{ "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 }