{ "best_metric": 0.023517148569226265, "best_model_checkpoint": "./models/camera-type/checkpoint-200", "epoch": 5.0, "global_step": 2530, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2, "learning_rate": 9.604743083003953e-05, "loss": 0.0703, "step": 100 }, { "epoch": 0.4, "learning_rate": 9.213438735177866e-05, "loss": 0.0064, "step": 200 }, { "epoch": 0.4, "eval_accuracy": 0.9915611814345991, "eval_loss": 0.023517148569226265, "eval_runtime": 13.6256, "eval_samples_per_second": 86.968, "eval_steps_per_second": 10.935, "step": 200 }, { "epoch": 0.59, "learning_rate": 8.818181818181818e-05, "loss": 0.015, "step": 300 }, { "epoch": 0.79, "learning_rate": 8.426877470355731e-05, "loss": 0.0034, "step": 400 }, { "epoch": 0.79, "eval_accuracy": 0.9940928270042194, "eval_loss": 0.03918765112757683, "eval_runtime": 26.2367, "eval_samples_per_second": 45.166, "eval_steps_per_second": 5.679, "step": 400 }, { "epoch": 0.99, "learning_rate": 8.031620553359685e-05, "loss": 0.0036, "step": 500 }, { "epoch": 1.19, "learning_rate": 7.636363636363637e-05, "loss": 0.0066, "step": 600 }, { "epoch": 1.19, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.10105644911527634, "eval_runtime": 13.5269, "eval_samples_per_second": 87.603, "eval_steps_per_second": 11.015, "step": 600 }, { "epoch": 1.38, "learning_rate": 7.24110671936759e-05, "loss": 0.0001, "step": 700 }, { "epoch": 1.58, "learning_rate": 6.845849802371542e-05, "loss": 0.0, "step": 800 }, { "epoch": 1.58, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.12266893684864044, "eval_runtime": 14.2674, "eval_samples_per_second": 83.057, "eval_steps_per_second": 10.443, "step": 800 }, { "epoch": 1.78, "learning_rate": 6.450592885375494e-05, "loss": 0.0, "step": 900 }, { "epoch": 1.98, "learning_rate": 6.055335968379446e-05, "loss": 0.0, "step": 1000 }, { "epoch": 1.98, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.12320054322481155, "eval_runtime": 13.4323, "eval_samples_per_second": 88.22, "eval_steps_per_second": 11.093, "step": 1000 }, { "epoch": 2.17, "learning_rate": 5.660079051383399e-05, "loss": 0.0, "step": 1100 }, { "epoch": 2.37, "learning_rate": 5.2648221343873516e-05, "loss": 0.0, "step": 1200 }, { "epoch": 2.37, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.143290176987648, "eval_runtime": 14.5978, "eval_samples_per_second": 81.177, "eval_steps_per_second": 10.207, "step": 1200 }, { "epoch": 2.57, "learning_rate": 4.8695652173913046e-05, "loss": 0.0, "step": 1300 }, { "epoch": 2.77, "learning_rate": 4.4743083003952576e-05, "loss": 0.0, "step": 1400 }, { "epoch": 2.77, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.14161579310894012, "eval_runtime": 13.9736, "eval_samples_per_second": 84.803, "eval_steps_per_second": 10.663, "step": 1400 }, { "epoch": 2.96, "learning_rate": 4.079051383399209e-05, "loss": 0.0, "step": 1500 }, { "epoch": 3.16, "learning_rate": 3.6837944664031623e-05, "loss": 0.0, "step": 1600 }, { "epoch": 3.16, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.14079466462135315, "eval_runtime": 13.3148, "eval_samples_per_second": 88.999, "eval_steps_per_second": 11.191, "step": 1600 }, { "epoch": 3.36, "learning_rate": 3.288537549407115e-05, "loss": 0.0, "step": 1700 }, { "epoch": 3.56, "learning_rate": 2.8932806324110674e-05, "loss": 0.0, "step": 1800 }, { "epoch": 3.56, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.140061616897583, "eval_runtime": 13.4092, "eval_samples_per_second": 88.372, "eval_steps_per_second": 11.112, "step": 1800 }, { "epoch": 3.75, "learning_rate": 2.4980237154150198e-05, "loss": 0.0, "step": 1900 }, { "epoch": 3.95, "learning_rate": 2.1027667984189725e-05, "loss": 0.0, "step": 2000 }, { "epoch": 3.95, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.13938628137111664, "eval_runtime": 13.5631, "eval_samples_per_second": 87.369, "eval_steps_per_second": 10.986, "step": 2000 }, { "epoch": 4.15, "learning_rate": 1.707509881422925e-05, "loss": 0.0, "step": 2100 }, { "epoch": 4.35, "learning_rate": 1.3122529644268775e-05, "loss": 0.0, "step": 2200 }, { "epoch": 4.35, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.13903304934501648, "eval_runtime": 14.2016, "eval_samples_per_second": 83.441, "eval_steps_per_second": 10.492, "step": 2200 }, { "epoch": 4.55, "learning_rate": 9.1699604743083e-06, "loss": 0.0, "step": 2300 }, { "epoch": 4.74, "learning_rate": 5.217391304347826e-06, "loss": 0.0, "step": 2400 }, { "epoch": 4.74, "eval_accuracy": 0.9839662447257383, "eval_loss": 0.13887113332748413, "eval_runtime": 13.5995, "eval_samples_per_second": 87.136, "eval_steps_per_second": 10.956, "step": 2400 }, { "epoch": 4.94, "learning_rate": 1.2648221343873517e-06, "loss": 0.0, "step": 2500 }, { "epoch": 5.0, "step": 2530, "total_flos": 1.9586275919110656e+18, "train_loss": 0.004172653943921321, "train_runtime": 720.5262, "train_samples_per_second": 35.079, "train_steps_per_second": 3.511 } ], "max_steps": 2530, "num_train_epochs": 5, "total_flos": 1.9586275919110656e+18, "trial_name": null, "trial_params": null }