| { | |
| "best_metric": 0.88, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0221/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": 72.95460510253906, | |
| "learning_rate": 0.0003, | |
| "loss": 1.5822, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8112, | |
| "eval_loss": 0.6189942955970764, | |
| "eval_runtime": 7.9836, | |
| "eval_samples_per_second": 469.713, | |
| "eval_steps_per_second": 7.39, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 53.085304260253906, | |
| "learning_rate": 0.0003, | |
| "loss": 0.4636, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8610666666666666, | |
| "eval_loss": 0.4616861045360565, | |
| "eval_runtime": 7.6551, | |
| "eval_samples_per_second": 489.869, | |
| "eval_steps_per_second": 7.707, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 92.92632293701172, | |
| "learning_rate": 0.0003, | |
| "loss": 0.3048, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8672, | |
| "eval_loss": 0.4460427165031433, | |
| "eval_runtime": 7.8135, | |
| "eval_samples_per_second": 479.938, | |
| "eval_steps_per_second": 7.551, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 61.92770767211914, | |
| "learning_rate": 0.0003, | |
| "loss": 0.2134, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.88, | |
| "eval_loss": 0.41429445147514343, | |
| "eval_runtime": 8.6503, | |
| "eval_samples_per_second": 433.511, | |
| "eval_steps_per_second": 6.821, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |