{ "best_metric": 0.9181333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0361/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": 2.958855152130127, "learning_rate": 2.8002157758785897e-05, "loss": 0.9198, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8693333333333333, "eval_loss": 0.42263516783714294, "eval_runtime": 7.7682, "eval_samples_per_second": 482.738, "eval_steps_per_second": 7.595, "step": 333 }, { "epoch": 2.0, "grad_norm": 4.97312068939209, "learning_rate": 2.2520416388814085e-05, "loss": 0.2404, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8888, "eval_loss": 0.3651381731033325, "eval_runtime": 6.14, "eval_samples_per_second": 610.753, "eval_steps_per_second": 9.609, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.9188671708106995, "learning_rate": 1.5023585520713769e-05, "loss": 0.1046, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9058666666666667, "eval_loss": 0.32811298966407776, "eval_runtime": 6.1655, "eval_samples_per_second": 608.221, "eval_steps_per_second": 9.569, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.012806844897568226, "learning_rate": 7.520434931385125e-06, "loss": 0.0443, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9085333333333333, "eval_loss": 0.319495290517807, "eval_runtime": 6.2534, "eval_samples_per_second": 599.675, "eval_steps_per_second": 9.435, "step": 1332 }, { "epoch": 5.0, "grad_norm": 12.860431671142578, "learning_rate": 2.0214277619278764e-06, "loss": 0.017, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9144, "eval_loss": 0.33011701703071594, "eval_runtime": 6.3563, "eval_samples_per_second": 589.968, "eval_steps_per_second": 9.282, "step": 1665 }, { "epoch": 6.0, "grad_norm": 4.769171714782715, "learning_rate": 1.8542571038615563e-11, "loss": 0.007, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9181333333333334, "eval_loss": 0.3118324875831604, "eval_runtime": 7.7032, "eval_samples_per_second": 486.809, "eval_steps_per_second": 7.659, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }