{ "best_metric": 0.9536, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0326/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": 0.34385785460472107, "learning_rate": 5.974873734152915e-05, "loss": 0.6973, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9232, "eval_loss": 0.27076196670532227, "eval_runtime": 5.8007, "eval_samples_per_second": 646.472, "eval_steps_per_second": 10.171, "step": 333 }, { "epoch": 2.0, "grad_norm": 2.1430046558380127, "learning_rate": 3.5e-05, "loss": 0.1187, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9421333333333334, "eval_loss": 0.19010281562805176, "eval_runtime": 5.8065, "eval_samples_per_second": 645.824, "eval_steps_per_second": 10.161, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7876724600791931, "learning_rate": 1.0251262658470837e-05, "loss": 0.0377, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9522666666666667, "eval_loss": 0.17542769014835358, "eval_runtime": 5.7987, "eval_samples_per_second": 646.7, "eval_steps_per_second": 10.175, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.040022388100624084, "learning_rate": 0.0, "loss": 0.0138, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9536, "eval_loss": 0.17478515207767487, "eval_runtime": 5.7925, "eval_samples_per_second": 647.386, "eval_steps_per_second": 10.186, "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 }