| { |
| "best_metric": 0.9141333333333334, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0694/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": 140.48890686035156, |
| "learning_rate": 0.0001, |
| "loss": 2.6443, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8181333333333334, |
| "eval_loss": 0.7337123155593872, |
| "eval_runtime": 14.3479, |
| "eval_samples_per_second": 261.363, |
| "eval_steps_per_second": 4.112, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 100.06768035888672, |
| "learning_rate": 0.0001, |
| "loss": 0.5431, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8792, |
| "eval_loss": 0.41780441999435425, |
| "eval_runtime": 14.4913, |
| "eval_samples_per_second": 258.776, |
| "eval_steps_per_second": 4.071, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 64.3356704711914, |
| "learning_rate": 0.0001, |
| "loss": 0.325, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8989333333333334, |
| "eval_loss": 0.34408098459243774, |
| "eval_runtime": 14.552, |
| "eval_samples_per_second": 257.697, |
| "eval_steps_per_second": 4.054, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 146.96437072753906, |
| "learning_rate": 0.0001, |
| "loss": 0.2294, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9, |
| "eval_loss": 0.3367672562599182, |
| "eval_runtime": 14.4891, |
| "eval_samples_per_second": 258.815, |
| "eval_steps_per_second": 4.072, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 79.65142059326172, |
| "learning_rate": 0.0001, |
| "loss": 0.1606, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9098666666666667, |
| "eval_loss": 0.3105486333370209, |
| "eval_runtime": 14.4814, |
| "eval_samples_per_second": 258.954, |
| "eval_steps_per_second": 4.074, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 125.71892547607422, |
| "learning_rate": 0.0001, |
| "loss": 0.1233, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.9077333333333333, |
| "eval_loss": 0.32635462284088135, |
| "eval_runtime": 14.3959, |
| "eval_samples_per_second": 260.491, |
| "eval_steps_per_second": 4.098, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 75.36900329589844, |
| "learning_rate": 0.0001, |
| "loss": 0.0925, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.9141333333333334, |
| "eval_loss": 0.32104775309562683, |
| "eval_runtime": 14.412, |
| "eval_samples_per_second": 260.201, |
| "eval_steps_per_second": 4.094, |
| "step": 2331 |
| } |
| ], |
| "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": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|