| { |
| "best_metric": 0.8474666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0675/checkpoints/checkpoint-1998", |
| "epoch": 6.0, |
| "eval_steps": 500, |
| "global_step": 1998, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 115.87236785888672, |
| "learning_rate": 4.2857142857142856e-05, |
| "loss": 3.7311, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4856, |
| "eval_loss": 3.266024589538574, |
| "eval_runtime": 8.0589, |
| "eval_samples_per_second": 465.322, |
| "eval_steps_per_second": 7.321, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 131.90057373046875, |
| "learning_rate": 3.571428571428572e-05, |
| "loss": 2.0812, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7202666666666667, |
| "eval_loss": 1.2061145305633545, |
| "eval_runtime": 8.0134, |
| "eval_samples_per_second": 467.966, |
| "eval_steps_per_second": 7.363, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 116.20150756835938, |
| "learning_rate": 2.857142857142857e-05, |
| "loss": 0.9714, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7994666666666667, |
| "eval_loss": 0.7403157353401184, |
| "eval_runtime": 8.1792, |
| "eval_samples_per_second": 458.483, |
| "eval_steps_per_second": 7.213, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 137.74749755859375, |
| "learning_rate": 2.1428571428571428e-05, |
| "loss": 0.6965, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8237333333333333, |
| "eval_loss": 0.6111857295036316, |
| "eval_runtime": 8.6819, |
| "eval_samples_per_second": 431.935, |
| "eval_steps_per_second": 6.796, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 105.71757507324219, |
| "learning_rate": 1.4285714285714285e-05, |
| "loss": 0.6022, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.844, |
| "eval_loss": 0.5303592085838318, |
| "eval_runtime": 7.9693, |
| "eval_samples_per_second": 470.556, |
| "eval_steps_per_second": 7.403, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 142.519287109375, |
| "learning_rate": 7.142857142857143e-06, |
| "loss": 0.5448, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8474666666666667, |
| "eval_loss": 0.5124239325523376, |
| "eval_runtime": 7.909, |
| "eval_samples_per_second": 474.142, |
| "eval_steps_per_second": 7.46, |
| "step": 1998 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2331, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "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": 4.9058575437312e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|