|
{ |
|
"best_metric": 0.1417153775691986, |
|
"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": 5.3874141476076276e-14, |
|
"learning_rate": 5e-06, |
|
"loss": 0.3282, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.5617977528089888, |
|
"grad_norm": 2.9326387238765017e-12, |
|
"learning_rate": 1e-05, |
|
"loss": 0.3304, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.8426966292134831, |
|
"grad_norm": 7.455580207024748e-13, |
|
"learning_rate": 1.5e-05, |
|
"loss": 0.3414, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 0.33112141489982605, |
|
"eval_rmse": 0.5754314661026001, |
|
"eval_runtime": 9.4539, |
|
"eval_samples_per_second": 105.776, |
|
"eval_steps_per_second": 1.692, |
|
"step": 89 |
|
}, |
|
{ |
|
"epoch": 1.1235955056179776, |
|
"grad_norm": 2.835559207142041e-13, |
|
"learning_rate": 2e-05, |
|
"loss": 0.3408, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.404494382022472, |
|
"grad_norm": 1.3095855780007049e-12, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.3358, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 1.6853932584269664, |
|
"grad_norm": 1.1560928603326914e-10, |
|
"learning_rate": 3e-05, |
|
"loss": 0.3348, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 1.9662921348314608, |
|
"grad_norm": 6.433731585681057e-12, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.3313, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 0.33112141489982605, |
|
"eval_rmse": 0.5754314661026001, |
|
"eval_runtime": 9.3581, |
|
"eval_samples_per_second": 106.859, |
|
"eval_steps_per_second": 1.71, |
|
"step": 178 |
|
}, |
|
{ |
|
"epoch": 2.247191011235955, |
|
"grad_norm": 654211.5, |
|
"learning_rate": 4e-05, |
|
"loss": 0.3285, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 2.5280898876404496, |
|
"grad_norm": 342525.875, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.2248, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 2.808988764044944, |
|
"grad_norm": 1131143.125, |
|
"learning_rate": 5e-05, |
|
"loss": 0.2277, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 0.1668396145105362, |
|
"eval_rmse": 0.40846002101898193, |
|
"eval_runtime": 9.2408, |
|
"eval_samples_per_second": 108.216, |
|
"eval_steps_per_second": 1.731, |
|
"step": 267 |
|
}, |
|
{ |
|
"epoch": 3.0898876404494384, |
|
"grad_norm": 3920230.0, |
|
"learning_rate": 4.918300653594771e-05, |
|
"loss": 0.2028, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 3.370786516853933, |
|
"grad_norm": 1259230.75, |
|
"learning_rate": 4.8366013071895424e-05, |
|
"loss": 0.2022, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 3.6516853932584272, |
|
"grad_norm": 380599.59375, |
|
"learning_rate": 4.7549019607843135e-05, |
|
"loss": 0.1957, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 3.932584269662921, |
|
"grad_norm": 928917.8125, |
|
"learning_rate": 4.673202614379085e-05, |
|
"loss": 0.1756, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 0.15156960487365723, |
|
"eval_rmse": 0.38931941986083984, |
|
"eval_runtime": 9.3606, |
|
"eval_samples_per_second": 106.831, |
|
"eval_steps_per_second": 1.709, |
|
"step": 356 |
|
}, |
|
{ |
|
"epoch": 4.213483146067416, |
|
"grad_norm": 4586462.0, |
|
"learning_rate": 4.5915032679738564e-05, |
|
"loss": 0.1686, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 4.49438202247191, |
|
"grad_norm": 1776099.0, |
|
"learning_rate": 4.5098039215686275e-05, |
|
"loss": 0.1619, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 4.775280898876405, |
|
"grad_norm": 3756013.5, |
|
"learning_rate": 4.4281045751633986e-05, |
|
"loss": 0.1761, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 0.1556388884782791, |
|
"eval_rmse": 0.394510954618454, |
|
"eval_runtime": 9.292, |
|
"eval_samples_per_second": 107.62, |
|
"eval_steps_per_second": 1.722, |
|
"step": 445 |
|
}, |
|
{ |
|
"epoch": 5.056179775280899, |
|
"grad_norm": 2636789.0, |
|
"learning_rate": 4.3464052287581704e-05, |
|
"loss": 0.1791, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 5.337078651685394, |
|
"grad_norm": 2208706.25, |
|
"learning_rate": 4.2647058823529415e-05, |
|
"loss": 0.1736, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 5.617977528089888, |
|
"grad_norm": 499775.21875, |
|
"learning_rate": 4.1830065359477126e-05, |
|
"loss": 0.1565, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 5.898876404494382, |
|
"grad_norm": 1655149.625, |
|
"learning_rate": 4.101307189542484e-05, |
|
"loss": 0.1632, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.14596471190452576, |
|
"eval_rmse": 0.38205331563949585, |
|
"eval_runtime": 9.4973, |
|
"eval_samples_per_second": 105.293, |
|
"eval_steps_per_second": 1.685, |
|
"step": 534 |
|
}, |
|
{ |
|
"epoch": 6.179775280898877, |
|
"grad_norm": 69511.53125, |
|
"learning_rate": 4.0196078431372555e-05, |
|
"loss": 0.1537, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 6.460674157303371, |
|
"grad_norm": 1434219.875, |
|
"learning_rate": 3.9379084967320266e-05, |
|
"loss": 0.1578, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 6.741573033707866, |
|
"grad_norm": 959990.375, |
|
"learning_rate": 3.8562091503267977e-05, |
|
"loss": 0.1488, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 0.14534823596477509, |
|
"eval_rmse": 0.3812456429004669, |
|
"eval_runtime": 9.4779, |
|
"eval_samples_per_second": 105.508, |
|
"eval_steps_per_second": 1.688, |
|
"step": 623 |
|
}, |
|
{ |
|
"epoch": 7.022471910112359, |
|
"grad_norm": 887092.875, |
|
"learning_rate": 3.774509803921569e-05, |
|
"loss": 0.1508, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 7.303370786516854, |
|
"grad_norm": 1917969.375, |
|
"learning_rate": 3.6928104575163405e-05, |
|
"loss": 0.1532, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 7.584269662921348, |
|
"grad_norm": 142502.96875, |
|
"learning_rate": 3.611111111111111e-05, |
|
"loss": 0.1501, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 7.865168539325842, |
|
"grad_norm": 308292.90625, |
|
"learning_rate": 3.529411764705883e-05, |
|
"loss": 0.1502, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 0.1449001282453537, |
|
"eval_rmse": 0.38065749406814575, |
|
"eval_runtime": 9.6336, |
|
"eval_samples_per_second": 103.804, |
|
"eval_steps_per_second": 1.661, |
|
"step": 712 |
|
}, |
|
{ |
|
"epoch": 8.146067415730338, |
|
"grad_norm": 2082431.625, |
|
"learning_rate": 3.447712418300654e-05, |
|
"loss": 0.1591, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 8.426966292134832, |
|
"grad_norm": 2036905.875, |
|
"learning_rate": 3.366013071895425e-05, |
|
"loss": 0.1563, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 8.707865168539326, |
|
"grad_norm": 77962.4765625, |
|
"learning_rate": 3.284313725490196e-05, |
|
"loss": 0.1551, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 8.98876404494382, |
|
"grad_norm": 1343378.0, |
|
"learning_rate": 3.202614379084967e-05, |
|
"loss": 0.1512, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 0.15092459321022034, |
|
"eval_rmse": 0.38849014043807983, |
|
"eval_runtime": 9.6447, |
|
"eval_samples_per_second": 103.684, |
|
"eval_steps_per_second": 1.659, |
|
"step": 801 |
|
}, |
|
{ |
|
"epoch": 9.269662921348315, |
|
"grad_norm": 2264512.0, |
|
"learning_rate": 3.120915032679739e-05, |
|
"loss": 0.1495, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 9.55056179775281, |
|
"grad_norm": 1154337.125, |
|
"learning_rate": 3.0392156862745097e-05, |
|
"loss": 0.1536, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 9.831460674157304, |
|
"grad_norm": 1739664.875, |
|
"learning_rate": 2.957516339869281e-05, |
|
"loss": 0.1491, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 0.1450948417186737, |
|
"eval_rmse": 0.3809131681919098, |
|
"eval_runtime": 9.7315, |
|
"eval_samples_per_second": 102.759, |
|
"eval_steps_per_second": 1.644, |
|
"step": 890 |
|
}, |
|
{ |
|
"epoch": 10.112359550561798, |
|
"grad_norm": 1887076.125, |
|
"learning_rate": 2.8758169934640522e-05, |
|
"loss": 0.1586, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 10.393258426966293, |
|
"grad_norm": 2062948.625, |
|
"learning_rate": 2.7941176470588236e-05, |
|
"loss": 0.1537, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 10.674157303370787, |
|
"grad_norm": 622017.4375, |
|
"learning_rate": 2.7124183006535947e-05, |
|
"loss": 0.1586, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 10.955056179775282, |
|
"grad_norm": 279420.875, |
|
"learning_rate": 2.630718954248366e-05, |
|
"loss": 0.1615, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_loss": 0.14514553546905518, |
|
"eval_rmse": 0.3809797465801239, |
|
"eval_runtime": 9.5399, |
|
"eval_samples_per_second": 104.823, |
|
"eval_steps_per_second": 1.677, |
|
"step": 979 |
|
}, |
|
{ |
|
"epoch": 11.235955056179776, |
|
"grad_norm": 468609.03125, |
|
"learning_rate": 2.5490196078431373e-05, |
|
"loss": 0.1498, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 11.51685393258427, |
|
"grad_norm": 420918.21875, |
|
"learning_rate": 2.4673202614379087e-05, |
|
"loss": 0.1511, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 11.797752808988765, |
|
"grad_norm": 1311995.125, |
|
"learning_rate": 2.38562091503268e-05, |
|
"loss": 0.1549, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_loss": 0.14528058469295502, |
|
"eval_rmse": 0.38115692138671875, |
|
"eval_runtime": 9.3492, |
|
"eval_samples_per_second": 106.962, |
|
"eval_steps_per_second": 1.711, |
|
"step": 1068 |
|
}, |
|
{ |
|
"epoch": 12.07865168539326, |
|
"grad_norm": 2639625.0, |
|
"learning_rate": 2.303921568627451e-05, |
|
"loss": 0.153, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 12.359550561797754, |
|
"grad_norm": 774080.25, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.1482, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 12.640449438202246, |
|
"grad_norm": 55058.171875, |
|
"learning_rate": 2.1405228758169934e-05, |
|
"loss": 0.1468, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 12.921348314606742, |
|
"grad_norm": 386005.375, |
|
"learning_rate": 2.058823529411765e-05, |
|
"loss": 0.1511, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"eval_loss": 0.1451251208782196, |
|
"eval_rmse": 0.380952924489975, |
|
"eval_runtime": 9.2084, |
|
"eval_samples_per_second": 108.596, |
|
"eval_steps_per_second": 1.738, |
|
"step": 1157 |
|
}, |
|
{ |
|
"epoch": 13.202247191011235, |
|
"grad_norm": 1428037.875, |
|
"learning_rate": 1.977124183006536e-05, |
|
"loss": 0.1493, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 13.48314606741573, |
|
"grad_norm": 1060426.0, |
|
"learning_rate": 1.895424836601307e-05, |
|
"loss": 0.1475, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 13.764044943820224, |
|
"grad_norm": 393123.84375, |
|
"learning_rate": 1.8137254901960785e-05, |
|
"loss": 0.146, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"eval_loss": 0.14483922719955444, |
|
"eval_rmse": 0.3805775046348572, |
|
"eval_runtime": 9.3462, |
|
"eval_samples_per_second": 106.995, |
|
"eval_steps_per_second": 1.712, |
|
"step": 1246 |
|
}, |
|
{ |
|
"epoch": 14.044943820224718, |
|
"grad_norm": 55979.83203125, |
|
"learning_rate": 1.7320261437908496e-05, |
|
"loss": 0.1474, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 14.325842696629213, |
|
"grad_norm": 1408408.875, |
|
"learning_rate": 1.650326797385621e-05, |
|
"loss": 0.1483, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 14.606741573033707, |
|
"grad_norm": 1193337.625, |
|
"learning_rate": 1.568627450980392e-05, |
|
"loss": 0.1472, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 14.887640449438202, |
|
"grad_norm": 138167.046875, |
|
"learning_rate": 1.4869281045751634e-05, |
|
"loss": 0.1495, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 15.0, |
|
"eval_loss": 0.14416830241680145, |
|
"eval_rmse": 0.37969499826431274, |
|
"eval_runtime": 9.3515, |
|
"eval_samples_per_second": 106.935, |
|
"eval_steps_per_second": 1.711, |
|
"step": 1335 |
|
}, |
|
{ |
|
"epoch": 15.168539325842696, |
|
"grad_norm": 1532522.0, |
|
"learning_rate": 1.4052287581699347e-05, |
|
"loss": 0.1461, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 15.44943820224719, |
|
"grad_norm": 562337.5, |
|
"learning_rate": 1.323529411764706e-05, |
|
"loss": 0.1492, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 15.730337078651685, |
