{ "best_metric": 0.8933333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0476/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": 57.249813079833984, "learning_rate": 9e-05, "loss": 2.9066, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.72, "eval_loss": 1.0608433485031128, "eval_runtime": 8.7542, "eval_samples_per_second": 428.364, "eval_steps_per_second": 6.74, "step": 333 }, { "epoch": 2.0, "grad_norm": 133.57400512695312, "learning_rate": 9e-05, "loss": 0.7616, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8410666666666666, "eval_loss": 0.5496656894683838, "eval_runtime": 8.2579, "eval_samples_per_second": 454.11, "eval_steps_per_second": 7.145, "step": 666 }, { "epoch": 3.0, "grad_norm": 106.07511901855469, "learning_rate": 9e-05, "loss": 0.4586, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8730666666666667, "eval_loss": 0.42769742012023926, "eval_runtime": 8.845, "eval_samples_per_second": 423.968, "eval_steps_per_second": 6.67, "step": 999 }, { "epoch": 4.0, "grad_norm": 87.30406188964844, "learning_rate": 9e-05, "loss": 0.3229, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.884, "eval_loss": 0.38104259967803955, "eval_runtime": 8.7397, "eval_samples_per_second": 429.075, "eval_steps_per_second": 6.751, "step": 1332 }, { "epoch": 5.0, "grad_norm": 151.7662353515625, "learning_rate": 9e-05, "loss": 0.2442, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8933333333333333, "eval_loss": 0.37900856137275696, "eval_runtime": 8.6874, "eval_samples_per_second": 431.661, "eval_steps_per_second": 6.791, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }