{ "best_metric": 0.9074666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0601/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 136.4054718017578, "learning_rate": 9e-05, "loss": 2.7234, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7805333333333333, "eval_loss": 0.855254054069519, "eval_runtime": 7.6775, "eval_samples_per_second": 488.442, "eval_steps_per_second": 7.685, "step": 333 }, { "epoch": 2.0, "grad_norm": 116.6287841796875, "learning_rate": 9e-05, "loss": 0.6258, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8773333333333333, "eval_loss": 0.4291454553604126, "eval_runtime": 7.6658, "eval_samples_per_second": 489.184, "eval_steps_per_second": 7.697, "step": 666 }, { "epoch": 3.0, "grad_norm": 228.27731323242188, "learning_rate": 9e-05, "loss": 0.381, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8834666666666666, "eval_loss": 0.37970420718193054, "eval_runtime": 7.6018, "eval_samples_per_second": 493.307, "eval_steps_per_second": 7.761, "step": 999 }, { "epoch": 4.0, "grad_norm": 104.64036560058594, "learning_rate": 9e-05, "loss": 0.2677, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8981333333333333, "eval_loss": 0.34468144178390503, "eval_runtime": 7.6258, "eval_samples_per_second": 491.754, "eval_steps_per_second": 7.737, "step": 1332 }, { "epoch": 5.0, "grad_norm": 110.99284362792969, "learning_rate": 9e-05, "loss": 0.1912, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8933333333333333, "eval_loss": 0.3526991307735443, "eval_runtime": 7.6427, "eval_samples_per_second": 490.665, "eval_steps_per_second": 7.72, "step": 1665 }, { "epoch": 6.0, "grad_norm": 98.84141540527344, "learning_rate": 9e-05, "loss": 0.1384, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8997333333333334, "eval_loss": 0.34339040517807007, "eval_runtime": 7.6664, "eval_samples_per_second": 489.145, "eval_steps_per_second": 7.696, "step": 1998 }, { "epoch": 7.0, "grad_norm": 177.060302734375, "learning_rate": 9e-05, "loss": 0.1149, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9058666666666667, "eval_loss": 0.34156107902526855, "eval_runtime": 7.6548, "eval_samples_per_second": 489.89, "eval_steps_per_second": 7.708, "step": 2331 }, { "epoch": 8.0, "grad_norm": 205.2045135498047, "learning_rate": 9e-05, "loss": 0.0863, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9074666666666666, "eval_loss": 0.3585382103919983, "eval_runtime": 7.6697, "eval_samples_per_second": 488.937, "eval_steps_per_second": 7.693, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 6.5411433916416e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }