| { | |
| "best_metric": 0.9026666666666666, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0374/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 179.6405029296875, | |
| "learning_rate": 0.0001, | |
| "loss": 2.7648, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7552, | |
| "eval_loss": 0.8993169665336609, | |
| "eval_runtime": 15.1475, | |
| "eval_samples_per_second": 247.566, | |
| "eval_steps_per_second": 3.895, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 88.00188446044922, | |
| "learning_rate": 0.0001, | |
| "loss": 0.6564, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8568, | |
| "eval_loss": 0.48493096232414246, | |
| "eval_runtime": 15.1357, | |
| "eval_samples_per_second": 247.759, | |
| "eval_steps_per_second": 3.898, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 106.76029205322266, | |
| "learning_rate": 0.0001, | |
| "loss": 0.4067, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8776, | |
| "eval_loss": 0.4107557237148285, | |
| "eval_runtime": 15.2355, | |
| "eval_samples_per_second": 246.136, | |
| "eval_steps_per_second": 3.873, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 91.82406616210938, | |
| "learning_rate": 0.0001, | |
| "loss": 0.287, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8861333333333333, | |
| "eval_loss": 0.394770085811615, | |
| "eval_runtime": 15.0936, | |
| "eval_samples_per_second": 248.45, | |
| "eval_steps_per_second": 3.909, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 105.50287628173828, | |
| "learning_rate": 0.0001, | |
| "loss": 0.2193, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8917333333333334, | |
| "eval_loss": 0.38539645075798035, | |
| "eval_runtime": 15.207, | |
| "eval_samples_per_second": 246.597, | |
| "eval_steps_per_second": 3.88, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 45.24867630004883, | |
| "learning_rate": 0.0001, | |
| "loss": 0.1535, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9026666666666666, | |
| "eval_loss": 0.35766807198524475, | |
| "eval_runtime": 15.0637, | |
| "eval_samples_per_second": 248.943, | |
| "eval_steps_per_second": 3.917, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 4.9058575437312e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |