| { | |
| "best_metric": 0.8213333333333334, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0885/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": 89.09107208251953, | |
| "learning_rate": 4.267766952966369e-05, | |
| "loss": 3.6139, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5757333333333333, | |
| "eval_loss": 2.9193787574768066, | |
| "eval_runtime": 7.0265, | |
| "eval_samples_per_second": 533.695, | |
| "eval_steps_per_second": 8.397, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 129.13882446289062, | |
| "learning_rate": 2.5e-05, | |
| "loss": 1.6753, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7821333333333333, | |
| "eval_loss": 0.966763436794281, | |
| "eval_runtime": 6.9881, | |
| "eval_samples_per_second": 536.628, | |
| "eval_steps_per_second": 8.443, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 225.40528869628906, | |
| "learning_rate": 7.3223304703363135e-06, | |
| "loss": 0.8268, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8210666666666666, | |
| "eval_loss": 0.7342622876167297, | |
| "eval_runtime": 6.9123, | |
| "eval_samples_per_second": 542.508, | |
| "eval_steps_per_second": 8.535, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 345.8573303222656, | |
| "learning_rate": 0.0, | |
| "loss": 0.6945, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8213333333333334, | |
| "eval_loss": 0.6986576914787292, | |
| "eval_runtime": 6.9469, | |
| "eval_samples_per_second": 539.805, | |
| "eval_steps_per_second": 8.493, | |
| "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 | |
| } | |