| { |
| "best_metric": 0.8805333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0665/checkpoints/checkpoint-2331", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2331, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 123.0774154663086, |
| "learning_rate": 9e-05, |
| "loss": 2.9459, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6637333333333333, |
| "eval_loss": 1.270351767539978, |
| "eval_runtime": 7.3962, |
| "eval_samples_per_second": 507.019, |
| "eval_steps_per_second": 7.977, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 86.83295440673828, |
| "learning_rate": 9e-05, |
| "loss": 0.8686, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8112, |
| "eval_loss": 0.6414398550987244, |
| "eval_runtime": 7.8391, |
| "eval_samples_per_second": 478.37, |
| "eval_steps_per_second": 7.526, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 138.65682983398438, |
| "learning_rate": 9e-05, |
| "loss": 0.538, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8472, |
| "eval_loss": 0.5264055132865906, |
| "eval_runtime": 7.8162, |
| "eval_samples_per_second": 479.771, |
| "eval_steps_per_second": 7.548, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 66.83769989013672, |
| "learning_rate": 9e-05, |
| "loss": 0.3964, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8610666666666666, |
| "eval_loss": 0.46882063150405884, |
| "eval_runtime": 7.9395, |
| "eval_samples_per_second": 472.322, |
| "eval_steps_per_second": 7.431, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 39.67259979248047, |
| "learning_rate": 9e-05, |
| "loss": 0.3026, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.868, |
| "eval_loss": 0.4378727972507477, |
| "eval_runtime": 7.4451, |
| "eval_samples_per_second": 503.687, |
| "eval_steps_per_second": 7.925, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 50.348262786865234, |
| "learning_rate": 9e-05, |
| "loss": 0.249, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8722666666666666, |
| "eval_loss": 0.4343445301055908, |
| "eval_runtime": 7.9096, |
| "eval_samples_per_second": 474.11, |
| "eval_steps_per_second": 7.459, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 138.31192016601562, |
| "learning_rate": 9e-05, |
| "loss": 0.1874, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8805333333333333, |
| "eval_loss": 0.43430182337760925, |
| "eval_runtime": 7.9, |
| "eval_samples_per_second": 474.686, |
| "eval_steps_per_second": 7.468, |
| "step": 2331 |
| } |
| ], |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|