{ "best_metric": 0.8571428571428571, "best_model_checkpoint": "delivery_truck_classification/checkpoint-27", "epoch": 40.0, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.14285714285714285, "eval_loss": 1.9874809980392456, "eval_runtime": 0.555, "eval_samples_per_second": 12.612, "eval_steps_per_second": 1.802, "step": 1 }, { "epoch": 2.0, "eval_accuracy": 0.14285714285714285, "eval_loss": 1.9131802320480347, "eval_runtime": 0.612, "eval_samples_per_second": 11.438, "eval_steps_per_second": 1.634, "step": 2 }, { "epoch": 3.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.7584645748138428, "eval_runtime": 0.6123, "eval_samples_per_second": 11.432, "eval_steps_per_second": 1.633, "step": 3 }, { "epoch": 4.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.5935114622116089, "eval_runtime": 0.6224, "eval_samples_per_second": 11.247, "eval_steps_per_second": 1.607, "step": 4 }, { "epoch": 5.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.5026111602783203, "eval_runtime": 0.5902, "eval_samples_per_second": 11.86, "eval_steps_per_second": 1.694, "step": 5 }, { "epoch": 6.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.4698925018310547, "eval_runtime": 0.6228, "eval_samples_per_second": 11.239, "eval_steps_per_second": 1.606, "step": 6 }, { "epoch": 7.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.4360735416412354, "eval_runtime": 0.5993, "eval_samples_per_second": 11.681, "eval_steps_per_second": 1.669, "step": 7 }, { "epoch": 8.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.3962326049804688, "eval_runtime": 0.6058, "eval_samples_per_second": 11.555, "eval_steps_per_second": 1.651, "step": 8 }, { "epoch": 9.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.3457258939743042, "eval_runtime": 0.6198, "eval_samples_per_second": 11.293, "eval_steps_per_second": 1.613, "step": 9 }, { "epoch": 10.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.2874202728271484, "eval_runtime": 0.6157, "eval_samples_per_second": 11.369, "eval_steps_per_second": 1.624, "step": 10 }, { "epoch": 11.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.2239570617675781, "eval_runtime": 0.6193, "eval_samples_per_second": 11.304, "eval_steps_per_second": 1.615, "step": 11 }, { "epoch": 12.0, "eval_accuracy": 0.42857142857142855, "eval_loss": 1.1642504930496216, "eval_runtime": 0.6288, "eval_samples_per_second": 11.132, "eval_steps_per_second": 1.59, "step": 12 }, { "epoch": 13.0, "eval_accuracy": 0.5714285714285714, "eval_loss": 1.101585030555725, "eval_runtime": 0.6087, "eval_samples_per_second": 11.5, "eval_steps_per_second": 1.643, "step": 13 }, { "epoch": 14.0, "eval_accuracy": 0.5714285714285714, "eval_loss": 1.0355511903762817, "eval_runtime": 0.5997, "eval_samples_per_second": 11.673, "eval_steps_per_second": 1.668, "step": 14 }, { "epoch": 15.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.9718684554100037, "eval_runtime": 0.5696, "eval_samples_per_second": 12.29, "eval_steps_per_second": 1.756, "step": 15 }, { "epoch": 16.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.91197669506073, "eval_runtime": 0.6278, "eval_samples_per_second": 11.15, "eval_steps_per_second": 1.593, "step": 16 }, { "epoch": 17.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.8606060743331909, "eval_runtime": 0.6159, "eval_samples_per_second": 11.365, "eval_steps_per_second": 1.624, "step": 17 }, { "epoch": 18.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.8117322325706482, "eval_runtime": 0.628, "eval_samples_per_second": 11.147, "eval_steps_per_second": 1.592, "step": 18 }, { "epoch": 19.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.7706560492515564, "eval_runtime": 0.6266, "eval_samples_per_second": 11.171, "eval_steps_per_second": 1.596, "step": 19 }, { "epoch": 20.0, "learning_rate": 2.777777777777778e-05, "loss": 0.5111, "step": 20 }, { "epoch": 20.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.7366718649864197, "eval_runtime": 0.601, "eval_samples_per_second": 11.646, "eval_steps_per_second": 1.664, "step": 20 }, { "epoch": 21.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.7156747579574585, "eval_runtime": 0.619, "eval_samples_per_second": 11.308, "eval_steps_per_second": 1.615, "step": 21 }, { "epoch": 22.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.706693172454834, "eval_runtime": 0.6179, "eval_samples_per_second": 11.329, "eval_steps_per_second": 1.618, "step": 22 }, { "epoch": 23.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.7012028098106384, "eval_runtime": 0.6214, "eval_samples_per_second": 11.265, "eval_steps_per_second": 1.609, "step": 23 }, { "epoch": 24.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.697659432888031, "eval_runtime": 0.6273, "eval_samples_per_second": 11.16, "eval_steps_per_second": 1.594, "step": 24 }, { "epoch": 25.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.6974306106567383, "eval_runtime": 0.6326, "eval_samples_per_second": 11.065, "eval_steps_per_second": 1.581, "step": 25 }, { "epoch": 26.0, "eval_accuracy": 0.7142857142857143, "eval_loss": 0.6976919770240784, "eval_runtime": 0.6266, "eval_samples_per_second": 11.171, "eval_steps_per_second": 1.596, "step": 26 }, { "epoch": 27.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.703612744808197, "eval_runtime": 0.626, "eval_samples_per_second": 11.182, "eval_steps_per_second": 1.597, "step": 27 }, { "epoch": 28.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7074456810951233, "eval_runtime": 0.624, "eval_samples_per_second": 11.218, "eval_steps_per_second": 1.603, "step": 28 }, { "epoch": 29.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7061924338340759, "eval_runtime": 0.5569, "eval_samples_per_second": 12.569, "eval_steps_per_second": 1.796, "step": 29 }, { "epoch": 30.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7056497931480408, "eval_runtime": 0.6221, "eval_samples_per_second": 11.252, "eval_steps_per_second": 1.607, "step": 30 }, { "epoch": 31.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7049512267112732, "eval_runtime": 0.6315, "eval_samples_per_second": 11.084, "eval_steps_per_second": 1.583, "step": 31 }, { "epoch": 32.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7050389647483826, "eval_runtime": 0.6239, "eval_samples_per_second": 11.22, "eval_steps_per_second": 1.603, "step": 32 }, { "epoch": 33.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.703091025352478, "eval_runtime": 0.633, "eval_samples_per_second": 11.058, "eval_steps_per_second": 1.58, "step": 33 }, { "epoch": 34.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.7015966773033142, "eval_runtime": 0.6318, "eval_samples_per_second": 11.079, "eval_steps_per_second": 1.583, "step": 34 }, { "epoch": 35.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6995734572410583, "eval_runtime": 0.6327, "eval_samples_per_second": 11.064, "eval_steps_per_second": 1.581, "step": 35 }, { "epoch": 36.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6970993280410767, "eval_runtime": 0.6284, "eval_samples_per_second": 11.139, "eval_steps_per_second": 1.591, "step": 36 }, { "epoch": 37.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6953268647193909, "eval_runtime": 0.6135, "eval_samples_per_second": 11.41, "eval_steps_per_second": 1.63, "step": 37 }, { "epoch": 38.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6938610672950745, "eval_runtime": 0.7702, "eval_samples_per_second": 9.089, "eval_steps_per_second": 1.298, "step": 38 }, { "epoch": 39.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6938490867614746, "eval_runtime": 0.6214, "eval_samples_per_second": 11.265, "eval_steps_per_second": 1.609, "step": 39 }, { "epoch": 40.0, "learning_rate": 0.0, "loss": 0.1719, "step": 40 }, { "epoch": 40.0, "eval_accuracy": 0.8571428571428571, "eval_loss": 0.6936034560203552, "eval_runtime": 0.6132, "eval_samples_per_second": 11.416, "eval_steps_per_second": 1.631, "step": 40 }, { "epoch": 40.0, "step": 40, "total_flos": 6.164974248394752e+16, "train_loss": 0.3415180742740631, "train_runtime": 367.0026, "train_samples_per_second": 6.757, "train_steps_per_second": 0.109 } ], "max_steps": 40, "num_train_epochs": 40, "total_flos": 6.164974248394752e+16, "trial_name": null, "trial_params": null }