{ "best_metric": null, "best_model_checkpoint": null, "epoch": 16.0, "eval_steps": 500, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.8, "grad_norm": 2.1959376335144043, "learning_rate": 5.7005e-05, "loss": 0.3719, "step": 100 }, { "epoch": 1.0, "eval_accuracy_no_text": 0.96844593139048, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.96844593139048, "eval_iou_text": 0.0, "eval_loss": 0.19860416650772095, "eval_mean_accuracy": 0.96844593139048, "eval_mean_iou": 0.48422296569524, "eval_overall_accuracy": 0.96844593139048, "eval_runtime": 8.3086, "eval_samples_per_second": 30.571, "eval_steps_per_second": 3.851, "step": 125 }, { "epoch": 1.6, "grad_norm": 1.968083381652832, "learning_rate": 5.401e-05, "loss": 0.2348, "step": 200 }, { "epoch": 2.0, "eval_accuracy_no_text": 0.9864023804798262, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9864023804798262, "eval_iou_text": 0.0, "eval_loss": 0.1335889846086502, "eval_mean_accuracy": 0.9864023804798262, "eval_mean_iou": 0.4932011902399131, "eval_overall_accuracy": 0.9864023804798262, "eval_runtime": 8.1245, "eval_samples_per_second": 31.263, "eval_steps_per_second": 3.939, "step": 250 }, { "epoch": 2.4, "grad_norm": 11.673813819885254, "learning_rate": 5.1015e-05, "loss": 0.183, "step": 300 }, { "epoch": 3.0, "eval_accuracy_no_text": 0.9747427016305941, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9747427016305941, "eval_iou_text": 0.0, "eval_loss": 0.1268119513988495, "eval_mean_accuracy": 0.9747427016305941, "eval_mean_iou": 0.48737135081529703, "eval_overall_accuracy": 0.9747427016305941, "eval_runtime": 8.1397, "eval_samples_per_second": 31.205, "eval_steps_per_second": 3.931, "step": 375 }, { "epoch": 3.2, "grad_norm": 2.0944621562957764, "learning_rate": 4.8020000000000004e-05, "loss": 0.1683, "step": 400 }, { "epoch": 4.0, "grad_norm": 1.8507691621780396, "learning_rate": 4.5025000000000003e-05, "loss": 0.1485, "step": 500 }, { "epoch": 4.0, "eval_accuracy_no_text": 0.9801620699547168, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9801620699547168, "eval_iou_text": 0.0, "eval_loss": 0.111358642578125, "eval_mean_accuracy": 0.9801620699547168, "eval_mean_iou": 0.4900810349773584, "eval_overall_accuracy": 0.9801620699547168, "eval_runtime": 8.1347, "eval_samples_per_second": 31.224, "eval_steps_per_second": 3.934, "step": 500 }, { "epoch": 4.8, "grad_norm": 0.7507067322731018, "learning_rate": 4.203e-05, "loss": 0.1429, "step": 600 }, { "epoch": 5.0, "eval_accuracy_no_text": 0.9756961862525911, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9756961862525911, "eval_iou_text": 0.0, "eval_loss": 0.11220362782478333, "eval_mean_accuracy": 0.9756961862525911, "eval_mean_iou": 0.48784809312629557, "eval_overall_accuracy": 0.9756961862525911, "eval_runtime": 8.1643, "eval_samples_per_second": 31.111, "eval_steps_per_second": 3.92, "step": 625 }, { "epoch": 5.6, "grad_norm": 1.759697437286377, "learning_rate": 3.9035e-05, "loss": 0.1367, "step": 700 }, { "epoch": 6.0, "eval_accuracy_no_text": 0.9834463870725529, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9834463870725529, "eval_iou_text": 0.0, "eval_loss": 0.10746461898088455, "eval_mean_accuracy": 0.9834463870725529, "eval_mean_iou": 0.49172319353627647, "eval_overall_accuracy": 0.9834463870725529, "eval_runtime": 8.1727, "eval_samples_per_second": 31.079, "eval_steps_per_second": 3.915, "step": 750 }, { "epoch": 6.4, "grad_norm": 0.7061517238616943, "learning_rate": 3.604e-05, "loss": 0.1333, "step": 800 }, { "epoch": 7.0, "eval_accuracy_no_text": 0.9793181982638223, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9793181982638223, "eval_iou_text": 0.0, "eval_loss": 0.10477758198976517, "eval_mean_accuracy": 0.9793181982638223, "eval_mean_iou": 0.48965909913191114, "eval_overall_accuracy": 0.9793181982638223, "eval_runtime": 8.2604, "eval_samples_per_second": 30.749, "eval_steps_per_second": 3.874, "step": 875 }, { "epoch": 7.2, "grad_norm": 0.3624698519706726, "learning_rate": 3.3045000000000006e-05, "loss": 0.1299, "step": 900 }, { "epoch": 8.0, "grad_norm": 0.8047678470611572, "learning_rate": 3.0050000000000002e-05, "loss": 0.1199, "step": 1000 }, { "epoch": 8.0, "eval_accuracy_no_text": 0.9775670830889114, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9775670830889114, "eval_iou_text": 0.0, "eval_loss": 0.10090366005897522, "eval_mean_accuracy": 0.9775670830889114, "eval_mean_iou": 0.4887835415444557, "eval_overall_accuracy": 0.9775670830889114, "eval_runtime": 8.1621, "eval_samples_per_second": 31.12, "eval_steps_per_second": 3.921, "step": 1000 }, { "epoch": 8.8, "grad_norm": 1.3916865587234497, "learning_rate": 2.7054999999999998e-05, "loss": 0.1201, "step": 1100 }, { "epoch": 9.0, "eval_accuracy_no_text": 0.9805578030424941, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9805578030424941, "eval_iou_text": 0.0, "eval_loss": 0.10001751780509949, "eval_mean_accuracy": 0.9805578030424941, "eval_mean_iou": 0.49027890152124703, "eval_overall_accuracy": 0.9805578030424941, "eval_runtime": 8.1675, "eval_samples_per_second": 31.099, "eval_steps_per_second": 3.918, "step": 1125 }, { "epoch": 9.6, "grad_norm": 0.953816831111908, "learning_rate": 2.406e-05, "loss": 0.1111, "step": 1200 }, { "epoch": 10.0, "eval_accuracy_no_text": 0.9807101179946566, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9807101179946566, "eval_iou_text": 0.0, "eval_loss": 0.09977567940950394, "eval_mean_accuracy": 0.9807101179946566, "eval_mean_iou": 0.4903550589973283, "eval_overall_accuracy": 0.9807101179946566, "eval_runtime": 8.2219, "eval_samples_per_second": 30.893, "eval_steps_per_second": 3.892, "step": 1250 }, { "epoch": 10.4, "grad_norm": 0.571890652179718, "learning_rate": 2.1065e-05, "loss": 0.1128, "step": 1300 }, { "epoch": 11.0, "eval_accuracy_no_text": 0.9791675947156165, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9791675947156165, "eval_iou_text": 0.0, "eval_loss": 0.09842447936534882, "eval_mean_accuracy": 0.9791675947156165, "eval_mean_iou": 0.48958379735780827, "eval_overall_accuracy": 0.9791675947156165, "eval_runtime": 8.6895, "eval_samples_per_second": 29.231, "eval_steps_per_second": 3.683, "step": 1375 }, { "epoch": 11.2, "grad_norm": 18.250076293945312, "learning_rate": 1.807e-05, "loss": 0.1108, "step": 1400 }, { "epoch": 12.0, "grad_norm": 1.173434853553772, "learning_rate": 1.5075000000000002e-05, "loss": 0.1055, "step": 1500 }, { "epoch": 12.0, "eval_accuracy_no_text": 0.9835118690433692, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9835118690433692, "eval_iou_text": 0.0, "eval_loss": 0.09405940771102905, "eval_mean_accuracy": 0.9835118690433692, "eval_mean_iou": 0.4917559345216846, "eval_overall_accuracy": 0.9835118690433692, "eval_runtime": 8.3821, "eval_samples_per_second": 30.303, "eval_steps_per_second": 3.818, "step": 1500 }, { "epoch": 12.8, "grad_norm": 0.7602437734603882, "learning_rate": 1.2079999999999998e-05, "loss": 0.0988, "step": 1600 }, { "epoch": 13.0, "eval_accuracy_no_text": 0.9814864806149025, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9814864806149025, "eval_iou_text": 0.0, "eval_loss": 0.09721452742815018, "eval_mean_accuracy": 0.9814864806149025, "eval_mean_iou": 0.49074324030745126, "eval_overall_accuracy": 0.9814864806149025, "eval_runtime": 8.2417, "eval_samples_per_second": 30.819, "eval_steps_per_second": 3.883, "step": 1625 }, { "epoch": 13.6, "grad_norm": 3.4168713092803955, "learning_rate": 9.085000000000002e-06, "loss": 0.0983, "step": 1700 }, { "epoch": 14.0, "eval_accuracy_no_text": 0.9842781460111701, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9842781460111701, "eval_iou_text": 0.0, "eval_loss": 0.09473416209220886, "eval_mean_accuracy": 0.9842781460111701, "eval_mean_iou": 0.49213907300558507, "eval_overall_accuracy": 0.9842781460111701, "eval_runtime": 8.2345, "eval_samples_per_second": 30.846, "eval_steps_per_second": 3.886, "step": 1750 }, { "epoch": 14.4, "grad_norm": 4.172765254974365, "learning_rate": 6.0899999999999984e-06, "loss": 0.1045, "step": 1800 }, { "epoch": 15.0, "eval_accuracy_no_text": 0.9793696566915354, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9793696566915354, "eval_iou_text": 0.0, "eval_loss": 0.09600792080163956, "eval_mean_accuracy": 0.9793696566915354, "eval_mean_iou": 0.4896848283457677, "eval_overall_accuracy": 0.9793696566915354, "eval_runtime": 8.2507, "eval_samples_per_second": 30.785, "eval_steps_per_second": 3.878, "step": 1875 }, { "epoch": 15.2, "grad_norm": 1.797450065612793, "learning_rate": 3.0950000000000026e-06, "loss": 0.1047, "step": 1900 }, { "epoch": 16.0, "grad_norm": 1.1411088705062866, "learning_rate": 1e-07, "loss": 0.1002, "step": 2000 }, { "epoch": 16.0, "eval_accuracy_no_text": 0.9789534698341376, "eval_accuracy_text": NaN, "eval_iou_no_text": 0.9789534698341376, "eval_iou_text": 0.0, "eval_loss": 0.09761390835046768, "eval_mean_accuracy": 0.9789534698341376, "eval_mean_iou": 0.4894767349170688, "eval_overall_accuracy": 0.9789534698341376, "eval_runtime": 8.4956, "eval_samples_per_second": 29.898, "eval_steps_per_second": 3.767, "step": 2000 }, { "epoch": 16.0, "step": 2000, "total_flos": 2.80447288344576e+17, "train_loss": 0.1418005952835083, "train_runtime": 624.6204, "train_samples_per_second": 25.616, "train_steps_per_second": 3.202 } ], "logging_steps": 100, "max_steps": 2000, "num_input_tokens_seen": 0, "num_train_epochs": 16, "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": 2.80447288344576e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }