{ "best_metric": 0.9218666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0749/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": Infinity, "learning_rate": 8.562221064561357e-05, "loss": 0.9208, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8434666666666667, "eval_loss": 0.5051745176315308, "eval_runtime": 12.6047, "eval_samples_per_second": 297.509, "eval_steps_per_second": 4.681, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.4513640403747559, "learning_rate": 7.319906209778102e-05, "loss": 0.3254, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8677333333333334, "eval_loss": 0.4421617388725281, "eval_runtime": 12.6594, "eval_samples_per_second": 296.223, "eval_steps_per_second": 4.661, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.37082356214523315, "learning_rate": 5.5190743462682014e-05, "loss": 0.1728, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8776, "eval_loss": 0.40934687852859497, "eval_runtime": 12.6825, "eval_samples_per_second": 295.683, "eval_steps_per_second": 4.652, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.00931170117110014, "learning_rate": 3.516402310353216e-05, "loss": 0.0805, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8904, "eval_loss": 0.4118105471134186, "eval_runtime": 12.5186, "eval_samples_per_second": 299.553, "eval_steps_per_second": 4.713, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0038332073017954826, "learning_rate": 1.708543859906803e-05, "loss": 0.0275, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9168, "eval_loss": 0.32130905985832214, "eval_runtime": 12.8441, "eval_samples_per_second": 291.963, "eval_steps_per_second": 4.594, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.28254812955856323, "learning_rate": 4.53567532968734e-06, "loss": 0.006, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9218666666666666, "eval_loss": 0.31718909740448, "eval_runtime": 13.5819, "eval_samples_per_second": 276.103, "eval_steps_per_second": 4.344, "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 }