| { |
| "best_metric": 0.8664, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0261/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": 130.31185913085938, |
| "learning_rate": 9e-05, |
| "loss": 2.9944, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6904, |
| "eval_loss": 1.2436603307724, |
| "eval_runtime": 7.3819, |
| "eval_samples_per_second": 508.0, |
| "eval_steps_per_second": 7.993, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 141.5313262939453, |
| "learning_rate": 9e-05, |
| "loss": 0.8384, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8258666666666666, |
| "eval_loss": 0.5684309601783752, |
| "eval_runtime": 7.327, |
| "eval_samples_per_second": 511.803, |
| "eval_steps_per_second": 8.052, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 101.28511047363281, |
| "learning_rate": 9e-05, |
| "loss": 0.5093, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8482666666666666, |
| "eval_loss": 0.4790474474430084, |
| "eval_runtime": 7.3323, |
| "eval_samples_per_second": 511.435, |
| "eval_steps_per_second": 8.047, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 78.2878646850586, |
| "learning_rate": 9e-05, |
| "loss": 0.3665, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8664, |
| "eval_loss": 0.427507609128952, |
| "eval_runtime": 7.3527, |
| "eval_samples_per_second": 510.015, |
| "eval_steps_per_second": 8.024, |
| "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 |
| } |
|
|