{ "best_metric": 0.8821333333333333, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0725/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": 172.63401794433594, "learning_rate": 0.0001, "loss": 2.827, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7432, "eval_loss": 0.9977997541427612, "eval_runtime": 7.4331, "eval_samples_per_second": 504.497, "eval_steps_per_second": 7.937, "step": 333 }, { "epoch": 2.0, "grad_norm": 62.385231018066406, "learning_rate": 0.0001, "loss": 0.7044, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8445333333333334, "eval_loss": 0.5167447328567505, "eval_runtime": 7.5036, "eval_samples_per_second": 499.762, "eval_steps_per_second": 7.863, "step": 666 }, { "epoch": 3.0, "grad_norm": 52.03400802612305, "learning_rate": 0.0001, "loss": 0.4232, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8685333333333334, "eval_loss": 0.4251783788204193, "eval_runtime": 7.5892, "eval_samples_per_second": 494.121, "eval_steps_per_second": 7.774, "step": 999 }, { "epoch": 4.0, "grad_norm": 109.6050033569336, "learning_rate": 0.0001, "loss": 0.2958, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8821333333333333, "eval_loss": 0.39940476417541504, "eval_runtime": 7.5347, "eval_samples_per_second": 497.698, "eval_steps_per_second": 7.83, "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 }