| { |
| "best_metric": 0.8538666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0270/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": 92.1944808959961, |
| "learning_rate": 7e-05, |
| "loss": 3.4035, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6026666666666667, |
| "eval_loss": 1.9287164211273193, |
| "eval_runtime": 15.3009, |
| "eval_samples_per_second": 245.084, |
| "eval_steps_per_second": 3.856, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 140.36090087890625, |
| "learning_rate": 7e-05, |
| "loss": 1.0691, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7888, |
| "eval_loss": 0.6928726434707642, |
| "eval_runtime": 15.3377, |
| "eval_samples_per_second": 244.496, |
| "eval_steps_per_second": 3.847, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 82.9877700805664, |
| "learning_rate": 7e-05, |
| "loss": 0.5774, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8338666666666666, |
| "eval_loss": 0.508999228477478, |
| "eval_runtime": 15.4507, |
| "eval_samples_per_second": 242.708, |
| "eval_steps_per_second": 3.819, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 55.73531723022461, |
| "learning_rate": 7e-05, |
| "loss": 0.4235, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8538666666666667, |
| "eval_loss": 0.4695604145526886, |
| "eval_runtime": 16.2287, |
| "eval_samples_per_second": 231.072, |
| "eval_steps_per_second": 3.636, |
| "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 |
| } |
|
|