|
{ |
|
"best_metric": 0.8498666666666667, |
|
"best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0738/checkpoints/checkpoint-1332", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 1332, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 103.27342224121094, |
|
"learning_rate": 7.500000000000001e-05, |
|
"loss": 2.7924, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7170666666666666, |
|
"eval_loss": 1.0600813627243042, |
|
"eval_runtime": 7.2439, |
|
"eval_samples_per_second": 517.68, |
|
"eval_steps_per_second": 8.145, |
|
"step": 333 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 69.00341033935547, |
|
"learning_rate": 5e-05, |
|
"loss": 0.7538, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8106666666666666, |
|
"eval_loss": 0.6125195026397705, |
|
"eval_runtime": 7.089, |
|
"eval_samples_per_second": 528.986, |
|
"eval_steps_per_second": 8.323, |
|
"step": 666 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 184.40866088867188, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.487, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.84, |
|
"eval_loss": 0.49762213230133057, |
|
"eval_runtime": 7.1478, |
|
"eval_samples_per_second": 524.634, |
|
"eval_steps_per_second": 8.254, |
|
"step": 999 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 52.62934112548828, |
|
"learning_rate": 0.0, |
|
"loss": 0.37, |
|
"step": 1332 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8498666666666667, |
|
"eval_loss": 0.4809016287326813, |
|
"eval_runtime": 7.116, |
|
"eval_samples_per_second": 526.985, |
|
"eval_steps_per_second": 8.291, |
|
"step": 1332 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 1332, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 3.2705716958208e+18, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|