{ "best_metric": 0.8485333333333334, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0919/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": 168.64453125, "learning_rate": 7.500000000000001e-05, "loss": 2.97, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6957333333333333, "eval_loss": 1.2574546337127686, "eval_runtime": 5.4271, "eval_samples_per_second": 690.977, "eval_steps_per_second": 10.871, "step": 333 }, { "epoch": 2.0, "grad_norm": 176.06414794921875, "learning_rate": 5e-05, "loss": 0.8937, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8096, "eval_loss": 0.6544142365455627, "eval_runtime": 5.3797, "eval_samples_per_second": 697.067, "eval_steps_per_second": 10.967, "step": 666 }, { "epoch": 3.0, "grad_norm": 106.75932312011719, "learning_rate": 2.5e-05, "loss": 0.6006, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8408, "eval_loss": 0.5379335284233093, "eval_runtime": 5.3526, "eval_samples_per_second": 700.597, "eval_steps_per_second": 11.023, "step": 999 }, { "epoch": 4.0, "grad_norm": 158.1919403076172, "learning_rate": 0.0, "loss": 0.5051, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8485333333333334, "eval_loss": 0.5040532350540161, "eval_runtime": 5.3698, "eval_samples_per_second": 698.347, "eval_steps_per_second": 10.987, "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 }