | lm loss: 3.340051E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.917 | TFLOPs: 32.30 |
7:  iteration    14240/   37905 | consumed samples:      3645440 | consumed tokens:   7465861120 | elapsed time per iteration (s): 0.37 | learning rate: 1.459E-04 | global batch size:   256 | lm loss: 3.338512E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.731 | TFLOPs: 32.29 |
7:  iteration    14250/   37905 | consumed samples:      3648000 | consumed tokens:   7471104000 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size:   256 | lm loss: 3.360158E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.849 | TFLOPs: 32.29 |
7:  iteration    14260/   37905 | consumed samples:      3650560 | consumed tokens:   7476346880 | elapsed time per iteration (s): 0.37 | learning rate: 1.458E-04 | global batch size:   256 | lm loss: 3.327295E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.857 | TFLOPs: 32.29 |
7:  iteration    14270/   37905 | consumed samples:      3653120 | consumed tokens:   7481589760 | elapsed time per iteration (s): 0.37 | learning rate: 1.457E-04 | global batch size:   256 | lm loss: 3.352460E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.709 | TFLOPs: 32.29 |
7:  iteration    14280/   37905 | consumed samples:      3655680 | consumed tokens:   7486832640 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size:   256 | lm loss: 3.342805E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.380 | TFLOPs: 32.27 |
7:  iteration    14290/   37905 | consumed samples:      3658240 | consumed tokens:   7492075520 | elapsed time per iteration (s): 0.37 | learning rate: 1.456E-04 | global batch size:   256 | lm loss: 3.351290E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.893 | TFLOPs: 32.29 |
7:  iteration    14300/   37905 | consumed samples:      3660800 | consumed tokens:   7497318400 | elapsed time per iteration (s): 0.37 | learning rate: 1.455E-04 | global batch size:   256 | lm loss: 3.345869E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.741 | TFLOPs: 32.29 |
7:  iteration    14310/   37905 | consumed samples:      3663360 | consumed tokens:   7502561280 | elapsed time per iteration (s): 0.37 | learning rate: 1.454E-04 | global batch size:   256 | lm loss: 3.353494E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.683 | TFLOPs: 32.29 |
7:  iteration    14320/   37905 | consumed samples:      3665920 | consumed tokens:   7507804160 | elapsed time per iteration (s): 0.37 | learning rate: 1.454E-04 | global batch size:   256 | lm loss: 3.350835E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.933 | TFLOPs: 32.30 |
7:  iteration    14330/   37905 | consumed samples:      3668480 | consumed tokens:   7513047040 | elapsed time per iteration (s): 0.37 | learning rate: 1.453E-04 | global batch size:   256 | lm loss: 3.346882E+00 | grad norm: 0.347 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.825 | TFLOPs: 32.29 |
7:  iteration    14340/   37905 | consumed samples:      3671040 | consumed tokens:   7518289920 | elapsed time per iteration (s): 0.37 | learning rate: 1.452E-04 | global batch size:   256 | lm loss: 3.348849E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.976 | TFLOPs: 32.30 |
7:  iteration    14350/   37905 | consumed samples:      3673600 | consumed tokens:   7523532800 | elapsed time per iteration (s): 0.37 | learning rate: 1.451E-04 | global batch size:   256 | lm loss: 3.360781E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.557 | TFLOPs: 32.33 |
7:  iteration    14360/   37905 | consumed samples:      3676160 | consumed tokens:   7528775680 | elapsed time per iteration (s): 0.37 | learning rate: 1.451E-04 | global batch size:   256 | lm loss: 3.344596E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.164 | TFLOPs: 32.31 |
7:  iteration    14370/   37905 | consumed samples:      3678720 | consumed tokens:   7534018560 | elapsed time per iteration (s): 0.37 | learning rate: 1.450E-04 | global batch size:   256 | lm loss: 3.322023E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.966 | TFLOPs: 32.30 |
7:  iteration    14380/   37905 | consumed samples:      3681280 | consumed tokens:   7539261440 | elapsed time per iteration (s): 0.37 | learning rate: 1.449E-04 | global batch size:   256 | lm loss: 3.353605E+00 | grad norm: 0.313 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.733 | TFLOPs: 32.29 |
7:  iteration    14390/   37905 | consumed samples:      3683840 | consumed tokens:   7544504320 | elapsed time per iteration (s): 0.37 | learning rate: 1.449E-04 | global batch size:   256 | lm loss: 3.348925E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.274 | TFLOPs: 32.27 |
7:  iteration    14400/   37905 | consumed samples:      3686400 | consumed tokens:   7549747200 | elapsed time per iteration (s): 0.37 | learning rate: 1.448E-04 | global batch size:   256 | lm loss: 3.353426E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.294 | TFLOPs: 32.27 |
7:  iteration    14410/   37905 | consumed samples:      3688960 | consumed tokens:   7554990080 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size:   256 | lm loss: 3.344402E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.605 | TFLOPs: 32.28 |
7:  iteration    14420/   37905 | consumed samples:      3691520 | consumed tokens:   7560232960 | elapsed time per iteration (s): 0.37 | learning rate: 1.447E-04 | global batch size:   256 | lm loss: 3.338458E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.184 | TFLOPs: 32.26 |
7:  iteration    14430/   37905 | consumed samples:      3694080 | consumed tokens:   7565475840 | elapsed time per iteration (s): 0.37 | learning rate: 1.446E-04 | global batch size:   256 | lm loss: 3.355896E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.536 | TFLOPs: 32.28 |
7:  iteration    14440/   37905 | consumed samples:      3696640 | consumed tokens:   7570718720 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size:   256 | lm loss: 3.350615E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.691 | TFLOPs: 32.24 |
7:  iteration    14450/   37905 | consumed samples:      3699200 | consumed tokens:   7575961600 | elapsed time per iteration (s): 0.37 | learning rate: 1.445E-04 | global batch size:   256 | lm loss: 3.345594E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.497 | TFLOPs: 32.23 |
7:  iteration    14460/   37905 | consumed samples:      3701760 | consumed tokens:   7581204480 | elapsed time per iteration (s): 0.37 | learning rate: 1.444E-04 | global batch size:   256 | lm loss: 3.349765E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.652 | TFLOPs: 32.24 |
7:  iteration    14470/   37905 | consumed samples:      3704320 | consumed tokens:   7586447360 | elapsed time per iteration (s): 0.37 | learning rate: 1.443E-04 | global batch size:   256 | lm loss: 3.344055E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.519 | TFLOPs: 32.23 |
7:  iteration    14480/   37905 | consumed samples:      3706880 | consumed tokens:   7591690240 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size:   256 | lm loss: 3.352844E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.447 | TFLOPs: 32.23 |
7:  iteration    14490/   37905 | consumed samples:      3709440 | consumed tokens:   7596933120 | elapsed time per iteration (s): 0.37 | learning rate: 1.442E-04 | global batch size:   256 | lm loss: 3.344140E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.786 | TFLOPs: 31.92 |
7:  iteration    14500/   37905 | consumed samples:      3712000 | consumed tokens:   7602176000 | elapsed time per iteration (s): 0.37 | learning rate: 1.441E-04 | global batch size:   256 | lm loss: 3.343612E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.037 | TFLOPs: 32.26 |
7:  iteration    14510/   37905 | consumed samples:      3714560 | consumed tokens:   7607418880 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size:   256 | lm loss: 3.360221E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.933 | TFLOPs: 32.25 |
7:  iteration    14520/   37905 | consumed samples:      3717120 | consumed tokens:   7612661760 | elapsed time per iteration (s): 0.37 | learning rate: 1.440E-04 | global batch size:   256 | lm loss: 3.346463E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.012 | TFLOPs: 32.25 |
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7:  iteration    14640/   37905 | consumed samples:      3747840 | consumed tokens:   7675576320 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size:   256 | lm loss: 3.345613E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.998 | TFLOPs: 32.30 |
7:  iteration    14650/   37905 | consumed samples:      3750400 | consumed tokens:   7680819200 | elapsed time per iteration (s): 0.37 | learning rate: 1.431E-04 | global batch size:   256 | lm loss: 3.345872E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.497 | TFLOPs: 32.28 |
7:  iteration    14660/   37905 | consumed samples:      3752960 | consumed tokens:   7686062080 | elapsed time per iteration (s): 0.37 | learning rate: 1.430E-04 | global batch size:   256 | lm loss: 3.358173E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.874 | TFLOPs: 32.29 |
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7:  iteration    14710/   37905 | consumed samples:      3765760 | consumed tokens:   7712276480 | elapsed time per iteration (s): 0.37 | learning rate: 1.426E-04 | global batch size:   256 | lm loss: 3.340858E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.011 | TFLOPs: 32.25 |
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7:  iteration    14750/   37905 | consumed samples:      3776000 | consumed tokens:   7733248000 | elapsed time per iteration (s): 0.37 | learning rate: 1.424E-04 | global batch size:   256 | lm loss: 3.337717E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.467 | TFLOPs: 32.28 |
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7:  iteration    14770/   37905 | consumed samples:      3781120 | consumed tokens:   7743733760 | elapsed time per iteration (s): 0.37 | learning rate: 1.422E-04 | global batch size:   256 | lm loss: 3.344258E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.147 | TFLOPs: 32.26 |
7:  iteration    14780/   37905 | consumed samples:      3783680 | consumed tokens:   7748976640 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size:   256 | lm loss: 3.354023E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.967 | TFLOPs: 32.30 |
7:  iteration    14790/   37905 | consumed samples:      3786240 | consumed tokens:   7754219520 | elapsed time per iteration (s): 0.37 | learning rate: 1.421E-04 | global batch size:   256 | lm loss: 3.351956E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.357 | TFLOPs: 32.27 |
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7:  iteration    14850/   37905 | consumed samples:      3801600 | consumed tokens:   7785676800 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size:   256 | lm loss: 3.332050E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.908 | TFLOPs: 32.25 |
7:  iteration    14860/   37905 | consumed samples:      3804160 | consumed tokens:   7790919680 | elapsed time per iteration (s): 0.37 | learning rate: 1.416E-04 | global batch size:   256 | lm loss: 3.341830E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.343 | TFLOPs: 32.27 |
7:  iteration    14870/   37905 | consumed samples:      3806720 | consumed tokens:   7796162560 | elapsed time per iteration (s): 0.37 | learning rate: 1.415E-04 | global batch size:   256 | lm loss: 3.329095E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.674 | TFLOPs: 32.00 |
7:  iteration    14880/   37905 | consumed samples:      3809280 | consumed tokens:   7801405440 | elapsed time per iteration (s): 0.37 | learning rate: 1.414E-04 | global batch size:   256 | lm loss: 3.324248E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.783 | TFLOPs: 32.29 |
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7:  iteration    14900/   37905 | consumed samples:      3814400 | consumed tokens:   7811891200 | elapsed time per iteration (s): 0.37 | learning rate: 1.413E-04 | global batch size:   256 | lm loss: 3.349188E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.360 | TFLOPs: 32.27 |
7:  iteration    14910/   37905 | consumed samples:      3816960 | consumed tokens:   7817134080 | elapsed time per iteration (s): 0.37 | learning rate: 1.412E-04 | global batch size:   256 | lm loss: 3.341097E+00 | grad norm: 0.346 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.840 | TFLOPs: 32.20 |
7:  iteration    14920/   37905 | consumed samples:      3819520 | consumed tokens:   7822376960 | elapsed time per iteration (s): 0.37 | learning rate: 1.412E-04 | global batch size:   256 | lm loss: 3.339735E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.436 | TFLOPs: 32.27 |
7:  iteration    14930/   37905 | consumed samples:      3822080 | consumed tokens:   7827619840 | elapsed time per iteration (s): 0.37 | learning rate: 1.411E-04 | global batch size:   256 | lm loss: 3.339653E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.524 | TFLOPs: 32.28 |
7:  iteration    14940/   37905 | consumed samples:      3824640 | consumed tokens:   7832862720 | elapsed time per iteration (s): 0.37 | learning rate: 1.410E-04 | global batch size:   256 | lm loss: 3.337653E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.185 | TFLOPs: 32.26 |
7:  iteration    14950/   37905 | consumed samples:      3827200 | consumed tokens:   7838105600 | elapsed time per iteration (s): 0.37 | learning rate: 1.409E-04 | global batch size:   256 | lm loss: 3.348604E+00 | grad norm: 0.345 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.133 | TFLOPs: 32.26 |
7:  iteration    14960/   37905 | consumed samples:      3829760 | consumed tokens:   7843348480 | elapsed time per iteration (s): 0.37 | learning rate: 1.409E-04 | global batch size:   256 | lm loss: 3.340009E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.085 | TFLOPs: 32.26 |
7:  iteration    14970/   37905 | consumed samples:      3832320 | consumed tokens:   7848591360 | elapsed time per iteration (s): 0.37 | learning rate: 1.408E-04 | global batch size:   256 | lm loss: 3.349273E+00 | grad norm: 0.325 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.930 | TFLOPs: 32.25 |
7:  iteration    14980/   37905 | consumed samples:      3834880 | consumed tokens:   7853834240 | elapsed time per iteration (s): 0.37 | learning rate: 1.407E-04 | global batch size:   256 | lm loss: 3.343147E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.516 | TFLOPs: 32.18 |
7:  iteration    14990/   37905 | consumed samples:      3837440 | consumed tokens:   7859077120 | elapsed time per iteration (s): 0.37 | learning rate: 1.407E-04 | global batch size:   256 | lm loss: 3.344985E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.080 | TFLOPs: 32.26 |
7:  iteration    15000/   37905 | consumed samples:      3840000 | consumed tokens:   7864320000 | elapsed time per iteration (s): 0.37 | learning rate: 1.406E-04 | global batch size:   256 | lm loss: 3.339340E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.091 | TFLOPs: 32.26 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 15000 | lm loss value: 3.756378E+00 | lm loss PPL: 4.279314E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   15000 to checkpoints_146m20b100m
0: [2023-03-14 13:22:45,247] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step15000 is begin to save!
0: [2023-03-14 13:22:45,252] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step15000/layer_01-model_00-model_states.pt...
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6: [2023-03-14 13:22:45,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
0: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
2: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:22:45,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
2: [2023-03-14 13:22:45,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
1: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
7: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
7: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
3: [2023-03-14 13:22:45,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 13:22:45,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 13:22:45,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:22:45,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 13:22:45,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 13:22:45,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
6: [2023-03-14 13:22:45,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:22:45,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,630] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
4: [2023-03-14 13:22:45,630] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
0: [2023-03-14 13:22:45,632] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step15000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:22:45,632] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step15000 is ready now!
0:   successfully saved checkpoint at iteration   15000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 433.69
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7:  iteration    15090/   37905 | consumed samples:      3863040 | consumed tokens:   7911505920 | elapsed time per iteration (s): 0.37 | learning rate: 1.399E-04 | global batch size:   256 | lm loss: 3.337319E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.206 | TFLOPs: 32.17 |
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7:  iteration    15110/   37905 | consumed samples:      3868160 | consumed tokens:   7921991680 | elapsed time per iteration (s): 0.37 | learning rate: 1.398E-04 | global batch size:   256 | lm loss: 3.330251E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.022 | TFLOPs: 32.21 |
7:  iteration    15120/   37905 | consumed samples:      3870720 | consumed tokens:   7927234560 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size:   256 | lm loss: 3.334151E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.671 | TFLOPs: 32.19 |
7:  iteration    15130/   37905 | consumed samples:      3873280 | consumed tokens:   7932477440 | elapsed time per iteration (s): 0.37 | learning rate: 1.397E-04 | global batch size:   256 | lm loss: 3.321854E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.906 | TFLOPs: 32.20 |
7:  iteration    15140/   37905 | consumed samples:      3875840 | consumed tokens:   7937720320 | elapsed time per iteration (s): 0.37 | learning rate: 1.396E-04 | global batch size:   256 | lm loss: 3.321272E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.234 | TFLOPs: 32.12 |
7:  iteration    15150/   37905 | consumed samples:      3878400 | consumed tokens:   7942963200 | elapsed time per iteration (s): 0.38 | learning rate: 1.395E-04 | global batch size:   256 | lm loss: 3.347790E+00 | grad norm: 0.317 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.842 | TFLOPs: 31.73 |
7:  iteration    15160/   37905 | consumed samples:      3880960 | consumed tokens:   7948206080 | elapsed time per iteration (s): 0.37 | learning rate: 1.395E-04 | global batch size:   256 | lm loss: 3.322561E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.631 | TFLOPs: 32.19 |
7:  iteration    15170/   37905 | consumed samples:      3883520 | consumed tokens:   7953448960 | elapsed time per iteration (s): 0.37 | learning rate: 1.394E-04 | global batch size:   256 | lm loss: 3.318534E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.926 | TFLOPs: 32.25 |
7:  iteration    15180/   37905 | consumed samples:      3886080 | consumed tokens:   7958691840 | elapsed time per iteration (s): 0.37 | learning rate: 1.393E-04 | global batch size:   256 | lm loss: 3.334993E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.622 | TFLOPs: 32.24 |
7:  iteration    15190/   37905 | consumed samples:      3888640 | consumed tokens:   7963934720 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size:   256 | lm loss: 3.338608E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.771 | TFLOPs: 32.24 |
7:  iteration    15200/   37905 | consumed samples:      3891200 | consumed tokens:   7969177600 | elapsed time per iteration (s): 0.37 | learning rate: 1.392E-04 | global batch size:   256 | lm loss: 3.325121E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.496 | TFLOPs: 32.23 |
7:  iteration    15210/   37905 | consumed samples:      3893760 | consumed tokens:   7974420480 | elapsed time per iteration (s): 0.37 | learning rate: 1.391E-04 | global batch size:   256 | lm loss: 3.324535E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.277 | TFLOPs: 32.27 |
7:  iteration    15220/   37905 | consumed samples:      3896320 | consumed tokens:   7979663360 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size:   256 | lm loss: 3.336329E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.508 | TFLOPs: 32.28 |
7:  iteration    15230/   37905 | consumed samples:      3898880 | consumed tokens:   7984906240 | elapsed time per iteration (s): 0.37 | learning rate: 1.390E-04 | global batch size:   256 | lm loss: 3.323423E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.493 | TFLOPs: 32.28 |
7:  iteration    15240/   37905 | consumed samples:      3901440 | consumed tokens:   7990149120 | elapsed time per iteration (s): 0.37 | learning rate: 1.389E-04 | global batch size:   256 | lm loss: 3.332137E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.159 | TFLOPs: 32.26 |
7:  iteration    15250/   37905 | consumed samples:      3904000 | consumed tokens:   7995392000 | elapsed time per iteration (s): 0.37 | learning rate: 1.388E-04 | global batch size:   256 | lm loss: 3.329690E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.947 | TFLOPs: 32.25 |
7:  iteration    15260/   37905 | consumed samples:      3906560 | consumed tokens:   8000634880 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size:   256 | lm loss: 3.327552E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.244 | TFLOPs: 32.26 |
7:  iteration    15270/   37905 | consumed samples:      3909120 | consumed tokens:   8005877760 | elapsed time per iteration (s): 0.37 | learning rate: 1.387E-04 | global batch size:   256 | lm loss: 3.318641E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.465 | TFLOPs: 32.28 |
7:  iteration    15280/   37905 | consumed samples:      3911680 | consumed tokens:   8011120640 | elapsed time per iteration (s): 0.37 | learning rate: 1.386E-04 | global batch size:   256 | lm loss: 3.329028E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.671 | TFLOPs: 32.24 |
7:  iteration    15290/   37905 | consumed samples:      3914240 | consumed tokens:   8016363520 | elapsed time per iteration (s): 0.37 | learning rate: 1.385E-04 | global batch size:   256 | lm loss: 3.339440E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.419 | TFLOPs: 32.27 |
7:  iteration    15300/   37905 | consumed samples:      3916800 | consumed tokens:   8021606400 | elapsed time per iteration (s): 0.37 | learning rate: 1.385E-04 | global batch size:   256 | lm loss: 3.330156E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.836 | TFLOPs: 32.25 |
7:  iteration    15310/   37905 | consumed samples:      3919360 | consumed tokens:   8026849280 | elapsed time per iteration (s): 0.37 | learning rate: 1.384E-04 | global batch size:   256 | lm loss: 3.319942E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.927 | TFLOPs: 32.25 |
7:  iteration    15320/   37905 | consumed samples:      3921920 | consumed tokens:   8032092160 | elapsed time per iteration (s): 0.37 | learning rate: 1.383E-04 | global batch size:   256 | lm loss: 3.331439E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.978 | TFLOPs: 32.25 |
7:  iteration    15330/   37905 | consumed samples:      3924480 | consumed tokens:   8037335040 | elapsed time per iteration (s): 0.37 | learning rate: 1.382E-04 | global batch size:   256 | lm loss: 3.334799E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.033 | TFLOPs: 32.25 |
7:  iteration    15340/   37905 | consumed samples:      3927040 | consumed tokens:   8042577920 | elapsed time per iteration (s): 0.37 | learning rate: 1.382E-04 | global batch size:   256 | lm loss: 3.335192E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.235 | TFLOPs: 32.26 |
7:  iteration    15350/   37905 | consumed samples:      3929600 | consumed tokens:   8047820800 | elapsed time per iteration (s): 0.37 | learning rate: 1.381E-04 | global batch size:   256 | lm loss: 3.334793E+00 | grad norm: 0.344 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.733 | TFLOPs: 32.24 |
7:  iteration    15360/   37905 | consumed samples:      3932160 | consumed tokens:   8053063680 | elapsed time per iteration (s): 0.37 | learning rate: 1.380E-04 | global batch size:   256 | lm loss: 3.327516E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.035 | TFLOPs: 32.25 |
7:  iteration    15370/   37905 | consumed samples:      3934720 | consumed tokens:   8058306560 | elapsed time per iteration (s): 0.37 | learning rate: 1.380E-04 | global batch size:   256 | lm loss: 3.326258E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.640 | TFLOPs: 32.28 |
7:  iteration    15380/   37905 | consumed samples:      3937280 | consumed tokens:   8063549440 | elapsed time per iteration (s): 0.37 | learning rate: 1.379E-04 | global batch size:   256 | lm loss: 3.339175E+00 | grad norm: 0.352 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.193 | TFLOPs: 32.26 |
7:  iteration    15390/   37905 | consumed samples:      3939840 | consumed tokens:   8068792320 | elapsed time per iteration (s): 0.37 | learning rate: 1.378E-04 | global batch size:   256 | lm loss: 3.349352E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.284 | TFLOPs: 32.27 |
7:  iteration    15400/   37905 | consumed samples:      3942400 | consumed tokens:   8074035200 | elapsed time per iteration (s): 0.37 | learning rate: 1.377E-04 | global batch size:   256 | lm loss: 3.320630E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.320 | TFLOPs: 32.27 |
7:  iteration    15410/   37905 | consumed samples:      3944960 | consumed tokens:   8079278080 | elapsed time per iteration (s): 0.37 | learning rate: 1.377E-04 | global batch size:   256 | lm loss: 3.326197E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.280 | TFLOPs: 32.27 |
7:  iteration    15420/   37905 | consumed samples:      3947520 | consumed tokens:   8084520960 | elapsed time per iteration (s): 0.37 | learning rate: 1.376E-04 | global batch size:   256 | lm loss: 3.328720E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.930 | TFLOPs: 32.25 |
7:  iteration    15430/   37905 | consumed samples:      3950080 | consumed tokens:   8089763840 | elapsed time per iteration (s): 0.37 | learning rate: 1.375E-04 | global batch size:   256 | lm loss: 3.320482E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.579 | TFLOPs: 32.23 |
7:  iteration    15440/   37905 | consumed samples:      3952640 | consumed tokens:   8095006720 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size:   256 | lm loss: 3.328968E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.928 | TFLOPs: 32.25 |
7:  iteration    15450/   37905 | consumed samples:      3955200 | consumed tokens:   8100249600 | elapsed time per iteration (s): 0.37 | learning rate: 1.374E-04 | global batch size:   256 | lm loss: 3.331099E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.627 | TFLOPs: 32.28 |
7:  iteration    15460/   37905 | consumed samples:      3957760 | consumed tokens:   8105492480 | elapsed time per iteration (s): 0.37 | learning rate: 1.373E-04 | global batch size:   256 | lm loss: 3.328174E+00 | grad norm: 0.343 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.654 | TFLOPs: 32.28 |
7:  iteration    15470/   37905 | consumed samples:      3960320 | consumed tokens:   8110735360 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size:   256 | lm loss: 3.327633E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.236 | TFLOPs: 32.26 |
7:  iteration    15480/   37905 | consumed samples:      3962880 | consumed tokens:   8115978240 | elapsed time per iteration (s): 0.37 | learning rate: 1.372E-04 | global batch size:   256 | lm loss: 3.332900E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.620 | TFLOPs: 32.28 |
7:  iteration    15490/   37905 | consumed samples:      3965440 | consumed tokens:   8121221120 | elapsed time per iteration (s): 0.37 | learning rate: 1.371E-04 | global batch size:   256 | lm loss: 3.335960E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.782 | TFLOPs: 32.29 |
7:  iteration    15500/   37905 | consumed samples:      3968000 | consumed tokens:   8126464000 | elapsed time per iteration (s): 0.37 | learning rate: 1.370E-04 | global batch size:   256 | lm loss: 3.334386E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.086 | TFLOPs: 32.26 |
7:  iteration    15510/   37905 | consumed samples:      3970560 | consumed tokens:   8131706880 | elapsed time per iteration (s): 0.37 | learning rate: 1.369E-04 | global batch size:   256 | lm loss: 3.320019E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.352 | TFLOPs: 32.27 |
7:  iteration    15520/   37905 | consumed samples:      3973120 | consumed tokens:   8136949760 | elapsed time per iteration (s): 0.37 | learning rate: 1.369E-04 | global batch size:   256 | lm loss: 3.334282E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.556 | TFLOPs: 32.28 |
7:  iteration    15530/   37905 | consumed samples:      3975680 | consumed tokens:   8142192640 | elapsed time per iteration (s): 0.37 | learning rate: 1.368E-04 | global batch size:   256 | lm loss: 3.330106E+00 | grad norm: 0.328 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.507 | TFLOPs: 32.28 |
7:  iteration    15540/   37905 | consumed samples:      3978240 | consumed tokens:   8147435520 | elapsed time per iteration (s): 0.37 | learning rate: 1.367E-04 | global batch size:   256 | lm loss: 3.323252E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.238 | TFLOPs: 32.26 |
7:  iteration    15550/   37905 | consumed samples:      3980800 | consumed tokens:   8152678400 | elapsed time per iteration (s): 0.37 | learning rate: 1.367E-04 | global batch size:   256 | lm loss: 3.331260E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.223 | TFLOPs: 32.26 |
7:  iteration    15560/   37905 | consumed samples:      3983360 | consumed tokens:   8157921280 | elapsed time per iteration (s): 0.37 | learning rate: 1.366E-04 | global batch size:   256 | lm loss: 3.312276E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.977 | TFLOPs: 32.25 |
7:  iteration    15570/   37905 | consumed samples:      3985920 | consumed tokens:   8163164160 | elapsed time per iteration (s): 0.37 | learning rate: 1.365E-04 | global batch size:   256 | lm loss: 3.332515E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.228 | TFLOPs: 32.26 |
7:  iteration    15580/   37905 | consumed samples:      3988480 | consumed tokens:   8168407040 | elapsed time per iteration (s): 0.37 | learning rate: 1.364E-04 | global batch size:   256 | lm loss: 3.328972E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.176 | TFLOPs: 32.26 |
7:  iteration    15590/   37905 | consumed samples:      3991040 | consumed tokens:   8173649920 | elapsed time per iteration (s): 0.37 | learning rate: 1.364E-04 | global batch size:   256 | lm loss: 3.336052E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.302 | TFLOPs: 32.27 |
7:  iteration    15600/   37905 | consumed samples:      3993600 | consumed tokens:   8178892800 | elapsed time per iteration (s): 0.37 | learning rate: 1.363E-04 | global batch size:   256 | lm loss: 3.319143E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.380 | TFLOPs: 32.27 |
7:  iteration    15610/   37905 | consumed samples:      3996160 | consumed tokens:   8184135680 | elapsed time per iteration (s): 0.37 | learning rate: 1.362E-04 | global batch size:   256 | lm loss: 3.326774E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.784 | TFLOPs: 32.29 |
7:  iteration    15620/   37905 | consumed samples:      3998720 | consumed tokens:   8189378560 | elapsed time per iteration (s): 0.37 | learning rate: 1.362E-04 | global batch size:   256 | lm loss: 3.336467E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.882 | TFLOPs: 32.29 |
7:  iteration    15630/   37905 | consumed samples:      4001280 | consumed tokens:   8194621440 | elapsed time per iteration (s): 0.37 | learning rate: 1.361E-04 | global batch size:   256 | lm loss: 3.320795E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.755 | TFLOPs: 32.29 |
7:  iteration    15640/   37905 | consumed samples:      4003840 | consumed tokens:   8199864320 | elapsed time per iteration (s): 0.37 | learning rate: 1.360E-04 | global batch size:   256 | lm loss: 3.335513E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.531 | TFLOPs: 32.28 |
7:  iteration    15650/   37905 | consumed samples:      4006400 | consumed tokens:   8205107200 | elapsed time per iteration (s): 0.37 | learning rate: 1.359E-04 | global batch size:   256 | lm loss: 3.314229E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.964 | TFLOPs: 32.30 |
7:  iteration    15660/   37905 | consumed samples:      4008960 | consumed tokens:   8210350080 | elapsed time per iteration (s): 0.37 | learning rate: 1.359E-04 | global batch size:   256 | lm loss: 3.340845E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.385 | TFLOPs: 32.27 |
7:  iteration    15670/   37905 | consumed samples:      4011520 | consumed tokens:   8215592960 | elapsed time per iteration (s): 0.37 | learning rate: 1.358E-04 | global batch size:   256 | lm loss: 3.327236E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.348 | TFLOPs: 32.27 |
7:  iteration    15680/   37905 | consumed samples:      4014080 | consumed tokens:   8220835840 | elapsed time per iteration (s): 0.37 | learning rate: 1.357E-04 | global batch size:   256 | lm loss: 3.314227E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.174 | TFLOPs: 32.26 |
7:  iteration    15690/   37905 | consumed samples:      4016640 | consumed tokens:   8226078720 | elapsed time per iteration (s): 0.37 | learning rate: 1.356E-04 | global batch size:   256 | lm loss: 3.335592E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.570 | TFLOPs: 32.28 |
7:  iteration    15700/   37905 | consumed samples:      4019200 | consumed tokens:   8231321600 | elapsed time per iteration (s): 0.37 | learning rate: 1.356E-04 | global batch size:   256 | lm loss: 3.328337E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.490 | TFLOPs: 32.28 |
7:  iteration    15710/   37905 | consumed samples:      4021760 | consumed tokens:   8236564480 | elapsed time per iteration (s): 0.37 | learning rate: 1.355E-04 | global batch size:   256 | lm loss: 3.317979E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.610 | TFLOPs: 32.28 |
7:  iteration    15720/   37905 | consumed samples:      4024320 | consumed tokens:   8241807360 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size:   256 | lm loss: 3.332183E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.237 | TFLOPs: 32.26 |
7:  iteration    15730/   37905 | consumed samples:      4026880 | consumed tokens:   8247050240 | elapsed time per iteration (s): 0.37 | learning rate: 1.354E-04 | global batch size:   256 | lm loss: 3.315036E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.754 | TFLOPs: 32.29 |
7:  iteration    15740/   37905 | consumed samples:      4029440 | consumed tokens:   8252293120 | elapsed time per iteration (s): 0.37 | learning rate: 1.353E-04 | global batch size:   256 | lm loss: 3.319511E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.295 | TFLOPs: 32.27 |
7:  iteration    15750/   37905 | consumed samples:      4032000 | consumed tokens:   8257536000 | elapsed time per iteration (s): 0.37 | learning rate: 1.352E-04 | global batch size:   256 | lm loss: 3.329276E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.354 | TFLOPs: 32.27 |
7:  iteration    15760/   37905 | consumed samples:      4034560 | consumed tokens:   8262778880 | elapsed time per iteration (s): 0.37 | learning rate: 1.351E-04 | global batch size:   256 | lm loss: 3.326839E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.081 | TFLOPs: 32.26 |
7:  iteration    15770/   37905 | consumed samples:      4037120 | consumed tokens:   8268021760 | elapsed time per iteration (s): 0.37 | learning rate: 1.351E-04 | global batch size:   256 | lm loss: 3.333797E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.412 | TFLOPs: 32.27 |
7:  iteration    15780/   37905 | consumed samples:      4039680 | consumed tokens:   8273264640 | elapsed time per iteration (s): 0.37 | learning rate: 1.350E-04 | global batch size:   256 | lm loss: 3.315850E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.392 | TFLOPs: 32.27 |
7:  iteration    15790/   37905 | consumed samples:      4042240 | consumed tokens:   8278507520 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size:   256 | lm loss: 3.327635E+00 | grad norm: 0.329 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.035 | TFLOPs: 32.25 |
7:  iteration    15800/   37905 | consumed samples:      4044800 | consumed tokens:   8283750400 | elapsed time per iteration (s): 0.37 | learning rate: 1.349E-04 | global batch size:   256 | lm loss: 3.336426E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.497 | TFLOPs: 32.28 |
7:  iteration    15810/   37905 | consumed samples:      4047360 | consumed tokens:   8288993280 | elapsed time per iteration (s): 0.37 | learning rate: 1.348E-04 | global batch size:   256 | lm loss: 3.322000E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.384 | TFLOPs: 32.27 |
7:  iteration    15820/   37905 | consumed samples:      4049920 | consumed tokens:   8294236160 | elapsed time per iteration (s): 0.37 | learning rate: 1.347E-04 | global batch size:   256 | lm loss: 3.322140E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.321 | TFLOPs: 32.27 |
7:  iteration    15830/   37905 | consumed samples:      4052480 | consumed tokens:   8299479040 | elapsed time per iteration (s): 0.38 | learning rate: 1.346E-04 | global batch size:   256 | lm loss: 3.325154E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.309 | TFLOPs: 31.61 |
7:  iteration    15840/   37905 | consumed samples:      4055040 | consumed tokens:   8304721920 | elapsed time per iteration (s): 0.37 | learning rate: 1.346E-04 | global batch size:   256 | lm loss: 3.319790E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.950 | TFLOPs: 32.11 |
7:  iteration    15850/   37905 | consumed samples:      4057600 | consumed tokens:   8309964800 | elapsed time per iteration (s): 0.37 | learning rate: 1.345E-04 | global batch size:   256 | lm loss: 3.324718E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.349 | TFLOPs: 32.27 |
7:  iteration    15860/   37905 | consumed samples:      4060160 | consumed tokens:   8315207680 | elapsed time per iteration (s): 0.37 | learning rate: 1.344E-04 | global batch size:   256 | lm loss: 3.322820E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.070 | TFLOPs: 32.26 |
7:  iteration    15870/   37905 | consumed samples:      4062720 | consumed tokens:   8320450560 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size:   256 | lm loss: 3.327079E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.372 | TFLOPs: 32.27 |
7:  iteration    15880/   37905 | consumed samples:      4065280 | consumed tokens:   8325693440 | elapsed time per iteration (s): 0.37 | learning rate: 1.343E-04 | global batch size:   256 | lm loss: 3.333495E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.615 | TFLOPs: 32.28 |
7:  iteration    15890/   37905 | consumed samples:      4067840 | consumed tokens:   8330936320 | elapsed time per iteration (s): 0.37 | learning rate: 1.342E-04 | global batch size:   256 | lm loss: 3.331915E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.806 | TFLOPs: 32.29 |
7:  iteration    15900/   37905 | consumed samples:      4070400 | consumed tokens:   8336179200 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size:   256 | lm loss: 3.319999E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.075 | TFLOPs: 32.26 |
7:  iteration    15910/   37905 | consumed samples:      4072960 | consumed tokens:   8341422080 | elapsed time per iteration (s): 0.37 | learning rate: 1.341E-04 | global batch size:   256 | lm loss: 3.316296E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.114 | TFLOPs: 32.26 |
7:  iteration    15920/   37905 | consumed samples:      4075520 | consumed tokens:   8346664960 | elapsed time per iteration (s): 0.37 | learning rate: 1.340E-04 | global batch size:   256 | lm loss: 3.325071E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.223 | TFLOPs: 32.26 |
7:  iteration    15930/   37905 | consumed samples:      4078080 | consumed tokens:   8351907840 | elapsed time per iteration (s): 0.37 | learning rate: 1.339E-04 | global batch size:   256 | lm loss: 3.327514E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.268 | TFLOPs: 32.27 |
7:  iteration    15940/   37905 | consumed samples:      4080640 | consumed tokens:   8357150720 | elapsed time per iteration (s): 0.37 | learning rate: 1.338E-04 | global batch size:   256 | lm loss: 3.317184E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.251 | TFLOPs: 32.27 |
7:  iteration    15950/   37905 | consumed samples:      4083200 | consumed tokens:   8362393600 | elapsed time per iteration (s): 0.37 | learning rate: 1.338E-04 | global batch size:   256 | lm loss: 3.307357E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.438 | TFLOPs: 32.27 |
7:  iteration    15960/   37905 | consumed samples:      4085760 | consumed tokens:   8367636480 | elapsed time per iteration (s): 0.37 | learning rate: 1.337E-04 | global batch size:   256 | lm loss: 3.328773E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.010 | TFLOPs: 32.25 |
7:  iteration    15970/   37905 | consumed samples:      4088320 | consumed tokens:   8372879360 | elapsed time per iteration (s): 0.37 | learning rate: 1.336E-04 | global batch size:   256 | lm loss: 3.309650E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.305 | TFLOPs: 32.27 |
7:  iteration    15980/   37905 | consumed samples:      4090880 | consumed tokens:   8378122240 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size:   256 | lm loss: 3.322678E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.504 | TFLOPs: 32.28 |
7:  iteration    15990/   37905 | consumed samples:      4093440 | consumed tokens:   8383365120 | elapsed time per iteration (s): 0.37 | learning rate: 1.335E-04 | global batch size:   256 | lm loss: 3.335640E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.024 | TFLOPs: 32.25 |
0: [2023-03-14 13:28:56,370] [INFO] [logging.py:68:log_dist] [Rank 0] step=16000, skipped=0, lr=[0.00013340211513853558, 0.00013340211513853558, 0.00013340211513853558], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    16000/   37905 | consumed samples:      4096000 | consumed tokens:   8388608000 | elapsed time per iteration (s): 0.37 | learning rate: 1.334E-04 | global batch size:   256 | lm loss: 3.318073E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.418 | TFLOPs: 32.23 |
0: steps: 16000 loss: 3.2980 iter time (s): 0.369 samples/sec: 694.171
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 16000 | lm loss value: 3.784191E+00 | lm loss PPL: 4.400007E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   16000 to checkpoints_146m20b100m
0: [2023-03-14 13:28:56,494] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step16000 is begin to save!
0: [2023-03-14 13:28:56,497] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step16000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 13:28:56,811] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step16000/mp_rank_00_model_states.pt
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6: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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1: [2023-03-14 13:28:56,872] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
7: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:28:56,872] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
2: [2023-03-14 13:28:56,872] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
7: [2023-03-14 13:28:56,872] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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1: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
1: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
2: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
3: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
2: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:28:56,873] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
3: [2023-03-14 13:28:56,874] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:28:56,873] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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3: [2023-03-14 13:28:56,874] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:28:56,876] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:28:56,876] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
6: [2023-03-14 13:28:56,876] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,876] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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6: [2023-03-14 13:28:56,876] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:28:56,877] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,877] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 13:28:56,877] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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4: [2023-03-14 13:28:56,877] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:28:56,877] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 13:28:56,877] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 13:28:56,877] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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0: [2023-03-14 13:28:56,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 13:28:56,878] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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5: [2023-03-14 13:28:56,878] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:28:56,878] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,879] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,879] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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5: [2023-03-14 13:28:56,879] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:28:56,879] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:28:56,879] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,879] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,879] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
5: [2023-03-14 13:28:56,879] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,879] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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5: [2023-03-14 13:28:56,881] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 13:28:56,881] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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7: [2023-03-14 13:28:56,884] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:28:56,884] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 13:28:56,884] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 13:28:56,884] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
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0: [2023-03-14 13:28:56,896] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step16000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:28:56,896] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step16000 is ready now!
0:   successfully saved checkpoint at iteration   16000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 406.31
7:  iteration    16010/   37905 | consumed samples:      4098560 | consumed tokens:   8393850880 | elapsed time per iteration (s): 0.42 | learning rate: 1.333E-04 | global batch size:   256 | lm loss: 3.337477E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 606.916 | TFLOPs: 28.33 |
7:  iteration    16020/   37905 | consumed samples:      4101120 | consumed tokens:   8399093760 | elapsed time per iteration (s): 0.37 | learning rate: 1.333E-04 | global batch size:   256 | lm loss: 3.317713E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.463 | TFLOPs: 32.27 |
7:  iteration    16030/   37905 | consumed samples:      4103680 | consumed tokens:   8404336640 | elapsed time per iteration (s): 0.37 | learning rate: 1.332E-04 | global batch size:   256 | lm loss: 3.294830E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.528 | TFLOPs: 32.28 |
7:  iteration    16040/   37905 | consumed samples:      4106240 | consumed tokens:   8409579520 | elapsed time per iteration (s): 0.37 | learning rate: 1.331E-04 | global batch size:   256 | lm loss: 3.298937E+00 | grad norm: 0.373 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.891 | TFLOPs: 32.29 |
7:  iteration    16050/   37905 | consumed samples:      4108800 | consumed tokens:   8414822400 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size:   256 | lm loss: 3.312833E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.673 | TFLOPs: 32.28 |
7:  iteration    16060/   37905 | consumed samples:      4111360 | consumed tokens:   8420065280 | elapsed time per iteration (s): 0.37 | learning rate: 1.330E-04 | global batch size:   256 | lm loss: 3.318350E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.342 | TFLOPs: 32.27 |
7:  iteration    16070/   37905 | consumed samples:      4113920 | consumed tokens:   8425308160 | elapsed time per iteration (s): 0.37 | learning rate: 1.329E-04 | global batch size:   256 | lm loss: 3.320858E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.553 | TFLOPs: 32.28 |
7:  iteration    16080/   37905 | consumed samples:      4116480 | consumed tokens:   8430551040 | elapsed time per iteration (s): 0.37 | learning rate: 1.328E-04 | global batch size:   256 | lm loss: 3.320494E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.395 | TFLOPs: 32.27 |
7:  iteration    16090/   37905 | consumed samples:      4119040 | consumed tokens:   8435793920 | elapsed time per iteration (s): 0.37 | learning rate: 1.327E-04 | global batch size:   256 | lm loss: 3.314936E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.517 | TFLOPs: 32.14 |
7:  iteration    16100/   37905 | consumed samples:      4121600 | consumed tokens:   8441036800 | elapsed time per iteration (s): 0.37 | learning rate: 1.327E-04 | global batch size:   256 | lm loss: 3.320273E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.288 | TFLOPs: 32.27 |
7:  iteration    16110/   37905 | consumed samples:      4124160 | consumed tokens:   8446279680 | elapsed time per iteration (s): 0.37 | learning rate: 1.326E-04 | global batch size:   256 | lm loss: 3.312363E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.580 | TFLOPs: 32.28 |
7:  iteration    16120/   37905 | consumed samples:      4126720 | consumed tokens:   8451522560 | elapsed time per iteration (s): 0.37 | learning rate: 1.325E-04 | global batch size:   256 | lm loss: 3.327519E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.948 | TFLOPs: 32.30 |
7:  iteration    16130/   37905 | consumed samples:      4129280 | consumed tokens:   8456765440 | elapsed time per iteration (s): 0.37 | learning rate: 1.325E-04 | global batch size:   256 | lm loss: 3.309612E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.499 | TFLOPs: 32.28 |
7:  iteration    16140/   37905 | consumed samples:      4131840 | consumed tokens:   8462008320 | elapsed time per iteration (s): 0.37 | learning rate: 1.324E-04 | global batch size:   256 | lm loss: 3.320613E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.471 | TFLOPs: 32.28 |
7:  iteration    16150/   37905 | consumed samples:      4134400 | consumed tokens:   8467251200 | elapsed time per iteration (s): 0.37 | learning rate: 1.323E-04 | global batch size:   256 | lm loss: 3.318417E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.143 | TFLOPs: 32.26 |
7:  iteration    16160/   37905 | consumed samples:      4136960 | consumed tokens:   8472494080 | elapsed time per iteration (s): 0.37 | learning rate: 1.322E-04 | global batch size:   256 | lm loss: 3.309483E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.150 | TFLOPs: 32.26 |
7:  iteration    16170/   37905 | consumed samples:      4139520 | consumed tokens:   8477736960 | elapsed time per iteration (s): 0.37 | learning rate: 1.322E-04 | global batch size:   256 | lm loss: 3.309573E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.976 | TFLOPs: 32.25 |
7:  iteration    16180/   37905 | consumed samples:      4142080 | consumed tokens:   8482979840 | elapsed time per iteration (s): 0.37 | learning rate: 1.321E-04 | global batch size:   256 | lm loss: 3.323817E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.032 | TFLOPs: 32.25 |
7:  iteration    16190/   37905 | consumed samples:      4144640 | consumed tokens:   8488222720 | elapsed time per iteration (s): 0.37 | learning rate: 1.320E-04 | global batch size:   256 | lm loss: 3.308930E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.138 | TFLOPs: 32.26 |
7:  iteration    16200/   37905 | consumed samples:      4147200 | consumed tokens:   8493465600 | elapsed time per iteration (s): 0.37 | learning rate: 1.319E-04 | global batch size:   256 | lm loss: 3.324945E+00 | grad norm: 0.321 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.030 | TFLOPs: 32.25 |
7:  iteration    16210/   37905 | consumed samples:      4149760 | consumed tokens:   8498708480 | elapsed time per iteration (s): 0.37 | learning rate: 1.319E-04 | global batch size:   256 | lm loss: 3.316492E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.033 | TFLOPs: 32.25 |
7:  iteration    16220/   37905 | consumed samples:      4152320 | consumed tokens:   8503951360 | elapsed time per iteration (s): 0.37 | learning rate: 1.318E-04 | global batch size:   256 | lm loss: 3.326425E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.160 | TFLOPs: 32.26 |
7:  iteration    16230/   37905 | consumed samples:      4154880 | consumed tokens:   8509194240 | elapsed time per iteration (s): 0.37 | learning rate: 1.317E-04 | global batch size:   256 | lm loss: 3.309402E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.144 | TFLOPs: 32.26 |
7:  iteration    16240/   37905 | consumed samples:      4157440 | consumed tokens:   8514437120 | elapsed time per iteration (s): 0.37 | learning rate: 1.317E-04 | global batch size:   256 | lm loss: 3.313150E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.143 | TFLOPs: 32.26 |
7:  iteration    16250/   37905 | consumed samples:      4160000 | consumed tokens:   8519680000 | elapsed time per iteration (s): 0.37 | learning rate: 1.316E-04 | global batch size:   256 | lm loss: 3.325906E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.105 | TFLOPs: 32.26 |
7:  iteration    16260/   37905 | consumed samples:      4162560 | consumed tokens:   8524922880 | elapsed time per iteration (s): 0.37 | learning rate: 1.315E-04 | global batch size:   256 | lm loss: 3.322449E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.233 | TFLOPs: 32.12 |
7:  iteration    16270/   37905 | consumed samples:      4165120 | consumed tokens:   8530165760 | elapsed time per iteration (s): 0.37 | learning rate: 1.314E-04 | global batch size:   256 | lm loss: 3.310181E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.005 | TFLOPs: 32.25 |
7:  iteration    16280/   37905 | consumed samples:      4167680 | consumed tokens:   8535408640 | elapsed time per iteration (s): 0.37 | learning rate: 1.314E-04 | global batch size:   256 | lm loss: 3.304834E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.029 | TFLOPs: 32.25 |
7:  iteration    16290/   37905 | consumed samples:      4170240 | consumed tokens:   8540651520 | elapsed time per iteration (s): 0.37 | learning rate: 1.313E-04 | global batch size:   256 | lm loss: 3.315603E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.886 | TFLOPs: 32.25 |
7:  iteration    16300/   37905 | consumed samples:      4172800 | consumed tokens:   8545894400 | elapsed time per iteration (s): 0.37 | learning rate: 1.312E-04 | global batch size:   256 | lm loss: 3.312755E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.109 | TFLOPs: 32.26 |
7:  iteration    16310/   37905 | consumed samples:      4175360 | consumed tokens:   8551137280 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size:   256 | lm loss: 3.310140E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.919 | TFLOPs: 32.25 |
7:  iteration    16320/   37905 | consumed samples:      4177920 | consumed tokens:   8556380160 | elapsed time per iteration (s): 0.37 | learning rate: 1.311E-04 | global batch size:   256 | lm loss: 3.317353E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.359 | TFLOPs: 32.27 |
7:  iteration    16330/   37905 | consumed samples:      4180480 | consumed tokens:   8561623040 | elapsed time per iteration (s): 0.37 | learning rate: 1.310E-04 | global batch size:   256 | lm loss: 3.318834E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.980 | TFLOPs: 32.25 |
7:  iteration    16340/   37905 | consumed samples:      4183040 | consumed tokens:   8566865920 | elapsed time per iteration (s): 0.37 | learning rate: 1.309E-04 | global batch size:   256 | lm loss: 3.301732E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.162 | TFLOPs: 32.26 |
7:  iteration    16350/   37905 | consumed samples:      4185600 | consumed tokens:   8572108800 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size:   256 | lm loss: 3.311274E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.173 | TFLOPs: 32.26 |
7:  iteration    16360/   37905 | consumed samples:      4188160 | consumed tokens:   8577351680 | elapsed time per iteration (s): 0.37 | learning rate: 1.308E-04 | global batch size:   256 | lm loss: 3.317865E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.216 | TFLOPs: 32.26 |
7:  iteration    16370/   37905 | consumed samples:      4190720 | consumed tokens:   8582594560 | elapsed time per iteration (s): 0.38 | learning rate: 1.307E-04 | global batch size:   256 | lm loss: 3.303280E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.989 | TFLOPs: 31.83 |
7:  iteration    16380/   37905 | consumed samples:      4193280 | consumed tokens:   8587837440 | elapsed time per iteration (s): 0.40 | learning rate: 1.306E-04 | global batch size:   256 | lm loss: 3.309746E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 644.406 | TFLOPs: 30.08 |
7:  iteration    16390/   37905 | consumed samples:      4195840 | consumed tokens:   8593080320 | elapsed time per iteration (s): 0.38 | learning rate: 1.306E-04 | global batch size:   256 | lm loss: 3.304507E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.941 | TFLOPs: 31.69 |
7:  iteration    16400/   37905 | consumed samples:      4198400 | consumed tokens:   8598323200 | elapsed time per iteration (s): 0.38 | learning rate: 1.305E-04 | global batch size:   256 | lm loss: 3.308981E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.449 | TFLOPs: 31.71 |
7:  iteration    16410/   37905 | consumed samples:      4200960 | consumed tokens:   8603566080 | elapsed time per iteration (s): 0.37 | learning rate: 1.304E-04 | global batch size:   256 | lm loss: 3.302027E+00 | grad norm: 0.320 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.806 | TFLOPs: 32.24 |
7:  iteration    16420/   37905 | consumed samples:      4203520 | consumed tokens:   8608808960 | elapsed time per iteration (s): 0.38 | learning rate: 1.303E-04 | global batch size:   256 | lm loss: 3.316821E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.073 | TFLOPs: 31.28 |
7:  iteration    16430/   37905 | consumed samples:      4206080 | consumed tokens:   8614051840 | elapsed time per iteration (s): 0.39 | learning rate: 1.303E-04 | global batch size:   256 | lm loss: 3.316460E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.287 | TFLOPs: 30.87 |
7:  iteration    16440/   37905 | consumed samples:      4208640 | consumed tokens:   8619294720 | elapsed time per iteration (s): 0.37 | learning rate: 1.302E-04 | global batch size:   256 | lm loss: 3.310101E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.976 | TFLOPs: 32.25 |
7:  iteration    16450/   37905 | consumed samples:      4211200 | consumed tokens:   8624537600 | elapsed time per iteration (s): 0.37 | learning rate: 1.301E-04 | global batch size:   256 | lm loss: 3.312144E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.196 | TFLOPs: 32.26 |
7:  iteration    16460/   37905 | consumed samples:      4213760 | consumed tokens:   8629780480 | elapsed time per iteration (s): 0.37 | learning rate: 1.300E-04 | global batch size:   256 | lm loss: 3.300357E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.153 | TFLOPs: 32.26 |
7:  iteration    16470/   37905 | consumed samples:      4216320 | consumed tokens:   8635023360 | elapsed time per iteration (s): 0.37 | learning rate: 1.300E-04 | global batch size:   256 | lm loss: 3.302048E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.300 | TFLOPs: 32.27 |
7:  iteration    16480/   37905 | consumed samples:      4218880 | consumed tokens:   8640266240 | elapsed time per iteration (s): 0.37 | learning rate: 1.299E-04 | global batch size:   256 | lm loss: 3.304137E+00 | grad norm: 0.316 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.194 | TFLOPs: 32.26 |
7:  iteration    16490/   37905 | consumed samples:      4221440 | consumed tokens:   8645509120 | elapsed time per iteration (s): 0.38 | learning rate: 1.298E-04 | global batch size:   256 | lm loss: 3.308452E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.606 | TFLOPs: 31.63 |
7:  iteration    16500/   37905 | consumed samples:      4224000 | consumed tokens:   8650752000 | elapsed time per iteration (s): 0.38 | learning rate: 1.297E-04 | global batch size:   256 | lm loss: 3.304019E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.040 | TFLOPs: 31.60 |
7:  iteration    16510/   37905 | consumed samples:      4226560 | consumed tokens:   8655994880 | elapsed time per iteration (s): 0.37 | learning rate: 1.297E-04 | global batch size:   256 | lm loss: 3.308461E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.531 | TFLOPs: 32.28 |
7:  iteration    16520/   37905 | consumed samples:      4229120 | consumed tokens:   8661237760 | elapsed time per iteration (s): 0.37 | learning rate: 1.296E-04 | global batch size:   256 | lm loss: 3.307596E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.112 | TFLOPs: 32.26 |
7:  iteration    16530/   37905 | consumed samples:      4231680 | consumed tokens:   8666480640 | elapsed time per iteration (s): 0.37 | learning rate: 1.295E-04 | global batch size:   256 | lm loss: 3.312403E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.815 | TFLOPs: 32.15 |
7:  iteration    16540/   37905 | consumed samples:      4234240 | consumed tokens:   8671723520 | elapsed time per iteration (s): 0.37 | learning rate: 1.295E-04 | global batch size:   256 | lm loss: 3.307554E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.114 | TFLOPs: 32.26 |
7:  iteration    16550/   37905 | consumed samples:      4236800 | consumed tokens:   8676966400 | elapsed time per iteration (s): 0.37 | learning rate: 1.294E-04 | global batch size:   256 | lm loss: 3.302554E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.241 | TFLOPs: 32.26 |
7:  iteration    16560/   37905 | consumed samples:      4239360 | consumed tokens:   8682209280 | elapsed time per iteration (s): 0.37 | learning rate: 1.293E-04 | global batch size:   256 | lm loss: 3.315617E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.940 | TFLOPs: 31.97 |
7:  iteration    16570/   37905 | consumed samples:      4241920 | consumed tokens:   8687452160 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size:   256 | lm loss: 3.295984E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.194 | TFLOPs: 32.26 |
7:  iteration    16580/   37905 | consumed samples:      4244480 | consumed tokens:   8692695040 | elapsed time per iteration (s): 0.37 | learning rate: 1.292E-04 | global batch size:   256 | lm loss: 3.307065E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.388 | TFLOPs: 32.27 |
7:  iteration    16590/   37905 | consumed samples:      4247040 | consumed tokens:   8697937920 | elapsed time per iteration (s): 0.37 | learning rate: 1.291E-04 | global batch size:   256 | lm loss: 3.312658E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.646 | TFLOPs: 32.28 |
7:  iteration    16600/   37905 | consumed samples:      4249600 | consumed tokens:   8703180800 | elapsed time per iteration (s): 0.37 | learning rate: 1.290E-04 | global batch size:   256 | lm loss: 3.311670E+00 | grad norm: 0.310 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.657 | TFLOPs: 32.28 |
7:  iteration    16610/   37905 | consumed samples:      4252160 | consumed tokens:   8708423680 | elapsed time per iteration (s): 0.37 | learning rate: 1.289E-04 | global batch size:   256 | lm loss: 3.316698E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.989 | TFLOPs: 32.25 |
7:  iteration    16620/   37905 | consumed samples:      4254720 | consumed tokens:   8713666560 | elapsed time per iteration (s): 0.37 | learning rate: 1.289E-04 | global batch size:   256 | lm loss: 3.307677E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.682 | TFLOPs: 32.24 |
7:  iteration    16630/   37905 | consumed samples:      4257280 | consumed tokens:   8718909440 | elapsed time per iteration (s): 0.37 | learning rate: 1.288E-04 | global batch size:   256 | lm loss: 3.290025E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.688 | TFLOPs: 32.24 |
7:  iteration    16640/   37905 | consumed samples:      4259840 | consumed tokens:   8724152320 | elapsed time per iteration (s): 0.37 | learning rate: 1.287E-04 | global batch size:   256 | lm loss: 3.304627E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.389 | TFLOPs: 32.22 |
7:  iteration    16650/   37905 | consumed samples:      4262400 | consumed tokens:   8729395200 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size:   256 | lm loss: 3.298841E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.607 | TFLOPs: 32.23 |
7:  iteration    16660/   37905 | consumed samples:      4264960 | consumed tokens:   8734638080 | elapsed time per iteration (s): 0.37 | learning rate: 1.286E-04 | global batch size:   256 | lm loss: 3.317873E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.490 | TFLOPs: 32.23 |
7:  iteration    16670/   37905 | consumed samples:      4267520 | consumed tokens:   8739880960 | elapsed time per iteration (s): 0.37 | learning rate: 1.285E-04 | global batch size:   256 | lm loss: 3.311964E+00 | grad norm: 0.340 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.226 | TFLOPs: 32.26 |
7:  iteration    16680/   37905 | consumed samples:      4270080 | consumed tokens:   8745123840 | elapsed time per iteration (s): 0.37 | learning rate: 1.284E-04 | global batch size:   256 | lm loss: 3.318378E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.043 | TFLOPs: 32.26 |
7:  iteration    16690/   37905 | consumed samples:      4272640 | consumed tokens:   8750366720 | elapsed time per iteration (s): 0.37 | learning rate: 1.283E-04 | global batch size:   256 | lm loss: 3.324235E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.347 | TFLOPs: 32.27 |
7:  iteration    16700/   37905 | consumed samples:      4275200 | consumed tokens:   8755609600 | elapsed time per iteration (s): 0.37 | learning rate: 1.283E-04 | global batch size:   256 | lm loss: 3.308594E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.376 | TFLOPs: 32.27 |
7:  iteration    16710/   37905 | consumed samples:      4277760 | consumed tokens:   8760852480 | elapsed time per iteration (s): 0.37 | learning rate: 1.282E-04 | global batch size:   256 | lm loss: 3.307833E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.644 | TFLOPs: 32.24 |
7:  iteration    16720/   37905 | consumed samples:      4280320 | consumed tokens:   8766095360 | elapsed time per iteration (s): 0.37 | learning rate: 1.281E-04 | global batch size:   256 | lm loss: 3.304766E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.496 | TFLOPs: 32.23 |
7:  iteration    16730/   37905 | consumed samples:      4282880 | consumed tokens:   8771338240 | elapsed time per iteration (s): 0.37 | learning rate: 1.281E-04 | global batch size:   256 | lm loss: 3.319703E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.292 | TFLOPs: 32.27 |
7:  iteration    16740/   37905 | consumed samples:      4285440 | consumed tokens:   8776581120 | elapsed time per iteration (s): 0.38 | learning rate: 1.280E-04 | global batch size:   256 | lm loss: 3.316071E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 668.835 | TFLOPs: 31.22 |
7:  iteration    16750/   37905 | consumed samples:      4288000 | consumed tokens:   8781824000 | elapsed time per iteration (s): 0.37 | learning rate: 1.279E-04 | global batch size:   256 | lm loss: 3.320192E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.395 | TFLOPs: 32.27 |
7:  iteration    16760/   37905 | consumed samples:      4290560 | consumed tokens:   8787066880 | elapsed time per iteration (s): 0.37 | learning rate: 1.278E-04 | global batch size:   256 | lm loss: 3.307489E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.585 | TFLOPs: 32.23 |
7:  iteration    16770/   37905 | consumed samples:      4293120 | consumed tokens:   8792309760 | elapsed time per iteration (s): 0.37 | learning rate: 1.278E-04 | global batch size:   256 | lm loss: 3.313232E+00 | grad norm: 0.319 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.148 | TFLOPs: 32.26 |
7:  iteration    16780/   37905 | consumed samples:      4295680 | consumed tokens:   8797552640 | elapsed time per iteration (s): 0.37 | learning rate: 1.277E-04 | global batch size:   256 | lm loss: 3.311591E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.539 | TFLOPs: 32.28 |
7:  iteration    16790/   37905 | consumed samples:      4298240 | consumed tokens:   8802795520 | elapsed time per iteration (s): 0.37 | learning rate: 1.276E-04 | global batch size:   256 | lm loss: 3.309313E+00 | grad norm: 0.311 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.771 | TFLOPs: 32.29 |
7:  iteration    16800/   37905 | consumed samples:      4300800 | consumed tokens:   8808038400 | elapsed time per iteration (s): 0.37 | learning rate: 1.275E-04 | global batch size:   256 | lm loss: 3.305996E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.493 | TFLOPs: 32.28 |
7:  iteration    16810/   37905 | consumed samples:      4303360 | consumed tokens:   8813281280 | elapsed time per iteration (s): 0.37 | learning rate: 1.275E-04 | global batch size:   256 | lm loss: 3.302547E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.594 | TFLOPs: 32.28 |
7:  iteration    16820/   37905 | consumed samples:      4305920 | consumed tokens:   8818524160 | elapsed time per iteration (s): 0.37 | learning rate: 1.274E-04 | global batch size:   256 | lm loss: 3.291946E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.852 | TFLOPs: 32.29 |
7:  iteration    16830/   37905 | consumed samples:      4308480 | consumed tokens:   8823767040 | elapsed time per iteration (s): 0.37 | learning rate: 1.273E-04 | global batch size:   256 | lm loss: 3.304546E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.679 | TFLOPs: 32.24 |
7:  iteration    16840/   37905 | consumed samples:      4311040 | consumed tokens:   8829009920 | elapsed time per iteration (s): 0.37 | learning rate: 1.272E-04 | global batch size:   256 | lm loss: 3.308466E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.881 | TFLOPs: 32.20 |
7:  iteration    16850/   37905 | consumed samples:      4313600 | consumed tokens:   8834252800 | elapsed time per iteration (s): 0.37 | learning rate: 1.272E-04 | global batch size:   256 | lm loss: 3.298471E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.936 | TFLOPs: 32.25 |
7:  iteration    16860/   37905 | consumed samples:      4316160 | consumed tokens:   8839495680 | elapsed time per iteration (s): 0.37 | learning rate: 1.271E-04 | global batch size:   256 | lm loss: 3.315757E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.402 | TFLOPs: 32.27 |
7:  iteration    16870/   37905 | consumed samples:      4318720 | consumed tokens:   8844738560 | elapsed time per iteration (s): 0.37 | learning rate: 1.270E-04 | global batch size:   256 | lm loss: 3.303797E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.767 | TFLOPs: 32.29 |
7:  iteration    16880/   37905 | consumed samples:      4321280 | consumed tokens:   8849981440 | elapsed time per iteration (s): 0.37 | learning rate: 1.269E-04 | global batch size:   256 | lm loss: 3.298840E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.628 | TFLOPs: 32.24 |
7:  iteration    16890/   37905 | consumed samples:      4323840 | consumed tokens:   8855224320 | elapsed time per iteration (s): 0.37 | learning rate: 1.269E-04 | global batch size:   256 | lm loss: 3.301579E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.583 | TFLOPs: 32.28 |
7:  iteration    16900/   37905 | consumed samples:      4326400 | consumed tokens:   8860467200 | elapsed time per iteration (s): 0.37 | learning rate: 1.268E-04 | global batch size:   256 | lm loss: 3.310899E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.330 | TFLOPs: 32.27 |
7:  iteration    16910/   37905 | consumed samples:      4328960 | consumed tokens:   8865710080 | elapsed time per iteration (s): 0.37 | learning rate: 1.267E-04 | global batch size:   256 | lm loss: 3.313193E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.233 | TFLOPs: 32.26 |
7:  iteration    16920/   37905 | consumed samples:      4331520 | consumed tokens:   8870952960 | elapsed time per iteration (s): 0.37 | learning rate: 1.266E-04 | global batch size:   256 | lm loss: 3.313490E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.958 | TFLOPs: 32.25 |
7:  iteration    16930/   37905 | consumed samples:      4334080 | consumed tokens:   8876195840 | elapsed time per iteration (s): 0.37 | learning rate: 1.266E-04 | global batch size:   256 | lm loss: 3.304325E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.631 | TFLOPs: 32.28 |
7:  iteration    16940/   37905 | consumed samples:      4336640 | consumed tokens:   8881438720 | elapsed time per iteration (s): 0.37 | learning rate: 1.265E-04 | global batch size:   256 | lm loss: 3.308624E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.722 | TFLOPs: 32.19 |
7:  iteration    16950/   37905 | consumed samples:      4339200 | consumed tokens:   8886681600 | elapsed time per iteration (s): 0.37 | learning rate: 1.264E-04 | global batch size:   256 | lm loss: 3.296746E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.669 | TFLOPs: 32.28 |
7:  iteration    16960/   37905 | consumed samples:      4341760 | consumed tokens:   8891924480 | elapsed time per iteration (s): 0.37 | learning rate: 1.263E-04 | global batch size:   256 | lm loss: 3.302156E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.029 | TFLOPs: 32.25 |
7:  iteration    16970/   37905 | consumed samples:      4344320 | consumed tokens:   8897167360 | elapsed time per iteration (s): 0.37 | learning rate: 1.263E-04 | global batch size:   256 | lm loss: 3.300300E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.327 | TFLOPs: 32.27 |
7:  iteration    16980/   37905 | consumed samples:      4346880 | consumed tokens:   8902410240 | elapsed time per iteration (s): 0.37 | learning rate: 1.262E-04 | global batch size:   256 | lm loss: 3.306288E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.783 | TFLOPs: 32.29 |
7:  iteration    16990/   37905 | consumed samples:      4349440 | consumed tokens:   8907653120 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size:   256 | lm loss: 3.316051E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.718 | TFLOPs: 32.29 |
7:  iteration    17000/   37905 | consumed samples:      4352000 | consumed tokens:   8912896000 | elapsed time per iteration (s): 0.37 | learning rate: 1.261E-04 | global batch size:   256 | lm loss: 3.300123E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.401 | TFLOPs: 32.27 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 17000 | lm loss value: 3.725684E+00 | lm loss PPL: 4.149961E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   17000 to checkpoints_146m20b100m
0: [2023-03-14 13:35:08,454] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step17000 is begin to save!
0: [2023-03-14 13:35:08,457] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:35:08,544] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_01-model_00-model_states.pt.
0: [2023-03-14 13:35:08,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_03-model_00-model_states.pt...
0: [2023-03-14 13:35:08,560] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_03-model_00-model_states.pt.
0: [2023-03-14 13:35:08,560] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_04-model_00-model_states.pt...
0: [2023-03-14 13:35:08,575] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_04-model_00-model_states.pt.
0: [2023-03-14 13:35:08,575] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_05-model_00-model_states.pt...
0: [2023-03-14 13:35:08,590] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_05-model_00-model_states.pt.
0: [2023-03-14 13:35:08,590] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,619] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_07-model_00-model_states.pt.
0: [2023-03-14 13:35:08,620] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,651] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,667] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,711] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_14-model_00-model_states.pt...
0: [2023-03-14 13:35:08,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_14-model_00-model_states.pt.
0: [2023-03-14 13:35:08,726] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,740] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,755] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 13:35:08,770] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/layer_19-model_00-model_states.pt...
0: [2023-03-14 13:35:08,771] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/layer_19-model_00-model_states.pt.
0: [2023-03-14 13:35:08,772] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step17000/mp_rank_00_model_states.pt
0: [2023-03-14 13:35:08,772] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/mp_rank_00_model_states.pt...
0: [2023-03-14 13:35:08,774] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/mp_rank_00_model_states.pt.
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
2: [2023-03-14 13:35:08,791] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
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6: [2023-03-14 13:35:08,844] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:35:08,844] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 13:35:08,844] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:35:08,844] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:35:08,844] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
6: [2023-03-14 13:35:08,844] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 13:35:08,844] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 13:35:08,845] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
6: [2023-03-14 13:35:08,845] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
0: [2023-03-14 13:35:08,846] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step17000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:35:08,846] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step17000 is ready now!
0:   successfully saved checkpoint at iteration   17000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 407.23
7:  iteration    17010/   37905 | consumed samples:      4354560 | consumed tokens:   8918138880 | elapsed time per iteration (s): 0.42 | learning rate: 1.260E-04 | global batch size:   256 | lm loss: 3.293431E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 609.156 | TFLOPs: 28.43 |
7:  iteration    17020/   37905 | consumed samples:      4357120 | consumed tokens:   8923381760 | elapsed time per iteration (s): 0.37 | learning rate: 1.259E-04 | global batch size:   256 | lm loss: 3.304008E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.305 | TFLOPs: 32.27 |
7:  iteration    17030/   37905 | consumed samples:      4359680 | consumed tokens:   8928624640 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size:   256 | lm loss: 3.303815E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.811 | TFLOPs: 32.29 |
7:  iteration    17040/   37905 | consumed samples:      4362240 | consumed tokens:   8933867520 | elapsed time per iteration (s): 0.37 | learning rate: 1.258E-04 | global batch size:   256 | lm loss: 3.308256E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.901 | TFLOPs: 32.02 |
7:  iteration    17050/   37905 | consumed samples:      4364800 | consumed tokens:   8939110400 | elapsed time per iteration (s): 0.37 | learning rate: 1.257E-04 | global batch size:   256 | lm loss: 3.308120E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.500 | TFLOPs: 32.28 |
7:  iteration    17060/   37905 | consumed samples:      4367360 | consumed tokens:   8944353280 | elapsed time per iteration (s): 0.37 | learning rate: 1.256E-04 | global batch size:   256 | lm loss: 3.311264E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.002 | TFLOPs: 32.25 |
7:  iteration    17070/   37905 | consumed samples:      4369920 | consumed tokens:   8949596160 | elapsed time per iteration (s): 0.38 | learning rate: 1.255E-04 | global batch size:   256 | lm loss: 3.300896E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.751 | TFLOPs: 31.77 |
7:  iteration    17080/   37905 | consumed samples:      4372480 | consumed tokens:   8954839040 | elapsed time per iteration (s): 0.37 | learning rate: 1.255E-04 | global batch size:   256 | lm loss: 3.301079E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.966 | TFLOPs: 32.25 |
7:  iteration    17090/   37905 | consumed samples:      4375040 | consumed tokens:   8960081920 | elapsed time per iteration (s): 0.37 | learning rate: 1.254E-04 | global batch size:   256 | lm loss: 3.303032E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.454 | TFLOPs: 32.04 |
7:  iteration    17100/   37905 | consumed samples:      4377600 | consumed tokens:   8965324800 | elapsed time per iteration (s): 0.37 | learning rate: 1.253E-04 | global batch size:   256 | lm loss: 3.304271E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.630 | TFLOPs: 32.28 |
7:  iteration    17110/   37905 | consumed samples:      4380160 | consumed tokens:   8970567680 | elapsed time per iteration (s): 0.37 | learning rate: 1.252E-04 | global batch size:   256 | lm loss: 3.291298E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.368 | TFLOPs: 32.27 |
7:  iteration    17120/   37905 | consumed samples:      4382720 | consumed tokens:   8975810560 | elapsed time per iteration (s): 0.37 | learning rate: 1.252E-04 | global batch size:   256 | lm loss: 3.299976E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.377 | TFLOPs: 32.27 |
7:  iteration    17130/   37905 | consumed samples:      4385280 | consumed tokens:   8981053440 | elapsed time per iteration (s): 0.37 | learning rate: 1.251E-04 | global batch size:   256 | lm loss: 3.311041E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.419 | TFLOPs: 32.27 |
7:  iteration    17140/   37905 | consumed samples:      4387840 | consumed tokens:   8986296320 | elapsed time per iteration (s): 0.37 | learning rate: 1.250E-04 | global batch size:   256 | lm loss: 3.302118E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.396 | TFLOPs: 32.27 |
7:  iteration    17150/   37905 | consumed samples:      4390400 | consumed tokens:   8991539200 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size:   256 | lm loss: 3.295421E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.467 | TFLOPs: 32.28 |
7:  iteration    17160/   37905 | consumed samples:      4392960 | consumed tokens:   8996782080 | elapsed time per iteration (s): 0.37 | learning rate: 1.249E-04 | global batch size:   256 | lm loss: 3.303428E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.201 | TFLOPs: 32.26 |
7:  iteration    17170/   37905 | consumed samples:      4395520 | consumed tokens:   9002024960 | elapsed time per iteration (s): 0.37 | learning rate: 1.248E-04 | global batch size:   256 | lm loss: 3.302517E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.385 | TFLOPs: 32.27 |
7:  iteration    17180/   37905 | consumed samples:      4398080 | consumed tokens:   9007267840 | elapsed time per iteration (s): 0.37 | learning rate: 1.247E-04 | global batch size:   256 | lm loss: 3.307153E+00 | grad norm: 0.327 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.798 | TFLOPs: 32.29 |
7:  iteration    17190/   37905 | consumed samples:      4400640 | consumed tokens:   9012510720 | elapsed time per iteration (s): 0.37 | learning rate: 1.246E-04 | global batch size:   256 | lm loss: 3.288977E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.925 | TFLOPs: 32.25 |
7:  iteration    17200/   37905 | consumed samples:      4403200 | consumed tokens:   9017753600 | elapsed time per iteration (s): 0.41 | learning rate: 1.246E-04 | global batch size:   256 | lm loss: 3.295518E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 625.546 | TFLOPs: 29.20 |
7:  iteration    17210/   37905 | consumed samples:      4405760 | consumed tokens:   9022996480 | elapsed time per iteration (s): 0.37 | learning rate: 1.245E-04 | global batch size:   256 | lm loss: 3.298628E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.412 | TFLOPs: 32.04 |
7:  iteration    17220/   37905 | consumed samples:      4408320 | consumed tokens:   9028239360 | elapsed time per iteration (s): 0.37 | learning rate: 1.244E-04 | global batch size:   256 | lm loss: 3.300734E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.958 | TFLOPs: 32.06 |
7:  iteration    17230/   37905 | consumed samples:      4410880 | consumed tokens:   9033482240 | elapsed time per iteration (s): 0.38 | learning rate: 1.243E-04 | global batch size:   256 | lm loss: 3.314991E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.886 | TFLOPs: 31.83 |
7:  iteration    17240/   37905 | consumed samples:      4413440 | consumed tokens:   9038725120 | elapsed time per iteration (s): 0.37 | learning rate: 1.243E-04 | global batch size:   256 | lm loss: 3.292545E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.034 | TFLOPs: 32.02 |
7:  iteration    17250/   37905 | consumed samples:      4416000 | consumed tokens:   9043968000 | elapsed time per iteration (s): 0.38 | learning rate: 1.242E-04 | global batch size:   256 | lm loss: 3.311557E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.284 | TFLOPs: 31.85 |
7:  iteration    17260/   37905 | consumed samples:      4418560 | consumed tokens:   9049210880 | elapsed time per iteration (s): 0.37 | learning rate: 1.241E-04 | global batch size:   256 | lm loss: 3.300962E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.537 | TFLOPs: 32.09 |
7:  iteration    17270/   37905 | consumed samples:      4421120 | consumed tokens:   9054453760 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size:   256 | lm loss: 3.287844E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.245 | TFLOPs: 32.08 |
7:  iteration    17280/   37905 | consumed samples:      4423680 | consumed tokens:   9059696640 | elapsed time per iteration (s): 0.37 | learning rate: 1.240E-04 | global batch size:   256 | lm loss: 3.319424E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.328 | TFLOPs: 32.08 |
7:  iteration    17290/   37905 | consumed samples:      4426240 | consumed tokens:   9064939520 | elapsed time per iteration (s): 0.38 | learning rate: 1.239E-04 | global batch size:   256 | lm loss: 3.294534E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.509 | TFLOPs: 31.86 |
7:  iteration    17300/   37905 | consumed samples:      4428800 | consumed tokens:   9070182400 | elapsed time per iteration (s): 0.38 | learning rate: 1.238E-04 | global batch size:   256 | lm loss: 3.292440E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.416 | TFLOPs: 31.71 |
7:  iteration    17310/   37905 | consumed samples:      4431360 | consumed tokens:   9075425280 | elapsed time per iteration (s): 0.37 | learning rate: 1.237E-04 | global batch size:   256 | lm loss: 3.299673E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.283 | TFLOPs: 32.08 |
7:  iteration    17320/   37905 | consumed samples:      4433920 | consumed tokens:   9080668160 | elapsed time per iteration (s): 0.37 | learning rate: 1.237E-04 | global batch size:   256 | lm loss: 3.282080E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.978 | TFLOPs: 32.07 |
7:  iteration    17330/   37905 | consumed samples:      4436480 | consumed tokens:   9085911040 | elapsed time per iteration (s): 0.38 | learning rate: 1.236E-04 | global batch size:   256 | lm loss: 3.300853E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.821 | TFLOPs: 31.36 |
7:  iteration    17340/   37905 | consumed samples:      4439040 | consumed tokens:   9091153920 | elapsed time per iteration (s): 0.37 | learning rate: 1.235E-04 | global batch size:   256 | lm loss: 3.301529E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.781 | TFLOPs: 31.92 |
7:  iteration    17350/   37905 | consumed samples:      4441600 | consumed tokens:   9096396800 | elapsed time per iteration (s): 0.37 | learning rate: 1.235E-04 | global batch size:   256 | lm loss: 3.294578E+00 | grad norm: 0.324 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.499 | TFLOPs: 32.23 |
7:  iteration    17360/   37905 | consumed samples:      4444160 | consumed tokens:   9101639680 | elapsed time per iteration (s): 0.38 | learning rate: 1.234E-04 | global batch size:   256 | lm loss: 3.305180E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.001 | TFLOPs: 31.83 |
7:  iteration    17370/   37905 | consumed samples:      4446720 | consumed tokens:   9106882560 | elapsed time per iteration (s): 0.37 | learning rate: 1.233E-04 | global batch size:   256 | lm loss: 3.307686E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.217 | TFLOPs: 32.26 |
7:  iteration    17380/   37905 | consumed samples:      4449280 | consumed tokens:   9112125440 | elapsed time per iteration (s): 0.37 | learning rate: 1.232E-04 | global batch size:   256 | lm loss: 3.288597E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.844 | TFLOPs: 32.29 |
7:  iteration    17390/   37905 | consumed samples:      4451840 | consumed tokens:   9117368320 | elapsed time per iteration (s): 0.37 | learning rate: 1.232E-04 | global batch size:   256 | lm loss: 3.289909E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.619 | TFLOPs: 32.28 |
7:  iteration    17400/   37905 | consumed samples:      4454400 | consumed tokens:   9122611200 | elapsed time per iteration (s): 0.37 | learning rate: 1.231E-04 | global batch size:   256 | lm loss: 3.302461E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.216 | TFLOPs: 32.03 |
7:  iteration    17410/   37905 | consumed samples:      4456960 | consumed tokens:   9127854080 | elapsed time per iteration (s): 0.37 | learning rate: 1.230E-04 | global batch size:   256 | lm loss: 3.294968E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.687 | TFLOPs: 32.05 |
7:  iteration    17420/   37905 | consumed samples:      4459520 | consumed tokens:   9133096960 | elapsed time per iteration (s): 0.37 | learning rate: 1.229E-04 | global batch size:   256 | lm loss: 3.312101E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.740 | TFLOPs: 32.29 |
7:  iteration    17430/   37905 | consumed samples:      4462080 | consumed tokens:   9138339840 | elapsed time per iteration (s): 0.37 | learning rate: 1.229E-04 | global batch size:   256 | lm loss: 3.281029E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.012 | TFLOPs: 31.93 |
7:  iteration    17440/   37905 | consumed samples:      4464640 | consumed tokens:   9143582720 | elapsed time per iteration (s): 0.37 | learning rate: 1.228E-04 | global batch size:   256 | lm loss: 3.300533E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.672 | TFLOPs: 32.24 |
7:  iteration    17450/   37905 | consumed samples:      4467200 | consumed tokens:   9148825600 | elapsed time per iteration (s): 0.37 | learning rate: 1.227E-04 | global batch size:   256 | lm loss: 3.305895E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.185 | TFLOPs: 32.22 |
7:  iteration    17460/   37905 | consumed samples:      4469760 | consumed tokens:   9154068480 | elapsed time per iteration (s): 0.37 | learning rate: 1.226E-04 | global batch size:   256 | lm loss: 3.288077E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.623 | TFLOPs: 32.19 |
7:  iteration    17470/   37905 | consumed samples:      4472320 | consumed tokens:   9159311360 | elapsed time per iteration (s): 0.38 | learning rate: 1.226E-04 | global batch size:   256 | lm loss: 3.295462E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.057 | TFLOPs: 31.74 |
7:  iteration    17480/   37905 | consumed samples:      4474880 | consumed tokens:   9164554240 | elapsed time per iteration (s): 0.37 | learning rate: 1.225E-04 | global batch size:   256 | lm loss: 3.297770E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.998 | TFLOPs: 32.11 |
7:  iteration    17490/   37905 | consumed samples:      4477440 | consumed tokens:   9169797120 | elapsed time per iteration (s): 0.37 | learning rate: 1.224E-04 | global batch size:   256 | lm loss: 3.303799E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.411 | TFLOPs: 32.18 |
7:  iteration    17500/   37905 | consumed samples:      4480000 | consumed tokens:   9175040000 | elapsed time per iteration (s): 0.37 | learning rate: 1.223E-04 | global batch size:   256 | lm loss: 3.273750E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.633 | TFLOPs: 32.00 |
7:  iteration    17510/   37905 | consumed samples:      4482560 | consumed tokens:   9180282880 | elapsed time per iteration (s): 0.37 | learning rate: 1.223E-04 | global batch size:   256 | lm loss: 3.289766E+00 | grad norm: 0.318 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.152 | TFLOPs: 31.89 |
7:  iteration    17520/   37905 | consumed samples:      4485120 | consumed tokens:   9185525760 | elapsed time per iteration (s): 0.38 | learning rate: 1.222E-04 | global batch size:   256 | lm loss: 3.296991E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.365 | TFLOPs: 31.85 |
7:  iteration    17530/   37905 | consumed samples:      4487680 | consumed tokens:   9190768640 | elapsed time per iteration (s): 0.38 | learning rate: 1.221E-04 | global batch size:   256 | lm loss: 3.294189E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.950 | TFLOPs: 31.78 |
7:  iteration    17540/   37905 | consumed samples:      4490240 | consumed tokens:   9196011520 | elapsed time per iteration (s): 0.38 | learning rate: 1.220E-04 | global batch size:   256 | lm loss: 3.304176E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.251 | TFLOPs: 31.84 |
7:  iteration    17550/   37905 | consumed samples:      4492800 | consumed tokens:   9201254400 | elapsed time per iteration (s): 0.38 | learning rate: 1.220E-04 | global batch size:   256 | lm loss: 3.292619E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.065 | TFLOPs: 31.84 |
7:  iteration    17560/   37905 | consumed samples:      4495360 | consumed tokens:   9206497280 | elapsed time per iteration (s): 0.37 | learning rate: 1.219E-04 | global batch size:   256 | lm loss: 3.307195E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.692 | TFLOPs: 32.29 |
7:  iteration    17570/   37905 | consumed samples:      4497920 | consumed tokens:   9211740160 | elapsed time per iteration (s): 0.37 | learning rate: 1.218E-04 | global batch size:   256 | lm loss: 3.301844E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.010 | TFLOPs: 31.97 |
7:  iteration    17580/   37905 | consumed samples:      4500480 | consumed tokens:   9216983040 | elapsed time per iteration (s): 0.37 | learning rate: 1.217E-04 | global batch size:   256 | lm loss: 3.299619E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.549 | TFLOPs: 32.00 |
7:  iteration    17590/   37905 | consumed samples:      4503040 | consumed tokens:   9222225920 | elapsed time per iteration (s): 0.38 | learning rate: 1.217E-04 | global batch size:   256 | lm loss: 3.299675E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.502 | TFLOPs: 31.53 |
7:  iteration    17600/   37905 | consumed samples:      4505600 | consumed tokens:   9227468800 | elapsed time per iteration (s): 0.37 | learning rate: 1.216E-04 | global batch size:   256 | lm loss: 3.303854E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.982 | TFLOPs: 32.16 |
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7:  iteration    17930/   37905 | consumed samples:      4590080 | consumed tokens:   9400483840 | elapsed time per iteration (s): 0.37 | learning rate: 1.191E-04 | global batch size:   256 | lm loss: 3.286902E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.408 | TFLOPs: 32.18 |
7:  iteration    17940/   37905 | consumed samples:      4592640 | consumed tokens:   9405726720 | elapsed time per iteration (s): 0.37 | learning rate: 1.190E-04 | global batch size:   256 | lm loss: 3.287490E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.605 | TFLOPs: 32.05 |
7:  iteration    17950/   37905 | consumed samples:      4595200 | consumed tokens:   9410969600 | elapsed time per iteration (s): 0.37 | learning rate: 1.190E-04 | global batch size:   256 | lm loss: 3.294717E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.492 | TFLOPs: 32.28 |
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7:  iteration    17970/   37905 | consumed samples:      4600320 | consumed tokens:   9421455360 | elapsed time per iteration (s): 0.38 | learning rate: 1.188E-04 | global batch size:   256 | lm loss: 3.292905E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.675 | TFLOPs: 31.82 |
7:  iteration    17980/   37905 | consumed samples:      4602880 | consumed tokens:   9426698240 | elapsed time per iteration (s): 0.38 | learning rate: 1.187E-04 | global batch size:   256 | lm loss: 3.289762E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.360 | TFLOPs: 31.48 |
7:  iteration    17990/   37905 | consumed samples:      4605440 | consumed tokens:   9431941120 | elapsed time per iteration (s): 0.38 | learning rate: 1.187E-04 | global batch size:   256 | lm loss: 3.304623E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.759 | TFLOPs: 31.73 |
0: [2023-03-14 13:41:22,188] [INFO] [logging.py:68:log_dist] [Rank 0] step=18000, skipped=0, lr=[0.00011859190008696891, 0.00011859190008696891, 0.00011859190008696891], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    18000/   37905 | consumed samples:      4608000 | consumed tokens:   9437184000 | elapsed time per iteration (s): 0.37 | learning rate: 1.186E-04 | global batch size:   256 | lm loss: 3.294938E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.802 | TFLOPs: 32.29 |
0: steps: 18000 loss: 3.2946 iter time (s): 0.371 samples/sec: 690.419
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 18000 | lm loss value: 3.751704E+00 | lm loss PPL: 4.259362E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   18000 to checkpoints_146m20b100m
0: [2023-03-14 13:41:22,316] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step18000 is begin to save!
0: [2023-03-14 13:41:22,320] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step18000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:41:22,421] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 13:41:22,656] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step18000/mp_rank_00_model_states.pt
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6: [2023-03-14 13:41:22,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:41:22,714] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:41:22,714] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:41:22,723] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
4: [2023-03-14 13:41:22,724] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:41:22,724] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 13:41:22,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
3: [2023-03-14 13:41:22,724] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-14 13:41:22,724] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 13:41:22,724] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
5: [2023-03-14 13:41:22,725] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:41:22,725] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 13:41:22,725] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
2: [2023-03-14 13:41:22,718] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:41:22,718] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 13:41:22,718] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
2: [2023-03-14 13:41:22,719] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:41:22,719] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 13:41:22,719] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
2: [2023-03-14 13:41:22,719] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:41:22,719] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 13:41:22,720] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
2: [2023-03-14 13:41:22,723] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:41:22,723] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 13:41:22,723] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:41:22,728] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:41:22,728] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:41:22,728] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 13:41:22,728] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:41:22,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 13:41:22,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 13:41:22,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 13:41:22,730] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
7: [2023-03-14 13:41:22,730] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0: [2023-03-14 13:41:22,741] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step18000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:41:22,741] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step18000 is ready now!
0:   successfully saved checkpoint at iteration   18000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 433.51
7:  iteration    18010/   37905 | consumed samples:      4610560 | consumed tokens:   9442426880 | elapsed time per iteration (s): 0.43 | learning rate: 1.185E-04 | global batch size:   256 | lm loss: 3.300702E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 596.877 | TFLOPs: 27.86 |
7:  iteration    18020/   37905 | consumed samples:      4613120 | consumed tokens:   9447669760 | elapsed time per iteration (s): 0.37 | learning rate: 1.184E-04 | global batch size:   256 | lm loss: 3.294412E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.013 | TFLOPs: 32.02 |
7:  iteration    18030/   37905 | consumed samples:      4615680 | consumed tokens:   9452912640 | elapsed time per iteration (s): 0.37 | learning rate: 1.184E-04 | global batch size:   256 | lm loss: 3.278488E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.436 | TFLOPs: 32.27 |
7:  iteration    18040/   37905 | consumed samples:      4618240 | consumed tokens:   9458155520 | elapsed time per iteration (s): 0.37 | learning rate: 1.183E-04 | global batch size:   256 | lm loss: 3.287463E+00 | grad norm: 0.334 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.800 | TFLOPs: 32.10 |
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7:  iteration    18080/   37905 | consumed samples:      4628480 | consumed tokens:   9479127040 | elapsed time per iteration (s): 0.37 | learning rate: 1.180E-04 | global batch size:   256 | lm loss: 3.293220E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.983 | TFLOPs: 32.02 |
7:  iteration    18090/   37905 | consumed samples:      4631040 | consumed tokens:   9484369920 | elapsed time per iteration (s): 0.37 | learning rate: 1.179E-04 | global batch size:   256 | lm loss: 3.295671E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.833 | TFLOPs: 32.25 |
7:  iteration    18100/   37905 | consumed samples:      4633600 | consumed tokens:   9489612800 | elapsed time per iteration (s): 0.37 | learning rate: 1.178E-04 | global batch size:   256 | lm loss: 3.295689E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.530 | TFLOPs: 32.23 |
7:  iteration    18110/   37905 | consumed samples:      4636160 | consumed tokens:   9494855680 | elapsed time per iteration (s): 0.37 | learning rate: 1.178E-04 | global batch size:   256 | lm loss: 3.287242E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.870 | TFLOPs: 32.25 |
7:  iteration    18120/   37905 | consumed samples:      4638720 | consumed tokens:   9500098560 | elapsed time per iteration (s): 0.37 | learning rate: 1.177E-04 | global batch size:   256 | lm loss: 3.275360E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.895 | TFLOPs: 32.25 |
7:  iteration    18130/   37905 | consumed samples:      4641280 | consumed tokens:   9505341440 | elapsed time per iteration (s): 0.37 | learning rate: 1.176E-04 | global batch size:   256 | lm loss: 3.290526E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.121 | TFLOPs: 32.26 |
7:  iteration    18140/   37905 | consumed samples:      4643840 | consumed tokens:   9510584320 | elapsed time per iteration (s): 0.37 | learning rate: 1.175E-04 | global batch size:   256 | lm loss: 3.290038E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.709 | TFLOPs: 32.24 |
7:  iteration    18150/   37905 | consumed samples:      4646400 | consumed tokens:   9515827200 | elapsed time per iteration (s): 0.37 | learning rate: 1.175E-04 | global batch size:   256 | lm loss: 3.275651E+00 | grad norm: 0.322 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.642 | TFLOPs: 32.24 |
7:  iteration    18160/   37905 | consumed samples:      4648960 | consumed tokens:   9521070080 | elapsed time per iteration (s): 0.37 | learning rate: 1.174E-04 | global batch size:   256 | lm loss: 3.288595E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.277 | TFLOPs: 32.27 |
7:  iteration    18170/   37905 | consumed samples:      4651520 | consumed tokens:   9526312960 | elapsed time per iteration (s): 0.37 | learning rate: 1.173E-04 | global batch size:   256 | lm loss: 3.283741E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.193 | TFLOPs: 32.26 |
7:  iteration    18180/   37905 | consumed samples:      4654080 | consumed tokens:   9531555840 | elapsed time per iteration (s): 0.37 | learning rate: 1.172E-04 | global batch size:   256 | lm loss: 3.287333E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.950 | TFLOPs: 32.25 |
7:  iteration    18190/   37905 | consumed samples:      4656640 | consumed tokens:   9536798720 | elapsed time per iteration (s): 0.37 | learning rate: 1.172E-04 | global batch size:   256 | lm loss: 3.292027E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.231 | TFLOPs: 32.26 |
7:  iteration    18200/   37905 | consumed samples:      4659200 | consumed tokens:   9542041600 | elapsed time per iteration (s): 0.37 | learning rate: 1.171E-04 | global batch size:   256 | lm loss: 3.281699E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.289 | TFLOPs: 32.27 |
7:  iteration    18210/   37905 | consumed samples:      4661760 | consumed tokens:   9547284480 | elapsed time per iteration (s): 0.37 | learning rate: 1.170E-04 | global batch size:   256 | lm loss: 3.286640E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.909 | TFLOPs: 32.25 |
7:  iteration    18220/   37905 | consumed samples:      4664320 | consumed tokens:   9552527360 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size:   256 | lm loss: 3.279121E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.523 | TFLOPs: 32.28 |
7:  iteration    18230/   37905 | consumed samples:      4666880 | consumed tokens:   9557770240 | elapsed time per iteration (s): 0.37 | learning rate: 1.169E-04 | global batch size:   256 | lm loss: 3.277762E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.378 | TFLOPs: 32.27 |
7:  iteration    18240/   37905 | consumed samples:      4669440 | consumed tokens:   9563013120 | elapsed time per iteration (s): 0.37 | learning rate: 1.168E-04 | global batch size:   256 | lm loss: 3.268528E+00 | grad norm: 0.312 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.327 | TFLOPs: 32.27 |
7:  iteration    18250/   37905 | consumed samples:      4672000 | consumed tokens:   9568256000 | elapsed time per iteration (s): 0.37 | learning rate: 1.167E-04 | global batch size:   256 | lm loss: 3.289738E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.155 | TFLOPs: 32.26 |
7:  iteration    18260/   37905 | consumed samples:      4674560 | consumed tokens:   9573498880 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size:   256 | lm loss: 3.275175E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.202 | TFLOPs: 32.26 |
7:  iteration    18270/   37905 | consumed samples:      4677120 | consumed tokens:   9578741760 | elapsed time per iteration (s): 0.37 | learning rate: 1.166E-04 | global batch size:   256 | lm loss: 3.287014E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.345 | TFLOPs: 32.27 |
7:  iteration    18280/   37905 | consumed samples:      4679680 | consumed tokens:   9583984640 | elapsed time per iteration (s): 0.37 | learning rate: 1.165E-04 | global batch size:   256 | lm loss: 3.291034E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.645 | TFLOPs: 32.24 |
7:  iteration    18290/   37905 | consumed samples:      4682240 | consumed tokens:   9589227520 | elapsed time per iteration (s): 0.37 | learning rate: 1.164E-04 | global batch size:   256 | lm loss: 3.283501E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.347 | TFLOPs: 32.27 |
7:  iteration    18300/   37905 | consumed samples:      4684800 | consumed tokens:   9594470400 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size:   256 | lm loss: 3.287121E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.315 | TFLOPs: 32.27 |
7:  iteration    18310/   37905 | consumed samples:      4687360 | consumed tokens:   9599713280 | elapsed time per iteration (s): 0.37 | learning rate: 1.163E-04 | global batch size:   256 | lm loss: 3.292524E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.466 | TFLOPs: 32.28 |
7:  iteration    18320/   37905 | consumed samples:      4689920 | consumed tokens:   9604956160 | elapsed time per iteration (s): 0.37 | learning rate: 1.162E-04 | global batch size:   256 | lm loss: 3.294012E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.319 | TFLOPs: 32.27 |
7:  iteration    18330/   37905 | consumed samples:      4692480 | consumed tokens:   9610199040 | elapsed time per iteration (s): 0.37 | learning rate: 1.161E-04 | global batch size:   256 | lm loss: 3.272751E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.169 | TFLOPs: 32.26 |
7:  iteration    18340/   37905 | consumed samples:      4695040 | consumed tokens:   9615441920 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size:   256 | lm loss: 3.288594E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.106 | TFLOPs: 32.26 |
7:  iteration    18350/   37905 | consumed samples:      4697600 | consumed tokens:   9620684800 | elapsed time per iteration (s): 0.37 | learning rate: 1.160E-04 | global batch size:   256 | lm loss: 3.286433E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.296 | TFLOPs: 32.27 |
7:  iteration    18360/   37905 | consumed samples:      4700160 | consumed tokens:   9625927680 | elapsed time per iteration (s): 0.37 | learning rate: 1.159E-04 | global batch size:   256 | lm loss: 3.296834E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.080 | TFLOPs: 32.26 |
7:  iteration    18370/   37905 | consumed samples:      4702720 | consumed tokens:   9631170560 | elapsed time per iteration (s): 0.37 | learning rate: 1.158E-04 | global batch size:   256 | lm loss: 3.274755E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.951 | TFLOPs: 31.97 |
7:  iteration    18380/   37905 | consumed samples:      4705280 | consumed tokens:   9636413440 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size:   256 | lm loss: 3.283158E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.987 | TFLOPs: 32.25 |
7:  iteration    18390/   37905 | consumed samples:      4707840 | consumed tokens:   9641656320 | elapsed time per iteration (s): 0.37 | learning rate: 1.157E-04 | global batch size:   256 | lm loss: 3.288799E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.060 | TFLOPs: 32.26 |
7:  iteration    18400/   37905 | consumed samples:      4710400 | consumed tokens:   9646899200 | elapsed time per iteration (s): 0.37 | learning rate: 1.156E-04 | global batch size:   256 | lm loss: 3.275526E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.477 | TFLOPs: 32.28 |
7:  iteration    18410/   37905 | consumed samples:      4712960 | consumed tokens:   9652142080 | elapsed time per iteration (s): 0.37 | learning rate: 1.155E-04 | global batch size:   256 | lm loss: 3.295780E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.017 | TFLOPs: 32.25 |
7:  iteration    18420/   37905 | consumed samples:      4715520 | consumed tokens:   9657384960 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size:   256 | lm loss: 3.270541E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.436 | TFLOPs: 32.23 |
7:  iteration    18430/   37905 | consumed samples:      4718080 | consumed tokens:   9662627840 | elapsed time per iteration (s): 0.37 | learning rate: 1.154E-04 | global batch size:   256 | lm loss: 3.287811E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.022 | TFLOPs: 32.25 |
7:  iteration    18440/   37905 | consumed samples:      4720640 | consumed tokens:   9667870720 | elapsed time per iteration (s): 0.37 | learning rate: 1.153E-04 | global batch size:   256 | lm loss: 3.280269E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.030 | TFLOPs: 32.25 |
7:  iteration    18450/   37905 | consumed samples:      4723200 | consumed tokens:   9673113600 | elapsed time per iteration (s): 0.37 | learning rate: 1.152E-04 | global batch size:   256 | lm loss: 3.302928E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.866 | TFLOPs: 32.25 |
7:  iteration    18460/   37905 | consumed samples:      4725760 | consumed tokens:   9678356480 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size:   256 | lm loss: 3.282230E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.485 | TFLOPs: 32.23 |
7:  iteration    18470/   37905 | consumed samples:      4728320 | consumed tokens:   9683599360 | elapsed time per iteration (s): 0.37 | learning rate: 1.151E-04 | global batch size:   256 | lm loss: 3.270759E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.312 | TFLOPs: 32.22 |
7:  iteration    18480/   37905 | consumed samples:      4730880 | consumed tokens:   9688842240 | elapsed time per iteration (s): 0.37 | learning rate: 1.150E-04 | global batch size:   256 | lm loss: 3.282480E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.442 | TFLOPs: 32.23 |
7:  iteration    18490/   37905 | consumed samples:      4733440 | consumed tokens:   9694085120 | elapsed time per iteration (s): 0.37 | learning rate: 1.149E-04 | global batch size:   256 | lm loss: 3.285564E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.485 | TFLOPs: 32.23 |
7:  iteration    18500/   37905 | consumed samples:      4736000 | consumed tokens:   9699328000 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size:   256 | lm loss: 3.280484E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.127 | TFLOPs: 32.26 |
7:  iteration    18510/   37905 | consumed samples:      4738560 | consumed tokens:   9704570880 | elapsed time per iteration (s): 0.37 | learning rate: 1.148E-04 | global batch size:   256 | lm loss: 3.285281E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.712 | TFLOPs: 32.29 |
7:  iteration    18520/   37905 | consumed samples:      4741120 | consumed tokens:   9709813760 | elapsed time per iteration (s): 0.37 | learning rate: 1.147E-04 | global batch size:   256 | lm loss: 3.287862E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.666 | TFLOPs: 32.10 |
7:  iteration    18530/   37905 | consumed samples:      4743680 | consumed tokens:   9715056640 | elapsed time per iteration (s): 0.37 | learning rate: 1.146E-04 | global batch size:   256 | lm loss: 3.289117E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.932 | TFLOPs: 32.30 |
7:  iteration    18540/   37905 | consumed samples:      4746240 | consumed tokens:   9720299520 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size:   256 | lm loss: 3.278343E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.666 | TFLOPs: 32.28 |
7:  iteration    18550/   37905 | consumed samples:      4748800 | consumed tokens:   9725542400 | elapsed time per iteration (s): 0.37 | learning rate: 1.145E-04 | global batch size:   256 | lm loss: 3.275443E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.113 | TFLOPs: 32.31 |
7:  iteration    18560/   37905 | consumed samples:      4751360 | consumed tokens:   9730785280 | elapsed time per iteration (s): 0.37 | learning rate: 1.144E-04 | global batch size:   256 | lm loss: 3.287664E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.740 | TFLOPs: 32.29 |
7:  iteration    18570/   37905 | consumed samples:      4753920 | consumed tokens:   9736028160 | elapsed time per iteration (s): 0.37 | learning rate: 1.143E-04 | global batch size:   256 | lm loss: 3.274229E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.796 | TFLOPs: 32.29 |
7:  iteration    18580/   37905 | consumed samples:      4756480 | consumed tokens:   9741271040 | elapsed time per iteration (s): 0.37 | learning rate: 1.142E-04 | global batch size:   256 | lm loss: 3.291483E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.975 | TFLOPs: 32.30 |
7:  iteration    18590/   37905 | consumed samples:      4759040 | consumed tokens:   9746513920 | elapsed time per iteration (s): 0.37 | learning rate: 1.142E-04 | global batch size:   256 | lm loss: 3.291511E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.836 | TFLOPs: 32.29 |
7:  iteration    18600/   37905 | consumed samples:      4761600 | consumed tokens:   9751756800 | elapsed time per iteration (s): 0.37 | learning rate: 1.141E-04 | global batch size:   256 | lm loss: 3.278223E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.660 | TFLOPs: 32.28 |
7:  iteration    18610/   37905 | consumed samples:      4764160 | consumed tokens:   9756999680 | elapsed time per iteration (s): 0.37 | learning rate: 1.140E-04 | global batch size:   256 | lm loss: 3.283183E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.166 | TFLOPs: 32.31 |
7:  iteration    18620/   37905 | consumed samples:      4766720 | consumed tokens:   9762242560 | elapsed time per iteration (s): 0.37 | learning rate: 1.139E-04 | global batch size:   256 | lm loss: 3.285831E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.723 | TFLOPs: 32.29 |
7:  iteration    18630/   37905 | consumed samples:      4769280 | consumed tokens:   9767485440 | elapsed time per iteration (s): 0.37 | learning rate: 1.139E-04 | global batch size:   256 | lm loss: 3.284232E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.429 | TFLOPs: 32.27 |
7:  iteration    18640/   37905 | consumed samples:      4771840 | consumed tokens:   9772728320 | elapsed time per iteration (s): 0.37 | learning rate: 1.138E-04 | global batch size:   256 | lm loss: 3.277213E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.865 | TFLOPs: 32.29 |
7:  iteration    18650/   37905 | consumed samples:      4774400 | consumed tokens:   9777971200 | elapsed time per iteration (s): 0.37 | learning rate: 1.137E-04 | global batch size:   256 | lm loss: 3.288165E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.829 | TFLOPs: 32.29 |
7:  iteration    18660/   37905 | consumed samples:      4776960 | consumed tokens:   9783214080 | elapsed time per iteration (s): 0.37 | learning rate: 1.136E-04 | global batch size:   256 | lm loss: 3.279652E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.470 | TFLOPs: 32.28 |
7:  iteration    18670/   37905 | consumed samples:      4779520 | consumed tokens:   9788456960 | elapsed time per iteration (s): 0.37 | learning rate: 1.136E-04 | global batch size:   256 | lm loss: 3.267833E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.824 | TFLOPs: 32.29 |
7:  iteration    18680/   37905 | consumed samples:      4782080 | consumed tokens:   9793699840 | elapsed time per iteration (s): 0.37 | learning rate: 1.135E-04 | global batch size:   256 | lm loss: 3.278748E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.599 | TFLOPs: 32.28 |
7:  iteration    18690/   37905 | consumed samples:      4784640 | consumed tokens:   9798942720 | elapsed time per iteration (s): 0.37 | learning rate: 1.134E-04 | global batch size:   256 | lm loss: 3.280384E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.587 | TFLOPs: 32.28 |
7:  iteration    18700/   37905 | consumed samples:      4787200 | consumed tokens:   9804185600 | elapsed time per iteration (s): 0.37 | learning rate: 1.133E-04 | global batch size:   256 | lm loss: 3.271702E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.577 | TFLOPs: 32.28 |
7:  iteration    18710/   37905 | consumed samples:      4789760 | consumed tokens:   9809428480 | elapsed time per iteration (s): 0.37 | learning rate: 1.133E-04 | global batch size:   256 | lm loss: 3.271839E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.600 | TFLOPs: 32.28 |
7:  iteration    18720/   37905 | consumed samples:      4792320 | consumed tokens:   9814671360 | elapsed time per iteration (s): 0.37 | learning rate: 1.132E-04 | global batch size:   256 | lm loss: 3.285621E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.665 | TFLOPs: 32.28 |
7:  iteration    18730/   37905 | consumed samples:      4794880 | consumed tokens:   9819914240 | elapsed time per iteration (s): 0.37 | learning rate: 1.131E-04 | global batch size:   256 | lm loss: 3.288678E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.805 | TFLOPs: 32.29 |
7:  iteration    18740/   37905 | consumed samples:      4797440 | consumed tokens:   9825157120 | elapsed time per iteration (s): 0.37 | learning rate: 1.130E-04 | global batch size:   256 | lm loss: 3.268454E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.483 | TFLOPs: 32.28 |
7:  iteration    18750/   37905 | consumed samples:      4800000 | consumed tokens:   9830400000 | elapsed time per iteration (s): 0.37 | learning rate: 1.130E-04 | global batch size:   256 | lm loss: 3.263102E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.560 | TFLOPs: 32.28 |
7:  iteration    18760/   37905 | consumed samples:      4802560 | consumed tokens:   9835642880 | elapsed time per iteration (s): 0.37 | learning rate: 1.129E-04 | global batch size:   256 | lm loss: 3.295074E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.858 | TFLOPs: 32.29 |
7:  iteration    18770/   37905 | consumed samples:      4805120 | consumed tokens:   9840885760 | elapsed time per iteration (s): 0.37 | learning rate: 1.128E-04 | global batch size:   256 | lm loss: 3.283726E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.579 | TFLOPs: 32.33 |
7:  iteration    18780/   37905 | consumed samples:      4807680 | consumed tokens:   9846128640 | elapsed time per iteration (s): 0.37 | learning rate: 1.127E-04 | global batch size:   256 | lm loss: 3.274252E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.551 | TFLOPs: 32.33 |
7:  iteration    18790/   37905 | consumed samples:      4810240 | consumed tokens:   9851371520 | elapsed time per iteration (s): 0.37 | learning rate: 1.127E-04 | global batch size:   256 | lm loss: 3.280620E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.479 | TFLOPs: 32.32 |
7:  iteration    18800/   37905 | consumed samples:      4812800 | consumed tokens:   9856614400 | elapsed time per iteration (s): 0.37 | learning rate: 1.126E-04 | global batch size:   256 | lm loss: 3.281549E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.417 | TFLOPs: 32.32 |
7:  iteration    18810/   37905 | consumed samples:      4815360 | consumed tokens:   9861857280 | elapsed time per iteration (s): 0.37 | learning rate: 1.125E-04 | global batch size:   256 | lm loss: 3.278083E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.403 | TFLOPs: 32.32 |
7:  iteration    18820/   37905 | consumed samples:      4817920 | consumed tokens:   9867100160 | elapsed time per iteration (s): 0.37 | learning rate: 1.124E-04 | global batch size:   256 | lm loss: 3.275161E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.496 | TFLOPs: 32.32 |
7:  iteration    18830/   37905 | consumed samples:      4820480 | consumed tokens:   9872343040 | elapsed time per iteration (s): 0.37 | learning rate: 1.124E-04 | global batch size:   256 | lm loss: 3.270104E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.314 | TFLOPs: 32.31 |
7:  iteration    18840/   37905 | consumed samples:      4823040 | consumed tokens:   9877585920 | elapsed time per iteration (s): 0.37 | learning rate: 1.123E-04 | global batch size:   256 | lm loss: 3.287082E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.555 | TFLOPs: 32.33 |
7:  iteration    18850/   37905 | consumed samples:      4825600 | consumed tokens:   9882828800 | elapsed time per iteration (s): 0.37 | learning rate: 1.122E-04 | global batch size:   256 | lm loss: 3.275117E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.465 | TFLOPs: 32.32 |
7:  iteration    18860/   37905 | consumed samples:      4828160 | consumed tokens:   9888071680 | elapsed time per iteration (s): 0.37 | learning rate: 1.121E-04 | global batch size:   256 | lm loss: 3.274195E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.438 | TFLOPs: 32.32 |
7:  iteration    18870/   37905 | consumed samples:      4830720 | consumed tokens:   9893314560 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size:   256 | lm loss: 3.287036E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.278 | TFLOPs: 32.31 |
7:  iteration    18880/   37905 | consumed samples:      4833280 | consumed tokens:   9898557440 | elapsed time per iteration (s): 0.37 | learning rate: 1.120E-04 | global batch size:   256 | lm loss: 3.288255E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.490 | TFLOPs: 32.32 |
7:  iteration    18890/   37905 | consumed samples:      4835840 | consumed tokens:   9903800320 | elapsed time per iteration (s): 0.37 | learning rate: 1.119E-04 | global batch size:   256 | lm loss: 3.286533E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.539 | TFLOPs: 32.33 |
7:  iteration    18900/   37905 | consumed samples:      4838400 | consumed tokens:   9909043200 | elapsed time per iteration (s): 0.37 | learning rate: 1.118E-04 | global batch size:   256 | lm loss: 3.266869E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.762 | TFLOPs: 32.34 |
7:  iteration    18910/   37905 | consumed samples:      4840960 | consumed tokens:   9914286080 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size:   256 | lm loss: 3.278184E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.542 | TFLOPs: 32.33 |
7:  iteration    18920/   37905 | consumed samples:      4843520 | consumed tokens:   9919528960 | elapsed time per iteration (s): 0.37 | learning rate: 1.117E-04 | global batch size:   256 | lm loss: 3.280707E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.640 | TFLOPs: 32.33 |
7:  iteration    18930/   37905 | consumed samples:      4846080 | consumed tokens:   9924771840 | elapsed time per iteration (s): 0.37 | learning rate: 1.116E-04 | global batch size:   256 | lm loss: 3.290295E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.378 | TFLOPs: 32.32 |
7:  iteration    18940/   37905 | consumed samples:      4848640 | consumed tokens:   9930014720 | elapsed time per iteration (s): 0.37 | learning rate: 1.115E-04 | global batch size:   256 | lm loss: 3.293158E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.495 | TFLOPs: 32.32 |
7:  iteration    18950/   37905 | consumed samples:      4851200 | consumed tokens:   9935257600 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size:   256 | lm loss: 3.289394E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.296 | TFLOPs: 32.31 |
7:  iteration    18960/   37905 | consumed samples:      4853760 | consumed tokens:   9940500480 | elapsed time per iteration (s): 0.37 | learning rate: 1.114E-04 | global batch size:   256 | lm loss: 3.274617E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.687 | TFLOPs: 32.33 |
7:  iteration    18970/   37905 | consumed samples:      4856320 | consumed tokens:   9945743360 | elapsed time per iteration (s): 0.37 | learning rate: 1.113E-04 | global batch size:   256 | lm loss: 3.275667E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.685 | TFLOPs: 32.33 |
7:  iteration    18980/   37905 | consumed samples:      4858880 | consumed tokens:   9950986240 | elapsed time per iteration (s): 0.37 | learning rate: 1.112E-04 | global batch size:   256 | lm loss: 3.271302E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.782 | TFLOPs: 32.34 |
7:  iteration    18990/   37905 | consumed samples:      4861440 | consumed tokens:   9956229120 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size:   256 | lm loss: 3.289786E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.383 | TFLOPs: 32.32 |
7:  iteration    19000/   37905 | consumed samples:      4864000 | consumed tokens:   9961472000 | elapsed time per iteration (s): 0.37 | learning rate: 1.111E-04 | global batch size:   256 | lm loss: 3.278487E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.719 | TFLOPs: 32.33 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 19000 | lm loss value: 3.710529E+00 | lm loss PPL: 4.087544E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   19000 to checkpoints_146m20b100m
0: [2023-03-14 13:47:33,233] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step19000 is begin to save!
0: [2023-03-14 13:47:33,236] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step19000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:47:33,326] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/layer_01-model_00-model_states.pt.
0: [2023-03-14 13:47:33,327] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step19000/layer_03-model_00-model_states.pt...
0: [2023-03-14 13:47:33,342] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/layer_03-model_00-model_states.pt.
0: [2023-03-14 13:47:33,343] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step19000/layer_04-model_00-model_states.pt...
0: [2023-03-14 13:47:33,357] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/layer_04-model_00-model_states.pt.
0: [2023-03-14 13:47:33,358] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step19000/layer_05-model_00-model_states.pt...
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1: [2023-03-14 13:47:33,612] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:47:33,612] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 13:47:33,612] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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1: [2023-03-14 13:47:33,613] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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5: [2023-03-14 13:47:33,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-14 13:47:33,621] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
5: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
1: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
6: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
2: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
1: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
6: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
1: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
7: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 13:47:33,622] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
7: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-14 13:47:33,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-14 13:47:33,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 13:47:33,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-14 13:47:33,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:47:33,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
6: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:47:33,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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5: [2023-03-14 13:47:33,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 13:47:33,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 13:47:33,629] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,629] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
4: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
1: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 13:47:33,629] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 13:47:33,629] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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2: [2023-03-14 13:47:33,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 13:47:33,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
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2: [2023-03-14 13:47:33,628] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 13:47:33,628] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0: [2023-03-14 13:47:33,640] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step19000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 13:47:33,640] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step19000 is ready now!
0:   successfully saved checkpoint at iteration   19000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 413.11
7:  iteration    19010/   37905 | consumed samples:      4866560 | consumed tokens:   9966714880 | elapsed time per iteration (s): 0.42 | learning rate: 1.110E-04 | global batch size:   256 | lm loss: 3.276847E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 609.013 | TFLOPs: 28.43 |
7:  iteration    19020/   37905 | consumed samples:      4869120 | consumed tokens:   9971957760 | elapsed time per iteration (s): 0.37 | learning rate: 1.109E-04 | global batch size:   256 | lm loss: 3.276762E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.690 | TFLOPs: 32.33 |
7:  iteration    19030/   37905 | consumed samples:      4871680 | consumed tokens:   9977200640 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size:   256 | lm loss: 3.273153E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.888 | TFLOPs: 32.34 |
7:  iteration    19040/   37905 | consumed samples:      4874240 | consumed tokens:   9982443520 | elapsed time per iteration (s): 0.37 | learning rate: 1.108E-04 | global batch size:   256 | lm loss: 3.266013E+00 | grad norm: 0.303 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.638 | TFLOPs: 32.33 |
7:  iteration    19050/   37905 | consumed samples:      4876800 | consumed tokens:   9987686400 | elapsed time per iteration (s): 0.37 | learning rate: 1.107E-04 | global batch size:   256 | lm loss: 3.281724E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.635 | TFLOPs: 32.33 |
7:  iteration    19060/   37905 | consumed samples:      4879360 | consumed tokens:   9992929280 | elapsed time per iteration (s): 0.37 | learning rate: 1.106E-04 | global batch size:   256 | lm loss: 3.281002E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.690 | TFLOPs: 32.33 |
7:  iteration    19070/   37905 | consumed samples:      4881920 | consumed tokens:   9998172160 | elapsed time per iteration (s): 0.37 | learning rate: 1.105E-04 | global batch size:   256 | lm loss: 3.275518E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.764 | TFLOPs: 31.87 |
7:  iteration    19080/   37905 | consumed samples:      4884480 | consumed tokens:  10003415040 | elapsed time per iteration (s): 0.38 | learning rate: 1.105E-04 | global batch size:   256 | lm loss: 3.273525E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.955 | TFLOPs: 31.78 |
7:  iteration    19090/   37905 | consumed samples:      4887040 | consumed tokens:  10008657920 | elapsed time per iteration (s): 0.37 | learning rate: 1.104E-04 | global batch size:   256 | lm loss: 3.271091E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.013 | TFLOPs: 32.30 |
7:  iteration    19100/   37905 | consumed samples:      4889600 | consumed tokens:  10013900800 | elapsed time per iteration (s): 0.37 | learning rate: 1.103E-04 | global batch size:   256 | lm loss: 3.269647E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.482 | TFLOPs: 32.32 |
7:  iteration    19110/   37905 | consumed samples:      4892160 | consumed tokens:  10019143680 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size:   256 | lm loss: 3.263282E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.860 | TFLOPs: 32.34 |
7:  iteration    19120/   37905 | consumed samples:      4894720 | consumed tokens:  10024386560 | elapsed time per iteration (s): 0.37 | learning rate: 1.102E-04 | global batch size:   256 | lm loss: 3.278562E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.996 | TFLOPs: 32.35 |
7:  iteration    19130/   37905 | consumed samples:      4897280 | consumed tokens:  10029629440 | elapsed time per iteration (s): 0.37 | learning rate: 1.101E-04 | global batch size:   256 | lm loss: 3.274232E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.701 | TFLOPs: 32.33 |
7:  iteration    19140/   37905 | consumed samples:      4899840 | consumed tokens:  10034872320 | elapsed time per iteration (s): 0.37 | learning rate: 1.100E-04 | global batch size:   256 | lm loss: 3.276377E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.738 | TFLOPs: 32.33 |
7:  iteration    19150/   37905 | consumed samples:      4902400 | consumed tokens:  10040115200 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size:   256 | lm loss: 3.274675E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.412 | TFLOPs: 32.32 |
7:  iteration    19160/   37905 | consumed samples:      4904960 | consumed tokens:  10045358080 | elapsed time per iteration (s): 0.37 | learning rate: 1.099E-04 | global batch size:   256 | lm loss: 3.280024E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.470 | TFLOPs: 32.32 |
7:  iteration    19170/   37905 | consumed samples:      4907520 | consumed tokens:  10050600960 | elapsed time per iteration (s): 0.37 | learning rate: 1.098E-04 | global batch size:   256 | lm loss: 3.279173E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.556 | TFLOPs: 32.33 |
7:  iteration    19180/   37905 | consumed samples:      4910080 | consumed tokens:  10055843840 | elapsed time per iteration (s): 0.37 | learning rate: 1.097E-04 | global batch size:   256 | lm loss: 3.270842E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.395 | TFLOPs: 32.32 |
7:  iteration    19190/   37905 | consumed samples:      4912640 | consumed tokens:  10061086720 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size:   256 | lm loss: 3.283595E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.293 | TFLOPs: 32.31 |
7:  iteration    19200/   37905 | consumed samples:      4915200 | consumed tokens:  10066329600 | elapsed time per iteration (s): 0.37 | learning rate: 1.096E-04 | global batch size:   256 | lm loss: 3.280012E+00 | grad norm: 0.314 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.445 | TFLOPs: 32.32 |
7:  iteration    19210/   37905 | consumed samples:      4917760 | consumed tokens:  10071572480 | elapsed time per iteration (s): 0.37 | learning rate: 1.095E-04 | global batch size:   256 | lm loss: 3.269457E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.888 | TFLOPs: 32.29 |
7:  iteration    19220/   37905 | consumed samples:      4920320 | consumed tokens:  10076815360 | elapsed time per iteration (s): 0.37 | learning rate: 1.094E-04 | global batch size:   256 | lm loss: 3.290415E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.440 | TFLOPs: 32.32 |
7:  iteration    19230/   37905 | consumed samples:      4922880 | consumed tokens:  10082058240 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size:   256 | lm loss: 3.281725E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.024 | TFLOPs: 32.30 |
7:  iteration    19240/   37905 | consumed samples:      4925440 | consumed tokens:  10087301120 | elapsed time per iteration (s): 0.37 | learning rate: 1.093E-04 | global batch size:   256 | lm loss: 3.274993E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.556 | TFLOPs: 32.33 |
7:  iteration    19250/   37905 | consumed samples:      4928000 | consumed tokens:  10092544000 | elapsed time per iteration (s): 0.37 | learning rate: 1.092E-04 | global batch size:   256 | lm loss: 3.275266E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.648 | TFLOPs: 32.33 |
7:  iteration    19260/   37905 | consumed samples:      4930560 | consumed tokens:  10097786880 | elapsed time per iteration (s): 0.37 | learning rate: 1.091E-04 | global batch size:   256 | lm loss: 3.269185E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.087 | TFLOPs: 32.30 |
7:  iteration    19270/   37905 | consumed samples:      4933120 | consumed tokens:  10103029760 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size:   256 | lm loss: 3.281049E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.126 | TFLOPs: 32.31 |
7:  iteration    19280/   37905 | consumed samples:      4935680 | consumed tokens:  10108272640 | elapsed time per iteration (s): 0.37 | learning rate: 1.090E-04 | global batch size:   256 | lm loss: 3.275881E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.923 | TFLOPs: 32.30 |
7:  iteration    19290/   37905 | consumed samples:      4938240 | consumed tokens:  10113515520 | elapsed time per iteration (s): 0.37 | learning rate: 1.089E-04 | global batch size:   256 | lm loss: 3.275991E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.337 | TFLOPs: 32.32 |
7:  iteration    19300/   37905 | consumed samples:      4940800 | consumed tokens:  10118758400 | elapsed time per iteration (s): 0.37 | learning rate: 1.088E-04 | global batch size:   256 | lm loss: 3.273752E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.434 | TFLOPs: 32.32 |
7:  iteration    19310/   37905 | consumed samples:      4943360 | consumed tokens:  10124001280 | elapsed time per iteration (s): 0.37 | learning rate: 1.087E-04 | global batch size:   256 | lm loss: 3.287808E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.600 | TFLOPs: 32.33 |
7:  iteration    19320/   37905 | consumed samples:      4945920 | consumed tokens:  10129244160 | elapsed time per iteration (s): 0.37 | learning rate: 1.087E-04 | global batch size:   256 | lm loss: 3.277921E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.610 | TFLOPs: 32.33 |
7:  iteration    19330/   37905 | consumed samples:      4948480 | consumed tokens:  10134487040 | elapsed time per iteration (s): 0.37 | learning rate: 1.086E-04 | global batch size:   256 | lm loss: 3.275095E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.246 | TFLOPs: 32.31 |
7:  iteration    19340/   37905 | consumed samples:      4951040 | consumed tokens:  10139729920 | elapsed time per iteration (s): 0.37 | learning rate: 1.085E-04 | global batch size:   256 | lm loss: 3.265516E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.435 | TFLOPs: 32.32 |
7:  iteration    19350/   37905 | consumed samples:      4953600 | consumed tokens:  10144972800 | elapsed time per iteration (s): 0.37 | learning rate: 1.084E-04 | global batch size:   256 | lm loss: 3.279982E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.297 | TFLOPs: 32.31 |
7:  iteration    19360/   37905 | consumed samples:      4956160 | consumed tokens:  10150215680 | elapsed time per iteration (s): 0.37 | learning rate: 1.084E-04 | global batch size:   256 | lm loss: 3.276575E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.607 | TFLOPs: 32.28 |
7:  iteration    19370/   37905 | consumed samples:      4958720 | consumed tokens:  10155458560 | elapsed time per iteration (s): 0.37 | learning rate: 1.083E-04 | global batch size:   256 | lm loss: 3.279832E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.519 | TFLOPs: 32.28 |
7:  iteration    19380/   37905 | consumed samples:      4961280 | consumed tokens:  10160701440 | elapsed time per iteration (s): 0.37 | learning rate: 1.082E-04 | global batch size:   256 | lm loss: 3.276656E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.220 | TFLOPs: 32.31 |
7:  iteration    19390/   37905 | consumed samples:      4963840 | consumed tokens:  10165944320 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size:   256 | lm loss: 3.275953E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.848 | TFLOPs: 32.29 |
7:  iteration    19400/   37905 | consumed samples:      4966400 | consumed tokens:  10171187200 | elapsed time per iteration (s): 0.37 | learning rate: 1.081E-04 | global batch size:   256 | lm loss: 3.273954E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.802 | TFLOPs: 32.29 |
7:  iteration    19410/   37905 | consumed samples:      4968960 | consumed tokens:  10176430080 | elapsed time per iteration (s): 0.37 | learning rate: 1.080E-04 | global batch size:   256 | lm loss: 3.267893E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.795 | TFLOPs: 32.29 |
7:  iteration    19420/   37905 | consumed samples:      4971520 | consumed tokens:  10181672960 | elapsed time per iteration (s): 0.37 | learning rate: 1.079E-04 | global batch size:   256 | lm loss: 3.275628E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.810 | TFLOPs: 32.29 |
7:  iteration    19430/   37905 | consumed samples:      4974080 | consumed tokens:  10186915840 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size:   256 | lm loss: 3.262158E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.994 | TFLOPs: 32.30 |
7:  iteration    19440/   37905 | consumed samples:      4976640 | consumed tokens:  10192158720 | elapsed time per iteration (s): 0.37 | learning rate: 1.078E-04 | global batch size:   256 | lm loss: 3.277595E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.850 | TFLOPs: 32.29 |
7:  iteration    19450/   37905 | consumed samples:      4979200 | consumed tokens:  10197401600 | elapsed time per iteration (s): 0.37 | learning rate: 1.077E-04 | global batch size:   256 | lm loss: 3.278583E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.792 | TFLOPs: 32.29 |
7:  iteration    19460/   37905 | consumed samples:      4981760 | consumed tokens:  10202644480 | elapsed time per iteration (s): 0.37 | learning rate: 1.076E-04 | global batch size:   256 | lm loss: 3.271976E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.697 | TFLOPs: 32.29 |
7:  iteration    19470/   37905 | consumed samples:      4984320 | consumed tokens:  10207887360 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size:   256 | lm loss: 3.266979E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.267 | TFLOPs: 32.31 |
7:  iteration    19480/   37905 | consumed samples:      4986880 | consumed tokens:  10213130240 | elapsed time per iteration (s): 0.37 | learning rate: 1.075E-04 | global batch size:   256 | lm loss: 3.270509E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.239 | TFLOPs: 32.26 |
7:  iteration    19490/   37905 | consumed samples:      4989440 | consumed tokens:  10218373120 | elapsed time per iteration (s): 0.37 | learning rate: 1.074E-04 | global batch size:   256 | lm loss: 3.270154E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.147 | TFLOPs: 32.26 |
7:  iteration    19500/   37905 | consumed samples:      4992000 | consumed tokens:  10223616000 | elapsed time per iteration (s): 0.37 | learning rate: 1.073E-04 | global batch size:   256 | lm loss: 3.275145E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.235 | TFLOPs: 32.26 |
7:  iteration    19510/   37905 | consumed samples:      4994560 | consumed tokens:  10228858880 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size:   256 | lm loss: 3.284537E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.227 | TFLOPs: 32.26 |
7:  iteration    19520/   37905 | consumed samples:      4997120 | consumed tokens:  10234101760 | elapsed time per iteration (s): 0.37 | learning rate: 1.072E-04 | global batch size:   256 | lm loss: 3.284719E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.993 | TFLOPs: 32.30 |
7:  iteration    19530/   37905 | consumed samples:      4999680 | consumed tokens:  10239344640 | elapsed time per iteration (s): 0.37 | learning rate: 1.071E-04 | global batch size:   256 | lm loss: 3.285957E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.235 | TFLOPs: 32.26 |
7:  iteration    19540/   37905 | consumed samples:      5002240 | consumed tokens:  10244587520 | elapsed time per iteration (s): 0.37 | learning rate: 1.070E-04 | global batch size:   256 | lm loss: 3.280259E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.277 | TFLOPs: 32.27 |
7:  iteration    19550/   37905 | consumed samples:      5004800 | consumed tokens:  10249830400 | elapsed time per iteration (s): 0.37 | learning rate: 1.069E-04 | global batch size:   256 | lm loss: 3.271550E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.361 | TFLOPs: 32.32 |
7:  iteration    19560/   37905 | consumed samples:      5007360 | consumed tokens:  10255073280 | elapsed time per iteration (s): 0.37 | learning rate: 1.069E-04 | global batch size:   256 | lm loss: 3.280476E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.059 | TFLOPs: 32.30 |
7:  iteration    19570/   37905 | consumed samples:      5009920 | consumed tokens:  10260316160 | elapsed time per iteration (s): 0.37 | learning rate: 1.068E-04 | global batch size:   256 | lm loss: 3.280012E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.831 | TFLOPs: 32.15 |
7:  iteration    19580/   37905 | consumed samples:      5012480 | consumed tokens:  10265559040 | elapsed time per iteration (s): 0.37 | learning rate: 1.067E-04 | global batch size:   256 | lm loss: 3.276542E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.037 | TFLOPs: 32.30 |
7:  iteration    19590/   37905 | consumed samples:      5015040 | consumed tokens:  10270801920 | elapsed time per iteration (s): 0.37 | learning rate: 1.066E-04 | global batch size:   256 | lm loss: 3.264174E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.509 | TFLOPs: 32.32 |
7:  iteration    19600/   37905 | consumed samples:      5017600 | consumed tokens:  10276044800 | elapsed time per iteration (s): 0.37 | learning rate: 1.066E-04 | global batch size:   256 | lm loss: 3.247624E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.536 | TFLOPs: 32.28 |
7:  iteration    19610/   37905 | consumed samples:      5020160 | consumed tokens:  10281287680 | elapsed time per iteration (s): 0.37 | learning rate: 1.065E-04 | global batch size:   256 | lm loss: 3.269160E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.376 | TFLOPs: 32.32 |
7:  iteration    19620/   37905 | consumed samples:      5022720 | consumed tokens:  10286530560 | elapsed time per iteration (s): 0.37 | learning rate: 1.064E-04 | global batch size:   256 | lm loss: 3.277135E+00 | grad norm: 0.305 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.353 | TFLOPs: 32.32 |
7:  iteration    19630/   37905 | consumed samples:      5025280 | consumed tokens:  10291773440 | elapsed time per iteration (s): 0.37 | learning rate: 1.063E-04 | global batch size:   256 | lm loss: 3.285563E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.490 | TFLOPs: 32.32 |
7:  iteration    19640/   37905 | consumed samples:      5027840 | consumed tokens:  10297016320 | elapsed time per iteration (s): 0.37 | learning rate: 1.062E-04 | global batch size:   256 | lm loss: 3.281311E+00 | grad norm: 0.315 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.135 | TFLOPs: 32.31 |
7:  iteration    19650/   37905 | consumed samples:      5030400 | consumed tokens:  10302259200 | elapsed time per iteration (s): 0.37 | learning rate: 1.062E-04 | global batch size:   256 | lm loss: 3.265570E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.153 | TFLOPs: 32.31 |
7:  iteration    19660/   37905 | consumed samples:      5032960 | consumed tokens:  10307502080 | elapsed time per iteration (s): 0.37 | learning rate: 1.061E-04 | global batch size:   256 | lm loss: 3.277956E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.635 | TFLOPs: 32.28 |
7:  iteration    19670/   37905 | consumed samples:      5035520 | consumed tokens:  10312744960 | elapsed time per iteration (s): 0.37 | learning rate: 1.060E-04 | global batch size:   256 | lm loss: 3.259013E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.792 | TFLOPs: 32.29 |
7:  iteration    19680/   37905 | consumed samples:      5038080 | consumed tokens:  10317987840 | elapsed time per iteration (s): 0.37 | learning rate: 1.059E-04 | global batch size:   256 | lm loss: 3.262630E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.446 | TFLOPs: 32.27 |
7:  iteration    19690/   37905 | consumed samples:      5040640 | consumed tokens:  10323230720 | elapsed time per iteration (s): 0.37 | learning rate: 1.059E-04 | global batch size:   256 | lm loss: 3.282514E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.785 | TFLOPs: 32.29 |
7:  iteration    19700/   37905 | consumed samples:      5043200 | consumed tokens:  10328473600 | elapsed time per iteration (s): 0.37 | learning rate: 1.058E-04 | global batch size:   256 | lm loss: 3.275690E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.152 | TFLOPs: 32.31 |
7:  iteration    19710/   37905 | consumed samples:      5045760 | consumed tokens:  10333716480 | elapsed time per iteration (s): 0.37 | learning rate: 1.057E-04 | global batch size:   256 | lm loss: 3.274395E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.001 | TFLOPs: 32.30 |
7:  iteration    19720/   37905 | consumed samples:      5048320 | consumed tokens:  10338959360 | elapsed time per iteration (s): 0.37 | learning rate: 1.056E-04 | global batch size:   256 | lm loss: 3.269823E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.967 | TFLOPs: 32.30 |
7:  iteration    19730/   37905 | consumed samples:      5050880 | consumed tokens:  10344202240 | elapsed time per iteration (s): 0.37 | learning rate: 1.056E-04 | global batch size:   256 | lm loss: 3.278437E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.267 | TFLOPs: 32.31 |
7:  iteration    19740/   37905 | consumed samples:      5053440 | consumed tokens:  10349445120 | elapsed time per iteration (s): 0.37 | learning rate: 1.055E-04 | global batch size:   256 | lm loss: 3.262693E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.677 | TFLOPs: 32.28 |
7:  iteration    19750/   37905 | consumed samples:      5056000 | consumed tokens:  10354688000 | elapsed time per iteration (s): 0.37 | learning rate: 1.054E-04 | global batch size:   256 | lm loss: 3.265522E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.807 | TFLOPs: 32.29 |
7:  iteration    19760/   37905 | consumed samples:      5058560 | consumed tokens:  10359930880 | elapsed time per iteration (s): 0.37 | learning rate: 1.053E-04 | global batch size:   256 | lm loss: 3.256882E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.852 | TFLOPs: 32.29 |
7:  iteration    19770/   37905 | consumed samples:      5061120 | consumed tokens:  10365173760 | elapsed time per iteration (s): 0.37 | learning rate: 1.053E-04 | global batch size:   256 | lm loss: 3.265489E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.091 | TFLOPs: 32.30 |
7:  iteration    19780/   37905 | consumed samples:      5063680 | consumed tokens:  10370416640 | elapsed time per iteration (s): 0.37 | learning rate: 1.052E-04 | global batch size:   256 | lm loss: 3.256083E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.057 | TFLOPs: 32.30 |
7:  iteration    19790/   37905 | consumed samples:      5066240 | consumed tokens:  10375659520 | elapsed time per iteration (s): 0.37 | learning rate: 1.051E-04 | global batch size:   256 | lm loss: 3.261856E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.984 | TFLOPs: 32.30 |
7:  iteration    19800/   37905 | consumed samples:      5068800 | consumed tokens:  10380902400 | elapsed time per iteration (s): 0.37 | learning rate: 1.050E-04 | global batch size:   256 | lm loss: 3.268828E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.993 | TFLOPs: 32.30 |
7:  iteration    19810/   37905 | consumed samples:      5071360 | consumed tokens:  10386145280 | elapsed time per iteration (s): 0.37 | learning rate: 1.050E-04 | global batch size:   256 | lm loss: 3.265510E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.008 | TFLOPs: 32.30 |
7:  iteration    19820/   37905 | consumed samples:      5073920 | consumed tokens:  10391388160 | elapsed time per iteration (s): 0.37 | learning rate: 1.049E-04 | global batch size:   256 | lm loss: 3.281593E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.149 | TFLOPs: 32.31 |
7:  iteration    19830/   37905 | consumed samples:      5076480 | consumed tokens:  10396631040 | elapsed time per iteration (s): 0.37 | learning rate: 1.048E-04 | global batch size:   256 | lm loss: 3.257310E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.357 | TFLOPs: 32.32 |
7:  iteration    19840/   37905 | consumed samples:      5079040 | consumed tokens:  10401873920 | elapsed time per iteration (s): 0.37 | learning rate: 1.047E-04 | global batch size:   256 | lm loss: 3.262820E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.081 | TFLOPs: 32.30 |
7:  iteration    19850/   37905 | consumed samples:      5081600 | consumed tokens:  10407116800 | elapsed time per iteration (s): 0.37 | learning rate: 1.047E-04 | global batch size:   256 | lm loss: 3.270057E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.119 | TFLOPs: 32.31 |
7:  iteration    19860/   37905 | consumed samples:      5084160 | consumed tokens:  10412359680 | elapsed time per iteration (s): 0.37 | learning rate: 1.046E-04 | global batch size:   256 | lm loss: 3.266235E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.158 | TFLOPs: 32.31 |
7:  iteration    19870/   37905 | consumed samples:      5086720 | consumed tokens:  10417602560 | elapsed time per iteration (s): 0.37 | learning rate: 1.045E-04 | global batch size:   256 | lm loss: 3.268875E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.912 | TFLOPs: 32.30 |
7:  iteration    19880/   37905 | consumed samples:      5089280 | consumed tokens:  10422845440 | elapsed time per iteration (s): 0.37 | learning rate: 1.044E-04 | global batch size:   256 | lm loss: 3.255514E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.000 | TFLOPs: 32.30 |
7:  iteration    19890/   37905 | consumed samples:      5091840 | consumed tokens:  10428088320 | elapsed time per iteration (s): 0.37 | learning rate: 1.044E-04 | global batch size:   256 | lm loss: 3.265812E+00 | grad norm: 0.326 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.150 | TFLOPs: 32.31 |
7:  iteration    19900/   37905 | consumed samples:      5094400 | consumed tokens:  10433331200 | elapsed time per iteration (s): 0.37 | learning rate: 1.043E-04 | global batch size:   256 | lm loss: 3.259360E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.385 | TFLOPs: 32.32 |
7:  iteration    19910/   37905 | consumed samples:      5096960 | consumed tokens:  10438574080 | elapsed time per iteration (s): 0.37 | learning rate: 1.042E-04 | global batch size:   256 | lm loss: 3.257728E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.191 | TFLOPs: 32.31 |
7:  iteration    19920/   37905 | consumed samples:      5099520 | consumed tokens:  10443816960 | elapsed time per iteration (s): 0.37 | learning rate: 1.041E-04 | global batch size:   256 | lm loss: 3.268529E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.174 | TFLOPs: 32.31 |
7:  iteration    19930/   37905 | consumed samples:      5102080 | consumed tokens:  10449059840 | elapsed time per iteration (s): 0.37 | learning rate: 1.041E-04 | global batch size:   256 | lm loss: 3.260705E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.333 | TFLOPs: 32.32 |
7:  iteration    19940/   37905 | consumed samples:      5104640 | consumed tokens:  10454302720 | elapsed time per iteration (s): 0.37 | learning rate: 1.040E-04 | global batch size:   256 | lm loss: 3.282257E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.122 | TFLOPs: 32.31 |
7:  iteration    19950/   37905 | consumed samples:      5107200 | consumed tokens:  10459545600 | elapsed time per iteration (s): 0.37 | learning rate: 1.039E-04 | global batch size:   256 | lm loss: 3.268972E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.356 | TFLOPs: 32.32 |
7:  iteration    19960/   37905 | consumed samples:      5109760 | consumed tokens:  10464788480 | elapsed time per iteration (s): 0.37 | learning rate: 1.038E-04 | global batch size:   256 | lm loss: 3.275465E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.851 | TFLOPs: 32.29 |
7:  iteration    19970/   37905 | consumed samples:      5112320 | consumed tokens:  10470031360 | elapsed time per iteration (s): 0.38 | learning rate: 1.038E-04 | global batch size:   256 | lm loss: 3.275093E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.040 | TFLOPs: 31.74 |
7:  iteration    19980/   37905 | consumed samples:      5114880 | consumed tokens:  10475274240 | elapsed time per iteration (s): 0.37 | learning rate: 1.037E-04 | global batch size:   256 | lm loss: 3.272604E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.733 | TFLOPs: 32.29 |
7:  iteration    19990/   37905 | consumed samples:      5117440 | consumed tokens:  10480517120 | elapsed time per iteration (s): 0.37 | learning rate: 1.036E-04 | global batch size:   256 | lm loss: 3.270769E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.367 | TFLOPs: 32.27 |
0: [2023-03-14 13:53:43,718] [INFO] [logging.py:68:log_dist] [Rank 0] step=20000, skipped=0, lr=[0.00010354137669750605, 0.00010354137669750605, 0.00010354137669750605], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    20000/   37905 | consumed samples:      5120000 | consumed tokens:  10485760000 | elapsed time per iteration (s): 0.37 | learning rate: 1.035E-04 | global batch size:   256 | lm loss: 3.273175E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.759 | TFLOPs: 32.29 |
0: steps: 20000 loss: 3.2885 iter time (s): 0.368 samples/sec: 695.354
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 20000 | lm loss value: 3.760499E+00 | lm loss PPL: 4.296986E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   20000 to checkpoints_146m20b100m
0: [2023-03-14 13:53:43,860] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step20000 is begin to save!
0: [2023-03-14 13:53:43,865] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/layer_01-model_00-model_states.pt...
0: [2023-03-14 13:53:43,955] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step20000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 13:53:43,986] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/layer_05-model_00-model_states.pt...
0: [2023-03-14 13:53:44,001] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step20000/layer_05-model_00-model_states.pt.
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0: [2023-03-14 13:53:44,184] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step20000/mp_rank_00_model_states.pt
0: [2023-03-14 13:53:44,184] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/mp_rank_00_model_states.pt...
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0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
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0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
5: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
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6: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
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7: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
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0: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
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1: [2023-03-14 13:53:44,203] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
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7: [2023-03-14 13:53:44,234] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
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4: [2023-03-14 13:53:44,239] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
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5: [2023-03-14 13:53:44,242] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 13:53:44,242] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:53:44,242] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:53:44,242] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
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7: [2023-03-14 13:53:44,246] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
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6: [2023-03-14 13:53:44,247] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
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2: [2023-03-14 13:53:44,246] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
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0: [2023-03-14 13:53:44,250] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
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0: [2023-03-14 13:53:44,250] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
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1: [2023-03-14 13:53:44,252] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step20000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
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0: [2023-03-14 13:53:44,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step20000 is ready now!
0:   successfully saved checkpoint at iteration   20000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 435.53
7:  iteration    20010/   37905 | consumed samples:      5122560 | consumed tokens:  10491002880 | elapsed time per iteration (s): 0.42 | learning rate: 1.035E-04 | global batch size:   256 | lm loss: 3.261838E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 602.932 | TFLOPs: 28.14 |
7:  iteration    20020/   37905 | consumed samples:      5125120 | consumed tokens:  10496245760 | elapsed time per iteration (s): 0.37 | learning rate: 1.034E-04 | global batch size:   256 | lm loss: 3.257634E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.082 | TFLOPs: 32.30 |
7:  iteration    20030/   37905 | consumed samples:      5127680 | consumed tokens:  10501488640 | elapsed time per iteration (s): 0.37 | learning rate: 1.033E-04 | global batch size:   256 | lm loss: 3.264283E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.038 | TFLOPs: 32.30 |
7:  iteration    20040/   37905 | consumed samples:      5130240 | consumed tokens:  10506731520 | elapsed time per iteration (s): 0.37 | learning rate: 1.032E-04 | global batch size:   256 | lm loss: 3.263121E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.498 | TFLOPs: 32.32 |
7:  iteration    20050/   37905 | consumed samples:      5132800 | consumed tokens:  10511974400 | elapsed time per iteration (s): 0.37 | learning rate: 1.032E-04 | global batch size:   256 | lm loss: 3.271570E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.417 | TFLOPs: 32.32 |
7:  iteration    20060/   37905 | consumed samples:      5135360 | consumed tokens:  10517217280 | elapsed time per iteration (s): 0.37 | learning rate: 1.031E-04 | global batch size:   256 | lm loss: 3.272473E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.289 | TFLOPs: 32.31 |
7:  iteration    20070/   37905 | consumed samples:      5137920 | consumed tokens:  10522460160 | elapsed time per iteration (s): 0.37 | learning rate: 1.030E-04 | global batch size:   256 | lm loss: 3.268018E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.658 | TFLOPs: 32.33 |
7:  iteration    20080/   37905 | consumed samples:      5140480 | consumed tokens:  10527703040 | elapsed time per iteration (s): 0.37 | learning rate: 1.029E-04 | global batch size:   256 | lm loss: 3.267105E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.174 | TFLOPs: 32.12 |
7:  iteration    20090/   37905 | consumed samples:      5143040 | consumed tokens:  10532945920 | elapsed time per iteration (s): 0.37 | learning rate: 1.029E-04 | global batch size:   256 | lm loss: 3.259904E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.216 | TFLOPs: 32.17 |
7:  iteration    20100/   37905 | consumed samples:      5145600 | consumed tokens:  10538188800 | elapsed time per iteration (s): 0.37 | learning rate: 1.028E-04 | global batch size:   256 | lm loss: 3.272852E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.544 | TFLOPs: 32.23 |
7:  iteration    20110/   37905 | consumed samples:      5148160 | consumed tokens:  10543431680 | elapsed time per iteration (s): 0.37 | learning rate: 1.027E-04 | global batch size:   256 | lm loss: 3.283410E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.510 | TFLOPs: 32.28 |
7:  iteration    20120/   37905 | consumed samples:      5150720 | consumed tokens:  10548674560 | elapsed time per iteration (s): 0.37 | learning rate: 1.026E-04 | global batch size:   256 | lm loss: 3.269942E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.621 | TFLOPs: 32.28 |
7:  iteration    20130/   37905 | consumed samples:      5153280 | consumed tokens:  10553917440 | elapsed time per iteration (s): 0.37 | learning rate: 1.026E-04 | global batch size:   256 | lm loss: 3.262515E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.577 | TFLOPs: 32.28 |
7:  iteration    20140/   37905 | consumed samples:      5155840 | consumed tokens:  10559160320 | elapsed time per iteration (s): 0.37 | learning rate: 1.025E-04 | global batch size:   256 | lm loss: 3.265615E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.812 | TFLOPs: 32.29 |
7:  iteration    20150/   37905 | consumed samples:      5158400 | consumed tokens:  10564403200 | elapsed time per iteration (s): 0.37 | learning rate: 1.024E-04 | global batch size:   256 | lm loss: 3.266805E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.265 | TFLOPs: 32.31 |
7:  iteration    20160/   37905 | consumed samples:      5160960 | consumed tokens:  10569646080 | elapsed time per iteration (s): 0.37 | learning rate: 1.023E-04 | global batch size:   256 | lm loss: 3.264337E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.263 | TFLOPs: 32.31 |
7:  iteration    20170/   37905 | consumed samples:      5163520 | consumed tokens:  10574888960 | elapsed time per iteration (s): 0.37 | learning rate: 1.023E-04 | global batch size:   256 | lm loss: 3.264992E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.063 | TFLOPs: 32.30 |
7:  iteration    20180/   37905 | consumed samples:      5166080 | consumed tokens:  10580131840 | elapsed time per iteration (s): 0.37 | learning rate: 1.022E-04 | global batch size:   256 | lm loss: 3.261711E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.531 | TFLOPs: 32.32 |
7:  iteration    20190/   37905 | consumed samples:      5168640 | consumed tokens:  10585374720 | elapsed time per iteration (s): 0.37 | learning rate: 1.021E-04 | global batch size:   256 | lm loss: 3.264150E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.636 | TFLOPs: 32.33 |
7:  iteration    20200/   37905 | consumed samples:      5171200 | consumed tokens:  10590617600 | elapsed time per iteration (s): 0.37 | learning rate: 1.020E-04 | global batch size:   256 | lm loss: 3.263857E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.515 | TFLOPs: 32.32 |
7:  iteration    20210/   37905 | consumed samples:      5173760 | consumed tokens:  10595860480 | elapsed time per iteration (s): 0.37 | learning rate: 1.020E-04 | global batch size:   256 | lm loss: 3.260872E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.466 | TFLOPs: 32.32 |
7:  iteration    20220/   37905 | consumed samples:      5176320 | consumed tokens:  10601103360 | elapsed time per iteration (s): 0.37 | learning rate: 1.019E-04 | global batch size:   256 | lm loss: 3.257351E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.200 | TFLOPs: 32.31 |
7:  iteration    20230/   37905 | consumed samples:      5178880 | consumed tokens:  10606346240 | elapsed time per iteration (s): 0.37 | learning rate: 1.018E-04 | global batch size:   256 | lm loss: 3.250698E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.916 | TFLOPs: 32.30 |
7:  iteration    20240/   37905 | consumed samples:      5181440 | consumed tokens:  10611589120 | elapsed time per iteration (s): 0.37 | learning rate: 1.017E-04 | global batch size:   256 | lm loss: 3.267792E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.010 | TFLOPs: 32.30 |
7:  iteration    20250/   37905 | consumed samples:      5184000 | consumed tokens:  10616832000 | elapsed time per iteration (s): 0.37 | learning rate: 1.017E-04 | global batch size:   256 | lm loss: 3.249904E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.613 | TFLOPs: 32.28 |
7:  iteration    20260/   37905 | consumed samples:      5186560 | consumed tokens:  10622074880 | elapsed time per iteration (s): 0.37 | learning rate: 1.016E-04 | global batch size:   256 | lm loss: 3.270322E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.067 | TFLOPs: 32.30 |
7:  iteration    20270/   37905 | consumed samples:      5189120 | consumed tokens:  10627317760 | elapsed time per iteration (s): 0.37 | learning rate: 1.015E-04 | global batch size:   256 | lm loss: 3.259235E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.044 | TFLOPs: 32.30 |
7:  iteration    20280/   37905 | consumed samples:      5191680 | consumed tokens:  10632560640 | elapsed time per iteration (s): 0.37 | learning rate: 1.014E-04 | global batch size:   256 | lm loss: 3.263435E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.287 | TFLOPs: 32.31 |
7:  iteration    20290/   37905 | consumed samples:      5194240 | consumed tokens:  10637803520 | elapsed time per iteration (s): 0.37 | learning rate: 1.014E-04 | global batch size:   256 | lm loss: 3.275121E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.308 | TFLOPs: 32.31 |
7:  iteration    20300/   37905 | consumed samples:      5196800 | consumed tokens:  10643046400 | elapsed time per iteration (s): 0.37 | learning rate: 1.013E-04 | global batch size:   256 | lm loss: 3.276400E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.184 | TFLOPs: 32.31 |
7:  iteration    20310/   37905 | consumed samples:      5199360 | consumed tokens:  10648289280 | elapsed time per iteration (s): 0.37 | learning rate: 1.012E-04 | global batch size:   256 | lm loss: 3.261295E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.946 | TFLOPs: 32.30 |
7:  iteration    20320/   37905 | consumed samples:      5201920 | consumed tokens:  10653532160 | elapsed time per iteration (s): 0.37 | learning rate: 1.011E-04 | global batch size:   256 | lm loss: 3.261090E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.225 | TFLOPs: 32.31 |
7:  iteration    20330/   37905 | consumed samples:      5204480 | consumed tokens:  10658775040 | elapsed time per iteration (s): 0.37 | learning rate: 1.011E-04 | global batch size:   256 | lm loss: 3.262672E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.881 | TFLOPs: 32.29 |
7:  iteration    20340/   37905 | consumed samples:      5207040 | consumed tokens:  10664017920 | elapsed time per iteration (s): 0.37 | learning rate: 1.010E-04 | global batch size:   256 | lm loss: 3.254185E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.982 | TFLOPs: 32.30 |
7:  iteration    20350/   37905 | consumed samples:      5209600 | consumed tokens:  10669260800 | elapsed time per iteration (s): 0.37 | learning rate: 1.009E-04 | global batch size:   256 | lm loss: 3.276228E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.160 | TFLOPs: 32.31 |
7:  iteration    20360/   37905 | consumed samples:      5212160 | consumed tokens:  10674503680 | elapsed time per iteration (s): 0.37 | learning rate: 1.008E-04 | global batch size:   256 | lm loss: 3.267908E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.056 | TFLOPs: 32.30 |
7:  iteration    20370/   37905 | consumed samples:      5214720 | consumed tokens:  10679746560 | elapsed time per iteration (s): 0.37 | learning rate: 1.008E-04 | global batch size:   256 | lm loss: 3.274524E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.653 | TFLOPs: 32.24 |
7:  iteration    20380/   37905 | consumed samples:      5217280 | consumed tokens:  10684989440 | elapsed time per iteration (s): 0.37 | learning rate: 1.007E-04 | global batch size:   256 | lm loss: 3.273024E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.387 | TFLOPs: 32.08 |
7:  iteration    20390/   37905 | consumed samples:      5219840 | consumed tokens:  10690232320 | elapsed time per iteration (s): 0.37 | learning rate: 1.006E-04 | global batch size:   256 | lm loss: 3.267510E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.939 | TFLOPs: 32.30 |
7:  iteration    20400/   37905 | consumed samples:      5222400 | consumed tokens:  10695475200 | elapsed time per iteration (s): 0.37 | learning rate: 1.005E-04 | global batch size:   256 | lm loss: 3.259988E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.778 | TFLOPs: 32.29 |
7:  iteration    20410/   37905 | consumed samples:      5224960 | consumed tokens:  10700718080 | elapsed time per iteration (s): 0.37 | learning rate: 1.005E-04 | global batch size:   256 | lm loss: 3.259061E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.811 | TFLOPs: 32.29 |
7:  iteration    20420/   37905 | consumed samples:      5227520 | consumed tokens:  10705960960 | elapsed time per iteration (s): 0.37 | learning rate: 1.004E-04 | global batch size:   256 | lm loss: 3.266668E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.034 | TFLOPs: 32.30 |
7:  iteration    20430/   37905 | consumed samples:      5230080 | consumed tokens:  10711203840 | elapsed time per iteration (s): 0.37 | learning rate: 1.003E-04 | global batch size:   256 | lm loss: 3.266758E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.107 | TFLOPs: 32.30 |
7:  iteration    20440/   37905 | consumed samples:      5232640 | consumed tokens:  10716446720 | elapsed time per iteration (s): 0.37 | learning rate: 1.002E-04 | global batch size:   256 | lm loss: 3.259735E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.528 | TFLOPs: 32.28 |
7:  iteration    20450/   37905 | consumed samples:      5235200 | consumed tokens:  10721689600 | elapsed time per iteration (s): 0.37 | learning rate: 1.002E-04 | global batch size:   256 | lm loss: 3.276412E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.896 | TFLOPs: 32.30 |
7:  iteration    20460/   37905 | consumed samples:      5237760 | consumed tokens:  10726932480 | elapsed time per iteration (s): 0.37 | learning rate: 1.001E-04 | global batch size:   256 | lm loss: 3.272005E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.003 | TFLOPs: 32.07 |
7:  iteration    20470/   37905 | consumed samples:      5240320 | consumed tokens:  10732175360 | elapsed time per iteration (s): 0.37 | learning rate: 1.000E-04 | global batch size:   256 | lm loss: 3.256256E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.892 | TFLOPs: 32.29 |
7:  iteration    20480/   37905 | consumed samples:      5242880 | consumed tokens:  10737418240 | elapsed time per iteration (s): 0.37 | learning rate: 9.994E-05 | global batch size:   256 | lm loss: 3.271950E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.916 | TFLOPs: 32.30 |
7:  iteration    20490/   37905 | consumed samples:      5245440 | consumed tokens:  10742661120 | elapsed time per iteration (s): 0.37 | learning rate: 9.987E-05 | global batch size:   256 | lm loss: 3.260943E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.515 | TFLOPs: 32.28 |
7:  iteration    20500/   37905 | consumed samples:      5248000 | consumed tokens:  10747904000 | elapsed time per iteration (s): 0.37 | learning rate: 9.979E-05 | global batch size:   256 | lm loss: 3.256814E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.784 | TFLOPs: 32.29 |
7:  iteration    20510/   37905 | consumed samples:      5250560 | consumed tokens:  10753146880 | elapsed time per iteration (s): 0.37 | learning rate: 9.972E-05 | global batch size:   256 | lm loss: 3.268428E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.805 | TFLOPs: 32.29 |
7:  iteration    20520/   37905 | consumed samples:      5253120 | consumed tokens:  10758389760 | elapsed time per iteration (s): 0.37 | learning rate: 9.964E-05 | global batch size:   256 | lm loss: 3.263788E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.371 | TFLOPs: 32.27 |
7:  iteration    20530/   37905 | consumed samples:      5255680 | consumed tokens:  10763632640 | elapsed time per iteration (s): 0.37 | learning rate: 9.957E-05 | global batch size:   256 | lm loss: 3.279877E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.010 | TFLOPs: 32.16 |
7:  iteration    20540/   37905 | consumed samples:      5258240 | consumed tokens:  10768875520 | elapsed time per iteration (s): 0.37 | learning rate: 9.949E-05 | global batch size:   256 | lm loss: 3.254558E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.709 | TFLOPs: 32.29 |
7:  iteration    20550/   37905 | consumed samples:      5260800 | consumed tokens:  10774118400 | elapsed time per iteration (s): 0.37 | learning rate: 9.942E-05 | global batch size:   256 | lm loss: 3.252624E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.714 | TFLOPs: 32.29 |
7:  iteration    20560/   37905 | consumed samples:      5263360 | consumed tokens:  10779361280 | elapsed time per iteration (s): 0.37 | learning rate: 9.934E-05 | global batch size:   256 | lm loss: 3.262086E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.440 | TFLOPs: 32.27 |
7:  iteration    20570/   37905 | consumed samples:      5265920 | consumed tokens:  10784604160 | elapsed time per iteration (s): 0.37 | learning rate: 9.927E-05 | global batch size:   256 | lm loss: 3.268740E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.383 | TFLOPs: 32.27 |
7:  iteration    20580/   37905 | consumed samples:      5268480 | consumed tokens:  10789847040 | elapsed time per iteration (s): 0.37 | learning rate: 9.919E-05 | global batch size:   256 | lm loss: 3.261460E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.729 | TFLOPs: 32.29 |
7:  iteration    20590/   37905 | consumed samples:      5271040 | consumed tokens:  10795089920 | elapsed time per iteration (s): 0.37 | learning rate: 9.912E-05 | global batch size:   256 | lm loss: 3.263808E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.938 | TFLOPs: 32.30 |
7:  iteration    20600/   37905 | consumed samples:      5273600 | consumed tokens:  10800332800 | elapsed time per iteration (s): 0.37 | learning rate: 9.904E-05 | global batch size:   256 | lm loss: 3.257296E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.423 | TFLOPs: 32.27 |
7:  iteration    20610/   37905 | consumed samples:      5276160 | consumed tokens:  10805575680 | elapsed time per iteration (s): 0.37 | learning rate: 9.897E-05 | global batch size:   256 | lm loss: 3.260051E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.867 | TFLOPs: 32.29 |
7:  iteration    20620/   37905 | consumed samples:      5278720 | consumed tokens:  10810818560 | elapsed time per iteration (s): 0.37 | learning rate: 9.889E-05 | global batch size:   256 | lm loss: 3.260351E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.561 | TFLOPs: 32.28 |
7:  iteration    20630/   37905 | consumed samples:      5281280 | consumed tokens:  10816061440 | elapsed time per iteration (s): 0.37 | learning rate: 9.882E-05 | global batch size:   256 | lm loss: 3.237479E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.606 | TFLOPs: 32.28 |
7:  iteration    20640/   37905 | consumed samples:      5283840 | consumed tokens:  10821304320 | elapsed time per iteration (s): 0.37 | learning rate: 9.874E-05 | global batch size:   256 | lm loss: 3.255042E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.555 | TFLOPs: 32.28 |
7:  iteration    20650/   37905 | consumed samples:      5286400 | consumed tokens:  10826547200 | elapsed time per iteration (s): 0.37 | learning rate: 9.867E-05 | global batch size:   256 | lm loss: 3.245665E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.442 | TFLOPs: 32.27 |
7:  iteration    20660/   37905 | consumed samples:      5288960 | consumed tokens:  10831790080 | elapsed time per iteration (s): 0.37 | learning rate: 9.859E-05 | global batch size:   256 | lm loss: 3.261124E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.569 | TFLOPs: 32.28 |
7:  iteration    20670/   37905 | consumed samples:      5291520 | consumed tokens:  10837032960 | elapsed time per iteration (s): 0.37 | learning rate: 9.852E-05 | global batch size:   256 | lm loss: 3.266043E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.808 | TFLOPs: 32.29 |
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7:  iteration    20770/   37905 | consumed samples:      5317120 | consumed tokens:  10889461760 | elapsed time per iteration (s): 0.45 | learning rate: 9.777E-05 | global batch size:   256 | lm loss: 3.257595E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 571.059 | TFLOPs: 26.65 |
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7:  iteration    20870/   37905 | consumed samples:      5342720 | consumed tokens:  10941890560 | elapsed time per iteration (s): 0.39 | learning rate: 9.703E-05 | global batch size:   256 | lm loss: 3.265568E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.096 | TFLOPs: 30.81 |
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7:  iteration    20930/   37905 | consumed samples:      5358080 | consumed tokens:  10973347840 | elapsed time per iteration (s): 0.39 | learning rate: 9.658E-05 | global batch size:   256 | lm loss: 3.257472E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.502 | TFLOPs: 30.88 |
7:  iteration    20940/   37905 | consumed samples:      5360640 | consumed tokens:  10978590720 | elapsed time per iteration (s): 0.38 | learning rate: 9.650E-05 | global batch size:   256 | lm loss: 3.251654E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.025 | TFLOPs: 31.37 |
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7:  iteration    20960/   37905 | consumed samples:      5365760 | consumed tokens:  10989076480 | elapsed time per iteration (s): 0.38 | learning rate: 9.636E-05 | global batch size:   256 | lm loss: 3.259819E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.845 | TFLOPs: 31.69 |
7:  iteration    20970/   37905 | consumed samples:      5368320 | consumed tokens:  10994319360 | elapsed time per iteration (s): 0.38 | learning rate: 9.628E-05 | global batch size:   256 | lm loss: 3.255088E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.524 | TFLOPs: 31.39 |
7:  iteration    20980/   37905 | consumed samples:      5370880 | consumed tokens:  10999562240 | elapsed time per iteration (s): 0.38 | learning rate: 9.621E-05 | global batch size:   256 | lm loss: 3.260749E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.766 | TFLOPs: 31.45 |
7:  iteration    20990/   37905 | consumed samples:      5373440 | consumed tokens:  11004805120 | elapsed time per iteration (s): 0.38 | learning rate: 9.613E-05 | global batch size:   256 | lm loss: 3.252391E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.973 | TFLOPs: 31.32 |
7:  iteration    21000/   37905 | consumed samples:      5376000 | consumed tokens:  11010048000 | elapsed time per iteration (s): 0.38 | learning rate: 9.606E-05 | global batch size:   256 | lm loss: 3.258520E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.564 | TFLOPs: 31.25 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 21000 | lm loss value: 3.762655E+00 | lm loss PPL: 4.306261E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   21000 to checkpoints_146m20b100m
0: [2023-03-14 13:59:57,624] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step21000 is begin to save!
0: [2023-03-14 13:59:57,628] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 13:59:57,943] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/layer_19-model_00-model_states.pt...
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0: [2023-03-14 13:59:57,945] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step21000/mp_rank_00_model_states.pt
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0: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
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7: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-14 13:59:57,965] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
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3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
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3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
3: [2023-03-14 13:59:58,046] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step21000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
6: [2023-03-14 13:59:58,050] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step21000 is ready now!
0:   successfully saved checkpoint at iteration   21000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 432.72
7:  iteration    21010/   37905 | consumed samples:      5378560 | consumed tokens:  11015290880 | elapsed time per iteration (s): 0.43 | learning rate: 9.598E-05 | global batch size:   256 | lm loss: 3.256412E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 592.813 | TFLOPs: 27.67 |
7:  iteration    21020/   37905 | consumed samples:      5381120 | consumed tokens:  11020533760 | elapsed time per iteration (s): 0.39 | learning rate: 9.591E-05 | global batch size:   256 | lm loss: 3.262124E+00 | grad norm: 0.299 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 662.386 | TFLOPs: 30.92 |
7:  iteration    21030/   37905 | consumed samples:      5383680 | consumed tokens:  11025776640 | elapsed time per iteration (s): 0.38 | learning rate: 9.583E-05 | global batch size:   256 | lm loss: 3.254874E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.802 | TFLOPs: 31.54 |
7:  iteration    21040/   37905 | consumed samples:      5386240 | consumed tokens:  11031019520 | elapsed time per iteration (s): 0.37 | learning rate: 9.576E-05 | global batch size:   256 | lm loss: 3.256453E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.590 | TFLOPs: 32.00 |
7:  iteration    21050/   37905 | consumed samples:      5388800 | consumed tokens:  11036262400 | elapsed time per iteration (s): 0.38 | learning rate: 9.569E-05 | global batch size:   256 | lm loss: 3.249050E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.310 | TFLOPs: 31.80 |
7:  iteration    21060/   37905 | consumed samples:      5391360 | consumed tokens:  11041505280 | elapsed time per iteration (s): 0.38 | learning rate: 9.561E-05 | global batch size:   256 | lm loss: 3.260089E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.164 | TFLOPs: 31.14 |
7:  iteration    21070/   37905 | consumed samples:      5393920 | consumed tokens:  11046748160 | elapsed time per iteration (s): 0.38 | learning rate: 9.554E-05 | global batch size:   256 | lm loss: 3.253178E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.646 | TFLOPs: 31.30 |
7:  iteration    21080/   37905 | consumed samples:      5396480 | consumed tokens:  11051991040 | elapsed time per iteration (s): 0.38 | learning rate: 9.546E-05 | global batch size:   256 | lm loss: 3.261888E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.153 | TFLOPs: 31.42 |
7:  iteration    21090/   37905 | consumed samples:      5399040 | consumed tokens:  11057233920 | elapsed time per iteration (s): 0.39 | learning rate: 9.539E-05 | global batch size:   256 | lm loss: 3.255447E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.201 | TFLOPs: 30.86 |
7:  iteration    21100/   37905 | consumed samples:      5401600 | consumed tokens:  11062476800 | elapsed time per iteration (s): 0.38 | learning rate: 9.531E-05 | global batch size:   256 | lm loss: 3.260495E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.874 | TFLOPs: 31.59 |
7:  iteration    21110/   37905 | consumed samples:      5404160 | consumed tokens:  11067719680 | elapsed time per iteration (s): 0.37 | learning rate: 9.524E-05 | global batch size:   256 | lm loss: 3.260300E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.434 | TFLOPs: 32.04 |
7:  iteration    21120/   37905 | consumed samples:      5406720 | consumed tokens:  11072962560 | elapsed time per iteration (s): 0.38 | learning rate: 9.517E-05 | global batch size:   256 | lm loss: 3.254673E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.258 | TFLOPs: 31.66 |
7:  iteration    21130/   37905 | consumed samples:      5409280 | consumed tokens:  11078205440 | elapsed time per iteration (s): 0.38 | learning rate: 9.509E-05 | global batch size:   256 | lm loss: 3.232792E+00 | grad norm: 0.290 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.984 | TFLOPs: 31.55 |
7:  iteration    21140/   37905 | consumed samples:      5411840 | consumed tokens:  11083448320 | elapsed time per iteration (s): 0.38 | learning rate: 9.502E-05 | global batch size:   256 | lm loss: 3.238828E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.708 | TFLOPs: 31.40 |
7:  iteration    21150/   37905 | consumed samples:      5414400 | consumed tokens:  11088691200 | elapsed time per iteration (s): 0.38 | learning rate: 9.494E-05 | global batch size:   256 | lm loss: 3.247178E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.051 | TFLOPs: 31.74 |
7:  iteration    21160/   37905 | consumed samples:      5416960 | consumed tokens:  11093934080 | elapsed time per iteration (s): 0.38 | learning rate: 9.487E-05 | global batch size:   256 | lm loss: 3.264191E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.122 | TFLOPs: 31.65 |
7:  iteration    21170/   37905 | consumed samples:      5419520 | consumed tokens:  11099176960 | elapsed time per iteration (s): 0.38 | learning rate: 9.479E-05 | global batch size:   256 | lm loss: 3.262864E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.875 | TFLOPs: 31.55 |
7:  iteration    21180/   37905 | consumed samples:      5422080 | consumed tokens:  11104419840 | elapsed time per iteration (s): 0.38 | learning rate: 9.472E-05 | global batch size:   256 | lm loss: 3.253372E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.315 | TFLOPs: 31.24 |
7:  iteration    21190/   37905 | consumed samples:      5424640 | consumed tokens:  11109662720 | elapsed time per iteration (s): 0.38 | learning rate: 9.465E-05 | global batch size:   256 | lm loss: 3.258035E+00 | grad norm: 0.309 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 666.762 | TFLOPs: 31.12 |
7:  iteration    21200/   37905 | consumed samples:      5427200 | consumed tokens:  11114905600 | elapsed time per iteration (s): 0.37 | learning rate: 9.457E-05 | global batch size:   256 | lm loss: 3.262411E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.213 | TFLOPs: 31.94 |
7:  iteration    21210/   37905 | consumed samples:      5429760 | consumed tokens:  11120148480 | elapsed time per iteration (s): 0.37 | learning rate: 9.450E-05 | global batch size:   256 | lm loss: 3.258128E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.251 | TFLOPs: 31.89 |
7:  iteration    21220/   37905 | consumed samples:      5432320 | consumed tokens:  11125391360 | elapsed time per iteration (s): 0.38 | learning rate: 9.442E-05 | global batch size:   256 | lm loss: 3.256241E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.621 | TFLOPs: 31.30 |
7:  iteration    21230/   37905 | consumed samples:      5434880 | consumed tokens:  11130634240 | elapsed time per iteration (s): 0.38 | learning rate: 9.435E-05 | global batch size:   256 | lm loss: 3.256585E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.077 | TFLOPs: 31.79 |
7:  iteration    21240/   37905 | consumed samples:      5437440 | consumed tokens:  11135877120 | elapsed time per iteration (s): 0.37 | learning rate: 9.427E-05 | global batch size:   256 | lm loss: 3.254749E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.917 | TFLOPs: 32.30 |
7:  iteration    21250/   37905 | consumed samples:      5440000 | consumed tokens:  11141120000 | elapsed time per iteration (s): 0.37 | learning rate: 9.420E-05 | global batch size:   256 | lm loss: 3.253800E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.696 | TFLOPs: 32.01 |
7:  iteration    21260/   37905 | consumed samples:      5442560 | consumed tokens:  11146362880 | elapsed time per iteration (s): 0.37 | learning rate: 9.413E-05 | global batch size:   256 | lm loss: 3.241603E+00 | grad norm: 0.333 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.010 | TFLOPs: 31.93 |
7:  iteration    21270/   37905 | consumed samples:      5445120 | consumed tokens:  11151605760 | elapsed time per iteration (s): 0.37 | learning rate: 9.405E-05 | global batch size:   256 | lm loss: 3.254496E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.074 | TFLOPs: 31.93 |
7:  iteration    21280/   37905 | consumed samples:      5447680 | consumed tokens:  11156848640 | elapsed time per iteration (s): 0.37 | learning rate: 9.398E-05 | global batch size:   256 | lm loss: 3.264461E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.309 | TFLOPs: 31.89 |
7:  iteration    21290/   37905 | consumed samples:      5450240 | consumed tokens:  11162091520 | elapsed time per iteration (s): 0.39 | learning rate: 9.390E-05 | global batch size:   256 | lm loss: 3.262807E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 653.905 | TFLOPs: 30.52 |
7:  iteration    21300/   37905 | consumed samples:      5452800 | consumed tokens:  11167334400 | elapsed time per iteration (s): 0.37 | learning rate: 9.383E-05 | global batch size:   256 | lm loss: 3.251578E+00 | grad norm: 0.296 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.310 | TFLOPs: 31.99 |
7:  iteration    21310/   37905 | consumed samples:      5455360 | consumed tokens:  11172577280 | elapsed time per iteration (s): 0.38 | learning rate: 9.376E-05 | global batch size:   256 | lm loss: 3.246963E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.880 | TFLOPs: 31.50 |
7:  iteration    21320/   37905 | consumed samples:      5457920 | consumed tokens:  11177820160 | elapsed time per iteration (s): 0.37 | learning rate: 9.368E-05 | global batch size:   256 | lm loss: 3.245309E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.033 | TFLOPs: 32.11 |
7:  iteration    21330/   37905 | consumed samples:      5460480 | consumed tokens:  11183063040 | elapsed time per iteration (s): 0.38 | learning rate: 9.361E-05 | global batch size:   256 | lm loss: 3.263312E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.000 | TFLOPs: 31.74 |
7:  iteration    21340/   37905 | consumed samples:      5463040 | consumed tokens:  11188305920 | elapsed time per iteration (s): 0.38 | learning rate: 9.353E-05 | global batch size:   256 | lm loss: 3.244778E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.386 | TFLOPs: 31.52 |
7:  iteration    21350/   37905 | consumed samples:      5465600 | consumed tokens:  11193548800 | elapsed time per iteration (s): 0.39 | learning rate: 9.346E-05 | global batch size:   256 | lm loss: 3.250988E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.673 | TFLOPs: 31.02 |
7:  iteration    21360/   37905 | consumed samples:      5468160 | consumed tokens:  11198791680 | elapsed time per iteration (s): 0.38 | learning rate: 9.338E-05 | global batch size:   256 | lm loss: 3.250684E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.817 | TFLOPs: 31.59 |
7:  iteration    21370/   37905 | consumed samples:      5470720 | consumed tokens:  11204034560 | elapsed time per iteration (s): 0.37 | learning rate: 9.331E-05 | global batch size:   256 | lm loss: 3.260551E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.299 | TFLOPs: 31.94 |
7:  iteration    21380/   37905 | consumed samples:      5473280 | consumed tokens:  11209277440 | elapsed time per iteration (s): 0.37 | learning rate: 9.324E-05 | global batch size:   256 | lm loss: 3.261155E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.527 | TFLOPs: 32.28 |
7:  iteration    21390/   37905 | consumed samples:      5475840 | consumed tokens:  11214520320 | elapsed time per iteration (s): 0.38 | learning rate: 9.316E-05 | global batch size:   256 | lm loss: 3.255019E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.754 | TFLOPs: 31.73 |
7:  iteration    21400/   37905 | consumed samples:      5478400 | consumed tokens:  11219763200 | elapsed time per iteration (s): 0.38 | learning rate: 9.309E-05 | global batch size:   256 | lm loss: 3.258966E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.498 | TFLOPs: 31.25 |
7:  iteration    21410/   37905 | consumed samples:      5480960 | consumed tokens:  11225006080 | elapsed time per iteration (s): 0.38 | learning rate: 9.301E-05 | global batch size:   256 | lm loss: 3.248090E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.752 | TFLOPs: 31.26 |
7:  iteration    21420/   37905 | consumed samples:      5483520 | consumed tokens:  11230248960 | elapsed time per iteration (s): 0.37 | learning rate: 9.294E-05 | global batch size:   256 | lm loss: 3.253514E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.028 | TFLOPs: 31.93 |
7:  iteration    21430/   37905 | consumed samples:      5486080 | consumed tokens:  11235491840 | elapsed time per iteration (s): 0.37 | learning rate: 9.287E-05 | global batch size:   256 | lm loss: 3.259678E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.326 | TFLOPs: 31.90 |
7:  iteration    21440/   37905 | consumed samples:      5488640 | consumed tokens:  11240734720 | elapsed time per iteration (s): 0.37 | learning rate: 9.279E-05 | global batch size:   256 | lm loss: 3.235331E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.410 | TFLOPs: 32.18 |
7:  iteration    21450/   37905 | consumed samples:      5491200 | consumed tokens:  11245977600 | elapsed time per iteration (s): 0.37 | learning rate: 9.272E-05 | global batch size:   256 | lm loss: 3.251789E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.414 | TFLOPs: 32.18 |
7:  iteration    21460/   37905 | consumed samples:      5493760 | consumed tokens:  11251220480 | elapsed time per iteration (s): 0.37 | learning rate: 9.264E-05 | global batch size:   256 | lm loss: 3.257049E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.749 | TFLOPs: 32.19 |
7:  iteration    21470/   37905 | consumed samples:      5496320 | consumed tokens:  11256463360 | elapsed time per iteration (s): 0.38 | learning rate: 9.257E-05 | global batch size:   256 | lm loss: 3.276756E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.928 | TFLOPs: 31.41 |
7:  iteration    21480/   37905 | consumed samples:      5498880 | consumed tokens:  11261706240 | elapsed time per iteration (s): 0.39 | learning rate: 9.250E-05 | global batch size:   256 | lm loss: 3.265238E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 655.301 | TFLOPs: 30.59 |
7:  iteration    21490/   37905 | consumed samples:      5501440 | consumed tokens:  11266949120 | elapsed time per iteration (s): 0.39 | learning rate: 9.242E-05 | global batch size:   256 | lm loss: 3.259794E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.057 | TFLOPs: 30.76 |
7:  iteration    21500/   37905 | consumed samples:      5504000 | consumed tokens:  11272192000 | elapsed time per iteration (s): 0.38 | learning rate: 9.235E-05 | global batch size:   256 | lm loss: 3.241162E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.537 | TFLOPs: 31.16 |
7:  iteration    21510/   37905 | consumed samples:      5506560 | consumed tokens:  11277434880 | elapsed time per iteration (s): 0.38 | learning rate: 9.228E-05 | global batch size:   256 | lm loss: 3.256660E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.501 | TFLOPs: 31.86 |
7:  iteration    21520/   37905 | consumed samples:      5509120 | consumed tokens:  11282677760 | elapsed time per iteration (s): 0.38 | learning rate: 9.220E-05 | global batch size:   256 | lm loss: 3.251546E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.723 | TFLOPs: 31.68 |
7:  iteration    21530/   37905 | consumed samples:      5511680 | consumed tokens:  11287920640 | elapsed time per iteration (s): 0.37 | learning rate: 9.213E-05 | global batch size:   256 | lm loss: 3.257564E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.674 | TFLOPs: 32.10 |
7:  iteration    21540/   37905 | consumed samples:      5514240 | consumed tokens:  11293163520 | elapsed time per iteration (s): 0.37 | learning rate: 9.205E-05 | global batch size:   256 | lm loss: 3.254940E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.506 | TFLOPs: 32.04 |
7:  iteration    21550/   37905 | consumed samples:      5516800 | consumed tokens:  11298406400 | elapsed time per iteration (s): 0.38 | learning rate: 9.198E-05 | global batch size:   256 | lm loss: 3.253706E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.261 | TFLOPs: 31.71 |
7:  iteration    21560/   37905 | consumed samples:      5519360 | consumed tokens:  11303649280 | elapsed time per iteration (s): 0.37 | learning rate: 9.191E-05 | global batch size:   256 | lm loss: 3.244323E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.699 | TFLOPs: 31.96 |
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7:  iteration    21580/   37905 | consumed samples:      5524480 | consumed tokens:  11314135040 | elapsed time per iteration (s): 0.37 | learning rate: 9.176E-05 | global batch size:   256 | lm loss: 3.252673E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.889 | TFLOPs: 32.29 |
7:  iteration    21590/   37905 | consumed samples:      5527040 | consumed tokens:  11319377920 | elapsed time per iteration (s): 0.37 | learning rate: 9.168E-05 | global batch size:   256 | lm loss: 3.259784E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.990 | TFLOPs: 32.30 |
7:  iteration    21600/   37905 | consumed samples:      5529600 | consumed tokens:  11324620800 | elapsed time per iteration (s): 0.38 | learning rate: 9.161E-05 | global batch size:   256 | lm loss: 3.251226E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.160 | TFLOPs: 31.84 |
7:  iteration    21610/   37905 | consumed samples:      5532160 | consumed tokens:  11329863680 | elapsed time per iteration (s): 0.38 | learning rate: 9.154E-05 | global batch size:   256 | lm loss: 3.236361E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.052 | TFLOPs: 31.84 |
7:  iteration    21620/   37905 | consumed samples:      5534720 | consumed tokens:  11335106560 | elapsed time per iteration (s): 0.37 | learning rate: 9.146E-05 | global batch size:   256 | lm loss: 3.259435E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.788 | TFLOPs: 32.01 |
7:  iteration    21630/   37905 | consumed samples:      5537280 | consumed tokens:  11340349440 | elapsed time per iteration (s): 0.37 | learning rate: 9.139E-05 | global batch size:   256 | lm loss: 3.258907E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.371 | TFLOPs: 31.99 |
7:  iteration    21640/   37905 | consumed samples:      5539840 | consumed tokens:  11345592320 | elapsed time per iteration (s): 0.37 | learning rate: 9.132E-05 | global batch size:   256 | lm loss: 3.262865E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.761 | TFLOPs: 32.06 |
7:  iteration    21650/   37905 | consumed samples:      5542400 | consumed tokens:  11350835200 | elapsed time per iteration (s): 0.37 | learning rate: 9.124E-05 | global batch size:   256 | lm loss: 3.261233E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.971 | TFLOPs: 31.88 |
7:  iteration    21660/   37905 | consumed samples:      5544960 | consumed tokens:  11356078080 | elapsed time per iteration (s): 0.37 | learning rate: 9.117E-05 | global batch size:   256 | lm loss: 3.258548E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.397 | TFLOPs: 31.99 |
7:  iteration    21670/   37905 | consumed samples:      5547520 | consumed tokens:  11361320960 | elapsed time per iteration (s): 0.37 | learning rate: 9.109E-05 | global batch size:   256 | lm loss: 3.262886E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.988 | TFLOPs: 32.25 |
7:  iteration    21680/   37905 | consumed samples:      5550080 | consumed tokens:  11366563840 | elapsed time per iteration (s): 0.37 | learning rate: 9.102E-05 | global batch size:   256 | lm loss: 3.264985E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.320 | TFLOPs: 31.89 |
7:  iteration    21690/   37905 | consumed samples:      5552640 | consumed tokens:  11371806720 | elapsed time per iteration (s): 0.37 | learning rate: 9.095E-05 | global batch size:   256 | lm loss: 3.255360E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.494 | TFLOPs: 32.32 |
7:  iteration    21700/   37905 | consumed samples:      5555200 | consumed tokens:  11377049600 | elapsed time per iteration (s): 0.37 | learning rate: 9.087E-05 | global batch size:   256 | lm loss: 3.252142E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.302 | TFLOPs: 32.13 |
7:  iteration    21710/   37905 | consumed samples:      5557760 | consumed tokens:  11382292480 | elapsed time per iteration (s): 0.38 | learning rate: 9.080E-05 | global batch size:   256 | lm loss: 3.239361E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.077 | TFLOPs: 31.79 |
7:  iteration    21720/   37905 | consumed samples:      5560320 | consumed tokens:  11387535360 | elapsed time per iteration (s): 0.37 | learning rate: 9.073E-05 | global batch size:   256 | lm loss: 3.248234E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.198 | TFLOPs: 32.26 |
7:  iteration    21730/   37905 | consumed samples:      5562880 | consumed tokens:  11392778240 | elapsed time per iteration (s): 0.37 | learning rate: 9.065E-05 | global batch size:   256 | lm loss: 3.251048E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.250 | TFLOPs: 32.08 |
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7:  iteration    21750/   37905 | consumed samples:      5568000 | consumed tokens:  11403264000 | elapsed time per iteration (s): 0.37 | learning rate: 9.051E-05 | global batch size:   256 | lm loss: 3.249291E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.212 | TFLOPs: 32.03 |
7:  iteration    21760/   37905 | consumed samples:      5570560 | consumed tokens:  11408506880 | elapsed time per iteration (s): 0.38 | learning rate: 9.043E-05 | global batch size:   256 | lm loss: 3.253613E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.046 | TFLOPs: 31.84 |
7:  iteration    21770/   37905 | consumed samples:      5573120 | consumed tokens:  11413749760 | elapsed time per iteration (s): 0.38 | learning rate: 9.036E-05 | global batch size:   256 | lm loss: 3.248742E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.780 | TFLOPs: 31.73 |
7:  iteration    21780/   37905 | consumed samples:      5575680 | consumed tokens:  11418992640 | elapsed time per iteration (s): 0.38 | learning rate: 9.029E-05 | global batch size:   256 | lm loss: 3.252536E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.758 | TFLOPs: 31.40 |
7:  iteration    21790/   37905 | consumed samples:      5578240 | consumed tokens:  11424235520 | elapsed time per iteration (s): 0.37 | learning rate: 9.021E-05 | global batch size:   256 | lm loss: 3.252306E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.790 | TFLOPs: 31.96 |
7:  iteration    21800/   37905 | consumed samples:      5580800 | consumed tokens:  11429478400 | elapsed time per iteration (s): 0.37 | learning rate: 9.014E-05 | global batch size:   256 | lm loss: 3.237138E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.973 | TFLOPs: 32.07 |
7:  iteration    21810/   37905 | consumed samples:      5583360 | consumed tokens:  11434721280 | elapsed time per iteration (s): 0.37 | learning rate: 9.006E-05 | global batch size:   256 | lm loss: 3.247964E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.073 | TFLOPs: 32.21 |
7:  iteration    21820/   37905 | consumed samples:      5585920 | consumed tokens:  11439964160 | elapsed time per iteration (s): 0.37 | learning rate: 8.999E-05 | global batch size:   256 | lm loss: 3.243474E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.366 | TFLOPs: 32.22 |
7:  iteration    21830/   37905 | consumed samples:      5588480 | consumed tokens:  11445207040 | elapsed time per iteration (s): 0.39 | learning rate: 8.992E-05 | global batch size:   256 | lm loss: 3.258305E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 658.479 | TFLOPs: 30.74 |
7:  iteration    21840/   37905 | consumed samples:      5591040 | consumed tokens:  11450449920 | elapsed time per iteration (s): 0.37 | learning rate: 8.984E-05 | global batch size:   256 | lm loss: 3.240611E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.673 | TFLOPs: 32.33 |
7:  iteration    21850/   37905 | consumed samples:      5593600 | consumed tokens:  11455692800 | elapsed time per iteration (s): 0.37 | learning rate: 8.977E-05 | global batch size:   256 | lm loss: 3.247794E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.272 | TFLOPs: 31.94 |
7:  iteration    21860/   37905 | consumed samples:      5596160 | consumed tokens:  11460935680 | elapsed time per iteration (s): 0.37 | learning rate: 8.970E-05 | global batch size:   256 | lm loss: 3.251442E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.505 | TFLOPs: 32.18 |
7:  iteration    21870/   37905 | consumed samples:      5598720 | consumed tokens:  11466178560 | elapsed time per iteration (s): 0.37 | learning rate: 8.962E-05 | global batch size:   256 | lm loss: 3.254449E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.079 | TFLOPs: 32.16 |
7:  iteration    21880/   37905 | consumed samples:      5601280 | consumed tokens:  11471421440 | elapsed time per iteration (s): 0.37 | learning rate: 8.955E-05 | global batch size:   256 | lm loss: 3.235602E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.885 | TFLOPs: 32.06 |
7:  iteration    21890/   37905 | consumed samples:      5603840 | consumed tokens:  11476664320 | elapsed time per iteration (s): 0.38 | learning rate: 8.948E-05 | global batch size:   256 | lm loss: 3.256159E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.130 | TFLOPs: 31.56 |
7:  iteration    21900/   37905 | consumed samples:      5606400 | consumed tokens:  11481907200 | elapsed time per iteration (s): 0.37 | learning rate: 8.940E-05 | global batch size:   256 | lm loss: 3.257865E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.584 | TFLOPs: 32.09 |
7:  iteration    21910/   37905 | consumed samples:      5608960 | consumed tokens:  11487150080 | elapsed time per iteration (s): 0.37 | learning rate: 8.933E-05 | global batch size:   256 | lm loss: 3.259889E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.594 | TFLOPs: 32.05 |
7:  iteration    21920/   37905 | consumed samples:      5611520 | consumed tokens:  11492392960 | elapsed time per iteration (s): 0.37 | learning rate: 8.926E-05 | global batch size:   256 | lm loss: 3.249377E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.991 | TFLOPs: 31.97 |
7:  iteration    21930/   37905 | consumed samples:      5614080 | consumed tokens:  11497635840 | elapsed time per iteration (s): 0.39 | learning rate: 8.918E-05 | global batch size:   256 | lm loss: 3.249199E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.760 | TFLOPs: 31.03 |
7:  iteration    21940/   37905 | consumed samples:      5616640 | consumed tokens:  11502878720 | elapsed time per iteration (s): 0.38 | learning rate: 8.911E-05 | global batch size:   256 | lm loss: 3.249522E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.548 | TFLOPs: 31.77 |
7:  iteration    21950/   37905 | consumed samples:      5619200 | consumed tokens:  11508121600 | elapsed time per iteration (s): 0.37 | learning rate: 8.904E-05 | global batch size:   256 | lm loss: 3.259893E+00 | grad norm: 0.304 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.285 | TFLOPs: 32.08 |
7:  iteration    21960/   37905 | consumed samples:      5621760 | consumed tokens:  11513364480 | elapsed time per iteration (s): 0.40 | learning rate: 8.896E-05 | global batch size:   256 | lm loss: 3.255677E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 636.454 | TFLOPs: 29.71 |
7:  iteration    21970/   37905 | consumed samples:      5624320 | consumed tokens:  11518607360 | elapsed time per iteration (s): 0.38 | learning rate: 8.889E-05 | global batch size:   256 | lm loss: 3.246785E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.563 | TFLOPs: 31.67 |
7:  iteration    21980/   37905 | consumed samples:      5626880 | consumed tokens:  11523850240 | elapsed time per iteration (s): 0.38 | learning rate: 8.882E-05 | global batch size:   256 | lm loss: 3.253812E+00 | grad norm: 0.307 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.198 | TFLOPs: 31.70 |
7:  iteration    21990/   37905 | consumed samples:      5629440 | consumed tokens:  11529093120 | elapsed time per iteration (s): 0.37 | learning rate: 8.874E-05 | global batch size:   256 | lm loss: 3.245931E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.615 | TFLOPs: 32.24 |
0: [2023-03-14 14:06:14,440] [INFO] [logging.py:68:log_dist] [Rank 0] step=22000, skipped=0, lr=[8.86714956590028e-05, 8.86714956590028e-05, 8.86714956590028e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    22000/   37905 | consumed samples:      5632000 | consumed tokens:  11534336000 | elapsed time per iteration (s): 0.37 | learning rate: 8.867E-05 | global batch size:   256 | lm loss: 3.252305E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.644 | TFLOPs: 32.28 |
0: steps: 22000 loss: 3.2775 iter time (s): 0.373 samples/sec: 686.252
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 22000 | lm loss value: 3.759411E+00 | lm loss PPL: 4.292313E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   22000 to checkpoints_146m20b100m
0: [2023-03-14 14:06:14,565] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step22000 is begin to save!
0: [2023-03-14 14:06:14,568] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step22000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:06:14,655] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 14:06:14,775] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step22000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 14:06:14,933] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:06:14,933] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-14 14:06:14,933] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
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2: [2023-03-14 14:06:14,934] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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7: [2023-03-14 14:06:14,934] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
0: [2023-03-14 14:06:14,934] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
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3: [2023-03-14 14:06:14,935] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
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3: [2023-03-14 14:06:14,935] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
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2: [2023-03-14 14:06:14,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:06:14,944] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 14:06:14,944] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:06:14,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 14:06:14,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
6: [2023-03-14 14:06:14,947] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 14:06:14,947] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,953] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,954] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,954] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,954] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,954] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,955] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,955] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,955] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:06:14,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
4: [2023-03-14 14:06:14,956] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-14 14:06:14,956] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
0: [2023-03-14 14:06:14,961] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:06:14,962] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,963] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,964] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
1: [2023-03-14 14:06:14,965] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:06:14,965] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step22000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 14:06:14,965] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step22000 is ready now!
0:   successfully saved checkpoint at iteration   22000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 408.29
7:  iteration    22010/   37905 | consumed samples:      5634560 | consumed tokens:  11539578880 | elapsed time per iteration (s): 0.43 | learning rate: 8.860E-05 | global batch size:   256 | lm loss: 3.259214E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 602.330 | TFLOPs: 28.11 |
7:  iteration    22020/   37905 | consumed samples:      5637120 | consumed tokens:  11544821760 | elapsed time per iteration (s): 0.37 | learning rate: 8.853E-05 | global batch size:   256 | lm loss: 3.254638E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.409 | TFLOPs: 32.18 |
7:  iteration    22030/   37905 | consumed samples:      5639680 | consumed tokens:  11550064640 | elapsed time per iteration (s): 0.38 | learning rate: 8.845E-05 | global batch size:   256 | lm loss: 3.231245E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 668.336 | TFLOPs: 31.20 |
7:  iteration    22040/   37905 | consumed samples:      5642240 | consumed tokens:  11555307520 | elapsed time per iteration (s): 0.38 | learning rate: 8.838E-05 | global batch size:   256 | lm loss: 3.249234E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.056 | TFLOPs: 31.74 |
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7:  iteration    22060/   37905 | consumed samples:      5647360 | consumed tokens:  11565793280 | elapsed time per iteration (s): 0.37 | learning rate: 8.823E-05 | global batch size:   256 | lm loss: 3.250800E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.841 | TFLOPs: 32.25 |
7:  iteration    22070/   37905 | consumed samples:      5649920 | consumed tokens:  11571036160 | elapsed time per iteration (s): 0.37 | learning rate: 8.816E-05 | global batch size:   256 | lm loss: 3.234498E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.116 | TFLOPs: 32.26 |
7:  iteration    22080/   37905 | consumed samples:      5652480 | consumed tokens:  11576279040 | elapsed time per iteration (s): 0.37 | learning rate: 8.809E-05 | global batch size:   256 | lm loss: 3.249218E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.634 | TFLOPs: 31.91 |
7:  iteration    22090/   37905 | consumed samples:      5655040 | consumed tokens:  11581521920 | elapsed time per iteration (s): 0.37 | learning rate: 8.801E-05 | global batch size:   256 | lm loss: 3.256377E+00 | grad norm: 0.300 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.748 | TFLOPs: 32.24 |
7:  iteration    22100/   37905 | consumed samples:      5657600 | consumed tokens:  11586764800 | elapsed time per iteration (s): 0.37 | learning rate: 8.794E-05 | global batch size:   256 | lm loss: 3.238055E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.226 | TFLOPs: 32.03 |
7:  iteration    22110/   37905 | consumed samples:      5660160 | consumed tokens:  11592007680 | elapsed time per iteration (s): 0.37 | learning rate: 8.787E-05 | global batch size:   256 | lm loss: 3.247415E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.212 | TFLOPs: 32.03 |
7:  iteration    22120/   37905 | consumed samples:      5662720 | consumed tokens:  11597250560 | elapsed time per iteration (s): 0.37 | learning rate: 8.779E-05 | global batch size:   256 | lm loss: 3.251915E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.425 | TFLOPs: 32.27 |
7:  iteration    22130/   37905 | consumed samples:      5665280 | consumed tokens:  11602493440 | elapsed time per iteration (s): 0.37 | learning rate: 8.772E-05 | global batch size:   256 | lm loss: 3.250032E+00 | grad norm: 0.302 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.176 | TFLOPs: 32.21 |
7:  iteration    22140/   37905 | consumed samples:      5667840 | consumed tokens:  11607736320 | elapsed time per iteration (s): 0.37 | learning rate: 8.765E-05 | global batch size:   256 | lm loss: 3.247377E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.165 | TFLOPs: 32.26 |
7:  iteration    22150/   37905 | consumed samples:      5670400 | consumed tokens:  11612979200 | elapsed time per iteration (s): 0.37 | learning rate: 8.758E-05 | global batch size:   256 | lm loss: 3.245106E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.626 | TFLOPs: 32.28 |
7:  iteration    22160/   37905 | consumed samples:      5672960 | consumed tokens:  11618222080 | elapsed time per iteration (s): 0.37 | learning rate: 8.750E-05 | global batch size:   256 | lm loss: 3.246140E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.254 | TFLOPs: 32.27 |
7:  iteration    22170/   37905 | consumed samples:      5675520 | consumed tokens:  11623464960 | elapsed time per iteration (s): 0.37 | learning rate: 8.743E-05 | global batch size:   256 | lm loss: 3.251113E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.232 | TFLOPs: 32.26 |
7:  iteration    22180/   37905 | consumed samples:      5678080 | consumed tokens:  11628707840 | elapsed time per iteration (s): 0.37 | learning rate: 8.736E-05 | global batch size:   256 | lm loss: 3.237401E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.575 | TFLOPs: 32.28 |
7:  iteration    22190/   37905 | consumed samples:      5680640 | consumed tokens:  11633950720 | elapsed time per iteration (s): 0.37 | learning rate: 8.728E-05 | global batch size:   256 | lm loss: 3.252790E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.355 | TFLOPs: 32.27 |
7:  iteration    22200/   37905 | consumed samples:      5683200 | consumed tokens:  11639193600 | elapsed time per iteration (s): 0.37 | learning rate: 8.721E-05 | global batch size:   256 | lm loss: 3.249189E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.015 | TFLOPs: 31.97 |
7:  iteration    22210/   37905 | consumed samples:      5685760 | consumed tokens:  11644436480 | elapsed time per iteration (s): 0.37 | learning rate: 8.714E-05 | global batch size:   256 | lm loss: 3.249232E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.156 | TFLOPs: 32.21 |
7:  iteration    22220/   37905 | consumed samples:      5688320 | consumed tokens:  11649679360 | elapsed time per iteration (s): 0.37 | learning rate: 8.706E-05 | global batch size:   256 | lm loss: 3.242468E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.979 | TFLOPs: 32.16 |
7:  iteration    22230/   37905 | consumed samples:      5690880 | consumed tokens:  11654922240 | elapsed time per iteration (s): 0.37 | learning rate: 8.699E-05 | global batch size:   256 | lm loss: 3.251976E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.122 | TFLOPs: 32.21 |
7:  iteration    22240/   37905 | consumed samples:      5693440 | consumed tokens:  11660165120 | elapsed time per iteration (s): 0.37 | learning rate: 8.692E-05 | global batch size:   256 | lm loss: 3.243738E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.422 | TFLOPs: 32.23 |
7:  iteration    22250/   37905 | consumed samples:      5696000 | consumed tokens:  11665408000 | elapsed time per iteration (s): 0.37 | learning rate: 8.685E-05 | global batch size:   256 | lm loss: 3.245994E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.531 | TFLOPs: 32.28 |
7:  iteration    22260/   37905 | consumed samples:      5698560 | consumed tokens:  11670650880 | elapsed time per iteration (s): 0.37 | learning rate: 8.677E-05 | global batch size:   256 | lm loss: 3.250607E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.211 | TFLOPs: 31.98 |
7:  iteration    22270/   37905 | consumed samples:      5701120 | consumed tokens:  11675893760 | elapsed time per iteration (s): 0.37 | learning rate: 8.670E-05 | global batch size:   256 | lm loss: 3.244249E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.122 | TFLOPs: 32.26 |
7:  iteration    22280/   37905 | consumed samples:      5703680 | consumed tokens:  11681136640 | elapsed time per iteration (s): 0.37 | learning rate: 8.663E-05 | global batch size:   256 | lm loss: 3.247398E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.196 | TFLOPs: 31.98 |
7:  iteration    22290/   37905 | consumed samples:      5706240 | consumed tokens:  11686379520 | elapsed time per iteration (s): 0.38 | learning rate: 8.656E-05 | global batch size:   256 | lm loss: 3.244996E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.317 | TFLOPs: 31.57 |
7:  iteration    22300/   37905 | consumed samples:      5708800 | consumed tokens:  11691622400 | elapsed time per iteration (s): 0.37 | learning rate: 8.648E-05 | global batch size:   256 | lm loss: 3.248655E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.769 | TFLOPs: 32.29 |
7:  iteration    22310/   37905 | consumed samples:      5711360 | consumed tokens:  11696865280 | elapsed time per iteration (s): 0.37 | learning rate: 8.641E-05 | global batch size:   256 | lm loss: 3.240328E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.428 | TFLOPs: 32.04 |
7:  iteration    22320/   37905 | consumed samples:      5713920 | consumed tokens:  11702108160 | elapsed time per iteration (s): 0.37 | learning rate: 8.634E-05 | global batch size:   256 | lm loss: 3.241230E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.428 | TFLOPs: 31.99 |
7:  iteration    22330/   37905 | consumed samples:      5716480 | consumed tokens:  11707351040 | elapsed time per iteration (s): 0.37 | learning rate: 8.626E-05 | global batch size:   256 | lm loss: 3.246191E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.165 | TFLOPs: 32.12 |
7:  iteration    22340/   37905 | consumed samples:      5719040 | consumed tokens:  11712593920 | elapsed time per iteration (s): 0.37 | learning rate: 8.619E-05 | global batch size:   256 | lm loss: 3.240630E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.858 | TFLOPs: 32.29 |
7:  iteration    22350/   37905 | consumed samples:      5721600 | consumed tokens:  11717836800 | elapsed time per iteration (s): 0.37 | learning rate: 8.612E-05 | global batch size:   256 | lm loss: 3.245960E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.898 | TFLOPs: 32.30 |
7:  iteration    22360/   37905 | consumed samples:      5724160 | consumed tokens:  11723079680 | elapsed time per iteration (s): 0.38 | learning rate: 8.605E-05 | global batch size:   256 | lm loss: 3.232739E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.081 | TFLOPs: 31.74 |
7:  iteration    22370/   37905 | consumed samples:      5726720 | consumed tokens:  11728322560 | elapsed time per iteration (s): 0.37 | learning rate: 8.597E-05 | global batch size:   256 | lm loss: 3.234463E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.292 | TFLOPs: 32.27 |
7:  iteration    22380/   37905 | consumed samples:      5729280 | consumed tokens:  11733565440 | elapsed time per iteration (s): 0.37 | learning rate: 8.590E-05 | global batch size:   256 | lm loss: 3.251298E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.788 | TFLOPs: 32.29 |
7:  iteration    22390/   37905 | consumed samples:      5731840 | consumed tokens:  11738808320 | elapsed time per iteration (s): 0.37 | learning rate: 8.583E-05 | global batch size:   256 | lm loss: 3.238639E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.680 | TFLOPs: 32.01 |
7:  iteration    22400/   37905 | consumed samples:      5734400 | consumed tokens:  11744051200 | elapsed time per iteration (s): 0.37 | learning rate: 8.576E-05 | global batch size:   256 | lm loss: 3.246987E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.496 | TFLOPs: 31.90 |
7:  iteration    22410/   37905 | consumed samples:      5736960 | consumed tokens:  11749294080 | elapsed time per iteration (s): 0.37 | learning rate: 8.568E-05 | global batch size:   256 | lm loss: 3.261715E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.614 | TFLOPs: 32.28 |
7:  iteration    22420/   37905 | consumed samples:      5739520 | consumed tokens:  11754536960 | elapsed time per iteration (s): 0.37 | learning rate: 8.561E-05 | global batch size:   256 | lm loss: 3.238760E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.720 | TFLOPs: 32.05 |
7:  iteration    22430/   37905 | consumed samples:      5742080 | consumed tokens:  11759779840 | elapsed time per iteration (s): 0.37 | learning rate: 8.554E-05 | global batch size:   256 | lm loss: 3.247786E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.649 | TFLOPs: 32.28 |
7:  iteration    22440/   37905 | consumed samples:      5744640 | consumed tokens:  11765022720 | elapsed time per iteration (s): 0.38 | learning rate: 8.547E-05 | global batch size:   256 | lm loss: 3.245330E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.020 | TFLOPs: 31.83 |
7:  iteration    22450/   37905 | consumed samples:      5747200 | consumed tokens:  11770265600 | elapsed time per iteration (s): 0.37 | learning rate: 8.539E-05 | global batch size:   256 | lm loss: 3.234862E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.975 | TFLOPs: 32.30 |
7:  iteration    22460/   37905 | consumed samples:      5749760 | consumed tokens:  11775508480 | elapsed time per iteration (s): 0.37 | learning rate: 8.532E-05 | global batch size:   256 | lm loss: 3.254716E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.277 | TFLOPs: 32.22 |
7:  iteration    22470/   37905 | consumed samples:      5752320 | consumed tokens:  11780751360 | elapsed time per iteration (s): 0.37 | learning rate: 8.525E-05 | global batch size:   256 | lm loss: 3.240815E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.395 | TFLOPs: 32.27 |
7:  iteration    22480/   37905 | consumed samples:      5754880 | consumed tokens:  11785994240 | elapsed time per iteration (s): 0.37 | learning rate: 8.518E-05 | global batch size:   256 | lm loss: 3.248442E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.395 | TFLOPs: 32.27 |
7:  iteration    22490/   37905 | consumed samples:      5757440 | consumed tokens:  11791237120 | elapsed time per iteration (s): 0.37 | learning rate: 8.510E-05 | global batch size:   256 | lm loss: 3.232690E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.904 | TFLOPs: 32.25 |
7:  iteration    22500/   37905 | consumed samples:      5760000 | consumed tokens:  11796480000 | elapsed time per iteration (s): 0.38 | learning rate: 8.503E-05 | global batch size:   256 | lm loss: 3.248631E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.289 | TFLOPs: 31.66 |
7:  iteration    22510/   37905 | consumed samples:      5762560 | consumed tokens:  11801722880 | elapsed time per iteration (s): 0.37 | learning rate: 8.496E-05 | global batch size:   256 | lm loss: 3.237789E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.699 | TFLOPs: 32.29 |
7:  iteration    22520/   37905 | consumed samples:      5765120 | consumed tokens:  11806965760 | elapsed time per iteration (s): 0.37 | learning rate: 8.489E-05 | global batch size:   256 | lm loss: 3.247544E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.719 | TFLOPs: 32.24 |
7:  iteration    22530/   37905 | consumed samples:      5767680 | consumed tokens:  11812208640 | elapsed time per iteration (s): 0.37 | learning rate: 8.481E-05 | global batch size:   256 | lm loss: 3.235858E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.374 | TFLOPs: 32.13 |
7:  iteration    22540/   37905 | consumed samples:      5770240 | consumed tokens:  11817451520 | elapsed time per iteration (s): 0.38 | learning rate: 8.474E-05 | global batch size:   256 | lm loss: 3.242386E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.576 | TFLOPs: 31.86 |
7:  iteration    22550/   37905 | consumed samples:      5772800 | consumed tokens:  11822694400 | elapsed time per iteration (s): 0.37 | learning rate: 8.467E-05 | global batch size:   256 | lm loss: 3.240910E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.709 | TFLOPs: 32.29 |
7:  iteration    22560/   37905 | consumed samples:      5775360 | consumed tokens:  11827937280 | elapsed time per iteration (s): 0.37 | learning rate: 8.460E-05 | global batch size:   256 | lm loss: 3.235944E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.836 | TFLOPs: 32.20 |
7:  iteration    22570/   37905 | consumed samples:      5777920 | consumed tokens:  11833180160 | elapsed time per iteration (s): 0.37 | learning rate: 8.452E-05 | global batch size:   256 | lm loss: 3.233649E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.132 | TFLOPs: 32.03 |
7:  iteration    22580/   37905 | consumed samples:      5780480 | consumed tokens:  11838423040 | elapsed time per iteration (s): 0.37 | learning rate: 8.445E-05 | global batch size:   256 | lm loss: 3.231943E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.111 | TFLOPs: 32.17 |
7:  iteration    22590/   37905 | consumed samples:      5783040 | consumed tokens:  11843665920 | elapsed time per iteration (s): 0.37 | learning rate: 8.438E-05 | global batch size:   256 | lm loss: 3.237840E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.298 | TFLOPs: 32.22 |
7:  iteration    22600/   37905 | consumed samples:      5785600 | consumed tokens:  11848908800 | elapsed time per iteration (s): 0.37 | learning rate: 8.431E-05 | global batch size:   256 | lm loss: 3.245654E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.118 | TFLOPs: 32.31 |
7:  iteration    22610/   37905 | consumed samples:      5788160 | consumed tokens:  11854151680 | elapsed time per iteration (s): 0.37 | learning rate: 8.424E-05 | global batch size:   256 | lm loss: 3.236079E+00 | grad norm: 0.291 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.263 | TFLOPs: 32.31 |
7:  iteration    22620/   37905 | consumed samples:      5790720 | consumed tokens:  11859394560 | elapsed time per iteration (s): 0.37 | learning rate: 8.416E-05 | global batch size:   256 | lm loss: 3.237954E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.847 | TFLOPs: 32.01 |
7:  iteration    22630/   37905 | consumed samples:      5793280 | consumed tokens:  11864637440 | elapsed time per iteration (s): 0.37 | learning rate: 8.409E-05 | global batch size:   256 | lm loss: 3.251995E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.990 | TFLOPs: 32.30 |
7:  iteration    22640/   37905 | consumed samples:      5795840 | consumed tokens:  11869880320 | elapsed time per iteration (s): 0.37 | learning rate: 8.402E-05 | global batch size:   256 | lm loss: 3.245854E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.172 | TFLOPs: 32.31 |
7:  iteration    22650/   37905 | consumed samples:      5798400 | consumed tokens:  11875123200 | elapsed time per iteration (s): 0.37 | learning rate: 8.395E-05 | global batch size:   256 | lm loss: 3.235649E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.193 | TFLOPs: 32.12 |
7:  iteration    22660/   37905 | consumed samples:      5800960 | consumed tokens:  11880366080 | elapsed time per iteration (s): 0.37 | learning rate: 8.388E-05 | global batch size:   256 | lm loss: 3.246234E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.683 | TFLOPs: 32.29 |
7:  iteration    22670/   37905 | consumed samples:      5803520 | consumed tokens:  11885608960 | elapsed time per iteration (s): 0.37 | learning rate: 8.380E-05 | global batch size:   256 | lm loss: 3.245237E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.838 | TFLOPs: 32.29 |
7:  iteration    22680/   37905 | consumed samples:      5806080 | consumed tokens:  11890851840 | elapsed time per iteration (s): 0.37 | learning rate: 8.373E-05 | global batch size:   256 | lm loss: 3.248264E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.041 | TFLOPs: 32.30 |
7:  iteration    22690/   37905 | consumed samples:      5808640 | consumed tokens:  11896094720 | elapsed time per iteration (s): 0.37 | learning rate: 8.366E-05 | global batch size:   256 | lm loss: 3.235559E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.156 | TFLOPs: 32.31 |
7:  iteration    22700/   37905 | consumed samples:      5811200 | consumed tokens:  11901337600 | elapsed time per iteration (s): 0.37 | learning rate: 8.359E-05 | global batch size:   256 | lm loss: 3.232976E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.885 | TFLOPs: 32.01 |
7:  iteration    22710/   37905 | consumed samples:      5813760 | consumed tokens:  11906580480 | elapsed time per iteration (s): 0.37 | learning rate: 8.352E-05 | global batch size:   256 | lm loss: 3.247742E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.955 | TFLOPs: 32.11 |
7:  iteration    22720/   37905 | consumed samples:      5816320 | consumed tokens:  11911823360 | elapsed time per iteration (s): 0.37 | learning rate: 8.344E-05 | global batch size:   256 | lm loss: 3.251938E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.299 | TFLOPs: 32.31 |
7:  iteration    22730/   37905 | consumed samples:      5818880 | consumed tokens:  11917066240 | elapsed time per iteration (s): 0.37 | learning rate: 8.337E-05 | global batch size:   256 | lm loss: 3.240563E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.291 | TFLOPs: 32.03 |
7:  iteration    22740/   37905 | consumed samples:      5821440 | consumed tokens:  11922309120 | elapsed time per iteration (s): 0.37 | learning rate: 8.330E-05 | global batch size:   256 | lm loss: 3.245838E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.029 | TFLOPs: 32.30 |
7:  iteration    22750/   37905 | consumed samples:      5824000 | consumed tokens:  11927552000 | elapsed time per iteration (s): 0.37 | learning rate: 8.323E-05 | global batch size:   256 | lm loss: 3.241743E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.996 | TFLOPs: 32.30 |
7:  iteration    22760/   37905 | consumed samples:      5826560 | consumed tokens:  11932794880 | elapsed time per iteration (s): 0.37 | learning rate: 8.316E-05 | global batch size:   256 | lm loss: 3.251622E+00 | grad norm: 0.297 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.731 | TFLOPs: 32.29 |
7:  iteration    22770/   37905 | consumed samples:      5829120 | consumed tokens:  11938037760 | elapsed time per iteration (s): 0.37 | learning rate: 8.308E-05 | global batch size:   256 | lm loss: 3.240167E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.560 | TFLOPs: 32.28 |
7:  iteration    22780/   37905 | consumed samples:      5831680 | consumed tokens:  11943280640 | elapsed time per iteration (s): 0.37 | learning rate: 8.301E-05 | global batch size:   256 | lm loss: 3.226574E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.666 | TFLOPs: 32.28 |
7:  iteration    22790/   37905 | consumed samples:      5834240 | consumed tokens:  11948523520 | elapsed time per iteration (s): 0.37 | learning rate: 8.294E-05 | global batch size:   256 | lm loss: 3.230630E+00 | grad norm: 0.288 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.045 | TFLOPs: 32.30 |
7:  iteration    22800/   37905 | consumed samples:      5836800 | consumed tokens:  11953766400 | elapsed time per iteration (s): 0.37 | learning rate: 8.287E-05 | global batch size:   256 | lm loss: 3.248882E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.191 | TFLOPs: 32.31 |
7:  iteration    22810/   37905 | consumed samples:      5839360 | consumed tokens:  11959009280 | elapsed time per iteration (s): 0.37 | learning rate: 8.280E-05 | global batch size:   256 | lm loss: 3.254066E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.034 | TFLOPs: 32.30 |
7:  iteration    22820/   37905 | consumed samples:      5841920 | consumed tokens:  11964252160 | elapsed time per iteration (s): 0.37 | learning rate: 8.272E-05 | global batch size:   256 | lm loss: 3.245799E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.967 | TFLOPs: 32.30 |
7:  iteration    22830/   37905 | consumed samples:      5844480 | consumed tokens:  11969495040 | elapsed time per iteration (s): 0.37 | learning rate: 8.265E-05 | global batch size:   256 | lm loss: 3.226575E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.837 | TFLOPs: 32.29 |
7:  iteration    22840/   37905 | consumed samples:      5847040 | consumed tokens:  11974737920 | elapsed time per iteration (s): 0.37 | learning rate: 8.258E-05 | global batch size:   256 | lm loss: 3.252972E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.958 | TFLOPs: 32.30 |
7:  iteration    22850/   37905 | consumed samples:      5849600 | consumed tokens:  11979980800 | elapsed time per iteration (s): 0.37 | learning rate: 8.251E-05 | global batch size:   256 | lm loss: 3.252595E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.675 | TFLOPs: 32.28 |
7:  iteration    22860/   37905 | consumed samples:      5852160 | consumed tokens:  11985223680 | elapsed time per iteration (s): 0.37 | learning rate: 8.244E-05 | global batch size:   256 | lm loss: 3.244067E+00 | grad norm: 0.306 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.043 | TFLOPs: 32.30 |
7:  iteration    22870/   37905 | consumed samples:      5854720 | consumed tokens:  11990466560 | elapsed time per iteration (s): 0.37 | learning rate: 8.237E-05 | global batch size:   256 | lm loss: 3.256330E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.297 | TFLOPs: 32.31 |
7:  iteration    22880/   37905 | consumed samples:      5857280 | consumed tokens:  11995709440 | elapsed time per iteration (s): 0.37 | learning rate: 8.229E-05 | global batch size:   256 | lm loss: 3.249927E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.194 | TFLOPs: 32.31 |
7:  iteration    22890/   37905 | consumed samples:      5859840 | consumed tokens:  12000952320 | elapsed time per iteration (s): 0.37 | learning rate: 8.222E-05 | global batch size:   256 | lm loss: 3.227402E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.289 | TFLOPs: 32.31 |
7:  iteration    22900/   37905 | consumed samples:      5862400 | consumed tokens:  12006195200 | elapsed time per iteration (s): 0.37 | learning rate: 8.215E-05 | global batch size:   256 | lm loss: 3.241878E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.299 | TFLOPs: 32.31 |
7:  iteration    22910/   37905 | consumed samples:      5864960 | consumed tokens:  12011438080 | elapsed time per iteration (s): 0.37 | learning rate: 8.208E-05 | global batch size:   256 | lm loss: 3.238037E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.681 | TFLOPs: 32.29 |
7:  iteration    22920/   37905 | consumed samples:      5867520 | consumed tokens:  12016680960 | elapsed time per iteration (s): 0.37 | learning rate: 8.201E-05 | global batch size:   256 | lm loss: 3.246939E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.066 | TFLOPs: 32.30 |
7:  iteration    22930/   37905 | consumed samples:      5870080 | consumed tokens:  12021923840 | elapsed time per iteration (s): 0.37 | learning rate: 8.194E-05 | global batch size:   256 | lm loss: 3.246347E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.344 | TFLOPs: 32.32 |
7:  iteration    22940/   37905 | consumed samples:      5872640 | consumed tokens:  12027166720 | elapsed time per iteration (s): 0.37 | learning rate: 8.186E-05 | global batch size:   256 | lm loss: 3.250921E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.488 | TFLOPs: 32.32 |
7:  iteration    22950/   37905 | consumed samples:      5875200 | consumed tokens:  12032409600 | elapsed time per iteration (s): 0.37 | learning rate: 8.179E-05 | global batch size:   256 | lm loss: 3.237851E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.392 | TFLOPs: 32.32 |
7:  iteration    22960/   37905 | consumed samples:      5877760 | consumed tokens:  12037652480 | elapsed time per iteration (s): 0.37 | learning rate: 8.172E-05 | global batch size:   256 | lm loss: 3.225012E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.535 | TFLOPs: 32.32 |
7:  iteration    22970/   37905 | consumed samples:      5880320 | consumed tokens:  12042895360 | elapsed time per iteration (s): 0.37 | learning rate: 8.165E-05 | global batch size:   256 | lm loss: 3.238354E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.322 | TFLOPs: 32.32 |
7:  iteration    22980/   37905 | consumed samples:      5882880 | consumed tokens:  12048138240 | elapsed time per iteration (s): 0.37 | learning rate: 8.158E-05 | global batch size:   256 | lm loss: 3.237320E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.416 | TFLOPs: 32.32 |
7:  iteration    22990/   37905 | consumed samples:      5885440 | consumed tokens:  12053381120 | elapsed time per iteration (s): 0.37 | learning rate: 8.151E-05 | global batch size:   256 | lm loss: 3.254811E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.531 | TFLOPs: 32.32 |
7:  iteration    23000/   37905 | consumed samples:      5888000 | consumed tokens:  12058624000 | elapsed time per iteration (s): 0.37 | learning rate: 8.143E-05 | global batch size:   256 | lm loss: 3.239761E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.133 | TFLOPs: 32.31 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 23000 | lm loss value: 3.757228E+00 | lm loss PPL: 4.282954E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   23000 to checkpoints_146m20b100m
0: [2023-03-14 14:12:26,387] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step23000 is begin to save!
0: [2023-03-14 14:12:26,390] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:12:26,479] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 14:12:26,511] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/layer_04-model_00-model_states.pt.
0: [2023-03-14 14:12:26,511] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_05-model_00-model_states.pt...
0: [2023-03-14 14:12:26,526] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/layer_05-model_00-model_states.pt.
0: [2023-03-14 14:12:26,526] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,556] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,571] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_09-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,586] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,647] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,662] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,677] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,692] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 14:12:26,709] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step23000/mp_rank_00_model_states.pt
0: [2023-03-14 14:12:26,709] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/mp_rank_00_model_states.pt...
0: [2023-03-14 14:12:26,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/mp_rank_00_model_states.pt.
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
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4: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:12:26,728] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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7: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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1: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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3: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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3: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
0: [2023-03-14 14:12:26,771] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:12:26,771] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:12:26,771] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 14:12:26,771] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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7: [2023-03-14 14:12:26,772] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 14:12:26,772] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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7: [2023-03-14 14:12:26,772] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 14:12:26,773] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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5: [2023-03-14 14:12:26,774] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
1: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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1: [2023-03-14 14:12:26,770] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:12:26,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
1: [2023-03-14 14:12:26,770] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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5: [2023-03-14 14:12:26,775] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,775] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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2: [2023-03-14 14:12:26,769] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:12:26,769] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:12:26,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 14:12:26,769] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 14:12:26,769] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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2: [2023-03-14 14:12:26,776] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
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4: [2023-03-14 14:12:26,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
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5: [2023-03-14 14:12:26,777] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
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5: [2023-03-14 14:12:26,777] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:12:26,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,777] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
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6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:12:26,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,780] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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6: [2023-03-14 14:12:26,780] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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6: [2023-03-14 14:12:26,781] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,781] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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6: [2023-03-14 14:12:26,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
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6: [2023-03-14 14:12:26,782] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 14:12:26,782] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
0: [2023-03-14 14:12:26,792] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:12:26,792] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
0:   successfully saved checkpoint at iteration   23000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 410.69
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5: [2023-03-14 14:12:26,779] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step23000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 14:12:26,779] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step23000 is ready now!
7:  iteration    23010/   37905 | consumed samples:      5890560 | consumed tokens:  12063866880 | elapsed time per iteration (s): 0.42 | learning rate: 8.136E-05 | global batch size:   256 | lm loss: 3.247702E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 604.331 | TFLOPs: 28.21 |
7:  iteration    23020/   37905 | consumed samples:      5893120 | consumed tokens:  12069109760 | elapsed time per iteration (s): 0.37 | learning rate: 8.129E-05 | global batch size:   256 | lm loss: 3.242886E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.697 | TFLOPs: 32.29 |
7:  iteration    23030/   37905 | consumed samples:      5895680 | consumed tokens:  12074352640 | elapsed time per iteration (s): 0.37 | learning rate: 8.122E-05 | global batch size:   256 | lm loss: 3.235100E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.954 | TFLOPs: 32.30 |
7:  iteration    23040/   37905 | consumed samples:      5898240 | consumed tokens:  12079595520 | elapsed time per iteration (s): 0.37 | learning rate: 8.115E-05 | global batch size:   256 | lm loss: 3.244874E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.766 | TFLOPs: 32.29 |
7:  iteration    23050/   37905 | consumed samples:      5900800 | consumed tokens:  12084838400 | elapsed time per iteration (s): 0.37 | learning rate: 8.108E-05 | global batch size:   256 | lm loss: 3.252236E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.703 | TFLOPs: 32.29 |
7:  iteration    23060/   37905 | consumed samples:      5903360 | consumed tokens:  12090081280 | elapsed time per iteration (s): 0.37 | learning rate: 8.101E-05 | global batch size:   256 | lm loss: 3.233564E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.104 | TFLOPs: 31.98 |
7:  iteration    23070/   37905 | consumed samples:      5905920 | consumed tokens:  12095324160 | elapsed time per iteration (s): 0.37 | learning rate: 8.094E-05 | global batch size:   256 | lm loss: 3.246032E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.707 | TFLOPs: 32.29 |
7:  iteration    23080/   37905 | consumed samples:      5908480 | consumed tokens:  12100567040 | elapsed time per iteration (s): 0.37 | learning rate: 8.086E-05 | global batch size:   256 | lm loss: 3.235420E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.884 | TFLOPs: 32.29 |
7:  iteration    23090/   37905 | consumed samples:      5911040 | consumed tokens:  12105809920 | elapsed time per iteration (s): 0.37 | learning rate: 8.079E-05 | global batch size:   256 | lm loss: 3.256137E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.840 | TFLOPs: 32.29 |
7:  iteration    23100/   37905 | consumed samples:      5913600 | consumed tokens:  12111052800 | elapsed time per iteration (s): 0.37 | learning rate: 8.072E-05 | global batch size:   256 | lm loss: 3.233352E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.114 | TFLOPs: 32.31 |
7:  iteration    23110/   37905 | consumed samples:      5916160 | consumed tokens:  12116295680 | elapsed time per iteration (s): 0.37 | learning rate: 8.065E-05 | global batch size:   256 | lm loss: 3.248607E+00 | grad norm: 0.293 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.500 | TFLOPs: 32.28 |
7:  iteration    23120/   37905 | consumed samples:      5918720 | consumed tokens:  12121538560 | elapsed time per iteration (s): 0.37 | learning rate: 8.058E-05 | global batch size:   256 | lm loss: 3.229613E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.970 | TFLOPs: 32.25 |
7:  iteration    23130/   37905 | consumed samples:      5921280 | consumed tokens:  12126781440 | elapsed time per iteration (s): 0.37 | learning rate: 8.051E-05 | global batch size:   256 | lm loss: 3.239885E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.604 | TFLOPs: 32.28 |
7:  iteration    23140/   37905 | consumed samples:      5923840 | consumed tokens:  12132024320 | elapsed time per iteration (s): 0.37 | learning rate: 8.044E-05 | global batch size:   256 | lm loss: 3.230581E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.340 | TFLOPs: 32.22 |
7:  iteration    23150/   37905 | consumed samples:      5926400 | consumed tokens:  12137267200 | elapsed time per iteration (s): 0.37 | learning rate: 8.037E-05 | global batch size:   256 | lm loss: 3.232994E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.765 | TFLOPs: 32.29 |
7:  iteration    23160/   37905 | consumed samples:      5928960 | consumed tokens:  12142510080 | elapsed time per iteration (s): 0.37 | learning rate: 8.029E-05 | global batch size:   256 | lm loss: 3.231051E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.910 | TFLOPs: 32.30 |
7:  iteration    23170/   37905 | consumed samples:      5931520 | consumed tokens:  12147752960 | elapsed time per iteration (s): 0.37 | learning rate: 8.022E-05 | global batch size:   256 | lm loss: 3.235100E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.007 | TFLOPs: 32.30 |
7:  iteration    23180/   37905 | consumed samples:      5934080 | consumed tokens:  12152995840 | elapsed time per iteration (s): 0.37 | learning rate: 8.015E-05 | global batch size:   256 | lm loss: 3.237166E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.033 | TFLOPs: 32.30 |
7:  iteration    23190/   37905 | consumed samples:      5936640 | consumed tokens:  12158238720 | elapsed time per iteration (s): 0.37 | learning rate: 8.008E-05 | global batch size:   256 | lm loss: 3.245176E+00 | grad norm: 0.286 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.241 | TFLOPs: 32.31 |
7:  iteration    23200/   37905 | consumed samples:      5939200 | consumed tokens:  12163481600 | elapsed time per iteration (s): 0.37 | learning rate: 8.001E-05 | global batch size:   256 | lm loss: 3.250169E+00 | grad norm: 0.292 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.761 | TFLOPs: 32.10 |
7:  iteration    23210/   37905 | consumed samples:      5941760 | consumed tokens:  12168724480 | elapsed time per iteration (s): 0.37 | learning rate: 7.994E-05 | global batch size:   256 | lm loss: 3.242118E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.106 | TFLOPs: 32.30 |
7:  iteration    23220/   37905 | consumed samples:      5944320 | consumed tokens:  12173967360 | elapsed time per iteration (s): 0.37 | learning rate: 7.987E-05 | global batch size:   256 | lm loss: 3.229308E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.285 | TFLOPs: 32.31 |
7:  iteration    23230/   37905 | consumed samples:      5946880 | consumed tokens:  12179210240 | elapsed time per iteration (s): 0.37 | learning rate: 7.980E-05 | global batch size:   256 | lm loss: 3.241696E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.796 | TFLOPs: 32.29 |
7:  iteration    23240/   37905 | consumed samples:      5949440 | consumed tokens:  12184453120 | elapsed time per iteration (s): 0.37 | learning rate: 7.973E-05 | global batch size:   256 | lm loss: 3.244865E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.706 | TFLOPs: 32.29 |
7:  iteration    23250/   37905 | consumed samples:      5952000 | consumed tokens:  12189696000 | elapsed time per iteration (s): 0.37 | learning rate: 7.965E-05 | global batch size:   256 | lm loss: 3.239769E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.400 | TFLOPs: 32.27 |
7:  iteration    23260/   37905 | consumed samples:      5954560 | consumed tokens:  12194938880 | elapsed time per iteration (s): 0.37 | learning rate: 7.958E-05 | global batch size:   256 | lm loss: 3.236132E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.491 | TFLOPs: 32.28 |
7:  iteration    23270/   37905 | consumed samples:      5957120 | consumed tokens:  12200181760 | elapsed time per iteration (s): 0.37 | learning rate: 7.951E-05 | global batch size:   256 | lm loss: 3.238528E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.244 | TFLOPs: 32.26 |
7:  iteration    23280/   37905 | consumed samples:      5959680 | consumed tokens:  12205424640 | elapsed time per iteration (s): 0.37 | learning rate: 7.944E-05 | global batch size:   256 | lm loss: 3.237382E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.610 | TFLOPs: 32.24 |
7:  iteration    23290/   37905 | consumed samples:      5962240 | consumed tokens:  12210667520 | elapsed time per iteration (s): 0.37 | learning rate: 7.937E-05 | global batch size:   256 | lm loss: 3.229432E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.280 | TFLOPs: 31.89 |
7:  iteration    23300/   37905 | consumed samples:      5964800 | consumed tokens:  12215910400 | elapsed time per iteration (s): 0.37 | learning rate: 7.930E-05 | global batch size:   256 | lm loss: 3.237759E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.257 | TFLOPs: 32.27 |
7:  iteration    23310/   37905 | consumed samples:      5967360 | consumed tokens:  12221153280 | elapsed time per iteration (s): 0.37 | learning rate: 7.923E-05 | global batch size:   256 | lm loss: 3.239244E+00 | grad norm: 0.298 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.851 | TFLOPs: 32.25 |
7:  iteration    23320/   37905 | consumed samples:      5969920 | consumed tokens:  12226396160 | elapsed time per iteration (s): 0.37 | learning rate: 7.916E-05 | global batch size:   256 | lm loss: 3.238983E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.933 | TFLOPs: 32.25 |
7:  iteration    23330/   37905 | consumed samples:      5972480 | consumed tokens:  12231639040 | elapsed time per iteration (s): 0.37 | learning rate: 7.909E-05 | global batch size:   256 | lm loss: 3.226741E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.290 | TFLOPs: 32.27 |
7:  iteration    23340/   37905 | consumed samples:      5975040 | consumed tokens:  12236881920 | elapsed time per iteration (s): 0.37 | learning rate: 7.902E-05 | global batch size:   256 | lm loss: 3.244774E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.988 | TFLOPs: 32.02 |
7:  iteration    23350/   37905 | consumed samples:      5977600 | consumed tokens:  12242124800 | elapsed time per iteration (s): 0.37 | learning rate: 7.895E-05 | global batch size:   256 | lm loss: 3.239314E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.022 | TFLOPs: 32.25 |
7:  iteration    23360/   37905 | consumed samples:      5980160 | consumed tokens:  12247367680 | elapsed time per iteration (s): 0.37 | learning rate: 7.888E-05 | global batch size:   256 | lm loss: 3.239485E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.991 | TFLOPs: 32.25 |
7:  iteration    23370/   37905 | consumed samples:      5982720 | consumed tokens:  12252610560 | elapsed time per iteration (s): 0.37 | learning rate: 7.881E-05 | global batch size:   256 | lm loss: 3.237596E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.324 | TFLOPs: 32.27 |
7:  iteration    23380/   37905 | consumed samples:      5985280 | consumed tokens:  12257853440 | elapsed time per iteration (s): 0.37 | learning rate: 7.873E-05 | global batch size:   256 | lm loss: 3.245497E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.452 | TFLOPs: 32.27 |
7:  iteration    23390/   37905 | consumed samples:      5987840 | consumed tokens:  12263096320 | elapsed time per iteration (s): 0.37 | learning rate: 7.866E-05 | global batch size:   256 | lm loss: 3.245992E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.825 | TFLOPs: 32.29 |
7:  iteration    23400/   37905 | consumed samples:      5990400 | consumed tokens:  12268339200 | elapsed time per iteration (s): 0.37 | learning rate: 7.859E-05 | global batch size:   256 | lm loss: 3.243082E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.657 | TFLOPs: 32.28 |
7:  iteration    23410/   37905 | consumed samples:      5992960 | consumed tokens:  12273582080 | elapsed time per iteration (s): 0.37 | learning rate: 7.852E-05 | global batch size:   256 | lm loss: 3.238996E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.662 | TFLOPs: 32.28 |
7:  iteration    23420/   37905 | consumed samples:      5995520 | consumed tokens:  12278824960 | elapsed time per iteration (s): 0.37 | learning rate: 7.845E-05 | global batch size:   256 | lm loss: 3.246891E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.522 | TFLOPs: 32.28 |
7:  iteration    23430/   37905 | consumed samples:      5998080 | consumed tokens:  12284067840 | elapsed time per iteration (s): 0.37 | learning rate: 7.838E-05 | global batch size:   256 | lm loss: 3.237240E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.253 | TFLOPs: 32.27 |
7:  iteration    23440/   37905 | consumed samples:      6000640 | consumed tokens:  12289310720 | elapsed time per iteration (s): 0.37 | learning rate: 7.831E-05 | global batch size:   256 | lm loss: 3.241313E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.353 | TFLOPs: 32.27 |
7:  iteration    23450/   37905 | consumed samples:      6003200 | consumed tokens:  12294553600 | elapsed time per iteration (s): 0.37 | learning rate: 7.824E-05 | global batch size:   256 | lm loss: 3.235104E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.236 | TFLOPs: 32.26 |
7:  iteration    23460/   37905 | consumed samples:      6005760 | consumed tokens:  12299796480 | elapsed time per iteration (s): 0.37 | learning rate: 7.817E-05 | global batch size:   256 | lm loss: 3.234745E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.083 | TFLOPs: 32.26 |
7:  iteration    23470/   37905 | consumed samples:      6008320 | consumed tokens:  12305039360 | elapsed time per iteration (s): 0.37 | learning rate: 7.810E-05 | global batch size:   256 | lm loss: 3.249255E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.461 | TFLOPs: 32.27 |
7:  iteration    23480/   37905 | consumed samples:      6010880 | consumed tokens:  12310282240 | elapsed time per iteration (s): 0.37 | learning rate: 7.803E-05 | global batch size:   256 | lm loss: 3.231177E+00 | grad norm: 0.294 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.613 | TFLOPs: 32.10 |
7:  iteration    23490/   37905 | consumed samples:      6013440 | consumed tokens:  12315525120 | elapsed time per iteration (s): 0.37 | learning rate: 7.796E-05 | global batch size:   256 | lm loss: 3.234060E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.446 | TFLOPs: 32.27 |
7:  iteration    23500/   37905 | consumed samples:      6016000 | consumed tokens:  12320768000 | elapsed time per iteration (s): 0.37 | learning rate: 7.789E-05 | global batch size:   256 | lm loss: 3.238465E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.336 | TFLOPs: 32.27 |
7:  iteration    23510/   37905 | consumed samples:      6018560 | consumed tokens:  12326010880 | elapsed time per iteration (s): 0.37 | learning rate: 7.782E-05 | global batch size:   256 | lm loss: 3.235775E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.877 | TFLOPs: 32.29 |
7:  iteration    23520/   37905 | consumed samples:      6021120 | consumed tokens:  12331253760 | elapsed time per iteration (s): 0.37 | learning rate: 7.775E-05 | global batch size:   256 | lm loss: 3.235916E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.401 | TFLOPs: 32.27 |
7:  iteration    23530/   37905 | consumed samples:      6023680 | consumed tokens:  12336496640 | elapsed time per iteration (s): 0.37 | learning rate: 7.768E-05 | global batch size:   256 | lm loss: 3.230302E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.533 | TFLOPs: 32.28 |
7:  iteration    23540/   37905 | consumed samples:      6026240 | consumed tokens:  12341739520 | elapsed time per iteration (s): 0.37 | learning rate: 7.761E-05 | global batch size:   256 | lm loss: 3.236453E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.417 | TFLOPs: 32.27 |
7:  iteration    23550/   37905 | consumed samples:      6028800 | consumed tokens:  12346982400 | elapsed time per iteration (s): 0.37 | learning rate: 7.754E-05 | global batch size:   256 | lm loss: 3.246025E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.949 | TFLOPs: 32.30 |
7:  iteration    23560/   37905 | consumed samples:      6031360 | consumed tokens:  12352225280 | elapsed time per iteration (s): 0.37 | learning rate: 7.747E-05 | global batch size:   256 | lm loss: 3.239363E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.467 | TFLOPs: 32.28 |
7:  iteration    23570/   37905 | consumed samples:      6033920 | consumed tokens:  12357468160 | elapsed time per iteration (s): 0.37 | learning rate: 7.740E-05 | global batch size:   256 | lm loss: 3.229465E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.836 | TFLOPs: 32.25 |
7:  iteration    23580/   37905 | consumed samples:      6036480 | consumed tokens:  12362711040 | elapsed time per iteration (s): 0.37 | learning rate: 7.733E-05 | global batch size:   256 | lm loss: 3.244075E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.990 | TFLOPs: 32.25 |
7:  iteration    23590/   37905 | consumed samples:      6039040 | consumed tokens:  12367953920 | elapsed time per iteration (s): 0.37 | learning rate: 7.726E-05 | global batch size:   256 | lm loss: 3.243226E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.089 | TFLOPs: 32.26 |
7:  iteration    23600/   37905 | consumed samples:      6041600 | consumed tokens:  12373196800 | elapsed time per iteration (s): 0.37 | learning rate: 7.719E-05 | global batch size:   256 | lm loss: 3.230431E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.918 | TFLOPs: 32.02 |
7:  iteration    23610/   37905 | consumed samples:      6044160 | consumed tokens:  12378439680 | elapsed time per iteration (s): 0.37 | learning rate: 7.712E-05 | global batch size:   256 | lm loss: 3.237232E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.408 | TFLOPs: 32.04 |
7:  iteration    23620/   37905 | consumed samples:      6046720 | consumed tokens:  12383682560 | elapsed time per iteration (s): 0.38 | learning rate: 7.705E-05 | global batch size:   256 | lm loss: 3.226788E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.447 | TFLOPs: 31.39 |
7:  iteration    23630/   37905 | consumed samples:      6049280 | consumed tokens:  12388925440 | elapsed time per iteration (s): 0.38 | learning rate: 7.698E-05 | global batch size:   256 | lm loss: 3.233643E+00 | grad norm: 0.308 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.699 | TFLOPs: 31.63 |
7:  iteration    23640/   37905 | consumed samples:      6051840 | consumed tokens:  12394168320 | elapsed time per iteration (s): 0.38 | learning rate: 7.691E-05 | global batch size:   256 | lm loss: 3.221830E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.085 | TFLOPs: 31.74 |
7:  iteration    23650/   37905 | consumed samples:      6054400 | consumed tokens:  12399411200 | elapsed time per iteration (s): 0.38 | learning rate: 7.684E-05 | global batch size:   256 | lm loss: 3.229589E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.581 | TFLOPs: 31.77 |
7:  iteration    23660/   37905 | consumed samples:      6056960 | consumed tokens:  12404654080 | elapsed time per iteration (s): 0.37 | learning rate: 7.677E-05 | global batch size:   256 | lm loss: 3.245619E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.850 | TFLOPs: 32.25 |
7:  iteration    23670/   37905 | consumed samples:      6059520 | consumed tokens:  12409896960 | elapsed time per iteration (s): 0.37 | learning rate: 7.670E-05 | global batch size:   256 | lm loss: 3.249577E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.460 | TFLOPs: 32.04 |
7:  iteration    23680/   37905 | consumed samples:      6062080 | consumed tokens:  12415139840 | elapsed time per iteration (s): 0.38 | learning rate: 7.663E-05 | global batch size:   256 | lm loss: 3.238257E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.972 | TFLOPs: 31.55 |
7:  iteration    23690/   37905 | consumed samples:      6064640 | consumed tokens:  12420382720 | elapsed time per iteration (s): 0.37 | learning rate: 7.656E-05 | global batch size:   256 | lm loss: 3.231590E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.743 | TFLOPs: 32.01 |
7:  iteration    23700/   37905 | consumed samples:      6067200 | consumed tokens:  12425625600 | elapsed time per iteration (s): 0.38 | learning rate: 7.649E-05 | global batch size:   256 | lm loss: 3.232716E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.710 | TFLOPs: 31.77 |
7:  iteration    23710/   37905 | consumed samples:      6069760 | consumed tokens:  12430868480 | elapsed time per iteration (s): 0.37 | learning rate: 7.642E-05 | global batch size:   256 | lm loss: 3.234153E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.035 | TFLOPs: 32.02 |
7:  iteration    23720/   37905 | consumed samples:      6072320 | consumed tokens:  12436111360 | elapsed time per iteration (s): 0.37 | learning rate: 7.635E-05 | global batch size:   256 | lm loss: 3.220000E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.022 | TFLOPs: 32.02 |
7:  iteration    23730/   37905 | consumed samples:      6074880 | consumed tokens:  12441354240 | elapsed time per iteration (s): 0.38 | learning rate: 7.628E-05 | global batch size:   256 | lm loss: 3.236754E+00 | grad norm: 0.278 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.009 | TFLOPs: 31.83 |
7:  iteration    23740/   37905 | consumed samples:      6077440 | consumed tokens:  12446597120 | elapsed time per iteration (s): 0.37 | learning rate: 7.621E-05 | global batch size:   256 | lm loss: 3.227903E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.265 | TFLOPs: 32.17 |
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7:  iteration    23780/   37905 | consumed samples:      6087680 | consumed tokens:  12467568640 | elapsed time per iteration (s): 0.37 | learning rate: 7.593E-05 | global batch size:   256 | lm loss: 3.233332E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.166 | TFLOPs: 32.07 |
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7:  iteration    23860/   37905 | consumed samples:      6108160 | consumed tokens:  12509511680 | elapsed time per iteration (s): 0.37 | learning rate: 7.537E-05 | global batch size:   256 | lm loss: 3.237911E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.433 | TFLOPs: 31.90 |
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7:  iteration    23880/   37905 | consumed samples:      6113280 | consumed tokens:  12519997440 | elapsed time per iteration (s): 0.38 | learning rate: 7.523E-05 | global batch size:   256 | lm loss: 3.253381E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.270 | TFLOPs: 31.66 |
7:  iteration    23890/   37905 | consumed samples:      6115840 | consumed tokens:  12525240320 | elapsed time per iteration (s): 0.37 | learning rate: 7.516E-05 | global batch size:   256 | lm loss: 3.237751E+00 | grad norm: 0.295 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.205 | TFLOPs: 31.98 |
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7:  iteration    23910/   37905 | consumed samples:      6120960 | consumed tokens:  12535726080 | elapsed time per iteration (s): 0.37 | learning rate: 7.502E-05 | global batch size:   256 | lm loss: 3.224997E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.846 | TFLOPs: 32.06 |
7:  iteration    23920/   37905 | consumed samples:      6123520 | consumed tokens:  12540968960 | elapsed time per iteration (s): 0.37 | learning rate: 7.495E-05 | global batch size:   256 | lm loss: 3.231858E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.507 | TFLOPs: 31.95 |
7:  iteration    23930/   37905 | consumed samples:      6126080 | consumed tokens:  12546211840 | elapsed time per iteration (s): 0.37 | learning rate: 7.488E-05 | global batch size:   256 | lm loss: 3.243641E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.968 | TFLOPs: 31.97 |
7:  iteration    23940/   37905 | consumed samples:      6128640 | consumed tokens:  12551454720 | elapsed time per iteration (s): 0.37 | learning rate: 7.481E-05 | global batch size:   256 | lm loss: 3.238282E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.607 | TFLOPs: 32.28 |
7:  iteration    23950/   37905 | consumed samples:      6131200 | consumed tokens:  12556697600 | elapsed time per iteration (s): 0.37 | learning rate: 7.474E-05 | global batch size:   256 | lm loss: 3.229702E+00 | grad norm: 0.283 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.474 | TFLOPs: 32.09 |
7:  iteration    23960/   37905 | consumed samples:      6133760 | consumed tokens:  12561940480 | elapsed time per iteration (s): 0.37 | learning rate: 7.468E-05 | global batch size:   256 | lm loss: 3.243917E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.694 | TFLOPs: 32.15 |
7:  iteration    23970/   37905 | consumed samples:      6136320 | consumed tokens:  12567183360 | elapsed time per iteration (s): 0.37 | learning rate: 7.461E-05 | global batch size:   256 | lm loss: 3.241533E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.606 | TFLOPs: 32.05 |
7:  iteration    23980/   37905 | consumed samples:      6138880 | consumed tokens:  12572426240 | elapsed time per iteration (s): 0.37 | learning rate: 7.454E-05 | global batch size:   256 | lm loss: 3.241645E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.599 | TFLOPs: 32.09 |
7:  iteration    23990/   37905 | consumed samples:      6141440 | consumed tokens:  12577669120 | elapsed time per iteration (s): 0.37 | learning rate: 7.447E-05 | global batch size:   256 | lm loss: 3.231869E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.043 | TFLOPs: 32.02 |
0: [2023-03-14 14:18:38,671] [INFO] [logging.py:68:log_dist] [Rank 0] step=24000, skipped=0, lr=[7.439815524319269e-05, 7.439815524319269e-05, 7.439815524319269e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    24000/   37905 | consumed samples:      6144000 | consumed tokens:  12582912000 | elapsed time per iteration (s): 0.37 | learning rate: 7.440E-05 | global batch size:   256 | lm loss: 3.240564E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.436 | TFLOPs: 32.04 |
0: steps: 24000 loss: 3.2570 iter time (s): 0.370 samples/sec: 692.145
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 24000 | lm loss value: 3.789470E+00 | lm loss PPL: 4.423297E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   24000 to checkpoints_146m20b100m
0: [2023-03-14 14:18:38,793] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step24000 is begin to save!
0: [2023-03-14 14:18:38,797] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step24000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 14:18:39,109] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step24000/mp_rank_00_model_states.pt
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0: [2023-03-14 14:18:39,128] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
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7: [2023-03-14 14:18:39,128] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:18:39,128] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:18:39,128] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
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5: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
5: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
5: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
6: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 14:18:39,179] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
6: [2023-03-14 14:18:39,179] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
5: [2023-03-14 14:18:39,183] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:18:39,183] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step24000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 14:18:39,183] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step24000 is ready now!
0:   successfully saved checkpoint at iteration   24000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 402.33
7:  iteration    24010/   37905 | consumed samples:      6146560 | consumed tokens:  12588154880 | elapsed time per iteration (s): 0.42 | learning rate: 7.433E-05 | global batch size:   256 | lm loss: 3.239931E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 603.237 | TFLOPs: 28.16 |
7:  iteration    24020/   37905 | consumed samples:      6149120 | consumed tokens:  12593397760 | elapsed time per iteration (s): 0.38 | learning rate: 7.426E-05 | global batch size:   256 | lm loss: 3.232045E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.969 | TFLOPs: 31.65 |
7:  iteration    24030/   37905 | consumed samples:      6151680 | consumed tokens:  12598640640 | elapsed time per iteration (s): 0.37 | learning rate: 7.419E-05 | global batch size:   256 | lm loss: 3.228178E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.554 | TFLOPs: 32.28 |
7:  iteration    24040/   37905 | consumed samples:      6154240 | consumed tokens:  12603883520 | elapsed time per iteration (s): 0.37 | learning rate: 7.412E-05 | global batch size:   256 | lm loss: 3.234979E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.318 | TFLOPs: 32.27 |
7:  iteration    24050/   37905 | consumed samples:      6156800 | consumed tokens:  12609126400 | elapsed time per iteration (s): 0.37 | learning rate: 7.405E-05 | global batch size:   256 | lm loss: 3.242175E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.610 | TFLOPs: 32.28 |
7:  iteration    24060/   37905 | consumed samples:      6159360 | consumed tokens:  12614369280 | elapsed time per iteration (s): 0.37 | learning rate: 7.398E-05 | global batch size:   256 | lm loss: 3.245317E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.253 | TFLOPs: 32.13 |
7:  iteration    24070/   37905 | consumed samples:      6161920 | consumed tokens:  12619612160 | elapsed time per iteration (s): 0.38 | learning rate: 7.391E-05 | global batch size:   256 | lm loss: 3.220342E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.612 | TFLOPs: 31.86 |
7:  iteration    24080/   37905 | consumed samples:      6164480 | consumed tokens:  12624855040 | elapsed time per iteration (s): 0.37 | learning rate: 7.385E-05 | global batch size:   256 | lm loss: 3.227862E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.053 | TFLOPs: 32.07 |
7:  iteration    24090/   37905 | consumed samples:      6167040 | consumed tokens:  12630097920 | elapsed time per iteration (s): 0.37 | learning rate: 7.378E-05 | global batch size:   256 | lm loss: 3.234662E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.856 | TFLOPs: 32.15 |
7:  iteration    24100/   37905 | consumed samples:      6169600 | consumed tokens:  12635340800 | elapsed time per iteration (s): 0.37 | learning rate: 7.371E-05 | global batch size:   256 | lm loss: 3.234483E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.633 | TFLOPs: 32.00 |
7:  iteration    24110/   37905 | consumed samples:      6172160 | consumed tokens:  12640583680 | elapsed time per iteration (s): 0.37 | learning rate: 7.364E-05 | global batch size:   256 | lm loss: 3.235441E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.985 | TFLOPs: 32.30 |
7:  iteration    24120/   37905 | consumed samples:      6174720 | consumed tokens:  12645826560 | elapsed time per iteration (s): 0.38 | learning rate: 7.357E-05 | global batch size:   256 | lm loss: 3.240452E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.160 | TFLOPs: 31.79 |
7:  iteration    24130/   37905 | consumed samples:      6177280 | consumed tokens:  12651069440 | elapsed time per iteration (s): 0.37 | learning rate: 7.350E-05 | global batch size:   256 | lm loss: 3.226372E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.673 | TFLOPs: 32.28 |
7:  iteration    24140/   37905 | consumed samples:      6179840 | consumed tokens:  12656312320 | elapsed time per iteration (s): 0.37 | learning rate: 7.343E-05 | global batch size:   256 | lm loss: 3.231155E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.087 | TFLOPs: 32.16 |
7:  iteration    24150/   37905 | consumed samples:      6182400 | consumed tokens:  12661555200 | elapsed time per iteration (s): 0.37 | learning rate: 7.336E-05 | global batch size:   256 | lm loss: 3.229026E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.561 | TFLOPs: 32.19 |
7:  iteration    24160/   37905 | consumed samples:      6184960 | consumed tokens:  12666798080 | elapsed time per iteration (s): 0.37 | learning rate: 7.329E-05 | global batch size:   256 | lm loss: 3.231964E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.754 | TFLOPs: 32.29 |
7:  iteration    24170/   37905 | consumed samples:      6187520 | consumed tokens:  12672040960 | elapsed time per iteration (s): 0.37 | learning rate: 7.323E-05 | global batch size:   256 | lm loss: 3.236374E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.308 | TFLOPs: 31.94 |
7:  iteration    24180/   37905 | consumed samples:      6190080 | consumed tokens:  12677283840 | elapsed time per iteration (s): 0.37 | learning rate: 7.316E-05 | global batch size:   256 | lm loss: 3.224839E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.730 | TFLOPs: 32.29 |
7:  iteration    24190/   37905 | consumed samples:      6192640 | consumed tokens:  12682526720 | elapsed time per iteration (s): 0.37 | learning rate: 7.309E-05 | global batch size:   256 | lm loss: 3.228126E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.605 | TFLOPs: 32.00 |
7:  iteration    24200/   37905 | consumed samples:      6195200 | consumed tokens:  12687769600 | elapsed time per iteration (s): 0.37 | learning rate: 7.302E-05 | global batch size:   256 | lm loss: 3.236799E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.695 | TFLOPs: 32.29 |
7:  iteration    24210/   37905 | consumed samples:      6197760 | consumed tokens:  12693012480 | elapsed time per iteration (s): 0.37 | learning rate: 7.295E-05 | global batch size:   256 | lm loss: 3.229276E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.546 | TFLOPs: 32.09 |
7:  iteration    24220/   37905 | consumed samples:      6200320 | consumed tokens:  12698255360 | elapsed time per iteration (s): 0.37 | learning rate: 7.288E-05 | global batch size:   256 | lm loss: 3.229148E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.295 | TFLOPs: 32.27 |
7:  iteration    24230/   37905 | consumed samples:      6202880 | consumed tokens:  12703498240 | elapsed time per iteration (s): 0.37 | learning rate: 7.281E-05 | global batch size:   256 | lm loss: 3.236054E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.317 | TFLOPs: 32.27 |
7:  iteration    24240/   37905 | consumed samples:      6205440 | consumed tokens:  12708741120 | elapsed time per iteration (s): 0.37 | learning rate: 7.274E-05 | global batch size:   256 | lm loss: 3.239391E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.834 | TFLOPs: 32.01 |
7:  iteration    24250/   37905 | consumed samples:      6208000 | consumed tokens:  12713984000 | elapsed time per iteration (s): 0.37 | learning rate: 7.268E-05 | global batch size:   256 | lm loss: 3.223433E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.533 | TFLOPs: 32.28 |
7:  iteration    24260/   37905 | consumed samples:      6210560 | consumed tokens:  12719226880 | elapsed time per iteration (s): 0.37 | learning rate: 7.261E-05 | global batch size:   256 | lm loss: 3.235743E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.446 | TFLOPs: 32.09 |
7:  iteration    24270/   37905 | consumed samples:      6213120 | consumed tokens:  12724469760 | elapsed time per iteration (s): 0.37 | learning rate: 7.254E-05 | global batch size:   256 | lm loss: 3.228214E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.488 | TFLOPs: 32.14 |
7:  iteration    24280/   37905 | consumed samples:      6215680 | consumed tokens:  12729712640 | elapsed time per iteration (s): 0.37 | learning rate: 7.247E-05 | global batch size:   256 | lm loss: 3.232431E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.070 | TFLOPs: 32.26 |
7:  iteration    24290/   37905 | consumed samples:      6218240 | consumed tokens:  12734955520 | elapsed time per iteration (s): 0.37 | learning rate: 7.240E-05 | global batch size:   256 | lm loss: 3.232830E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.241 | TFLOPs: 32.08 |
7:  iteration    24300/   37905 | consumed samples:      6220800 | consumed tokens:  12740198400 | elapsed time per iteration (s): 0.37 | learning rate: 7.233E-05 | global batch size:   256 | lm loss: 3.242941E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.107 | TFLOPs: 32.26 |
7:  iteration    24310/   37905 | consumed samples:      6223360 | consumed tokens:  12745441280 | elapsed time per iteration (s): 0.37 | learning rate: 7.227E-05 | global batch size:   256 | lm loss: 3.227390E+00 | grad norm: 0.301 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.225 | TFLOPs: 32.26 |
7:  iteration    24320/   37905 | consumed samples:      6225920 | consumed tokens:  12750684160 | elapsed time per iteration (s): 0.37 | learning rate: 7.220E-05 | global batch size:   256 | lm loss: 3.216541E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.903 | TFLOPs: 32.06 |
7:  iteration    24330/   37905 | consumed samples:      6228480 | consumed tokens:  12755927040 | elapsed time per iteration (s): 0.37 | learning rate: 7.213E-05 | global batch size:   256 | lm loss: 3.226890E+00 | grad norm: 0.284 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.190 | TFLOPs: 32.26 |
7:  iteration    24340/   37905 | consumed samples:      6231040 | consumed tokens:  12761169920 | elapsed time per iteration (s): 0.37 | learning rate: 7.206E-05 | global batch size:   256 | lm loss: 3.223422E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.499 | TFLOPs: 32.04 |
7:  iteration    24350/   37905 | consumed samples:      6233600 | consumed tokens:  12766412800 | elapsed time per iteration (s): 0.37 | learning rate: 7.199E-05 | global batch size:   256 | lm loss: 3.233538E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.610 | TFLOPs: 32.28 |
7:  iteration    24360/   37905 | consumed samples:      6236160 | consumed tokens:  12771655680 | elapsed time per iteration (s): 0.37 | learning rate: 7.192E-05 | global batch size:   256 | lm loss: 3.239558E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.152 | TFLOPs: 32.03 |
7:  iteration    24370/   37905 | consumed samples:      6238720 | consumed tokens:  12776898560 | elapsed time per iteration (s): 0.37 | learning rate: 7.186E-05 | global batch size:   256 | lm loss: 3.225556E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.276 | TFLOPs: 32.27 |
7:  iteration    24380/   37905 | consumed samples:      6241280 | consumed tokens:  12782141440 | elapsed time per iteration (s): 0.37 | learning rate: 7.179E-05 | global batch size:   256 | lm loss: 3.208504E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.284 | TFLOPs: 31.94 |
7:  iteration    24390/   37905 | consumed samples:      6243840 | consumed tokens:  12787384320 | elapsed time per iteration (s): 0.37 | learning rate: 7.172E-05 | global batch size:   256 | lm loss: 3.218329E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.357 | TFLOPs: 32.08 |
7:  iteration    24400/   37905 | consumed samples:      6246400 | consumed tokens:  12792627200 | elapsed time per iteration (s): 0.37 | learning rate: 7.165E-05 | global batch size:   256 | lm loss: 3.236109E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.025 | TFLOPs: 32.25 |
7:  iteration    24410/   37905 | consumed samples:      6248960 | consumed tokens:  12797870080 | elapsed time per iteration (s): 0.37 | learning rate: 7.158E-05 | global batch size:   256 | lm loss: 3.236110E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.279 | TFLOPs: 32.27 |
7:  iteration    24420/   37905 | consumed samples:      6251520 | consumed tokens:  12803112960 | elapsed time per iteration (s): 0.37 | learning rate: 7.151E-05 | global batch size:   256 | lm loss: 3.228946E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.176 | TFLOPs: 32.26 |
7:  iteration    24430/   37905 | consumed samples:      6254080 | consumed tokens:  12808355840 | elapsed time per iteration (s): 0.37 | learning rate: 7.145E-05 | global batch size:   256 | lm loss: 3.214869E+00 | grad norm: 0.287 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.250 | TFLOPs: 32.26 |
7:  iteration    24440/   37905 | consumed samples:      6256640 | consumed tokens:  12813598720 | elapsed time per iteration (s): 0.37 | learning rate: 7.138E-05 | global batch size:   256 | lm loss: 3.228706E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.469 | TFLOPs: 32.28 |
7:  iteration    24450/   37905 | consumed samples:      6259200 | consumed tokens:  12818841600 | elapsed time per iteration (s): 0.37 | learning rate: 7.131E-05 | global batch size:   256 | lm loss: 3.230027E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.518 | TFLOPs: 32.28 |
7:  iteration    24460/   37905 | consumed samples:      6261760 | consumed tokens:  12824084480 | elapsed time per iteration (s): 0.37 | learning rate: 7.124E-05 | global batch size:   256 | lm loss: 3.224740E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.999 | TFLOPs: 32.02 |
7:  iteration    24470/   37905 | consumed samples:      6264320 | consumed tokens:  12829327360 | elapsed time per iteration (s): 0.37 | learning rate: 7.117E-05 | global batch size:   256 | lm loss: 3.228655E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.310 | TFLOPs: 31.99 |
7:  iteration    24480/   37905 | consumed samples:      6266880 | consumed tokens:  12834570240 | elapsed time per iteration (s): 0.37 | learning rate: 7.111E-05 | global batch size:   256 | lm loss: 3.216967E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.923 | TFLOPs: 32.06 |
7:  iteration    24490/   37905 | consumed samples:      6269440 | consumed tokens:  12839813120 | elapsed time per iteration (s): 0.37 | learning rate: 7.104E-05 | global batch size:   256 | lm loss: 3.225770E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.153 | TFLOPs: 32.26 |
7:  iteration    24500/   37905 | consumed samples:      6272000 | consumed tokens:  12845056000 | elapsed time per iteration (s): 0.37 | learning rate: 7.097E-05 | global batch size:   256 | lm loss: 3.231256E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.912 | TFLOPs: 32.06 |
7:  iteration    24510/   37905 | consumed samples:      6274560 | consumed tokens:  12850298880 | elapsed time per iteration (s): 0.37 | learning rate: 7.090E-05 | global batch size:   256 | lm loss: 3.232940E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.267 | TFLOPs: 32.27 |
7:  iteration    24520/   37905 | consumed samples:      6277120 | consumed tokens:  12855541760 | elapsed time per iteration (s): 0.37 | learning rate: 7.083E-05 | global batch size:   256 | lm loss: 3.234858E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.861 | TFLOPs: 32.25 |
7:  iteration    24530/   37905 | consumed samples:      6279680 | consumed tokens:  12860784640 | elapsed time per iteration (s): 0.37 | learning rate: 7.077E-05 | global batch size:   256 | lm loss: 3.241159E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.503 | TFLOPs: 32.28 |
7:  iteration    24540/   37905 | consumed samples:      6282240 | consumed tokens:  12866027520 | elapsed time per iteration (s): 0.37 | learning rate: 7.070E-05 | global batch size:   256 | lm loss: 3.220885E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.580 | TFLOPs: 32.28 |
7:  iteration    24550/   37905 | consumed samples:      6284800 | consumed tokens:  12871270400 | elapsed time per iteration (s): 0.37 | learning rate: 7.063E-05 | global batch size:   256 | lm loss: 3.227559E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.793 | TFLOPs: 32.29 |
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7:  iteration    24770/   37905 | consumed samples:      6341120 | consumed tokens:  12986613760 | elapsed time per iteration (s): 0.37 | learning rate: 6.915E-05 | global batch size:   256 | lm loss: 3.229621E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.349 | TFLOPs: 32.27 |
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7:  iteration    24910/   37905 | consumed samples:      6376960 | consumed tokens:  13060014080 | elapsed time per iteration (s): 0.37 | learning rate: 6.821E-05 | global batch size:   256 | lm loss: 3.229986E+00 | grad norm: 0.285 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.235 | TFLOPs: 32.26 |
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7:  iteration    24930/   37905 | consumed samples:      6382080 | consumed tokens:  13070499840 | elapsed time per iteration (s): 0.37 | learning rate: 6.808E-05 | global batch size:   256 | lm loss: 3.219838E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.094 | TFLOPs: 32.26 |
7:  iteration    24940/   37905 | consumed samples:      6384640 | consumed tokens:  13075742720 | elapsed time per iteration (s): 0.37 | learning rate: 6.801E-05 | global batch size:   256 | lm loss: 3.221898E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.406 | TFLOPs: 32.27 |
7:  iteration    24950/   37905 | consumed samples:      6387200 | consumed tokens:  13080985600 | elapsed time per iteration (s): 0.37 | learning rate: 6.794E-05 | global batch size:   256 | lm loss: 3.228065E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.517 | TFLOPs: 32.28 |
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7:  iteration    24970/   37905 | consumed samples:      6392320 | consumed tokens:  13091471360 | elapsed time per iteration (s): 0.37 | learning rate: 6.781E-05 | global batch size:   256 | lm loss: 3.224126E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.454 | TFLOPs: 32.27 |
7:  iteration    24980/   37905 | consumed samples:      6394880 | consumed tokens:  13096714240 | elapsed time per iteration (s): 0.37 | learning rate: 6.774E-05 | global batch size:   256 | lm loss: 3.224694E+00 | grad norm: 0.277 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.730 | TFLOPs: 32.29 |
7:  iteration    24990/   37905 | consumed samples:      6397440 | consumed tokens:  13101957120 | elapsed time per iteration (s): 0.37 | learning rate: 6.768E-05 | global batch size:   256 | lm loss: 3.208162E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.546 | TFLOPs: 32.28 |
7:  iteration    25000/   37905 | consumed samples:      6400000 | consumed tokens:  13107200000 | elapsed time per iteration (s): 0.37 | learning rate: 6.761E-05 | global batch size:   256 | lm loss: 3.238191E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.511 | TFLOPs: 32.28 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 25000 | lm loss value: 3.720752E+00 | lm loss PPL: 4.129545E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   25000 to checkpoints_146m20b100m
0: [2023-03-14 14:24:50,685] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step25000 is begin to save!
0: [2023-03-14 14:24:50,690] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step25000/layer_01-model_00-model_states.pt...
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7: [2023-03-14 14:24:51,065] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:24:51,066] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:24:51,076] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
7: [2023-03-14 14:24:51,077] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:24:51,077] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 14:24:51,077] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
2: [2023-03-14 14:24:51,077] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:24:51,077] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:24:51,078] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 14:24:51,078] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 14:24:51,078] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
2: [2023-03-14 14:24:51,078] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
0: [2023-03-14 14:24:51,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:24:51,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:24:51,082] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-14 14:24:51,082] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
0: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,075] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,075] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:24:51,073] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:24:51,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:24:51,073] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
1: [2023-03-14 14:24:51,073] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
1: [2023-03-14 14:24:51,073] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
1: [2023-03-14 14:24:51,073] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:24:51,073] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
1: [2023-03-14 14:24:51,074] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
1: [2023-03-14 14:24:51,074] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:24:51,074] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
1: [2023-03-14 14:24:51,074] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:24:51,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
1: [2023-03-14 14:24:51,074] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,084] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:24:51,074] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,084] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,084] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
5: [2023-03-14 14:24:51,084] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:24:51,084] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 14:24:51,084] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
0: [2023-03-14 14:24:51,086] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step25000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:24:51,086] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step25000 is ready now!
0:   successfully saved checkpoint at iteration   25000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 417.89
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7:  iteration    25090/   37905 | consumed samples:      6423040 | consumed tokens:  13154385920 | elapsed time per iteration (s): 0.37 | learning rate: 6.701E-05 | global batch size:   256 | lm loss: 3.240997E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.858 | TFLOPs: 31.87 |
7:  iteration    25100/   37905 | consumed samples:      6425600 | consumed tokens:  13159628800 | elapsed time per iteration (s): 0.37 | learning rate: 6.695E-05 | global batch size:   256 | lm loss: 3.218650E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.362 | TFLOPs: 32.27 |
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7:  iteration    25120/   37905 | consumed samples:      6430720 | consumed tokens:  13170114560 | elapsed time per iteration (s): 0.37 | learning rate: 6.682E-05 | global batch size:   256 | lm loss: 3.219819E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.148 | TFLOPs: 32.26 |
7:  iteration    25130/   37905 | consumed samples:      6433280 | consumed tokens:  13175357440 | elapsed time per iteration (s): 0.37 | learning rate: 6.675E-05 | global batch size:   256 | lm loss: 3.233297E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.143 | TFLOPs: 32.26 |
7:  iteration    25140/   37905 | consumed samples:      6435840 | consumed tokens:  13180600320 | elapsed time per iteration (s): 0.37 | learning rate: 6.668E-05 | global batch size:   256 | lm loss: 3.229322E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.113 | TFLOPs: 32.26 |
7:  iteration    25150/   37905 | consumed samples:      6438400 | consumed tokens:  13185843200 | elapsed time per iteration (s): 0.37 | learning rate: 6.662E-05 | global batch size:   256 | lm loss: 3.213174E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.185 | TFLOPs: 32.26 |
7:  iteration    25160/   37905 | consumed samples:      6440960 | consumed tokens:  13191086080 | elapsed time per iteration (s): 0.37 | learning rate: 6.655E-05 | global batch size:   256 | lm loss: 3.230577E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.248 | TFLOPs: 32.26 |
7:  iteration    25170/   37905 | consumed samples:      6443520 | consumed tokens:  13196328960 | elapsed time per iteration (s): 0.37 | learning rate: 6.649E-05 | global batch size:   256 | lm loss: 3.236142E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.053 | TFLOPs: 32.26 |
7:  iteration    25180/   37905 | consumed samples:      6446080 | consumed tokens:  13201571840 | elapsed time per iteration (s): 0.37 | learning rate: 6.642E-05 | global batch size:   256 | lm loss: 3.229327E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.188 | TFLOPs: 32.26 |
7:  iteration    25190/   37905 | consumed samples:      6448640 | consumed tokens:  13206814720 | elapsed time per iteration (s): 0.37 | learning rate: 6.635E-05 | global batch size:   256 | lm loss: 3.226567E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.036 | TFLOPs: 32.26 |
7:  iteration    25200/   37905 | consumed samples:      6451200 | consumed tokens:  13212057600 | elapsed time per iteration (s): 0.37 | learning rate: 6.629E-05 | global batch size:   256 | lm loss: 3.221322E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.964 | TFLOPs: 32.25 |
7:  iteration    25210/   37905 | consumed samples:      6453760 | consumed tokens:  13217300480 | elapsed time per iteration (s): 0.37 | learning rate: 6.622E-05 | global batch size:   256 | lm loss: 3.226158E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.389 | TFLOPs: 32.27 |
7:  iteration    25220/   37905 | consumed samples:      6456320 | consumed tokens:  13222543360 | elapsed time per iteration (s): 0.37 | learning rate: 6.616E-05 | global batch size:   256 | lm loss: 3.229086E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.258 | TFLOPs: 32.27 |
7:  iteration    25230/   37905 | consumed samples:      6458880 | consumed tokens:  13227786240 | elapsed time per iteration (s): 0.37 | learning rate: 6.609E-05 | global batch size:   256 | lm loss: 3.217398E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.854 | TFLOPs: 32.25 |
7:  iteration    25240/   37905 | consumed samples:      6461440 | consumed tokens:  13233029120 | elapsed time per iteration (s): 0.37 | learning rate: 6.602E-05 | global batch size:   256 | lm loss: 3.227324E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.068 | TFLOPs: 32.26 |
7:  iteration    25250/   37905 | consumed samples:      6464000 | consumed tokens:  13238272000 | elapsed time per iteration (s): 0.37 | learning rate: 6.596E-05 | global batch size:   256 | lm loss: 3.223486E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.339 | TFLOPs: 32.27 |
7:  iteration    25260/   37905 | consumed samples:      6466560 | consumed tokens:  13243514880 | elapsed time per iteration (s): 0.37 | learning rate: 6.589E-05 | global batch size:   256 | lm loss: 3.229415E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.917 | TFLOPs: 32.25 |
7:  iteration    25270/   37905 | consumed samples:      6469120 | consumed tokens:  13248757760 | elapsed time per iteration (s): 0.37 | learning rate: 6.583E-05 | global batch size:   256 | lm loss: 3.220594E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.972 | TFLOPs: 32.25 |
7:  iteration    25280/   37905 | consumed samples:      6471680 | consumed tokens:  13254000640 | elapsed time per iteration (s): 0.37 | learning rate: 6.576E-05 | global batch size:   256 | lm loss: 3.228057E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.163 | TFLOPs: 32.26 |
7:  iteration    25290/   37905 | consumed samples:      6474240 | consumed tokens:  13259243520 | elapsed time per iteration (s): 0.37 | learning rate: 6.570E-05 | global batch size:   256 | lm loss: 3.208873E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.952 | TFLOPs: 32.25 |
7:  iteration    25300/   37905 | consumed samples:      6476800 | consumed tokens:  13264486400 | elapsed time per iteration (s): 0.37 | learning rate: 6.563E-05 | global batch size:   256 | lm loss: 3.217456E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.009 | TFLOPs: 32.25 |
7:  iteration    25310/   37905 | consumed samples:      6479360 | consumed tokens:  13269729280 | elapsed time per iteration (s): 0.37 | learning rate: 6.556E-05 | global batch size:   256 | lm loss: 3.222279E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.176 | TFLOPs: 32.26 |
7:  iteration    25320/   37905 | consumed samples:      6481920 | consumed tokens:  13274972160 | elapsed time per iteration (s): 0.37 | learning rate: 6.550E-05 | global batch size:   256 | lm loss: 3.234878E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.233 | TFLOPs: 32.26 |
7:  iteration    25330/   37905 | consumed samples:      6484480 | consumed tokens:  13280215040 | elapsed time per iteration (s): 0.37 | learning rate: 6.543E-05 | global batch size:   256 | lm loss: 3.215030E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.697 | TFLOPs: 32.24 |
7:  iteration    25340/   37905 | consumed samples:      6487040 | consumed tokens:  13285457920 | elapsed time per iteration (s): 0.37 | learning rate: 6.537E-05 | global batch size:   256 | lm loss: 3.217677E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.028 | TFLOPs: 32.25 |
7:  iteration    25350/   37905 | consumed samples:      6489600 | consumed tokens:  13290700800 | elapsed time per iteration (s): 0.37 | learning rate: 6.530E-05 | global batch size:   256 | lm loss: 3.224750E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.387 | TFLOPs: 32.27 |
7:  iteration    25360/   37905 | consumed samples:      6492160 | consumed tokens:  13295943680 | elapsed time per iteration (s): 0.37 | learning rate: 6.524E-05 | global batch size:   256 | lm loss: 3.218789E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.010 | TFLOPs: 32.25 |
7:  iteration    25370/   37905 | consumed samples:      6494720 | consumed tokens:  13301186560 | elapsed time per iteration (s): 0.37 | learning rate: 6.517E-05 | global batch size:   256 | lm loss: 3.226638E+00 | grad norm: 0.289 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.024 | TFLOPs: 32.25 |
7:  iteration    25380/   37905 | consumed samples:      6497280 | consumed tokens:  13306429440 | elapsed time per iteration (s): 0.37 | learning rate: 6.511E-05 | global batch size:   256 | lm loss: 3.220008E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.386 | TFLOPs: 32.27 |
7:  iteration    25390/   37905 | consumed samples:      6499840 | consumed tokens:  13311672320 | elapsed time per iteration (s): 0.37 | learning rate: 6.504E-05 | global batch size:   256 | lm loss: 3.229352E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.049 | TFLOPs: 32.26 |
7:  iteration    25400/   37905 | consumed samples:      6502400 | consumed tokens:  13316915200 | elapsed time per iteration (s): 0.37 | learning rate: 6.498E-05 | global batch size:   256 | lm loss: 3.216776E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.755 | TFLOPs: 32.24 |
7:  iteration    25410/   37905 | consumed samples:      6504960 | consumed tokens:  13322158080 | elapsed time per iteration (s): 0.37 | learning rate: 6.491E-05 | global batch size:   256 | lm loss: 3.230492E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.048 | TFLOPs: 32.26 |
7:  iteration    25420/   37905 | consumed samples:      6507520 | consumed tokens:  13327400960 | elapsed time per iteration (s): 0.37 | learning rate: 6.485E-05 | global batch size:   256 | lm loss: 3.221369E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.831 | TFLOPs: 32.25 |
7:  iteration    25430/   37905 | consumed samples:      6510080 | consumed tokens:  13332643840 | elapsed time per iteration (s): 0.37 | learning rate: 6.478E-05 | global batch size:   256 | lm loss: 3.218452E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.887 | TFLOPs: 32.25 |
7:  iteration    25440/   37905 | consumed samples:      6512640 | consumed tokens:  13337886720 | elapsed time per iteration (s): 0.37 | learning rate: 6.472E-05 | global batch size:   256 | lm loss: 3.218229E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.717 | TFLOPs: 32.24 |
7:  iteration    25450/   37905 | consumed samples:      6515200 | consumed tokens:  13343129600 | elapsed time per iteration (s): 0.37 | learning rate: 6.465E-05 | global batch size:   256 | lm loss: 3.226200E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.019 | TFLOPs: 32.25 |
7:  iteration    25460/   37905 | consumed samples:      6517760 | consumed tokens:  13348372480 | elapsed time per iteration (s): 0.37 | learning rate: 6.459E-05 | global batch size:   256 | lm loss: 3.217870E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.763 | TFLOPs: 32.24 |
7:  iteration    25470/   37905 | consumed samples:      6520320 | consumed tokens:  13353615360 | elapsed time per iteration (s): 0.37 | learning rate: 6.452E-05 | global batch size:   256 | lm loss: 3.226418E+00 | grad norm: 0.273 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.804 | TFLOPs: 32.24 |
7:  iteration    25480/   37905 | consumed samples:      6522880 | consumed tokens:  13358858240 | elapsed time per iteration (s): 0.37 | learning rate: 6.446E-05 | global batch size:   256 | lm loss: 3.212770E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.925 | TFLOPs: 32.06 |
7:  iteration    25490/   37905 | consumed samples:      6525440 | consumed tokens:  13364101120 | elapsed time per iteration (s): 0.37 | learning rate: 6.439E-05 | global batch size:   256 | lm loss: 3.210174E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.427 | TFLOPs: 32.27 |
7:  iteration    25500/   37905 | consumed samples:      6528000 | consumed tokens:  13369344000 | elapsed time per iteration (s): 0.37 | learning rate: 6.433E-05 | global batch size:   256 | lm loss: 3.226328E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.135 | TFLOPs: 32.26 |
7:  iteration    25510/   37905 | consumed samples:      6530560 | consumed tokens:  13374586880 | elapsed time per iteration (s): 0.37 | learning rate: 6.426E-05 | global batch size:   256 | lm loss: 3.222681E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.274 | TFLOPs: 32.27 |
7:  iteration    25520/   37905 | consumed samples:      6533120 | consumed tokens:  13379829760 | elapsed time per iteration (s): 0.37 | learning rate: 6.420E-05 | global batch size:   256 | lm loss: 3.220820E+00 | grad norm: 0.271 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.199 | TFLOPs: 32.26 |
7:  iteration    25530/   37905 | consumed samples:      6535680 | consumed tokens:  13385072640 | elapsed time per iteration (s): 0.37 | learning rate: 6.413E-05 | global batch size:   256 | lm loss: 3.214250E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.552 | TFLOPs: 32.28 |
7:  iteration    25540/   37905 | consumed samples:      6538240 | consumed tokens:  13390315520 | elapsed time per iteration (s): 0.37 | learning rate: 6.407E-05 | global batch size:   256 | lm loss: 3.232354E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.374 | TFLOPs: 32.27 |
7:  iteration    25550/   37905 | consumed samples:      6540800 | consumed tokens:  13395558400 | elapsed time per iteration (s): 0.37 | learning rate: 6.400E-05 | global batch size:   256 | lm loss: 3.227592E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.191 | TFLOPs: 32.26 |
7:  iteration    25560/   37905 | consumed samples:      6543360 | consumed tokens:  13400801280 | elapsed time per iteration (s): 0.37 | learning rate: 6.394E-05 | global batch size:   256 | lm loss: 3.216226E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.500 | TFLOPs: 32.28 |
7:  iteration    25570/   37905 | consumed samples:      6545920 | consumed tokens:  13406044160 | elapsed time per iteration (s): 0.37 | learning rate: 6.387E-05 | global batch size:   256 | lm loss: 3.216877E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.071 | TFLOPs: 32.26 |
7:  iteration    25580/   37905 | consumed samples:      6548480 | consumed tokens:  13411287040 | elapsed time per iteration (s): 0.37 | learning rate: 6.381E-05 | global batch size:   256 | lm loss: 3.225561E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.438 | TFLOPs: 32.27 |
7:  iteration    25590/   37905 | consumed samples:      6551040 | consumed tokens:  13416529920 | elapsed time per iteration (s): 0.37 | learning rate: 6.374E-05 | global batch size:   256 | lm loss: 3.225270E+00 | grad norm: 0.275 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.403 | TFLOPs: 32.27 |
7:  iteration    25600/   37905 | consumed samples:      6553600 | consumed tokens:  13421772800 | elapsed time per iteration (s): 0.37 | learning rate: 6.368E-05 | global batch size:   256 | lm loss: 3.209929E+00 | grad norm: 0.282 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.490 | TFLOPs: 32.28 |
7:  iteration    25610/   37905 | consumed samples:      6556160 | consumed tokens:  13427015680 | elapsed time per iteration (s): 0.37 | learning rate: 6.361E-05 | global batch size:   256 | lm loss: 3.235516E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.475 | TFLOPs: 32.28 |
7:  iteration    25620/   37905 | consumed samples:      6558720 | consumed tokens:  13432258560 | elapsed time per iteration (s): 0.37 | learning rate: 6.355E-05 | global batch size:   256 | lm loss: 3.227269E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.251 | TFLOPs: 32.27 |
7:  iteration    25630/   37905 | consumed samples:      6561280 | consumed tokens:  13437501440 | elapsed time per iteration (s): 0.37 | learning rate: 6.348E-05 | global batch size:   256 | lm loss: 3.208163E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.353 | TFLOPs: 32.27 |
7:  iteration    25640/   37905 | consumed samples:      6563840 | consumed tokens:  13442744320 | elapsed time per iteration (s): 0.37 | learning rate: 6.342E-05 | global batch size:   256 | lm loss: 3.215544E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.484 | TFLOPs: 32.28 |
7:  iteration    25650/   37905 | consumed samples:      6566400 | consumed tokens:  13447987200 | elapsed time per iteration (s): 0.37 | learning rate: 6.336E-05 | global batch size:   256 | lm loss: 3.233157E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.512 | TFLOPs: 32.28 |
7:  iteration    25660/   37905 | consumed samples:      6568960 | consumed tokens:  13453230080 | elapsed time per iteration (s): 0.37 | learning rate: 6.329E-05 | global batch size:   256 | lm loss: 3.213384E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.649 | TFLOPs: 32.28 |
7:  iteration    25670/   37905 | consumed samples:      6571520 | consumed tokens:  13458472960 | elapsed time per iteration (s): 0.37 | learning rate: 6.323E-05 | global batch size:   256 | lm loss: 3.221141E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.517 | TFLOPs: 32.28 |
7:  iteration    25680/   37905 | consumed samples:      6574080 | consumed tokens:  13463715840 | elapsed time per iteration (s): 0.37 | learning rate: 6.316E-05 | global batch size:   256 | lm loss: 3.215028E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.462 | TFLOPs: 32.27 |
7:  iteration    25690/   37905 | consumed samples:      6576640 | consumed tokens:  13468958720 | elapsed time per iteration (s): 0.37 | learning rate: 6.310E-05 | global batch size:   256 | lm loss: 3.219158E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.452 | TFLOPs: 32.27 |
7:  iteration    25700/   37905 | consumed samples:      6579200 | consumed tokens:  13474201600 | elapsed time per iteration (s): 0.37 | learning rate: 6.303E-05 | global batch size:   256 | lm loss: 3.217829E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.592 | TFLOPs: 32.28 |
7:  iteration    25710/   37905 | consumed samples:      6581760 | consumed tokens:  13479444480 | elapsed time per iteration (s): 0.37 | learning rate: 6.297E-05 | global batch size:   256 | lm loss: 3.217988E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.428 | TFLOPs: 32.27 |
7:  iteration    25720/   37905 | consumed samples:      6584320 | consumed tokens:  13484687360 | elapsed time per iteration (s): 0.37 | learning rate: 6.291E-05 | global batch size:   256 | lm loss: 3.227518E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.584 | TFLOPs: 32.28 |
7:  iteration    25730/   37905 | consumed samples:      6586880 | consumed tokens:  13489930240 | elapsed time per iteration (s): 0.37 | learning rate: 6.284E-05 | global batch size:   256 | lm loss: 3.220266E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.234 | TFLOPs: 32.26 |
7:  iteration    25740/   37905 | consumed samples:      6589440 | consumed tokens:  13495173120 | elapsed time per iteration (s): 0.37 | learning rate: 6.278E-05 | global batch size:   256 | lm loss: 3.220150E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.175 | TFLOPs: 32.26 |
7:  iteration    25750/   37905 | consumed samples:      6592000 | consumed tokens:  13500416000 | elapsed time per iteration (s): 0.37 | learning rate: 6.271E-05 | global batch size:   256 | lm loss: 3.210839E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.336 | TFLOPs: 32.27 |
7:  iteration    25760/   37905 | consumed samples:      6594560 | consumed tokens:  13505658880 | elapsed time per iteration (s): 0.37 | learning rate: 6.265E-05 | global batch size:   256 | lm loss: 3.225816E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.317 | TFLOPs: 32.27 |
7:  iteration    25770/   37905 | consumed samples:      6597120 | consumed tokens:  13510901760 | elapsed time per iteration (s): 0.37 | learning rate: 6.258E-05 | global batch size:   256 | lm loss: 3.207174E+00 | grad norm: 0.276 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.270 | TFLOPs: 32.27 |
7:  iteration    25780/   37905 | consumed samples:      6599680 | consumed tokens:  13516144640 | elapsed time per iteration (s): 0.37 | learning rate: 6.252E-05 | global batch size:   256 | lm loss: 3.240084E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.405 | TFLOPs: 32.27 |
7:  iteration    25790/   37905 | consumed samples:      6602240 | consumed tokens:  13521387520 | elapsed time per iteration (s): 0.37 | learning rate: 6.246E-05 | global batch size:   256 | lm loss: 3.211943E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.400 | TFLOPs: 32.27 |
7:  iteration    25800/   37905 | consumed samples:      6604800 | consumed tokens:  13526630400 | elapsed time per iteration (s): 0.37 | learning rate: 6.239E-05 | global batch size:   256 | lm loss: 3.213142E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.401 | TFLOPs: 32.27 |
7:  iteration    25810/   37905 | consumed samples:      6607360 | consumed tokens:  13531873280 | elapsed time per iteration (s): 0.37 | learning rate: 6.233E-05 | global batch size:   256 | lm loss: 3.225185E+00 | grad norm: 0.265 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.627 | TFLOPs: 32.28 |
7:  iteration    25820/   37905 | consumed samples:      6609920 | consumed tokens:  13537116160 | elapsed time per iteration (s): 0.37 | learning rate: 6.226E-05 | global batch size:   256 | lm loss: 3.208552E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.247 | TFLOPs: 32.26 |
7:  iteration    25830/   37905 | consumed samples:      6612480 | consumed tokens:  13542359040 | elapsed time per iteration (s): 0.37 | learning rate: 6.220E-05 | global batch size:   256 | lm loss: 3.224963E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.433 | TFLOPs: 32.27 |
7:  iteration    25840/   37905 | consumed samples:      6615040 | consumed tokens:  13547601920 | elapsed time per iteration (s): 0.37 | learning rate: 6.214E-05 | global batch size:   256 | lm loss: 3.227191E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.778 | TFLOPs: 32.29 |
7:  iteration    25850/   37905 | consumed samples:      6617600 | consumed tokens:  13552844800 | elapsed time per iteration (s): 0.37 | learning rate: 6.207E-05 | global batch size:   256 | lm loss: 3.219914E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.353 | TFLOPs: 32.27 |
7:  iteration    25860/   37905 | consumed samples:      6620160 | consumed tokens:  13558087680 | elapsed time per iteration (s): 0.37 | learning rate: 6.201E-05 | global batch size:   256 | lm loss: 3.220836E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.516 | TFLOPs: 32.28 |
7:  iteration    25870/   37905 | consumed samples:      6622720 | consumed tokens:  13563330560 | elapsed time per iteration (s): 0.37 | learning rate: 6.195E-05 | global batch size:   256 | lm loss: 3.228066E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.499 | TFLOPs: 32.28 |
7:  iteration    25880/   37905 | consumed samples:      6625280 | consumed tokens:  13568573440 | elapsed time per iteration (s): 0.37 | learning rate: 6.188E-05 | global batch size:   256 | lm loss: 3.215225E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.900 | TFLOPs: 32.30 |
7:  iteration    25890/   37905 | consumed samples:      6627840 | consumed tokens:  13573816320 | elapsed time per iteration (s): 0.37 | learning rate: 6.182E-05 | global batch size:   256 | lm loss: 3.226461E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.267 | TFLOPs: 32.27 |
7:  iteration    25900/   37905 | consumed samples:      6630400 | consumed tokens:  13579059200 | elapsed time per iteration (s): 0.37 | learning rate: 6.175E-05 | global batch size:   256 | lm loss: 3.216048E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.395 | TFLOPs: 32.27 |
7:  iteration    25910/   37905 | consumed samples:      6632960 | consumed tokens:  13584302080 | elapsed time per iteration (s): 0.37 | learning rate: 6.169E-05 | global batch size:   256 | lm loss: 3.220771E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.551 | TFLOPs: 32.28 |
7:  iteration    25920/   37905 | consumed samples:      6635520 | consumed tokens:  13589544960 | elapsed time per iteration (s): 0.37 | learning rate: 6.163E-05 | global batch size:   256 | lm loss: 3.228649E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.459 | TFLOPs: 32.27 |
7:  iteration    25930/   37905 | consumed samples:      6638080 | consumed tokens:  13594787840 | elapsed time per iteration (s): 0.37 | learning rate: 6.156E-05 | global batch size:   256 | lm loss: 3.225127E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.471 | TFLOPs: 32.28 |
7:  iteration    25940/   37905 | consumed samples:      6640640 | consumed tokens:  13600030720 | elapsed time per iteration (s): 0.37 | learning rate: 6.150E-05 | global batch size:   256 | lm loss: 3.213491E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.420 | TFLOPs: 32.27 |
7:  iteration    25950/   37905 | consumed samples:      6643200 | consumed tokens:  13605273600 | elapsed time per iteration (s): 0.37 | learning rate: 6.144E-05 | global batch size:   256 | lm loss: 3.218192E+00 | grad norm: 0.281 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.609 | TFLOPs: 32.28 |
7:  iteration    25960/   37905 | consumed samples:      6645760 | consumed tokens:  13610516480 | elapsed time per iteration (s): 0.37 | learning rate: 6.137E-05 | global batch size:   256 | lm loss: 3.233825E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.956 | TFLOPs: 32.25 |
7:  iteration    25970/   37905 | consumed samples:      6648320 | consumed tokens:  13615759360 | elapsed time per iteration (s): 0.37 | learning rate: 6.131E-05 | global batch size:   256 | lm loss: 3.237353E+00 | grad norm: 0.268 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.556 | TFLOPs: 32.28 |
7:  iteration    25980/   37905 | consumed samples:      6650880 | consumed tokens:  13621002240 | elapsed time per iteration (s): 0.37 | learning rate: 6.125E-05 | global batch size:   256 | lm loss: 3.207505E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.358 | TFLOPs: 32.27 |
7:  iteration    25990/   37905 | consumed samples:      6653440 | consumed tokens:  13626245120 | elapsed time per iteration (s): 0.37 | learning rate: 6.118E-05 | global batch size:   256 | lm loss: 3.209321E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.497 | TFLOPs: 32.28 |
0: [2023-03-14 14:31:01,518] [INFO] [logging.py:68:log_dist] [Rank 0] step=26000, skipped=0, lr=[6.112056897407288e-05, 6.112056897407288e-05, 6.112056897407288e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    26000/   37905 | consumed samples:      6656000 | consumed tokens:  13631488000 | elapsed time per iteration (s): 0.37 | learning rate: 6.112E-05 | global batch size:   256 | lm loss: 3.194477E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.394 | TFLOPs: 32.27 |
0: steps: 26000 loss: 3.1949 iter time (s): 0.369 samples/sec: 692.887
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 26000 | lm loss value: 3.732831E+00 | lm loss PPL: 4.179725E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   26000 to checkpoints_146m20b100m
0: [2023-03-14 14:31:01,642] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step26000 is begin to save!
0: [2023-03-14 14:31:01,645] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:31:01,732] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_01-model_00-model_states.pt.
0: [2023-03-14 14:31:01,733] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_03-model_00-model_states.pt...
0: [2023-03-14 14:31:01,748] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_03-model_00-model_states.pt.
0: [2023-03-14 14:31:01,748] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_04-model_00-model_states.pt...
0: [2023-03-14 14:31:01,763] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_04-model_00-model_states.pt.
0: [2023-03-14 14:31:01,763] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_05-model_00-model_states.pt...
0: [2023-03-14 14:31:01,778] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_05-model_00-model_states.pt.
0: [2023-03-14 14:31:01,778] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_06-model_00-model_states.pt...
0: [2023-03-14 14:31:01,793] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_06-model_00-model_states.pt.
0: [2023-03-14 14:31:01,793] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_07-model_00-model_states.pt...
0: [2023-03-14 14:31:01,808] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_07-model_00-model_states.pt.
0: [2023-03-14 14:31:01,808] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_08-model_00-model_states.pt...
0: [2023-03-14 14:31:01,823] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_08-model_00-model_states.pt.
0: [2023-03-14 14:31:01,823] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_09-model_00-model_states.pt...
0: [2023-03-14 14:31:01,838] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_09-model_00-model_states.pt.
0: [2023-03-14 14:31:01,838] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_10-model_00-model_states.pt...
0: [2023-03-14 14:31:01,853] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_10-model_00-model_states.pt.
0: [2023-03-14 14:31:01,854] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_11-model_00-model_states.pt...
0: [2023-03-14 14:31:01,868] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_11-model_00-model_states.pt.
0: [2023-03-14 14:31:01,869] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_12-model_00-model_states.pt...
0: [2023-03-14 14:31:01,884] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_12-model_00-model_states.pt.
0: [2023-03-14 14:31:01,884] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_13-model_00-model_states.pt...
0: [2023-03-14 14:31:01,899] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_13-model_00-model_states.pt.
0: [2023-03-14 14:31:01,899] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_14-model_00-model_states.pt...
0: [2023-03-14 14:31:01,914] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_14-model_00-model_states.pt.
0: [2023-03-14 14:31:01,914] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_15-model_00-model_states.pt...
0: [2023-03-14 14:31:01,929] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_15-model_00-model_states.pt.
0: [2023-03-14 14:31:01,929] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_16-model_00-model_states.pt...
0: [2023-03-14 14:31:01,944] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_16-model_00-model_states.pt.
0: [2023-03-14 14:31:01,944] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_17-model_00-model_states.pt...
0: [2023-03-14 14:31:01,959] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_17-model_00-model_states.pt.
0: [2023-03-14 14:31:01,959] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/layer_19-model_00-model_states.pt...
0: [2023-03-14 14:31:01,960] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/layer_19-model_00-model_states.pt.
0: [2023-03-14 14:31:01,961] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step26000/mp_rank_00_model_states.pt
0: [2023-03-14 14:31:01,961] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/mp_rank_00_model_states.pt...
0: [2023-03-14 14:31:01,965] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/mp_rank_00_model_states.pt.
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
4: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:31:01,982] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
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0: [2023-03-14 14:31:02,023] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
0: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
4: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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4: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
5: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
4: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
4: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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0: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
6: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
1: [2023-03-14 14:31:02,024] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
0: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
1: [2023-03-14 14:31:02,024] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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4: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
0: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
5: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
4: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
0: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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7: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
6: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:31:02,026] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 14:31:02,026] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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7: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:31:02,026] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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2: [2023-03-14 14:31:02,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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3: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:31:02,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 14:31:02,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 14:31:02,029] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
3: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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2: [2023-03-14 14:31:02,029] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:31:02,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 14:31:02,030] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 14:31:02,030] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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5: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 14:31:02,025] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
5: [2023-03-14 14:31:02,028] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:31:02,028] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
1: [2023-03-14 14:31:02,025] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
5: [2023-03-14 14:31:02,028] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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1: [2023-03-14 14:31:02,026] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 14:31:02,026] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
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1: [2023-03-14 14:31:02,027] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 14:31:02,027] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
0: [2023-03-14 14:31:02,047] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step26000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:31:02,047] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step26000 is ready now!
0:   successfully saved checkpoint at iteration   26000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 411.22
7:  iteration    26010/   37905 | consumed samples:      6658560 | consumed tokens:  13636730880 | elapsed time per iteration (s): 0.42 | learning rate: 6.106E-05 | global batch size:   256 | lm loss: 3.213296E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 606.148 | TFLOPs: 28.29 |
7:  iteration    26020/   37905 | consumed samples:      6661120 | consumed tokens:  13641973760 | elapsed time per iteration (s): 0.37 | learning rate: 6.099E-05 | global batch size:   256 | lm loss: 3.223696E+00 | grad norm: 0.279 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.712 | TFLOPs: 32.29 |
7:  iteration    26030/   37905 | consumed samples:      6663680 | consumed tokens:  13647216640 | elapsed time per iteration (s): 0.37 | learning rate: 6.093E-05 | global batch size:   256 | lm loss: 3.230269E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.196 | TFLOPs: 32.26 |
7:  iteration    26040/   37905 | consumed samples:      6666240 | consumed tokens:  13652459520 | elapsed time per iteration (s): 0.38 | learning rate: 6.087E-05 | global batch size:   256 | lm loss: 3.222781E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.120 | TFLOPs: 31.65 |
7:  iteration    26050/   37905 | consumed samples:      6668800 | consumed tokens:  13657702400 | elapsed time per iteration (s): 0.37 | learning rate: 6.080E-05 | global batch size:   256 | lm loss: 3.217656E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.170 | TFLOPs: 32.26 |
7:  iteration    26060/   37905 | consumed samples:      6671360 | consumed tokens:  13662945280 | elapsed time per iteration (s): 0.37 | learning rate: 6.074E-05 | global batch size:   256 | lm loss: 3.221696E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.424 | TFLOPs: 32.27 |
7:  iteration    26070/   37905 | consumed samples:      6673920 | consumed tokens:  13668188160 | elapsed time per iteration (s): 0.37 | learning rate: 6.068E-05 | global batch size:   256 | lm loss: 3.215842E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.550 | TFLOPs: 32.28 |
7:  iteration    26080/   37905 | consumed samples:      6676480 | consumed tokens:  13673431040 | elapsed time per iteration (s): 0.37 | learning rate: 6.062E-05 | global batch size:   256 | lm loss: 3.223666E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.107 | TFLOPs: 32.30 |
7:  iteration    26090/   37905 | consumed samples:      6679040 | consumed tokens:  13678673920 | elapsed time per iteration (s): 0.37 | learning rate: 6.055E-05 | global batch size:   256 | lm loss: 3.214107E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.745 | TFLOPs: 32.29 |
7:  iteration    26100/   37905 | consumed samples:      6681600 | consumed tokens:  13683916800 | elapsed time per iteration (s): 0.37 | learning rate: 6.049E-05 | global batch size:   256 | lm loss: 3.217089E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.422 | TFLOPs: 32.32 |
7:  iteration    26110/   37905 | consumed samples:      6684160 | consumed tokens:  13689159680 | elapsed time per iteration (s): 0.37 | learning rate: 6.043E-05 | global batch size:   256 | lm loss: 3.217372E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.208 | TFLOPs: 32.31 |
7:  iteration    26120/   37905 | consumed samples:      6686720 | consumed tokens:  13694402560 | elapsed time per iteration (s): 0.37 | learning rate: 6.036E-05 | global batch size:   256 | lm loss: 3.210943E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.033 | TFLOPs: 32.30 |
7:  iteration    26130/   37905 | consumed samples:      6689280 | consumed tokens:  13699645440 | elapsed time per iteration (s): 0.37 | learning rate: 6.030E-05 | global batch size:   256 | lm loss: 3.221575E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.417 | TFLOPs: 32.32 |
7:  iteration    26140/   37905 | consumed samples:      6691840 | consumed tokens:  13704888320 | elapsed time per iteration (s): 0.37 | learning rate: 6.024E-05 | global batch size:   256 | lm loss: 3.221729E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.096 | TFLOPs: 32.30 |
7:  iteration    26150/   37905 | consumed samples:      6694400 | consumed tokens:  13710131200 | elapsed time per iteration (s): 0.37 | learning rate: 6.018E-05 | global batch size:   256 | lm loss: 3.206778E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.277 | TFLOPs: 32.31 |
7:  iteration    26160/   37905 | consumed samples:      6696960 | consumed tokens:  13715374080 | elapsed time per iteration (s): 0.37 | learning rate: 6.011E-05 | global batch size:   256 | lm loss: 3.231126E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.299 | TFLOPs: 32.31 |
7:  iteration    26170/   37905 | consumed samples:      6699520 | consumed tokens:  13720616960 | elapsed time per iteration (s): 0.37 | learning rate: 6.005E-05 | global batch size:   256 | lm loss: 3.218549E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.715 | TFLOPs: 32.29 |
7:  iteration    26180/   37905 | consumed samples:      6702080 | consumed tokens:  13725859840 | elapsed time per iteration (s): 0.37 | learning rate: 5.999E-05 | global batch size:   256 | lm loss: 3.224539E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.799 | TFLOPs: 32.29 |
7:  iteration    26190/   37905 | consumed samples:      6704640 | consumed tokens:  13731102720 | elapsed time per iteration (s): 0.37 | learning rate: 5.992E-05 | global batch size:   256 | lm loss: 3.203721E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.542 | TFLOPs: 32.28 |
7:  iteration    26200/   37905 | consumed samples:      6707200 | consumed tokens:  13736345600 | elapsed time per iteration (s): 0.37 | learning rate: 5.986E-05 | global batch size:   256 | lm loss: 3.206193E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.455 | TFLOPs: 32.27 |
7:  iteration    26210/   37905 | consumed samples:      6709760 | consumed tokens:  13741588480 | elapsed time per iteration (s): 0.37 | learning rate: 5.980E-05 | global batch size:   256 | lm loss: 3.216105E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.735 | TFLOPs: 32.29 |
7:  iteration    26220/   37905 | consumed samples:      6712320 | consumed tokens:  13746831360 | elapsed time per iteration (s): 0.37 | learning rate: 5.974E-05 | global batch size:   256 | lm loss: 3.222509E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.907 | TFLOPs: 32.30 |
7:  iteration    26230/   37905 | consumed samples:      6714880 | consumed tokens:  13752074240 | elapsed time per iteration (s): 0.37 | learning rate: 5.967E-05 | global batch size:   256 | lm loss: 3.226898E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.850 | TFLOPs: 32.29 |
7:  iteration    26240/   37905 | consumed samples:      6717440 | consumed tokens:  13757317120 | elapsed time per iteration (s): 0.37 | learning rate: 5.961E-05 | global batch size:   256 | lm loss: 3.237400E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.707 | TFLOPs: 32.29 |
7:  iteration    26250/   37905 | consumed samples:      6720000 | consumed tokens:  13762560000 | elapsed time per iteration (s): 0.37 | learning rate: 5.955E-05 | global batch size:   256 | lm loss: 3.222330E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.320 | TFLOPs: 32.27 |
7:  iteration    26260/   37905 | consumed samples:      6722560 | consumed tokens:  13767802880 | elapsed time per iteration (s): 0.37 | learning rate: 5.949E-05 | global batch size:   256 | lm loss: 3.225591E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.275 | TFLOPs: 32.27 |
7:  iteration    26270/   37905 | consumed samples:      6725120 | consumed tokens:  13773045760 | elapsed time per iteration (s): 0.37 | learning rate: 5.943E-05 | global batch size:   256 | lm loss: 3.206004E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.139 | TFLOPs: 31.98 |
7:  iteration    26280/   37905 | consumed samples:      6727680 | consumed tokens:  13778288640 | elapsed time per iteration (s): 0.37 | learning rate: 5.936E-05 | global batch size:   256 | lm loss: 3.224302E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.240 | TFLOPs: 32.26 |
7:  iteration    26290/   37905 | consumed samples:      6730240 | consumed tokens:  13783531520 | elapsed time per iteration (s): 0.37 | learning rate: 5.930E-05 | global batch size:   256 | lm loss: 3.230094E+00 | grad norm: 0.266 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.638 | TFLOPs: 32.28 |
7:  iteration    26300/   37905 | consumed samples:      6732800 | consumed tokens:  13788774400 | elapsed time per iteration (s): 0.37 | learning rate: 5.924E-05 | global batch size:   256 | lm loss: 3.207008E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.213 | TFLOPs: 32.26 |
7:  iteration    26310/   37905 | consumed samples:      6735360 | consumed tokens:  13794017280 | elapsed time per iteration (s): 0.37 | learning rate: 5.918E-05 | global batch size:   256 | lm loss: 3.227078E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.270 | TFLOPs: 32.27 |
7:  iteration    26320/   37905 | consumed samples:      6737920 | consumed tokens:  13799260160 | elapsed time per iteration (s): 0.37 | learning rate: 5.911E-05 | global batch size:   256 | lm loss: 3.210931E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.450 | TFLOPs: 32.27 |
7:  iteration    26330/   37905 | consumed samples:      6740480 | consumed tokens:  13804503040 | elapsed time per iteration (s): 0.37 | learning rate: 5.905E-05 | global batch size:   256 | lm loss: 3.212306E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.317 | TFLOPs: 32.27 |
7:  iteration    26340/   37905 | consumed samples:      6743040 | consumed tokens:  13809745920 | elapsed time per iteration (s): 0.37 | learning rate: 5.899E-05 | global batch size:   256 | lm loss: 3.219603E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.377 | TFLOPs: 32.27 |
7:  iteration    26350/   37905 | consumed samples:      6745600 | consumed tokens:  13814988800 | elapsed time per iteration (s): 0.37 | learning rate: 5.893E-05 | global batch size:   256 | lm loss: 3.204417E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.080 | TFLOPs: 32.26 |
7:  iteration    26360/   37905 | consumed samples:      6748160 | consumed tokens:  13820231680 | elapsed time per iteration (s): 0.37 | learning rate: 5.887E-05 | global batch size:   256 | lm loss: 3.223378E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.847 | TFLOPs: 32.25 |
7:  iteration    26370/   37905 | consumed samples:      6750720 | consumed tokens:  13825474560 | elapsed time per iteration (s): 0.37 | learning rate: 5.880E-05 | global batch size:   256 | lm loss: 3.218806E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.333 | TFLOPs: 32.27 |
7:  iteration    26380/   37905 | consumed samples:      6753280 | consumed tokens:  13830717440 | elapsed time per iteration (s): 0.37 | learning rate: 5.874E-05 | global batch size:   256 | lm loss: 3.215267E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.243 | TFLOPs: 32.26 |
7:  iteration    26390/   37905 | consumed samples:      6755840 | consumed tokens:  13835960320 | elapsed time per iteration (s): 0.37 | learning rate: 5.868E-05 | global batch size:   256 | lm loss: 3.208862E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.815 | TFLOPs: 32.20 |
7:  iteration    26400/   37905 | consumed samples:      6758400 | consumed tokens:  13841203200 | elapsed time per iteration (s): 0.37 | learning rate: 5.862E-05 | global batch size:   256 | lm loss: 3.212622E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.314 | TFLOPs: 32.27 |
7:  iteration    26410/   37905 | consumed samples:      6760960 | consumed tokens:  13846446080 | elapsed time per iteration (s): 0.37 | learning rate: 5.856E-05 | global batch size:   256 | lm loss: 3.207757E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.351 | TFLOPs: 32.27 |
7:  iteration    26420/   37905 | consumed samples:      6763520 | consumed tokens:  13851688960 | elapsed time per iteration (s): 0.37 | learning rate: 5.849E-05 | global batch size:   256 | lm loss: 3.227167E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.258 | TFLOPs: 32.27 |
7:  iteration    26430/   37905 | consumed samples:      6766080 | consumed tokens:  13856931840 | elapsed time per iteration (s): 0.37 | learning rate: 5.843E-05 | global batch size:   256 | lm loss: 3.204157E+00 | grad norm: 0.270 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.245 | TFLOPs: 32.26 |
7:  iteration    26440/   37905 | consumed samples:      6768640 | consumed tokens:  13862174720 | elapsed time per iteration (s): 0.38 | learning rate: 5.837E-05 | global batch size:   256 | lm loss: 3.207950E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.622 | TFLOPs: 31.82 |
7:  iteration    26450/   37905 | consumed samples:      6771200 | consumed tokens:  13867417600 | elapsed time per iteration (s): 0.37 | learning rate: 5.831E-05 | global batch size:   256 | lm loss: 3.215256E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.538 | TFLOPs: 32.28 |
7:  iteration    26460/   37905 | consumed samples:      6773760 | consumed tokens:  13872660480 | elapsed time per iteration (s): 0.37 | learning rate: 5.825E-05 | global batch size:   256 | lm loss: 3.218733E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.689 | TFLOPs: 32.29 |
7:  iteration    26470/   37905 | consumed samples:      6776320 | consumed tokens:  13877903360 | elapsed time per iteration (s): 0.37 | learning rate: 5.819E-05 | global batch size:   256 | lm loss: 3.220065E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.171 | TFLOPs: 32.26 |
7:  iteration    26480/   37905 | consumed samples:      6778880 | consumed tokens:  13883146240 | elapsed time per iteration (s): 0.37 | learning rate: 5.812E-05 | global batch size:   256 | lm loss: 3.233096E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.881 | TFLOPs: 32.29 |
7:  iteration    26490/   37905 | consumed samples:      6781440 | consumed tokens:  13888389120 | elapsed time per iteration (s): 0.37 | learning rate: 5.806E-05 | global batch size:   256 | lm loss: 3.232034E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.638 | TFLOPs: 32.28 |
7:  iteration    26500/   37905 | consumed samples:      6784000 | consumed tokens:  13893632000 | elapsed time per iteration (s): 0.37 | learning rate: 5.800E-05 | global batch size:   256 | lm loss: 3.199418E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.509 | TFLOPs: 32.28 |
7:  iteration    26510/   37905 | consumed samples:      6786560 | consumed tokens:  13898874880 | elapsed time per iteration (s): 0.37 | learning rate: 5.794E-05 | global batch size:   256 | lm loss: 3.210113E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.676 | TFLOPs: 32.28 |
7:  iteration    26520/   37905 | consumed samples:      6789120 | consumed tokens:  13904117760 | elapsed time per iteration (s): 0.37 | learning rate: 5.788E-05 | global batch size:   256 | lm loss: 3.231776E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.437 | TFLOPs: 32.27 |
7:  iteration    26530/   37905 | consumed samples:      6791680 | consumed tokens:  13909360640 | elapsed time per iteration (s): 0.37 | learning rate: 5.782E-05 | global batch size:   256 | lm loss: 3.208442E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.569 | TFLOPs: 32.28 |
7:  iteration    26540/   37905 | consumed samples:      6794240 | consumed tokens:  13914603520 | elapsed time per iteration (s): 0.37 | learning rate: 5.776E-05 | global batch size:   256 | lm loss: 3.219145E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.552 | TFLOPs: 32.28 |
7:  iteration    26550/   37905 | consumed samples:      6796800 | consumed tokens:  13919846400 | elapsed time per iteration (s): 0.37 | learning rate: 5.769E-05 | global batch size:   256 | lm loss: 3.206953E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.532 | TFLOPs: 32.28 |
7:  iteration    26560/   37905 | consumed samples:      6799360 | consumed tokens:  13925089280 | elapsed time per iteration (s): 0.37 | learning rate: 5.763E-05 | global batch size:   256 | lm loss: 3.211842E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.190 | TFLOPs: 32.08 |
7:  iteration    26570/   37905 | consumed samples:      6801920 | consumed tokens:  13930332160 | elapsed time per iteration (s): 0.37 | learning rate: 5.757E-05 | global batch size:   256 | lm loss: 3.206131E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.927 | TFLOPs: 32.30 |
7:  iteration    26580/   37905 | consumed samples:      6804480 | consumed tokens:  13935575040 | elapsed time per iteration (s): 0.39 | learning rate: 5.751E-05 | global batch size:   256 | lm loss: 3.204892E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.661 | TFLOPs: 30.98 |
7:  iteration    26590/   37905 | consumed samples:      6807040 | consumed tokens:  13940817920 | elapsed time per iteration (s): 0.37 | learning rate: 5.745E-05 | global batch size:   256 | lm loss: 3.214948E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.408 | TFLOPs: 32.27 |
7:  iteration    26600/   37905 | consumed samples:      6809600 | consumed tokens:  13946060800 | elapsed time per iteration (s): 0.37 | learning rate: 5.739E-05 | global batch size:   256 | lm loss: 3.217083E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.401 | TFLOPs: 32.27 |
7:  iteration    26610/   37905 | consumed samples:      6812160 | consumed tokens:  13951303680 | elapsed time per iteration (s): 0.37 | learning rate: 5.733E-05 | global batch size:   256 | lm loss: 3.220322E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.819 | TFLOPs: 32.29 |
7:  iteration    26620/   37905 | consumed samples:      6814720 | consumed tokens:  13956546560 | elapsed time per iteration (s): 0.37 | learning rate: 5.727E-05 | global batch size:   256 | lm loss: 3.212598E+00 | grad norm: 0.323 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.509 | TFLOPs: 32.28 |
7:  iteration    26630/   37905 | consumed samples:      6817280 | consumed tokens:  13961789440 | elapsed time per iteration (s): 0.37 | learning rate: 5.720E-05 | global batch size:   256 | lm loss: 3.219617E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.802 | TFLOPs: 32.29 |
7:  iteration    26640/   37905 | consumed samples:      6819840 | consumed tokens:  13967032320 | elapsed time per iteration (s): 0.37 | learning rate: 5.714E-05 | global batch size:   256 | lm loss: 3.218265E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.571 | TFLOPs: 32.28 |
7:  iteration    26650/   37905 | consumed samples:      6822400 | consumed tokens:  13972275200 | elapsed time per iteration (s): 0.37 | learning rate: 5.708E-05 | global batch size:   256 | lm loss: 3.216665E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.896 | TFLOPs: 32.30 |
7:  iteration    26660/   37905 | consumed samples:      6824960 | consumed tokens:  13977518080 | elapsed time per iteration (s): 0.37 | learning rate: 5.702E-05 | global batch size:   256 | lm loss: 3.222549E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.613 | TFLOPs: 32.28 |
7:  iteration    26670/   37905 | consumed samples:      6827520 | consumed tokens:  13982760960 | elapsed time per iteration (s): 0.37 | learning rate: 5.696E-05 | global batch size:   256 | lm loss: 3.204854E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.730 | TFLOPs: 32.29 |
7:  iteration    26680/   37905 | consumed samples:      6830080 | consumed tokens:  13988003840 | elapsed time per iteration (s): 0.37 | learning rate: 5.690E-05 | global batch size:   256 | lm loss: 3.211935E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.929 | TFLOPs: 32.30 |
7:  iteration    26690/   37905 | consumed samples:      6832640 | consumed tokens:  13993246720 | elapsed time per iteration (s): 0.37 | learning rate: 5.684E-05 | global batch size:   256 | lm loss: 3.221431E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.764 | TFLOPs: 32.29 |
7:  iteration    26700/   37905 | consumed samples:      6835200 | consumed tokens:  13998489600 | elapsed time per iteration (s): 0.37 | learning rate: 5.678E-05 | global batch size:   256 | lm loss: 3.221924E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.762 | TFLOPs: 32.29 |
7:  iteration    26710/   37905 | consumed samples:      6837760 | consumed tokens:  14003732480 | elapsed time per iteration (s): 0.37 | learning rate: 5.672E-05 | global batch size:   256 | lm loss: 3.207028E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.762 | TFLOPs: 32.29 |
7:  iteration    26720/   37905 | consumed samples:      6840320 | consumed tokens:  14008975360 | elapsed time per iteration (s): 0.37 | learning rate: 5.666E-05 | global batch size:   256 | lm loss: 3.206219E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.792 | TFLOPs: 32.29 |
7:  iteration    26730/   37905 | consumed samples:      6842880 | consumed tokens:  14014218240 | elapsed time per iteration (s): 0.37 | learning rate: 5.660E-05 | global batch size:   256 | lm loss: 3.205365E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.610 | TFLOPs: 32.28 |
7:  iteration    26740/   37905 | consumed samples:      6845440 | consumed tokens:  14019461120 | elapsed time per iteration (s): 0.37 | learning rate: 5.654E-05 | global batch size:   256 | lm loss: 3.218633E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.414 | TFLOPs: 32.27 |
7:  iteration    26750/   37905 | consumed samples:      6848000 | consumed tokens:  14024704000 | elapsed time per iteration (s): 0.37 | learning rate: 5.648E-05 | global batch size:   256 | lm loss: 3.226221E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.870 | TFLOPs: 32.29 |
7:  iteration    26760/   37905 | consumed samples:      6850560 | consumed tokens:  14029946880 | elapsed time per iteration (s): 0.37 | learning rate: 5.641E-05 | global batch size:   256 | lm loss: 3.210833E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.378 | TFLOPs: 32.27 |
7:  iteration    26770/   37905 | consumed samples:      6853120 | consumed tokens:  14035189760 | elapsed time per iteration (s): 0.37 | learning rate: 5.635E-05 | global batch size:   256 | lm loss: 3.209705E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.794 | TFLOPs: 32.29 |
7:  iteration    26780/   37905 | consumed samples:      6855680 | consumed tokens:  14040432640 | elapsed time per iteration (s): 0.37 | learning rate: 5.629E-05 | global batch size:   256 | lm loss: 3.208022E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.882 | TFLOPs: 32.29 |
7:  iteration    26790/   37905 | consumed samples:      6858240 | consumed tokens:  14045675520 | elapsed time per iteration (s): 0.37 | learning rate: 5.623E-05 | global batch size:   256 | lm loss: 3.226999E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.836 | TFLOPs: 32.29 |
7:  iteration    26800/   37905 | consumed samples:      6860800 | consumed tokens:  14050918400 | elapsed time per iteration (s): 0.37 | learning rate: 5.617E-05 | global batch size:   256 | lm loss: 3.205112E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.540 | TFLOPs: 32.28 |
7:  iteration    26810/   37905 | consumed samples:      6863360 | consumed tokens:  14056161280 | elapsed time per iteration (s): 0.37 | learning rate: 5.611E-05 | global batch size:   256 | lm loss: 3.220659E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.455 | TFLOPs: 32.27 |
7:  iteration    26820/   37905 | consumed samples:      6865920 | consumed tokens:  14061404160 | elapsed time per iteration (s): 0.37 | learning rate: 5.605E-05 | global batch size:   256 | lm loss: 3.213973E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.010 | TFLOPs: 32.07 |
7:  iteration    26830/   37905 | consumed samples:      6868480 | consumed tokens:  14066647040 | elapsed time per iteration (s): 0.37 | learning rate: 5.599E-05 | global batch size:   256 | lm loss: 3.210220E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.743 | TFLOPs: 32.29 |
7:  iteration    26840/   37905 | consumed samples:      6871040 | consumed tokens:  14071889920 | elapsed time per iteration (s): 0.37 | learning rate: 5.593E-05 | global batch size:   256 | lm loss: 3.198198E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.731 | TFLOPs: 32.29 |
7:  iteration    26850/   37905 | consumed samples:      6873600 | consumed tokens:  14077132800 | elapsed time per iteration (s): 0.37 | learning rate: 5.587E-05 | global batch size:   256 | lm loss: 3.206665E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.594 | TFLOPs: 32.28 |
7:  iteration    26860/   37905 | consumed samples:      6876160 | consumed tokens:  14082375680 | elapsed time per iteration (s): 0.37 | learning rate: 5.581E-05 | global batch size:   256 | lm loss: 3.210764E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.901 | TFLOPs: 32.30 |
7:  iteration    26870/   37905 | consumed samples:      6878720 | consumed tokens:  14087618560 | elapsed time per iteration (s): 0.37 | learning rate: 5.575E-05 | global batch size:   256 | lm loss: 3.214630E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.315 | TFLOPs: 32.27 |
7:  iteration    26880/   37905 | consumed samples:      6881280 | consumed tokens:  14092861440 | elapsed time per iteration (s): 0.37 | learning rate: 5.569E-05 | global batch size:   256 | lm loss: 3.212218E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.795 | TFLOPs: 32.29 |
7:  iteration    26890/   37905 | consumed samples:      6883840 | consumed tokens:  14098104320 | elapsed time per iteration (s): 0.37 | learning rate: 5.563E-05 | global batch size:   256 | lm loss: 3.218361E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.278 | TFLOPs: 32.27 |
7:  iteration    26900/   37905 | consumed samples:      6886400 | consumed tokens:  14103347200 | elapsed time per iteration (s): 0.37 | learning rate: 5.557E-05 | global batch size:   256 | lm loss: 3.216081E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.787 | TFLOPs: 31.87 |
7:  iteration    26910/   37905 | consumed samples:      6888960 | consumed tokens:  14108590080 | elapsed time per iteration (s): 0.37 | learning rate: 5.551E-05 | global batch size:   256 | lm loss: 3.212934E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.590 | TFLOPs: 32.28 |
7:  iteration    26920/   37905 | consumed samples:      6891520 | consumed tokens:  14113832960 | elapsed time per iteration (s): 0.37 | learning rate: 5.545E-05 | global batch size:   256 | lm loss: 3.213063E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.666 | TFLOPs: 32.28 |
7:  iteration    26930/   37905 | consumed samples:      6894080 | consumed tokens:  14119075840 | elapsed time per iteration (s): 0.37 | learning rate: 5.539E-05 | global batch size:   256 | lm loss: 3.215402E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.791 | TFLOPs: 32.29 |
7:  iteration    26940/   37905 | consumed samples:      6896640 | consumed tokens:  14124318720 | elapsed time per iteration (s): 0.37 | learning rate: 5.533E-05 | global batch size:   256 | lm loss: 3.216193E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.855 | TFLOPs: 32.29 |
7:  iteration    26950/   37905 | consumed samples:      6899200 | consumed tokens:  14129561600 | elapsed time per iteration (s): 0.37 | learning rate: 5.527E-05 | global batch size:   256 | lm loss: 3.225396E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.489 | TFLOPs: 32.28 |
7:  iteration    26960/   37905 | consumed samples:      6901760 | consumed tokens:  14134804480 | elapsed time per iteration (s): 0.37 | learning rate: 5.521E-05 | global batch size:   256 | lm loss: 3.205812E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.715 | TFLOPs: 32.29 |
7:  iteration    26970/   37905 | consumed samples:      6904320 | consumed tokens:  14140047360 | elapsed time per iteration (s): 0.37 | learning rate: 5.515E-05 | global batch size:   256 | lm loss: 3.209251E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.537 | TFLOPs: 32.28 |
7:  iteration    26980/   37905 | consumed samples:      6906880 | consumed tokens:  14145290240 | elapsed time per iteration (s): 0.38 | learning rate: 5.509E-05 | global batch size:   256 | lm loss: 3.222356E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.496 | TFLOPs: 31.53 |
7:  iteration    26990/   37905 | consumed samples:      6909440 | consumed tokens:  14150533120 | elapsed time per iteration (s): 0.37 | learning rate: 5.503E-05 | global batch size:   256 | lm loss: 3.204771E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.703 | TFLOPs: 32.29 |
7:  iteration    27000/   37905 | consumed samples:      6912000 | consumed tokens:  14155776000 | elapsed time per iteration (s): 0.37 | learning rate: 5.497E-05 | global batch size:   256 | lm loss: 3.221554E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.779 | TFLOPs: 32.29 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 27000 | lm loss value: 3.759620E+00 | lm loss PPL: 4.293212E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   27000 to checkpoints_146m20b100m
0: [2023-03-14 14:37:12,802] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step27000 is begin to save!
0: [2023-03-14 14:37:12,806] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:37:12,891] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_01-model_00-model_states.pt.
0: [2023-03-14 14:37:12,891] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_03-model_00-model_states.pt...
0: [2023-03-14 14:37:12,907] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_03-model_00-model_states.pt.
0: [2023-03-14 14:37:12,907] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_04-model_00-model_states.pt...
0: [2023-03-14 14:37:12,922] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_04-model_00-model_states.pt.
0: [2023-03-14 14:37:12,922] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_05-model_00-model_states.pt...
0: [2023-03-14 14:37:12,936] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_05-model_00-model_states.pt.
0: [2023-03-14 14:37:12,937] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 14:37:12,952] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_07-model_00-model_states.pt...
0: [2023-03-14 14:37:12,966] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_07-model_00-model_states.pt.
0: [2023-03-14 14:37:12,967] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_08-model_00-model_states.pt...
0: [2023-03-14 14:37:12,981] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_08-model_00-model_states.pt.
0: [2023-03-14 14:37:12,981] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_09-model_00-model_states.pt...
0: [2023-03-14 14:37:12,996] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_09-model_00-model_states.pt.
0: [2023-03-14 14:37:12,996] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 14:37:13,011] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 14:37:13,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_12-model_00-model_states.pt...
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0: [2023-03-14 14:37:13,043] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_13-model_00-model_states.pt...
0: [2023-03-14 14:37:13,058] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_13-model_00-model_states.pt.
0: [2023-03-14 14:37:13,058] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_14-model_00-model_states.pt...
0: [2023-03-14 14:37:13,073] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_14-model_00-model_states.pt.
0: [2023-03-14 14:37:13,073] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_15-model_00-model_states.pt...
0: [2023-03-14 14:37:13,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_15-model_00-model_states.pt.
0: [2023-03-14 14:37:13,088] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_16-model_00-model_states.pt...
0: [2023-03-14 14:37:13,103] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_16-model_00-model_states.pt.
0: [2023-03-14 14:37:13,103] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 14:37:13,118] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/layer_19-model_00-model_states.pt...
0: [2023-03-14 14:37:13,119] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/layer_19-model_00-model_states.pt.
0: [2023-03-14 14:37:13,120] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step27000/mp_rank_00_model_states.pt
0: [2023-03-14 14:37:13,120] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/mp_rank_00_model_states.pt...
0: [2023-03-14 14:37:13,122] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step27000/mp_rank_00_model_states.pt.
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
5: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
2: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
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4: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
3: [2023-03-14 14:37:13,139] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
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4: [2023-03-14 14:37:13,180] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
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7: [2023-03-14 14:37:13,180] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 14:37:13,180] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
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7: [2023-03-14 14:37:13,180] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
4: [2023-03-14 14:37:13,180] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 14:37:13,180] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
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0: [2023-03-14 14:37:13,181] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:37:13,181] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:37:13,181] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
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5: [2023-03-14 14:37:13,183] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
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2: [2023-03-14 14:37:13,196] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step27000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt
2: [2023-03-14 14:37:13,196] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step27000 is ready now!
0:   successfully saved checkpoint at iteration   27000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 407.21
7:  iteration    27010/   37905 | consumed samples:      6914560 | consumed tokens:  14161018880 | elapsed time per iteration (s): 0.42 | learning rate: 5.491E-05 | global batch size:   256 | lm loss: 3.215641E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 605.555 | TFLOPs: 28.27 |
7:  iteration    27020/   37905 | consumed samples:      6917120 | consumed tokens:  14166261760 | elapsed time per iteration (s): 0.37 | learning rate: 5.485E-05 | global batch size:   256 | lm loss: 3.218931E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.914 | TFLOPs: 32.30 |
7:  iteration    27030/   37905 | consumed samples:      6919680 | consumed tokens:  14171504640 | elapsed time per iteration (s): 0.37 | learning rate: 5.479E-05 | global batch size:   256 | lm loss: 3.204385E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.488 | TFLOPs: 32.28 |
7:  iteration    27040/   37905 | consumed samples:      6922240 | consumed tokens:  14176747520 | elapsed time per iteration (s): 0.37 | learning rate: 5.473E-05 | global batch size:   256 | lm loss: 3.218278E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.621 | TFLOPs: 32.28 |
7:  iteration    27050/   37905 | consumed samples:      6924800 | consumed tokens:  14181990400 | elapsed time per iteration (s): 0.37 | learning rate: 5.467E-05 | global batch size:   256 | lm loss: 3.213701E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.561 | TFLOPs: 32.28 |
7:  iteration    27060/   37905 | consumed samples:      6927360 | consumed tokens:  14187233280 | elapsed time per iteration (s): 0.37 | learning rate: 5.462E-05 | global batch size:   256 | lm loss: 3.204374E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.710 | TFLOPs: 32.29 |
7:  iteration    27070/   37905 | consumed samples:      6929920 | consumed tokens:  14192476160 | elapsed time per iteration (s): 0.37 | learning rate: 5.456E-05 | global batch size:   256 | lm loss: 3.212220E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.065 | TFLOPs: 32.30 |
7:  iteration    27080/   37905 | consumed samples:      6932480 | consumed tokens:  14197719040 | elapsed time per iteration (s): 0.37 | learning rate: 5.450E-05 | global batch size:   256 | lm loss: 3.212062E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.737 | TFLOPs: 32.29 |
7:  iteration    27090/   37905 | consumed samples:      6935040 | consumed tokens:  14202961920 | elapsed time per iteration (s): 0.37 | learning rate: 5.444E-05 | global batch size:   256 | lm loss: 3.222266E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.399 | TFLOPs: 32.27 |
7:  iteration    27100/   37905 | consumed samples:      6937600 | consumed tokens:  14208204800 | elapsed time per iteration (s): 0.37 | learning rate: 5.438E-05 | global batch size:   256 | lm loss: 3.219108E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.689 | TFLOPs: 32.29 |
7:  iteration    27110/   37905 | consumed samples:      6940160 | consumed tokens:  14213447680 | elapsed time per iteration (s): 0.37 | learning rate: 5.432E-05 | global batch size:   256 | lm loss: 3.203913E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.601 | TFLOPs: 32.28 |
7:  iteration    27120/   37905 | consumed samples:      6942720 | consumed tokens:  14218690560 | elapsed time per iteration (s): 0.37 | learning rate: 5.426E-05 | global batch size:   256 | lm loss: 3.215424E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.824 | TFLOPs: 32.29 |
7:  iteration    27130/   37905 | consumed samples:      6945280 | consumed tokens:  14223933440 | elapsed time per iteration (s): 0.37 | learning rate: 5.420E-05 | global batch size:   256 | lm loss: 3.198922E+00 | grad norm: 0.267 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.752 | TFLOPs: 32.29 |
7:  iteration    27140/   37905 | consumed samples:      6947840 | consumed tokens:  14229176320 | elapsed time per iteration (s): 0.37 | learning rate: 5.414E-05 | global batch size:   256 | lm loss: 3.207056E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.759 | TFLOPs: 32.29 |
7:  iteration    27150/   37905 | consumed samples:      6950400 | consumed tokens:  14234419200 | elapsed time per iteration (s): 0.37 | learning rate: 5.408E-05 | global batch size:   256 | lm loss: 3.209967E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.919 | TFLOPs: 32.30 |
7:  iteration    27160/   37905 | consumed samples:      6952960 | consumed tokens:  14239662080 | elapsed time per iteration (s): 0.37 | learning rate: 5.402E-05 | global batch size:   256 | lm loss: 3.225534E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.703 | TFLOPs: 32.29 |
7:  iteration    27170/   37905 | consumed samples:      6955520 | consumed tokens:  14244904960 | elapsed time per iteration (s): 0.37 | learning rate: 5.396E-05 | global batch size:   256 | lm loss: 3.214257E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.819 | TFLOPs: 32.29 |
7:  iteration    27180/   37905 | consumed samples:      6958080 | consumed tokens:  14250147840 | elapsed time per iteration (s): 0.37 | learning rate: 5.391E-05 | global batch size:   256 | lm loss: 3.205799E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.741 | TFLOPs: 32.29 |
7:  iteration    27190/   37905 | consumed samples:      6960640 | consumed tokens:  14255390720 | elapsed time per iteration (s): 0.37 | learning rate: 5.385E-05 | global batch size:   256 | lm loss: 3.212122E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.852 | TFLOPs: 32.29 |
7:  iteration    27200/   37905 | consumed samples:      6963200 | consumed tokens:  14260633600 | elapsed time per iteration (s): 0.38 | learning rate: 5.379E-05 | global batch size:   256 | lm loss: 3.218518E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.713 | TFLOPs: 31.45 |
7:  iteration    27210/   37905 | consumed samples:      6965760 | consumed tokens:  14265876480 | elapsed time per iteration (s): 0.37 | learning rate: 5.373E-05 | global batch size:   256 | lm loss: 3.225327E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.854 | TFLOPs: 32.29 |
7:  iteration    27220/   37905 | consumed samples:      6968320 | consumed tokens:  14271119360 | elapsed time per iteration (s): 0.37 | learning rate: 5.367E-05 | global batch size:   256 | lm loss: 3.204637E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.038 | TFLOPs: 32.26 |
7:  iteration    27230/   37905 | consumed samples:      6970880 | consumed tokens:  14276362240 | elapsed time per iteration (s): 0.37 | learning rate: 5.361E-05 | global batch size:   256 | lm loss: 3.222371E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.760 | TFLOPs: 32.29 |
7:  iteration    27240/   37905 | consumed samples:      6973440 | consumed tokens:  14281605120 | elapsed time per iteration (s): 0.37 | learning rate: 5.355E-05 | global batch size:   256 | lm loss: 3.200184E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.495 | TFLOPs: 32.28 |
7:  iteration    27250/   37905 | consumed samples:      6976000 | consumed tokens:  14286848000 | elapsed time per iteration (s): 0.37 | learning rate: 5.349E-05 | global batch size:   256 | lm loss: 3.219177E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.591 | TFLOPs: 32.28 |
7:  iteration    27260/   37905 | consumed samples:      6978560 | consumed tokens:  14292090880 | elapsed time per iteration (s): 0.37 | learning rate: 5.344E-05 | global batch size:   256 | lm loss: 3.211821E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.536 | TFLOPs: 32.28 |
7:  iteration    27270/   37905 | consumed samples:      6981120 | consumed tokens:  14297333760 | elapsed time per iteration (s): 0.37 | learning rate: 5.338E-05 | global batch size:   256 | lm loss: 3.211083E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.212 | TFLOPs: 32.31 |
7:  iteration    27280/   37905 | consumed samples:      6983680 | consumed tokens:  14302576640 | elapsed time per iteration (s): 0.37 | learning rate: 5.332E-05 | global batch size:   256 | lm loss: 3.222769E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.608 | TFLOPs: 32.28 |
7:  iteration    27290/   37905 | consumed samples:      6986240 | consumed tokens:  14307819520 | elapsed time per iteration (s): 0.37 | learning rate: 5.326E-05 | global batch size:   256 | lm loss: 3.211135E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.922 | TFLOPs: 32.30 |
7:  iteration    27300/   37905 | consumed samples:      6988800 | consumed tokens:  14313062400 | elapsed time per iteration (s): 0.37 | learning rate: 5.320E-05 | global batch size:   256 | lm loss: 3.212845E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.571 | TFLOPs: 32.28 |
7:  iteration    27310/   37905 | consumed samples:      6991360 | consumed tokens:  14318305280 | elapsed time per iteration (s): 0.37 | learning rate: 5.314E-05 | global batch size:   256 | lm loss: 3.197192E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.065 | TFLOPs: 32.30 |
7:  iteration    27320/   37905 | consumed samples:      6993920 | consumed tokens:  14323548160 | elapsed time per iteration (s): 0.37 | learning rate: 5.308E-05 | global batch size:   256 | lm loss: 3.205904E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.859 | TFLOPs: 32.29 |
7:  iteration    27330/   37905 | consumed samples:      6996480 | consumed tokens:  14328791040 | elapsed time per iteration (s): 0.37 | learning rate: 5.303E-05 | global batch size:   256 | lm loss: 3.211750E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.842 | TFLOPs: 32.29 |
7:  iteration    27340/   37905 | consumed samples:      6999040 | consumed tokens:  14334033920 | elapsed time per iteration (s): 0.37 | learning rate: 5.297E-05 | global batch size:   256 | lm loss: 3.216156E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.902 | TFLOPs: 32.30 |
7:  iteration    27350/   37905 | consumed samples:      7001600 | consumed tokens:  14339276800 | elapsed time per iteration (s): 0.37 | learning rate: 5.291E-05 | global batch size:   256 | lm loss: 3.224068E+00 | grad norm: 0.261 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.132 | TFLOPs: 32.31 |
7:  iteration    27360/   37905 | consumed samples:      7004160 | consumed tokens:  14344519680 | elapsed time per iteration (s): 0.37 | learning rate: 5.285E-05 | global batch size:   256 | lm loss: 3.217110E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.732 | TFLOPs: 32.29 |
7:  iteration    27370/   37905 | consumed samples:      7006720 | consumed tokens:  14349762560 | elapsed time per iteration (s): 0.37 | learning rate: 5.279E-05 | global batch size:   256 | lm loss: 3.211223E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.727 | TFLOPs: 32.29 |
7:  iteration    27380/   37905 | consumed samples:      7009280 | consumed tokens:  14355005440 | elapsed time per iteration (s): 0.37 | learning rate: 5.274E-05 | global batch size:   256 | lm loss: 3.193513E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.479 | TFLOPs: 32.28 |
7:  iteration    27390/   37905 | consumed samples:      7011840 | consumed tokens:  14360248320 | elapsed time per iteration (s): 0.37 | learning rate: 5.268E-05 | global batch size:   256 | lm loss: 3.214486E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.612 | TFLOPs: 32.28 |
7:  iteration    27400/   37905 | consumed samples:      7014400 | consumed tokens:  14365491200 | elapsed time per iteration (s): 0.37 | learning rate: 5.262E-05 | global batch size:   256 | lm loss: 3.210464E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.132 | TFLOPs: 32.31 |
7:  iteration    27410/   37905 | consumed samples:      7016960 | consumed tokens:  14370734080 | elapsed time per iteration (s): 0.37 | learning rate: 5.256E-05 | global batch size:   256 | lm loss: 3.216014E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.488 | TFLOPs: 32.28 |
7:  iteration    27420/   37905 | consumed samples:      7019520 | consumed tokens:  14375976960 | elapsed time per iteration (s): 0.37 | learning rate: 5.250E-05 | global batch size:   256 | lm loss: 3.207027E+00 | grad norm: 0.262 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.611 | TFLOPs: 32.28 |
7:  iteration    27430/   37905 | consumed samples:      7022080 | consumed tokens:  14381219840 | elapsed time per iteration (s): 0.37 | learning rate: 5.245E-05 | global batch size:   256 | lm loss: 3.207256E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.779 | TFLOPs: 32.29 |
7:  iteration    27440/   37905 | consumed samples:      7024640 | consumed tokens:  14386462720 | elapsed time per iteration (s): 0.37 | learning rate: 5.239E-05 | global batch size:   256 | lm loss: 3.205324E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.559 | TFLOPs: 32.28 |
7:  iteration    27450/   37905 | consumed samples:      7027200 | consumed tokens:  14391705600 | elapsed time per iteration (s): 0.37 | learning rate: 5.233E-05 | global batch size:   256 | lm loss: 3.207349E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.876 | TFLOPs: 32.29 |
7:  iteration    27460/   37905 | consumed samples:      7029760 | consumed tokens:  14396948480 | elapsed time per iteration (s): 0.37 | learning rate: 5.227E-05 | global batch size:   256 | lm loss: 3.208372E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.906 | TFLOPs: 32.30 |
7:  iteration    27470/   37905 | consumed samples:      7032320 | consumed tokens:  14402191360 | elapsed time per iteration (s): 0.37 | learning rate: 5.221E-05 | global batch size:   256 | lm loss: 3.215298E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.697 | TFLOPs: 32.29 |
7:  iteration    27480/   37905 | consumed samples:      7034880 | consumed tokens:  14407434240 | elapsed time per iteration (s): 0.37 | learning rate: 5.216E-05 | global batch size:   256 | lm loss: 3.210114E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.587 | TFLOPs: 32.28 |
7:  iteration    27490/   37905 | consumed samples:      7037440 | consumed tokens:  14412677120 | elapsed time per iteration (s): 0.37 | learning rate: 5.210E-05 | global batch size:   256 | lm loss: 3.203487E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.415 | TFLOPs: 32.27 |
7:  iteration    27500/   37905 | consumed samples:      7040000 | consumed tokens:  14417920000 | elapsed time per iteration (s): 0.37 | learning rate: 5.204E-05 | global batch size:   256 | lm loss: 3.211053E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.807 | TFLOPs: 32.29 |
7:  iteration    27510/   37905 | consumed samples:      7042560 | consumed tokens:  14423162880 | elapsed time per iteration (s): 0.37 | learning rate: 5.198E-05 | global batch size:   256 | lm loss: 3.218193E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.755 | TFLOPs: 32.29 |
7:  iteration    27520/   37905 | consumed samples:      7045120 | consumed tokens:  14428405760 | elapsed time per iteration (s): 0.37 | learning rate: 5.193E-05 | global batch size:   256 | lm loss: 3.208553E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.533 | TFLOPs: 32.28 |
7:  iteration    27530/   37905 | consumed samples:      7047680 | consumed tokens:  14433648640 | elapsed time per iteration (s): 0.37 | learning rate: 5.187E-05 | global batch size:   256 | lm loss: 3.212816E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.715 | TFLOPs: 32.29 |
7:  iteration    27540/   37905 | consumed samples:      7050240 | consumed tokens:  14438891520 | elapsed time per iteration (s): 0.37 | learning rate: 5.181E-05 | global batch size:   256 | lm loss: 3.205882E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.398 | TFLOPs: 32.27 |
7:  iteration    27550/   37905 | consumed samples:      7052800 | consumed tokens:  14444134400 | elapsed time per iteration (s): 0.38 | learning rate: 5.175E-05 | global batch size:   256 | lm loss: 3.208305E+00 | grad norm: 0.272 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.927 | TFLOPs: 31.46 |
7:  iteration    27560/   37905 | consumed samples:      7055360 | consumed tokens:  14449377280 | elapsed time per iteration (s): 0.37 | learning rate: 5.170E-05 | global batch size:   256 | lm loss: 3.229230E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.551 | TFLOPs: 32.28 |
7:  iteration    27570/   37905 | consumed samples:      7057920 | consumed tokens:  14454620160 | elapsed time per iteration (s): 0.37 | learning rate: 5.164E-05 | global batch size:   256 | lm loss: 3.206742E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.744 | TFLOPs: 32.29 |
7:  iteration    27580/   37905 | consumed samples:      7060480 | consumed tokens:  14459863040 | elapsed time per iteration (s): 0.37 | learning rate: 5.158E-05 | global batch size:   256 | lm loss: 3.207821E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.507 | TFLOPs: 32.28 |
7:  iteration    27590/   37905 | consumed samples:      7063040 | consumed tokens:  14465105920 | elapsed time per iteration (s): 0.37 | learning rate: 5.152E-05 | global batch size:   256 | lm loss: 3.217051E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.458 | TFLOPs: 32.27 |
7:  iteration    27600/   37905 | consumed samples:      7065600 | consumed tokens:  14470348800 | elapsed time per iteration (s): 0.37 | learning rate: 5.147E-05 | global batch size:   256 | lm loss: 3.202480E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.211 | TFLOPs: 32.26 |
7:  iteration    27610/   37905 | consumed samples:      7068160 | consumed tokens:  14475591680 | elapsed time per iteration (s): 0.37 | learning rate: 5.141E-05 | global batch size:   256 | lm loss: 3.196328E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.645 | TFLOPs: 32.28 |
7:  iteration    27620/   37905 | consumed samples:      7070720 | consumed tokens:  14480834560 | elapsed time per iteration (s): 0.37 | learning rate: 5.135E-05 | global batch size:   256 | lm loss: 3.210207E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.717 | TFLOPs: 32.29 |
7:  iteration    27630/   37905 | consumed samples:      7073280 | consumed tokens:  14486077440 | elapsed time per iteration (s): 0.37 | learning rate: 5.129E-05 | global batch size:   256 | lm loss: 3.215652E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.635 | TFLOPs: 32.28 |
7:  iteration    27640/   37905 | consumed samples:      7075840 | consumed tokens:  14491320320 | elapsed time per iteration (s): 0.37 | learning rate: 5.124E-05 | global batch size:   256 | lm loss: 3.210321E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.094 | TFLOPs: 32.26 |
7:  iteration    27650/   37905 | consumed samples:      7078400 | consumed tokens:  14496563200 | elapsed time per iteration (s): 0.37 | learning rate: 5.118E-05 | global batch size:   256 | lm loss: 3.212108E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.132 | TFLOPs: 32.21 |
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7:  iteration    27980/   37905 | consumed samples:      7162880 | consumed tokens:  14669578240 | elapsed time per iteration (s): 0.37 | learning rate: 4.932E-05 | global batch size:   256 | lm loss: 3.188549E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.538 | TFLOPs: 32.23 |
7:  iteration    27990/   37905 | consumed samples:      7165440 | consumed tokens:  14674821120 | elapsed time per iteration (s): 0.37 | learning rate: 4.927E-05 | global batch size:   256 | lm loss: 3.203785E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.376 | TFLOPs: 32.22 |
0: [2023-03-14 14:43:23,849] [INFO] [logging.py:68:log_dist] [Rank 0] step=28000, skipped=0, lr=[4.9210099955882125e-05, 4.9210099955882125e-05, 4.9210099955882125e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    28000/   37905 | consumed samples:      7168000 | consumed tokens:  14680064000 | elapsed time per iteration (s): 0.37 | learning rate: 4.921E-05 | global batch size:   256 | lm loss: 3.207355E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.040 | TFLOPs: 32.26 |
0: steps: 28000 loss: 3.1897 iter time (s): 0.369 samples/sec: 693.637
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 28000 | lm loss value: 3.757106E+00 | lm loss PPL: 4.282432E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   28000 to checkpoints_146m20b100m
0: [2023-03-14 14:43:23,987] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step28000 is begin to save!
0: [2023-03-14 14:43:23,993] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step28000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:43:24,088] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 14:43:24,321] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step28000/mp_rank_00_model_states.pt
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5: [2023-03-14 14:43:24,339] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
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0: [2023-03-14 14:43:24,372] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
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5: [2023-03-14 14:43:24,386] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 14:43:24,386] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
5: [2023-03-14 14:43:24,386] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 14:43:24,386] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
6: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:43:24,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
1: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:43:24,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
2: [2023-03-14 14:43:24,391] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:43:24,391] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
2: [2023-03-14 14:43:24,391] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:43:24,391] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
2: [2023-03-14 14:43:24,391] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 14:43:24,391] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
7: [2023-03-14 14:43:24,394] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:43:24,394] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:43:24,394] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:43:24,395] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 14:43:24,395] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 14:43:24,395] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 14:43:24,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
7: [2023-03-14 14:43:24,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
7: [2023-03-14 14:43:24,395] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
0: [2023-03-14 14:43:24,398] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:43:24,398] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
1: [2023-03-14 14:43:24,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
1: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:43:24,387] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step28000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 14:43:24,387] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step28000 is ready now!
0:   successfully saved checkpoint at iteration   28000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 436.17
7:  iteration    28010/   37905 | consumed samples:      7170560 | consumed tokens:  14685306880 | elapsed time per iteration (s): 0.43 | learning rate: 4.915E-05 | global batch size:   256 | lm loss: 3.205334E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 601.945 | TFLOPs: 28.10 |
7:  iteration    28020/   37905 | consumed samples:      7173120 | consumed tokens:  14690549760 | elapsed time per iteration (s): 0.38 | learning rate: 4.910E-05 | global batch size:   256 | lm loss: 3.196842E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.259 | TFLOPs: 31.71 |
7:  iteration    28030/   37905 | consumed samples:      7175680 | consumed tokens:  14695792640 | elapsed time per iteration (s): 0.37 | learning rate: 4.904E-05 | global batch size:   256 | lm loss: 3.203339E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.540 | TFLOPs: 32.23 |
7:  iteration    28040/   37905 | consumed samples:      7178240 | consumed tokens:  14701035520 | elapsed time per iteration (s): 0.37 | learning rate: 4.899E-05 | global batch size:   256 | lm loss: 3.217839E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.950 | TFLOPs: 32.20 |
7:  iteration    28050/   37905 | consumed samples:      7180800 | consumed tokens:  14706278400 | elapsed time per iteration (s): 0.37 | learning rate: 4.893E-05 | global batch size:   256 | lm loss: 3.210633E+00 | grad norm: 0.274 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.711 | TFLOPs: 32.24 |
7:  iteration    28060/   37905 | consumed samples:      7183360 | consumed tokens:  14711521280 | elapsed time per iteration (s): 0.37 | learning rate: 4.888E-05 | global batch size:   256 | lm loss: 3.214452E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.978 | TFLOPs: 32.25 |
7:  iteration    28070/   37905 | consumed samples:      7185920 | consumed tokens:  14716764160 | elapsed time per iteration (s): 0.37 | learning rate: 4.882E-05 | global batch size:   256 | lm loss: 3.210126E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.408 | TFLOPs: 32.23 |
7:  iteration    28080/   37905 | consumed samples:      7188480 | consumed tokens:  14722007040 | elapsed time per iteration (s): 0.37 | learning rate: 4.877E-05 | global batch size:   256 | lm loss: 3.199260E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.697 | TFLOPs: 32.24 |
7:  iteration    28090/   37905 | consumed samples:      7191040 | consumed tokens:  14727249920 | elapsed time per iteration (s): 0.37 | learning rate: 4.871E-05 | global batch size:   256 | lm loss: 3.207950E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.289 | TFLOPs: 32.22 |
7:  iteration    28100/   37905 | consumed samples:      7193600 | consumed tokens:  14732492800 | elapsed time per iteration (s): 0.37 | learning rate: 4.866E-05 | global batch size:   256 | lm loss: 3.212378E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.650 | TFLOPs: 32.24 |
7:  iteration    28110/   37905 | consumed samples:      7196160 | consumed tokens:  14737735680 | elapsed time per iteration (s): 0.37 | learning rate: 4.860E-05 | global batch size:   256 | lm loss: 3.207063E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.351 | TFLOPs: 32.22 |
7:  iteration    28120/   37905 | consumed samples:      7198720 | consumed tokens:  14742978560 | elapsed time per iteration (s): 0.37 | learning rate: 4.855E-05 | global batch size:   256 | lm loss: 3.215962E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.831 | TFLOPs: 32.25 |
7:  iteration    28130/   37905 | consumed samples:      7201280 | consumed tokens:  14748221440 | elapsed time per iteration (s): 0.37 | learning rate: 4.849E-05 | global batch size:   256 | lm loss: 3.207738E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.613 | TFLOPs: 32.24 |
7:  iteration    28140/   37905 | consumed samples:      7203840 | consumed tokens:  14753464320 | elapsed time per iteration (s): 0.37 | learning rate: 4.844E-05 | global batch size:   256 | lm loss: 3.205142E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.568 | TFLOPs: 32.23 |
7:  iteration    28150/   37905 | consumed samples:      7206400 | consumed tokens:  14758707200 | elapsed time per iteration (s): 0.37 | learning rate: 4.838E-05 | global batch size:   256 | lm loss: 3.210426E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.342 | TFLOPs: 32.22 |
7:  iteration    28160/   37905 | consumed samples:      7208960 | consumed tokens:  14763950080 | elapsed time per iteration (s): 0.37 | learning rate: 4.833E-05 | global batch size:   256 | lm loss: 3.224747E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.865 | TFLOPs: 32.25 |
7:  iteration    28170/   37905 | consumed samples:      7211520 | consumed tokens:  14769192960 | elapsed time per iteration (s): 0.37 | learning rate: 4.827E-05 | global batch size:   256 | lm loss: 3.217463E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.711 | TFLOPs: 32.24 |
7:  iteration    28180/   37905 | consumed samples:      7214080 | consumed tokens:  14774435840 | elapsed time per iteration (s): 0.37 | learning rate: 4.822E-05 | global batch size:   256 | lm loss: 3.207408E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.430 | TFLOPs: 32.23 |
7:  iteration    28190/   37905 | consumed samples:      7216640 | consumed tokens:  14779678720 | elapsed time per iteration (s): 0.37 | learning rate: 4.816E-05 | global batch size:   256 | lm loss: 3.200013E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.670 | TFLOPs: 32.24 |
7:  iteration    28200/   37905 | consumed samples:      7219200 | consumed tokens:  14784921600 | elapsed time per iteration (s): 0.37 | learning rate: 4.811E-05 | global batch size:   256 | lm loss: 3.203627E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.698 | TFLOPs: 32.24 |
7:  iteration    28210/   37905 | consumed samples:      7221760 | consumed tokens:  14790164480 | elapsed time per iteration (s): 0.37 | learning rate: 4.805E-05 | global batch size:   256 | lm loss: 3.203652E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.483 | TFLOPs: 32.23 |
7:  iteration    28220/   37905 | consumed samples:      7224320 | consumed tokens:  14795407360 | elapsed time per iteration (s): 0.37 | learning rate: 4.800E-05 | global batch size:   256 | lm loss: 3.211003E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.100 | TFLOPs: 32.21 |
7:  iteration    28230/   37905 | consumed samples:      7226880 | consumed tokens:  14800650240 | elapsed time per iteration (s): 0.37 | learning rate: 4.794E-05 | global batch size:   256 | lm loss: 3.220504E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.321 | TFLOPs: 32.22 |
7:  iteration    28240/   37905 | consumed samples:      7229440 | consumed tokens:  14805893120 | elapsed time per iteration (s): 0.37 | learning rate: 4.789E-05 | global batch size:   256 | lm loss: 3.215244E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.099 | TFLOPs: 32.21 |
7:  iteration    28250/   37905 | consumed samples:      7232000 | consumed tokens:  14811136000 | elapsed time per iteration (s): 0.37 | learning rate: 4.783E-05 | global batch size:   256 | lm loss: 3.188771E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.652 | TFLOPs: 32.24 |
7:  iteration    28260/   37905 | consumed samples:      7234560 | consumed tokens:  14816378880 | elapsed time per iteration (s): 0.37 | learning rate: 4.778E-05 | global batch size:   256 | lm loss: 3.214119E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.212 | TFLOPs: 32.22 |
7:  iteration    28270/   37905 | consumed samples:      7237120 | consumed tokens:  14821621760 | elapsed time per iteration (s): 0.37 | learning rate: 4.773E-05 | global batch size:   256 | lm loss: 3.192740E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.270 | TFLOPs: 32.03 |
7:  iteration    28280/   37905 | consumed samples:      7239680 | consumed tokens:  14826864640 | elapsed time per iteration (s): 0.37 | learning rate: 4.767E-05 | global batch size:   256 | lm loss: 3.203953E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.369 | TFLOPs: 32.22 |
7:  iteration    28290/   37905 | consumed samples:      7242240 | consumed tokens:  14832107520 | elapsed time per iteration (s): 0.37 | learning rate: 4.762E-05 | global batch size:   256 | lm loss: 3.201051E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.552 | TFLOPs: 32.23 |
7:  iteration    28300/   37905 | consumed samples:      7244800 | consumed tokens:  14837350400 | elapsed time per iteration (s): 0.37 | learning rate: 4.756E-05 | global batch size:   256 | lm loss: 3.206124E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.301 | TFLOPs: 32.22 |
7:  iteration    28310/   37905 | consumed samples:      7247360 | consumed tokens:  14842593280 | elapsed time per iteration (s): 0.37 | learning rate: 4.751E-05 | global batch size:   256 | lm loss: 3.219086E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.213 | TFLOPs: 32.22 |
7:  iteration    28320/   37905 | consumed samples:      7249920 | consumed tokens:  14847836160 | elapsed time per iteration (s): 0.37 | learning rate: 4.745E-05 | global batch size:   256 | lm loss: 3.195097E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.116 | TFLOPs: 32.21 |
7:  iteration    28330/   37905 | consumed samples:      7252480 | consumed tokens:  14853079040 | elapsed time per iteration (s): 0.37 | learning rate: 4.740E-05 | global batch size:   256 | lm loss: 3.211263E+00 | grad norm: 0.280 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.132 | TFLOPs: 32.03 |
7:  iteration    28340/   37905 | consumed samples:      7255040 | consumed tokens:  14858321920 | elapsed time per iteration (s): 0.37 | learning rate: 4.735E-05 | global batch size:   256 | lm loss: 3.199036E+00 | grad norm: 0.264 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.372 | TFLOPs: 32.22 |
7:  iteration    28350/   37905 | consumed samples:      7257600 | consumed tokens:  14863564800 | elapsed time per iteration (s): 0.37 | learning rate: 4.729E-05 | global batch size:   256 | lm loss: 3.204554E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.480 | TFLOPs: 32.23 |
7:  iteration    28360/   37905 | consumed samples:      7260160 | consumed tokens:  14868807680 | elapsed time per iteration (s): 0.37 | learning rate: 4.724E-05 | global batch size:   256 | lm loss: 3.207016E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.078 | TFLOPs: 32.21 |
7:  iteration    28370/   37905 | consumed samples:      7262720 | consumed tokens:  14874050560 | elapsed time per iteration (s): 0.37 | learning rate: 4.718E-05 | global batch size:   256 | lm loss: 3.201011E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.207 | TFLOPs: 32.22 |
7:  iteration    28380/   37905 | consumed samples:      7265280 | consumed tokens:  14879293440 | elapsed time per iteration (s): 0.37 | learning rate: 4.713E-05 | global batch size:   256 | lm loss: 3.212818E+00 | grad norm: 0.263 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.342 | TFLOPs: 32.22 |
7:  iteration    28390/   37905 | consumed samples:      7267840 | consumed tokens:  14884536320 | elapsed time per iteration (s): 0.37 | learning rate: 4.708E-05 | global batch size:   256 | lm loss: 3.215106E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.351 | TFLOPs: 32.22 |
7:  iteration    28400/   37905 | consumed samples:      7270400 | consumed tokens:  14889779200 | elapsed time per iteration (s): 0.37 | learning rate: 4.702E-05 | global batch size:   256 | lm loss: 3.206835E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.109 | TFLOPs: 32.21 |
7:  iteration    28410/   37905 | consumed samples:      7272960 | consumed tokens:  14895022080 | elapsed time per iteration (s): 0.37 | learning rate: 4.697E-05 | global batch size:   256 | lm loss: 3.208611E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.298 | TFLOPs: 32.22 |
7:  iteration    28420/   37905 | consumed samples:      7275520 | consumed tokens:  14900264960 | elapsed time per iteration (s): 0.37 | learning rate: 4.691E-05 | global batch size:   256 | lm loss: 3.197179E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.985 | TFLOPs: 32.21 |
7:  iteration    28430/   37905 | consumed samples:      7278080 | consumed tokens:  14905507840 | elapsed time per iteration (s): 0.37 | learning rate: 4.686E-05 | global batch size:   256 | lm loss: 3.194261E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.480 | TFLOPs: 32.23 |
7:  iteration    28440/   37905 | consumed samples:      7280640 | consumed tokens:  14910750720 | elapsed time per iteration (s): 0.37 | learning rate: 4.681E-05 | global batch size:   256 | lm loss: 3.203120E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.477 | TFLOPs: 32.23 |
7:  iteration    28450/   37905 | consumed samples:      7283200 | consumed tokens:  14915993600 | elapsed time per iteration (s): 0.37 | learning rate: 4.675E-05 | global batch size:   256 | lm loss: 3.190626E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.368 | TFLOPs: 32.22 |
7:  iteration    28460/   37905 | consumed samples:      7285760 | consumed tokens:  14921236480 | elapsed time per iteration (s): 0.37 | learning rate: 4.670E-05 | global batch size:   256 | lm loss: 3.188563E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.620 | TFLOPs: 32.24 |
7:  iteration    28470/   37905 | consumed samples:      7288320 | consumed tokens:  14926479360 | elapsed time per iteration (s): 0.37 | learning rate: 4.665E-05 | global batch size:   256 | lm loss: 3.207620E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.303 | TFLOPs: 32.22 |
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7:  iteration    28490/   37905 | consumed samples:      7293440 | consumed tokens:  14936965120 | elapsed time per iteration (s): 0.37 | learning rate: 4.654E-05 | global batch size:   256 | lm loss: 3.197662E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.606 | TFLOPs: 32.23 |
7:  iteration    28500/   37905 | consumed samples:      7296000 | consumed tokens:  14942208000 | elapsed time per iteration (s): 0.37 | learning rate: 4.649E-05 | global batch size:   256 | lm loss: 3.187948E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.559 | TFLOPs: 32.23 |
7:  iteration    28510/   37905 | consumed samples:      7298560 | consumed tokens:  14947450880 | elapsed time per iteration (s): 0.37 | learning rate: 4.643E-05 | global batch size:   256 | lm loss: 3.220461E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.518 | TFLOPs: 32.23 |
7:  iteration    28520/   37905 | consumed samples:      7301120 | consumed tokens:  14952693760 | elapsed time per iteration (s): 0.37 | learning rate: 4.638E-05 | global batch size:   256 | lm loss: 3.208995E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.230 | TFLOPs: 32.22 |
7:  iteration    28530/   37905 | consumed samples:      7303680 | consumed tokens:  14957936640 | elapsed time per iteration (s): 0.37 | learning rate: 4.633E-05 | global batch size:   256 | lm loss: 3.203458E+00 | grad norm: 0.255 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.276 | TFLOPs: 32.22 |
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7:  iteration    28550/   37905 | consumed samples:      7308800 | consumed tokens:  14968422400 | elapsed time per iteration (s): 0.37 | learning rate: 4.622E-05 | global batch size:   256 | lm loss: 3.203222E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.343 | TFLOPs: 32.22 |
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7:  iteration    28570/   37905 | consumed samples:      7313920 | consumed tokens:  14978908160 | elapsed time per iteration (s): 0.37 | learning rate: 4.611E-05 | global batch size:   256 | lm loss: 3.191940E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.853 | TFLOPs: 32.25 |
7:  iteration    28580/   37905 | consumed samples:      7316480 | consumed tokens:  14984151040 | elapsed time per iteration (s): 0.37 | learning rate: 4.606E-05 | global batch size:   256 | lm loss: 3.207392E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.529 | TFLOPs: 32.23 |
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7:  iteration    28610/   37905 | consumed samples:      7324160 | consumed tokens:  14999879680 | elapsed time per iteration (s): 0.37 | learning rate: 4.590E-05 | global batch size:   256 | lm loss: 3.204756E+00 | grad norm: 0.254 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.098 | TFLOPs: 32.26 |
7:  iteration    28620/   37905 | consumed samples:      7326720 | consumed tokens:  15005122560 | elapsed time per iteration (s): 0.37 | learning rate: 4.585E-05 | global batch size:   256 | lm loss: 3.217672E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.609 | TFLOPs: 32.28 |
7:  iteration    28630/   37905 | consumed samples:      7329280 | consumed tokens:  15010365440 | elapsed time per iteration (s): 0.37 | learning rate: 4.580E-05 | global batch size:   256 | lm loss: 3.205626E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.945 | TFLOPs: 32.30 |
7:  iteration    28640/   37905 | consumed samples:      7331840 | consumed tokens:  15015608320 | elapsed time per iteration (s): 0.37 | learning rate: 4.574E-05 | global batch size:   256 | lm loss: 3.194263E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.552 | TFLOPs: 32.28 |
7:  iteration    28650/   37905 | consumed samples:      7334400 | consumed tokens:  15020851200 | elapsed time per iteration (s): 0.37 | learning rate: 4.569E-05 | global batch size:   256 | lm loss: 3.214869E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.122 | TFLOPs: 32.26 |
7:  iteration    28660/   37905 | consumed samples:      7336960 | consumed tokens:  15026094080 | elapsed time per iteration (s): 0.37 | learning rate: 4.564E-05 | global batch size:   256 | lm loss: 3.186601E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.508 | TFLOPs: 32.28 |
7:  iteration    28670/   37905 | consumed samples:      7339520 | consumed tokens:  15031336960 | elapsed time per iteration (s): 0.37 | learning rate: 4.559E-05 | global batch size:   256 | lm loss: 3.201889E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.234 | TFLOPs: 32.26 |
7:  iteration    28680/   37905 | consumed samples:      7342080 | consumed tokens:  15036579840 | elapsed time per iteration (s): 0.37 | learning rate: 4.553E-05 | global batch size:   256 | lm loss: 3.190842E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.285 | TFLOPs: 32.27 |
7:  iteration    28690/   37905 | consumed samples:      7344640 | consumed tokens:  15041822720 | elapsed time per iteration (s): 0.37 | learning rate: 4.548E-05 | global batch size:   256 | lm loss: 3.203090E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.240 | TFLOPs: 32.26 |
7:  iteration    28700/   37905 | consumed samples:      7347200 | consumed tokens:  15047065600 | elapsed time per iteration (s): 0.37 | learning rate: 4.543E-05 | global batch size:   256 | lm loss: 3.190086E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.111 | TFLOPs: 32.26 |
7:  iteration    28710/   37905 | consumed samples:      7349760 | consumed tokens:  15052308480 | elapsed time per iteration (s): 0.37 | learning rate: 4.537E-05 | global batch size:   256 | lm loss: 3.207053E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.142 | TFLOPs: 32.26 |
7:  iteration    28720/   37905 | consumed samples:      7352320 | consumed tokens:  15057551360 | elapsed time per iteration (s): 0.37 | learning rate: 4.532E-05 | global batch size:   256 | lm loss: 3.185252E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.981 | TFLOPs: 32.25 |
7:  iteration    28730/   37905 | consumed samples:      7354880 | consumed tokens:  15062794240 | elapsed time per iteration (s): 0.37 | learning rate: 4.527E-05 | global batch size:   256 | lm loss: 3.211021E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.253 | TFLOPs: 32.27 |
7:  iteration    28740/   37905 | consumed samples:      7357440 | consumed tokens:  15068037120 | elapsed time per iteration (s): 0.37 | learning rate: 4.522E-05 | global batch size:   256 | lm loss: 3.196857E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.951 | TFLOPs: 32.25 |
7:  iteration    28750/   37905 | consumed samples:      7360000 | consumed tokens:  15073280000 | elapsed time per iteration (s): 0.37 | learning rate: 4.517E-05 | global batch size:   256 | lm loss: 3.203027E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.963 | TFLOPs: 32.25 |
7:  iteration    28760/   37905 | consumed samples:      7362560 | consumed tokens:  15078522880 | elapsed time per iteration (s): 0.37 | learning rate: 4.511E-05 | global batch size:   256 | lm loss: 3.204216E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.911 | TFLOPs: 32.25 |
7:  iteration    28770/   37905 | consumed samples:      7365120 | consumed tokens:  15083765760 | elapsed time per iteration (s): 0.37 | learning rate: 4.506E-05 | global batch size:   256 | lm loss: 3.208403E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.329 | TFLOPs: 32.27 |
7:  iteration    28780/   37905 | consumed samples:      7367680 | consumed tokens:  15089008640 | elapsed time per iteration (s): 0.38 | learning rate: 4.501E-05 | global batch size:   256 | lm loss: 3.208782E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.952 | TFLOPs: 31.83 |
7:  iteration    28790/   37905 | consumed samples:      7370240 | consumed tokens:  15094251520 | elapsed time per iteration (s): 0.37 | learning rate: 4.496E-05 | global batch size:   256 | lm loss: 3.209084E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.860 | TFLOPs: 32.25 |
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7:  iteration    28810/   37905 | consumed samples:      7375360 | consumed tokens:  15104737280 | elapsed time per iteration (s): 0.37 | learning rate: 4.485E-05 | global batch size:   256 | lm loss: 3.199208E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.781 | TFLOPs: 32.24 |
7:  iteration    28820/   37905 | consumed samples:      7377920 | consumed tokens:  15109980160 | elapsed time per iteration (s): 0.37 | learning rate: 4.480E-05 | global batch size:   256 | lm loss: 3.213073E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.044 | TFLOPs: 32.26 |
7:  iteration    28830/   37905 | consumed samples:      7380480 | consumed tokens:  15115223040 | elapsed time per iteration (s): 0.37 | learning rate: 4.475E-05 | global batch size:   256 | lm loss: 3.206995E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.389 | TFLOPs: 32.27 |
7:  iteration    28840/   37905 | consumed samples:      7383040 | consumed tokens:  15120465920 | elapsed time per iteration (s): 0.37 | learning rate: 4.470E-05 | global batch size:   256 | lm loss: 3.207686E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.579 | TFLOPs: 32.28 |
7:  iteration    28850/   37905 | consumed samples:      7385600 | consumed tokens:  15125708800 | elapsed time per iteration (s): 0.37 | learning rate: 4.465E-05 | global batch size:   256 | lm loss: 3.200430E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.286 | TFLOPs: 32.27 |
7:  iteration    28860/   37905 | consumed samples:      7388160 | consumed tokens:  15130951680 | elapsed time per iteration (s): 0.37 | learning rate: 4.459E-05 | global batch size:   256 | lm loss: 3.198581E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.927 | TFLOPs: 32.11 |
7:  iteration    28870/   37905 | consumed samples:      7390720 | consumed tokens:  15136194560 | elapsed time per iteration (s): 0.37 | learning rate: 4.454E-05 | global batch size:   256 | lm loss: 3.195517E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.506 | TFLOPs: 32.28 |
7:  iteration    28880/   37905 | consumed samples:      7393280 | consumed tokens:  15141437440 | elapsed time per iteration (s): 0.37 | learning rate: 4.449E-05 | global batch size:   256 | lm loss: 3.203112E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.286 | TFLOPs: 32.27 |
7:  iteration    28890/   37905 | consumed samples:      7395840 | consumed tokens:  15146680320 | elapsed time per iteration (s): 0.37 | learning rate: 4.444E-05 | global batch size:   256 | lm loss: 3.203532E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.547 | TFLOPs: 32.28 |
7:  iteration    28900/   37905 | consumed samples:      7398400 | consumed tokens:  15151923200 | elapsed time per iteration (s): 0.37 | learning rate: 4.439E-05 | global batch size:   256 | lm loss: 3.200536E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.787 | TFLOPs: 32.29 |
7:  iteration    28910/   37905 | consumed samples:      7400960 | consumed tokens:  15157166080 | elapsed time per iteration (s): 0.37 | learning rate: 4.434E-05 | global batch size:   256 | lm loss: 3.209795E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.601 | TFLOPs: 32.28 |
7:  iteration    28920/   37905 | consumed samples:      7403520 | consumed tokens:  15162408960 | elapsed time per iteration (s): 0.37 | learning rate: 4.428E-05 | global batch size:   256 | lm loss: 3.199708E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.015 | TFLOPs: 32.30 |
7:  iteration    28930/   37905 | consumed samples:      7406080 | consumed tokens:  15167651840 | elapsed time per iteration (s): 0.37 | learning rate: 4.423E-05 | global batch size:   256 | lm loss: 3.191260E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.175 | TFLOPs: 32.26 |
7:  iteration    28940/   37905 | consumed samples:      7408640 | consumed tokens:  15172894720 | elapsed time per iteration (s): 0.37 | learning rate: 4.418E-05 | global batch size:   256 | lm loss: 3.198119E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.077 | TFLOPs: 32.26 |
7:  iteration    28950/   37905 | consumed samples:      7411200 | consumed tokens:  15178137600 | elapsed time per iteration (s): 0.37 | learning rate: 4.413E-05 | global batch size:   256 | lm loss: 3.187349E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.095 | TFLOPs: 32.26 |
7:  iteration    28960/   37905 | consumed samples:      7413760 | consumed tokens:  15183380480 | elapsed time per iteration (s): 0.37 | learning rate: 4.408E-05 | global batch size:   256 | lm loss: 3.206247E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.426 | TFLOPs: 32.27 |
7:  iteration    28970/   37905 | consumed samples:      7416320 | consumed tokens:  15188623360 | elapsed time per iteration (s): 0.37 | learning rate: 4.403E-05 | global batch size:   256 | lm loss: 3.197595E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.155 | TFLOPs: 32.26 |
7:  iteration    28980/   37905 | consumed samples:      7418880 | consumed tokens:  15193866240 | elapsed time per iteration (s): 0.37 | learning rate: 4.398E-05 | global batch size:   256 | lm loss: 3.193336E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.956 | TFLOPs: 32.25 |
7:  iteration    28990/   37905 | consumed samples:      7421440 | consumed tokens:  15199109120 | elapsed time per iteration (s): 0.37 | learning rate: 4.392E-05 | global batch size:   256 | lm loss: 3.195963E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.788 | TFLOPs: 32.24 |
7:  iteration    29000/   37905 | consumed samples:      7424000 | consumed tokens:  15204352000 | elapsed time per iteration (s): 0.37 | learning rate: 4.387E-05 | global batch size:   256 | lm loss: 3.196818E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.070 | TFLOPs: 32.21 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 29000 | lm loss value: 3.697357E+00 | lm loss PPL: 4.034055E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   29000 to checkpoints_146m20b100m
0: [2023-03-14 14:49:35,297] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step29000 is begin to save!
0: [2023-03-14 14:49:35,309] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step29000/layer_01-model_00-model_states.pt...
0: [2023-03-14 14:49:35,409] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 14:49:35,426] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step29000/layer_04-model_00-model_states.pt...
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0: [2023-03-14 14:49:35,489] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step29000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 14:49:35,505] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step29000/layer_09-model_00-model_states.pt...
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0: [2023-03-14 14:49:35,520] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step29000/layer_10-model_00-model_states.pt...
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3: [2023-03-14 14:49:35,699] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
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4: [2023-03-14 14:49:35,700] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
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7: [2023-03-14 14:49:35,701] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:49:35,701] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-14 14:49:35,701] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
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7: [2023-03-14 14:49:35,702] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
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0: [2023-03-14 14:49:35,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
6: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
6: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
0: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
6: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
6: [2023-03-14 14:49:35,708] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
6: [2023-03-14 14:49:35,708] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:49:35,709] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 14:49:35,709] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
1: [2023-03-14 14:49:35,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:49:35,709] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:49:35,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
7: [2023-03-14 14:49:35,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 14:49:35,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 14:49:35,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 14:49:35,710] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
7: [2023-03-14 14:49:35,710] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
1: [2023-03-14 14:49:35,709] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 14:49:35,709] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:49:35,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 14:49:35,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:49:35,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
5: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
2: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:49:35,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt
2: [2023-03-14 14:49:35,711] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
2: [2023-03-14 14:49:35,711] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
4: [2023-03-14 14:49:35,713] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:49:35,713] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 14:49:35,713] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
4: [2023-03-14 14:49:35,713] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 14:49:35,714] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 14:49:35,714] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
1: [2023-03-14 14:49:35,716] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:49:35,716] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:49:35,716] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 14:49:35,716] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 14:49:35,716] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
1: [2023-03-14 14:49:35,716] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
3: [2023-03-14 14:49:35,717] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:49:35,717] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 14:49:35,717] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
6: [2023-03-14 14:49:35,719] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:49:35,719] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 14:49:35,719] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
0: [2023-03-14 14:49:35,726] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step29000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:49:35,726] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step29000 is ready now!
0:   successfully saved checkpoint at iteration   29000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 442.03
7:  iteration    29010/   37905 | consumed samples:      7426560 | consumed tokens:  15209594880 | elapsed time per iteration (s): 0.43 | learning rate: 4.382E-05 | global batch size:   256 | lm loss: 3.197484E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 599.721 | TFLOPs: 27.99 |
7:  iteration    29020/   37905 | consumed samples:      7429120 | consumed tokens:  15214837760 | elapsed time per iteration (s): 0.38 | learning rate: 4.377E-05 | global batch size:   256 | lm loss: 3.213115E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.029 | TFLOPs: 31.74 |
7:  iteration    29030/   37905 | consumed samples:      7431680 | consumed tokens:  15220080640 | elapsed time per iteration (s): 0.37 | learning rate: 4.372E-05 | global batch size:   256 | lm loss: 3.187763E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.277 | TFLOPs: 32.08 |
7:  iteration    29040/   37905 | consumed samples:      7434240 | consumed tokens:  15225323520 | elapsed time per iteration (s): 0.37 | learning rate: 4.367E-05 | global batch size:   256 | lm loss: 3.185096E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.480 | TFLOPs: 32.23 |
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7:  iteration    29060/   37905 | consumed samples:      7439360 | consumed tokens:  15235809280 | elapsed time per iteration (s): 0.37 | learning rate: 4.357E-05 | global batch size:   256 | lm loss: 3.199087E+00 | grad norm: 0.252 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.497 | TFLOPs: 32.23 |
7:  iteration    29070/   37905 | consumed samples:      7441920 | consumed tokens:  15241052160 | elapsed time per iteration (s): 0.37 | learning rate: 4.352E-05 | global batch size:   256 | lm loss: 3.194380E+00 | grad norm: 0.253 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.170 | TFLOPs: 32.21 |
7:  iteration    29080/   37905 | consumed samples:      7444480 | consumed tokens:  15246295040 | elapsed time per iteration (s): 0.37 | learning rate: 4.347E-05 | global batch size:   256 | lm loss: 3.199903E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.523 | TFLOPs: 32.23 |
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7:  iteration    29100/   37905 | consumed samples:      7449600 | consumed tokens:  15256780800 | elapsed time per iteration (s): 0.37 | learning rate: 4.336E-05 | global batch size:   256 | lm loss: 3.208202E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.386 | TFLOPs: 32.22 |
7:  iteration    29110/   37905 | consumed samples:      7452160 | consumed tokens:  15262023680 | elapsed time per iteration (s): 0.37 | learning rate: 4.331E-05 | global batch size:   256 | lm loss: 3.187234E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.450 | TFLOPs: 32.23 |
7:  iteration    29120/   37905 | consumed samples:      7454720 | consumed tokens:  15267266560 | elapsed time per iteration (s): 0.37 | learning rate: 4.326E-05 | global batch size:   256 | lm loss: 3.211323E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.504 | TFLOPs: 32.23 |
7:  iteration    29130/   37905 | consumed samples:      7457280 | consumed tokens:  15272509440 | elapsed time per iteration (s): 0.37 | learning rate: 4.321E-05 | global batch size:   256 | lm loss: 3.200126E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.605 | TFLOPs: 32.23 |
7:  iteration    29140/   37905 | consumed samples:      7459840 | consumed tokens:  15277752320 | elapsed time per iteration (s): 0.37 | learning rate: 4.316E-05 | global batch size:   256 | lm loss: 3.198597E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.415 | TFLOPs: 32.23 |
7:  iteration    29150/   37905 | consumed samples:      7462400 | consumed tokens:  15282995200 | elapsed time per iteration (s): 0.37 | learning rate: 4.311E-05 | global batch size:   256 | lm loss: 3.201907E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.993 | TFLOPs: 32.25 |
7:  iteration    29160/   37905 | consumed samples:      7464960 | consumed tokens:  15288238080 | elapsed time per iteration (s): 0.37 | learning rate: 4.306E-05 | global batch size:   256 | lm loss: 3.206712E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.898 | TFLOPs: 32.25 |
7:  iteration    29170/   37905 | consumed samples:      7467520 | consumed tokens:  15293480960 | elapsed time per iteration (s): 0.37 | learning rate: 4.301E-05 | global batch size:   256 | lm loss: 3.205932E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.998 | TFLOPs: 32.25 |
7:  iteration    29180/   37905 | consumed samples:      7470080 | consumed tokens:  15298723840 | elapsed time per iteration (s): 0.37 | learning rate: 4.296E-05 | global batch size:   256 | lm loss: 3.187356E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.648 | TFLOPs: 32.24 |
7:  iteration    29190/   37905 | consumed samples:      7472640 | consumed tokens:  15303966720 | elapsed time per iteration (s): 0.37 | learning rate: 4.291E-05 | global batch size:   256 | lm loss: 3.199995E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.864 | TFLOPs: 32.25 |
7:  iteration    29200/   37905 | consumed samples:      7475200 | consumed tokens:  15309209600 | elapsed time per iteration (s): 0.37 | learning rate: 4.286E-05 | global batch size:   256 | lm loss: 3.202807E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.892 | TFLOPs: 32.25 |
7:  iteration    29210/   37905 | consumed samples:      7477760 | consumed tokens:  15314452480 | elapsed time per iteration (s): 0.37 | learning rate: 4.281E-05 | global batch size:   256 | lm loss: 3.193616E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.808 | TFLOPs: 32.24 |
7:  iteration    29220/   37905 | consumed samples:      7480320 | consumed tokens:  15319695360 | elapsed time per iteration (s): 0.37 | learning rate: 4.276E-05 | global batch size:   256 | lm loss: 3.218179E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.926 | TFLOPs: 32.25 |
7:  iteration    29230/   37905 | consumed samples:      7482880 | consumed tokens:  15324938240 | elapsed time per iteration (s): 0.37 | learning rate: 4.271E-05 | global batch size:   256 | lm loss: 3.204356E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.110 | TFLOPs: 32.26 |
7:  iteration    29240/   37905 | consumed samples:      7485440 | consumed tokens:  15330181120 | elapsed time per iteration (s): 0.37 | learning rate: 4.266E-05 | global batch size:   256 | lm loss: 3.201911E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.751 | TFLOPs: 32.24 |
7:  iteration    29250/   37905 | consumed samples:      7488000 | consumed tokens:  15335424000 | elapsed time per iteration (s): 0.37 | learning rate: 4.261E-05 | global batch size:   256 | lm loss: 3.186661E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.686 | TFLOPs: 32.24 |
7:  iteration    29260/   37905 | consumed samples:      7490560 | consumed tokens:  15340666880 | elapsed time per iteration (s): 0.37 | learning rate: 4.256E-05 | global batch size:   256 | lm loss: 3.192909E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.945 | TFLOPs: 32.25 |
7:  iteration    29270/   37905 | consumed samples:      7493120 | consumed tokens:  15345909760 | elapsed time per iteration (s): 0.37 | learning rate: 4.251E-05 | global batch size:   256 | lm loss: 3.187327E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.349 | TFLOPs: 32.27 |
7:  iteration    29280/   37905 | consumed samples:      7495680 | consumed tokens:  15351152640 | elapsed time per iteration (s): 0.37 | learning rate: 4.246E-05 | global batch size:   256 | lm loss: 3.195112E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.198 | TFLOPs: 32.26 |
7:  iteration    29290/   37905 | consumed samples:      7498240 | consumed tokens:  15356395520 | elapsed time per iteration (s): 0.37 | learning rate: 4.241E-05 | global batch size:   256 | lm loss: 3.210271E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.147 | TFLOPs: 32.26 |
7:  iteration    29300/   37905 | consumed samples:      7500800 | consumed tokens:  15361638400 | elapsed time per iteration (s): 0.37 | learning rate: 4.236E-05 | global batch size:   256 | lm loss: 3.207222E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.899 | TFLOPs: 32.25 |
7:  iteration    29310/   37905 | consumed samples:      7503360 | consumed tokens:  15366881280 | elapsed time per iteration (s): 0.37 | learning rate: 4.231E-05 | global batch size:   256 | lm loss: 3.217612E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.065 | TFLOPs: 32.26 |
7:  iteration    29320/   37905 | consumed samples:      7505920 | consumed tokens:  15372124160 | elapsed time per iteration (s): 0.37 | learning rate: 4.226E-05 | global batch size:   256 | lm loss: 3.197178E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.056 | TFLOPs: 32.26 |
7:  iteration    29330/   37905 | consumed samples:      7508480 | consumed tokens:  15377367040 | elapsed time per iteration (s): 0.37 | learning rate: 4.221E-05 | global batch size:   256 | lm loss: 3.192422E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.191 | TFLOPs: 32.26 |
7:  iteration    29340/   37905 | consumed samples:      7511040 | consumed tokens:  15382609920 | elapsed time per iteration (s): 0.37 | learning rate: 4.216E-05 | global batch size:   256 | lm loss: 3.209490E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.004 | TFLOPs: 32.25 |
7:  iteration    29350/   37905 | consumed samples:      7513600 | consumed tokens:  15387852800 | elapsed time per iteration (s): 0.37 | learning rate: 4.211E-05 | global batch size:   256 | lm loss: 3.202982E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.917 | TFLOPs: 32.25 |
7:  iteration    29360/   37905 | consumed samples:      7516160 | consumed tokens:  15393095680 | elapsed time per iteration (s): 0.37 | learning rate: 4.206E-05 | global batch size:   256 | lm loss: 3.204933E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.081 | TFLOPs: 32.26 |
7:  iteration    29370/   37905 | consumed samples:      7518720 | consumed tokens:  15398338560 | elapsed time per iteration (s): 0.37 | learning rate: 4.201E-05 | global batch size:   256 | lm loss: 3.192039E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.343 | TFLOPs: 32.27 |
7:  iteration    29380/   37905 | consumed samples:      7521280 | consumed tokens:  15403581440 | elapsed time per iteration (s): 0.37 | learning rate: 4.196E-05 | global batch size:   256 | lm loss: 3.197341E+00 | grad norm: 0.260 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.554 | TFLOPs: 32.28 |
7:  iteration    29390/   37905 | consumed samples:      7523840 | consumed tokens:  15408824320 | elapsed time per iteration (s): 0.37 | learning rate: 4.192E-05 | global batch size:   256 | lm loss: 3.180847E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.232 | TFLOPs: 32.26 |
7:  iteration    29400/   37905 | consumed samples:      7526400 | consumed tokens:  15414067200 | elapsed time per iteration (s): 0.37 | learning rate: 4.187E-05 | global batch size:   256 | lm loss: 3.201876E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.221 | TFLOPs: 32.26 |
7:  iteration    29410/   37905 | consumed samples:      7528960 | consumed tokens:  15419310080 | elapsed time per iteration (s): 0.37 | learning rate: 4.182E-05 | global batch size:   256 | lm loss: 3.191605E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.852 | TFLOPs: 32.25 |
7:  iteration    29420/   37905 | consumed samples:      7531520 | consumed tokens:  15424552960 | elapsed time per iteration (s): 0.37 | learning rate: 4.177E-05 | global batch size:   256 | lm loss: 3.197403E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.625 | TFLOPs: 32.24 |
7:  iteration    29430/   37905 | consumed samples:      7534080 | consumed tokens:  15429795840 | elapsed time per iteration (s): 0.37 | learning rate: 4.172E-05 | global batch size:   256 | lm loss: 3.189044E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.983 | TFLOPs: 32.25 |
7:  iteration    29440/   37905 | consumed samples:      7536640 | consumed tokens:  15435038720 | elapsed time per iteration (s): 0.37 | learning rate: 4.167E-05 | global batch size:   256 | lm loss: 3.206732E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.909 | TFLOPs: 32.25 |
7:  iteration    29450/   37905 | consumed samples:      7539200 | consumed tokens:  15440281600 | elapsed time per iteration (s): 0.37 | learning rate: 4.162E-05 | global batch size:   256 | lm loss: 3.200829E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.041 | TFLOPs: 32.26 |
7:  iteration    29460/   37905 | consumed samples:      7541760 | consumed tokens:  15445524480 | elapsed time per iteration (s): 0.37 | learning rate: 4.157E-05 | global batch size:   256 | lm loss: 3.188424E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.151 | TFLOPs: 32.26 |
7:  iteration    29470/   37905 | consumed samples:      7544320 | consumed tokens:  15450767360 | elapsed time per iteration (s): 0.37 | learning rate: 4.152E-05 | global batch size:   256 | lm loss: 3.192332E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.104 | TFLOPs: 32.26 |
7:  iteration    29480/   37905 | consumed samples:      7546880 | consumed tokens:  15456010240 | elapsed time per iteration (s): 0.37 | learning rate: 4.147E-05 | global batch size:   256 | lm loss: 3.200516E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.224 | TFLOPs: 32.26 |
7:  iteration    29490/   37905 | consumed samples:      7549440 | consumed tokens:  15461253120 | elapsed time per iteration (s): 0.37 | learning rate: 4.143E-05 | global batch size:   256 | lm loss: 3.200719E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.867 | TFLOPs: 32.20 |
7:  iteration    29500/   37905 | consumed samples:      7552000 | consumed tokens:  15466496000 | elapsed time per iteration (s): 0.37 | learning rate: 4.138E-05 | global batch size:   256 | lm loss: 3.211812E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.559 | TFLOPs: 32.19 |
7:  iteration    29510/   37905 | consumed samples:      7554560 | consumed tokens:  15471738880 | elapsed time per iteration (s): 0.37 | learning rate: 4.133E-05 | global batch size:   256 | lm loss: 3.196802E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.440 | TFLOPs: 32.18 |
7:  iteration    29520/   37905 | consumed samples:      7557120 | consumed tokens:  15476981760 | elapsed time per iteration (s): 0.37 | learning rate: 4.128E-05 | global batch size:   256 | lm loss: 3.188947E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.851 | TFLOPs: 32.20 |
7:  iteration    29530/   37905 | consumed samples:      7559680 | consumed tokens:  15482224640 | elapsed time per iteration (s): 0.37 | learning rate: 4.123E-05 | global batch size:   256 | lm loss: 3.216216E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.796 | TFLOPs: 32.15 |
7:  iteration    29540/   37905 | consumed samples:      7562240 | consumed tokens:  15487467520 | elapsed time per iteration (s): 0.37 | learning rate: 4.118E-05 | global batch size:   256 | lm loss: 3.192290E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.413 | TFLOPs: 32.18 |
7:  iteration    29550/   37905 | consumed samples:      7564800 | consumed tokens:  15492710400 | elapsed time per iteration (s): 0.37 | learning rate: 4.113E-05 | global batch size:   256 | lm loss: 3.197326E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.887 | TFLOPs: 32.15 |
7:  iteration    29560/   37905 | consumed samples:      7567360 | consumed tokens:  15497953280 | elapsed time per iteration (s): 0.37 | learning rate: 4.108E-05 | global batch size:   256 | lm loss: 3.198249E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.631 | TFLOPs: 32.14 |
7:  iteration    29570/   37905 | consumed samples:      7569920 | consumed tokens:  15503196160 | elapsed time per iteration (s): 0.37 | learning rate: 4.104E-05 | global batch size:   256 | lm loss: 3.197118E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.495 | TFLOPs: 32.14 |
7:  iteration    29580/   37905 | consumed samples:      7572480 | consumed tokens:  15508439040 | elapsed time per iteration (s): 0.37 | learning rate: 4.099E-05 | global batch size:   256 | lm loss: 3.188213E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.121 | TFLOPs: 32.12 |
7:  iteration    29590/   37905 | consumed samples:      7575040 | consumed tokens:  15513681920 | elapsed time per iteration (s): 0.37 | learning rate: 4.094E-05 | global batch size:   256 | lm loss: 3.197608E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.170 | TFLOPs: 32.12 |
7:  iteration    29600/   37905 | consumed samples:      7577600 | consumed tokens:  15518924800 | elapsed time per iteration (s): 0.37 | learning rate: 4.089E-05 | global batch size:   256 | lm loss: 3.206421E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.383 | TFLOPs: 32.13 |
7:  iteration    29610/   37905 | consumed samples:      7580160 | consumed tokens:  15524167680 | elapsed time per iteration (s): 0.37 | learning rate: 4.084E-05 | global batch size:   256 | lm loss: 3.197905E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.366 | TFLOPs: 32.13 |
7:  iteration    29620/   37905 | consumed samples:      7582720 | consumed tokens:  15529410560 | elapsed time per iteration (s): 0.37 | learning rate: 4.080E-05 | global batch size:   256 | lm loss: 3.206086E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.424 | TFLOPs: 32.13 |
7:  iteration    29630/   37905 | consumed samples:      7585280 | consumed tokens:  15534653440 | elapsed time per iteration (s): 0.37 | learning rate: 4.075E-05 | global batch size:   256 | lm loss: 3.199673E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.093 | TFLOPs: 32.30 |
7:  iteration    29640/   37905 | consumed samples:      7587840 | consumed tokens:  15539896320 | elapsed time per iteration (s): 0.37 | learning rate: 4.070E-05 | global batch size:   256 | lm loss: 3.192763E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.955 | TFLOPs: 32.30 |
7:  iteration    29650/   37905 | consumed samples:      7590400 | consumed tokens:  15545139200 | elapsed time per iteration (s): 0.37 | learning rate: 4.065E-05 | global batch size:   256 | lm loss: 3.209298E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.093 | TFLOPs: 32.30 |
7:  iteration    29660/   37905 | consumed samples:      7592960 | consumed tokens:  15550382080 | elapsed time per iteration (s): 0.37 | learning rate: 4.060E-05 | global batch size:   256 | lm loss: 3.196137E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.098 | TFLOPs: 32.30 |
7:  iteration    29670/   37905 | consumed samples:      7595520 | consumed tokens:  15555624960 | elapsed time per iteration (s): 0.37 | learning rate: 4.055E-05 | global batch size:   256 | lm loss: 3.195584E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.183 | TFLOPs: 32.31 |
7:  iteration    29680/   37905 | consumed samples:      7598080 | consumed tokens:  15560867840 | elapsed time per iteration (s): 0.37 | learning rate: 4.051E-05 | global batch size:   256 | lm loss: 3.210300E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.046 | TFLOPs: 32.30 |
7:  iteration    29690/   37905 | consumed samples:      7600640 | consumed tokens:  15566110720 | elapsed time per iteration (s): 0.37 | learning rate: 4.046E-05 | global batch size:   256 | lm loss: 3.202766E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.282 | TFLOPs: 32.31 |
7:  iteration    29700/   37905 | consumed samples:      7603200 | consumed tokens:  15571353600 | elapsed time per iteration (s): 0.37 | learning rate: 4.041E-05 | global batch size:   256 | lm loss: 3.192083E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.910 | TFLOPs: 32.30 |
7:  iteration    29710/   37905 | consumed samples:      7605760 | consumed tokens:  15576596480 | elapsed time per iteration (s): 0.37 | learning rate: 4.036E-05 | global batch size:   256 | lm loss: 3.195730E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.615 | TFLOPs: 32.28 |
7:  iteration    29720/   37905 | consumed samples:      7608320 | consumed tokens:  15581839360 | elapsed time per iteration (s): 0.37 | learning rate: 4.032E-05 | global batch size:   256 | lm loss: 3.197653E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.887 | TFLOPs: 32.29 |
7:  iteration    29730/   37905 | consumed samples:      7610880 | consumed tokens:  15587082240 | elapsed time per iteration (s): 0.37 | learning rate: 4.027E-05 | global batch size:   256 | lm loss: 3.187652E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.506 | TFLOPs: 32.28 |
7:  iteration    29740/   37905 | consumed samples:      7613440 | consumed tokens:  15592325120 | elapsed time per iteration (s): 0.37 | learning rate: 4.022E-05 | global batch size:   256 | lm loss: 3.207191E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.852 | TFLOPs: 32.29 |
7:  iteration    29750/   37905 | consumed samples:      7616000 | consumed tokens:  15597568000 | elapsed time per iteration (s): 0.37 | learning rate: 4.017E-05 | global batch size:   256 | lm loss: 3.191162E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.784 | TFLOPs: 32.29 |
7:  iteration    29760/   37905 | consumed samples:      7618560 | consumed tokens:  15602810880 | elapsed time per iteration (s): 0.37 | learning rate: 4.013E-05 | global batch size:   256 | lm loss: 3.196947E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.761 | TFLOPs: 32.29 |
7:  iteration    29770/   37905 | consumed samples:      7621120 | consumed tokens:  15608053760 | elapsed time per iteration (s): 0.37 | learning rate: 4.008E-05 | global batch size:   256 | lm loss: 3.201781E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.319 | TFLOPs: 32.08 |
7:  iteration    29780/   37905 | consumed samples:      7623680 | consumed tokens:  15613296640 | elapsed time per iteration (s): 0.37 | learning rate: 4.003E-05 | global batch size:   256 | lm loss: 3.202722E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.578 | TFLOPs: 32.28 |
7:  iteration    29790/   37905 | consumed samples:      7626240 | consumed tokens:  15618539520 | elapsed time per iteration (s): 0.37 | learning rate: 3.998E-05 | global batch size:   256 | lm loss: 3.201878E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.630 | TFLOPs: 32.24 |
7:  iteration    29800/   37905 | consumed samples:      7628800 | consumed tokens:  15623782400 | elapsed time per iteration (s): 0.37 | learning rate: 3.994E-05 | global batch size:   256 | lm loss: 3.202449E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.697 | TFLOPs: 32.29 |
7:  iteration    29810/   37905 | consumed samples:      7631360 | consumed tokens:  15629025280 | elapsed time per iteration (s): 0.37 | learning rate: 3.989E-05 | global batch size:   256 | lm loss: 3.193776E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.772 | TFLOPs: 32.29 |
7:  iteration    29820/   37905 | consumed samples:      7633920 | consumed tokens:  15634268160 | elapsed time per iteration (s): 0.37 | learning rate: 3.984E-05 | global batch size:   256 | lm loss: 3.179632E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.632 | TFLOPs: 32.28 |
7:  iteration    29830/   37905 | consumed samples:      7636480 | consumed tokens:  15639511040 | elapsed time per iteration (s): 0.37 | learning rate: 3.979E-05 | global batch size:   256 | lm loss: 3.191108E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.587 | TFLOPs: 32.28 |
7:  iteration    29840/   37905 | consumed samples:      7639040 | consumed tokens:  15644753920 | elapsed time per iteration (s): 0.37 | learning rate: 3.975E-05 | global batch size:   256 | lm loss: 3.190796E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.694 | TFLOPs: 32.29 |
7:  iteration    29850/   37905 | consumed samples:      7641600 | consumed tokens:  15649996800 | elapsed time per iteration (s): 0.37 | learning rate: 3.970E-05 | global batch size:   256 | lm loss: 3.195105E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.686 | TFLOPs: 32.29 |
7:  iteration    29860/   37905 | consumed samples:      7644160 | consumed tokens:  15655239680 | elapsed time per iteration (s): 0.37 | learning rate: 3.965E-05 | global batch size:   256 | lm loss: 3.188637E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.438 | TFLOPs: 32.27 |
7:  iteration    29870/   37905 | consumed samples:      7646720 | consumed tokens:  15660482560 | elapsed time per iteration (s): 0.37 | learning rate: 3.961E-05 | global batch size:   256 | lm loss: 3.191507E+00 | grad norm: 0.256 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.939 | TFLOPs: 32.30 |
7:  iteration    29880/   37905 | consumed samples:      7649280 | consumed tokens:  15665725440 | elapsed time per iteration (s): 0.37 | learning rate: 3.956E-05 | global batch size:   256 | lm loss: 3.193501E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.772 | TFLOPs: 32.29 |
7:  iteration    29890/   37905 | consumed samples:      7651840 | consumed tokens:  15670968320 | elapsed time per iteration (s): 0.37 | learning rate: 3.951E-05 | global batch size:   256 | lm loss: 3.202667E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.672 | TFLOPs: 32.28 |
7:  iteration    29900/   37905 | consumed samples:      7654400 | consumed tokens:  15676211200 | elapsed time per iteration (s): 0.37 | learning rate: 3.947E-05 | global batch size:   256 | lm loss: 3.200183E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.141 | TFLOPs: 32.31 |
7:  iteration    29910/   37905 | consumed samples:      7656960 | consumed tokens:  15681454080 | elapsed time per iteration (s): 0.37 | learning rate: 3.942E-05 | global batch size:   256 | lm loss: 3.211197E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.663 | TFLOPs: 32.28 |
7:  iteration    29920/   37905 | consumed samples:      7659520 | consumed tokens:  15686696960 | elapsed time per iteration (s): 0.37 | learning rate: 3.937E-05 | global batch size:   256 | lm loss: 3.184511E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.683 | TFLOPs: 32.29 |
7:  iteration    29930/   37905 | consumed samples:      7662080 | consumed tokens:  15691939840 | elapsed time per iteration (s): 0.37 | learning rate: 3.933E-05 | global batch size:   256 | lm loss: 3.193944E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.854 | TFLOPs: 32.29 |
7:  iteration    29940/   37905 | consumed samples:      7664640 | consumed tokens:  15697182720 | elapsed time per iteration (s): 0.37 | learning rate: 3.928E-05 | global batch size:   256 | lm loss: 3.202728E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.844 | TFLOPs: 32.29 |
7:  iteration    29950/   37905 | consumed samples:      7667200 | consumed tokens:  15702425600 | elapsed time per iteration (s): 0.37 | learning rate: 3.923E-05 | global batch size:   256 | lm loss: 3.205883E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.414 | TFLOPs: 32.27 |
7:  iteration    29960/   37905 | consumed samples:      7669760 | consumed tokens:  15707668480 | elapsed time per iteration (s): 0.37 | learning rate: 3.919E-05 | global batch size:   256 | lm loss: 3.180503E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.255 | TFLOPs: 32.27 |
7:  iteration    29970/   37905 | consumed samples:      7672320 | consumed tokens:  15712911360 | elapsed time per iteration (s): 0.37 | learning rate: 3.914E-05 | global batch size:   256 | lm loss: 3.195267E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.984 | TFLOPs: 32.25 |
7:  iteration    29980/   37905 | consumed samples:      7674880 | consumed tokens:  15718154240 | elapsed time per iteration (s): 0.37 | learning rate: 3.909E-05 | global batch size:   256 | lm loss: 3.190342E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.060 | TFLOPs: 32.26 |
7:  iteration    29990/   37905 | consumed samples:      7677440 | consumed tokens:  15723397120 | elapsed time per iteration (s): 0.37 | learning rate: 3.905E-05 | global batch size:   256 | lm loss: 3.199942E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.921 | TFLOPs: 32.25 |
0: [2023-03-14 14:55:46,401] [INFO] [logging.py:68:log_dist] [Rank 0] step=30000, skipped=0, lr=[3.899987415428045e-05, 3.899987415428045e-05, 3.899987415428045e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    30000/   37905 | consumed samples:      7680000 | consumed tokens:  15728640000 | elapsed time per iteration (s): 0.37 | learning rate: 3.900E-05 | global batch size:   256 | lm loss: 3.194287E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.021 | TFLOPs: 32.25 |
0: steps: 30000 loss: 3.2399 iter time (s): 0.369 samples/sec: 694.479
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 30000 | lm loss value: 3.766683E+00 | lm loss PPL: 4.323642E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   30000 to checkpoints_146m20b100m
0: [2023-03-14 14:55:46,524] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step30000 is begin to save!
0: [2023-03-14 14:55:46,527] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step30000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 14:55:46,850] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step30000/mp_rank_00_model_states.pt
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7: [2023-03-14 14:55:46,870] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 14:55:46,870] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
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1: [2023-03-14 14:55:46,870] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 14:55:46,870] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
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7: [2023-03-14 14:55:46,910] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 14:55:46,910] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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4: [2023-03-14 14:55:46,910] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 14:55:46,910] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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4: [2023-03-14 14:55:46,911] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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5: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:55:46,911] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 14:55:46,911] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
1: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
5: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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1: [2023-03-14 14:55:46,911] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
1: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 14:55:46,912] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 14:55:46,912] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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1: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
1: [2023-03-14 14:55:46,912] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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5: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
6: [2023-03-14 14:55:46,912] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
6: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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5: [2023-03-14 14:55:46,912] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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5: [2023-03-14 14:55:46,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 14:55:46,913] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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3: [2023-03-14 14:55:46,913] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:55:46,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-14 14:55:46,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 14:55:46,913] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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2: [2023-03-14 14:55:46,904] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 14:55:46,904] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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2: [2023-03-14 14:55:46,905] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 14:55:46,905] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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2: [2023-03-14 14:55:46,905] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
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2: [2023-03-14 14:55:46,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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2: [2023-03-14 14:55:46,913] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
2: [2023-03-14 14:55:46,913] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 14:55:46,913] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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4: [2023-03-14 14:55:46,914] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
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7: [2023-03-14 14:55:46,916] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 14:55:46,916] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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4: [2023-03-14 14:55:46,917] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
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3: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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0: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt
0: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 14:55:46,919] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-14 14:55:46,919] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
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0: [2023-03-14 14:55:46,937] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step30000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 14:55:46,937] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step30000 is ready now!
0:   successfully saved checkpoint at iteration   30000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 418.34
7:  iteration    30010/   37905 | consumed samples:      7682560 | consumed tokens:  15733882880 | elapsed time per iteration (s): 0.42 | learning rate: 3.895E-05 | global batch size:   256 | lm loss: 3.200735E+00 | grad norm: 0.259 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 605.397 | TFLOPs: 28.26 |
7:  iteration    30020/   37905 | consumed samples:      7685120 | consumed tokens:  15739125760 | elapsed time per iteration (s): 0.37 | learning rate: 3.891E-05 | global batch size:   256 | lm loss: 3.194229E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.759 | TFLOPs: 32.29 |
7:  iteration    30030/   37905 | consumed samples:      7687680 | consumed tokens:  15744368640 | elapsed time per iteration (s): 0.37 | learning rate: 3.886E-05 | global batch size:   256 | lm loss: 3.203382E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.660 | TFLOPs: 32.28 |
7:  iteration    30040/   37905 | consumed samples:      7690240 | consumed tokens:  15749611520 | elapsed time per iteration (s): 0.37 | learning rate: 3.882E-05 | global batch size:   256 | lm loss: 3.204731E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.226 | TFLOPs: 32.26 |
7:  iteration    30050/   37905 | consumed samples:      7692800 | consumed tokens:  15754854400 | elapsed time per iteration (s): 0.37 | learning rate: 3.877E-05 | global batch size:   256 | lm loss: 3.193921E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.931 | TFLOPs: 32.06 |
7:  iteration    30060/   37905 | consumed samples:      7695360 | consumed tokens:  15760097280 | elapsed time per iteration (s): 0.38 | learning rate: 3.872E-05 | global batch size:   256 | lm loss: 3.191853E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.477 | TFLOPs: 31.86 |
7:  iteration    30070/   37905 | consumed samples:      7697920 | consumed tokens:  15765340160 | elapsed time per iteration (s): 0.37 | learning rate: 3.868E-05 | global batch size:   256 | lm loss: 3.185821E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.398 | TFLOPs: 32.04 |
7:  iteration    30080/   37905 | consumed samples:      7700480 | consumed tokens:  15770583040 | elapsed time per iteration (s): 0.37 | learning rate: 3.863E-05 | global batch size:   256 | lm loss: 3.192810E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.009 | TFLOPs: 32.07 |
7:  iteration    30090/   37905 | consumed samples:      7703040 | consumed tokens:  15775825920 | elapsed time per iteration (s): 0.37 | learning rate: 3.859E-05 | global batch size:   256 | lm loss: 3.204895E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.317 | TFLOPs: 31.99 |
7:  iteration    30100/   37905 | consumed samples:      7705600 | consumed tokens:  15781068800 | elapsed time per iteration (s): 0.37 | learning rate: 3.854E-05 | global batch size:   256 | lm loss: 3.186124E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.221 | TFLOPs: 32.26 |
7:  iteration    30110/   37905 | consumed samples:      7708160 | consumed tokens:  15786311680 | elapsed time per iteration (s): 0.37 | learning rate: 3.849E-05 | global batch size:   256 | lm loss: 3.192297E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.213 | TFLOPs: 32.26 |
7:  iteration    30120/   37905 | consumed samples:      7710720 | consumed tokens:  15791554560 | elapsed time per iteration (s): 0.37 | learning rate: 3.845E-05 | global batch size:   256 | lm loss: 3.193705E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.145 | TFLOPs: 31.98 |
7:  iteration    30130/   37905 | consumed samples:      7713280 | consumed tokens:  15796797440 | elapsed time per iteration (s): 0.37 | learning rate: 3.840E-05 | global batch size:   256 | lm loss: 3.190186E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.692 | TFLOPs: 32.24 |
7:  iteration    30140/   37905 | consumed samples:      7715840 | consumed tokens:  15802040320 | elapsed time per iteration (s): 0.37 | learning rate: 3.836E-05 | global batch size:   256 | lm loss: 3.203911E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.616 | TFLOPs: 32.24 |
7:  iteration    30150/   37905 | consumed samples:      7718400 | consumed tokens:  15807283200 | elapsed time per iteration (s): 0.37 | learning rate: 3.831E-05 | global batch size:   256 | lm loss: 3.187789E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.712 | TFLOPs: 32.24 |
7:  iteration    30160/   37905 | consumed samples:      7720960 | consumed tokens:  15812526080 | elapsed time per iteration (s): 0.37 | learning rate: 3.827E-05 | global batch size:   256 | lm loss: 3.199173E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.086 | TFLOPs: 32.26 |
7:  iteration    30170/   37905 | consumed samples:      7723520 | consumed tokens:  15817768960 | elapsed time per iteration (s): 0.37 | learning rate: 3.822E-05 | global batch size:   256 | lm loss: 3.207794E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.396 | TFLOPs: 32.27 |
7:  iteration    30180/   37905 | consumed samples:      7726080 | consumed tokens:  15823011840 | elapsed time per iteration (s): 0.37 | learning rate: 3.817E-05 | global batch size:   256 | lm loss: 3.195320E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.016 | TFLOPs: 32.25 |
7:  iteration    30190/   37905 | consumed samples:      7728640 | consumed tokens:  15828254720 | elapsed time per iteration (s): 0.37 | learning rate: 3.813E-05 | global batch size:   256 | lm loss: 3.199730E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.119 | TFLOPs: 32.26 |
7:  iteration    30200/   37905 | consumed samples:      7731200 | consumed tokens:  15833497600 | elapsed time per iteration (s): 0.37 | learning rate: 3.808E-05 | global batch size:   256 | lm loss: 3.192920E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.148 | TFLOPs: 32.26 |
7:  iteration    30210/   37905 | consumed samples:      7733760 | consumed tokens:  15838740480 | elapsed time per iteration (s): 0.37 | learning rate: 3.804E-05 | global batch size:   256 | lm loss: 3.193146E+00 | grad norm: 0.257 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.672 | TFLOPs: 32.14 |
7:  iteration    30220/   37905 | consumed samples:      7736320 | consumed tokens:  15843983360 | elapsed time per iteration (s): 0.37 | learning rate: 3.799E-05 | global batch size:   256 | lm loss: 3.191043E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.315 | TFLOPs: 32.03 |
7:  iteration    30230/   37905 | consumed samples:      7738880 | consumed tokens:  15849226240 | elapsed time per iteration (s): 0.37 | learning rate: 3.795E-05 | global batch size:   256 | lm loss: 3.209817E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.068 | TFLOPs: 32.26 |
7:  iteration    30240/   37905 | consumed samples:      7741440 | consumed tokens:  15854469120 | elapsed time per iteration (s): 0.37 | learning rate: 3.790E-05 | global batch size:   256 | lm loss: 3.201805E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.896 | TFLOPs: 32.25 |
7:  iteration    30250/   37905 | consumed samples:      7744000 | consumed tokens:  15859712000 | elapsed time per iteration (s): 0.37 | learning rate: 3.786E-05 | global batch size:   256 | lm loss: 3.200224E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.512 | TFLOPs: 32.00 |
7:  iteration    30260/   37905 | consumed samples:      7746560 | consumed tokens:  15864954880 | elapsed time per iteration (s): 0.37 | learning rate: 3.781E-05 | global batch size:   256 | lm loss: 3.198071E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.654 | TFLOPs: 32.05 |
7:  iteration    30270/   37905 | consumed samples:      7749120 | consumed tokens:  15870197760 | elapsed time per iteration (s): 0.37 | learning rate: 3.777E-05 | global batch size:   256 | lm loss: 3.205729E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.371 | TFLOPs: 32.27 |
7:  iteration    30280/   37905 | consumed samples:      7751680 | consumed tokens:  15875440640 | elapsed time per iteration (s): 0.37 | learning rate: 3.772E-05 | global batch size:   256 | lm loss: 3.196015E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.838 | TFLOPs: 32.25 |
7:  iteration    30290/   37905 | consumed samples:      7754240 | consumed tokens:  15880683520 | elapsed time per iteration (s): 0.37 | learning rate: 3.768E-05 | global batch size:   256 | lm loss: 3.207710E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.016 | TFLOPs: 32.25 |
7:  iteration    30300/   37905 | consumed samples:      7756800 | consumed tokens:  15885926400 | elapsed time per iteration (s): 0.37 | learning rate: 3.763E-05 | global batch size:   256 | lm loss: 3.185482E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.079 | TFLOPs: 32.26 |
7:  iteration    30310/   37905 | consumed samples:      7759360 | consumed tokens:  15891169280 | elapsed time per iteration (s): 0.37 | learning rate: 3.759E-05 | global batch size:   256 | lm loss: 3.204031E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.213 | TFLOPs: 32.26 |
7:  iteration    30320/   37905 | consumed samples:      7761920 | consumed tokens:  15896412160 | elapsed time per iteration (s): 0.37 | learning rate: 3.754E-05 | global batch size:   256 | lm loss: 3.193038E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.977 | TFLOPs: 32.25 |
7:  iteration    30330/   37905 | consumed samples:      7764480 | consumed tokens:  15901655040 | elapsed time per iteration (s): 0.37 | learning rate: 3.750E-05 | global batch size:   256 | lm loss: 3.208075E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.349 | TFLOPs: 32.27 |
7:  iteration    30340/   37905 | consumed samples:      7767040 | consumed tokens:  15906897920 | elapsed time per iteration (s): 0.37 | learning rate: 3.745E-05 | global batch size:   256 | lm loss: 3.195674E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.619 | TFLOPs: 32.24 |
7:  iteration    30350/   37905 | consumed samples:      7769600 | consumed tokens:  15912140800 | elapsed time per iteration (s): 0.37 | learning rate: 3.741E-05 | global batch size:   256 | lm loss: 3.189781E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.198 | TFLOPs: 32.08 |
7:  iteration    30360/   37905 | consumed samples:      7772160 | consumed tokens:  15917383680 | elapsed time per iteration (s): 0.37 | learning rate: 3.737E-05 | global batch size:   256 | lm loss: 3.201551E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.660 | TFLOPs: 32.24 |
7:  iteration    30370/   37905 | consumed samples:      7774720 | consumed tokens:  15922626560 | elapsed time per iteration (s): 0.37 | learning rate: 3.732E-05 | global batch size:   256 | lm loss: 3.202441E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.684 | TFLOPs: 32.24 |
7:  iteration    30380/   37905 | consumed samples:      7777280 | consumed tokens:  15927869440 | elapsed time per iteration (s): 0.37 | learning rate: 3.728E-05 | global batch size:   256 | lm loss: 3.181982E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.016 | TFLOPs: 32.25 |
7:  iteration    30390/   37905 | consumed samples:      7779840 | consumed tokens:  15933112320 | elapsed time per iteration (s): 0.37 | learning rate: 3.723E-05 | global batch size:   256 | lm loss: 3.200118E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.741 | TFLOPs: 32.24 |
7:  iteration    30400/   37905 | consumed samples:      7782400 | consumed tokens:  15938355200 | elapsed time per iteration (s): 0.37 | learning rate: 3.719E-05 | global batch size:   256 | lm loss: 3.203685E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.925 | TFLOPs: 32.25 |
7:  iteration    30410/   37905 | consumed samples:      7784960 | consumed tokens:  15943598080 | elapsed time per iteration (s): 0.37 | learning rate: 3.714E-05 | global batch size:   256 | lm loss: 3.190831E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.914 | TFLOPs: 32.25 |
7:  iteration    30420/   37905 | consumed samples:      7787520 | consumed tokens:  15948840960 | elapsed time per iteration (s): 0.37 | learning rate: 3.710E-05 | global batch size:   256 | lm loss: 3.208550E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.003 | TFLOPs: 32.25 |
7:  iteration    30430/   37905 | consumed samples:      7790080 | consumed tokens:  15954083840 | elapsed time per iteration (s): 0.37 | learning rate: 3.706E-05 | global batch size:   256 | lm loss: 3.183797E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.982 | TFLOPs: 32.25 |
7:  iteration    30440/   37905 | consumed samples:      7792640 | consumed tokens:  15959326720 | elapsed time per iteration (s): 0.38 | learning rate: 3.701E-05 | global batch size:   256 | lm loss: 3.194006E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.849 | TFLOPs: 31.83 |
7:  iteration    30450/   37905 | consumed samples:      7795200 | consumed tokens:  15964569600 | elapsed time per iteration (s): 0.37 | learning rate: 3.697E-05 | global batch size:   256 | lm loss: 3.196489E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.060 | TFLOPs: 32.26 |
7:  iteration    30460/   37905 | consumed samples:      7797760 | consumed tokens:  15969812480 | elapsed time per iteration (s): 0.37 | learning rate: 3.692E-05 | global batch size:   256 | lm loss: 3.190552E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.371 | TFLOPs: 32.22 |
7:  iteration    30470/   37905 | consumed samples:      7800320 | consumed tokens:  15975055360 | elapsed time per iteration (s): 0.37 | learning rate: 3.688E-05 | global batch size:   256 | lm loss: 3.191749E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.522 | TFLOPs: 32.23 |
7:  iteration    30480/   37905 | consumed samples:      7802880 | consumed tokens:  15980298240 | elapsed time per iteration (s): 0.37 | learning rate: 3.684E-05 | global batch size:   256 | lm loss: 3.199755E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.786 | TFLOPs: 32.24 |
7:  iteration    30490/   37905 | consumed samples:      7805440 | consumed tokens:  15985541120 | elapsed time per iteration (s): 0.37 | learning rate: 3.679E-05 | global batch size:   256 | lm loss: 3.204548E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.391 | TFLOPs: 32.22 |
7:  iteration    30500/   37905 | consumed samples:      7808000 | consumed tokens:  15990784000 | elapsed time per iteration (s): 0.37 | learning rate: 3.675E-05 | global batch size:   256 | lm loss: 3.189708E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.754 | TFLOPs: 32.24 |
7:  iteration    30510/   37905 | consumed samples:      7810560 | consumed tokens:  15996026880 | elapsed time per iteration (s): 0.37 | learning rate: 3.670E-05 | global batch size:   256 | lm loss: 3.196371E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.474 | TFLOPs: 32.23 |
7:  iteration    30520/   37905 | consumed samples:      7813120 | consumed tokens:  16001269760 | elapsed time per iteration (s): 0.37 | learning rate: 3.666E-05 | global batch size:   256 | lm loss: 3.200315E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.764 | TFLOPs: 32.24 |
7:  iteration    30530/   37905 | consumed samples:      7815680 | consumed tokens:  16006512640 | elapsed time per iteration (s): 0.37 | learning rate: 3.662E-05 | global batch size:   256 | lm loss: 3.207113E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.097 | TFLOPs: 32.21 |
7:  iteration    30540/   37905 | consumed samples:      7818240 | consumed tokens:  16011755520 | elapsed time per iteration (s): 0.37 | learning rate: 3.657E-05 | global batch size:   256 | lm loss: 3.203861E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.364 | TFLOPs: 32.22 |
7:  iteration    30550/   37905 | consumed samples:      7820800 | consumed tokens:  16016998400 | elapsed time per iteration (s): 0.37 | learning rate: 3.653E-05 | global batch size:   256 | lm loss: 3.191668E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.011 | TFLOPs: 32.21 |
7:  iteration    30560/   37905 | consumed samples:      7823360 | consumed tokens:  16022241280 | elapsed time per iteration (s): 0.37 | learning rate: 3.649E-05 | global batch size:   256 | lm loss: 3.195880E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.188 | TFLOPs: 32.22 |
7:  iteration    30570/   37905 | consumed samples:      7825920 | consumed tokens:  16027484160 | elapsed time per iteration (s): 0.37 | learning rate: 3.644E-05 | global batch size:   256 | lm loss: 3.190664E+00 | grad norm: 0.258 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.433 | TFLOPs: 32.23 |
7:  iteration    30580/   37905 | consumed samples:      7828480 | consumed tokens:  16032727040 | elapsed time per iteration (s): 0.37 | learning rate: 3.640E-05 | global batch size:   256 | lm loss: 3.199604E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.230 | TFLOPs: 32.22 |
7:  iteration    30590/   37905 | consumed samples:      7831040 | consumed tokens:  16037969920 | elapsed time per iteration (s): 0.37 | learning rate: 3.636E-05 | global batch size:   256 | lm loss: 3.193077E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.373 | TFLOPs: 32.22 |
7:  iteration    30600/   37905 | consumed samples:      7833600 | consumed tokens:  16043212800 | elapsed time per iteration (s): 0.37 | learning rate: 3.631E-05 | global batch size:   256 | lm loss: 3.198544E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.415 | TFLOPs: 32.23 |
7:  iteration    30610/   37905 | consumed samples:      7836160 | consumed tokens:  16048455680 | elapsed time per iteration (s): 0.37 | learning rate: 3.627E-05 | global batch size:   256 | lm loss: 3.179246E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.605 | TFLOPs: 32.23 |
7:  iteration    30620/   37905 | consumed samples:      7838720 | consumed tokens:  16053698560 | elapsed time per iteration (s): 0.37 | learning rate: 3.623E-05 | global batch size:   256 | lm loss: 3.202452E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.556 | TFLOPs: 32.23 |
7:  iteration    30630/   37905 | consumed samples:      7841280 | consumed tokens:  16058941440 | elapsed time per iteration (s): 0.37 | learning rate: 3.618E-05 | global batch size:   256 | lm loss: 3.204477E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.558 | TFLOPs: 32.23 |
7:  iteration    30640/   37905 | consumed samples:      7843840 | consumed tokens:  16064184320 | elapsed time per iteration (s): 0.37 | learning rate: 3.614E-05 | global batch size:   256 | lm loss: 3.195937E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.758 | TFLOPs: 32.24 |
7:  iteration    30650/   37905 | consumed samples:      7846400 | consumed tokens:  16069427200 | elapsed time per iteration (s): 0.37 | learning rate: 3.610E-05 | global batch size:   256 | lm loss: 3.185246E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.566 | TFLOPs: 32.23 |
7:  iteration    30660/   37905 | consumed samples:      7848960 | consumed tokens:  16074670080 | elapsed time per iteration (s): 0.37 | learning rate: 3.605E-05 | global batch size:   256 | lm loss: 3.187178E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.525 | TFLOPs: 32.23 |
7:  iteration    30670/   37905 | consumed samples:      7851520 | consumed tokens:  16079912960 | elapsed time per iteration (s): 0.37 | learning rate: 3.601E-05 | global batch size:   256 | lm loss: 3.196798E+00 | grad norm: 0.245 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.203 | TFLOPs: 32.22 |
7:  iteration    30680/   37905 | consumed samples:      7854080 | consumed tokens:  16085155840 | elapsed time per iteration (s): 0.37 | learning rate: 3.597E-05 | global batch size:   256 | lm loss: 3.194635E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.707 | TFLOPs: 32.24 |
7:  iteration    30690/   37905 | consumed samples:      7856640 | consumed tokens:  16090398720 | elapsed time per iteration (s): 0.37 | learning rate: 3.593E-05 | global batch size:   256 | lm loss: 3.193749E+00 | grad norm: 0.251 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.725 | TFLOPs: 32.24 |
7:  iteration    30700/   37905 | consumed samples:      7859200 | consumed tokens:  16095641600 | elapsed time per iteration (s): 0.37 | learning rate: 3.588E-05 | global batch size:   256 | lm loss: 3.189422E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.676 | TFLOPs: 32.24 |
7:  iteration    30710/   37905 | consumed samples:      7861760 | consumed tokens:  16100884480 | elapsed time per iteration (s): 0.37 | learning rate: 3.584E-05 | global batch size:   256 | lm loss: 3.185612E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.593 | TFLOPs: 32.23 |
7:  iteration    30720/   37905 | consumed samples:      7864320 | consumed tokens:  16106127360 | elapsed time per iteration (s): 0.37 | learning rate: 3.580E-05 | global batch size:   256 | lm loss: 3.178976E+00 | grad norm: 0.269 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.477 | TFLOPs: 32.23 |
7:  iteration    30730/   37905 | consumed samples:      7866880 | consumed tokens:  16111370240 | elapsed time per iteration (s): 0.37 | learning rate: 3.575E-05 | global batch size:   256 | lm loss: 3.187915E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.779 | TFLOPs: 32.24 |
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7:  iteration    30770/   37905 | consumed samples:      7877120 | consumed tokens:  16132341760 | elapsed time per iteration (s): 0.37 | learning rate: 3.558E-05 | global batch size:   256 | lm loss: 3.194328E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.128 | TFLOPs: 32.21 |
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7:  iteration    30790/   37905 | consumed samples:      7882240 | consumed tokens:  16142827520 | elapsed time per iteration (s): 0.37 | learning rate: 3.550E-05 | global batch size:   256 | lm loss: 3.177469E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.434 | TFLOPs: 32.23 |
7:  iteration    30800/   37905 | consumed samples:      7884800 | consumed tokens:  16148070400 | elapsed time per iteration (s): 0.37 | learning rate: 3.546E-05 | global batch size:   256 | lm loss: 3.183682E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.439 | TFLOPs: 32.23 |
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7:  iteration    30840/   37905 | consumed samples:      7895040 | consumed tokens:  16169041920 | elapsed time per iteration (s): 0.37 | learning rate: 3.529E-05 | global batch size:   256 | lm loss: 3.192626E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.905 | TFLOPs: 32.25 |
7:  iteration    30850/   37905 | consumed samples:      7897600 | consumed tokens:  16174284800 | elapsed time per iteration (s): 0.37 | learning rate: 3.525E-05 | global batch size:   256 | lm loss: 3.195112E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.733 | TFLOPs: 32.24 |
7:  iteration    30860/   37905 | consumed samples:      7900160 | consumed tokens:  16179527680 | elapsed time per iteration (s): 0.37 | learning rate: 3.521E-05 | global batch size:   256 | lm loss: 3.184843E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.262 | TFLOPs: 32.27 |
7:  iteration    30870/   37905 | consumed samples:      7902720 | consumed tokens:  16184770560 | elapsed time per iteration (s): 0.37 | learning rate: 3.516E-05 | global batch size:   256 | lm loss: 3.194355E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.852 | TFLOPs: 32.25 |
7:  iteration    30880/   37905 | consumed samples:      7905280 | consumed tokens:  16190013440 | elapsed time per iteration (s): 0.37 | learning rate: 3.512E-05 | global batch size:   256 | lm loss: 3.182209E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.516 | TFLOPs: 32.23 |
7:  iteration    30890/   37905 | consumed samples:      7907840 | consumed tokens:  16195256320 | elapsed time per iteration (s): 0.37 | learning rate: 3.508E-05 | global batch size:   256 | lm loss: 3.201990E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.055 | TFLOPs: 32.26 |
7:  iteration    30900/   37905 | consumed samples:      7910400 | consumed tokens:  16200499200 | elapsed time per iteration (s): 0.37 | learning rate: 3.504E-05 | global batch size:   256 | lm loss: 3.201617E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.075 | TFLOPs: 32.26 |
7:  iteration    30910/   37905 | consumed samples:      7912960 | consumed tokens:  16205742080 | elapsed time per iteration (s): 0.37 | learning rate: 3.500E-05 | global batch size:   256 | lm loss: 3.182903E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.039 | TFLOPs: 32.26 |
7:  iteration    30920/   37905 | consumed samples:      7915520 | consumed tokens:  16210984960 | elapsed time per iteration (s): 0.37 | learning rate: 3.495E-05 | global batch size:   256 | lm loss: 3.182578E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.546 | TFLOPs: 32.23 |
7:  iteration    30930/   37905 | consumed samples:      7918080 | consumed tokens:  16216227840 | elapsed time per iteration (s): 0.37 | learning rate: 3.491E-05 | global batch size:   256 | lm loss: 3.192842E+00 | grad norm: 0.247 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.667 | TFLOPs: 32.24 |
7:  iteration    30940/   37905 | consumed samples:      7920640 | consumed tokens:  16221470720 | elapsed time per iteration (s): 0.37 | learning rate: 3.487E-05 | global batch size:   256 | lm loss: 3.194497E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.587 | TFLOPs: 32.23 |
7:  iteration    30950/   37905 | consumed samples:      7923200 | consumed tokens:  16226713600 | elapsed time per iteration (s): 0.37 | learning rate: 3.483E-05 | global batch size:   256 | lm loss: 3.203338E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.313 | TFLOPs: 32.22 |
7:  iteration    30960/   37905 | consumed samples:      7925760 | consumed tokens:  16231956480 | elapsed time per iteration (s): 0.37 | learning rate: 3.479E-05 | global batch size:   256 | lm loss: 3.194802E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.817 | TFLOPs: 32.20 |
7:  iteration    30970/   37905 | consumed samples:      7928320 | consumed tokens:  16237199360 | elapsed time per iteration (s): 0.37 | learning rate: 3.475E-05 | global batch size:   256 | lm loss: 3.181354E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.634 | TFLOPs: 32.00 |
7:  iteration    30980/   37905 | consumed samples:      7930880 | consumed tokens:  16242442240 | elapsed time per iteration (s): 0.37 | learning rate: 3.471E-05 | global batch size:   256 | lm loss: 3.200518E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.255 | TFLOPs: 32.22 |
7:  iteration    30990/   37905 | consumed samples:      7933440 | consumed tokens:  16247685120 | elapsed time per iteration (s): 0.37 | learning rate: 3.466E-05 | global batch size:   256 | lm loss: 3.191635E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.123 | TFLOPs: 32.21 |
7:  iteration    31000/   37905 | consumed samples:      7936000 | consumed tokens:  16252928000 | elapsed time per iteration (s): 0.37 | learning rate: 3.462E-05 | global batch size:   256 | lm loss: 3.187820E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.149 | TFLOPs: 32.21 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 31000 | lm loss value: 3.755930E+00 | lm loss PPL: 4.277397E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   31000 to checkpoints_146m20b100m
0: [2023-03-14 15:01:58,038] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step31000 is begin to save!
0: [2023-03-14 15:01:58,043] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/layer_01-model_00-model_states.pt...
0: [2023-03-14 15:01:58,134] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step31000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 15:01:58,181] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 15:01:58,365] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step31000/mp_rank_00_model_states.pt
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0: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
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3: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:01:58,383] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
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6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
6: [2023-03-14 15:01:58,434] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
0: [2023-03-14 15:01:58,448] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step31000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:01:58,448] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step31000 is ready now!
0:   successfully saved checkpoint at iteration   31000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 457.95
7:  iteration    31010/   37905 | consumed samples:      7938560 | consumed tokens:  16258170880 | elapsed time per iteration (s): 0.43 | learning rate: 3.458E-05 | global batch size:   256 | lm loss: 3.194897E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 601.447 | TFLOPs: 28.07 |
7:  iteration    31020/   37905 | consumed samples:      7941120 | consumed tokens:  16263413760 | elapsed time per iteration (s): 0.37 | learning rate: 3.454E-05 | global batch size:   256 | lm loss: 3.178444E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.605 | TFLOPs: 32.23 |
7:  iteration    31030/   37905 | consumed samples:      7943680 | consumed tokens:  16268656640 | elapsed time per iteration (s): 0.37 | learning rate: 3.450E-05 | global batch size:   256 | lm loss: 3.192235E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.600 | TFLOPs: 32.23 |
7:  iteration    31040/   37905 | consumed samples:      7946240 | consumed tokens:  16273899520 | elapsed time per iteration (s): 0.37 | learning rate: 3.446E-05 | global batch size:   256 | lm loss: 3.189467E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.351 | TFLOPs: 32.22 |
7:  iteration    31050/   37905 | consumed samples:      7948800 | consumed tokens:  16279142400 | elapsed time per iteration (s): 0.37 | learning rate: 3.442E-05 | global batch size:   256 | lm loss: 3.184279E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.276 | TFLOPs: 32.22 |
7:  iteration    31060/   37905 | consumed samples:      7951360 | consumed tokens:  16284385280 | elapsed time per iteration (s): 0.37 | learning rate: 3.438E-05 | global batch size:   256 | lm loss: 3.182301E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.879 | TFLOPs: 32.25 |
7:  iteration    31070/   37905 | consumed samples:      7953920 | consumed tokens:  16289628160 | elapsed time per iteration (s): 0.37 | learning rate: 3.434E-05 | global batch size:   256 | lm loss: 3.202679E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.794 | TFLOPs: 32.24 |
7:  iteration    31080/   37905 | consumed samples:      7956480 | consumed tokens:  16294871040 | elapsed time per iteration (s): 0.37 | learning rate: 3.430E-05 | global batch size:   256 | lm loss: 3.175422E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.811 | TFLOPs: 32.24 |
7:  iteration    31090/   37905 | consumed samples:      7959040 | consumed tokens:  16300113920 | elapsed time per iteration (s): 0.37 | learning rate: 3.426E-05 | global batch size:   256 | lm loss: 3.197089E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.687 | TFLOPs: 32.24 |
7:  iteration    31100/   37905 | consumed samples:      7961600 | consumed tokens:  16305356800 | elapsed time per iteration (s): 0.37 | learning rate: 3.421E-05 | global batch size:   256 | lm loss: 3.190756E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.794 | TFLOPs: 32.24 |
7:  iteration    31110/   37905 | consumed samples:      7964160 | consumed tokens:  16310599680 | elapsed time per iteration (s): 0.37 | learning rate: 3.417E-05 | global batch size:   256 | lm loss: 3.182563E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.585 | TFLOPs: 32.23 |
7:  iteration    31120/   37905 | consumed samples:      7966720 | consumed tokens:  16315842560 | elapsed time per iteration (s): 0.37 | learning rate: 3.413E-05 | global batch size:   256 | lm loss: 3.200053E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.886 | TFLOPs: 32.25 |
7:  iteration    31130/   37905 | consumed samples:      7969280 | consumed tokens:  16321085440 | elapsed time per iteration (s): 0.37 | learning rate: 3.409E-05 | global batch size:   256 | lm loss: 3.187327E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.731 | TFLOPs: 32.24 |
7:  iteration    31140/   37905 | consumed samples:      7971840 | consumed tokens:  16326328320 | elapsed time per iteration (s): 0.37 | learning rate: 3.405E-05 | global batch size:   256 | lm loss: 3.179261E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.491 | TFLOPs: 32.23 |
7:  iteration    31150/   37905 | consumed samples:      7974400 | consumed tokens:  16331571200 | elapsed time per iteration (s): 0.37 | learning rate: 3.401E-05 | global batch size:   256 | lm loss: 3.189255E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.637 | TFLOPs: 32.24 |
7:  iteration    31160/   37905 | consumed samples:      7976960 | consumed tokens:  16336814080 | elapsed time per iteration (s): 0.37 | learning rate: 3.397E-05 | global batch size:   256 | lm loss: 3.183114E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.684 | TFLOPs: 32.24 |
7:  iteration    31170/   37905 | consumed samples:      7979520 | consumed tokens:  16342056960 | elapsed time per iteration (s): 0.37 | learning rate: 3.393E-05 | global batch size:   256 | lm loss: 3.180771E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.625 | TFLOPs: 32.24 |
7:  iteration    31180/   37905 | consumed samples:      7982080 | consumed tokens:  16347299840 | elapsed time per iteration (s): 0.38 | learning rate: 3.389E-05 | global batch size:   256 | lm loss: 3.194608E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.820 | TFLOPs: 31.82 |
7:  iteration    31190/   37905 | consumed samples:      7984640 | consumed tokens:  16352542720 | elapsed time per iteration (s): 0.37 | learning rate: 3.385E-05 | global batch size:   256 | lm loss: 3.187452E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.008 | TFLOPs: 32.25 |
7:  iteration    31200/   37905 | consumed samples:      7987200 | consumed tokens:  16357785600 | elapsed time per iteration (s): 0.38 | learning rate: 3.381E-05 | global batch size:   256 | lm loss: 3.180778E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.184 | TFLOPs: 31.80 |
7:  iteration    31210/   37905 | consumed samples:      7989760 | consumed tokens:  16363028480 | elapsed time per iteration (s): 0.37 | learning rate: 3.377E-05 | global batch size:   256 | lm loss: 3.194526E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.791 | TFLOPs: 32.01 |
7:  iteration    31220/   37905 | consumed samples:      7992320 | consumed tokens:  16368271360 | elapsed time per iteration (s): 0.37 | learning rate: 3.373E-05 | global batch size:   256 | lm loss: 3.180210E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.189 | TFLOPs: 32.17 |
7:  iteration    31230/   37905 | consumed samples:      7994880 | consumed tokens:  16373514240 | elapsed time per iteration (s): 0.37 | learning rate: 3.369E-05 | global batch size:   256 | lm loss: 3.186667E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.639 | TFLOPs: 32.14 |
7:  iteration    31240/   37905 | consumed samples:      7997440 | consumed tokens:  16378757120 | elapsed time per iteration (s): 0.37 | learning rate: 3.365E-05 | global batch size:   256 | lm loss: 3.182464E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.651 | TFLOPs: 32.24 |
7:  iteration    31250/   37905 | consumed samples:      8000000 | consumed tokens:  16384000000 | elapsed time per iteration (s): 0.38 | learning rate: 3.361E-05 | global batch size:   256 | lm loss: 3.185573E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.200 | TFLOPs: 31.52 |
7:  iteration    31260/   37905 | consumed samples:      8002560 | consumed tokens:  16389242880 | elapsed time per iteration (s): 0.37 | learning rate: 3.357E-05 | global batch size:   256 | lm loss: 3.190555E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.900 | TFLOPs: 32.20 |
7:  iteration    31270/   37905 | consumed samples:      8005120 | consumed tokens:  16394485760 | elapsed time per iteration (s): 0.37 | learning rate: 3.353E-05 | global batch size:   256 | lm loss: 3.189956E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.197 | TFLOPs: 32.03 |
7:  iteration    31280/   37905 | consumed samples:      8007680 | consumed tokens:  16399728640 | elapsed time per iteration (s): 0.38 | learning rate: 3.349E-05 | global batch size:   256 | lm loss: 3.178427E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.743 | TFLOPs: 31.77 |
7:  iteration    31290/   37905 | consumed samples:      8010240 | consumed tokens:  16404971520 | elapsed time per iteration (s): 0.37 | learning rate: 3.345E-05 | global batch size:   256 | lm loss: 3.195202E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.733 | TFLOPs: 32.24 |
7:  iteration    31300/   37905 | consumed samples:      8012800 | consumed tokens:  16410214400 | elapsed time per iteration (s): 0.37 | learning rate: 3.341E-05 | global batch size:   256 | lm loss: 3.195581E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.930 | TFLOPs: 31.97 |
7:  iteration    31310/   37905 | consumed samples:      8015360 | consumed tokens:  16415457280 | elapsed time per iteration (s): 0.37 | learning rate: 3.337E-05 | global batch size:   256 | lm loss: 3.179232E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.986 | TFLOPs: 32.11 |
7:  iteration    31320/   37905 | consumed samples:      8017920 | consumed tokens:  16420700160 | elapsed time per iteration (s): 0.38 | learning rate: 3.333E-05 | global batch size:   256 | lm loss: 3.191192E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.802 | TFLOPs: 31.82 |
7:  iteration    31330/   37905 | consumed samples:      8020480 | consumed tokens:  16425943040 | elapsed time per iteration (s): 0.38 | learning rate: 3.329E-05 | global batch size:   256 | lm loss: 3.190849E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.159 | TFLOPs: 31.23 |
7:  iteration    31340/   37905 | consumed samples:      8023040 | consumed tokens:  16431185920 | elapsed time per iteration (s): 0.38 | learning rate: 3.325E-05 | global batch size:   256 | lm loss: 3.177666E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.337 | TFLOPs: 31.62 |
7:  iteration    31350/   37905 | consumed samples:      8025600 | consumed tokens:  16436428800 | elapsed time per iteration (s): 0.38 | learning rate: 3.322E-05 | global batch size:   256 | lm loss: 3.204551E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.409 | TFLOPs: 31.39 |
7:  iteration    31360/   37905 | consumed samples:      8028160 | consumed tokens:  16441671680 | elapsed time per iteration (s): 0.39 | learning rate: 3.318E-05 | global batch size:   256 | lm loss: 3.189420E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.957 | TFLOPs: 30.80 |
7:  iteration    31370/   37905 | consumed samples:      8030720 | consumed tokens:  16446914560 | elapsed time per iteration (s): 0.39 | learning rate: 3.314E-05 | global batch size:   256 | lm loss: 3.189946E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 659.180 | TFLOPs: 30.77 |
7:  iteration    31380/   37905 | consumed samples:      8033280 | consumed tokens:  16452157440 | elapsed time per iteration (s): 0.39 | learning rate: 3.310E-05 | global batch size:   256 | lm loss: 3.201476E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.092 | TFLOPs: 30.95 |
7:  iteration    31390/   37905 | consumed samples:      8035840 | consumed tokens:  16457400320 | elapsed time per iteration (s): 0.38 | learning rate: 3.306E-05 | global batch size:   256 | lm loss: 3.192260E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.165 | TFLOPs: 31.28 |
7:  iteration    31400/   37905 | consumed samples:      8038400 | consumed tokens:  16462643200 | elapsed time per iteration (s): 0.38 | learning rate: 3.302E-05 | global batch size:   256 | lm loss: 3.204354E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.062 | TFLOPs: 31.46 |
7:  iteration    31410/   37905 | consumed samples:      8040960 | consumed tokens:  16467886080 | elapsed time per iteration (s): 0.39 | learning rate: 3.298E-05 | global batch size:   256 | lm loss: 3.197834E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.786 | TFLOPs: 31.03 |
7:  iteration    31420/   37905 | consumed samples:      8043520 | consumed tokens:  16473128960 | elapsed time per iteration (s): 0.38 | learning rate: 3.294E-05 | global batch size:   256 | lm loss: 3.186445E+00 | grad norm: 0.244 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.709 | TFLOPs: 31.59 |
7:  iteration    31430/   37905 | consumed samples:      8046080 | consumed tokens:  16478371840 | elapsed time per iteration (s): 0.38 | learning rate: 3.290E-05 | global batch size:   256 | lm loss: 3.190298E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.697 | TFLOPs: 31.73 |
7:  iteration    31440/   37905 | consumed samples:      8048640 | consumed tokens:  16483614720 | elapsed time per iteration (s): 0.38 | learning rate: 3.286E-05 | global batch size:   256 | lm loss: 3.199359E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.250 | TFLOPs: 31.80 |
7:  iteration    31450/   37905 | consumed samples:      8051200 | consumed tokens:  16488857600 | elapsed time per iteration (s): 0.38 | learning rate: 3.282E-05 | global batch size:   256 | lm loss: 3.185135E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.058 | TFLOPs: 31.37 |
7:  iteration    31460/   37905 | consumed samples:      8053760 | consumed tokens:  16494100480 | elapsed time per iteration (s): 0.38 | learning rate: 3.279E-05 | global batch size:   256 | lm loss: 3.193256E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.158 | TFLOPs: 31.47 |
7:  iteration    31470/   37905 | consumed samples:      8056320 | consumed tokens:  16499343360 | elapsed time per iteration (s): 0.39 | learning rate: 3.275E-05 | global batch size:   256 | lm loss: 3.187647E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.708 | TFLOPs: 31.03 |
7:  iteration    31480/   37905 | consumed samples:      8058880 | consumed tokens:  16504586240 | elapsed time per iteration (s): 0.38 | learning rate: 3.271E-05 | global batch size:   256 | lm loss: 3.190388E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.813 | TFLOPs: 31.31 |
7:  iteration    31490/   37905 | consumed samples:      8061440 | consumed tokens:  16509829120 | elapsed time per iteration (s): 0.39 | learning rate: 3.267E-05 | global batch size:   256 | lm loss: 3.177305E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.804 | TFLOPs: 30.89 |
7:  iteration    31500/   37905 | consumed samples:      8064000 | consumed tokens:  16515072000 | elapsed time per iteration (s): 0.37 | learning rate: 3.263E-05 | global batch size:   256 | lm loss: 3.195437E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.205 | TFLOPs: 32.12 |
7:  iteration    31510/   37905 | consumed samples:      8066560 | consumed tokens:  16520314880 | elapsed time per iteration (s): 0.38 | learning rate: 3.259E-05 | global batch size:   256 | lm loss: 3.184670E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.943 | TFLOPs: 31.83 |
7:  iteration    31520/   37905 | consumed samples:      8069120 | consumed tokens:  16525557760 | elapsed time per iteration (s): 0.38 | learning rate: 3.255E-05 | global batch size:   256 | lm loss: 3.196345E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.408 | TFLOPs: 31.85 |
7:  iteration    31530/   37905 | consumed samples:      8071680 | consumed tokens:  16530800640 | elapsed time per iteration (s): 0.38 | learning rate: 3.252E-05 | global batch size:   256 | lm loss: 3.186057E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.436 | TFLOPs: 31.71 |
7:  iteration    31540/   37905 | consumed samples:      8074240 | consumed tokens:  16536043520 | elapsed time per iteration (s): 0.38 | learning rate: 3.248E-05 | global batch size:   256 | lm loss: 3.185968E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.900 | TFLOPs: 31.78 |
7:  iteration    31550/   37905 | consumed samples:      8076800 | consumed tokens:  16541286400 | elapsed time per iteration (s): 0.38 | learning rate: 3.244E-05 | global batch size:   256 | lm loss: 3.196476E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.079 | TFLOPs: 31.46 |
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7:  iteration    31880/   37905 | consumed samples:      8161280 | consumed tokens:  16714301440 | elapsed time per iteration (s): 0.37 | learning rate: 3.121E-05 | global batch size:   256 | lm loss: 3.195727E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.841 | TFLOPs: 32.06 |
7:  iteration    31890/   37905 | consumed samples:      8163840 | consumed tokens:  16719544320 | elapsed time per iteration (s): 0.37 | learning rate: 3.117E-05 | global batch size:   256 | lm loss: 3.190080E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.878 | TFLOPs: 32.20 |
7:  iteration    31900/   37905 | consumed samples:      8166400 | consumed tokens:  16724787200 | elapsed time per iteration (s): 0.39 | learning rate: 3.114E-05 | global batch size:   256 | lm loss: 3.179924E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 660.566 | TFLOPs: 30.83 |
7:  iteration    31910/   37905 | consumed samples:      8168960 | consumed tokens:  16730030080 | elapsed time per iteration (s): 0.39 | learning rate: 3.110E-05 | global batch size:   256 | lm loss: 3.193083E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 658.964 | TFLOPs: 30.76 |
7:  iteration    31920/   37905 | consumed samples:      8171520 | consumed tokens:  16735272960 | elapsed time per iteration (s): 0.37 | learning rate: 3.106E-05 | global batch size:   256 | lm loss: 3.191940E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.820 | TFLOPs: 31.92 |
7:  iteration    31930/   37905 | consumed samples:      8174080 | consumed tokens:  16740515840 | elapsed time per iteration (s): 0.38 | learning rate: 3.103E-05 | global batch size:   256 | lm loss: 3.180215E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.149 | TFLOPs: 31.79 |
7:  iteration    31940/   37905 | consumed samples:      8176640 | consumed tokens:  16745758720 | elapsed time per iteration (s): 0.38 | learning rate: 3.099E-05 | global batch size:   256 | lm loss: 3.184937E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 671.908 | TFLOPs: 31.36 |
7:  iteration    31950/   37905 | consumed samples:      8179200 | consumed tokens:  16751001600 | elapsed time per iteration (s): 0.37 | learning rate: 3.095E-05 | global batch size:   256 | lm loss: 3.171530E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.684 | TFLOPs: 32.19 |
7:  iteration    31960/   37905 | consumed samples:      8181760 | consumed tokens:  16756244480 | elapsed time per iteration (s): 0.39 | learning rate: 3.092E-05 | global batch size:   256 | lm loss: 3.192422E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.837 | TFLOPs: 31.03 |
7:  iteration    31970/   37905 | consumed samples:      8184320 | consumed tokens:  16761487360 | elapsed time per iteration (s): 0.38 | learning rate: 3.088E-05 | global batch size:   256 | lm loss: 3.179298E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.465 | TFLOPs: 31.48 |
7:  iteration    31980/   37905 | consumed samples:      8186880 | consumed tokens:  16766730240 | elapsed time per iteration (s): 0.38 | learning rate: 3.085E-05 | global batch size:   256 | lm loss: 3.174771E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.180 | TFLOPs: 31.56 |
7:  iteration    31990/   37905 | consumed samples:      8189440 | consumed tokens:  16771973120 | elapsed time per iteration (s): 0.38 | learning rate: 3.081E-05 | global batch size:   256 | lm loss: 3.181649E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.708 | TFLOPs: 31.77 |
0: [2023-03-14 15:08:13,759] [INFO] [logging.py:68:log_dist] [Rank 0] step=32000, skipped=0, lr=[3.077546313866371e-05, 3.077546313866371e-05, 3.077546313866371e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    32000/   37905 | consumed samples:      8192000 | consumed tokens:  16777216000 | elapsed time per iteration (s): 0.38 | learning rate: 3.078E-05 | global batch size:   256 | lm loss: 3.188874E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.434 | TFLOPs: 31.85 |
0: steps: 32000 loss: 3.2167 iter time (s): 0.371 samples/sec: 689.599
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 32000 | lm loss value: 3.742996E+00 | lm loss PPL: 4.222428E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   32000 to checkpoints_146m20b100m
0: [2023-03-14 15:08:13,884] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step32000 is begin to save!
0: [2023-03-14 15:08:13,887] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step32000/layer_01-model_00-model_states.pt...
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1: [2023-03-14 15:08:14,258] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:08:14,258] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
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1: [2023-03-14 15:08:14,259] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
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1: [2023-03-14 15:08:14,259] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
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1: [2023-03-14 15:08:14,260] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
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1: [2023-03-14 15:08:14,262] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
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0: [2023-03-14 15:08:14,262] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt
0: [2023-03-14 15:08:14,262] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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0: [2023-03-14 15:08:14,263] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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1: [2023-03-14 15:08:14,264] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 15:08:14,264] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 15:08:14,264] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 15:08:14,265] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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0: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt
0: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
0: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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6: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt
6: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:08:14,281] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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6: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 15:08:14,281] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
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4: [2023-03-14 15:08:14,292] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
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4: [2023-03-14 15:08:14,292] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
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4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,292] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 15:08:14,293] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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5: [2023-03-14 15:08:14,294] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
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5: [2023-03-14 15:08:14,294] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 15:08:14,294] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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2: [2023-03-14 15:08:14,294] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
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2: [2023-03-14 15:08:14,295] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 15:08:14,295] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
3: [2023-03-14 15:08:14,296] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,298] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:08:14,298] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,298] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,298] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,299] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step32000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 15:08:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
7: [2023-03-14 15:08:14,299] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step32000 is ready now!
0:   successfully saved checkpoint at iteration   32000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 420.89
7:  iteration    32010/   37905 | consumed samples:      8194560 | consumed tokens:  16782458880 | elapsed time per iteration (s): 0.43 | learning rate: 3.074E-05 | global batch size:   256 | lm loss: 3.185365E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 600.279 | TFLOPs: 28.02 |
7:  iteration    32020/   37905 | consumed samples:      8197120 | consumed tokens:  16787701760 | elapsed time per iteration (s): 0.38 | learning rate: 3.070E-05 | global batch size:   256 | lm loss: 3.181928E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.556 | TFLOPs: 31.77 |
7:  iteration    32030/   37905 | consumed samples:      8199680 | consumed tokens:  16792944640 | elapsed time per iteration (s): 0.37 | learning rate: 3.067E-05 | global batch size:   256 | lm loss: 3.181894E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.421 | TFLOPs: 31.99 |
7:  iteration    32040/   37905 | consumed samples:      8202240 | consumed tokens:  16798187520 | elapsed time per iteration (s): 0.37 | learning rate: 3.063E-05 | global batch size:   256 | lm loss: 3.182187E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.344 | TFLOPs: 32.27 |
7:  iteration    32050/   37905 | consumed samples:      8204800 | consumed tokens:  16803430400 | elapsed time per iteration (s): 0.37 | learning rate: 3.060E-05 | global batch size:   256 | lm loss: 3.185988E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.160 | TFLOPs: 32.26 |
7:  iteration    32060/   37905 | consumed samples:      8207360 | consumed tokens:  16808673280 | elapsed time per iteration (s): 0.39 | learning rate: 3.056E-05 | global batch size:   256 | lm loss: 3.188401E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.113 | TFLOPs: 30.86 |
7:  iteration    32070/   37905 | consumed samples:      8209920 | consumed tokens:  16813916160 | elapsed time per iteration (s): 0.38 | learning rate: 3.053E-05 | global batch size:   256 | lm loss: 3.181266E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.743 | TFLOPs: 31.77 |
7:  iteration    32080/   37905 | consumed samples:      8212480 | consumed tokens:  16819159040 | elapsed time per iteration (s): 0.37 | learning rate: 3.049E-05 | global batch size:   256 | lm loss: 3.191546E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.529 | TFLOPs: 32.04 |
7:  iteration    32090/   37905 | consumed samples:      8215040 | consumed tokens:  16824401920 | elapsed time per iteration (s): 0.37 | learning rate: 3.046E-05 | global batch size:   256 | lm loss: 3.190161E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.733 | TFLOPs: 31.87 |
7:  iteration    32100/   37905 | consumed samples:      8217600 | consumed tokens:  16829644800 | elapsed time per iteration (s): 0.37 | learning rate: 3.042E-05 | global batch size:   256 | lm loss: 3.189776E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.040 | TFLOPs: 32.02 |
7:  iteration    32110/   37905 | consumed samples:      8220160 | consumed tokens:  16834887680 | elapsed time per iteration (s): 0.37 | learning rate: 3.039E-05 | global batch size:   256 | lm loss: 3.196113E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.316 | TFLOPs: 32.13 |
7:  iteration    32120/   37905 | consumed samples:      8222720 | consumed tokens:  16840130560 | elapsed time per iteration (s): 0.37 | learning rate: 3.035E-05 | global batch size:   256 | lm loss: 3.177299E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.600 | TFLOPs: 32.05 |
7:  iteration    32130/   37905 | consumed samples:      8225280 | consumed tokens:  16845373440 | elapsed time per iteration (s): 0.37 | learning rate: 3.032E-05 | global batch size:   256 | lm loss: 3.199187E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.644 | TFLOPs: 31.96 |
7:  iteration    32140/   37905 | consumed samples:      8227840 | consumed tokens:  16850616320 | elapsed time per iteration (s): 0.37 | learning rate: 3.028E-05 | global batch size:   256 | lm loss: 3.190633E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.553 | TFLOPs: 32.00 |
7:  iteration    32150/   37905 | consumed samples:      8230400 | consumed tokens:  16855859200 | elapsed time per iteration (s): 0.38 | learning rate: 3.025E-05 | global batch size:   256 | lm loss: 3.175097E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.086 | TFLOPs: 31.74 |
7:  iteration    32160/   37905 | consumed samples:      8232960 | consumed tokens:  16861102080 | elapsed time per iteration (s): 0.38 | learning rate: 3.021E-05 | global batch size:   256 | lm loss: 3.181291E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.219 | TFLOPs: 31.75 |
7:  iteration    32170/   37905 | consumed samples:      8235520 | consumed tokens:  16866344960 | elapsed time per iteration (s): 0.39 | learning rate: 3.018E-05 | global batch size:   256 | lm loss: 3.180864E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.043 | TFLOPs: 30.86 |
7:  iteration    32180/   37905 | consumed samples:      8238080 | consumed tokens:  16871587840 | elapsed time per iteration (s): 0.38 | learning rate: 3.014E-05 | global batch size:   256 | lm loss: 3.187240E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.732 | TFLOPs: 31.45 |
7:  iteration    32190/   37905 | consumed samples:      8240640 | consumed tokens:  16876830720 | elapsed time per iteration (s): 0.39 | learning rate: 3.011E-05 | global batch size:   256 | lm loss: 3.195551E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 661.546 | TFLOPs: 30.88 |
7:  iteration    32200/   37905 | consumed samples:      8243200 | consumed tokens:  16882073600 | elapsed time per iteration (s): 0.39 | learning rate: 3.007E-05 | global batch size:   256 | lm loss: 3.185116E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 662.847 | TFLOPs: 30.94 |
7:  iteration    32210/   37905 | consumed samples:      8245760 | consumed tokens:  16887316480 | elapsed time per iteration (s): 0.37 | learning rate: 3.004E-05 | global batch size:   256 | lm loss: 3.205522E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.539 | TFLOPs: 31.91 |
7:  iteration    32220/   37905 | consumed samples:      8248320 | consumed tokens:  16892559360 | elapsed time per iteration (s): 0.37 | learning rate: 3.000E-05 | global batch size:   256 | lm loss: 3.190933E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.433 | TFLOPs: 31.99 |
7:  iteration    32230/   37905 | consumed samples:      8250880 | consumed tokens:  16897802240 | elapsed time per iteration (s): 0.37 | learning rate: 2.997E-05 | global batch size:   256 | lm loss: 3.178717E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.355 | TFLOPs: 31.99 |
7:  iteration    32240/   37905 | consumed samples:      8253440 | consumed tokens:  16903045120 | elapsed time per iteration (s): 0.37 | learning rate: 2.993E-05 | global batch size:   256 | lm loss: 3.187218E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.623 | TFLOPs: 32.28 |
7:  iteration    32250/   37905 | consumed samples:      8256000 | consumed tokens:  16908288000 | elapsed time per iteration (s): 0.38 | learning rate: 2.990E-05 | global batch size:   256 | lm loss: 3.196659E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.720 | TFLOPs: 31.26 |
7:  iteration    32260/   37905 | consumed samples:      8258560 | consumed tokens:  16913530880 | elapsed time per iteration (s): 0.37 | learning rate: 2.986E-05 | global batch size:   256 | lm loss: 3.194646E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.695 | TFLOPs: 32.01 |
7:  iteration    32270/   37905 | consumed samples:      8261120 | consumed tokens:  16918773760 | elapsed time per iteration (s): 0.37 | learning rate: 2.983E-05 | global batch size:   256 | lm loss: 3.168988E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.548 | TFLOPs: 32.28 |
7:  iteration    32280/   37905 | consumed samples:      8263680 | consumed tokens:  16924016640 | elapsed time per iteration (s): 0.37 | learning rate: 2.980E-05 | global batch size:   256 | lm loss: 3.194888E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.231 | TFLOPs: 32.03 |
7:  iteration    32290/   37905 | consumed samples:      8266240 | consumed tokens:  16929259520 | elapsed time per iteration (s): 0.37 | learning rate: 2.976E-05 | global batch size:   256 | lm loss: 3.178342E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.401 | TFLOPs: 32.04 |
7:  iteration    32300/   37905 | consumed samples:      8268800 | consumed tokens:  16934502400 | elapsed time per iteration (s): 0.38 | learning rate: 2.973E-05 | global batch size:   256 | lm loss: 3.190774E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.910 | TFLOPs: 31.74 |
7:  iteration    32310/   37905 | consumed samples:      8271360 | consumed tokens:  16939745280 | elapsed time per iteration (s): 0.37 | learning rate: 2.969E-05 | global batch size:   256 | lm loss: 3.182384E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.951 | TFLOPs: 31.97 |
7:  iteration    32320/   37905 | consumed samples:      8273920 | consumed tokens:  16944988160 | elapsed time per iteration (s): 0.37 | learning rate: 2.966E-05 | global batch size:   256 | lm loss: 3.196851E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.655 | TFLOPs: 31.91 |
7:  iteration    32330/   37905 | consumed samples:      8276480 | consumed tokens:  16950231040 | elapsed time per iteration (s): 0.37 | learning rate: 2.963E-05 | global batch size:   256 | lm loss: 3.176096E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.104 | TFLOPs: 32.26 |
7:  iteration    32340/   37905 | consumed samples:      8279040 | consumed tokens:  16955473920 | elapsed time per iteration (s): 0.37 | learning rate: 2.959E-05 | global batch size:   256 | lm loss: 3.191980E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.115 | TFLOPs: 32.26 |
7:  iteration    32350/   37905 | consumed samples:      8281600 | consumed tokens:  16960716800 | elapsed time per iteration (s): 0.37 | learning rate: 2.956E-05 | global batch size:   256 | lm loss: 3.206826E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.279 | TFLOPs: 31.94 |
7:  iteration    32360/   37905 | consumed samples:      8284160 | consumed tokens:  16965959680 | elapsed time per iteration (s): 0.37 | learning rate: 2.952E-05 | global batch size:   256 | lm loss: 3.189864E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.534 | TFLOPs: 32.28 |
7:  iteration    32370/   37905 | consumed samples:      8286720 | consumed tokens:  16971202560 | elapsed time per iteration (s): 0.37 | learning rate: 2.949E-05 | global batch size:   256 | lm loss: 3.202370E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.261 | TFLOPs: 32.27 |
7:  iteration    32380/   37905 | consumed samples:      8289280 | consumed tokens:  16976445440 | elapsed time per iteration (s): 0.37 | learning rate: 2.946E-05 | global batch size:   256 | lm loss: 3.179054E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.246 | TFLOPs: 32.26 |
7:  iteration    32390/   37905 | consumed samples:      8291840 | consumed tokens:  16981688320 | elapsed time per iteration (s): 0.37 | learning rate: 2.942E-05 | global batch size:   256 | lm loss: 3.185027E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.243 | TFLOPs: 32.26 |
7:  iteration    32400/   37905 | consumed samples:      8294400 | consumed tokens:  16986931200 | elapsed time per iteration (s): 0.37 | learning rate: 2.939E-05 | global batch size:   256 | lm loss: 3.174773E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.088 | TFLOPs: 32.21 |
7:  iteration    32410/   37905 | consumed samples:      8296960 | consumed tokens:  16992174080 | elapsed time per iteration (s): 0.37 | learning rate: 2.936E-05 | global batch size:   256 | lm loss: 3.201051E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.592 | TFLOPs: 32.28 |
7:  iteration    32420/   37905 | consumed samples:      8299520 | consumed tokens:  16997416960 | elapsed time per iteration (s): 0.37 | learning rate: 2.932E-05 | global batch size:   256 | lm loss: 3.180560E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.200 | TFLOPs: 31.98 |
7:  iteration    32430/   37905 | consumed samples:      8302080 | consumed tokens:  17002659840 | elapsed time per iteration (s): 0.37 | learning rate: 2.929E-05 | global batch size:   256 | lm loss: 3.162288E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.624 | TFLOPs: 31.96 |
7:  iteration    32440/   37905 | consumed samples:      8304640 | consumed tokens:  17007902720 | elapsed time per iteration (s): 0.38 | learning rate: 2.926E-05 | global batch size:   256 | lm loss: 3.189361E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.804 | TFLOPs: 31.45 |
7:  iteration    32450/   37905 | consumed samples:      8307200 | consumed tokens:  17013145600 | elapsed time per iteration (s): 0.38 | learning rate: 2.922E-05 | global batch size:   256 | lm loss: 3.188278E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.106 | TFLOPs: 31.51 |
7:  iteration    32460/   37905 | consumed samples:      8309760 | consumed tokens:  17018388480 | elapsed time per iteration (s): 0.41 | learning rate: 2.919E-05 | global batch size:   256 | lm loss: 3.182222E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 617.895 | TFLOPs: 28.84 |
7:  iteration    32470/   37905 | consumed samples:      8312320 | consumed tokens:  17023631360 | elapsed time per iteration (s): 0.38 | learning rate: 2.916E-05 | global batch size:   256 | lm loss: 3.180575E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.952 | TFLOPs: 31.83 |
7:  iteration    32480/   37905 | consumed samples:      8314880 | consumed tokens:  17028874240 | elapsed time per iteration (s): 0.37 | learning rate: 2.912E-05 | global batch size:   256 | lm loss: 3.184496E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.388 | TFLOPs: 32.04 |
7:  iteration    32490/   37905 | consumed samples:      8317440 | consumed tokens:  17034117120 | elapsed time per iteration (s): 0.37 | learning rate: 2.909E-05 | global batch size:   256 | lm loss: 3.191630E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.304 | TFLOPs: 31.89 |
7:  iteration    32500/   37905 | consumed samples:      8320000 | consumed tokens:  17039360000 | elapsed time per iteration (s): 0.38 | learning rate: 2.906E-05 | global batch size:   256 | lm loss: 3.188897E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.975 | TFLOPs: 31.74 |
7:  iteration    32510/   37905 | consumed samples:      8322560 | consumed tokens:  17044602880 | elapsed time per iteration (s): 0.38 | learning rate: 2.903E-05 | global batch size:   256 | lm loss: 3.176484E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.337 | TFLOPs: 31.57 |
7:  iteration    32520/   37905 | consumed samples:      8325120 | consumed tokens:  17049845760 | elapsed time per iteration (s): 0.38 | learning rate: 2.899E-05 | global batch size:   256 | lm loss: 3.186979E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.378 | TFLOPs: 31.76 |
7:  iteration    32530/   37905 | consumed samples:      8327680 | consumed tokens:  17055088640 | elapsed time per iteration (s): 0.38 | learning rate: 2.896E-05 | global batch size:   256 | lm loss: 3.173961E+00 | grad norm: 0.242 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.837 | TFLOPs: 31.83 |
7:  iteration    32540/   37905 | consumed samples:      8330240 | consumed tokens:  17060331520 | elapsed time per iteration (s): 0.38 | learning rate: 2.893E-05 | global batch size:   256 | lm loss: 3.181406E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.905 | TFLOPs: 31.64 |
7:  iteration    32550/   37905 | consumed samples:      8332800 | consumed tokens:  17065574400 | elapsed time per iteration (s): 0.37 | learning rate: 2.889E-05 | global batch size:   256 | lm loss: 3.179961E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.919 | TFLOPs: 31.97 |
7:  iteration    32560/   37905 | consumed samples:      8335360 | consumed tokens:  17070817280 | elapsed time per iteration (s): 0.38 | learning rate: 2.886E-05 | global batch size:   256 | lm loss: 3.178782E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.300 | TFLOPs: 31.24 |
7:  iteration    32570/   37905 | consumed samples:      8337920 | consumed tokens:  17076060160 | elapsed time per iteration (s): 0.37 | learning rate: 2.883E-05 | global batch size:   256 | lm loss: 3.184979E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.072 | TFLOPs: 32.02 |
7:  iteration    32580/   37905 | consumed samples:      8340480 | consumed tokens:  17081303040 | elapsed time per iteration (s): 0.37 | learning rate: 2.880E-05 | global batch size:   256 | lm loss: 3.183607E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.011 | TFLOPs: 31.88 |
7:  iteration    32590/   37905 | consumed samples:      8343040 | consumed tokens:  17086545920 | elapsed time per iteration (s): 0.39 | learning rate: 2.876E-05 | global batch size:   256 | lm loss: 3.182029E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.042 | TFLOPs: 31.00 |
7:  iteration    32600/   37905 | consumed samples:      8345600 | consumed tokens:  17091788800 | elapsed time per iteration (s): 0.38 | learning rate: 2.873E-05 | global batch size:   256 | lm loss: 3.183342E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.614 | TFLOPs: 31.72 |
7:  iteration    32610/   37905 | consumed samples:      8348160 | consumed tokens:  17097031680 | elapsed time per iteration (s): 0.37 | learning rate: 2.870E-05 | global batch size:   256 | lm loss: 3.185836E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.461 | TFLOPs: 32.13 |
7:  iteration    32620/   37905 | consumed samples:      8350720 | consumed tokens:  17102274560 | elapsed time per iteration (s): 0.38 | learning rate: 2.867E-05 | global batch size:   256 | lm loss: 3.179613E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.296 | TFLOPs: 31.52 |
7:  iteration    32630/   37905 | consumed samples:      8353280 | consumed tokens:  17107517440 | elapsed time per iteration (s): 0.38 | learning rate: 2.863E-05 | global batch size:   256 | lm loss: 3.185176E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.916 | TFLOPs: 31.78 |
7:  iteration    32640/   37905 | consumed samples:      8355840 | consumed tokens:  17112760320 | elapsed time per iteration (s): 0.37 | learning rate: 2.860E-05 | global batch size:   256 | lm loss: 3.196064E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.221 | TFLOPs: 31.89 |
7:  iteration    32650/   37905 | consumed samples:      8358400 | consumed tokens:  17118003200 | elapsed time per iteration (s): 0.38 | learning rate: 2.857E-05 | global batch size:   256 | lm loss: 3.189935E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 670.881 | TFLOPs: 31.31 |
7:  iteration    32660/   37905 | consumed samples:      8360960 | consumed tokens:  17123246080 | elapsed time per iteration (s): 0.38 | learning rate: 2.854E-05 | global batch size:   256 | lm loss: 3.201240E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.218 | TFLOPs: 31.75 |
7:  iteration    32670/   37905 | consumed samples:      8363520 | consumed tokens:  17128488960 | elapsed time per iteration (s): 0.38 | learning rate: 2.851E-05 | global batch size:   256 | lm loss: 3.185551E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.698 | TFLOPs: 31.77 |
7:  iteration    32680/   37905 | consumed samples:      8366080 | consumed tokens:  17133731840 | elapsed time per iteration (s): 0.38 | learning rate: 2.847E-05 | global batch size:   256 | lm loss: 3.183939E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.541 | TFLOPs: 31.39 |
7:  iteration    32690/   37905 | consumed samples:      8368640 | consumed tokens:  17138974720 | elapsed time per iteration (s): 0.38 | learning rate: 2.844E-05 | global batch size:   256 | lm loss: 3.184918E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.434 | TFLOPs: 31.71 |
7:  iteration    32700/   37905 | consumed samples:      8371200 | consumed tokens:  17144217600 | elapsed time per iteration (s): 0.38 | learning rate: 2.841E-05 | global batch size:   256 | lm loss: 3.194265E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.996 | TFLOPs: 31.65 |
7:  iteration    32710/   37905 | consumed samples:      8373760 | consumed tokens:  17149460480 | elapsed time per iteration (s): 0.37 | learning rate: 2.838E-05 | global batch size:   256 | lm loss: 3.191255E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.033 | TFLOPs: 31.93 |
7:  iteration    32720/   37905 | consumed samples:      8376320 | consumed tokens:  17154703360 | elapsed time per iteration (s): 0.38 | learning rate: 2.835E-05 | global batch size:   256 | lm loss: 3.196981E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.883 | TFLOPs: 31.08 |
7:  iteration    32730/   37905 | consumed samples:      8378880 | consumed tokens:  17159946240 | elapsed time per iteration (s): 0.37 | learning rate: 2.832E-05 | global batch size:   256 | lm loss: 3.183575E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.748 | TFLOPs: 31.96 |
7:  iteration    32740/   37905 | consumed samples:      8381440 | consumed tokens:  17165189120 | elapsed time per iteration (s): 0.37 | learning rate: 2.828E-05 | global batch size:   256 | lm loss: 3.181107E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.490 | TFLOPs: 31.90 |
7:  iteration    32750/   37905 | consumed samples:      8384000 | consumed tokens:  17170432000 | elapsed time per iteration (s): 0.37 | learning rate: 2.825E-05 | global batch size:   256 | lm loss: 3.187933E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.683 | TFLOPs: 32.24 |
7:  iteration    32760/   37905 | consumed samples:      8386560 | consumed tokens:  17175674880 | elapsed time per iteration (s): 0.37 | learning rate: 2.822E-05 | global batch size:   256 | lm loss: 3.183093E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.065 | TFLOPs: 31.93 |
7:  iteration    32770/   37905 | consumed samples:      8389120 | consumed tokens:  17180917760 | elapsed time per iteration (s): 0.38 | learning rate: 2.819E-05 | global batch size:   256 | lm loss: 3.178889E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.844 | TFLOPs: 31.69 |
7:  iteration    32780/   37905 | consumed samples:      8391680 | consumed tokens:  17186160640 | elapsed time per iteration (s): 0.39 | learning rate: 2.816E-05 | global batch size:   256 | lm loss: 3.178358E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 650.996 | TFLOPs: 30.39 |
7:  iteration    32790/   37905 | consumed samples:      8394240 | consumed tokens:  17191403520 | elapsed time per iteration (s): 0.37 | learning rate: 2.813E-05 | global batch size:   256 | lm loss: 3.183625E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.506 | TFLOPs: 32.04 |
7:  iteration    32800/   37905 | consumed samples:      8396800 | consumed tokens:  17196646400 | elapsed time per iteration (s): 0.38 | learning rate: 2.810E-05 | global batch size:   256 | lm loss: 3.177824E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.159 | TFLOPs: 31.75 |
7:  iteration    32810/   37905 | consumed samples:      8399360 | consumed tokens:  17201889280 | elapsed time per iteration (s): 0.38 | learning rate: 2.806E-05 | global batch size:   256 | lm loss: 3.175235E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.841 | TFLOPs: 31.73 |
7:  iteration    32820/   37905 | consumed samples:      8401920 | consumed tokens:  17207132160 | elapsed time per iteration (s): 0.38 | learning rate: 2.803E-05 | global batch size:   256 | lm loss: 3.183238E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.027 | TFLOPs: 31.79 |
7:  iteration    32830/   37905 | consumed samples:      8404480 | consumed tokens:  17212375040 | elapsed time per iteration (s): 0.37 | learning rate: 2.800E-05 | global batch size:   256 | lm loss: 3.192406E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.914 | TFLOPs: 32.02 |
7:  iteration    32840/   37905 | consumed samples:      8407040 | consumed tokens:  17217617920 | elapsed time per iteration (s): 0.37 | learning rate: 2.797E-05 | global batch size:   256 | lm loss: 3.176474E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.103 | TFLOPs: 32.02 |
7:  iteration    32850/   37905 | consumed samples:      8409600 | consumed tokens:  17222860800 | elapsed time per iteration (s): 0.37 | learning rate: 2.794E-05 | global batch size:   256 | lm loss: 3.186734E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.631 | TFLOPs: 32.05 |
7:  iteration    32860/   37905 | consumed samples:      8412160 | consumed tokens:  17228103680 | elapsed time per iteration (s): 0.37 | learning rate: 2.791E-05 | global batch size:   256 | lm loss: 3.175823E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.959 | TFLOPs: 31.97 |
7:  iteration    32870/   37905 | consumed samples:      8414720 | consumed tokens:  17233346560 | elapsed time per iteration (s): 0.37 | learning rate: 2.788E-05 | global batch size:   256 | lm loss: 3.190372E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.820 | TFLOPs: 31.87 |
7:  iteration    32880/   37905 | consumed samples:      8417280 | consumed tokens:  17238589440 | elapsed time per iteration (s): 0.37 | learning rate: 2.785E-05 | global batch size:   256 | lm loss: 3.183317E+00 | grad norm: 0.248 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.546 | TFLOPs: 32.09 |
7:  iteration    32890/   37905 | consumed samples:      8419840 | consumed tokens:  17243832320 | elapsed time per iteration (s): 0.37 | learning rate: 2.782E-05 | global batch size:   256 | lm loss: 3.174207E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.563 | TFLOPs: 31.91 |
7:  iteration    32900/   37905 | consumed samples:      8422400 | consumed tokens:  17249075200 | elapsed time per iteration (s): 0.37 | learning rate: 2.779E-05 | global batch size:   256 | lm loss: 3.182393E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.364 | TFLOPs: 32.22 |
7:  iteration    32910/   37905 | consumed samples:      8424960 | consumed tokens:  17254318080 | elapsed time per iteration (s): 0.37 | learning rate: 2.776E-05 | global batch size:   256 | lm loss: 3.171873E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.805 | TFLOPs: 32.10 |
7:  iteration    32920/   37905 | consumed samples:      8427520 | consumed tokens:  17259560960 | elapsed time per iteration (s): 0.38 | learning rate: 2.772E-05 | global batch size:   256 | lm loss: 3.186490E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.749 | TFLOPs: 31.68 |
7:  iteration    32930/   37905 | consumed samples:      8430080 | consumed tokens:  17264803840 | elapsed time per iteration (s): 0.38 | learning rate: 2.769E-05 | global batch size:   256 | lm loss: 3.181630E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.851 | TFLOPs: 31.83 |
7:  iteration    32940/   37905 | consumed samples:      8432640 | consumed tokens:  17270046720 | elapsed time per iteration (s): 0.37 | learning rate: 2.766E-05 | global batch size:   256 | lm loss: 3.181265E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.842 | TFLOPs: 32.01 |
7:  iteration    32950/   37905 | consumed samples:      8435200 | consumed tokens:  17275289600 | elapsed time per iteration (s): 0.37 | learning rate: 2.763E-05 | global batch size:   256 | lm loss: 3.173883E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.761 | TFLOPs: 32.24 |
7:  iteration    32960/   37905 | consumed samples:      8437760 | consumed tokens:  17280532480 | elapsed time per iteration (s): 0.38 | learning rate: 2.760E-05 | global batch size:   256 | lm loss: 3.190148E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.239 | TFLOPs: 31.75 |
7:  iteration    32970/   37905 | consumed samples:      8440320 | consumed tokens:  17285775360 | elapsed time per iteration (s): 0.38 | learning rate: 2.757E-05 | global batch size:   256 | lm loss: 3.190656E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.347 | TFLOPs: 31.76 |
7:  iteration    32980/   37905 | consumed samples:      8442880 | consumed tokens:  17291018240 | elapsed time per iteration (s): 0.37 | learning rate: 2.754E-05 | global batch size:   256 | lm loss: 3.189056E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.386 | TFLOPs: 31.90 |
7:  iteration    32990/   37905 | consumed samples:      8445440 | consumed tokens:  17296261120 | elapsed time per iteration (s): 0.37 | learning rate: 2.751E-05 | global batch size:   256 | lm loss: 3.168592E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.152 | TFLOPs: 32.26 |
7:  iteration    33000/   37905 | consumed samples:      8448000 | consumed tokens:  17301504000 | elapsed time per iteration (s): 0.38 | learning rate: 2.748E-05 | global batch size:   256 | lm loss: 3.185550E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.021 | TFLOPs: 31.74 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 33000 | lm loss value: 3.752028E+00 | lm loss PPL: 4.260740E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   33000 to checkpoints_146m20b100m
0: [2023-03-14 15:14:30,190] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step33000 is begin to save!
0: [2023-03-14 15:14:30,195] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_01-model_00-model_states.pt...
0: [2023-03-14 15:14:30,288] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_01-model_00-model_states.pt.
0: [2023-03-14 15:14:30,289] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_03-model_00-model_states.pt...
0: [2023-03-14 15:14:30,305] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_03-model_00-model_states.pt.
0: [2023-03-14 15:14:30,305] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_04-model_00-model_states.pt...
0: [2023-03-14 15:14:30,321] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_04-model_00-model_states.pt.
0: [2023-03-14 15:14:30,322] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_05-model_00-model_states.pt...
0: [2023-03-14 15:14:30,337] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_05-model_00-model_states.pt.
0: [2023-03-14 15:14:30,337] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_06-model_00-model_states.pt...
0: [2023-03-14 15:14:30,352] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_06-model_00-model_states.pt.
0: [2023-03-14 15:14:30,353] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_07-model_00-model_states.pt...
0: [2023-03-14 15:14:30,368] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_07-model_00-model_states.pt.
0: [2023-03-14 15:14:30,368] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_08-model_00-model_states.pt...
0: [2023-03-14 15:14:30,383] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_08-model_00-model_states.pt.
0: [2023-03-14 15:14:30,384] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_09-model_00-model_states.pt...
0: [2023-03-14 15:14:30,399] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_09-model_00-model_states.pt.
0: [2023-03-14 15:14:30,399] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_10-model_00-model_states.pt...
0: [2023-03-14 15:14:30,414] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_10-model_00-model_states.pt.
0: [2023-03-14 15:14:30,414] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_11-model_00-model_states.pt...
0: [2023-03-14 15:14:30,429] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_11-model_00-model_states.pt.
0: [2023-03-14 15:14:30,430] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_12-model_00-model_states.pt...
0: [2023-03-14 15:14:30,445] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_12-model_00-model_states.pt.
0: [2023-03-14 15:14:30,445] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_13-model_00-model_states.pt...
0: [2023-03-14 15:14:30,460] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_13-model_00-model_states.pt.
0: [2023-03-14 15:14:30,460] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_14-model_00-model_states.pt...
0: [2023-03-14 15:14:30,476] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_14-model_00-model_states.pt.
0: [2023-03-14 15:14:30,476] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_15-model_00-model_states.pt...
0: [2023-03-14 15:14:30,491] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_15-model_00-model_states.pt.
0: [2023-03-14 15:14:30,491] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_16-model_00-model_states.pt...
0: [2023-03-14 15:14:30,506] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_16-model_00-model_states.pt.
0: [2023-03-14 15:14:30,507] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_17-model_00-model_states.pt...
0: [2023-03-14 15:14:30,522] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_17-model_00-model_states.pt.
0: [2023-03-14 15:14:30,522] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/layer_19-model_00-model_states.pt...
0: [2023-03-14 15:14:30,523] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/layer_19-model_00-model_states.pt.
0: [2023-03-14 15:14:30,524] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step33000/mp_rank_00_model_states.pt
0: [2023-03-14 15:14:30,524] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/mp_rank_00_model_states.pt...
0: [2023-03-14 15:14:30,526] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/mp_rank_00_model_states.pt.
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_22_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_54_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_52_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_50_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:14:30,544] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt...
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6: [2023-03-14 15:14:30,594] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:14:30,594] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt
6: [2023-03-14 15:14:30,594] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
6: [2023-03-14 15:14:30,594] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:14:30,594] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
6: [2023-03-14 15:14:30,594] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
0: [2023-03-14 15:14:30,605] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:14:30,605] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,622] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_32_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_33_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_36_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
4: [2023-03-14 15:14:30,623] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_35_mp_rank_00_optim_states.pt
4: [2023-03-14 15:14:30,623] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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5: [2023-03-14 15:14:30,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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5: [2023-03-14 15:14:30,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_43_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_30_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_25_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_29_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
3: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_28_mp_rank_00_optim_states.pt
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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3: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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5: [2023-03-14 15:14:30,626] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_41_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,626] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:14:30,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,627] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step33000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt
5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
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5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
5: [2023-03-14 15:14:30,627] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step33000 is ready now!
0:   successfully saved checkpoint at iteration   33000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 472.14
7:  iteration    33010/   37905 | consumed samples:      8450560 | consumed tokens:  17306746880 | elapsed time per iteration (s): 0.43 | learning rate: 2.745E-05 | global batch size:   256 | lm loss: 3.180309E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 588.631 | TFLOPs: 27.48 |
7:  iteration    33020/   37905 | consumed samples:      8453120 | consumed tokens:  17311989760 | elapsed time per iteration (s): 0.37 | learning rate: 2.742E-05 | global batch size:   256 | lm loss: 3.178314E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.086 | TFLOPs: 32.02 |
7:  iteration    33030/   37905 | consumed samples:      8455680 | consumed tokens:  17317232640 | elapsed time per iteration (s): 0.38 | learning rate: 2.739E-05 | global batch size:   256 | lm loss: 3.174100E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.488 | TFLOPs: 31.76 |
7:  iteration    33040/   37905 | consumed samples:      8458240 | consumed tokens:  17322475520 | elapsed time per iteration (s): 0.37 | learning rate: 2.736E-05 | global batch size:   256 | lm loss: 3.174363E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.795 | TFLOPs: 32.01 |
7:  iteration    33050/   37905 | consumed samples:      8460800 | consumed tokens:  17327718400 | elapsed time per iteration (s): 0.37 | learning rate: 2.733E-05 | global batch size:   256 | lm loss: 3.178514E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.708 | TFLOPs: 32.01 |
7:  iteration    33060/   37905 | consumed samples:      8463360 | consumed tokens:  17332961280 | elapsed time per iteration (s): 0.38 | learning rate: 2.730E-05 | global batch size:   256 | lm loss: 3.170233E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.131 | TFLOPs: 31.75 |
7:  iteration    33070/   37905 | consumed samples:      8465920 | consumed tokens:  17338204160 | elapsed time per iteration (s): 0.38 | learning rate: 2.727E-05 | global batch size:   256 | lm loss: 3.176345E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.343 | TFLOPs: 31.80 |
7:  iteration    33080/   37905 | consumed samples:      8468480 | consumed tokens:  17343447040 | elapsed time per iteration (s): 0.39 | learning rate: 2.724E-05 | global batch size:   256 | lm loss: 3.184393E+00 | grad norm: 0.246 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 664.896 | TFLOPs: 31.03 |
7:  iteration    33090/   37905 | consumed samples:      8471040 | consumed tokens:  17348689920 | elapsed time per iteration (s): 0.37 | learning rate: 2.721E-05 | global batch size:   256 | lm loss: 3.183135E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.359 | TFLOPs: 32.04 |
7:  iteration    33100/   37905 | consumed samples:      8473600 | consumed tokens:  17353932800 | elapsed time per iteration (s): 0.38 | learning rate: 2.718E-05 | global batch size:   256 | lm loss: 3.179535E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.323 | TFLOPs: 31.85 |
7:  iteration    33110/   37905 | consumed samples:      8476160 | consumed tokens:  17359175680 | elapsed time per iteration (s): 0.37 | learning rate: 2.715E-05 | global batch size:   256 | lm loss: 3.193246E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.121 | TFLOPs: 31.89 |
7:  iteration    33120/   37905 | consumed samples:      8478720 | consumed tokens:  17364418560 | elapsed time per iteration (s): 0.37 | learning rate: 2.713E-05 | global batch size:   256 | lm loss: 3.176925E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.304 | TFLOPs: 32.03 |
7:  iteration    33130/   37905 | consumed samples:      8481280 | consumed tokens:  17369661440 | elapsed time per iteration (s): 0.37 | learning rate: 2.710E-05 | global batch size:   256 | lm loss: 3.176585E+00 | grad norm: 0.243 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.310 | TFLOPs: 32.08 |
7:  iteration    33140/   37905 | consumed samples:      8483840 | consumed tokens:  17374904320 | elapsed time per iteration (s): 0.37 | learning rate: 2.707E-05 | global batch size:   256 | lm loss: 3.185049E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.918 | TFLOPs: 32.16 |
7:  iteration    33150/   37905 | consumed samples:      8486400 | consumed tokens:  17380147200 | elapsed time per iteration (s): 0.37 | learning rate: 2.704E-05 | global batch size:   256 | lm loss: 3.173334E+00 | grad norm: 0.236 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.435 | TFLOPs: 31.95 |
7:  iteration    33160/   37905 | consumed samples:      8488960 | consumed tokens:  17385390080 | elapsed time per iteration (s): 0.37 | learning rate: 2.701E-05 | global batch size:   256 | lm loss: 3.178651E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.702 | TFLOPs: 32.24 |
7:  iteration    33170/   37905 | consumed samples:      8491520 | consumed tokens:  17390632960 | elapsed time per iteration (s): 0.37 | learning rate: 2.698E-05 | global batch size:   256 | lm loss: 3.171153E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.201 | TFLOPs: 31.94 |
7:  iteration    33180/   37905 | consumed samples:      8494080 | consumed tokens:  17395875840 | elapsed time per iteration (s): 0.38 | learning rate: 2.695E-05 | global batch size:   256 | lm loss: 3.192690E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.426 | TFLOPs: 31.81 |
7:  iteration    33190/   37905 | consumed samples:      8496640 | consumed tokens:  17401118720 | elapsed time per iteration (s): 0.37 | learning rate: 2.692E-05 | global batch size:   256 | lm loss: 3.177067E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.610 | TFLOPs: 32.24 |
7:  iteration    33200/   37905 | consumed samples:      8499200 | consumed tokens:  17406361600 | elapsed time per iteration (s): 0.37 | learning rate: 2.689E-05 | global batch size:   256 | lm loss: 3.189482E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.750 | TFLOPs: 32.01 |
7:  iteration    33210/   37905 | consumed samples:      8501760 | consumed tokens:  17411604480 | elapsed time per iteration (s): 0.38 | learning rate: 2.686E-05 | global batch size:   256 | lm loss: 3.169392E+00 | grad norm: 0.249 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.307 | TFLOPs: 31.75 |
7:  iteration    33220/   37905 | consumed samples:      8504320 | consumed tokens:  17416847360 | elapsed time per iteration (s): 0.38 | learning rate: 2.683E-05 | global batch size:   256 | lm loss: 3.182420E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.847 | TFLOPs: 31.73 |
7:  iteration    33230/   37905 | consumed samples:      8506880 | consumed tokens:  17422090240 | elapsed time per iteration (s): 0.38 | learning rate: 2.681E-05 | global batch size:   256 | lm loss: 3.179442E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 674.613 | TFLOPs: 31.49 |
7:  iteration    33240/   37905 | consumed samples:      8509440 | consumed tokens:  17427333120 | elapsed time per iteration (s): 0.37 | learning rate: 2.678E-05 | global batch size:   256 | lm loss: 3.185061E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.254 | TFLOPs: 32.03 |
7:  iteration    33250/   37905 | consumed samples:      8512000 | consumed tokens:  17432576000 | elapsed time per iteration (s): 0.38 | learning rate: 2.675E-05 | global batch size:   256 | lm loss: 3.188801E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.362 | TFLOPs: 31.71 |
7:  iteration    33260/   37905 | consumed samples:      8514560 | consumed tokens:  17437818880 | elapsed time per iteration (s): 0.37 | learning rate: 2.672E-05 | global batch size:   256 | lm loss: 3.193084E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.029 | TFLOPs: 32.25 |
7:  iteration    33270/   37905 | consumed samples:      8517120 | consumed tokens:  17443061760 | elapsed time per iteration (s): 0.37 | learning rate: 2.669E-05 | global batch size:   256 | lm loss: 3.174576E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.523 | TFLOPs: 32.04 |
7:  iteration    33280/   37905 | consumed samples:      8519680 | consumed tokens:  17448304640 | elapsed time per iteration (s): 0.37 | learning rate: 2.666E-05 | global batch size:   256 | lm loss: 3.179403E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.640 | TFLOPs: 32.19 |
7:  iteration    33290/   37905 | consumed samples:      8522240 | consumed tokens:  17453547520 | elapsed time per iteration (s): 0.38 | learning rate: 2.663E-05 | global batch size:   256 | lm loss: 3.195520E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.480 | TFLOPs: 31.76 |
7:  iteration    33300/   37905 | consumed samples:      8524800 | consumed tokens:  17458790400 | elapsed time per iteration (s): 0.37 | learning rate: 2.661E-05 | global batch size:   256 | lm loss: 3.187100E+00 | grad norm: 0.240 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.439 | TFLOPs: 32.04 |
7:  iteration    33310/   37905 | consumed samples:      8527360 | consumed tokens:  17464033280 | elapsed time per iteration (s): 0.37 | learning rate: 2.658E-05 | global batch size:   256 | lm loss: 3.177140E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.879 | TFLOPs: 31.97 |
7:  iteration    33320/   37905 | consumed samples:      8529920 | consumed tokens:  17469276160 | elapsed time per iteration (s): 0.38 | learning rate: 2.655E-05 | global batch size:   256 | lm loss: 3.187594E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.994 | TFLOPs: 31.65 |
7:  iteration    33330/   37905 | consumed samples:      8532480 | consumed tokens:  17474519040 | elapsed time per iteration (s): 0.37 | learning rate: 2.652E-05 | global batch size:   256 | lm loss: 3.184012E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.195 | TFLOPs: 32.22 |
7:  iteration    33340/   37905 | consumed samples:      8535040 | consumed tokens:  17479761920 | elapsed time per iteration (s): 0.37 | learning rate: 2.649E-05 | global batch size:   256 | lm loss: 3.183257E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.035 | TFLOPs: 32.16 |
7:  iteration    33350/   37905 | consumed samples:      8537600 | consumed tokens:  17485004800 | elapsed time per iteration (s): 0.38 | learning rate: 2.647E-05 | global batch size:   256 | lm loss: 3.182849E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.208 | TFLOPs: 31.80 |
7:  iteration    33360/   37905 | consumed samples:      8540160 | consumed tokens:  17490247680 | elapsed time per iteration (s): 0.38 | learning rate: 2.644E-05 | global batch size:   256 | lm loss: 3.184113E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.170 | TFLOPs: 31.61 |
7:  iteration    33370/   37905 | consumed samples:      8542720 | consumed tokens:  17495490560 | elapsed time per iteration (s): 0.37 | learning rate: 2.641E-05 | global batch size:   256 | lm loss: 3.192036E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.374 | TFLOPs: 31.99 |
7:  iteration    33380/   37905 | consumed samples:      8545280 | consumed tokens:  17500733440 | elapsed time per iteration (s): 0.37 | learning rate: 2.638E-05 | global batch size:   256 | lm loss: 3.179207E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.637 | TFLOPs: 32.24 |
7:  iteration    33390/   37905 | consumed samples:      8547840 | consumed tokens:  17505976320 | elapsed time per iteration (s): 0.37 | learning rate: 2.635E-05 | global batch size:   256 | lm loss: 3.199375E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.384 | TFLOPs: 31.94 |
7:  iteration    33400/   37905 | consumed samples:      8550400 | consumed tokens:  17511219200 | elapsed time per iteration (s): 0.37 | learning rate: 2.633E-05 | global batch size:   256 | lm loss: 3.180307E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.375 | TFLOPs: 32.22 |
7:  iteration    33410/   37905 | consumed samples:      8552960 | consumed tokens:  17516462080 | elapsed time per iteration (s): 0.37 | learning rate: 2.630E-05 | global batch size:   256 | lm loss: 3.198033E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.753 | TFLOPs: 32.24 |
7:  iteration    33420/   37905 | consumed samples:      8555520 | consumed tokens:  17521704960 | elapsed time per iteration (s): 0.37 | learning rate: 2.627E-05 | global batch size:   256 | lm loss: 3.184774E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.751 | TFLOPs: 31.96 |
7:  iteration    33430/   37905 | consumed samples:      8558080 | consumed tokens:  17526947840 | elapsed time per iteration (s): 0.38 | learning rate: 2.624E-05 | global batch size:   256 | lm loss: 3.182206E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.628 | TFLOPs: 31.54 |
7:  iteration    33440/   37905 | consumed samples:      8560640 | consumed tokens:  17532190720 | elapsed time per iteration (s): 0.37 | learning rate: 2.622E-05 | global batch size:   256 | lm loss: 3.167984E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.637 | TFLOPs: 32.00 |
7:  iteration    33450/   37905 | consumed samples:      8563200 | consumed tokens:  17537433600 | elapsed time per iteration (s): 0.37 | learning rate: 2.619E-05 | global batch size:   256 | lm loss: 3.187178E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.164 | TFLOPs: 32.26 |
7:  iteration    33460/   37905 | consumed samples:      8565760 | consumed tokens:  17542676480 | elapsed time per iteration (s): 0.37 | learning rate: 2.616E-05 | global batch size:   256 | lm loss: 3.173320E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.638 | TFLOPs: 31.96 |
7:  iteration    33470/   37905 | consumed samples:      8568320 | consumed tokens:  17547919360 | elapsed time per iteration (s): 0.38 | learning rate: 2.613E-05 | global batch size:   256 | lm loss: 3.188808E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.524 | TFLOPs: 31.86 |
7:  iteration    33480/   37905 | consumed samples:      8570880 | consumed tokens:  17553162240 | elapsed time per iteration (s): 0.37 | learning rate: 2.611E-05 | global batch size:   256 | lm loss: 3.191706E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.202 | TFLOPs: 32.26 |
7:  iteration    33490/   37905 | consumed samples:      8573440 | consumed tokens:  17558405120 | elapsed time per iteration (s): 0.37 | learning rate: 2.608E-05 | global batch size:   256 | lm loss: 3.184921E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.075 | TFLOPs: 32.02 |
7:  iteration    33500/   37905 | consumed samples:      8576000 | consumed tokens:  17563648000 | elapsed time per iteration (s): 0.37 | learning rate: 2.605E-05 | global batch size:   256 | lm loss: 3.173373E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.266 | TFLOPs: 32.27 |
7:  iteration    33510/   37905 | consumed samples:      8578560 | consumed tokens:  17568890880 | elapsed time per iteration (s): 0.37 | learning rate: 2.602E-05 | global batch size:   256 | lm loss: 3.181516E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.225 | TFLOPs: 32.26 |
7:  iteration    33520/   37905 | consumed samples:      8581120 | consumed tokens:  17574133760 | elapsed time per iteration (s): 0.37 | learning rate: 2.600E-05 | global batch size:   256 | lm loss: 3.177811E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.953 | TFLOPs: 31.92 |
7:  iteration    33530/   37905 | consumed samples:      8583680 | consumed tokens:  17579376640 | elapsed time per iteration (s): 0.37 | learning rate: 2.597E-05 | global batch size:   256 | lm loss: 3.171691E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.159 | TFLOPs: 32.26 |
7:  iteration    33540/   37905 | consumed samples:      8586240 | consumed tokens:  17584619520 | elapsed time per iteration (s): 0.37 | learning rate: 2.594E-05 | global batch size:   256 | lm loss: 3.181224E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.391 | TFLOPs: 31.99 |
7:  iteration    33550/   37905 | consumed samples:      8588800 | consumed tokens:  17589862400 | elapsed time per iteration (s): 0.37 | learning rate: 2.592E-05 | global batch size:   256 | lm loss: 3.192243E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.859 | TFLOPs: 32.25 |
7:  iteration    33560/   37905 | consumed samples:      8591360 | consumed tokens:  17595105280 | elapsed time per iteration (s): 0.37 | learning rate: 2.589E-05 | global batch size:   256 | lm loss: 3.181150E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.028 | TFLOPs: 32.02 |
7:  iteration    33570/   37905 | consumed samples:      8593920 | consumed tokens:  17600348160 | elapsed time per iteration (s): 0.37 | learning rate: 2.586E-05 | global batch size:   256 | lm loss: 3.168373E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.112 | TFLOPs: 31.89 |
7:  iteration    33580/   37905 | consumed samples:      8596480 | consumed tokens:  17605591040 | elapsed time per iteration (s): 0.37 | learning rate: 2.584E-05 | global batch size:   256 | lm loss: 3.192288E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.307 | TFLOPs: 32.27 |
7:  iteration    33590/   37905 | consumed samples:      8599040 | consumed tokens:  17610833920 | elapsed time per iteration (s): 0.37 | learning rate: 2.581E-05 | global batch size:   256 | lm loss: 3.177693E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.211 | TFLOPs: 32.26 |
7:  iteration    33600/   37905 | consumed samples:      8601600 | consumed tokens:  17616076800 | elapsed time per iteration (s): 0.37 | learning rate: 2.578E-05 | global batch size:   256 | lm loss: 3.181984E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.007 | TFLOPs: 31.97 |
7:  iteration    33610/   37905 | consumed samples:      8604160 | consumed tokens:  17621319680 | elapsed time per iteration (s): 0.38 | learning rate: 2.576E-05 | global batch size:   256 | lm loss: 3.194674E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.888 | TFLOPs: 31.83 |
7:  iteration    33620/   37905 | consumed samples:      8606720 | consumed tokens:  17626562560 | elapsed time per iteration (s): 0.37 | learning rate: 2.573E-05 | global batch size:   256 | lm loss: 3.155068E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.415 | TFLOPs: 32.27 |
7:  iteration    33630/   37905 | consumed samples:      8609280 | consumed tokens:  17631805440 | elapsed time per iteration (s): 0.38 | learning rate: 2.570E-05 | global batch size:   256 | lm loss: 3.179385E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.294 | TFLOPs: 31.85 |
7:  iteration    33640/   37905 | consumed samples:      8611840 | consumed tokens:  17637048320 | elapsed time per iteration (s): 0.37 | learning rate: 2.568E-05 | global batch size:   256 | lm loss: 3.169484E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.266 | TFLOPs: 32.03 |
7:  iteration    33650/   37905 | consumed samples:      8614400 | consumed tokens:  17642291200 | elapsed time per iteration (s): 0.37 | learning rate: 2.565E-05 | global batch size:   256 | lm loss: 3.187467E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.633 | TFLOPs: 32.24 |
7:  iteration    33660/   37905 | consumed samples:      8616960 | consumed tokens:  17647534080 | elapsed time per iteration (s): 0.38 | learning rate: 2.562E-05 | global batch size:   256 | lm loss: 3.182624E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.278 | TFLOPs: 31.24 |
7:  iteration    33670/   37905 | consumed samples:      8619520 | consumed tokens:  17652776960 | elapsed time per iteration (s): 0.37 | learning rate: 2.560E-05 | global batch size:   256 | lm loss: 3.180402E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.093 | TFLOPs: 32.26 |
7:  iteration    33680/   37905 | consumed samples:      8622080 | consumed tokens:  17658019840 | elapsed time per iteration (s): 0.37 | learning rate: 2.557E-05 | global batch size:   256 | lm loss: 3.186298E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.032 | TFLOPs: 32.25 |
7:  iteration    33690/   37905 | consumed samples:      8624640 | consumed tokens:  17663262720 | elapsed time per iteration (s): 0.37 | learning rate: 2.555E-05 | global batch size:   256 | lm loss: 3.195176E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.103 | TFLOPs: 31.98 |
7:  iteration    33700/   37905 | consumed samples:      8627200 | consumed tokens:  17668505600 | elapsed time per iteration (s): 0.38 | learning rate: 2.552E-05 | global batch size:   256 | lm loss: 3.179008E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 667.382 | TFLOPs: 31.15 |
7:  iteration    33710/   37905 | consumed samples:      8629760 | consumed tokens:  17673748480 | elapsed time per iteration (s): 0.37 | learning rate: 2.549E-05 | global batch size:   256 | lm loss: 3.175849E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.731 | TFLOPs: 32.24 |
7:  iteration    33720/   37905 | consumed samples:      8632320 | consumed tokens:  17678991360 | elapsed time per iteration (s): 0.38 | learning rate: 2.547E-05 | global batch size:   256 | lm loss: 3.168524E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.789 | TFLOPs: 31.82 |
7:  iteration    33730/   37905 | consumed samples:      8634880 | consumed tokens:  17684234240 | elapsed time per iteration (s): 0.37 | learning rate: 2.544E-05 | global batch size:   256 | lm loss: 3.177955E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.750 | TFLOPs: 32.01 |
7:  iteration    33740/   37905 | consumed samples:      8637440 | consumed tokens:  17689477120 | elapsed time per iteration (s): 0.37 | learning rate: 2.542E-05 | global batch size:   256 | lm loss: 3.192231E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.614 | TFLOPs: 32.24 |
7:  iteration    33750/   37905 | consumed samples:      8640000 | consumed tokens:  17694720000 | elapsed time per iteration (s): 0.37 | learning rate: 2.539E-05 | global batch size:   256 | lm loss: 3.170345E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.229 | TFLOPs: 31.98 |
7:  iteration    33760/   37905 | consumed samples:      8642560 | consumed tokens:  17699962880 | elapsed time per iteration (s): 0.37 | learning rate: 2.536E-05 | global batch size:   256 | lm loss: 3.181057E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.995 | TFLOPs: 32.11 |
7:  iteration    33770/   37905 | consumed samples:      8645120 | consumed tokens:  17705205760 | elapsed time per iteration (s): 0.37 | learning rate: 2.534E-05 | global batch size:   256 | lm loss: 3.171509E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.699 | TFLOPs: 32.24 |
7:  iteration    33780/   37905 | consumed samples:      8647680 | consumed tokens:  17710448640 | elapsed time per iteration (s): 0.37 | learning rate: 2.531E-05 | global batch size:   256 | lm loss: 3.180718E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.908 | TFLOPs: 32.25 |
7:  iteration    33790/   37905 | consumed samples:      8650240 | consumed tokens:  17715691520 | elapsed time per iteration (s): 0.37 | learning rate: 2.529E-05 | global batch size:   256 | lm loss: 3.183930E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.864 | TFLOPs: 32.25 |
7:  iteration    33800/   37905 | consumed samples:      8652800 | consumed tokens:  17720934400 | elapsed time per iteration (s): 0.37 | learning rate: 2.526E-05 | global batch size:   256 | lm loss: 3.169201E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.731 | TFLOPs: 32.24 |
7:  iteration    33810/   37905 | consumed samples:      8655360 | consumed tokens:  17726177280 | elapsed time per iteration (s): 0.38 | learning rate: 2.524E-05 | global batch size:   256 | lm loss: 3.189299E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.546 | TFLOPs: 31.67 |
7:  iteration    33820/   37905 | consumed samples:      8657920 | consumed tokens:  17731420160 | elapsed time per iteration (s): 0.37 | learning rate: 2.521E-05 | global batch size:   256 | lm loss: 3.186812E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.826 | TFLOPs: 32.01 |
7:  iteration    33830/   37905 | consumed samples:      8660480 | consumed tokens:  17736663040 | elapsed time per iteration (s): 0.37 | learning rate: 2.519E-05 | global batch size:   256 | lm loss: 3.192023E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.933 | TFLOPs: 32.30 |
7:  iteration    33840/   37905 | consumed samples:      8663040 | consumed tokens:  17741905920 | elapsed time per iteration (s): 0.37 | learning rate: 2.516E-05 | global batch size:   256 | lm loss: 3.180525E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.342 | TFLOPs: 31.99 |
7:  iteration    33850/   37905 | consumed samples:      8665600 | consumed tokens:  17747148800 | elapsed time per iteration (s): 0.37 | learning rate: 2.514E-05 | global batch size:   256 | lm loss: 3.179666E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.477 | TFLOPs: 32.00 |
7:  iteration    33860/   37905 | consumed samples:      8668160 | consumed tokens:  17752391680 | elapsed time per iteration (s): 0.37 | learning rate: 2.511E-05 | global batch size:   256 | lm loss: 3.174096E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.582 | TFLOPs: 32.28 |
7:  iteration    33870/   37905 | consumed samples:      8670720 | consumed tokens:  17757634560 | elapsed time per iteration (s): 0.37 | learning rate: 2.509E-05 | global batch size:   256 | lm loss: 3.180217E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.222 | TFLOPs: 32.03 |
7:  iteration    33880/   37905 | consumed samples:      8673280 | consumed tokens:  17762877440 | elapsed time per iteration (s): 0.37 | learning rate: 2.506E-05 | global batch size:   256 | lm loss: 3.181250E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.157 | TFLOPs: 31.98 |
7:  iteration    33890/   37905 | consumed samples:      8675840 | consumed tokens:  17768120320 | elapsed time per iteration (s): 0.38 | learning rate: 2.504E-05 | global batch size:   256 | lm loss: 3.191939E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.130 | TFLOPs: 31.75 |
7:  iteration    33900/   37905 | consumed samples:      8678400 | consumed tokens:  17773363200 | elapsed time per iteration (s): 0.39 | learning rate: 2.501E-05 | global batch size:   256 | lm loss: 3.176288E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.003 | TFLOPs: 30.95 |
7:  iteration    33910/   37905 | consumed samples:      8680960 | consumed tokens:  17778606080 | elapsed time per iteration (s): 0.37 | learning rate: 2.499E-05 | global batch size:   256 | lm loss: 3.181258E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.777 | TFLOPs: 32.15 |
7:  iteration    33920/   37905 | consumed samples:      8683520 | consumed tokens:  17783848960 | elapsed time per iteration (s): 0.37 | learning rate: 2.496E-05 | global batch size:   256 | lm loss: 3.190437E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.723 | TFLOPs: 32.29 |
7:  iteration    33930/   37905 | consumed samples:      8686080 | consumed tokens:  17789091840 | elapsed time per iteration (s): 0.38 | learning rate: 2.494E-05 | global batch size:   256 | lm loss: 3.186881E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 672.812 | TFLOPs: 31.40 |
7:  iteration    33940/   37905 | consumed samples:      8688640 | consumed tokens:  17794334720 | elapsed time per iteration (s): 0.37 | learning rate: 2.491E-05 | global batch size:   256 | lm loss: 3.169783E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.945 | TFLOPs: 32.06 |
7:  iteration    33950/   37905 | consumed samples:      8691200 | consumed tokens:  17799577600 | elapsed time per iteration (s): 0.37 | learning rate: 2.489E-05 | global batch size:   256 | lm loss: 3.187283E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.246 | TFLOPs: 31.94 |
7:  iteration    33960/   37905 | consumed samples:      8693760 | consumed tokens:  17804820480 | elapsed time per iteration (s): 0.37 | learning rate: 2.486E-05 | global batch size:   256 | lm loss: 3.182896E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.242 | TFLOPs: 32.26 |
7:  iteration    33970/   37905 | consumed samples:      8696320 | consumed tokens:  17810063360 | elapsed time per iteration (s): 0.38 | learning rate: 2.484E-05 | global batch size:   256 | lm loss: 3.176490E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 675.711 | TFLOPs: 31.54 |
7:  iteration    33980/   37905 | consumed samples:      8698880 | consumed tokens:  17815306240 | elapsed time per iteration (s): 0.37 | learning rate: 2.482E-05 | global batch size:   256 | lm loss: 3.170865E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.491 | TFLOPs: 32.04 |
7:  iteration    33990/   37905 | consumed samples:      8701440 | consumed tokens:  17820549120 | elapsed time per iteration (s): 0.37 | learning rate: 2.479E-05 | global batch size:   256 | lm loss: 3.190851E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.864 | TFLOPs: 31.92 |
0: [2023-03-14 15:20:44,327] [INFO] [logging.py:68:log_dist] [Rank 0] step=34000, skipped=0, lr=[2.4766896881602934e-05, 2.4766896881602934e-05, 2.4766896881602934e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    34000/   37905 | consumed samples:      8704000 | consumed tokens:  17825792000 | elapsed time per iteration (s): 0.37 | learning rate: 2.477E-05 | global batch size:   256 | lm loss: 3.181940E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.141 | TFLOPs: 32.26 |
0: steps: 34000 loss: 3.1914 iter time (s): 0.373 samples/sec: 686.548
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 34000 | lm loss value: 3.798799E+00 | lm loss PPL: 4.464754E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   34000 to checkpoints_146m20b100m
0: [2023-03-14 15:20:44,449] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step34000 is begin to save!
0: [2023-03-14 15:20:44,452] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step34000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 15:20:44,769] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step34000/mp_rank_00_model_states.pt
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7: [2023-03-14 15:20:44,788] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
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7: [2023-03-14 15:20:44,788] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
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4: [2023-03-14 15:20:44,788] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt...
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0: [2023-03-14 15:20:44,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:20:44,840] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:20:44,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt
0: [2023-03-14 15:20:44,841] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 15:20:44,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now!
0: [2023-03-14 15:20:44,841] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now!
0: [2023-03-14 15:20:44,859] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step34000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:20:44,859] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step34000 is ready now!
0:   successfully saved checkpoint at iteration   34000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 414.74
7:  iteration    34010/   37905 | consumed samples:      8706560 | consumed tokens:  17831034880 | elapsed time per iteration (s): 0.43 | learning rate: 2.474E-05 | global batch size:   256 | lm loss: 3.179978E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 592.784 | TFLOPs: 27.67 |
7:  iteration    34020/   37905 | consumed samples:      8709120 | consumed tokens:  17836277760 | elapsed time per iteration (s): 0.37 | learning rate: 2.472E-05 | global batch size:   256 | lm loss: 3.177867E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.128 | TFLOPs: 32.26 |
7:  iteration    34030/   37905 | consumed samples:      8711680 | consumed tokens:  17841520640 | elapsed time per iteration (s): 0.37 | learning rate: 2.469E-05 | global batch size:   256 | lm loss: 3.181393E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.399 | TFLOPs: 31.99 |
7:  iteration    34040/   37905 | consumed samples:      8714240 | consumed tokens:  17846763520 | elapsed time per iteration (s): 0.37 | learning rate: 2.467E-05 | global batch size:   256 | lm loss: 3.176339E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.017 | TFLOPs: 32.25 |
7:  iteration    34050/   37905 | consumed samples:      8716800 | consumed tokens:  17852006400 | elapsed time per iteration (s): 0.37 | learning rate: 2.465E-05 | global batch size:   256 | lm loss: 3.184320E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.466 | TFLOPs: 32.28 |
7:  iteration    34060/   37905 | consumed samples:      8719360 | consumed tokens:  17857249280 | elapsed time per iteration (s): 0.37 | learning rate: 2.462E-05 | global batch size:   256 | lm loss: 3.184222E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.236 | TFLOPs: 32.26 |
7:  iteration    34070/   37905 | consumed samples:      8721920 | consumed tokens:  17862492160 | elapsed time per iteration (s): 0.37 | learning rate: 2.460E-05 | global batch size:   256 | lm loss: 3.154909E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.095 | TFLOPs: 32.26 |
7:  iteration    34080/   37905 | consumed samples:      8724480 | consumed tokens:  17867735040 | elapsed time per iteration (s): 0.37 | learning rate: 2.458E-05 | global batch size:   256 | lm loss: 3.179780E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.923 | TFLOPs: 32.02 |
7:  iteration    34090/   37905 | consumed samples:      8727040 | consumed tokens:  17872977920 | elapsed time per iteration (s): 0.38 | learning rate: 2.455E-05 | global batch size:   256 | lm loss: 3.176431E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.480 | TFLOPs: 31.81 |
7:  iteration    34100/   37905 | consumed samples:      8729600 | consumed tokens:  17878220800 | elapsed time per iteration (s): 0.37 | learning rate: 2.453E-05 | global batch size:   256 | lm loss: 3.187768E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.015 | TFLOPs: 32.25 |
7:  iteration    34110/   37905 | consumed samples:      8732160 | consumed tokens:  17883463680 | elapsed time per iteration (s): 0.37 | learning rate: 2.450E-05 | global batch size:   256 | lm loss: 3.180791E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.165 | TFLOPs: 32.26 |
7:  iteration    34120/   37905 | consumed samples:      8734720 | consumed tokens:  17888706560 | elapsed time per iteration (s): 0.37 | learning rate: 2.448E-05 | global batch size:   256 | lm loss: 3.180172E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.406 | TFLOPs: 32.27 |
7:  iteration    34130/   37905 | consumed samples:      8737280 | consumed tokens:  17893949440 | elapsed time per iteration (s): 0.37 | learning rate: 2.446E-05 | global batch size:   256 | lm loss: 3.185398E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.064 | TFLOPs: 32.26 |
7:  iteration    34140/   37905 | consumed samples:      8739840 | consumed tokens:  17899192320 | elapsed time per iteration (s): 0.37 | learning rate: 2.443E-05 | global batch size:   256 | lm loss: 3.180632E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.079 | TFLOPs: 32.02 |
7:  iteration    34150/   37905 | consumed samples:      8742400 | consumed tokens:  17904435200 | elapsed time per iteration (s): 0.37 | learning rate: 2.441E-05 | global batch size:   256 | lm loss: 3.170467E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.971 | TFLOPs: 32.25 |
7:  iteration    34160/   37905 | consumed samples:      8744960 | consumed tokens:  17909678080 | elapsed time per iteration (s): 0.37 | learning rate: 2.439E-05 | global batch size:   256 | lm loss: 3.182627E+00 | grad norm: 0.250 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.499 | TFLOPs: 31.95 |
7:  iteration    34170/   37905 | consumed samples:      8747520 | consumed tokens:  17914920960 | elapsed time per iteration (s): 0.37 | learning rate: 2.436E-05 | global batch size:   256 | lm loss: 3.191352E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.921 | TFLOPs: 32.25 |
7:  iteration    34180/   37905 | consumed samples:      8750080 | consumed tokens:  17920163840 | elapsed time per iteration (s): 0.37 | learning rate: 2.434E-05 | global batch size:   256 | lm loss: 3.187533E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.744 | TFLOPs: 32.24 |
7:  iteration    34190/   37905 | consumed samples:      8752640 | consumed tokens:  17925406720 | elapsed time per iteration (s): 0.37 | learning rate: 2.432E-05 | global batch size:   256 | lm loss: 3.180274E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.652 | TFLOPs: 32.24 |
7:  iteration    34200/   37905 | consumed samples:      8755200 | consumed tokens:  17930649600 | elapsed time per iteration (s): 0.37 | learning rate: 2.429E-05 | global batch size:   256 | lm loss: 3.179224E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.994 | TFLOPs: 32.25 |
7:  iteration    34210/   37905 | consumed samples:      8757760 | consumed tokens:  17935892480 | elapsed time per iteration (s): 0.37 | learning rate: 2.427E-05 | global batch size:   256 | lm loss: 3.185386E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.581 | TFLOPs: 32.00 |
7:  iteration    34220/   37905 | consumed samples:      8760320 | consumed tokens:  17941135360 | elapsed time per iteration (s): 0.37 | learning rate: 2.425E-05 | global batch size:   256 | lm loss: 3.176736E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.008 | TFLOPs: 32.25 |
7:  iteration    34230/   37905 | consumed samples:      8762880 | consumed tokens:  17946378240 | elapsed time per iteration (s): 0.37 | learning rate: 2.423E-05 | global batch size:   256 | lm loss: 3.176384E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.417 | TFLOPs: 31.90 |
7:  iteration    34240/   37905 | consumed samples:      8765440 | consumed tokens:  17951621120 | elapsed time per iteration (s): 0.37 | learning rate: 2.420E-05 | global batch size:   256 | lm loss: 3.181038E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 683.782 | TFLOPs: 31.92 |
7:  iteration    34250/   37905 | consumed samples:      8768000 | consumed tokens:  17956864000 | elapsed time per iteration (s): 0.37 | learning rate: 2.418E-05 | global batch size:   256 | lm loss: 3.181843E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.542 | TFLOPs: 32.23 |
7:  iteration    34260/   37905 | consumed samples:      8770560 | consumed tokens:  17962106880 | elapsed time per iteration (s): 0.37 | learning rate: 2.416E-05 | global batch size:   256 | lm loss: 3.171536E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.447 | TFLOPs: 32.23 |
7:  iteration    34270/   37905 | consumed samples:      8773120 | consumed tokens:  17967349760 | elapsed time per iteration (s): 0.37 | learning rate: 2.414E-05 | global batch size:   256 | lm loss: 3.177838E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.688 | TFLOPs: 32.24 |
7:  iteration    34280/   37905 | consumed samples:      8775680 | consumed tokens:  17972592640 | elapsed time per iteration (s): 0.37 | learning rate: 2.411E-05 | global batch size:   256 | lm loss: 3.176967E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.694 | TFLOPs: 32.24 |
7:  iteration    34290/   37905 | consumed samples:      8778240 | consumed tokens:  17977835520 | elapsed time per iteration (s): 0.37 | learning rate: 2.409E-05 | global batch size:   256 | lm loss: 3.175378E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.262 | TFLOPs: 32.08 |
7:  iteration    34300/   37905 | consumed samples:      8780800 | consumed tokens:  17983078400 | elapsed time per iteration (s): 0.37 | learning rate: 2.407E-05 | global batch size:   256 | lm loss: 3.180012E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.682 | TFLOPs: 32.24 |
7:  iteration    34310/   37905 | consumed samples:      8783360 | consumed tokens:  17988321280 | elapsed time per iteration (s): 0.37 | learning rate: 2.405E-05 | global batch size:   256 | lm loss: 3.185416E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.680 | TFLOPs: 32.24 |
7:  iteration    34320/   37905 | consumed samples:      8785920 | consumed tokens:  17993564160 | elapsed time per iteration (s): 0.37 | learning rate: 2.402E-05 | global batch size:   256 | lm loss: 3.172474E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.799 | TFLOPs: 32.24 |
7:  iteration    34330/   37905 | consumed samples:      8788480 | consumed tokens:  17998807040 | elapsed time per iteration (s): 0.37 | learning rate: 2.400E-05 | global batch size:   256 | lm loss: 3.184709E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.534 | TFLOPs: 32.23 |
7:  iteration    34340/   37905 | consumed samples:      8791040 | consumed tokens:  18004049920 | elapsed time per iteration (s): 0.37 | learning rate: 2.398E-05 | global batch size:   256 | lm loss: 3.167789E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.667 | TFLOPs: 32.24 |
7:  iteration    34350/   37905 | consumed samples:      8793600 | consumed tokens:  18009292800 | elapsed time per iteration (s): 0.37 | learning rate: 2.396E-05 | global batch size:   256 | lm loss: 3.189990E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.783 | TFLOPs: 32.24 |
7:  iteration    34360/   37905 | consumed samples:      8796160 | consumed tokens:  18014535680 | elapsed time per iteration (s): 0.37 | learning rate: 2.393E-05 | global batch size:   256 | lm loss: 3.168855E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.391 | TFLOPs: 32.22 |
7:  iteration    34370/   37905 | consumed samples:      8798720 | consumed tokens:  18019778560 | elapsed time per iteration (s): 0.37 | learning rate: 2.391E-05 | global batch size:   256 | lm loss: 3.186697E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.187 | TFLOPs: 32.22 |
7:  iteration    34380/   37905 | consumed samples:      8801280 | consumed tokens:  18025021440 | elapsed time per iteration (s): 0.37 | learning rate: 2.389E-05 | global batch size:   256 | lm loss: 3.193571E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.395 | TFLOPs: 32.23 |
7:  iteration    34390/   37905 | consumed samples:      8803840 | consumed tokens:  18030264320 | elapsed time per iteration (s): 0.38 | learning rate: 2.387E-05 | global batch size:   256 | lm loss: 3.180084E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 680.046 | TFLOPs: 31.74 |
7:  iteration    34400/   37905 | consumed samples:      8806400 | consumed tokens:  18035507200 | elapsed time per iteration (s): 0.37 | learning rate: 2.385E-05 | global batch size:   256 | lm loss: 3.176425E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.986 | TFLOPs: 31.97 |
7:  iteration    34410/   37905 | consumed samples:      8808960 | consumed tokens:  18040750080 | elapsed time per iteration (s): 0.37 | learning rate: 2.383E-05 | global batch size:   256 | lm loss: 3.173806E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.285 | TFLOPs: 32.22 |
7:  iteration    34420/   37905 | consumed samples:      8811520 | consumed tokens:  18045992960 | elapsed time per iteration (s): 0.37 | learning rate: 2.380E-05 | global batch size:   256 | lm loss: 3.171638E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.739 | TFLOPs: 32.19 |
7:  iteration    34430/   37905 | consumed samples:      8814080 | consumed tokens:  18051235840 | elapsed time per iteration (s): 0.37 | learning rate: 2.378E-05 | global batch size:   256 | lm loss: 3.175505E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.937 | TFLOPs: 32.20 |
7:  iteration    34440/   37905 | consumed samples:      8816640 | consumed tokens:  18056478720 | elapsed time per iteration (s): 0.37 | learning rate: 2.376E-05 | global batch size:   256 | lm loss: 3.196515E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.264 | TFLOPs: 32.22 |
7:  iteration    34450/   37905 | consumed samples:      8819200 | consumed tokens:  18061721600 | elapsed time per iteration (s): 0.37 | learning rate: 2.374E-05 | global batch size:   256 | lm loss: 3.180834E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.970 | TFLOPs: 32.21 |
7:  iteration    34460/   37905 | consumed samples:      8821760 | consumed tokens:  18066964480 | elapsed time per iteration (s): 0.37 | learning rate: 2.372E-05 | global batch size:   256 | lm loss: 3.168221E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.339 | TFLOPs: 32.22 |
7:  iteration    34470/   37905 | consumed samples:      8824320 | consumed tokens:  18072207360 | elapsed time per iteration (s): 0.37 | learning rate: 2.370E-05 | global batch size:   256 | lm loss: 3.181773E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.017 | TFLOPs: 32.21 |
7:  iteration    34480/   37905 | consumed samples:      8826880 | consumed tokens:  18077450240 | elapsed time per iteration (s): 0.37 | learning rate: 2.367E-05 | global batch size:   256 | lm loss: 3.200343E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.217 | TFLOPs: 32.22 |
7:  iteration    34490/   37905 | consumed samples:      8829440 | consumed tokens:  18082693120 | elapsed time per iteration (s): 0.37 | learning rate: 2.365E-05 | global batch size:   256 | lm loss: 3.166635E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.990 | TFLOPs: 32.21 |
7:  iteration    34500/   37905 | consumed samples:      8832000 | consumed tokens:  18087936000 | elapsed time per iteration (s): 0.37 | learning rate: 2.363E-05 | global batch size:   256 | lm loss: 3.182727E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.019 | TFLOPs: 32.21 |
7:  iteration    34510/   37905 | consumed samples:      8834560 | consumed tokens:  18093178880 | elapsed time per iteration (s): 0.37 | learning rate: 2.361E-05 | global batch size:   256 | lm loss: 3.174849E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.172 | TFLOPs: 32.21 |
7:  iteration    34520/   37905 | consumed samples:      8837120 | consumed tokens:  18098421760 | elapsed time per iteration (s): 0.37 | learning rate: 2.359E-05 | global batch size:   256 | lm loss: 3.180707E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.251 | TFLOPs: 32.22 |
7:  iteration    34530/   37905 | consumed samples:      8839680 | consumed tokens:  18103664640 | elapsed time per iteration (s): 0.37 | learning rate: 2.357E-05 | global batch size:   256 | lm loss: 3.169413E+00 | grad norm: 0.239 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.282 | TFLOPs: 32.22 |
7:  iteration    34540/   37905 | consumed samples:      8842240 | consumed tokens:  18108907520 | elapsed time per iteration (s): 0.37 | learning rate: 2.355E-05 | global batch size:   256 | lm loss: 3.177951E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.557 | TFLOPs: 32.23 |
7:  iteration    34550/   37905 | consumed samples:      8844800 | consumed tokens:  18114150400 | elapsed time per iteration (s): 0.37 | learning rate: 2.353E-05 | global batch size:   256 | lm loss: 3.183956E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.435 | TFLOPs: 32.23 |
7:  iteration    34560/   37905 | consumed samples:      8847360 | consumed tokens:  18119393280 | elapsed time per iteration (s): 0.37 | learning rate: 2.351E-05 | global batch size:   256 | lm loss: 3.180537E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.432 | TFLOPs: 32.23 |
7:  iteration    34570/   37905 | consumed samples:      8849920 | consumed tokens:  18124636160 | elapsed time per iteration (s): 0.37 | learning rate: 2.349E-05 | global batch size:   256 | lm loss: 3.197585E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.452 | TFLOPs: 32.23 |
7:  iteration    34580/   37905 | consumed samples:      8852480 | consumed tokens:  18129879040 | elapsed time per iteration (s): 0.37 | learning rate: 2.346E-05 | global batch size:   256 | lm loss: 3.179895E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.014 | TFLOPs: 32.21 |
7:  iteration    34590/   37905 | consumed samples:      8855040 | consumed tokens:  18135121920 | elapsed time per iteration (s): 0.37 | learning rate: 2.344E-05 | global batch size:   256 | lm loss: 3.175349E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.268 | TFLOPs: 31.99 |
7:  iteration    34600/   37905 | consumed samples:      8857600 | consumed tokens:  18140364800 | elapsed time per iteration (s): 0.37 | learning rate: 2.342E-05 | global batch size:   256 | lm loss: 3.181620E+00 | grad norm: 0.214 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.814 | TFLOPs: 32.20 |
7:  iteration    34610/   37905 | consumed samples:      8860160 | consumed tokens:  18145607680 | elapsed time per iteration (s): 0.37 | learning rate: 2.340E-05 | global batch size:   256 | lm loss: 3.177038E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.109 | TFLOPs: 32.21 |
7:  iteration    34620/   37905 | consumed samples:      8862720 | consumed tokens:  18150850560 | elapsed time per iteration (s): 0.37 | learning rate: 2.338E-05 | global batch size:   256 | lm loss: 3.178129E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.822 | TFLOPs: 31.87 |
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7:  iteration    34910/   37905 | consumed samples:      8936960 | consumed tokens:  18302894080 | elapsed time per iteration (s): 0.37 | learning rate: 2.281E-05 | global batch size:   256 | lm loss: 3.182047E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.803 | TFLOPs: 32.20 |
7:  iteration    34920/   37905 | consumed samples:      8939520 | consumed tokens:  18308136960 | elapsed time per iteration (s): 0.37 | learning rate: 2.280E-05 | global batch size:   256 | lm loss: 3.169536E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.682 | TFLOPs: 32.01 |
7:  iteration    34930/   37905 | consumed samples:      8942080 | consumed tokens:  18313379840 | elapsed time per iteration (s): 0.37 | learning rate: 2.278E-05 | global batch size:   256 | lm loss: 3.156339E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.054 | TFLOPs: 31.93 |
7:  iteration    34940/   37905 | consumed samples:      8944640 | consumed tokens:  18318622720 | elapsed time per iteration (s): 0.37 | learning rate: 2.276E-05 | global batch size:   256 | lm loss: 3.181336E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.806 | TFLOPs: 32.01 |
7:  iteration    34950/   37905 | consumed samples:      8947200 | consumed tokens:  18323865600 | elapsed time per iteration (s): 0.37 | learning rate: 2.274E-05 | global batch size:   256 | lm loss: 3.167203E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.795 | TFLOPs: 32.06 |
7:  iteration    34960/   37905 | consumed samples:      8949760 | consumed tokens:  18329108480 | elapsed time per iteration (s): 0.38 | learning rate: 2.272E-05 | global batch size:   256 | lm loss: 3.182640E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.556 | TFLOPs: 31.86 |
7:  iteration    34970/   37905 | consumed samples:      8952320 | consumed tokens:  18334351360 | elapsed time per iteration (s): 0.37 | learning rate: 2.270E-05 | global batch size:   256 | lm loss: 3.179294E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.947 | TFLOPs: 32.06 |
7:  iteration    34980/   37905 | consumed samples:      8954880 | consumed tokens:  18339594240 | elapsed time per iteration (s): 0.37 | learning rate: 2.269E-05 | global batch size:   256 | lm loss: 3.174389E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.516 | TFLOPs: 32.14 |
7:  iteration    34990/   37905 | consumed samples:      8957440 | consumed tokens:  18344837120 | elapsed time per iteration (s): 0.37 | learning rate: 2.267E-05 | global batch size:   256 | lm loss: 3.192382E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.680 | TFLOPs: 32.29 |
7:  iteration    35000/   37905 | consumed samples:      8960000 | consumed tokens:  18350080000 | elapsed time per iteration (s): 0.38 | learning rate: 2.265E-05 | global batch size:   256 | lm loss: 3.175955E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 669.233 | TFLOPs: 31.24 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 35000 | lm loss value: 3.734455E+00 | lm loss PPL: 4.186522E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   35000 to checkpoints_146m20b100m
0: [2023-03-14 15:26:57,226] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step35000 is begin to save!
0: [2023-03-14 15:26:57,229] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step35000/layer_01-model_00-model_states.pt...
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0: [2023-03-14 15:26:57,338] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step35000/layer_04-model_00-model_states.pt...
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0: [2023-03-14 15:26:57,551] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step35000/mp_rank_00_model_states.pt
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0: [2023-03-14 15:26:57,570] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:26:57,570] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
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0: [2023-03-14 15:26:57,570] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
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1: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:26:57,619] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 15:26:57,619] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
1: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
3: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:26:57,620] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 15:26:57,620] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
2: [2023-03-14 15:26:57,610] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt.
2: [2023-03-14 15:26:57,610] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_19_mp_rank_00_optim_states.pt
2: [2023-03-14 15:26:57,611] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
2: [2023-03-14 15:26:57,617] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 15:26:57,617] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
2: [2023-03-14 15:26:57,617] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
2: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt.
2: [2023-03-14 15:26:57,619] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt
2: [2023-03-14 15:26:57,619] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:26:57,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
5: [2023-03-14 15:26:57,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt
5: [2023-03-14 15:26:57,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 15:26:57,624] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
5: [2023-03-14 15:26:57,624] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
7: [2023-03-14 15:26:57,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:26:57,625] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:26:57,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 15:26:57,625] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 15:26:57,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
7: [2023-03-14 15:26:57,625] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
0: [2023-03-14 15:26:57,635] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step35000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:26:57,635] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step35000 is ready now!
0:   successfully saved checkpoint at iteration   35000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 412.72
7:  iteration    35010/   37905 | consumed samples:      8962560 | consumed tokens:  18355322880 | elapsed time per iteration (s): 0.42 | learning rate: 2.263E-05 | global batch size:   256 | lm loss: 3.169016E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 604.364 | TFLOPs: 28.21 |
7:  iteration    35020/   37905 | consumed samples:      8965120 | consumed tokens:  18360565760 | elapsed time per iteration (s): 0.37 | learning rate: 2.261E-05 | global batch size:   256 | lm loss: 3.198619E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.561 | TFLOPs: 32.00 |
7:  iteration    35030/   37905 | consumed samples:      8967680 | consumed tokens:  18365808640 | elapsed time per iteration (s): 0.38 | learning rate: 2.259E-05 | global batch size:   256 | lm loss: 3.175228E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.260 | TFLOPs: 31.57 |
7:  iteration    35040/   37905 | consumed samples:      8970240 | consumed tokens:  18371051520 | elapsed time per iteration (s): 0.37 | learning rate: 2.258E-05 | global batch size:   256 | lm loss: 3.171284E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.492 | TFLOPs: 31.95 |
7:  iteration    35050/   37905 | consumed samples:      8972800 | consumed tokens:  18376294400 | elapsed time per iteration (s): 0.37 | learning rate: 2.256E-05 | global batch size:   256 | lm loss: 3.178785E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.310 | TFLOPs: 32.03 |
7:  iteration    35060/   37905 | consumed samples:      8975360 | consumed tokens:  18381537280 | elapsed time per iteration (s): 0.38 | learning rate: 2.254E-05 | global batch size:   256 | lm loss: 3.169588E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.499 | TFLOPs: 31.06 |
7:  iteration    35070/   37905 | consumed samples:      8977920 | consumed tokens:  18386780160 | elapsed time per iteration (s): 0.39 | learning rate: 2.252E-05 | global batch size:   256 | lm loss: 3.175321E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 657.036 | TFLOPs: 30.67 |
7:  iteration    35080/   37905 | consumed samples:      8980480 | consumed tokens:  18392023040 | elapsed time per iteration (s): 0.38 | learning rate: 2.251E-05 | global batch size:   256 | lm loss: 3.171418E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.587 | TFLOPs: 31.81 |
7:  iteration    35090/   37905 | consumed samples:      8983040 | consumed tokens:  18397265920 | elapsed time per iteration (s): 0.38 | learning rate: 2.249E-05 | global batch size:   256 | lm loss: 3.162438E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 676.728 | TFLOPs: 31.59 |
7:  iteration    35100/   37905 | consumed samples:      8985600 | consumed tokens:  18402508800 | elapsed time per iteration (s): 0.38 | learning rate: 2.247E-05 | global batch size:   256 | lm loss: 3.180531E+00 | grad norm: 0.213 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.906 | TFLOPs: 31.46 |
7:  iteration    35110/   37905 | consumed samples:      8988160 | consumed tokens:  18407751680 | elapsed time per iteration (s): 0.37 | learning rate: 2.245E-05 | global batch size:   256 | lm loss: 3.172784E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.844 | TFLOPs: 32.15 |
7:  iteration    35120/   37905 | consumed samples:      8990720 | consumed tokens:  18412994560 | elapsed time per iteration (s): 0.37 | learning rate: 2.244E-05 | global batch size:   256 | lm loss: 3.184175E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.573 | TFLOPs: 32.00 |
7:  iteration    35130/   37905 | consumed samples:      8993280 | consumed tokens:  18418237440 | elapsed time per iteration (s): 0.38 | learning rate: 2.242E-05 | global batch size:   256 | lm loss: 3.178173E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 678.521 | TFLOPs: 31.67 |
7:  iteration    35140/   37905 | consumed samples:      8995840 | consumed tokens:  18423480320 | elapsed time per iteration (s): 0.37 | learning rate: 2.240E-05 | global batch size:   256 | lm loss: 3.177857E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.780 | TFLOPs: 32.06 |
7:  iteration    35150/   37905 | consumed samples:      8998400 | consumed tokens:  18428723200 | elapsed time per iteration (s): 0.37 | learning rate: 2.238E-05 | global batch size:   256 | lm loss: 3.169592E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.227 | TFLOPs: 32.03 |
7:  iteration    35160/   37905 | consumed samples:      9000960 | consumed tokens:  18433966080 | elapsed time per iteration (s): 0.38 | learning rate: 2.237E-05 | global batch size:   256 | lm loss: 3.178347E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 665.821 | TFLOPs: 31.08 |
7:  iteration    35170/   37905 | consumed samples:      9003520 | consumed tokens:  18439208960 | elapsed time per iteration (s): 0.37 | learning rate: 2.235E-05 | global batch size:   256 | lm loss: 3.179501E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.702 | TFLOPs: 32.24 |
7:  iteration    35180/   37905 | consumed samples:      9006080 | consumed tokens:  18444451840 | elapsed time per iteration (s): 0.37 | learning rate: 2.233E-05 | global batch size:   256 | lm loss: 3.184156E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.707 | TFLOPs: 32.15 |
7:  iteration    35190/   37905 | consumed samples:      9008640 | consumed tokens:  18449694720 | elapsed time per iteration (s): 0.37 | learning rate: 2.231E-05 | global batch size:   256 | lm loss: 3.174852E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.835 | TFLOPs: 31.87 |
7:  iteration    35200/   37905 | consumed samples:      9011200 | consumed tokens:  18454937600 | elapsed time per iteration (s): 0.38 | learning rate: 2.230E-05 | global batch size:   256 | lm loss: 3.179652E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.482 | TFLOPs: 31.86 |
7:  iteration    35210/   37905 | consumed samples:      9013760 | consumed tokens:  18460180480 | elapsed time per iteration (s): 0.37 | learning rate: 2.228E-05 | global batch size:   256 | lm loss: 3.175079E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.338 | TFLOPs: 32.18 |
7:  iteration    35220/   37905 | consumed samples:      9016320 | consumed tokens:  18465423360 | elapsed time per iteration (s): 0.37 | learning rate: 2.226E-05 | global batch size:   256 | lm loss: 3.174964E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.163 | TFLOPs: 32.12 |
7:  iteration    35230/   37905 | consumed samples:      9018880 | consumed tokens:  18470666240 | elapsed time per iteration (s): 0.37 | learning rate: 2.225E-05 | global batch size:   256 | lm loss: 3.172129E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.090 | TFLOPs: 32.16 |
7:  iteration    35240/   37905 | consumed samples:      9021440 | consumed tokens:  18475909120 | elapsed time per iteration (s): 0.38 | learning rate: 2.223E-05 | global batch size:   256 | lm loss: 3.183812E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.558 | TFLOPs: 31.86 |
7:  iteration    35250/   37905 | consumed samples:      9024000 | consumed tokens:  18481152000 | elapsed time per iteration (s): 0.37 | learning rate: 2.221E-05 | global batch size:   256 | lm loss: 3.175266E+00 | grad norm: 0.241 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.389 | TFLOPs: 32.27 |
7:  iteration    35260/   37905 | consumed samples:      9026560 | consumed tokens:  18486394880 | elapsed time per iteration (s): 0.37 | learning rate: 2.220E-05 | global batch size:   256 | lm loss: 3.190881E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.446 | TFLOPs: 32.04 |
7:  iteration    35270/   37905 | consumed samples:      9029120 | consumed tokens:  18491637760 | elapsed time per iteration (s): 0.37 | learning rate: 2.218E-05 | global batch size:   256 | lm loss: 3.176094E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.949 | TFLOPs: 32.25 |
7:  iteration    35280/   37905 | consumed samples:      9031680 | consumed tokens:  18496880640 | elapsed time per iteration (s): 0.37 | learning rate: 2.216E-05 | global batch size:   256 | lm loss: 3.182209E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.979 | TFLOPs: 32.25 |
7:  iteration    35290/   37905 | consumed samples:      9034240 | consumed tokens:  18502123520 | elapsed time per iteration (s): 0.37 | learning rate: 2.215E-05 | global batch size:   256 | lm loss: 3.178033E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 685.465 | TFLOPs: 31.99 |
7:  iteration    35300/   37905 | consumed samples:      9036800 | consumed tokens:  18507366400 | elapsed time per iteration (s): 0.37 | learning rate: 2.213E-05 | global batch size:   256 | lm loss: 3.183475E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.324 | TFLOPs: 32.27 |
7:  iteration    35310/   37905 | consumed samples:      9039360 | consumed tokens:  18512609280 | elapsed time per iteration (s): 0.37 | learning rate: 2.212E-05 | global batch size:   256 | lm loss: 3.183783E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.979 | TFLOPs: 32.16 |
7:  iteration    35320/   37905 | consumed samples:      9041920 | consumed tokens:  18517852160 | elapsed time per iteration (s): 0.37 | learning rate: 2.210E-05 | global batch size:   256 | lm loss: 3.181117E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.539 | TFLOPs: 32.09 |
7:  iteration    35330/   37905 | consumed samples:      9044480 | consumed tokens:  18523095040 | elapsed time per iteration (s): 0.37 | learning rate: 2.208E-05 | global batch size:   256 | lm loss: 3.180299E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.645 | TFLOPs: 32.05 |
7:  iteration    35340/   37905 | consumed samples:      9047040 | consumed tokens:  18528337920 | elapsed time per iteration (s): 0.37 | learning rate: 2.207E-05 | global batch size:   256 | lm loss: 3.168928E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.545 | TFLOPs: 32.28 |
7:  iteration    35350/   37905 | consumed samples:      9049600 | consumed tokens:  18533580800 | elapsed time per iteration (s): 0.37 | learning rate: 2.205E-05 | global batch size:   256 | lm loss: 3.184565E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.445 | TFLOPs: 32.27 |
7:  iteration    35360/   37905 | consumed samples:      9052160 | consumed tokens:  18538823680 | elapsed time per iteration (s): 0.37 | learning rate: 2.204E-05 | global batch size:   256 | lm loss: 3.179618E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.319 | TFLOPs: 32.27 |
7:  iteration    35370/   37905 | consumed samples:      9054720 | consumed tokens:  18544066560 | elapsed time per iteration (s): 0.38 | learning rate: 2.202E-05 | global batch size:   256 | lm loss: 3.182821E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.934 | TFLOPs: 31.46 |
7:  iteration    35380/   37905 | consumed samples:      9057280 | consumed tokens:  18549309440 | elapsed time per iteration (s): 0.38 | learning rate: 2.200E-05 | global batch size:   256 | lm loss: 3.179147E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 679.830 | TFLOPs: 31.73 |
7:  iteration    35390/   37905 | consumed samples:      9059840 | consumed tokens:  18554552320 | elapsed time per iteration (s): 0.37 | learning rate: 2.199E-05 | global batch size:   256 | lm loss: 3.175520E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.330 | TFLOPs: 32.27 |
7:  iteration    35400/   37905 | consumed samples:      9062400 | consumed tokens:  18559795200 | elapsed time per iteration (s): 0.37 | learning rate: 2.197E-05 | global batch size:   256 | lm loss: 3.172430E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.674 | TFLOPs: 32.19 |
7:  iteration    35410/   37905 | consumed samples:      9064960 | consumed tokens:  18565038080 | elapsed time per iteration (s): 0.38 | learning rate: 2.196E-05 | global batch size:   256 | lm loss: 3.184124E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.933 | TFLOPs: 31.83 |
7:  iteration    35420/   37905 | consumed samples:      9067520 | consumed tokens:  18570280960 | elapsed time per iteration (s): 0.37 | learning rate: 2.194E-05 | global batch size:   256 | lm loss: 3.179066E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.680 | TFLOPs: 32.29 |
7:  iteration    35430/   37905 | consumed samples:      9070080 | consumed tokens:  18575523840 | elapsed time per iteration (s): 0.37 | learning rate: 2.193E-05 | global batch size:   256 | lm loss: 3.175961E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.297 | TFLOPs: 32.27 |
7:  iteration    35440/   37905 | consumed samples:      9072640 | consumed tokens:  18580766720 | elapsed time per iteration (s): 0.37 | learning rate: 2.191E-05 | global batch size:   256 | lm loss: 3.178700E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.424 | TFLOPs: 32.27 |
7:  iteration    35450/   37905 | consumed samples:      9075200 | consumed tokens:  18586009600 | elapsed time per iteration (s): 0.37 | learning rate: 2.189E-05 | global batch size:   256 | lm loss: 3.185938E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.270 | TFLOPs: 32.27 |
7:  iteration    35460/   37905 | consumed samples:      9077760 | consumed tokens:  18591252480 | elapsed time per iteration (s): 0.37 | learning rate: 2.188E-05 | global batch size:   256 | lm loss: 3.190958E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.049 | TFLOPs: 32.26 |
7:  iteration    35470/   37905 | consumed samples:      9080320 | consumed tokens:  18596495360 | elapsed time per iteration (s): 0.38 | learning rate: 2.186E-05 | global batch size:   256 | lm loss: 3.193601E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 677.936 | TFLOPs: 31.64 |
7:  iteration    35480/   37905 | consumed samples:      9082880 | consumed tokens:  18601738240 | elapsed time per iteration (s): 0.37 | learning rate: 2.185E-05 | global batch size:   256 | lm loss: 3.180143E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.264 | TFLOPs: 32.27 |
7:  iteration    35490/   37905 | consumed samples:      9085440 | consumed tokens:  18606981120 | elapsed time per iteration (s): 0.37 | learning rate: 2.183E-05 | global batch size:   256 | lm loss: 3.181974E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.236 | TFLOPs: 32.26 |
7:  iteration    35500/   37905 | consumed samples:      9088000 | consumed tokens:  18612224000 | elapsed time per iteration (s): 0.37 | learning rate: 2.182E-05 | global batch size:   256 | lm loss: 3.178646E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.512 | TFLOPs: 32.28 |
7:  iteration    35510/   37905 | consumed samples:      9090560 | consumed tokens:  18617466880 | elapsed time per iteration (s): 0.37 | learning rate: 2.180E-05 | global batch size:   256 | lm loss: 3.171700E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.449 | TFLOPs: 32.27 |
7:  iteration    35520/   37905 | consumed samples:      9093120 | consumed tokens:  18622709760 | elapsed time per iteration (s): 0.37 | learning rate: 2.179E-05 | global batch size:   256 | lm loss: 3.185772E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.269 | TFLOPs: 32.27 |
7:  iteration    35530/   37905 | consumed samples:      9095680 | consumed tokens:  18627952640 | elapsed time per iteration (s): 0.37 | learning rate: 2.177E-05 | global batch size:   256 | lm loss: 3.169084E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.154 | TFLOPs: 32.26 |
7:  iteration    35540/   37905 | consumed samples:      9098240 | consumed tokens:  18633195520 | elapsed time per iteration (s): 0.37 | learning rate: 2.176E-05 | global batch size:   256 | lm loss: 3.179619E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.642 | TFLOPs: 32.28 |
7:  iteration    35550/   37905 | consumed samples:      9100800 | consumed tokens:  18638438400 | elapsed time per iteration (s): 0.37 | learning rate: 2.174E-05 | global batch size:   256 | lm loss: 3.187708E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.957 | TFLOPs: 32.30 |
7:  iteration    35560/   37905 | consumed samples:      9103360 | consumed tokens:  18643681280 | elapsed time per iteration (s): 0.37 | learning rate: 2.173E-05 | global batch size:   256 | lm loss: 3.177759E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.002 | TFLOPs: 32.25 |
7:  iteration    35570/   37905 | consumed samples:      9105920 | consumed tokens:  18648924160 | elapsed time per iteration (s): 0.39 | learning rate: 2.171E-05 | global batch size:   256 | lm loss: 3.181114E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 663.780 | TFLOPs: 30.98 |
7:  iteration    35580/   37905 | consumed samples:      9108480 | consumed tokens:  18654167040 | elapsed time per iteration (s): 0.38 | learning rate: 2.170E-05 | global batch size:   256 | lm loss: 3.176030E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 682.245 | TFLOPs: 31.84 |
7:  iteration    35590/   37905 | consumed samples:      9111040 | consumed tokens:  18659409920 | elapsed time per iteration (s): 0.37 | learning rate: 2.169E-05 | global batch size:   256 | lm loss: 3.174022E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.529 | TFLOPs: 32.28 |
7:  iteration    35600/   37905 | consumed samples:      9113600 | consumed tokens:  18664652800 | elapsed time per iteration (s): 0.37 | learning rate: 2.167E-05 | global batch size:   256 | lm loss: 3.184193E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.248 | TFLOPs: 32.26 |
7:  iteration    35610/   37905 | consumed samples:      9116160 | consumed tokens:  18669895680 | elapsed time per iteration (s): 0.37 | learning rate: 2.166E-05 | global batch size:   256 | lm loss: 3.166887E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.498 | TFLOPs: 32.28 |
7:  iteration    35620/   37905 | consumed samples:      9118720 | consumed tokens:  18675138560 | elapsed time per iteration (s): 0.37 | learning rate: 2.164E-05 | global batch size:   256 | lm loss: 3.164492E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.458 | TFLOPs: 32.27 |
7:  iteration    35630/   37905 | consumed samples:      9121280 | consumed tokens:  18680381440 | elapsed time per iteration (s): 0.37 | learning rate: 2.163E-05 | global batch size:   256 | lm loss: 3.173386E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.841 | TFLOPs: 32.29 |
7:  iteration    35640/   37905 | consumed samples:      9123840 | consumed tokens:  18685624320 | elapsed time per iteration (s): 0.37 | learning rate: 2.161E-05 | global batch size:   256 | lm loss: 3.170529E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.621 | TFLOPs: 32.28 |
7:  iteration    35650/   37905 | consumed samples:      9126400 | consumed tokens:  18690867200 | elapsed time per iteration (s): 0.37 | learning rate: 2.160E-05 | global batch size:   256 | lm loss: 3.168677E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.630 | TFLOPs: 32.28 |
7:  iteration    35660/   37905 | consumed samples:      9128960 | consumed tokens:  18696110080 | elapsed time per iteration (s): 0.37 | learning rate: 2.159E-05 | global batch size:   256 | lm loss: 3.169062E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.603 | TFLOPs: 32.28 |
7:  iteration    35670/   37905 | consumed samples:      9131520 | consumed tokens:  18701352960 | elapsed time per iteration (s): 0.37 | learning rate: 2.157E-05 | global batch size:   256 | lm loss: 3.181852E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.132 | TFLOPs: 32.26 |
7:  iteration    35680/   37905 | consumed samples:      9134080 | consumed tokens:  18706595840 | elapsed time per iteration (s): 0.37 | learning rate: 2.156E-05 | global batch size:   256 | lm loss: 3.182216E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.615 | TFLOPs: 32.28 |
7:  iteration    35690/   37905 | consumed samples:      9136640 | consumed tokens:  18711838720 | elapsed time per iteration (s): 0.37 | learning rate: 2.154E-05 | global batch size:   256 | lm loss: 3.169667E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.504 | TFLOPs: 32.28 |
7:  iteration    35700/   37905 | consumed samples:      9139200 | consumed tokens:  18717081600 | elapsed time per iteration (s): 0.37 | learning rate: 2.153E-05 | global batch size:   256 | lm loss: 3.185006E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.640 | TFLOPs: 32.28 |
7:  iteration    35710/   37905 | consumed samples:      9141760 | consumed tokens:  18722324480 | elapsed time per iteration (s): 0.37 | learning rate: 2.152E-05 | global batch size:   256 | lm loss: 3.172710E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.600 | TFLOPs: 32.19 |
7:  iteration    35720/   37905 | consumed samples:      9144320 | consumed tokens:  18727567360 | elapsed time per iteration (s): 0.37 | learning rate: 2.150E-05 | global batch size:   256 | lm loss: 3.165290E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.366 | TFLOPs: 32.27 |
7:  iteration    35730/   37905 | consumed samples:      9146880 | consumed tokens:  18732810240 | elapsed time per iteration (s): 0.37 | learning rate: 2.149E-05 | global batch size:   256 | lm loss: 3.182616E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.380 | TFLOPs: 32.27 |
7:  iteration    35740/   37905 | consumed samples:      9149440 | consumed tokens:  18738053120 | elapsed time per iteration (s): 0.37 | learning rate: 2.147E-05 | global batch size:   256 | lm loss: 3.179749E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.503 | TFLOPs: 32.28 |
7:  iteration    35750/   37905 | consumed samples:      9152000 | consumed tokens:  18743296000 | elapsed time per iteration (s): 0.37 | learning rate: 2.146E-05 | global batch size:   256 | lm loss: 3.175485E+00 | grad norm: 0.237 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.984 | TFLOPs: 32.25 |
7:  iteration    35760/   37905 | consumed samples:      9154560 | consumed tokens:  18748538880 | elapsed time per iteration (s): 0.37 | learning rate: 2.145E-05 | global batch size:   256 | lm loss: 3.185415E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.847 | TFLOPs: 32.29 |
7:  iteration    35770/   37905 | consumed samples:      9157120 | consumed tokens:  18753781760 | elapsed time per iteration (s): 0.37 | learning rate: 2.143E-05 | global batch size:   256 | lm loss: 3.174249E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.505 | TFLOPs: 32.28 |
7:  iteration    35780/   37905 | consumed samples:      9159680 | consumed tokens:  18759024640 | elapsed time per iteration (s): 0.37 | learning rate: 2.142E-05 | global batch size:   256 | lm loss: 3.185580E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.495 | TFLOPs: 32.28 |
7:  iteration    35790/   37905 | consumed samples:      9162240 | consumed tokens:  18764267520 | elapsed time per iteration (s): 0.37 | learning rate: 2.141E-05 | global batch size:   256 | lm loss: 3.167070E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.728 | TFLOPs: 32.29 |
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7:  iteration    35810/   37905 | consumed samples:      9167360 | consumed tokens:  18774753280 | elapsed time per iteration (s): 0.37 | learning rate: 2.138E-05 | global batch size:   256 | lm loss: 3.188464E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.867 | TFLOPs: 32.29 |
7:  iteration    35820/   37905 | consumed samples:      9169920 | consumed tokens:  18779996160 | elapsed time per iteration (s): 0.37 | learning rate: 2.137E-05 | global batch size:   256 | lm loss: 3.172129E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.399 | TFLOPs: 32.27 |
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7:  iteration    35870/   37905 | consumed samples:      9182720 | consumed tokens:  18806210560 | elapsed time per iteration (s): 0.37 | learning rate: 2.130E-05 | global batch size:   256 | lm loss: 3.179366E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.206 | TFLOPs: 32.26 |
7:  iteration    35880/   37905 | consumed samples:      9185280 | consumed tokens:  18811453440 | elapsed time per iteration (s): 0.37 | learning rate: 2.129E-05 | global batch size:   256 | lm loss: 3.171689E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.375 | TFLOPs: 32.27 |
7:  iteration    35890/   37905 | consumed samples:      9187840 | consumed tokens:  18816696320 | elapsed time per iteration (s): 0.37 | learning rate: 2.128E-05 | global batch size:   256 | lm loss: 3.177797E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.353 | TFLOPs: 32.27 |
7:  iteration    35900/   37905 | consumed samples:      9190400 | consumed tokens:  18821939200 | elapsed time per iteration (s): 0.37 | learning rate: 2.127E-05 | global batch size:   256 | lm loss: 3.178395E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.299 | TFLOPs: 32.27 |
7:  iteration    35910/   37905 | consumed samples:      9192960 | consumed tokens:  18827182080 | elapsed time per iteration (s): 0.37 | learning rate: 2.125E-05 | global batch size:   256 | lm loss: 3.172681E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.769 | TFLOPs: 32.24 |
7:  iteration    35920/   37905 | consumed samples:      9195520 | consumed tokens:  18832424960 | elapsed time per iteration (s): 0.37 | learning rate: 2.124E-05 | global batch size:   256 | lm loss: 3.184244E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.110 | TFLOPs: 32.26 |
7:  iteration    35930/   37905 | consumed samples:      9198080 | consumed tokens:  18837667840 | elapsed time per iteration (s): 0.37 | learning rate: 2.123E-05 | global batch size:   256 | lm loss: 3.176788E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.192 | TFLOPs: 32.26 |
7:  iteration    35940/   37905 | consumed samples:      9200640 | consumed tokens:  18842910720 | elapsed time per iteration (s): 0.37 | learning rate: 2.122E-05 | global batch size:   256 | lm loss: 3.172583E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.388 | TFLOPs: 32.27 |
7:  iteration    35950/   37905 | consumed samples:      9203200 | consumed tokens:  18848153600 | elapsed time per iteration (s): 0.37 | learning rate: 2.120E-05 | global batch size:   256 | lm loss: 3.184097E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.873 | TFLOPs: 32.29 |
7:  iteration    35960/   37905 | consumed samples:      9205760 | consumed tokens:  18853396480 | elapsed time per iteration (s): 0.37 | learning rate: 2.119E-05 | global batch size:   256 | lm loss: 3.161209E+00 | grad norm: 0.238 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.027 | TFLOPs: 32.25 |
7:  iteration    35970/   37905 | consumed samples:      9208320 | consumed tokens:  18858639360 | elapsed time per iteration (s): 0.37 | learning rate: 2.118E-05 | global batch size:   256 | lm loss: 3.180608E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.504 | TFLOPs: 32.28 |
7:  iteration    35980/   37905 | consumed samples:      9210880 | consumed tokens:  18863882240 | elapsed time per iteration (s): 0.37 | learning rate: 2.117E-05 | global batch size:   256 | lm loss: 3.191562E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.432 | TFLOPs: 32.27 |
7:  iteration    35990/   37905 | consumed samples:      9213440 | consumed tokens:  18869125120 | elapsed time per iteration (s): 0.37 | learning rate: 2.115E-05 | global batch size:   256 | lm loss: 3.158944E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.285 | TFLOPs: 32.27 |
0: [2023-03-14 15:33:09,811] [INFO] [logging.py:68:log_dist] [Rank 0] step=36000, skipped=0, lr=[2.1142230010800715e-05, 2.1142230010800715e-05, 2.1142230010800715e-05], mom=[(0.9, 0.999), (0.9, 0.999), (0.9, 0.999)]
7:  iteration    36000/   37905 | consumed samples:      9216000 | consumed tokens:  18874368000 | elapsed time per iteration (s): 0.37 | learning rate: 2.114E-05 | global batch size:   256 | lm loss: 3.180480E+00 | grad norm: 0.213 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.767 | TFLOPs: 32.29 |
0: steps: 36000 loss: 3.1901 iter time (s): 0.370 samples/sec: 691.281
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 36000 | lm loss value: 3.823248E+00 | lm loss PPL: 4.575258E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   36000 to checkpoints_146m20b100m
0: [2023-03-14 15:33:09,954] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step36000 is begin to save!
0: [2023-03-14 15:33:09,960] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/layer_01-model_00-model_states.pt...
0: [2023-03-14 15:33:10,095] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/layer_01-model_00-model_states.pt.
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0: [2023-03-14 15:33:10,113] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/layer_03-model_00-model_states.pt.
0: [2023-03-14 15:33:10,113] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/layer_04-model_00-model_states.pt...
0: [2023-03-14 15:33:10,128] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/layer_04-model_00-model_states.pt.
0: [2023-03-14 15:33:10,129] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/layer_05-model_00-model_states.pt...
0: [2023-03-14 15:33:10,144] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/layer_05-model_00-model_states.pt.
0: [2023-03-14 15:33:10,144] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/layer_06-model_00-model_states.pt...
0: [2023-03-14 15:33:10,159] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/layer_06-model_00-model_states.pt.
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0: [2023-03-14 15:33:10,333] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step36000/mp_rank_00_model_states.pt
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0: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
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5: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
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6: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt...
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7: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt...
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3: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_24_mp_rank_00_optim_states.pt...
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0: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_1_mp_rank_00_optim_states.pt...
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1: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
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4: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt...
4: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_31_mp_rank_00_optim_states.pt...
3: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_23_mp_rank_00_optim_states.pt...
2: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_17_mp_rank_00_optim_states.pt...
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7: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
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1: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt...
6: [2023-03-14 15:33:10,352] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:33:10,386] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_37_mp_rank_00_optim_states.pt
4: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
6: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_48_mp_rank_00_optim_states.pt.
2: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:33:10,386] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:33:10,386] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt
2: [2023-03-14 15:33:10,386] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_16_mp_rank_00_optim_states.pt
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4: [2023-03-14 15:33:10,398] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
4: [2023-03-14 15:33:10,398] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:33:10,398] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
4: [2023-03-14 15:33:10,398] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
3: [2023-03-14 15:33:10,399] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:33:10,399] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_27_mp_rank_00_optim_states.pt
3: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
3: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
3: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
0: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt.
0: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt
0: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt
0: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
0: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt.
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_15_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_11_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
1: [2023-03-14 15:33:10,400] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
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7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
7: [2023-03-14 15:33:10,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
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7: [2023-03-14 15:33:10,401] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,401] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
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7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:33:10,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
7: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
6: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt.
6: [2023-03-14 15:33:10,402] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
6: [2023-03-14 15:33:10,402] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
0: [2023-03-14 15:33:10,407] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step36000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:33:10,407] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step36000 is ready now!
0:   successfully saved checkpoint at iteration   36000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 486.42
7:  iteration    36010/   37905 | consumed samples:      9218560 | consumed tokens:  18879610880 | elapsed time per iteration (s): 0.43 | learning rate: 2.113E-05 | global batch size:   256 | lm loss: 3.177606E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 594.286 | TFLOPs: 27.74 |
7:  iteration    36020/   37905 | consumed samples:      9221120 | consumed tokens:  18884853760 | elapsed time per iteration (s): 0.37 | learning rate: 2.112E-05 | global batch size:   256 | lm loss: 3.177946E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.127 | TFLOPs: 32.26 |
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7:  iteration    36040/   37905 | consumed samples:      9226240 | consumed tokens:  18895339520 | elapsed time per iteration (s): 0.37 | learning rate: 2.109E-05 | global batch size:   256 | lm loss: 3.185155E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 687.735 | TFLOPs: 32.10 |
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7:  iteration    36080/   37905 | consumed samples:      9236480 | consumed tokens:  18916311040 | elapsed time per iteration (s): 0.37 | learning rate: 2.105E-05 | global batch size:   256 | lm loss: 3.169818E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.648 | TFLOPs: 32.28 |
7:  iteration    36090/   37905 | consumed samples:      9239040 | consumed tokens:  18921553920 | elapsed time per iteration (s): 0.37 | learning rate: 2.104E-05 | global batch size:   256 | lm loss: 3.173597E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 686.376 | TFLOPs: 32.04 |
7:  iteration    36100/   37905 | consumed samples:      9241600 | consumed tokens:  18926796800 | elapsed time per iteration (s): 0.37 | learning rate: 2.103E-05 | global batch size:   256 | lm loss: 3.173535E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.338 | TFLOPs: 32.27 |
7:  iteration    36110/   37905 | consumed samples:      9244160 | consumed tokens:  18932039680 | elapsed time per iteration (s): 0.37 | learning rate: 2.101E-05 | global batch size:   256 | lm loss: 3.177658E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.559 | TFLOPs: 32.28 |
7:  iteration    36120/   37905 | consumed samples:      9246720 | consumed tokens:  18937282560 | elapsed time per iteration (s): 0.37 | learning rate: 2.100E-05 | global batch size:   256 | lm loss: 3.180618E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.245 | TFLOPs: 32.26 |
7:  iteration    36130/   37905 | consumed samples:      9249280 | consumed tokens:  18942525440 | elapsed time per iteration (s): 0.37 | learning rate: 2.099E-05 | global batch size:   256 | lm loss: 3.185135E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.429 | TFLOPs: 32.27 |
7:  iteration    36140/   37905 | consumed samples:      9251840 | consumed tokens:  18947768320 | elapsed time per iteration (s): 0.37 | learning rate: 2.098E-05 | global batch size:   256 | lm loss: 3.179806E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.804 | TFLOPs: 32.29 |
7:  iteration    36150/   37905 | consumed samples:      9254400 | consumed tokens:  18953011200 | elapsed time per iteration (s): 0.37 | learning rate: 2.097E-05 | global batch size:   256 | lm loss: 3.172675E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.403 | TFLOPs: 32.27 |
7:  iteration    36160/   37905 | consumed samples:      9256960 | consumed tokens:  18958254080 | elapsed time per iteration (s): 0.37 | learning rate: 2.096E-05 | global batch size:   256 | lm loss: 3.176030E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.461 | TFLOPs: 32.27 |
7:  iteration    36170/   37905 | consumed samples:      9259520 | consumed tokens:  18963496960 | elapsed time per iteration (s): 0.37 | learning rate: 2.095E-05 | global batch size:   256 | lm loss: 3.173934E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.987 | TFLOPs: 32.30 |
7:  iteration    36180/   37905 | consumed samples:      9262080 | consumed tokens:  18968739840 | elapsed time per iteration (s): 0.37 | learning rate: 2.094E-05 | global batch size:   256 | lm loss: 3.166731E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.665 | TFLOPs: 32.28 |
7:  iteration    36190/   37905 | consumed samples:      9264640 | consumed tokens:  18973982720 | elapsed time per iteration (s): 0.37 | learning rate: 2.093E-05 | global batch size:   256 | lm loss: 3.167932E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.766 | TFLOPs: 32.29 |
7:  iteration    36200/   37905 | consumed samples:      9267200 | consumed tokens:  18979225600 | elapsed time per iteration (s): 0.37 | learning rate: 2.092E-05 | global batch size:   256 | lm loss: 3.166876E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.099 | TFLOPs: 32.26 |
7:  iteration    36210/   37905 | consumed samples:      9269760 | consumed tokens:  18984468480 | elapsed time per iteration (s): 0.37 | learning rate: 2.090E-05 | global batch size:   256 | lm loss: 3.183255E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.176 | TFLOPs: 32.26 |
7:  iteration    36220/   37905 | consumed samples:      9272320 | consumed tokens:  18989711360 | elapsed time per iteration (s): 0.37 | learning rate: 2.089E-05 | global batch size:   256 | lm loss: 3.176832E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.592 | TFLOPs: 32.28 |
7:  iteration    36230/   37905 | consumed samples:      9274880 | consumed tokens:  18994954240 | elapsed time per iteration (s): 0.37 | learning rate: 2.088E-05 | global batch size:   256 | lm loss: 3.182470E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.244 | TFLOPs: 32.26 |
7:  iteration    36240/   37905 | consumed samples:      9277440 | consumed tokens:  19000197120 | elapsed time per iteration (s): 0.37 | learning rate: 2.087E-05 | global batch size:   256 | lm loss: 3.181282E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.600 | TFLOPs: 32.28 |
7:  iteration    36250/   37905 | consumed samples:      9280000 | consumed tokens:  19005440000 | elapsed time per iteration (s): 0.37 | learning rate: 2.086E-05 | global batch size:   256 | lm loss: 3.175509E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.399 | TFLOPs: 32.27 |
7:  iteration    36260/   37905 | consumed samples:      9282560 | consumed tokens:  19010682880 | elapsed time per iteration (s): 0.37 | learning rate: 2.085E-05 | global batch size:   256 | lm loss: 3.184446E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.075 | TFLOPs: 32.26 |
7:  iteration    36270/   37905 | consumed samples:      9285120 | consumed tokens:  19015925760 | elapsed time per iteration (s): 0.37 | learning rate: 2.084E-05 | global batch size:   256 | lm loss: 3.185949E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.396 | TFLOPs: 32.23 |
7:  iteration    36280/   37905 | consumed samples:      9287680 | consumed tokens:  19021168640 | elapsed time per iteration (s): 0.37 | learning rate: 2.083E-05 | global batch size:   256 | lm loss: 3.170985E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.446 | TFLOPs: 32.23 |
7:  iteration    36290/   37905 | consumed samples:      9290240 | consumed tokens:  19026411520 | elapsed time per iteration (s): 0.37 | learning rate: 2.082E-05 | global batch size:   256 | lm loss: 3.185058E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.282 | TFLOPs: 32.22 |
7:  iteration    36300/   37905 | consumed samples:      9292800 | consumed tokens:  19031654400 | elapsed time per iteration (s): 0.37 | learning rate: 2.081E-05 | global batch size:   256 | lm loss: 3.161510E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.274 | TFLOPs: 32.27 |
7:  iteration    36310/   37905 | consumed samples:      9295360 | consumed tokens:  19036897280 | elapsed time per iteration (s): 0.37 | learning rate: 2.080E-05 | global batch size:   256 | lm loss: 3.178754E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.556 | TFLOPs: 32.28 |
7:  iteration    36320/   37905 | consumed samples:      9297920 | consumed tokens:  19042140160 | elapsed time per iteration (s): 0.37 | learning rate: 2.079E-05 | global batch size:   256 | lm loss: 3.187379E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.423 | TFLOPs: 32.27 |
7:  iteration    36330/   37905 | consumed samples:      9300480 | consumed tokens:  19047383040 | elapsed time per iteration (s): 0.37 | learning rate: 2.078E-05 | global batch size:   256 | lm loss: 3.169928E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.050 | TFLOPs: 32.30 |
7:  iteration    36340/   37905 | consumed samples:      9303040 | consumed tokens:  19052625920 | elapsed time per iteration (s): 0.37 | learning rate: 2.077E-05 | global batch size:   256 | lm loss: 3.174034E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.165 | TFLOPs: 32.31 |
7:  iteration    36350/   37905 | consumed samples:      9305600 | consumed tokens:  19057868800 | elapsed time per iteration (s): 0.37 | learning rate: 2.076E-05 | global batch size:   256 | lm loss: 3.177570E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.339 | TFLOPs: 32.32 |
7:  iteration    36360/   37905 | consumed samples:      9308160 | consumed tokens:  19063111680 | elapsed time per iteration (s): 0.37 | learning rate: 2.075E-05 | global batch size:   256 | lm loss: 3.151840E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.198 | TFLOPs: 32.31 |
7:  iteration    36370/   37905 | consumed samples:      9310720 | consumed tokens:  19068354560 | elapsed time per iteration (s): 0.37 | learning rate: 2.074E-05 | global batch size:   256 | lm loss: 3.170222E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.972 | TFLOPs: 32.30 |
7:  iteration    36380/   37905 | consumed samples:      9313280 | consumed tokens:  19073597440 | elapsed time per iteration (s): 0.37 | learning rate: 2.073E-05 | global batch size:   256 | lm loss: 3.182363E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.203 | TFLOPs: 32.31 |
7:  iteration    36390/   37905 | consumed samples:      9315840 | consumed tokens:  19078840320 | elapsed time per iteration (s): 0.37 | learning rate: 2.072E-05 | global batch size:   256 | lm loss: 3.170586E+00 | grad norm: 0.233 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.432 | TFLOPs: 32.27 |
7:  iteration    36400/   37905 | consumed samples:      9318400 | consumed tokens:  19084083200 | elapsed time per iteration (s): 0.37 | learning rate: 2.071E-05 | global batch size:   256 | lm loss: 3.170398E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.477 | TFLOPs: 32.28 |
7:  iteration    36410/   37905 | consumed samples:      9320960 | consumed tokens:  19089326080 | elapsed time per iteration (s): 0.37 | learning rate: 2.070E-05 | global batch size:   256 | lm loss: 3.173072E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.262 | TFLOPs: 32.27 |
7:  iteration    36420/   37905 | consumed samples:      9323520 | consumed tokens:  19094568960 | elapsed time per iteration (s): 0.37 | learning rate: 2.069E-05 | global batch size:   256 | lm loss: 3.161388E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.302 | TFLOPs: 32.27 |
7:  iteration    36430/   37905 | consumed samples:      9326080 | consumed tokens:  19099811840 | elapsed time per iteration (s): 0.37 | learning rate: 2.069E-05 | global batch size:   256 | lm loss: 3.182442E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.314 | TFLOPs: 32.27 |
7:  iteration    36440/   37905 | consumed samples:      9328640 | consumed tokens:  19105054720 | elapsed time per iteration (s): 0.37 | learning rate: 2.068E-05 | global batch size:   256 | lm loss: 3.165283E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.111 | TFLOPs: 32.26 |
7:  iteration    36450/   37905 | consumed samples:      9331200 | consumed tokens:  19110297600 | elapsed time per iteration (s): 0.37 | learning rate: 2.067E-05 | global batch size:   256 | lm loss: 3.167297E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.851 | TFLOPs: 32.25 |
7:  iteration    36460/   37905 | consumed samples:      9333760 | consumed tokens:  19115540480 | elapsed time per iteration (s): 0.37 | learning rate: 2.066E-05 | global batch size:   256 | lm loss: 3.174768E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.683 | TFLOPs: 32.29 |
7:  iteration    36470/   37905 | consumed samples:      9336320 | consumed tokens:  19120783360 | elapsed time per iteration (s): 0.37 | learning rate: 2.065E-05 | global batch size:   256 | lm loss: 3.180848E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.345 | TFLOPs: 32.27 |
7:  iteration    36480/   37905 | consumed samples:      9338880 | consumed tokens:  19126026240 | elapsed time per iteration (s): 0.37 | learning rate: 2.064E-05 | global batch size:   256 | lm loss: 3.162923E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.377 | TFLOPs: 32.27 |
7:  iteration    36490/   37905 | consumed samples:      9341440 | consumed tokens:  19131269120 | elapsed time per iteration (s): 0.37 | learning rate: 2.063E-05 | global batch size:   256 | lm loss: 3.173989E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.548 | TFLOPs: 32.28 |
7:  iteration    36500/   37905 | consumed samples:      9344000 | consumed tokens:  19136512000 | elapsed time per iteration (s): 0.37 | learning rate: 2.062E-05 | global batch size:   256 | lm loss: 3.175312E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.207 | TFLOPs: 32.26 |
7:  iteration    36510/   37905 | consumed samples:      9346560 | consumed tokens:  19141754880 | elapsed time per iteration (s): 0.37 | learning rate: 2.061E-05 | global batch size:   256 | lm loss: 3.169082E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.354 | TFLOPs: 32.27 |
7:  iteration    36520/   37905 | consumed samples:      9349120 | consumed tokens:  19146997760 | elapsed time per iteration (s): 0.37 | learning rate: 2.060E-05 | global batch size:   256 | lm loss: 3.172404E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.297 | TFLOPs: 32.27 |
7:  iteration    36530/   37905 | consumed samples:      9351680 | consumed tokens:  19152240640 | elapsed time per iteration (s): 0.37 | learning rate: 2.060E-05 | global batch size:   256 | lm loss: 3.188339E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.155 | TFLOPs: 32.26 |
7:  iteration    36540/   37905 | consumed samples:      9354240 | consumed tokens:  19157483520 | elapsed time per iteration (s): 0.37 | learning rate: 2.059E-05 | global batch size:   256 | lm loss: 3.184366E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.074 | TFLOPs: 32.26 |
7:  iteration    36550/   37905 | consumed samples:      9356800 | consumed tokens:  19162726400 | elapsed time per iteration (s): 0.37 | learning rate: 2.058E-05 | global batch size:   256 | lm loss: 3.183727E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.611 | TFLOPs: 32.24 |
7:  iteration    36560/   37905 | consumed samples:      9359360 | consumed tokens:  19167969280 | elapsed time per iteration (s): 0.37 | learning rate: 2.057E-05 | global batch size:   256 | lm loss: 3.169249E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.246 | TFLOPs: 32.26 |
7:  iteration    36570/   37905 | consumed samples:      9361920 | consumed tokens:  19173212160 | elapsed time per iteration (s): 0.37 | learning rate: 2.056E-05 | global batch size:   256 | lm loss: 3.169564E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.916 | TFLOPs: 32.25 |
7:  iteration    36580/   37905 | consumed samples:      9364480 | consumed tokens:  19178455040 | elapsed time per iteration (s): 0.37 | learning rate: 2.055E-05 | global batch size:   256 | lm loss: 3.184380E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.946 | TFLOPs: 32.25 |
7:  iteration    36590/   37905 | consumed samples:      9367040 | consumed tokens:  19183697920 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size:   256 | lm loss: 3.181674E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.699 | TFLOPs: 32.24 |
7:  iteration    36600/   37905 | consumed samples:      9369600 | consumed tokens:  19188940800 | elapsed time per iteration (s): 0.37 | learning rate: 2.054E-05 | global batch size:   256 | lm loss: 3.169251E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.037 | TFLOPs: 32.26 |
7:  iteration    36610/   37905 | consumed samples:      9372160 | consumed tokens:  19194183680 | elapsed time per iteration (s): 0.37 | learning rate: 2.053E-05 | global batch size:   256 | lm loss: 3.178022E+00 | grad norm: 0.214 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.886 | TFLOPs: 32.25 |
7:  iteration    36620/   37905 | consumed samples:      9374720 | consumed tokens:  19199426560 | elapsed time per iteration (s): 0.37 | learning rate: 2.052E-05 | global batch size:   256 | lm loss: 3.176927E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.714 | TFLOPs: 32.24 |
7:  iteration    36630/   37905 | consumed samples:      9377280 | consumed tokens:  19204669440 | elapsed time per iteration (s): 0.37 | learning rate: 2.051E-05 | global batch size:   256 | lm loss: 3.179339E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.717 | TFLOPs: 32.24 |
7:  iteration    36640/   37905 | consumed samples:      9379840 | consumed tokens:  19209912320 | elapsed time per iteration (s): 0.37 | learning rate: 2.050E-05 | global batch size:   256 | lm loss: 3.171786E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.220 | TFLOPs: 32.22 |
7:  iteration    36650/   37905 | consumed samples:      9382400 | consumed tokens:  19215155200 | elapsed time per iteration (s): 0.37 | learning rate: 2.050E-05 | global batch size:   256 | lm loss: 3.167376E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.652 | TFLOPs: 32.24 |
7:  iteration    36660/   37905 | consumed samples:      9384960 | consumed tokens:  19220398080 | elapsed time per iteration (s): 0.37 | learning rate: 2.049E-05 | global batch size:   256 | lm loss: 3.171294E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.091 | TFLOPs: 32.26 |
7:  iteration    36670/   37905 | consumed samples:      9387520 | consumed tokens:  19225640960 | elapsed time per iteration (s): 0.37 | learning rate: 2.048E-05 | global batch size:   256 | lm loss: 3.179898E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.351 | TFLOPs: 32.27 |
7:  iteration    36680/   37905 | consumed samples:      9390080 | consumed tokens:  19230883840 | elapsed time per iteration (s): 0.37 | learning rate: 2.047E-05 | global batch size:   256 | lm loss: 3.183060E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.105 | TFLOPs: 32.26 |
7:  iteration    36690/   37905 | consumed samples:      9392640 | consumed tokens:  19236126720 | elapsed time per iteration (s): 0.37 | learning rate: 2.047E-05 | global batch size:   256 | lm loss: 3.157327E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.737 | TFLOPs: 32.24 |
7:  iteration    36700/   37905 | consumed samples:      9395200 | consumed tokens:  19241369600 | elapsed time per iteration (s): 0.37 | learning rate: 2.046E-05 | global batch size:   256 | lm loss: 3.185179E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.726 | TFLOPs: 32.29 |
7:  iteration    36710/   37905 | consumed samples:      9397760 | consumed tokens:  19246612480 | elapsed time per iteration (s): 0.37 | learning rate: 2.045E-05 | global batch size:   256 | lm loss: 3.174038E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 688.299 | TFLOPs: 32.13 |
7:  iteration    36720/   37905 | consumed samples:      9400320 | consumed tokens:  19251855360 | elapsed time per iteration (s): 0.37 | learning rate: 2.044E-05 | global batch size:   256 | lm loss: 3.171839E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.010 | TFLOPs: 32.25 |
7:  iteration    36730/   37905 | consumed samples:      9402880 | consumed tokens:  19257098240 | elapsed time per iteration (s): 0.37 | learning rate: 2.044E-05 | global batch size:   256 | lm loss: 3.179779E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.679 | TFLOPs: 32.24 |
7:  iteration    36740/   37905 | consumed samples:      9405440 | consumed tokens:  19262341120 | elapsed time per iteration (s): 0.37 | learning rate: 2.043E-05 | global batch size:   256 | lm loss: 3.170030E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.641 | TFLOPs: 32.24 |
7:  iteration    36750/   37905 | consumed samples:      9408000 | consumed tokens:  19267584000 | elapsed time per iteration (s): 0.37 | learning rate: 2.042E-05 | global batch size:   256 | lm loss: 3.177202E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.736 | TFLOPs: 32.24 |
7:  iteration    36760/   37905 | consumed samples:      9410560 | consumed tokens:  19272826880 | elapsed time per iteration (s): 0.37 | learning rate: 2.041E-05 | global batch size:   256 | lm loss: 3.182829E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.529 | TFLOPs: 32.23 |
7:  iteration    36770/   37905 | consumed samples:      9413120 | consumed tokens:  19278069760 | elapsed time per iteration (s): 0.37 | learning rate: 2.041E-05 | global batch size:   256 | lm loss: 3.181571E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.664 | TFLOPs: 32.24 |
7:  iteration    36780/   37905 | consumed samples:      9415680 | consumed tokens:  19283312640 | elapsed time per iteration (s): 0.37 | learning rate: 2.040E-05 | global batch size:   256 | lm loss: 3.175617E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.678 | TFLOPs: 32.24 |
7:  iteration    36790/   37905 | consumed samples:      9418240 | consumed tokens:  19288555520 | elapsed time per iteration (s): 0.37 | learning rate: 2.039E-05 | global batch size:   256 | lm loss: 3.174076E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.251 | TFLOPs: 32.27 |
7:  iteration    36800/   37905 | consumed samples:      9420800 | consumed tokens:  19293798400 | elapsed time per iteration (s): 0.37 | learning rate: 2.038E-05 | global batch size:   256 | lm loss: 3.169942E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.941 | TFLOPs: 32.25 |
7:  iteration    36810/   37905 | consumed samples:      9423360 | consumed tokens:  19299041280 | elapsed time per iteration (s): 0.37 | learning rate: 2.038E-05 | global batch size:   256 | lm loss: 3.165798E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.638 | TFLOPs: 32.24 |
7:  iteration    36820/   37905 | consumed samples:      9425920 | consumed tokens:  19304284160 | elapsed time per iteration (s): 0.37 | learning rate: 2.037E-05 | global batch size:   256 | lm loss: 3.177318E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.300 | TFLOPs: 32.22 |
7:  iteration    36830/   37905 | consumed samples:      9428480 | consumed tokens:  19309527040 | elapsed time per iteration (s): 0.37 | learning rate: 2.036E-05 | global batch size:   256 | lm loss: 3.166107E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.074 | TFLOPs: 32.26 |
7:  iteration    36840/   37905 | consumed samples:      9431040 | consumed tokens:  19314769920 | elapsed time per iteration (s): 0.37 | learning rate: 2.036E-05 | global batch size:   256 | lm loss: 3.179647E+00 | grad norm: 0.214 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.457 | TFLOPs: 32.27 |
7:  iteration    36850/   37905 | consumed samples:      9433600 | consumed tokens:  19320012800 | elapsed time per iteration (s): 0.37 | learning rate: 2.035E-05 | global batch size:   256 | lm loss: 3.179617E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.162 | TFLOPs: 32.26 |
7:  iteration    36860/   37905 | consumed samples:      9436160 | consumed tokens:  19325255680 | elapsed time per iteration (s): 0.37 | learning rate: 2.034E-05 | global batch size:   256 | lm loss: 3.171798E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.081 | TFLOPs: 32.26 |
7:  iteration    36870/   37905 | consumed samples:      9438720 | consumed tokens:  19330498560 | elapsed time per iteration (s): 0.37 | learning rate: 2.034E-05 | global batch size:   256 | lm loss: 3.167402E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.852 | TFLOPs: 32.25 |
7:  iteration    36880/   37905 | consumed samples:      9441280 | consumed tokens:  19335741440 | elapsed time per iteration (s): 0.37 | learning rate: 2.033E-05 | global batch size:   256 | lm loss: 3.171566E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.860 | TFLOPs: 32.25 |
7:  iteration    36890/   37905 | consumed samples:      9443840 | consumed tokens:  19340984320 | elapsed time per iteration (s): 0.37 | learning rate: 2.032E-05 | global batch size:   256 | lm loss: 3.163135E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.302 | TFLOPs: 32.22 |
7:  iteration    36900/   37905 | consumed samples:      9446400 | consumed tokens:  19346227200 | elapsed time per iteration (s): 0.37 | learning rate: 2.032E-05 | global batch size:   256 | lm loss: 3.175403E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 684.841 | TFLOPs: 31.97 |
7:  iteration    36910/   37905 | consumed samples:      9448960 | consumed tokens:  19351470080 | elapsed time per iteration (s): 0.37 | learning rate: 2.031E-05 | global batch size:   256 | lm loss: 3.163713E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.726 | TFLOPs: 32.24 |
7:  iteration    36920/   37905 | consumed samples:      9451520 | consumed tokens:  19356712960 | elapsed time per iteration (s): 0.37 | learning rate: 2.031E-05 | global batch size:   256 | lm loss: 3.173070E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.151 | TFLOPs: 32.26 |
7:  iteration    36930/   37905 | consumed samples:      9454080 | consumed tokens:  19361955840 | elapsed time per iteration (s): 0.37 | learning rate: 2.030E-05 | global batch size:   256 | lm loss: 3.165996E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.894 | TFLOPs: 32.25 |
7:  iteration    36940/   37905 | consumed samples:      9456640 | consumed tokens:  19367198720 | elapsed time per iteration (s): 0.37 | learning rate: 2.029E-05 | global batch size:   256 | lm loss: 3.171032E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.124 | TFLOPs: 32.26 |
7:  iteration    36950/   37905 | consumed samples:      9459200 | consumed tokens:  19372441600 | elapsed time per iteration (s): 0.37 | learning rate: 2.029E-05 | global batch size:   256 | lm loss: 3.172966E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.863 | TFLOPs: 32.25 |
7:  iteration    36960/   37905 | consumed samples:      9461760 | consumed tokens:  19377684480 | elapsed time per iteration (s): 0.37 | learning rate: 2.028E-05 | global batch size:   256 | lm loss: 3.183661E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.013 | TFLOPs: 32.25 |
7:  iteration    36970/   37905 | consumed samples:      9464320 | consumed tokens:  19382927360 | elapsed time per iteration (s): 0.37 | learning rate: 2.028E-05 | global batch size:   256 | lm loss: 3.168776E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.117 | TFLOPs: 32.26 |
7:  iteration    36980/   37905 | consumed samples:      9466880 | consumed tokens:  19388170240 | elapsed time per iteration (s): 0.37 | learning rate: 2.027E-05 | global batch size:   256 | lm loss: 3.170984E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.232 | TFLOPs: 32.26 |
7:  iteration    36990/   37905 | consumed samples:      9469440 | consumed tokens:  19393413120 | elapsed time per iteration (s): 0.37 | learning rate: 2.026E-05 | global batch size:   256 | lm loss: 3.169360E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.462 | TFLOPs: 32.27 |
7:  iteration    37000/   37905 | consumed samples:      9472000 | consumed tokens:  19398656000 | elapsed time per iteration (s): 0.37 | learning rate: 2.026E-05 | global batch size:   256 | lm loss: 3.182812E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.645 | TFLOPs: 32.28 |
7: ------------------------------------------------------------------------------------------------
7: validation loss at iteration 37000 | lm loss value: 3.788722E+00 | lm loss PPL: 4.419986E+01 | 
7: ------------------------------------------------------------------------------------------------
0: saving checkpoint at iteration   37000 to checkpoints_146m20b100m
0: [2023-03-14 15:39:20,993] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step37000 is begin to save!
0: [2023-03-14 15:39:20,996] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_01-model_00-model_states.pt...
0: [2023-03-14 15:39:21,115] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/layer_01-model_00-model_states.pt.
0: [2023-03-14 15:39:21,115] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_03-model_00-model_states.pt...
0: [2023-03-14 15:39:21,130] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/layer_03-model_00-model_states.pt.
0: [2023-03-14 15:39:21,131] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_04-model_00-model_states.pt...
0: [2023-03-14 15:39:21,146] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/layer_04-model_00-model_states.pt.
0: [2023-03-14 15:39:21,146] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_05-model_00-model_states.pt...
0: [2023-03-14 15:39:21,161] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/layer_05-model_00-model_states.pt.
0: [2023-03-14 15:39:21,161] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_06-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,191] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_08-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,206] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_09-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,220] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_10-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,235] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_11-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,280] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_14-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,295] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_15-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,310] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_16-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,325] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_17-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,340] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/layer_19-model_00-model_states.pt...
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0: [2023-03-14 15:39:21,342] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step37000/mp_rank_00_model_states.pt
0: [2023-03-14 15:39:21,342] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/mp_rank_00_model_states.pt...
0: [2023-03-14 15:39:21,346] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/mp_rank_00_model_states.pt.
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_2_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_5_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_56_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_62_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt...
7: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_57_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_45_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_40_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_42_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt...
5: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_46_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_9_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_12_mp_rank_00_optim_states.pt...
1: [2023-03-14 15:39:21,363] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt...
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1: [2023-03-14 15:39:21,404] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
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1: [2023-03-14 15:39:21,404] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_13_mp_rank_00_optim_states.pt
1: [2023-03-14 15:39:21,404] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_8_mp_rank_00_optim_states.pt
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1: [2023-03-14 15:39:21,404] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_14_mp_rank_00_optim_states.pt
1: [2023-03-14 15:39:21,404] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
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6: [2023-03-14 15:39:21,405] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_51_mp_rank_00_optim_states.pt
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5: [2023-03-14 15:39:21,405] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:39:21,405] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_34_mp_rank_00_optim_states.pt
5: [2023-03-14 15:39:21,405] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
4: [2023-03-14 15:39:21,405] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
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5: [2023-03-14 15:39:21,405] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
3: [2023-03-14 15:39:21,405] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_26_mp_rank_00_optim_states.pt
5: [2023-03-14 15:39:21,405] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
3: [2023-03-14 15:39:21,405] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
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1: [2023-03-14 15:39:21,405] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt.
4: [2023-03-14 15:39:21,406] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_38_mp_rank_00_optim_states.pt
1: [2023-03-14 15:39:21,406] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_10_mp_rank_00_optim_states.pt
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0: [2023-03-14 15:39:21,406] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt
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7: [2023-03-14 15:39:21,406] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_60_mp_rank_00_optim_states.pt
7: [2023-03-14 15:39:21,406] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
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7: [2023-03-14 15:39:21,407] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_63_mp_rank_00_optim_states.pt
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2: [2023-03-14 15:39:21,407] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt
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7: [2023-03-14 15:39:21,408] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_61_mp_rank_00_optim_states.pt
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6: [2023-03-14 15:39:21,408] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_49_mp_rank_00_optim_states.pt
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6: [2023-03-14 15:39:21,408] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_55_mp_rank_00_optim_states.pt
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4: [2023-03-14 15:39:21,408] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_39_mp_rank_00_optim_states.pt
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7: [2023-03-14 15:39:21,410] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt.
7: [2023-03-14 15:39:21,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_58_mp_rank_00_optim_states.pt
7: [2023-03-14 15:39:21,410] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_59_mp_rank_00_optim_states.pt
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2: [2023-03-14 15:39:21,414] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt.
2: [2023-03-14 15:39:21,414] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_20_mp_rank_00_optim_states.pt
2: [2023-03-14 15:39:21,414] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_18_mp_rank_00_optim_states.pt
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0: [2023-03-14 15:39:21,425] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37000/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:39:21,425] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37000 is ready now!
0:   successfully saved checkpoint at iteration   37000 to checkpoints_146m20b100m
7: time (ms) | save-checkpoint: 439.42
7:  iteration    37010/   37905 | consumed samples:      9474560 | consumed tokens:  19403898880 | elapsed time per iteration (s): 0.42 | learning rate: 2.025E-05 | global batch size:   256 | lm loss: 3.174883E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 604.825 | TFLOPs: 28.23 |
7:  iteration    37020/   37905 | consumed samples:      9477120 | consumed tokens:  19409141760 | elapsed time per iteration (s): 0.37 | learning rate: 2.025E-05 | global batch size:   256 | lm loss: 3.173027E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.355 | TFLOPs: 32.27 |
7:  iteration    37030/   37905 | consumed samples:      9479680 | consumed tokens:  19414384640 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size:   256 | lm loss: 3.183080E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.737 | TFLOPs: 32.29 |
7:  iteration    37040/   37905 | consumed samples:      9482240 | consumed tokens:  19419627520 | elapsed time per iteration (s): 0.37 | learning rate: 2.024E-05 | global batch size:   256 | lm loss: 3.162963E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.052 | TFLOPs: 32.30 |
7:  iteration    37050/   37905 | consumed samples:      9484800 | consumed tokens:  19424870400 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size:   256 | lm loss: 3.185060E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.734 | TFLOPs: 32.29 |
7:  iteration    37060/   37905 | consumed samples:      9487360 | consumed tokens:  19430113280 | elapsed time per iteration (s): 0.37 | learning rate: 2.023E-05 | global batch size:   256 | lm loss: 3.165752E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.191 | TFLOPs: 32.31 |
7:  iteration    37070/   37905 | consumed samples:      9489920 | consumed tokens:  19435356160 | elapsed time per iteration (s): 0.37 | learning rate: 2.022E-05 | global batch size:   256 | lm loss: 3.182692E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.584 | TFLOPs: 32.28 |
7:  iteration    37080/   37905 | consumed samples:      9492480 | consumed tokens:  19440599040 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size:   256 | lm loss: 3.161668E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.604 | TFLOPs: 32.28 |
7:  iteration    37090/   37905 | consumed samples:      9495040 | consumed tokens:  19445841920 | elapsed time per iteration (s): 0.37 | learning rate: 2.021E-05 | global batch size:   256 | lm loss: 3.179618E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.827 | TFLOPs: 32.20 |
7:  iteration    37100/   37905 | consumed samples:      9497600 | consumed tokens:  19451084800 | elapsed time per iteration (s): 0.37 | learning rate: 2.020E-05 | global batch size:   256 | lm loss: 3.186676E+00 | grad norm: 0.231 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.636 | TFLOPs: 32.28 |
7:  iteration    37110/   37905 | consumed samples:      9500160 | consumed tokens:  19456327680 | elapsed time per iteration (s): 0.37 | learning rate: 2.020E-05 | global batch size:   256 | lm loss: 3.164782E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.637 | TFLOPs: 32.28 |
7:  iteration    37120/   37905 | consumed samples:      9502720 | consumed tokens:  19461570560 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size:   256 | lm loss: 3.175957E+00 | grad norm: 0.210 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.093 | TFLOPs: 32.26 |
7:  iteration    37130/   37905 | consumed samples:      9505280 | consumed tokens:  19466813440 | elapsed time per iteration (s): 0.37 | learning rate: 2.019E-05 | global batch size:   256 | lm loss: 3.172577E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.478 | TFLOPs: 32.28 |
7:  iteration    37140/   37905 | consumed samples:      9507840 | consumed tokens:  19472056320 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size:   256 | lm loss: 3.184226E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.727 | TFLOPs: 32.29 |
7:  iteration    37150/   37905 | consumed samples:      9510400 | consumed tokens:  19477299200 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size:   256 | lm loss: 3.182281E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.146 | TFLOPs: 32.21 |
7:  iteration    37160/   37905 | consumed samples:      9512960 | consumed tokens:  19482542080 | elapsed time per iteration (s): 0.37 | learning rate: 2.018E-05 | global batch size:   256 | lm loss: 3.172927E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.175 | TFLOPs: 32.21 |
7:  iteration    37170/   37905 | consumed samples:      9515520 | consumed tokens:  19487784960 | elapsed time per iteration (s): 0.37 | learning rate: 2.017E-05 | global batch size:   256 | lm loss: 3.169014E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.365 | TFLOPs: 32.22 |
7:  iteration    37180/   37905 | consumed samples:      9518080 | consumed tokens:  19493027840 | elapsed time per iteration (s): 0.37 | learning rate: 2.017E-05 | global batch size:   256 | lm loss: 3.178101E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.787 | TFLOPs: 32.24 |
7:  iteration    37190/   37905 | consumed samples:      9520640 | consumed tokens:  19498270720 | elapsed time per iteration (s): 0.37 | learning rate: 2.016E-05 | global batch size:   256 | lm loss: 3.178930E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.214 | TFLOPs: 32.22 |
7:  iteration    37200/   37905 | consumed samples:      9523200 | consumed tokens:  19503513600 | elapsed time per iteration (s): 0.37 | learning rate: 2.016E-05 | global batch size:   256 | lm loss: 3.170354E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.570 | TFLOPs: 32.19 |
7:  iteration    37210/   37905 | consumed samples:      9525760 | consumed tokens:  19508756480 | elapsed time per iteration (s): 0.37 | learning rate: 2.015E-05 | global batch size:   256 | lm loss: 3.183113E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.070 | TFLOPs: 32.21 |
7:  iteration    37220/   37905 | consumed samples:      9528320 | consumed tokens:  19513999360 | elapsed time per iteration (s): 0.37 | learning rate: 2.015E-05 | global batch size:   256 | lm loss: 3.164280E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.376 | TFLOPs: 32.18 |
7:  iteration    37230/   37905 | consumed samples:      9530880 | consumed tokens:  19519242240 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size:   256 | lm loss: 3.175428E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 689.370 | TFLOPs: 32.18 |
7:  iteration    37240/   37905 | consumed samples:      9533440 | consumed tokens:  19524485120 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size:   256 | lm loss: 3.164288E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.408 | TFLOPs: 32.23 |
7:  iteration    37250/   37905 | consumed samples:      9536000 | consumed tokens:  19529728000 | elapsed time per iteration (s): 0.37 | learning rate: 2.014E-05 | global batch size:   256 | lm loss: 3.174312E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.271 | TFLOPs: 32.27 |
7:  iteration    37260/   37905 | consumed samples:      9538560 | consumed tokens:  19534970880 | elapsed time per iteration (s): 0.37 | learning rate: 2.013E-05 | global batch size:   256 | lm loss: 3.183704E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.074 | TFLOPs: 32.30 |
7:  iteration    37270/   37905 | consumed samples:      9541120 | consumed tokens:  19540213760 | elapsed time per iteration (s): 0.37 | learning rate: 2.013E-05 | global batch size:   256 | lm loss: 3.185635E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.931 | TFLOPs: 32.30 |
7:  iteration    37280/   37905 | consumed samples:      9543680 | consumed tokens:  19545456640 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size:   256 | lm loss: 3.172234E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.922 | TFLOPs: 32.30 |
7:  iteration    37290/   37905 | consumed samples:      9546240 | consumed tokens:  19550699520 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size:   256 | lm loss: 3.169536E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.820 | TFLOPs: 32.29 |
7:  iteration    37300/   37905 | consumed samples:      9548800 | consumed tokens:  19555942400 | elapsed time per iteration (s): 0.37 | learning rate: 2.012E-05 | global batch size:   256 | lm loss: 3.180276E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.861 | TFLOPs: 32.29 |
7:  iteration    37310/   37905 | consumed samples:      9551360 | consumed tokens:  19561185280 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size:   256 | lm loss: 3.164322E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.474 | TFLOPs: 32.28 |
7:  iteration    37320/   37905 | consumed samples:      9553920 | consumed tokens:  19566428160 | elapsed time per iteration (s): 0.37 | learning rate: 2.011E-05 | global batch size:   256 | lm loss: 3.170579E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.280 | TFLOPs: 32.27 |
7:  iteration    37330/   37905 | consumed samples:      9556480 | consumed tokens:  19571671040 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size:   256 | lm loss: 3.170955E+00 | grad norm: 0.232 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.043 | TFLOPs: 32.30 |
7:  iteration    37340/   37905 | consumed samples:      9559040 | consumed tokens:  19576913920 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size:   256 | lm loss: 3.177638E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.968 | TFLOPs: 32.30 |
7:  iteration    37350/   37905 | consumed samples:      9561600 | consumed tokens:  19582156800 | elapsed time per iteration (s): 0.37 | learning rate: 2.010E-05 | global batch size:   256 | lm loss: 3.179531E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.732 | TFLOPs: 32.29 |
7:  iteration    37360/   37905 | consumed samples:      9564160 | consumed tokens:  19587399680 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size:   256 | lm loss: 3.169940E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.367 | TFLOPs: 32.27 |
7:  iteration    37370/   37905 | consumed samples:      9566720 | consumed tokens:  19592642560 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size:   256 | lm loss: 3.174529E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.471 | TFLOPs: 32.28 |
7:  iteration    37380/   37905 | consumed samples:      9569280 | consumed tokens:  19597885440 | elapsed time per iteration (s): 0.37 | learning rate: 2.009E-05 | global batch size:   256 | lm loss: 3.173610E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.403 | TFLOPs: 32.27 |
7:  iteration    37390/   37905 | consumed samples:      9571840 | consumed tokens:  19603128320 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size:   256 | lm loss: 3.163290E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.408 | TFLOPs: 32.27 |
7:  iteration    37400/   37905 | consumed samples:      9574400 | consumed tokens:  19608371200 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size:   256 | lm loss: 3.182554E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.123 | TFLOPs: 32.26 |
7:  iteration    37410/   37905 | consumed samples:      9576960 | consumed tokens:  19613614080 | elapsed time per iteration (s): 0.37 | learning rate: 2.008E-05 | global batch size:   256 | lm loss: 3.163554E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.824 | TFLOPs: 32.29 |
7:  iteration    37420/   37905 | consumed samples:      9579520 | consumed tokens:  19618856960 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.185996E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.498 | TFLOPs: 32.28 |
7:  iteration    37430/   37905 | consumed samples:      9582080 | consumed tokens:  19624099840 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.179883E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.908 | TFLOPs: 32.30 |
7:  iteration    37440/   37905 | consumed samples:      9584640 | consumed tokens:  19629342720 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.176118E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.309 | TFLOPs: 32.27 |
7:  iteration    37450/   37905 | consumed samples:      9587200 | consumed tokens:  19634585600 | elapsed time per iteration (s): 0.37 | learning rate: 2.007E-05 | global batch size:   256 | lm loss: 3.173968E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.325 | TFLOPs: 32.27 |
7:  iteration    37460/   37905 | consumed samples:      9589760 | consumed tokens:  19639828480 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size:   256 | lm loss: 3.174588E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.723 | TFLOPs: 32.29 |
7:  iteration    37470/   37905 | consumed samples:      9592320 | consumed tokens:  19645071360 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size:   256 | lm loss: 3.174072E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.406 | TFLOPs: 32.27 |
7:  iteration    37480/   37905 | consumed samples:      9594880 | consumed tokens:  19650314240 | elapsed time per iteration (s): 0.37 | learning rate: 2.006E-05 | global batch size:   256 | lm loss: 3.178739E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.488 | TFLOPs: 32.28 |
7:  iteration    37490/   37905 | consumed samples:      9597440 | consumed tokens:  19655557120 | elapsed time per iteration (s): 0.37 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.174579E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.784 | TFLOPs: 32.29 |
7:  iteration    37500/   37905 | consumed samples:      9600000 | consumed tokens:  19660800000 | elapsed time per iteration (s): 0.37 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.172390E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.142 | TFLOPs: 32.26 |
7:  iteration    37510/   37905 | consumed samples:      9602560 | consumed tokens:  19666042880 | elapsed time per iteration (s): 0.37 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.179858E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.699 | TFLOPs: 32.29 |
7:  iteration    37520/   37905 | consumed samples:      9605120 | consumed tokens:  19671285760 | elapsed time per iteration (s): 0.37 | learning rate: 2.005E-05 | global batch size:   256 | lm loss: 3.171338E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.650 | TFLOPs: 32.28 |
7:  iteration    37530/   37905 | consumed samples:      9607680 | consumed tokens:  19676528640 | elapsed time per iteration (s): 0.37 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.191390E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.502 | TFLOPs: 32.28 |
7:  iteration    37540/   37905 | consumed samples:      9610240 | consumed tokens:  19681771520 | elapsed time per iteration (s): 0.37 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.163588E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.684 | TFLOPs: 32.29 |
7:  iteration    37550/   37905 | consumed samples:      9612800 | consumed tokens:  19687014400 | elapsed time per iteration (s): 0.37 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.187098E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.688 | TFLOPs: 32.29 |
7:  iteration    37560/   37905 | consumed samples:      9615360 | consumed tokens:  19692257280 | elapsed time per iteration (s): 0.37 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.177950E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.865 | TFLOPs: 32.29 |
7:  iteration    37570/   37905 | consumed samples:      9617920 | consumed tokens:  19697500160 | elapsed time per iteration (s): 0.38 | learning rate: 2.004E-05 | global batch size:   256 | lm loss: 3.183656E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 681.432 | TFLOPs: 31.81 |
7:  iteration    37580/   37905 | consumed samples:      9620480 | consumed tokens:  19702743040 | elapsed time per iteration (s): 0.37 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.171748E+00 | grad norm: 0.230 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 690.981 | TFLOPs: 32.25 |
7:  iteration    37590/   37905 | consumed samples:      9623040 | consumed tokens:  19707985920 | elapsed time per iteration (s): 0.37 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.171537E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.768 | TFLOPs: 32.29 |
7:  iteration    37600/   37905 | consumed samples:      9625600 | consumed tokens:  19713228800 | elapsed time per iteration (s): 0.37 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.174174E+00 | grad norm: 0.234 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.062 | TFLOPs: 32.30 |
7:  iteration    37610/   37905 | consumed samples:      9628160 | consumed tokens:  19718471680 | elapsed time per iteration (s): 0.37 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.171373E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.871 | TFLOPs: 32.29 |
7:  iteration    37620/   37905 | consumed samples:      9630720 | consumed tokens:  19723714560 | elapsed time per iteration (s): 0.37 | learning rate: 2.003E-05 | global batch size:   256 | lm loss: 3.184037E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.233 | TFLOPs: 32.31 |
7:  iteration    37630/   37905 | consumed samples:      9633280 | consumed tokens:  19728957440 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.178360E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.000 | TFLOPs: 32.30 |
7:  iteration    37640/   37905 | consumed samples:      9635840 | consumed tokens:  19734200320 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.185270E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.948 | TFLOPs: 32.30 |
7:  iteration    37650/   37905 | consumed samples:      9638400 | consumed tokens:  19739443200 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.185649E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.126 | TFLOPs: 32.31 |
7:  iteration    37660/   37905 | consumed samples:      9640960 | consumed tokens:  19744686080 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.171732E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.964 | TFLOPs: 32.30 |
7:  iteration    37670/   37905 | consumed samples:      9643520 | consumed tokens:  19749928960 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.179532E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.918 | TFLOPs: 32.30 |
7:  iteration    37680/   37905 | consumed samples:      9646080 | consumed tokens:  19755171840 | elapsed time per iteration (s): 0.37 | learning rate: 2.002E-05 | global batch size:   256 | lm loss: 3.188042E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.815 | TFLOPs: 32.29 |
7:  iteration    37690/   37905 | consumed samples:      9648640 | consumed tokens:  19760414720 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.170151E+00 | grad norm: 0.215 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.274 | TFLOPs: 32.31 |
7:  iteration    37700/   37905 | consumed samples:      9651200 | consumed tokens:  19765657600 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.173066E+00 | grad norm: 0.224 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.179 | TFLOPs: 32.31 |
7:  iteration    37710/   37905 | consumed samples:      9653760 | consumed tokens:  19770900480 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.171445E+00 | grad norm: 0.223 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.289 | TFLOPs: 32.31 |
7:  iteration    37720/   37905 | consumed samples:      9656320 | consumed tokens:  19776143360 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.167439E+00 | grad norm: 0.218 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.099 | TFLOPs: 32.30 |
7:  iteration    37730/   37905 | consumed samples:      9658880 | consumed tokens:  19781386240 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.167638E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.935 | TFLOPs: 32.30 |
7:  iteration    37740/   37905 | consumed samples:      9661440 | consumed tokens:  19786629120 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.171194E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.039 | TFLOPs: 32.30 |
7:  iteration    37750/   37905 | consumed samples:      9664000 | consumed tokens:  19791872000 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.169419E+00 | grad norm: 0.226 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.237 | TFLOPs: 32.31 |
7:  iteration    37760/   37905 | consumed samples:      9666560 | consumed tokens:  19797114880 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.165382E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.054 | TFLOPs: 32.30 |
7:  iteration    37770/   37905 | consumed samples:      9669120 | consumed tokens:  19802357760 | elapsed time per iteration (s): 0.37 | learning rate: 2.001E-05 | global batch size:   256 | lm loss: 3.164729E+00 | grad norm: 0.220 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.909 | TFLOPs: 32.30 |
7:  iteration    37780/   37905 | consumed samples:      9671680 | consumed tokens:  19807600640 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.170388E+00 | grad norm: 0.216 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.173 | TFLOPs: 32.31 |
7:  iteration    37790/   37905 | consumed samples:      9674240 | consumed tokens:  19812843520 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.167315E+00 | grad norm: 0.222 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.614 | TFLOPs: 32.28 |
7:  iteration    37800/   37905 | consumed samples:      9676800 | consumed tokens:  19818086400 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.178843E+00 | grad norm: 0.217 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.589 | TFLOPs: 32.28 |
7:  iteration    37810/   37905 | consumed samples:      9679360 | consumed tokens:  19823329280 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.181408E+00 | grad norm: 0.225 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.725 | TFLOPs: 32.29 |
7:  iteration    37820/   37905 | consumed samples:      9681920 | consumed tokens:  19828572160 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.183667E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.098 | TFLOPs: 32.30 |
7:  iteration    37830/   37905 | consumed samples:      9684480 | consumed tokens:  19833815040 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.165388E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.452 | TFLOPs: 32.32 |
7:  iteration    37840/   37905 | consumed samples:      9687040 | consumed tokens:  19839057920 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.170848E+00 | grad norm: 0.235 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.325 | TFLOPs: 32.32 |
7:  iteration    37850/   37905 | consumed samples:      9689600 | consumed tokens:  19844300800 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.170672E+00 | grad norm: 0.229 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.347 | TFLOPs: 32.32 |
7:  iteration    37860/   37905 | consumed samples:      9692160 | consumed tokens:  19849543680 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.171233E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 691.843 | TFLOPs: 32.29 |
7:  iteration    37870/   37905 | consumed samples:      9694720 | consumed tokens:  19854786560 | elapsed time per iteration (s): 0.38 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.176416E+00 | grad norm: 0.219 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 673.140 | TFLOPs: 31.42 |
7:  iteration    37880/   37905 | consumed samples:      9697280 | consumed tokens:  19860029440 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.176087E+00 | grad norm: 0.227 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.684 | TFLOPs: 32.33 |
7:  iteration    37890/   37905 | consumed samples:      9699840 | consumed tokens:  19865272320 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.187790E+00 | grad norm: 0.228 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.291 | TFLOPs: 32.31 |
7:  iteration    37900/   37905 | consumed samples:      9702400 | consumed tokens:  19870515200 | elapsed time per iteration (s): 0.37 | learning rate: 2.000E-05 | global batch size:   256 | lm loss: 3.177906E+00 | grad norm: 0.221 | num zeros: 0.0 | number of skipped iterations:   0 | number of nan iterations:   0 | samples per second: 692.220 | TFLOPs: 32.31 |
0: [after training is done] datetime: 2023-03-14 15:44:56 
0: saving checkpoint at iteration   37905 to checkpoints_146m20b100m
7: -----------------------------------------------------------------------------------------------------------------
7: validation loss at the end of training for val data | lm loss value: 3.752724E+00 | lm loss PPL: 4.263708E+01 | 
7: -----------------------------------------------------------------------------------------------------------------
0: [2023-03-14 15:44:56,683] [INFO] [logging.py:68:log_dist] [Rank 0] [Torch] Checkpoint global_step37905 is begin to save!
0: [2023-03-14 15:44:56,687] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/layer_01-model_00-model_states.pt...
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0: [2023-03-14 15:44:56,947] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/layer_14-model_00-model_states.pt...
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0: [2023-03-14 15:44:57,007] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/layer_19-model_00-model_states.pt...
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0: [2023-03-14 15:44:57,009] [INFO] [logging.py:68:log_dist] [Rank 0] Saving model checkpoint: checkpoints_146m20b100m/global_step37905/mp_rank_00_model_states.pt
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0: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_4_mp_rank_00_optim_states.pt...
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0: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_6_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_3_mp_rank_00_optim_states.pt...
0: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_7_mp_rank_00_optim_states.pt...
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2: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_21_mp_rank_00_optim_states.pt...
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6: [2023-03-14 15:44:57,028] [INFO] [torch_checkpoint_engine.py:15:save] [Torch] Saving checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_53_mp_rank_00_optim_states.pt...
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5: [2023-03-14 15:44:57,082] [INFO] [torch_checkpoint_engine.py:17:save] [Torch] Saved checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt.
5: [2023-03-14 15:44:57,082] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_44_mp_rank_00_optim_states.pt
5: [2023-03-14 15:44:57,082] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_47_mp_rank_00_optim_states.pt
5: [2023-03-14 15:44:57,082] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37905 is ready now!
5: [2023-03-14 15:44:57,082] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37905 is ready now!
0: [2023-03-14 15:44:57,083] [INFO] [engine.py:3213:_save_zero_checkpoint] bf16_zero checkpoint saved checkpoints_146m20b100m/global_step37905/bf16_zero_pp_rank_0_mp_rank_00_optim_states.pt
0: [2023-03-14 15:44:57,083] [INFO] [torch_checkpoint_engine.py:27:commit] [Torch] Checkpoint global_step37905 is ready now!
0:   successfully saved checkpoint at iteration   37905 to checkpoints_146m20b100m
END 3303640: Tue 14 Mar 2023 03:45:07 PM EET