{ "best_metric": 0.8653333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0433/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": 51.13264083862305, "learning_rate": 0.0001, "loss": 2.8773, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6712, "eval_loss": 1.1681334972381592, "eval_runtime": 15.2455, "eval_samples_per_second": 245.975, "eval_steps_per_second": 3.87, "step": 333 }, { "epoch": 2.0, "grad_norm": 78.63920593261719, "learning_rate": 0.0001, "loss": 0.8553, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8026666666666666, "eval_loss": 0.6475529670715332, "eval_runtime": 15.1461, "eval_samples_per_second": 247.589, "eval_steps_per_second": 3.895, "step": 666 }, { "epoch": 3.0, "grad_norm": 71.2088623046875, "learning_rate": 0.0001, "loss": 0.5485, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8282666666666667, "eval_loss": 0.5413275957107544, "eval_runtime": 15.0594, "eval_samples_per_second": 249.015, "eval_steps_per_second": 3.918, "step": 999 }, { "epoch": 4.0, "grad_norm": 95.44227600097656, "learning_rate": 0.0001, "loss": 0.405, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8450666666666666, "eval_loss": 0.47777116298675537, "eval_runtime": 15.024, "eval_samples_per_second": 249.6, "eval_steps_per_second": 3.927, "step": 1332 }, { "epoch": 5.0, "grad_norm": 37.00394058227539, "learning_rate": 0.0001, "loss": 0.3015, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8549333333333333, "eval_loss": 0.4733203649520874, "eval_runtime": 14.9998, "eval_samples_per_second": 250.003, "eval_steps_per_second": 3.933, "step": 1665 }, { "epoch": 6.0, "grad_norm": 101.6033935546875, "learning_rate": 0.0001, "loss": 0.2341, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8653333333333333, "eval_loss": 0.4421366751194, "eval_runtime": 15.1407, "eval_samples_per_second": 247.677, "eval_steps_per_second": 3.897, "step": 1998 } ], "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": 4.9058575437312e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }