{ "best_metric": 0.8688, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0291/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 94.9514389038086, "learning_rate": 5e-05, "loss": 3.5478, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6005333333333334, "eval_loss": 2.6279115676879883, "eval_runtime": 14.2791, "eval_samples_per_second": 262.621, "eval_steps_per_second": 4.132, "step": 333 }, { "epoch": 2.0, "grad_norm": 107.94786071777344, "learning_rate": 5e-05, "loss": 1.3953, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8072, "eval_loss": 0.772723913192749, "eval_runtime": 14.3699, "eval_samples_per_second": 260.962, "eval_steps_per_second": 4.106, "step": 666 }, { "epoch": 3.0, "grad_norm": 110.00310516357422, "learning_rate": 5e-05, "loss": 0.6042, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8517333333333333, "eval_loss": 0.5252550840377808, "eval_runtime": 14.1797, "eval_samples_per_second": 264.462, "eval_steps_per_second": 4.161, "step": 999 }, { "epoch": 4.0, "grad_norm": 92.72199249267578, "learning_rate": 5e-05, "loss": 0.3999, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8688, "eval_loss": 0.4477456510066986, "eval_runtime": 14.3199, "eval_samples_per_second": 261.873, "eval_steps_per_second": 4.12, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 3.2705716958208e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }