| { | |
| "best_metric": 0.8973333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0278/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": 100.11565399169922, | |
| "learning_rate": 7e-05, | |
| "loss": 3.2288, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6648, | |
| "eval_loss": 1.591703176498413, | |
| "eval_runtime": 7.8681, | |
| "eval_samples_per_second": 476.605, | |
| "eval_steps_per_second": 7.499, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 221.52415466308594, | |
| "learning_rate": 7e-05, | |
| "loss": 0.9007, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8488, | |
| "eval_loss": 0.5711522102355957, | |
| "eval_runtime": 8.0455, | |
| "eval_samples_per_second": 466.1, | |
| "eval_steps_per_second": 7.333, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 687.185546875, | |
| "learning_rate": 7e-05, | |
| "loss": 0.4955, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8792, | |
| "eval_loss": 0.42944324016571045, | |
| "eval_runtime": 7.9413, | |
| "eval_samples_per_second": 472.212, | |
| "eval_steps_per_second": 7.429, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 153.33673095703125, | |
| "learning_rate": 7e-05, | |
| "loss": 0.3371, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8973333333333333, | |
| "eval_loss": 0.35448959469795227, | |
| "eval_runtime": 7.9175, | |
| "eval_samples_per_second": 473.633, | |
| "eval_steps_per_second": 7.452, | |
| "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 | |
| } | |