| { | |
| "best_metric": 0.876, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0651/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 161.7594451904297, | |
| "learning_rate": 9.045084971874738e-05, | |
| "loss": 2.5502, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7856, | |
| "eval_loss": 0.8037369847297668, | |
| "eval_runtime": 7.2626, | |
| "eval_samples_per_second": 516.343, | |
| "eval_steps_per_second": 8.124, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 144.74325561523438, | |
| "learning_rate": 6.545084971874738e-05, | |
| "loss": 0.6284, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8549333333333333, | |
| "eval_loss": 0.48505595326423645, | |
| "eval_runtime": 7.2179, | |
| "eval_samples_per_second": 519.543, | |
| "eval_steps_per_second": 8.174, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 120.00006103515625, | |
| "learning_rate": 3.4549150281252636e-05, | |
| "loss": 0.4105, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8632, | |
| "eval_loss": 0.4462037682533264, | |
| "eval_runtime": 7.0846, | |
| "eval_samples_per_second": 529.318, | |
| "eval_steps_per_second": 8.328, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 212.01058959960938, | |
| "learning_rate": 9.549150281252633e-06, | |
| "loss": 0.3161, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8712, | |
| "eval_loss": 0.4113207757472992, | |
| "eval_runtime": 7.1162, | |
| "eval_samples_per_second": 526.967, | |
| "eval_steps_per_second": 8.291, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 52.600521087646484, | |
| "learning_rate": 0.0, | |
| "loss": 0.2799, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.876, | |
| "eval_loss": 0.407278448343277, | |
| "eval_runtime": 7.0414, | |
| "eval_samples_per_second": 532.567, | |
| "eval_steps_per_second": 8.379, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |