{ "best_metric": 0.9136, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0027/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": 54.02802276611328, "learning_rate": 0.0002799038105676658, "loss": 1.4358, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8498666666666667, "eval_loss": 0.5222064256668091, "eval_runtime": 7.6653, "eval_samples_per_second": 489.219, "eval_steps_per_second": 7.697, "step": 333 }, { "epoch": 2.0, "grad_norm": 44.058349609375, "learning_rate": 0.000225, "loss": 0.3349, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8861333333333333, "eval_loss": 0.3764764070510864, "eval_runtime": 7.2708, "eval_samples_per_second": 515.761, "eval_steps_per_second": 8.115, "step": 666 }, { "epoch": 3.0, "grad_norm": 45.33389663696289, "learning_rate": 0.00015, "loss": 0.1641, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9021333333333333, "eval_loss": 0.348573237657547, "eval_runtime": 7.1619, "eval_samples_per_second": 523.603, "eval_steps_per_second": 8.238, "step": 999 }, { "epoch": 4.0, "grad_norm": 41.949241638183594, "learning_rate": 7.500000000000002e-05, "loss": 0.0737, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9098666666666667, "eval_loss": 0.3479224741458893, "eval_runtime": 7.2204, "eval_samples_per_second": 519.359, "eval_steps_per_second": 8.171, "step": 1332 }, { "epoch": 5.0, "grad_norm": 30.66214942932129, "learning_rate": 2.009618943233419e-05, "loss": 0.0377, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9114666666666666, "eval_loss": 0.33946913480758667, "eval_runtime": 7.1775, "eval_samples_per_second": 522.468, "eval_steps_per_second": 8.22, "step": 1665 }, { "epoch": 6.0, "grad_norm": 52.45071792602539, "learning_rate": 0.0, "loss": 0.0303, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9136, "eval_loss": 0.3411877751350403, "eval_runtime": 7.1606, "eval_samples_per_second": 523.699, "eval_steps_per_second": 8.24, "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 }