| { | |
| "best_metric": 0.8773333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0938/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 62.4152717590332, | |
| "learning_rate": 0.0001, | |
| "loss": 2.6433, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7637333333333334, | |
| "eval_loss": 0.8219942450523376, | |
| "eval_runtime": 8.8008, | |
| "eval_samples_per_second": 426.096, | |
| "eval_steps_per_second": 6.704, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 107.57272338867188, | |
| "learning_rate": 0.0001, | |
| "loss": 0.6485, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.836, | |
| "eval_loss": 0.5250885486602783, | |
| "eval_runtime": 8.19, | |
| "eval_samples_per_second": 457.877, | |
| "eval_steps_per_second": 7.204, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 183.52088928222656, | |
| "learning_rate": 0.0001, | |
| "loss": 0.4119, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.856, | |
| "eval_loss": 0.4590977430343628, | |
| "eval_runtime": 8.4827, | |
| "eval_samples_per_second": 442.077, | |
| "eval_steps_per_second": 6.955, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 119.01852416992188, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2672, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8736, | |
| "eval_loss": 0.4197212755680084, | |
| "eval_runtime": 10.4699, | |
| "eval_samples_per_second": 358.17, | |
| "eval_steps_per_second": 5.635, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 47.60611343383789, | |
| "learning_rate": 0.0001, | |
| "loss": 0.187, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8773333333333333, | |
| "eval_loss": 0.409157931804657, | |
| "eval_runtime": 8.2711, | |
| "eval_samples_per_second": 453.384, | |
| "eval_steps_per_second": 7.133, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |