{ "best_metric": 0.9370666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0691/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.16396696865558624, "learning_rate": 8.554359905560886e-05, "loss": 0.6399, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9154666666666667, "eval_loss": 0.2827706038951874, "eval_runtime": 10.9906, "eval_samples_per_second": 341.201, "eval_steps_per_second": 5.368, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.07914759963750839, "learning_rate": 7.305704108364301e-05, "loss": 0.1638, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9224, "eval_loss": 0.2551507353782654, "eval_runtime": 11.507, "eval_samples_per_second": 325.888, "eval_steps_per_second": 5.127, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.027219807729125023, "learning_rate": 5.501344202803415e-05, "loss": 0.0828, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9309333333333333, "eval_loss": 0.2469257265329361, "eval_runtime": 10.9884, "eval_samples_per_second": 341.269, "eval_steps_per_second": 5.369, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.045479245483875275, "learning_rate": 3.498655797196586e-05, "loss": 0.037, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9306666666666666, "eval_loss": 0.2559111714363098, "eval_runtime": 11.0342, "eval_samples_per_second": 339.851, "eval_steps_per_second": 5.347, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.00950576364994049, "learning_rate": 1.6942958916356995e-05, "loss": 0.0126, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.932, "eval_loss": 0.2517668604850769, "eval_runtime": 11.3758, "eval_samples_per_second": 329.647, "eval_steps_per_second": 5.186, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.04000629857182503, "learning_rate": 4.456400944391144e-06, "loss": 0.0055, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9362666666666667, "eval_loss": 0.2548176348209381, "eval_runtime": 11.0725, "eval_samples_per_second": 338.678, "eval_steps_per_second": 5.329, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 4.086934248526131e-11, "loss": 0.0039, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9370666666666667, "eval_loss": 0.24709057807922363, "eval_runtime": 10.9983, "eval_samples_per_second": 340.961, "eval_steps_per_second": 5.364, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }