| { | |
| "best_metric": 0.8674666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0158/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": 29.299392700195312, | |
| "learning_rate": 0.0005, | |
| "loss": 1.3433, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8048, | |
| "eval_loss": 0.646480143070221, | |
| "eval_runtime": 9.2071, | |
| "eval_samples_per_second": 407.293, | |
| "eval_steps_per_second": 6.408, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 19.392345428466797, | |
| "learning_rate": 0.0005, | |
| "loss": 0.4646, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.856, | |
| "eval_loss": 0.4834669828414917, | |
| "eval_runtime": 9.2158, | |
| "eval_samples_per_second": 406.911, | |
| "eval_steps_per_second": 6.402, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 24.09852409362793, | |
| "learning_rate": 0.0005, | |
| "loss": 0.2995, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8517333333333333, | |
| "eval_loss": 0.4870469272136688, | |
| "eval_runtime": 9.1986, | |
| "eval_samples_per_second": 407.671, | |
| "eval_steps_per_second": 6.414, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 18.58635139465332, | |
| "learning_rate": 0.0005, | |
| "loss": 0.2108, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8674666666666667, | |
| "eval_loss": 0.4608042240142822, | |
| "eval_runtime": 9.2259, | |
| "eval_samples_per_second": 406.466, | |
| "eval_steps_per_second": 6.395, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |