| { | |
| "best_metric": 0.8392, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0159/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": 137.9383087158203, | |
| "learning_rate": 7.681980515339464e-05, | |
| "loss": 2.973, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6874666666666667, | |
| "eval_loss": 1.2210325002670288, | |
| "eval_runtime": 9.459, | |
| "eval_samples_per_second": 396.447, | |
| "eval_steps_per_second": 6.237, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 81.1788558959961, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.8902, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8133333333333334, | |
| "eval_loss": 0.6827618479728699, | |
| "eval_runtime": 9.4109, | |
| "eval_samples_per_second": 398.472, | |
| "eval_steps_per_second": 6.269, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 150.64979553222656, | |
| "learning_rate": 1.3180194846605365e-05, | |
| "loss": 0.5986, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8376, | |
| "eval_loss": 0.5594238042831421, | |
| "eval_runtime": 9.434, | |
| "eval_samples_per_second": 397.498, | |
| "eval_steps_per_second": 6.254, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 138.4973907470703, | |
| "learning_rate": 0.0, | |
| "loss": 0.5293, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8392, | |
| "eval_loss": 0.5682986974716187, | |
| "eval_runtime": 9.3672, | |
| "eval_samples_per_second": 400.335, | |
| "eval_steps_per_second": 6.299, | |
| "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 | |
| } | |