{ "best_metric": 0.9170666666666667, "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0347/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": 55.89460754394531, "learning_rate": 0.00042677669529663686, "loss": 1.2256, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8562666666666666, "eval_loss": 0.4845163822174072, "eval_runtime": 8.6418, "eval_samples_per_second": 433.937, "eval_steps_per_second": 6.827, "step": 333 }, { "epoch": 2.0, "grad_norm": 32.42142868041992, "learning_rate": 0.00025, "loss": 0.3282, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9005333333333333, "eval_loss": 0.35370373725891113, "eval_runtime": 8.5912, "eval_samples_per_second": 436.493, "eval_steps_per_second": 6.867, "step": 666 }, { "epoch": 3.0, "grad_norm": 48.65673828125, "learning_rate": 7.322330470336314e-05, "loss": 0.1231, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9130666666666667, "eval_loss": 0.3307940363883972, "eval_runtime": 8.5606, "eval_samples_per_second": 438.053, "eval_steps_per_second": 6.892, "step": 999 }, { "epoch": 4.0, "grad_norm": 23.498863220214844, "learning_rate": 0.0, "loss": 0.0509, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9170666666666667, "eval_loss": 0.3057138919830322, "eval_runtime": 8.5812, "eval_samples_per_second": 437.0, "eval_steps_per_second": 6.875, "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 }