|
"grad_norm": 814187.375, |
|
"learning_rate": 1.2418300653594772e-05, |
|
"loss": 0.1463, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 16.0, |
|
"eval_loss": 0.1432572454214096, |
|
"eval_rmse": 0.37849339842796326, |
|
"eval_runtime": 9.2916, |
|
"eval_samples_per_second": 107.624, |
|
"eval_steps_per_second": 1.722, |
|
"step": 1424 |
|
}, |
|
{ |
|
"epoch": 16.01123595505618, |
|
"grad_norm": 670902.375, |
|
"learning_rate": 1.1601307189542485e-05, |
|
"loss": 0.148, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 16.292134831460675, |
|
"grad_norm": 1786915.75, |
|
"learning_rate": 1.0784313725490197e-05, |
|
"loss": 0.1464, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 16.573033707865168, |
|
"grad_norm": 204775.359375, |
|
"learning_rate": 9.96732026143791e-06, |
|
"loss": 0.147, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 16.853932584269664, |
|
"grad_norm": 434166.53125, |
|
"learning_rate": 9.150326797385621e-06, |
|
"loss": 0.1455, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 17.0, |
|
"eval_loss": 0.14278554916381836, |
|
"eval_rmse": 0.37786978483200073, |
|
"eval_runtime": 9.2131, |
|
"eval_samples_per_second": 108.541, |
|
"eval_steps_per_second": 1.737, |
|
"step": 1513 |
|
}, |
|
{ |
|
"epoch": 17.134831460674157, |
|
"grad_norm": 427259.8125, |
|
"learning_rate": 8.333333333333334e-06, |
|
"loss": 0.1476, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 17.415730337078653, |
|
"grad_norm": 216315.09375, |
|
"learning_rate": 7.5163398692810456e-06, |
|
"loss": 0.1481, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 17.696629213483146, |
|
"grad_norm": 842487.625, |
|
"learning_rate": 6.699346405228758e-06, |
|
"loss": 0.1435, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 17.97752808988764, |
|
"grad_norm": 376340.8125, |
|
"learning_rate": 5.882352941176471e-06, |
|
"loss": 0.144, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 18.0, |
|
"eval_loss": 0.1422489583492279, |
|
"eval_rmse": 0.37715908885002136, |
|
"eval_runtime": 9.3723, |
|
"eval_samples_per_second": 106.697, |
|
"eval_steps_per_second": 1.707, |
|
"step": 1602 |
|
}, |
|
{ |
|
"epoch": 18.258426966292134, |
|
"grad_norm": 287156.1875, |
|
"learning_rate": 5.065359477124184e-06, |
|
"loss": 0.1435, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 18.53932584269663, |
|
"grad_norm": 129252.7109375, |
|
"learning_rate": 4.2483660130718954e-06, |
|
"loss": 0.142, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 18.820224719101123, |
|
"grad_norm": 415142.15625, |
|
"learning_rate": 3.431372549019608e-06, |
|
"loss": 0.1461, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 19.0, |
|
"eval_loss": 0.14274005591869354, |
|
"eval_rmse": 0.3778095543384552, |
|
"eval_runtime": 9.4009, |
|
"eval_samples_per_second": 106.373, |
|
"eval_steps_per_second": 1.702, |
|
"step": 1691 |
|
}, |
|
{ |
|
"epoch": 19.10112359550562, |
|
"grad_norm": 202907.5625, |
|
"learning_rate": 2.6143790849673204e-06, |
|
"loss": 0.1441, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 19.382022471910112, |
|
"grad_norm": 269955.5625, |
|
"learning_rate": 1.7973856209150326e-06, |
|
"loss": 0.1438, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 19.662921348314608, |
|
"grad_norm": 197176.828125, |
|
"learning_rate": 9.80392156862745e-07, |
|
"loss": 0.1436, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 19.9438202247191, |
|
"grad_norm": 579304.625, |
|
"learning_rate": 1.6339869281045752e-07, |
|
"loss": 0.1425, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"eval_loss": 0.1417153775691986, |
|
"eval_rmse": 0.3764510452747345, |
|
"eval_runtime": 9.5809, |
|
"eval_samples_per_second": 104.375, |
|
"eval_steps_per_second": 1.67, |
|
"step": 1780 |
|
}, |
|
{ |
|
"epoch": 20.0, |
|
"step": 1780, |
|
"total_flos": 0.0, |
|
"train_loss": 0.17676029650682815, |
|
"train_runtime": 3303.753, |
|
"train_samples_per_second": 34.276, |
|
"train_steps_per_second": 0.539 |
|
} |
|
], |
|
"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 |
|
} |
|
|