| { |
| "best_metric": 0.8805333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0175/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": 60.881343841552734, |
| "learning_rate": 0.00025606601717798207, |
| "loss": 1.6474, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8093333333333333, |
| "eval_loss": 0.6236644387245178, |
| "eval_runtime": 7.4995, |
| "eval_samples_per_second": 500.031, |
| "eval_steps_per_second": 7.867, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 45.64299011230469, |
| "learning_rate": 0.00015, |
| "loss": 0.4715, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8584, |
| "eval_loss": 0.45814621448516846, |
| "eval_runtime": 7.4688, |
| "eval_samples_per_second": 502.086, |
| "eval_steps_per_second": 7.899, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 55.97852325439453, |
| "learning_rate": 4.3933982822017876e-05, |
| "loss": 0.2619, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8773333333333333, |
| "eval_loss": 0.40007200837135315, |
| "eval_runtime": 7.4503, |
| "eval_samples_per_second": 503.339, |
| "eval_steps_per_second": 7.919, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 47.48591613769531, |
| "learning_rate": 0.0, |
| "loss": 0.1746, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8805333333333333, |
| "eval_loss": 0.39889171719551086, |
| "eval_runtime": 7.4135, |
| "eval_samples_per_second": 505.836, |
| "eval_steps_per_second": 7.958, |
| "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 |
| } |
|
|
