| { |
| "best_metric": 0.8117333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0448/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": 94.70282745361328, |
| "learning_rate": 3e-05, |
| "loss": 3.8524, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.3253333333333333, |
| "eval_loss": 3.717921495437622, |
| "eval_runtime": 5.5959, |
| "eval_samples_per_second": 670.137, |
| "eval_steps_per_second": 10.543, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 134.8244171142578, |
| "learning_rate": 3e-05, |
| "loss": 3.202, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.576, |
| "eval_loss": 2.4784228801727295, |
| "eval_runtime": 5.4419, |
| "eval_samples_per_second": 689.094, |
| "eval_steps_per_second": 10.842, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 250.931640625, |
| "learning_rate": 3e-05, |
| "loss": 1.5823, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7573333333333333, |
| "eval_loss": 0.9940022230148315, |
| "eval_runtime": 5.4561, |
| "eval_samples_per_second": 687.306, |
| "eval_steps_per_second": 10.814, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 105.92817687988281, |
| "learning_rate": 3e-05, |
| "loss": 0.8943, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8117333333333333, |
| "eval_loss": 0.6836563348770142, |
| "eval_runtime": 5.4482, |
| "eval_samples_per_second": 688.299, |
| "eval_steps_per_second": 10.829, |
| "step": 1332 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1332, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 4, |
| "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": 3.2705716958208e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|