c14kevincardenas's picture
End of training
689a2fb verified
{
"best_metric": 0.14487937092781067,
"best_model_checkpoint": "limbxy_pose/checkpoint-1602",
"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": 1.6329148591013448e-13,
"learning_rate": 5e-06,
"loss": 0.3282,
"step": 25
},
{
"epoch": 0.5617977528089888,
"grad_norm": 609844.4375,
"learning_rate": 1e-05,
"loss": 0.3197,
"step": 50
},
{
"epoch": 0.8426966292134831,
"grad_norm": 51261.34765625,
"learning_rate": 1.5e-05,
"loss": 0.2128,
"step": 75
},
{
"epoch": 1.0,
"eval_loss": 0.17451409995555878,
"eval_rmse": 0.4177488386631012,
"eval_runtime": 9.5905,
"eval_samples_per_second": 104.27,
"eval_steps_per_second": 1.668,
"step": 89
},
{
"epoch": 1.1235955056179776,
"grad_norm": 2084511.375,
"learning_rate": 2e-05,
"loss": 0.198,
"step": 100
},
{
"epoch": 1.404494382022472,
"grad_norm": 721293.5625,
"learning_rate": 2.5e-05,
"loss": 0.1779,
"step": 125
},
{
"epoch": 1.6853932584269664,
"grad_norm": 1280031.75,
"learning_rate": 3e-05,
"loss": 0.1604,
"step": 150
},
{
"epoch": 1.9662921348314608,
"grad_norm": 1277506.125,
"learning_rate": 3.5e-05,
"loss": 0.1574,
"step": 175
},
{
"epoch": 2.0,
"eval_loss": 0.148615300655365,
"eval_rmse": 0.3855065405368805,
"eval_runtime": 9.3357,
"eval_samples_per_second": 107.116,
"eval_steps_per_second": 1.714,
"step": 178
},
{
"epoch": 2.247191011235955,
"grad_norm": 1975641.0,
"learning_rate": 4e-05,
"loss": 0.1589,
"step": 200
},
{
"epoch": 2.5280898876404496,
"grad_norm": 2331497.75,
"learning_rate": 4.5e-05,
"loss": 0.1757,
"step": 225
},
{
"epoch": 2.808988764044944,
"grad_norm": 4412882.0,
"learning_rate": 5e-05,
"loss": 0.2045,
"step": 250
},
{
"epoch": 3.0,
"eval_loss": 0.15186643600463867,
"eval_rmse": 0.3897004723548889,
"eval_runtime": 9.3334,
"eval_samples_per_second": 107.142,
"eval_steps_per_second": 1.714,
"step": 267
},
{
"epoch": 3.0898876404494384,
"grad_norm": 1961631.5,
"learning_rate": 4.918300653594771e-05,
"loss": 0.1809,
"step": 275
},
{
"epoch": 3.370786516853933,
"grad_norm": 5652000.5,
"learning_rate": 4.8366013071895424e-05,
"loss": 0.1778,
"step": 300
},
{
"epoch": 3.6516853932584272,
"grad_norm": 1794376.5,
"learning_rate": 4.7549019607843135e-05,
"loss": 0.1861,
"step": 325
},
{
"epoch": 3.932584269662921,
"grad_norm": 1615815.75,
"learning_rate": 4.673202614379085e-05,
"loss": 0.1697,
"step": 350
},
{
"epoch": 4.0,
"eval_loss": 0.16323314607143402,
"eval_rmse": 0.4040212333202362,
"eval_runtime": 9.309,
"eval_samples_per_second": 107.423,
"eval_steps_per_second": 1.719,
"step": 356
},
{
"epoch": 4.213483146067416,
"grad_norm": 2846568.25,
"learning_rate": 4.5915032679738564e-05,
"loss": 0.1743,
"step": 375
},
{
"epoch": 4.49438202247191,
"grad_norm": 2384729.0,
"learning_rate": 4.5098039215686275e-05,
"loss": 0.1723,
"step": 400
},
{
"epoch": 4.775280898876405,
"grad_norm": 1569872.375,
"learning_rate": 4.4281045751633986e-05,
"loss": 0.1818,
"step": 425
},
{
"epoch": 5.0,
"eval_loss": 0.19486868381500244,
"eval_rmse": 0.44143933057785034,
"eval_runtime": 9.4254,
"eval_samples_per_second": 106.096,
"eval_steps_per_second": 1.698,
"step": 445
},
{
"epoch": 5.056179775280899,
"grad_norm": 343663.96875,
"learning_rate": 4.3464052287581704e-05,
"loss": 0.1845,
"step": 450
},
{
"epoch": 5.337078651685394,
"grad_norm": 1288543.625,
"learning_rate": 4.2647058823529415e-05,
"loss": 0.1941,
"step": 475
},
{
"epoch": 5.617977528089888,
"grad_norm": 4547344.0,
"learning_rate": 4.1830065359477126e-05,
"loss": 0.1685,
"step": 500
},
{
"epoch": 5.898876404494382,
"grad_norm": 185522.03125,
"learning_rate": 4.101307189542484e-05,
"loss": 0.1624,
"step": 525
},
{
"epoch": 6.0,
"eval_loss": 0.14749938249588013,
"eval_rmse": 0.3840564787387848,
"eval_runtime": 9.7128,
"eval_samples_per_second": 102.957,
"eval_steps_per_second": 1.647,
"step": 534
},
{
"epoch": 6.179775280898877,
"grad_norm": 2298808.25,
"learning_rate": 4.0196078431372555e-05,
"loss": 0.1578,
"step": 550
},
{
"epoch": 6.460674157303371,
"grad_norm": 1625852.375,
"learning_rate": 3.9379084967320266e-05,
"loss": 0.162,
"step": 575
},
{
"epoch": 6.741573033707866,
"grad_norm": 2281359.0,
"learning_rate": 3.8562091503267977e-05,
"loss": 0.1645,
"step": 600
},
{
"epoch": 7.0,
"eval_loss": 0.14835500717163086,
"eval_rmse": 0.38516879081726074,
"eval_runtime": 9.1497,
"eval_samples_per_second": 109.293,
"eval_steps_per_second": 1.749,
"step": 623
},
{
"epoch": 7.022471910112359,
"grad_norm": 673713.0625,
"learning_rate": 3.774509803921569e-05,
"loss": 0.1554,
"step": 625
},
{
"epoch": 7.303370786516854,
"grad_norm": 260786.171875,
"learning_rate": 3.6928104575163405e-05,
"loss": 0.1656,
"step": 650
},
{
"epoch": 7.584269662921348,
"grad_norm": 2860977.5,
"learning_rate": 3.611111111111111e-05,
"loss": 0.1642,
"step": 675
},
{
"epoch": 7.865168539325842,
"grad_norm": 1183203.125,
"learning_rate": 3.529411764705883e-05,
"loss": 0.1655,
"step": 700
},
{
"epoch": 8.0,
"eval_loss": 0.14708983898162842,
"eval_rmse": 0.3835229277610779,
"eval_runtime": 9.5185,
"eval_samples_per_second": 105.059,
"eval_steps_per_second": 1.681,
"step": 712
},
{
"epoch": 8.146067415730338,
"grad_norm": 2235303.5,
"learning_rate": 3.447712418300654e-05,
"loss": 0.1543,
"step": 725
},
{
"epoch": 8.426966292134832,
"grad_norm": 1311017.875,
"learning_rate": 3.366013071895425e-05,
"loss": 0.1507,
"step": 750
},
{
"epoch": 8.707865168539326,
"grad_norm": 1330708.25,
"learning_rate": 3.284313725490196e-05,
"loss": 0.1625,
"step": 775
},
{
"epoch": 8.98876404494382,
"grad_norm": 553780.625,
"learning_rate": 3.202614379084967e-05,
"loss": 0.1594,
"step": 800
},
{
"epoch": 9.0,
"eval_loss": 0.15354213118553162,
"eval_rmse": 0.3918445110321045,
"eval_runtime": 9.1616,
"eval_samples_per_second": 109.151,
"eval_steps_per_second": 1.746,
"step": 801
},
{
"epoch": 9.269662921348315,
"grad_norm": 208979.359375,
"learning_rate": 3.120915032679739e-05,
"loss": 0.1518,
"step": 825
},
{
"epoch": 9.55056179775281,
"grad_norm": 78840.34375,
"learning_rate": 3.0392156862745097e-05,
"loss": 0.1552,
"step": 850
},
{
"epoch": 9.831460674157304,
"grad_norm": 1873128.625,
"learning_rate": 2.957516339869281e-05,
"loss": 0.1513,
"step": 875
},
{
"epoch": 10.0,
"eval_loss": 0.1448940634727478,
"eval_rmse": 0.38064953684806824,
"eval_runtime": 9.364,
"eval_samples_per_second": 106.792,
"eval_steps_per_second": 1.709,
"step": 890
},
{
"epoch": 10.112359550561798,
"grad_norm": 1098680.625,
"learning_rate": 2.8758169934640522e-05,
"loss": 0.1551,
"step": 900
},
{
"epoch": 10.393258426966293,
"grad_norm": 1874154.875,
"learning_rate": 2.7941176470588236e-05,
"loss": 0.1516,
"step": 925
},
{
"epoch": 10.674157303370787,
"grad_norm": 53160.01953125,
"learning_rate": 2.7124183006535947e-05,
"loss": 0.1466,
"step": 950
},
{
"epoch": 10.955056179775282,
"grad_norm": 929561.25,
"learning_rate": 2.630718954248366e-05,
"loss": 0.1488,
"step": 975
},
{
"epoch": 11.0,
"eval_loss": 0.14547079801559448,
"eval_rmse": 0.38140633702278137,
"eval_runtime": 9.5104,
"eval_samples_per_second": 105.148,
"eval_steps_per_second": 1.682,
"step": 979
},
{
"epoch": 11.235955056179776,
"grad_norm": 1361347.875,
"learning_rate": 2.5490196078431373e-05,
"loss": 0.1457,
"step": 1000
},
{
"epoch": 11.51685393258427,
"grad_norm": 72723.1953125,
"learning_rate": 2.4673202614379087e-05,
"loss": 0.1508,
"step": 1025
},
{
"epoch": 11.797752808988765,
"grad_norm": 93677.0625,
"learning_rate": 2.38562091503268e-05,
"loss": 0.1507,
"step": 1050
},
{
"epoch": 12.0,
"eval_loss": 0.1535731852054596,
"eval_rmse": 0.3918841481208801,
"eval_runtime": 9.5233,
"eval_samples_per_second": 105.006,
"eval_steps_per_second": 1.68,
"step": 1068
},
{
"epoch": 12.07865168539326,
"grad_norm": 1383022.125,
"learning_rate": 2.303921568627451e-05,
"loss": 0.155,
"step": 1075
},
{
"epoch": 12.359550561797754,
"grad_norm": 1435498.5,
"learning_rate": 2.2222222222222223e-05,
"loss": 0.15,
"step": 1100
},
{
"epoch": 12.640449438202246,
"grad_norm": 256395.265625,
"learning_rate": 2.1405228758169934e-05,
"loss": 0.1465,
"step": 1125
},
{
"epoch": 12.921348314606742,
"grad_norm": 258689.03125,
"learning_rate": 2.058823529411765e-05,
"loss": 0.1522,
"step": 1150
},
{
"epoch": 13.0,
"eval_loss": 0.14494504034519196,
"eval_rmse": 0.380716472864151,
"eval_runtime": 9.1341,
"eval_samples_per_second": 109.48,
"eval_steps_per_second": 1.752,
"step": 1157
},
{
"epoch": 13.202247191011235,
"grad_norm": 1009406.375,
"learning_rate": 1.977124183006536e-05,
"loss": 0.1491,
"step": 1175
},
{
"epoch": 13.48314606741573,
"grad_norm": 720892.125,
"learning_rate": 1.895424836601307e-05,
"loss": 0.1502,
"step": 1200
},
{
"epoch": 13.764044943820224,
"grad_norm": 48925.546875,
"learning_rate": 1.8137254901960785e-05,
"loss": 0.1458,
"step": 1225
},
{
"epoch": 14.0,
"eval_loss": 0.14527221024036407,
"eval_rmse": 0.3811459243297577,
"eval_runtime": 9.7085,
"eval_samples_per_second": 103.003,
"eval_steps_per_second": 1.648,
"step": 1246
},
{
"epoch": 14.044943820224718,
"grad_norm": 421335.125,
"learning_rate": 1.7320261437908496e-05,
"loss": 0.1485,
"step": 1250
},
{
"epoch": 14.325842696629213,
"grad_norm": 375955.40625,
"learning_rate": 1.650326797385621e-05,
"loss": 0.1457,
"step": 1275
},
{
"epoch": 14.606741573033707,
"grad_norm": 624158.0,
"learning_rate": 1.568627450980392e-05,
"loss": 0.1498,
"step": 1300
},
{
"epoch": 14.887640449438202,
"grad_norm": 115186.8984375,
"learning_rate": 1.4869281045751634e-05,
"loss": 0.1506,
"step": 1325
},
{
"epoch": 15.0,
"eval_loss": 0.1455306112766266,
"eval_rmse": 0.3814847767353058,
"eval_runtime": 9.2528,
"eval_samples_per_second": 108.075,
"eval_steps_per_second": 1.729,
"step": 1335
},
{
"epoch": 15.168539325842696,
"grad_norm": 1805258.0,
"learning_rate": 1.4052287581699347e-05,
"loss": 0.1467,
"step": 1350
},
{
"epoch": 15.44943820224719,
"grad_norm": 520502.5625,
"learning_rate": 1.323529411764706e-05,
