{ "best_metric": 0.8594666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0185/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": 52.08506774902344, "learning_rate": 0.0005, "loss": 1.4068, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.792, "eval_loss": 0.7121949195861816, "eval_runtime": 13.4166, "eval_samples_per_second": 279.504, "eval_steps_per_second": 4.398, "step": 333 }, { "epoch": 2.0, "grad_norm": 39.388397216796875, "learning_rate": 0.0005, "loss": 0.5169, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.832, "eval_loss": 0.5281139612197876, "eval_runtime": 13.2973, "eval_samples_per_second": 282.012, "eval_steps_per_second": 4.437, "step": 666 }, { "epoch": 3.0, "grad_norm": 23.90403175354004, "learning_rate": 0.0005, "loss": 0.3557, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8512, "eval_loss": 0.5057083368301392, "eval_runtime": 13.2329, "eval_samples_per_second": 283.385, "eval_steps_per_second": 4.459, "step": 999 }, { "epoch": 4.0, "grad_norm": 20.769189834594727, "learning_rate": 0.0005, "loss": 0.2749, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8533333333333334, "eval_loss": 0.503274142742157, "eval_runtime": 13.2216, "eval_samples_per_second": 283.627, "eval_steps_per_second": 4.462, "step": 1332 }, { "epoch": 5.0, "grad_norm": 27.287212371826172, "learning_rate": 0.0005, "loss": 0.2077, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8594666666666667, "eval_loss": 0.5162767767906189, "eval_runtime": 14.4618, "eval_samples_per_second": 259.303, "eval_steps_per_second": 4.08, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 4.088214619776e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }