{ "best_metric": 0.9173333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0214/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": 2.9106113962682575e-05, "loss": 0.8864, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.876, "eval_loss": 0.3911151885986328, "eval_runtime": 7.5834, "eval_samples_per_second": 494.499, "eval_steps_per_second": 7.78, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.862834095954895, "learning_rate": 2.6510855361961218e-05, "loss": 0.2574, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8810666666666667, "eval_loss": 0.3737613260746002, "eval_runtime": 6.8278, "eval_samples_per_second": 549.224, "eval_steps_per_second": 8.641, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7440066337585449, "learning_rate": 2.2527217722455156e-05, "loss": 0.122, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8904, "eval_loss": 0.3564225137233734, "eval_runtime": 7.1896, "eval_samples_per_second": 521.586, "eval_steps_per_second": 8.206, "step": 999 }, { "epoch": 4.0, "grad_norm": 3.841376543045044, "learning_rate": 1.763568653571882e-05, "loss": 0.0608, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8930666666666667, "eval_loss": 0.3442498743534088, "eval_runtime": 6.7858, "eval_samples_per_second": 552.623, "eval_steps_per_second": 8.695, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.614599585533142, "learning_rate": 1.2426252654184347e-05, "loss": 0.028, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9034666666666666, "eval_loss": 0.3722509741783142, "eval_runtime": 6.9293, "eval_samples_per_second": 541.182, "eval_steps_per_second": 8.515, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0018188483081758022, "learning_rate": 7.5272506870206094e-06, "loss": 0.0112, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9136, "eval_loss": 0.3522760272026062, "eval_runtime": 6.942, "eval_samples_per_second": 540.188, "eval_steps_per_second": 8.499, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.02974710986018181, "learning_rate": 3.5295725730362483e-06, "loss": 0.0038, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9141333333333334, "eval_loss": 0.3562905192375183, "eval_runtime": 6.6936, "eval_samples_per_second": 560.238, "eval_steps_per_second": 8.814, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.008892694488167763, "learning_rate": 9.153972922231291e-07, "loss": 0.0014, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9173333333333333, "eval_loss": 0.3545072674751282, "eval_runtime": 7.3253, "eval_samples_per_second": 511.923, "eval_steps_per_second": 8.054, "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 }