| { | |
| "best_metric": 0.8098666666666666, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0777/checkpoints/checkpoint-999", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 999, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 141.7539520263672, | |
| "learning_rate": 5e-05, | |
| "loss": 3.6938, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5157333333333334, | |
| "eval_loss": 3.104189872741699, | |
| "eval_runtime": 13.294, | |
| "eval_samples_per_second": 282.081, | |
| "eval_steps_per_second": 4.438, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 60.99076843261719, | |
| "learning_rate": 5e-05, | |
| "loss": 1.8006, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7349333333333333, | |
| "eval_loss": 0.9926825165748596, | |
| "eval_runtime": 13.2073, | |
| "eval_samples_per_second": 283.933, | |
| "eval_steps_per_second": 4.467, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 125.63429260253906, | |
| "learning_rate": 5e-05, | |
| "loss": 0.8347, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8098666666666666, | |
| "eval_loss": 0.6425981521606445, | |
| "eval_runtime": 13.3284, | |
| "eval_samples_per_second": 281.355, | |
| "eval_steps_per_second": 4.427, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "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": 2.4529287718656e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |