| { |
| "best_metric": 0.8632, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0352/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": 67.74200439453125, |
| "learning_rate": 9.045084971874738e-05, |
| "loss": 2.6634, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7354666666666667, |
| "eval_loss": 0.9564911723136902, |
| "eval_runtime": 7.043, |
| "eval_samples_per_second": 532.441, |
| "eval_steps_per_second": 8.377, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 77.05712127685547, |
| "learning_rate": 6.545084971874738e-05, |
| "loss": 0.683, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.836, |
| "eval_loss": 0.5230631232261658, |
| "eval_runtime": 7.0107, |
| "eval_samples_per_second": 534.893, |
| "eval_steps_per_second": 8.416, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 189.8503875732422, |
| "learning_rate": 3.4549150281252636e-05, |
| "loss": 0.4427, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8584, |
| "eval_loss": 0.4483296573162079, |
| "eval_runtime": 7.0064, |
| "eval_samples_per_second": 535.225, |
| "eval_steps_per_second": 8.421, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 190.87179565429688, |
| "learning_rate": 9.549150281252633e-06, |
| "loss": 0.3423, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8632, |
| "eval_loss": 0.43870317935943604, |
| "eval_runtime": 7.0348, |
| "eval_samples_per_second": 533.063, |
| "eval_steps_per_second": 8.387, |
| "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 |
| } |
|
|