"loss": 0.1529,
"step": 1375
},
{
"epoch": 15.730337078651685,
"grad_norm": 2020412.75,
"learning_rate": 1.2418300653594772e-05,
"loss": 0.1505,
"step": 1400
},
{
"epoch": 16.0,
"eval_loss": 0.1451566517353058,
"eval_rmse": 0.3809943199157715,
"eval_runtime": 9.2736,
"eval_samples_per_second": 107.833,
"eval_steps_per_second": 1.725,
"step": 1424
},
{
"epoch": 16.01123595505618,
"grad_norm": 252456.1875,
"learning_rate": 1.1601307189542485e-05,
"loss": 0.1481,
"step": 1425
},
{
"epoch": 16.292134831460675,
"grad_norm": 267339.03125,
"learning_rate": 1.0784313725490197e-05,
"loss": 0.1464,
"step": 1450
},
{
"epoch": 16.573033707865168,
"grad_norm": 482848.15625,
"learning_rate": 9.96732026143791e-06,
"loss": 0.1482,
"step": 1475
},
{
"epoch": 16.853932584269664,
"grad_norm": 297641.71875,
"learning_rate": 9.150326797385621e-06,
"loss": 0.1463,
"step": 1500
},
{
"epoch": 17.0,
"eval_loss": 0.1449102759361267,
"eval_rmse": 0.38067084550857544,
"eval_runtime": 9.457,
"eval_samples_per_second": 105.742,
"eval_steps_per_second": 1.692,
"step": 1513
},
{
"epoch": 17.134831460674157,
"grad_norm": 353910.8125,
"learning_rate": 8.333333333333334e-06,
"loss": 0.1481,
"step": 1525
},
{
"epoch": 17.415730337078653,
"grad_norm": 847917.6875,
"learning_rate": 7.5163398692810456e-06,
"loss": 0.1494,
"step": 1550
},
{
"epoch": 17.696629213483146,
"grad_norm": 197619.375,
"learning_rate": 6.699346405228758e-06,
"loss": 0.145,
"step": 1575
},
{
"epoch": 17.97752808988764,
"grad_norm": 934886.75,
"learning_rate": 5.882352941176471e-06,
"loss": 0.1463,
"step": 1600
},
{
"epoch": 18.0,
"eval_loss": 0.14487937092781067,
"eval_rmse": 0.380630224943161,
"eval_runtime": 9.2621,
"eval_samples_per_second": 107.967,
"eval_steps_per_second": 1.727,
"step": 1602
},
{
"epoch": 18.258426966292134,
"grad_norm": 178175.765625,
"learning_rate": 5.065359477124184e-06,
"loss": 0.1456,
"step": 1625
},
{
"epoch": 18.53932584269663,
"grad_norm": 282639.03125,
"learning_rate": 4.2483660130718954e-06,
"loss": 0.145,
"step": 1650
},
{
"epoch": 18.820224719101123,
"grad_norm": 338323.84375,
"learning_rate": 3.431372549019608e-06,
"loss": 0.1494,
"step": 1675
},
{
"epoch": 19.0,
"eval_loss": 0.1456519514322281,
"eval_rmse": 0.38164374232292175,
"eval_runtime": 9.5216,
"eval_samples_per_second": 105.024,
"eval_steps_per_second": 1.68,
"step": 1691
},
{
"epoch": 19.10112359550562,
"grad_norm": 340422.8125,
"learning_rate": 2.6143790849673204e-06,
"loss": 0.147,
"step": 1700
},
{
"epoch": 19.382022471910112,
"grad_norm": 366319.65625,
"learning_rate": 1.7973856209150326e-06,
"loss": 0.1471,
"step": 1725
},
{
"epoch": 19.662921348314608,
"grad_norm": 642705.4375,
"learning_rate": 9.80392156862745e-07,
"loss": 0.1467,
"step": 1750
},
{
"epoch": 19.9438202247191,
"grad_norm": 455884.28125,
"learning_rate": 1.6339869281045752e-07,
"loss": 0.1454,
"step": 1775
},
{
"epoch": 20.0,
"eval_loss": 0.14513316750526428,
"eval_rmse": 0.3809635043144226,
"eval_runtime": 9.5919,
"eval_samples_per_second": 104.254,
"eval_steps_per_second": 1.668,
"step": 1780
},
{
"epoch": 20.0,
"step": 1780,
"total_flos": 0.0,
"train_loss": 0.16350786438149012,
"train_runtime": 3277.5098,
"train_samples_per_second": 34.551,
"train_steps_per_second": 0.543
}
],
"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
}