{ "best_metric": 0.910958904109589, "best_model_checkpoint": "beit-base-patch16-224-pt22k-ft22k-rim_one-new/checkpoint-30", "epoch": 19.727272727272727, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.73, "eval_accuracy": 0.4794520547945205, "eval_loss": 0.6921706199645996, "eval_runtime": 25.0333, "eval_samples_per_second": 5.832, "eval_steps_per_second": 0.2, "step": 2 }, { "epoch": 1.73, "eval_accuracy": 0.6506849315068494, "eval_loss": 0.7311218976974487, "eval_runtime": 4.1824, "eval_samples_per_second": 34.909, "eval_steps_per_second": 1.195, "step": 4 }, { "epoch": 2.73, "eval_accuracy": 0.4178082191780822, "eval_loss": 0.9364489316940308, "eval_runtime": 4.1884, "eval_samples_per_second": 34.858, "eval_steps_per_second": 1.194, "step": 6 }, { "epoch": 3.73, "eval_accuracy": 0.7945205479452054, "eval_loss": 0.4742239713668823, "eval_runtime": 4.2915, "eval_samples_per_second": 34.021, "eval_steps_per_second": 1.165, "step": 8 }, { "epoch": 4.73, "learning_rate": 8.333333333333334e-05, "loss": 0.8198, "step": 10 }, { "epoch": 4.73, "eval_accuracy": 0.8561643835616438, "eval_loss": 0.36144283413887024, "eval_runtime": 4.4462, "eval_samples_per_second": 32.837, "eval_steps_per_second": 1.125, "step": 10 }, { "epoch": 5.73, "eval_accuracy": 0.8561643835616438, "eval_loss": 0.3010813593864441, "eval_runtime": 4.3245, "eval_samples_per_second": 33.761, "eval_steps_per_second": 1.156, "step": 12 }, { "epoch": 6.73, "eval_accuracy": 0.8561643835616438, "eval_loss": 0.2709261178970337, "eval_runtime": 4.3245, "eval_samples_per_second": 33.761, "eval_steps_per_second": 1.156, "step": 14 }, { "epoch": 7.73, "eval_accuracy": 0.6027397260273972, "eval_loss": 0.7967002987861633, "eval_runtime": 4.3664, "eval_samples_per_second": 33.437, "eval_steps_per_second": 1.145, "step": 16 }, { "epoch": 8.73, "eval_accuracy": 0.8287671232876712, "eval_loss": 0.39434078335762024, "eval_runtime": 4.348, "eval_samples_per_second": 33.578, "eval_steps_per_second": 1.15, "step": 18 }, { "epoch": 9.73, "learning_rate": 5.555555555555556e-05, "loss": 0.5673, "step": 20 }, { "epoch": 9.73, "eval_accuracy": 0.8835616438356164, "eval_loss": 0.2661159336566925, "eval_runtime": 4.3636, "eval_samples_per_second": 33.458, "eval_steps_per_second": 1.146, "step": 20 }, { "epoch": 10.73, "eval_accuracy": 0.7671232876712328, "eval_loss": 0.4626728296279907, "eval_runtime": 4.4331, "eval_samples_per_second": 32.934, "eval_steps_per_second": 1.128, "step": 22 }, { "epoch": 11.73, "eval_accuracy": 0.8835616438356164, "eval_loss": 0.24509218335151672, "eval_runtime": 4.4007, "eval_samples_per_second": 33.177, "eval_steps_per_second": 1.136, "step": 24 }, { "epoch": 12.73, "eval_accuracy": 0.9041095890410958, "eval_loss": 0.23970794677734375, "eval_runtime": 4.1384, "eval_samples_per_second": 35.279, "eval_steps_per_second": 1.208, "step": 26 }, { "epoch": 13.73, "eval_accuracy": 0.8904109589041096, "eval_loss": 0.24433596432209015, "eval_runtime": 4.1349, "eval_samples_per_second": 35.309, "eval_steps_per_second": 1.209, "step": 28 }, { "epoch": 14.73, "learning_rate": 2.777777777777778e-05, "loss": 0.2571, "step": 30 }, { "epoch": 14.73, "eval_accuracy": 0.910958904109589, "eval_loss": 0.24097245931625366, "eval_runtime": 4.2188, "eval_samples_per_second": 34.607, "eval_steps_per_second": 1.185, "step": 30 }, { "epoch": 15.73, "eval_accuracy": 0.8904109589041096, "eval_loss": 0.2714996933937073, "eval_runtime": 4.1836, "eval_samples_per_second": 34.898, "eval_steps_per_second": 1.195, "step": 32 }, { "epoch": 16.73, "eval_accuracy": 0.9041095890410958, "eval_loss": 0.2597528100013733, "eval_runtime": 4.1231, "eval_samples_per_second": 35.41, "eval_steps_per_second": 1.213, "step": 34 }, { "epoch": 17.73, "eval_accuracy": 0.8972602739726028, "eval_loss": 0.25846657156944275, "eval_runtime": 4.1153, "eval_samples_per_second": 35.477, "eval_steps_per_second": 1.215, "step": 36 }, { "epoch": 18.73, "eval_accuracy": 0.910958904109589, "eval_loss": 0.2306668758392334, "eval_runtime": 4.1812, "eval_samples_per_second": 34.919, "eval_steps_per_second": 1.196, "step": 38 }, { "epoch": 19.73, "learning_rate": 0.0, "loss": 0.1015, "step": 40 }, { "epoch": 19.73, "eval_accuracy": 0.8972602739726028, "eval_loss": 0.2697519063949585, "eval_runtime": 4.1223, "eval_samples_per_second": 35.417, "eval_steps_per_second": 1.213, "step": 40 }, { "epoch": 19.73, "step": 40, "total_flos": 5.187420432666501e+17, "train_loss": 0.4364403486251831, "train_runtime": 567.1784, "train_samples_per_second": 11.954, "train_steps_per_second": 0.071 } ], "max_steps": 40, "num_train_epochs": 20, "total_flos": 5.187420432666501e+17, "trial_name": null, "trial_params": null }