{ "best_metric": 0.7408, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0066/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": 117.7275390625, "learning_rate": 2.7990381056766583e-05, "loss": 3.856, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.29973333333333335, "eval_loss": 3.7554378509521484, "eval_runtime": 8.0628, "eval_samples_per_second": 465.098, "eval_steps_per_second": 7.318, "step": 333 }, { "epoch": 2.0, "grad_norm": 148.98995971679688, "learning_rate": 2.25e-05, "loss": 3.3112, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.5146666666666667, "eval_loss": 2.753460645675659, "eval_runtime": 8.1258, "eval_samples_per_second": 461.494, "eval_steps_per_second": 7.261, "step": 666 }, { "epoch": 3.0, "grad_norm": 164.59437561035156, "learning_rate": 1.5e-05, "loss": 2.0949, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.6642666666666667, "eval_loss": 1.5616481304168701, "eval_runtime": 8.0688, "eval_samples_per_second": 464.75, "eval_steps_per_second": 7.312, "step": 999 }, { "epoch": 4.0, "grad_norm": 181.8090057373047, "learning_rate": 7.500000000000004e-06, "loss": 1.3829, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.728, "eval_loss": 1.2409359216690063, "eval_runtime": 8.0118, "eval_samples_per_second": 468.061, "eval_steps_per_second": 7.364, "step": 1332 }, { "epoch": 5.0, "grad_norm": 248.22152709960938, "learning_rate": 2.0096189432334194e-06, "loss": 1.1785, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.7341333333333333, "eval_loss": 1.1382898092269897, "eval_runtime": 8.0115, "eval_samples_per_second": 468.076, "eval_steps_per_second": 7.364, "step": 1665 }, { "epoch": 6.0, "grad_norm": 182.55575561523438, "learning_rate": 0.0, "loss": 1.1278, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.7408, "eval_loss": 1.1101104021072388, "eval_runtime": 8.5334, "eval_samples_per_second": 439.452, "eval_steps_per_second": 6.914, "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 }