{ "best_metric": 0.9221333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0604/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": 64.39850616455078, "learning_rate": 0.0002851453301853628, "loss": 1.5274, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.856, "eval_loss": 0.49596723914146423, "eval_runtime": 14.1537, "eval_samples_per_second": 264.948, "eval_steps_per_second": 4.169, "step": 333 }, { "epoch": 2.0, "grad_norm": 42.67170333862305, "learning_rate": 0.00024352347027881003, "loss": 0.3786, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8952, "eval_loss": 0.37319323420524597, "eval_runtime": 13.9255, "eval_samples_per_second": 269.29, "eval_steps_per_second": 4.237, "step": 666 }, { "epoch": 3.0, "grad_norm": 46.753196716308594, "learning_rate": 0.00018337814009344714, "loss": 0.2002, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9096, "eval_loss": 0.333363801240921, "eval_runtime": 13.7185, "eval_samples_per_second": 273.353, "eval_steps_per_second": 4.301, "step": 999 }, { "epoch": 4.0, "grad_norm": 37.59427261352539, "learning_rate": 0.00011662185990655284, "loss": 0.1143, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9194666666666667, "eval_loss": 0.32029759883880615, "eval_runtime": 13.853, "eval_samples_per_second": 270.7, "eval_steps_per_second": 4.259, "step": 1332 }, { "epoch": 5.0, "grad_norm": 36.47831726074219, "learning_rate": 5.6476529721189974e-05, "loss": 0.0736, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9221333333333334, "eval_loss": 0.3208913207054138, "eval_runtime": 14.333, "eval_samples_per_second": 261.634, "eval_steps_per_second": 4.116, "step": 1665 } ], "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }