| { | |
| "best_metric": 0.8792, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0236/checkpoints/checkpoint-2664", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 2664, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 117.95266723632812, | |
| "learning_rate": 4.8096988312782174e-05, | |
| "loss": 3.5634, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6170666666666667, | |
| "eval_loss": 2.6925179958343506, | |
| "eval_runtime": 7.185, | |
| "eval_samples_per_second": 521.923, | |
| "eval_steps_per_second": 8.212, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 79.44466400146484, | |
| "learning_rate": 4.267766952966369e-05, | |
| "loss": 1.473, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8032, | |
| "eval_loss": 0.7636287808418274, | |
| "eval_runtime": 7.1553, | |
| "eval_samples_per_second": 524.089, | |
| "eval_steps_per_second": 8.246, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 63.05199432373047, | |
| "learning_rate": 3.456708580912725e-05, | |
| "loss": 0.6456, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8464, | |
| "eval_loss": 0.5356379151344299, | |
| "eval_runtime": 7.1662, | |
| "eval_samples_per_second": 523.287, | |
| "eval_steps_per_second": 8.233, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 327.1995849609375, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.479, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8666666666666667, | |
| "eval_loss": 0.45373037457466125, | |
| "eval_runtime": 7.1709, | |
| "eval_samples_per_second": 522.947, | |
| "eval_steps_per_second": 8.228, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 175.28271484375, | |
| "learning_rate": 1.5432914190872757e-05, | |
| "loss": 0.397, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8789333333333333, | |
| "eval_loss": 0.41331151127815247, | |
| "eval_runtime": 7.122, | |
| "eval_samples_per_second": 526.536, | |
| "eval_steps_per_second": 8.284, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 226.25001525878906, | |
| "learning_rate": 7.3223304703363135e-06, | |
| "loss": 0.35, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8752, | |
| "eval_loss": 0.4118313491344452, | |
| "eval_runtime": 7.0729, | |
| "eval_samples_per_second": 530.19, | |
| "eval_steps_per_second": 8.342, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 123.58414459228516, | |
| "learning_rate": 1.9030116872178316e-06, | |
| "loss": 0.3227, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8789333333333333, | |
| "eval_loss": 0.39352425932884216, | |
| "eval_runtime": 7.1075, | |
| "eval_samples_per_second": 527.611, | |
| "eval_steps_per_second": 8.301, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 369.1617126464844, | |
| "learning_rate": 0.0, | |
| "loss": 0.3184, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8792, | |
| "eval_loss": 0.398346871137619, | |
| "eval_runtime": 7.1042, | |
| "eval_samples_per_second": 527.855, | |
| "eval_steps_per_second": 8.305, | |
| "step": 2664 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "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": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |