| { |
| "best_metric": 0.9562666666666667, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0125/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": 8.328691482543945, |
| "learning_rate": 2.8858192987669303e-05, |
| "loss": 1.1407, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9464, |
| "eval_loss": 0.24085253477096558, |
| "eval_runtime": 6.2397, |
| "eval_samples_per_second": 600.989, |
| "eval_steps_per_second": 9.456, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.8486161231994629, |
| "learning_rate": 2.5606601717798212e-05, |
| "loss": 0.1314, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9554666666666667, |
| "eval_loss": 0.17217782139778137, |
| "eval_runtime": 8.6169, |
| "eval_samples_per_second": 435.193, |
| "eval_steps_per_second": 6.847, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.09223607182502747, |
| "learning_rate": 2.074025148547635e-05, |
| "loss": 0.0409, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.956, |
| "eval_loss": 0.16144494712352753, |
| "eval_runtime": 6.8101, |
| "eval_samples_per_second": 550.651, |
| "eval_steps_per_second": 8.664, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.05190025269985199, |
| "learning_rate": 1.5e-05, |
| "loss": 0.0129, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9536, |
| "eval_loss": 0.1685076504945755, |
| "eval_runtime": 6.2697, |
| "eval_samples_per_second": 598.117, |
| "eval_steps_per_second": 9.41, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.09838440269231796, |
| "learning_rate": 9.259748514523654e-06, |
| "loss": 0.0054, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9562666666666667, |
| "eval_loss": 0.1709422916173935, |
| "eval_runtime": 6.2167, |
| "eval_samples_per_second": 603.216, |
| "eval_steps_per_second": 9.491, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2664, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 8, |
| "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": 8.2370660311296e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|