{ "best_metric": 0.9472, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0319/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 6.190037727355957, "learning_rate": 6.653391037658466e-05, "loss": 0.7084, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9112, "eval_loss": 0.30569204688072205, "eval_runtime": 5.7313, "eval_samples_per_second": 654.305, "eval_steps_per_second": 10.294, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.05386636406183243, "learning_rate": 5.682214306505567e-05, "loss": 0.1466, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9317333333333333, "eval_loss": 0.23556813597679138, "eval_runtime": 5.7017, "eval_samples_per_second": 657.696, "eval_steps_per_second": 10.348, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.4644635021686554, "learning_rate": 4.2788232688471e-05, "loss": 0.0686, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9285333333333333, "eval_loss": 0.2650826871395111, "eval_runtime": 5.8537, "eval_samples_per_second": 640.626, "eval_steps_per_second": 10.079, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.013232639990746975, "learning_rate": 2.7211767311528996e-05, "loss": 0.027, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.94, "eval_loss": 0.23186801373958588, "eval_runtime": 5.7058, "eval_samples_per_second": 657.231, "eval_steps_per_second": 10.34, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.03421556204557419, "learning_rate": 1.3177856934944328e-05, "loss": 0.0109, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9416, "eval_loss": 0.2150125950574875, "eval_runtime": 5.6766, "eval_samples_per_second": 660.61, "eval_steps_per_second": 10.394, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.02700868248939514, "learning_rate": 3.4660896234153336e-06, "loss": 0.0041, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9472, "eval_loss": 0.21619658172130585, "eval_runtime": 5.724, "eval_samples_per_second": 655.133, "eval_steps_per_second": 10.307, "step": 1998 } ], "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": false }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }