| { |
| "best_metric": 0.9061333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0193/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": 58.268611907958984, |
| "learning_rate": 0.0004, |
| "loss": 1.375, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8389333333333333, |
| "eval_loss": 0.541002094745636, |
| "eval_runtime": 7.692, |
| "eval_samples_per_second": 487.521, |
| "eval_steps_per_second": 7.67, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 60.11704635620117, |
| "learning_rate": 0.0003, |
| "loss": 0.4221, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8832, |
| "eval_loss": 0.38036009669303894, |
| "eval_runtime": 7.7035, |
| "eval_samples_per_second": 486.792, |
| "eval_steps_per_second": 7.659, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 33.80007553100586, |
| "learning_rate": 0.0002, |
| "loss": 0.2599, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9002666666666667, |
| "eval_loss": 0.34382739663124084, |
| "eval_runtime": 7.6927, |
| "eval_samples_per_second": 487.472, |
| "eval_steps_per_second": 7.67, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 29.045394897460938, |
| "learning_rate": 0.0001, |
| "loss": 0.1552, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9061333333333333, |
| "eval_loss": 0.32741138339042664, |
| "eval_runtime": 7.7249, |
| "eval_samples_per_second": 485.44, |
| "eval_steps_per_second": 7.638, |
| "step": 1332 |
| } |
| ], |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|