{ "best_metric": 0.9432, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0527/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": 2.3603131771087646, "learning_rate": 0.00025606601717798207, "loss": 0.5584, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8949333333333334, "eval_loss": 0.3504687547683716, "eval_runtime": 12.7574, "eval_samples_per_second": 293.947, "eval_steps_per_second": 4.625, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.15052078664302826, "learning_rate": 0.00015, "loss": 0.195, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9184, "eval_loss": 0.2843656539916992, "eval_runtime": 12.9941, "eval_samples_per_second": 288.593, "eval_steps_per_second": 4.541, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.032707396894693375, "learning_rate": 4.3933982822017876e-05, "loss": 0.0538, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9362666666666667, "eval_loss": 0.22691646218299866, "eval_runtime": 12.7995, "eval_samples_per_second": 292.98, "eval_steps_per_second": 4.61, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.5480501651763916, "learning_rate": 0.0, "loss": 0.0089, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9432, "eval_loss": 0.21355003118515015, "eval_runtime": 12.3334, "eval_samples_per_second": 304.052, "eval_steps_per_second": 4.784, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }