| { |
| "best_metric": 0.7682666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0413/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": 88.98588562011719, |
| "learning_rate": 3.7500000000000003e-05, |
| "loss": 3.7257, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5181333333333333, |
| "eval_loss": 3.20816707611084, |
| "eval_runtime": 15.1256, |
| "eval_samples_per_second": 247.924, |
| "eval_steps_per_second": 3.901, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 57.895931243896484, |
| "learning_rate": 2.5e-05, |
| "loss": 2.1448, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7096, |
| "eval_loss": 1.3087053298950195, |
| "eval_runtime": 15.0254, |
| "eval_samples_per_second": 249.577, |
| "eval_steps_per_second": 3.927, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 113.04475402832031, |
| "learning_rate": 1.25e-05, |
| "loss": 1.1107, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7421333333333333, |
| "eval_loss": 0.965621292591095, |
| "eval_runtime": 15.0292, |
| "eval_samples_per_second": 249.514, |
| "eval_steps_per_second": 3.926, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 63.163089752197266, |
| "learning_rate": 0.0, |
| "loss": 0.9148, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.7682666666666667, |
| "eval_loss": 0.8770796656608582, |
| "eval_runtime": 15.1038, |
| "eval_samples_per_second": 248.282, |
| "eval_steps_per_second": 3.906, |
| "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 |
| } |
|
|
