| { | |
| "best_metric": 0.8930666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0732/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": 86.1171646118164, | |
| "learning_rate": 0.00025606601717798207, | |
| "loss": 1.46, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8432, | |
| "eval_loss": 0.5343128442764282, | |
| "eval_runtime": 6.9404, | |
| "eval_samples_per_second": 540.312, | |
| "eval_steps_per_second": 8.501, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 36.09114456176758, | |
| "learning_rate": 0.00015, | |
| "loss": 0.3609, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8746666666666667, | |
| "eval_loss": 0.4232662618160248, | |
| "eval_runtime": 6.867, | |
| "eval_samples_per_second": 546.086, | |
| "eval_steps_per_second": 8.592, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 52.264495849609375, | |
| "learning_rate": 4.3933982822017876e-05, | |
| "loss": 0.1704, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8909333333333334, | |
| "eval_loss": 0.3894491195678711, | |
| "eval_runtime": 6.9157, | |
| "eval_samples_per_second": 542.242, | |
| "eval_steps_per_second": 8.531, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 91.16395568847656, | |
| "learning_rate": 0.0, | |
| "loss": 0.0971, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8930666666666667, | |
| "eval_loss": 0.3830524682998657, | |
| "eval_runtime": 7.2963, | |
| "eval_samples_per_second": 513.96, | |
| "eval_steps_per_second": 8.086, | |
| "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 | |
| } | |