{ "best_metric": 0.8834666666666666, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0399/checkpoints/checkpoint-999", "epoch": 3.0, "eval_steps": 500, "global_step": 999, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 85.01516723632812, "learning_rate": 0.0001, "loss": 2.6585, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7832, "eval_loss": 0.7931336760520935, "eval_runtime": 6.9608, "eval_samples_per_second": 538.73, "eval_steps_per_second": 8.476, "step": 333 }, { "epoch": 2.0, "grad_norm": 223.68052673339844, "learning_rate": 0.0001, "loss": 0.5789, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8712, "eval_loss": 0.4288696050643921, "eval_runtime": 7.0041, "eval_samples_per_second": 535.398, "eval_steps_per_second": 8.424, "step": 666 }, { "epoch": 3.0, "grad_norm": 72.43619537353516, "learning_rate": 0.0001, "loss": 0.3166, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8834666666666666, "eval_loss": 0.3754034638404846, "eval_runtime": 6.9658, "eval_samples_per_second": 538.341, "eval_steps_per_second": 8.47, "step": 999 } ], "logging_steps": 500, "max_steps": 999, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 2.4529287718656e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }