| { | |
| "best_metric": 0.9208, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0432/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": 35.23207092285156, | |
| "learning_rate": 0.0004, | |
| "loss": 1.1927, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.864, | |
| "eval_loss": 0.45179441571235657, | |
| "eval_runtime": 14.2307, | |
| "eval_samples_per_second": 263.514, | |
| "eval_steps_per_second": 4.146, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 35.69432830810547, | |
| "learning_rate": 0.0003, | |
| "loss": 0.3036, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8893333333333333, | |
| "eval_loss": 0.38089701533317566, | |
| "eval_runtime": 14.1347, | |
| "eval_samples_per_second": 265.305, | |
| "eval_steps_per_second": 4.174, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 31.058170318603516, | |
| "learning_rate": 0.0002, | |
| "loss": 0.1574, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9034666666666666, | |
| "eval_loss": 0.33191901445388794, | |
| "eval_runtime": 14.2903, | |
| "eval_samples_per_second": 262.416, | |
| "eval_steps_per_second": 4.129, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 30.20444107055664, | |
| "learning_rate": 0.0001, | |
| "loss": 0.0649, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9117333333333333, | |
| "eval_loss": 0.34749388694763184, | |
| "eval_runtime": 14.093, | |
| "eval_samples_per_second": 266.09, | |
| "eval_steps_per_second": 4.186, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 41.45025634765625, | |
| "learning_rate": 0.0, | |
| "loss": 0.035, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9208, | |
| "eval_loss": 0.29334700107574463, | |
| "eval_runtime": 14.0684, | |
| "eval_samples_per_second": 266.555, | |
| "eval_steps_per_second": 4.194, | |
| "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 | |
| } | |