{ "best_metric": 0.9269333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0987/checkpoints/checkpoint-2664", "epoch": 8.0, "eval_steps": 500, "global_step": 2664, "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": 4.447781114447781e-05, "loss": 0.837, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8648, "eval_loss": 0.4471435248851776, "eval_runtime": 13.1033, "eval_samples_per_second": 286.187, "eval_steps_per_second": 4.503, "step": 333 }, { "epoch": 2.0, "grad_norm": 223.89096069335938, "learning_rate": 3.892225558892226e-05, "loss": 0.2249, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8834666666666666, "eval_loss": 0.3977927267551422, "eval_runtime": 13.0512, "eval_samples_per_second": 287.331, "eval_steps_per_second": 4.521, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.3943936824798584, "learning_rate": 3.33667000333667e-05, "loss": 0.1076, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8922666666666667, "eval_loss": 0.3943991959095001, "eval_runtime": 12.9213, "eval_samples_per_second": 290.219, "eval_steps_per_second": 4.566, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.21548227965831757, "learning_rate": 2.7811144477811146e-05, "loss": 0.0672, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.896, "eval_loss": 0.3870258033275604, "eval_runtime": 12.5327, "eval_samples_per_second": 299.218, "eval_steps_per_second": 4.708, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.4656703472137451, "learning_rate": 2.225558892225559e-05, "loss": 0.0343, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9101333333333333, "eval_loss": 0.34990161657333374, "eval_runtime": 12.8812, "eval_samples_per_second": 291.123, "eval_steps_per_second": 4.58, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.11994336545467377, "learning_rate": 1.6700033366700034e-05, "loss": 0.015, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9168, "eval_loss": 0.35074537992477417, "eval_runtime": 12.1522, "eval_samples_per_second": 308.586, "eval_steps_per_second": 4.855, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.1286989152431488, "learning_rate": 1.1144477811144478e-05, "loss": 0.0072, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.924, "eval_loss": 0.3319821059703827, "eval_runtime": 13.0817, "eval_samples_per_second": 286.659, "eval_steps_per_second": 4.51, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.0018328744918107986, "learning_rate": 5.5889222555889224e-06, "loss": 0.003, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9269333333333334, "eval_loss": 0.33426710963249207, "eval_runtime": 13.0315, "eval_samples_per_second": 287.765, "eval_steps_per_second": 4.527, "step": 2664 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 1.317930564980736e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }