{ "best_metric": 0.9229333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0688/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.09430141001939774, "learning_rate": 0.0004375, "loss": 0.8219, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.7722666666666667, "eval_loss": 0.8184120059013367, "eval_runtime": 13.5064, "eval_samples_per_second": 277.645, "eval_steps_per_second": 4.368, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0003751876876876877, "loss": 0.4268, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8402666666666667, "eval_loss": 0.5332589149475098, "eval_runtime": 13.4099, "eval_samples_per_second": 279.644, "eval_steps_per_second": 4.4, "step": 666 }, { "epoch": 3.0, "grad_norm": 21.40583038330078, "learning_rate": 0.0003126876876876877, "loss": 0.2679, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8618666666666667, "eval_loss": 0.48754042387008667, "eval_runtime": 13.3423, "eval_samples_per_second": 281.061, "eval_steps_per_second": 4.422, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.008856230415403843, "learning_rate": 0.0002501876876876877, "loss": 0.1668, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8728, "eval_loss": 0.4770253896713257, "eval_runtime": 13.4212, "eval_samples_per_second": 279.409, "eval_steps_per_second": 4.396, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.06272929906845093, "learning_rate": 0.00018768768768768769, "loss": 0.1022, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8856, "eval_loss": 0.43388810753822327, "eval_runtime": 13.3939, "eval_samples_per_second": 279.978, "eval_steps_per_second": 4.405, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.018051713705062866, "learning_rate": 0.00012518768768768768, "loss": 0.0475, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9061333333333333, "eval_loss": 0.3840394616127014, "eval_runtime": 13.4304, "eval_samples_per_second": 279.218, "eval_steps_per_second": 4.393, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.003932427614927292, "learning_rate": 6.26876876876877e-05, "loss": 0.0154, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9162666666666667, "eval_loss": 0.3513264060020447, "eval_runtime": 13.566, "eval_samples_per_second": 276.427, "eval_steps_per_second": 4.349, "step": 2331 }, { "epoch": 8.0, "grad_norm": 19.282190322875977, "learning_rate": 1.876876876876877e-07, "loss": 0.0088, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9229333333333334, "eval_loss": 0.3362186849117279, "eval_runtime": 13.7802, "eval_samples_per_second": 272.129, "eval_steps_per_second": 4.281, "step": 2664 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }