{ "best_metric": 0.13906994462013245, "best_model_checkpoint": "limbxy_pose/checkpoint-1780", "epoch": 20.0, "eval_steps": 500, "global_step": 1780, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.2808988764044944, "grad_norm": 8.567283167615347e-13, "learning_rate": 5e-06, "loss": 0.3282, "step": 25 }, { "epoch": 0.5617977528089888, "grad_norm": 110866.890625, "learning_rate": 1e-05, "loss": 0.2853, "step": 50 }, { "epoch": 0.8426966292134831, "grad_norm": 1257591.75, "learning_rate": 1.5e-05, "loss": 0.214, "step": 75 }, { "epoch": 1.0, "eval_loss": 0.19327276945114136, "eval_rmse": 0.4396279752254486, "eval_runtime": 9.4477, "eval_samples_per_second": 105.845, "eval_steps_per_second": 1.694, "step": 89 }, { "epoch": 1.1235955056179776, "grad_norm": 1151241.875, "learning_rate": 2e-05, "loss": 0.1918, "step": 100 }, { "epoch": 1.404494382022472, "grad_norm": 2122279.75, "learning_rate": 2.5e-05, "loss": 0.1868, "step": 125 }, { "epoch": 1.6853932584269664, "grad_norm": 2307076.25, "learning_rate": 3e-05, "loss": 0.1788, "step": 150 }, { "epoch": 1.9662921348314608, "grad_norm": 1163768.75, "learning_rate": 3.5e-05, "loss": 0.161, "step": 175 }, { "epoch": 2.0, "eval_loss": 0.14737975597381592, "eval_rmse": 0.3839007019996643, "eval_runtime": 9.2409, "eval_samples_per_second": 108.215, "eval_steps_per_second": 1.731, "step": 178 }, { "epoch": 2.247191011235955, "grad_norm": 3384581.5, "learning_rate": 4e-05, "loss": 0.1542, "step": 200 }, { "epoch": 2.5280898876404496, "grad_norm": 5387857.0, "learning_rate": 4.5e-05, "loss": 0.1643, "step": 225 }, { "epoch": 2.808988764044944, "grad_norm": 2503687.0, "learning_rate": 5e-05, "loss": 0.1634, "step": 250 }, { "epoch": 3.0, "eval_loss": 0.15408433973789215, "eval_rmse": 0.3925357758998871, "eval_runtime": 9.3482, "eval_samples_per_second": 106.973, "eval_steps_per_second": 1.712, "step": 267 }, { "epoch": 3.0898876404494384, "grad_norm": 1989428.125, "learning_rate": 4.918300653594771e-05, "loss": 0.1626, "step": 275 }, { "epoch": 3.370786516853933, "grad_norm": 2154801.5, "learning_rate": 4.8366013071895424e-05, "loss": 0.1588, "step": 300 }, { "epoch": 3.6516853932584272, "grad_norm": 1134807.0, "learning_rate": 4.7549019607843135e-05, "loss": 0.1532, "step": 325 }, { "epoch": 3.932584269662921, "grad_norm": 2527826.5, "learning_rate": 4.673202614379085e-05, "loss": 0.1547, "step": 350 }, { "epoch": 4.0, "eval_loss": 0.1495393067598343, "eval_rmse": 0.38670313358306885, "eval_runtime": 9.6568, "eval_samples_per_second": 103.554, "eval_steps_per_second": 1.657, "step": 356 }, { "epoch": 4.213483146067416, "grad_norm": 830469.375, "learning_rate": 4.5915032679738564e-05, "loss": 0.1496, "step": 375 }, { "epoch": 4.49438202247191, "grad_norm": 823327.75, "learning_rate": 4.5098039215686275e-05, "loss": 0.1554, "step": 400 }, { "epoch": 4.775280898876405, "grad_norm": 1184849.0, "learning_rate": 4.4281045751633986e-05, "loss": 0.1674, "step": 425 }, { "epoch": 5.0, "eval_loss": 0.1679653525352478, "eval_rmse": 0.4098357558250427, "eval_runtime": 9.548, "eval_samples_per_second": 104.734, "eval_steps_per_second": 1.676, "step": 445 }, { "epoch": 5.056179775280899, "grad_norm": 169527.875, "learning_rate": 4.3464052287581704e-05, "loss": 0.1676, "step": 450 }, { "epoch": 5.337078651685394, "grad_norm": 1563091.5, "learning_rate": 4.2647058823529415e-05, "loss": 0.1821, "step": 475 }, { "epoch": 5.617977528089888, "grad_norm": 1015313.25, "learning_rate": 4.1830065359477126e-05, "loss": 0.176, "step": 500 }, { "epoch": 5.898876404494382, "grad_norm": 2744912.25, "learning_rate": 4.101307189542484e-05, "loss": 0.1644, "step": 525 }, { "epoch": 6.0, "eval_loss": 0.14729027450084686, "eval_rmse": 0.3837841749191284, "eval_runtime": 9.7012, "eval_samples_per_second": 103.08, "eval_steps_per_second": 1.649, "step": 534 }, { "epoch": 6.179775280898877, "grad_norm": 116897.2265625, "learning_rate": 4.0196078431372555e-05, "loss": 0.1588, "step": 550 }, { "epoch": 6.460674157303371, "grad_norm": 1905296.75, "learning_rate": 3.9379084967320266e-05, "loss": 0.1517, "step": 575 }, { "epoch": 6.741573033707866, "grad_norm": 2599395.75, "learning_rate": 3.8562091503267977e-05, "loss": 0.1459, "step": 600 }, { "epoch": 7.0, "eval_loss": 0.1404775083065033, "eval_rmse": 0.3748033046722412, "eval_runtime": 9.6204, "eval_samples_per_second": 103.945, "eval_steps_per_second": 1.663, "step": 623 }, { "epoch": 7.022471910112359, "grad_norm": 2782315.75, "learning_rate": 3.774509803921569e-05, "loss": 0.1479, "step": 625 }, { "epoch": 7.303370786516854, "grad_norm": 1166099.875, "learning_rate": 3.6928104575163405e-05, "loss": 0.1553, "step": 650 }, { "epoch": 7.584269662921348, "grad_norm": 2184319.0, "learning_rate": 3.611111111111111e-05, "loss": 0.1522, "step": 675 }, { "epoch": 7.865168539325842, "grad_norm": 1279161.625, "learning_rate": 3.529411764705883e-05, "loss": 0.1544, "step": 700 }, { "epoch": 8.0, "eval_loss": 0.15137900412082672, "eval_rmse": 0.38907453417778015, "eval_runtime": 9.7104, "eval_samples_per_second": 102.982, "eval_steps_per_second": 1.648, "step": 712 }, { "epoch": 8.146067415730338, "grad_norm": 2559078.25, "learning_rate": 3.447712418300654e-05, "loss": 0.1521, "step": 725 }, { "epoch": 8.426966292134832, "grad_norm": 257444.171875, "learning_rate": 3.366013071895425e-05, "loss": 0.143, "step": 750 }, { "epoch": 8.707865168539326, "grad_norm": 927010.125, "learning_rate": 3.284313725490196e-05, "loss": 0.1477, "step": 775 }, { "epoch": 8.98876404494382, "grad_norm": 159431.078125, "learning_rate": 3.202614379084967e-05, "loss": 0.1531, "step": 800 }, { "epoch": 9.0, "eval_loss": 0.14193063974380493, "eval_rmse": 0.3767368197441101, "eval_runtime": 9.5944, "eval_samples_per_second": 104.227, "eval_steps_per_second": 1.668, "step": 801 }, { "epoch": 9.269662921348315, "grad_norm": 1847863.875, "learning_rate": 3.120915032679739e-05, "loss": 0.1485, "step": 825 }, { "epoch": 9.55056179775281, "grad_norm": 952230.1875, "learning_rate": 3.0392156862745097e-05, "loss": 0.154, "step": 850 }, { "epoch": 9.831460674157304, "grad_norm": 88050.4765625, "learning_rate": 2.957516339869281e-05, "loss": 0.1468, "step": 875 }, { "epoch": 10.0, "eval_loss": 0.14216481149196625, "eval_rmse": 0.37704750895500183, "eval_runtime": 9.601, "eval_samples_per_second": 104.156, "eval_steps_per_second": 1.666, "step": 890 }, { "epoch": 10.112359550561798, "grad_norm": 837362.1875, "learning_rate": 2.8758169934640522e-05, "loss": 0.1504, "step": 900 }, { "epoch": 10.393258426966293, "grad_norm": 1949830.125, "learning_rate": 2.7941176470588236e-05, "loss": 0.1456, "step": 925 }, { "epoch": 10.674157303370787, "grad_norm": 3423746.0, "learning_rate": 2.7124183006535947e-05, "loss": 0.1445, "step": 950 }, { "epoch": 10.955056179775282, "grad_norm": 267509.53125, "learning_rate": 2.630718954248366e-05, "loss": 0.143, "step": 975 }, { "epoch": 11.0, "eval_loss": 0.14469632506370544, "eval_rmse": 0.3803896903991699, "eval_runtime": 9.5391, "eval_samples_per_second": 104.832, "eval_steps_per_second": 1.677, "step": 979 }, { "epoch": 11.235955056179776, "grad_norm": 1893457.375, "learning_rate": 2.5490196078431373e-05, "loss": 0.14, "step": 1000 }, { "epoch": 11.51685393258427, "grad_norm": 1374771.875, "learning_rate": 2.4673202614379087e-05, "loss": 0.1458, "step": 1025 }, { "epoch": 11.797752808988765, "grad_norm": 2660207.0, "learning_rate": 2.38562091503268e-05, "loss": 0.1467, "step": 1050 }, { "epoch": 12.0, "eval_loss": 0.1596774458885193, "eval_rmse": 0.39959660172462463, "eval_runtime": 9.752, "eval_samples_per_second": 102.543, "eval_steps_per_second": 1.641, "step": 1068 }, { "epoch": 12.07865168539326, "grad_norm": 4057213.75, "learning_rate": 2.303921568627451e-05, "loss": 0.1556, "step": 1075 }, { "epoch": 12.359550561797754, "grad_norm": 551497.625, "learning_rate": 2.2222222222222223e-05, "loss": 0.1514, "step": 1100 }, { "epoch": 12.640449438202246, "grad_norm": 61427.015625, "learning_rate": 2.1405228758169934e-05, "loss": 0.1446, "step": 1125 }, { "epoch": 12.921348314606742, "grad_norm": 789958.0, "learning_rate": 2.058823529411765e-05, "loss": 0.149, "step": 1150 }, { "epoch": 13.0, "eval_loss": 0.1393509805202484, "eval_rmse": 0.37329748272895813, "eval_runtime": 9.3006, "eval_samples_per_second": 107.52, "eval_steps_per_second": 1.72, "step": 1157 }, { "epoch": 13.202247191011235, "grad_norm": 1956022.25, "learning_rate": 1.977124183006536e-05, "loss": 0.1439, "step": 1175 }, { "epoch": 13.48314606741573, "grad_norm": 1201509.0, "learning_rate": 1.895424836601307e-05, "loss": 0.1423, "step": 1200 }, { "epoch": 13.764044943820224, "grad_norm": 1603021.5, "learning_rate": 1.8137254901960785e-05, "loss": 0.139, "step": 1225 }, { "epoch": 14.0, "eval_loss": 0.14120306074619293, "eval_rmse": 0.3757699429988861, "eval_runtime": 9.6552, "eval_samples_per_second": 103.571, "eval_steps_per_second": 1.657, "step": 1246 }, { "epoch": 14.044943820224718, "grad_norm": 750973.0625, "learning_rate": 1.7320261437908496e-05, "loss": 0.1442, "step": 1250 }, { "epoch": 14.325842696629213, "grad_norm": 380421.21875, "learning_rate": 1.650326797385621e-05, "loss": 0.1413, "step": 1275 }, { "epoch": 14.606741573033707, "grad_norm": 451599.53125, "learning_rate": 1.568627450980392e-05, "loss": 0.141, "step": 1300 }, { "epoch": 14.887640449438202, "grad_norm": 1830802.625, "learning_rate": 1.4869281045751634e-05, "loss": 0.1433, "step": 1325 }, { "epoch": 15.0, "eval_loss": 0.13972964882850647, "eval_rmse": 0.3738043010234833, "eval_runtime": 9.3491, "eval_samples_per_second": 106.962, "eval_steps_per_second": 1.711, "step": 1335 }, { "epoch": 15.168539325842696, "grad_norm": 241513.265625, "learning_rate": 1.4052287581699347e-05, "loss": 0.142, "step": 1350 }, { "epoch": 15.44943820224719, "grad_norm": 1214894.5, "learning_rate": 1.323529411764706e-05, "loss": 0.145, "step": 1375 }, { "epoch": 15.730337078651685, "grad_norm": 692089.5625, "learning_rate": 1.2418300653594772e-05, "loss": 0.1426, "step": 1400 }, { "epoch": 16.0, "eval_loss": 0.13960076868534088, "eval_rmse": 0.37363186478614807, "eval_runtime": 9.7085, "eval_samples_per_second": 103.003, "eval_steps_per_second": 1.648, "step": 1424 }, { "epoch": 16.01123595505618, "grad_norm": 21341.8984375, "learning_rate": 1.1601307189542485e-05, "loss": 0.1419, "step": 1425 }, { "epoch": 16.292134831460675, "grad_norm": 361124.03125, "learning_rate": 1.0784313725490197e-05, "loss": 0.1409, "step": 1450 }, { "epoch": 16.573033707865168, "grad_norm": 563769.3125, "learning_rate": 9.96732026143791e-06, "loss": 0.1427, "step": 1475 }, { "epoch": 16.853932584269664, "grad_norm": 67665.75, "learning_rate": 9.150326797385621e-06, "loss": 0.1403, "step": 1500 }, { "epoch": 17.0, "eval_loss": 0.13963405787944794, "eval_rmse": 0.3736764192581177, "eval_runtime": 9.5629, "eval_samples_per_second": 104.571, "eval_steps_per_second": 1.673, "step": 1513 }, { "epoch": 17.134831460674157, "grad_norm": 661210.5625, "learning_rate": 8.333333333333334e-06, "loss": 0.1424, "step": 1525 }, { "epoch": 17.415730337078653, "grad_norm": 708130.875, "learning_rate": 7.5163398692810456e-06, "loss": 0.1424, "step": 1550 }, { "epoch": 17.696629213483146, "grad_norm": 93833.1875, "learning_rate": 6.699346405228758e-06, "loss": 0.139, "step": 1575 }, { "epoch": 17.97752808988764, "grad_norm": 154237.1875, "learning_rate": 5.882352941176471e-06, "loss": 0.1393, "step": 1600 }, { "epoch": 18.0, "eval_loss": 0.139328271150589, "eval_rmse": 0.3732670545578003, "eval_runtime": 9.4037, "eval_samples_per_second": 106.341, "eval_steps_per_second": 1.701, "step": 1602 }, { "epoch": 18.258426966292134, "grad_norm": 451971.6875, "learning_rate": 5.065359477124184e-06, "loss": 0.1388, "step": 1625 }, { "epoch": 18.53932584269663, "grad_norm": 516973.15625, "learning_rate": 4.2483660130718954e-06, "loss": 0.1383, "step": 1650 }, { "epoch": 18.820224719101123, "grad_norm": 111973.78125, "learning_rate": 3.431372549019608e-06, "loss": 0.1426, "step": 1675 }, { "epoch": 19.0, "eval_loss": 0.13913311064243317, "eval_rmse": 0.3730055093765259, "eval_runtime": 9.78, "eval_samples_per_second": 102.25, "eval_steps_per_second": 1.636, "step": 1691 }, { "epoch": 19.10112359550562, "grad_norm": 390392.875, "learning_rate": 2.6143790849673204e-06, "loss": 0.1404, "step": 1700 }, { "epoch": 19.382022471910112, "grad_norm": 167872.421875, "learning_rate": 1.7973856209150326e-06, "loss": 0.1402, "step": 1725 }, { "epoch": 19.662921348314608, "grad_norm": 446064.03125, "learning_rate": 9.80392156862745e-07, "loss": 0.14, "step": 1750 }, { "epoch": 19.9438202247191, "grad_norm": 133050.875, "learning_rate": 1.6339869281045752e-07, "loss": 0.1387, "step": 1775 }, { "epoch": 20.0, "eval_loss": 0.13906994462013245, "eval_rmse": 0.37292084097862244, "eval_runtime": 9.6305, "eval_samples_per_second": 103.837, "eval_steps_per_second": 1.661, "step": 1780 }, { "epoch": 20.0, "step": 1780, "total_flos": 0.0, "train_loss": 0.15599652267573924, "train_runtime": 3327.495, "train_samples_per_second": 34.032, "train_steps_per_second": 0.535 } ], "logging_steps": 25, "max_steps": 1780, "num_input_tokens_seen": 0, "num_train_epochs": 20, "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": 0.0, "train_batch_size": 64, "trial_name": null, "trial_params": null }