{ "best_global_step": 24000, "best_metric": 0.15508916974067688, "best_model_checkpoint": "./patchtst_tsmixup_final/checkpoint-24000", "epoch": 2.285292577250869, "eval_steps": 1000, "global_step": 24000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.004761224586963767, "grad_norm": 2.066147804260254, "learning_rate": 4.9000000000000005e-06, "loss": 0.5158, "step": 50 }, { "epoch": 0.009522449173927534, "grad_norm": 1.1728284358978271, "learning_rate": 9.900000000000002e-06, "loss": 0.4068, "step": 100 }, { "epoch": 0.014283673760891302, "grad_norm": 1.0786150693893433, "learning_rate": 1.49e-05, "loss": 0.3107, "step": 150 }, { "epoch": 0.01904489834785507, "grad_norm": 1.0987305641174316, "learning_rate": 1.9900000000000003e-05, "loss": 0.2444, "step": 200 }, { "epoch": 0.023806122934818836, "grad_norm": 0.9221014976501465, "learning_rate": 2.4900000000000002e-05, "loss": 0.2106, "step": 250 }, { "epoch": 0.028567347521782603, "grad_norm": 1.1374775171279907, "learning_rate": 2.9900000000000002e-05, "loss": 0.1931, "step": 300 }, { "epoch": 0.03332857210874637, "grad_norm": 1.2504770755767822, "learning_rate": 3.49e-05, "loss": 0.1971, "step": 350 }, { "epoch": 0.03808979669571014, "grad_norm": 0.8367598056793213, "learning_rate": 3.99e-05, "loss": 0.1918, "step": 400 }, { "epoch": 0.0428510212826739, "grad_norm": 0.9541486501693726, "learning_rate": 4.49e-05, "loss": 0.192, "step": 450 }, { "epoch": 0.04761224586963767, "grad_norm": 0.9134742021560669, "learning_rate": 4.99e-05, "loss": 0.1875, "step": 500 }, { "epoch": 0.052373470456601436, "grad_norm": 2.1370866298675537, "learning_rate": 5.4900000000000006e-05, "loss": 0.19, "step": 550 }, { "epoch": 0.057134695043565206, "grad_norm": 1.8110992908477783, "learning_rate": 5.99e-05, "loss": 0.1902, "step": 600 }, { "epoch": 0.06189591963052897, "grad_norm": 0.8074783682823181, "learning_rate": 6.49e-05, "loss": 0.1867, "step": 650 }, { "epoch": 0.06665714421749273, "grad_norm": 1.8686498403549194, "learning_rate": 6.99e-05, "loss": 0.1839, "step": 700 }, { "epoch": 0.07141836880445651, "grad_norm": 0.9226100444793701, "learning_rate": 7.49e-05, "loss": 0.1832, "step": 750 }, { "epoch": 0.07617959339142027, "grad_norm": 1.0714315176010132, "learning_rate": 7.99e-05, "loss": 0.1862, "step": 800 }, { "epoch": 0.08094081797838404, "grad_norm": 0.7746614813804626, "learning_rate": 8.49e-05, "loss": 0.1836, "step": 850 }, { "epoch": 0.0857020425653478, "grad_norm": 0.8154539465904236, "learning_rate": 8.99e-05, "loss": 0.1863, "step": 900 }, { "epoch": 0.09046326715231158, "grad_norm": 0.7890446186065674, "learning_rate": 9.49e-05, "loss": 0.1865, "step": 950 }, { "epoch": 0.09522449173927534, "grad_norm": 0.9673619270324707, "learning_rate": 9.99e-05, "loss": 0.1797, "step": 1000 }, { "epoch": 0.09522449173927534, "eval_loss": 0.17560431361198425, "eval_mae": 0.7397370934486389, "eval_mse": 447.359619140625, "eval_rmse": 21.15087750285139, "eval_runtime": 58.709, "eval_samples_per_second": 10175.863, "eval_smape": 90.89710712432861, "eval_steps_per_second": 19.878, "step": 1000 }, { "epoch": 0.09998571632623911, "grad_norm": 0.8122360110282898, "learning_rate": 9.999532932990182e-05, "loss": 0.1813, "step": 1050 }, { "epoch": 0.10474694091320287, "grad_norm": 1.058344841003418, "learning_rate": 9.999056334000573e-05, "loss": 0.1797, "step": 1100 }, { "epoch": 0.10950816550016665, "grad_norm": 0.9517110586166382, "learning_rate": 9.998579735010962e-05, "loss": 0.1816, "step": 1150 }, { "epoch": 0.11426939008713041, "grad_norm": 1.0868945121765137, "learning_rate": 9.998103136021352e-05, "loss": 0.1786, "step": 1200 }, { "epoch": 0.11903061467409418, "grad_norm": 1.1176084280014038, "learning_rate": 9.997626537031743e-05, "loss": 0.1766, "step": 1250 }, { "epoch": 0.12379183926105794, "grad_norm": 1.489853858947754, "learning_rate": 9.997149938042131e-05, "loss": 0.1763, "step": 1300 }, { "epoch": 0.1285530638480217, "grad_norm": 1.1758699417114258, "learning_rate": 9.996673339052521e-05, "loss": 0.1808, "step": 1350 }, { "epoch": 0.13331428843498547, "grad_norm": 1.3600101470947266, "learning_rate": 9.996196740062911e-05, "loss": 0.177, "step": 1400 }, { "epoch": 0.13807551302194926, "grad_norm": 0.7045785784721375, "learning_rate": 9.995720141073301e-05, "loss": 0.1781, "step": 1450 }, { "epoch": 0.14283673760891302, "grad_norm": 1.386483907699585, "learning_rate": 9.995243542083691e-05, "loss": 0.1773, "step": 1500 }, { "epoch": 0.1475979621958768, "grad_norm": 1.3609524965286255, "learning_rate": 9.994766943094081e-05, "loss": 0.1777, "step": 1550 }, { "epoch": 0.15235918678284055, "grad_norm": 0.7538266777992249, "learning_rate": 9.994290344104471e-05, "loss": 0.1771, "step": 1600 }, { "epoch": 0.1571204113698043, "grad_norm": 0.6669739484786987, "learning_rate": 9.993813745114861e-05, "loss": 0.1757, "step": 1650 }, { "epoch": 0.16188163595676808, "grad_norm": 1.321413278579712, "learning_rate": 9.993337146125251e-05, "loss": 0.1729, "step": 1700 }, { "epoch": 0.16664286054373184, "grad_norm": 0.7625342011451721, "learning_rate": 9.992860547135641e-05, "loss": 0.1744, "step": 1750 }, { "epoch": 0.1714040851306956, "grad_norm": 1.4134427309036255, "learning_rate": 9.99238394814603e-05, "loss": 0.1726, "step": 1800 }, { "epoch": 0.17616530971765937, "grad_norm": 0.8000154495239258, "learning_rate": 9.991907349156421e-05, "loss": 0.175, "step": 1850 }, { "epoch": 0.18092653430462316, "grad_norm": 0.8776112198829651, "learning_rate": 9.99143075016681e-05, "loss": 0.1742, "step": 1900 }, { "epoch": 0.18568775889158692, "grad_norm": 0.9763234853744507, "learning_rate": 9.9909541511772e-05, "loss": 0.1753, "step": 1950 }, { "epoch": 0.1904489834785507, "grad_norm": 0.6149079203605652, "learning_rate": 9.99047755218759e-05, "loss": 0.1709, "step": 2000 }, { "epoch": 0.1904489834785507, "eval_loss": 0.1690738946199417, "eval_mae": 0.7152817249298096, "eval_mse": 425.0924072265625, "eval_rmse": 20.617769210721185, "eval_runtime": 60.02, "eval_samples_per_second": 9953.597, "eval_smape": 112.30494976043701, "eval_steps_per_second": 19.444, "step": 2000 }, { "epoch": 0.19521020806551445, "grad_norm": 0.8438695669174194, "learning_rate": 9.99000095319798e-05, "loss": 0.1753, "step": 2050 }, { "epoch": 0.19997143265247821, "grad_norm": 0.8969755172729492, "learning_rate": 9.98952435420837e-05, "loss": 0.1745, "step": 2100 }, { "epoch": 0.20473265723944198, "grad_norm": 0.9189475178718567, "learning_rate": 9.98904775521876e-05, "loss": 0.1709, "step": 2150 }, { "epoch": 0.20949388182640574, "grad_norm": 0.8711380362510681, "learning_rate": 9.98857115622915e-05, "loss": 0.1692, "step": 2200 }, { "epoch": 0.2142551064133695, "grad_norm": 0.7816225290298462, "learning_rate": 9.98809455723954e-05, "loss": 0.1709, "step": 2250 }, { "epoch": 0.2190163310003333, "grad_norm": 0.6408753395080566, "learning_rate": 9.987617958249928e-05, "loss": 0.1707, "step": 2300 }, { "epoch": 0.22377755558729706, "grad_norm": 0.7021253705024719, "learning_rate": 9.987141359260319e-05, "loss": 0.1739, "step": 2350 }, { "epoch": 0.22853878017426082, "grad_norm": 0.9026205539703369, "learning_rate": 9.986664760270709e-05, "loss": 0.1705, "step": 2400 }, { "epoch": 0.2333000047612246, "grad_norm": 0.6956352591514587, "learning_rate": 9.986188161281098e-05, "loss": 0.1705, "step": 2450 }, { "epoch": 0.23806122934818835, "grad_norm": 0.7024583220481873, "learning_rate": 9.985711562291489e-05, "loss": 0.1718, "step": 2500 }, { "epoch": 0.24282245393515212, "grad_norm": 0.6184080839157104, "learning_rate": 9.985234963301878e-05, "loss": 0.1697, "step": 2550 }, { "epoch": 0.24758367852211588, "grad_norm": 0.9684680700302124, "learning_rate": 9.984758364312268e-05, "loss": 0.1696, "step": 2600 }, { "epoch": 0.25234490310907964, "grad_norm": 0.8625733852386475, "learning_rate": 9.984281765322659e-05, "loss": 0.1731, "step": 2650 }, { "epoch": 0.2571061276960434, "grad_norm": 0.6156722903251648, "learning_rate": 9.983805166333048e-05, "loss": 0.1731, "step": 2700 }, { "epoch": 0.26186735228300717, "grad_norm": 0.7371954917907715, "learning_rate": 9.983328567343438e-05, "loss": 0.173, "step": 2750 }, { "epoch": 0.26662857686997093, "grad_norm": 0.658812940120697, "learning_rate": 9.982851968353828e-05, "loss": 0.1691, "step": 2800 }, { "epoch": 0.2713898014569347, "grad_norm": 0.8242245316505432, "learning_rate": 9.982375369364217e-05, "loss": 0.1715, "step": 2850 }, { "epoch": 0.2761510260438985, "grad_norm": 0.6063680052757263, "learning_rate": 9.981898770374607e-05, "loss": 0.1722, "step": 2900 }, { "epoch": 0.2809122506308623, "grad_norm": 0.7695409655570984, "learning_rate": 9.981422171384997e-05, "loss": 0.1712, "step": 2950 }, { "epoch": 0.28567347521782605, "grad_norm": 0.665675163269043, "learning_rate": 9.980945572395387e-05, "loss": 0.1722, "step": 3000 }, { "epoch": 0.28567347521782605, "eval_loss": 0.16621138155460358, "eval_mae": 0.7008960247039795, "eval_mse": 516.21533203125, "eval_rmse": 22.72037262087156, "eval_runtime": 62.5998, "eval_samples_per_second": 9543.397, "eval_smape": 89.52359557151794, "eval_steps_per_second": 18.642, "step": 3000 }, { "epoch": 0.2904346998047898, "grad_norm": 0.7732612490653992, "learning_rate": 9.980468973405776e-05, "loss": 0.1708, "step": 3050 }, { "epoch": 0.2951959243917536, "grad_norm": 1.0461828708648682, "learning_rate": 9.979992374416167e-05, "loss": 0.1692, "step": 3100 }, { "epoch": 0.29995714897871734, "grad_norm": 0.6057863831520081, "learning_rate": 9.979515775426557e-05, "loss": 0.1681, "step": 3150 }, { "epoch": 0.3047183735656811, "grad_norm": 0.5380491018295288, "learning_rate": 9.979039176436946e-05, "loss": 0.1687, "step": 3200 }, { "epoch": 0.30947959815264486, "grad_norm": 0.7164149284362793, "learning_rate": 9.978562577447337e-05, "loss": 0.1678, "step": 3250 }, { "epoch": 0.3142408227396086, "grad_norm": 0.9223781228065491, "learning_rate": 9.978085978457726e-05, "loss": 0.1698, "step": 3300 }, { "epoch": 0.3190020473265724, "grad_norm": 0.645452082157135, "learning_rate": 9.977609379468116e-05, "loss": 0.17, "step": 3350 }, { "epoch": 0.32376327191353615, "grad_norm": 0.6378370523452759, "learning_rate": 9.977132780478507e-05, "loss": 0.1673, "step": 3400 }, { "epoch": 0.3285244965004999, "grad_norm": 0.511216402053833, "learning_rate": 9.976656181488896e-05, "loss": 0.1678, "step": 3450 }, { "epoch": 0.3332857210874637, "grad_norm": 0.64838707447052, "learning_rate": 9.976179582499286e-05, "loss": 0.1675, "step": 3500 }, { "epoch": 0.33804694567442745, "grad_norm": 0.6467918753623962, "learning_rate": 9.975702983509676e-05, "loss": 0.1699, "step": 3550 }, { "epoch": 0.3428081702613912, "grad_norm": 0.6198284029960632, "learning_rate": 9.975226384520065e-05, "loss": 0.169, "step": 3600 }, { "epoch": 0.347569394848355, "grad_norm": 0.6328741312026978, "learning_rate": 9.974749785530455e-05, "loss": 0.1685, "step": 3650 }, { "epoch": 0.35233061943531874, "grad_norm": 0.8264518976211548, "learning_rate": 9.974273186540844e-05, "loss": 0.1731, "step": 3700 }, { "epoch": 0.35709184402228256, "grad_norm": 0.7238495945930481, "learning_rate": 9.973796587551235e-05, "loss": 0.1674, "step": 3750 }, { "epoch": 0.3618530686092463, "grad_norm": 0.6243422031402588, "learning_rate": 9.973319988561624e-05, "loss": 0.1699, "step": 3800 }, { "epoch": 0.3666142931962101, "grad_norm": 0.76638263463974, "learning_rate": 9.972843389572014e-05, "loss": 0.1707, "step": 3850 }, { "epoch": 0.37137551778317385, "grad_norm": 0.5346329212188721, "learning_rate": 9.972366790582405e-05, "loss": 0.1669, "step": 3900 }, { "epoch": 0.3761367423701376, "grad_norm": 0.6198967695236206, "learning_rate": 9.971890191592794e-05, "loss": 0.1663, "step": 3950 }, { "epoch": 0.3808979669571014, "grad_norm": 0.936530590057373, "learning_rate": 9.971413592603184e-05, "loss": 0.1694, "step": 4000 }, { "epoch": 0.3808979669571014, "eval_loss": 0.16426624357700348, "eval_mae": 0.6708112359046936, "eval_mse": 321.2046813964844, "eval_rmse": 17.922184057655596, "eval_runtime": 59.1224, "eval_samples_per_second": 10104.719, "eval_smape": 93.0514931678772, "eval_steps_per_second": 19.739, "step": 4000 }, { "epoch": 0.38565919154406514, "grad_norm": 0.5151750445365906, "learning_rate": 9.970936993613574e-05, "loss": 0.1676, "step": 4050 }, { "epoch": 0.3904204161310289, "grad_norm": 0.8430535793304443, "learning_rate": 9.970460394623964e-05, "loss": 0.1699, "step": 4100 }, { "epoch": 0.39518164071799267, "grad_norm": 0.7711997628211975, "learning_rate": 9.969983795634354e-05, "loss": 0.1664, "step": 4150 }, { "epoch": 0.39994286530495643, "grad_norm": 0.5547206401824951, "learning_rate": 9.969507196644744e-05, "loss": 0.1679, "step": 4200 }, { "epoch": 0.4047040898919202, "grad_norm": 0.7514538764953613, "learning_rate": 9.969030597655134e-05, "loss": 0.1685, "step": 4250 }, { "epoch": 0.40946531447888396, "grad_norm": 0.6667706370353699, "learning_rate": 9.968553998665524e-05, "loss": 0.1691, "step": 4300 }, { "epoch": 0.4142265390658477, "grad_norm": 0.5886721611022949, "learning_rate": 9.968077399675914e-05, "loss": 0.1649, "step": 4350 }, { "epoch": 0.4189877636528115, "grad_norm": 0.5160133838653564, "learning_rate": 9.967600800686303e-05, "loss": 0.1673, "step": 4400 }, { "epoch": 0.42374898823977525, "grad_norm": 0.6817535758018494, "learning_rate": 9.967124201696692e-05, "loss": 0.1687, "step": 4450 }, { "epoch": 0.428510212826739, "grad_norm": 0.5424938201904297, "learning_rate": 9.966647602707083e-05, "loss": 0.1687, "step": 4500 }, { "epoch": 0.43327143741370283, "grad_norm": 0.483815461397171, "learning_rate": 9.966171003717473e-05, "loss": 0.1673, "step": 4550 }, { "epoch": 0.4380326620006666, "grad_norm": 0.555853009223938, "learning_rate": 9.965694404727862e-05, "loss": 0.1667, "step": 4600 }, { "epoch": 0.44279388658763036, "grad_norm": 0.45629894733428955, "learning_rate": 9.965217805738253e-05, "loss": 0.1678, "step": 4650 }, { "epoch": 0.4475551111745941, "grad_norm": 0.47480854392051697, "learning_rate": 9.964741206748642e-05, "loss": 0.1651, "step": 4700 }, { "epoch": 0.4523163357615579, "grad_norm": 0.5411455631256104, "learning_rate": 9.964264607759032e-05, "loss": 0.168, "step": 4750 }, { "epoch": 0.45707756034852165, "grad_norm": 0.7176097631454468, "learning_rate": 9.963788008769422e-05, "loss": 0.1654, "step": 4800 }, { "epoch": 0.4618387849354854, "grad_norm": 0.7010710835456848, "learning_rate": 9.963311409779812e-05, "loss": 0.165, "step": 4850 }, { "epoch": 0.4666000095224492, "grad_norm": 0.5730286240577698, "learning_rate": 9.962834810790202e-05, "loss": 0.1654, "step": 4900 }, { "epoch": 0.47136123410941294, "grad_norm": 0.532320499420166, "learning_rate": 9.96235821180059e-05, "loss": 0.1665, "step": 4950 }, { "epoch": 0.4761224586963767, "grad_norm": 0.5974966883659363, "learning_rate": 9.961881612810982e-05, "loss": 0.1648, "step": 5000 }, { "epoch": 0.4761224586963767, "eval_loss": 0.16261516511440277, "eval_mae": 0.6730566620826721, "eval_mse": 350.6869812011719, "eval_rmse": 18.726638278163325, "eval_runtime": 61.1422, "eval_samples_per_second": 9770.909, "eval_smape": 94.07484531402588, "eval_steps_per_second": 19.087, "step": 5000 }, { "epoch": 0.48088368328334047, "grad_norm": 0.6836587190628052, "learning_rate": 9.961405013821372e-05, "loss": 0.164, "step": 5050 }, { "epoch": 0.48564490787030423, "grad_norm": 0.6935145854949951, "learning_rate": 9.96092841483176e-05, "loss": 0.1656, "step": 5100 }, { "epoch": 0.490406132457268, "grad_norm": 0.5300805568695068, "learning_rate": 9.960451815842151e-05, "loss": 0.1661, "step": 5150 }, { "epoch": 0.49516735704423176, "grad_norm": 0.6059597134590149, "learning_rate": 9.95997521685254e-05, "loss": 0.1665, "step": 5200 }, { "epoch": 0.4999285816311955, "grad_norm": 0.6202102303504944, "learning_rate": 9.95949861786293e-05, "loss": 0.1667, "step": 5250 }, { "epoch": 0.5046898062181593, "grad_norm": 0.6857314705848694, "learning_rate": 9.959022018873321e-05, "loss": 0.1648, "step": 5300 }, { "epoch": 0.5094510308051231, "grad_norm": 0.5026215314865112, "learning_rate": 9.95854541988371e-05, "loss": 0.1656, "step": 5350 }, { "epoch": 0.5142122553920868, "grad_norm": 0.8072870969772339, "learning_rate": 9.9580688208941e-05, "loss": 0.1637, "step": 5400 }, { "epoch": 0.5189734799790506, "grad_norm": 0.5563872456550598, "learning_rate": 9.95759222190449e-05, "loss": 0.1665, "step": 5450 }, { "epoch": 0.5237347045660143, "grad_norm": 0.4486568868160248, "learning_rate": 9.95711562291488e-05, "loss": 0.1665, "step": 5500 }, { "epoch": 0.5284959291529782, "grad_norm": 0.5072858929634094, "learning_rate": 9.95663902392527e-05, "loss": 0.1671, "step": 5550 }, { "epoch": 0.5332571537399419, "grad_norm": 0.4768078327178955, "learning_rate": 9.95616242493566e-05, "loss": 0.165, "step": 5600 }, { "epoch": 0.5380183783269057, "grad_norm": 0.5484294891357422, "learning_rate": 9.95568582594605e-05, "loss": 0.1615, "step": 5650 }, { "epoch": 0.5427796029138694, "grad_norm": 0.5098631978034973, "learning_rate": 9.955209226956438e-05, "loss": 0.1663, "step": 5700 }, { "epoch": 0.5475408275008332, "grad_norm": 0.5663777589797974, "learning_rate": 9.95473262796683e-05, "loss": 0.1653, "step": 5750 }, { "epoch": 0.552302052087797, "grad_norm": 0.5557841658592224, "learning_rate": 9.95425602897722e-05, "loss": 0.163, "step": 5800 }, { "epoch": 0.5570632766747607, "grad_norm": 0.545656144618988, "learning_rate": 9.953779429987608e-05, "loss": 0.1619, "step": 5850 }, { "epoch": 0.5618245012617246, "grad_norm": 0.6774228811264038, "learning_rate": 9.953302830998e-05, "loss": 0.1649, "step": 5900 }, { "epoch": 0.5665857258486883, "grad_norm": 0.4831783175468445, "learning_rate": 9.952826232008388e-05, "loss": 0.1626, "step": 5950 }, { "epoch": 0.5713469504356521, "grad_norm": 0.46657130122184753, "learning_rate": 9.952349633018778e-05, "loss": 0.1672, "step": 6000 }, { "epoch": 0.5713469504356521, "eval_loss": 0.16118212044239044, "eval_mae": 0.6796970963478088, "eval_mse": 370.8824768066406, "eval_rmse": 19.25830929252723, "eval_runtime": 58.3327, "eval_samples_per_second": 10241.503, "eval_smape": 84.66194272041321, "eval_steps_per_second": 20.006, "step": 6000 }, { "epoch": 0.5761081750226158, "grad_norm": 0.5452147126197815, "learning_rate": 9.95187303402917e-05, "loss": 0.1645, "step": 6050 }, { "epoch": 0.5808693996095796, "grad_norm": 0.6225939989089966, "learning_rate": 9.951396435039558e-05, "loss": 0.1629, "step": 6100 }, { "epoch": 0.5856306241965433, "grad_norm": 0.618532121181488, "learning_rate": 9.950919836049948e-05, "loss": 0.1638, "step": 6150 }, { "epoch": 0.5903918487835071, "grad_norm": 0.6065341830253601, "learning_rate": 9.950443237060338e-05, "loss": 0.1672, "step": 6200 }, { "epoch": 0.5951530733704709, "grad_norm": 0.7495716214179993, "learning_rate": 9.949966638070728e-05, "loss": 0.1648, "step": 6250 }, { "epoch": 0.5999142979574347, "grad_norm": 0.6554955244064331, "learning_rate": 9.949490039081118e-05, "loss": 0.1654, "step": 6300 }, { "epoch": 0.6046755225443984, "grad_norm": 0.5830172300338745, "learning_rate": 9.949013440091506e-05, "loss": 0.1629, "step": 6350 }, { "epoch": 0.6094367471313622, "grad_norm": 0.5021042823791504, "learning_rate": 9.948536841101898e-05, "loss": 0.1622, "step": 6400 }, { "epoch": 0.6141979717183259, "grad_norm": 0.47169509530067444, "learning_rate": 9.948060242112288e-05, "loss": 0.1632, "step": 6450 }, { "epoch": 0.6189591963052897, "grad_norm": 0.7609395980834961, "learning_rate": 9.947583643122676e-05, "loss": 0.1641, "step": 6500 }, { "epoch": 0.6237204208922534, "grad_norm": 0.5191305875778198, "learning_rate": 9.947107044133068e-05, "loss": 0.1672, "step": 6550 }, { "epoch": 0.6284816454792173, "grad_norm": 0.5454711318016052, "learning_rate": 9.946630445143456e-05, "loss": 0.1648, "step": 6600 }, { "epoch": 0.6332428700661811, "grad_norm": 0.49112918972969055, "learning_rate": 9.946153846153846e-05, "loss": 0.1648, "step": 6650 }, { "epoch": 0.6380040946531448, "grad_norm": 0.4859708249568939, "learning_rate": 9.945677247164236e-05, "loss": 0.1652, "step": 6700 }, { "epoch": 0.6427653192401086, "grad_norm": 0.506971001625061, "learning_rate": 9.945200648174626e-05, "loss": 0.1623, "step": 6750 }, { "epoch": 0.6475265438270723, "grad_norm": 0.5732383131980896, "learning_rate": 9.944724049185016e-05, "loss": 0.1657, "step": 6800 }, { "epoch": 0.6522877684140361, "grad_norm": 0.548362672328949, "learning_rate": 9.944247450195406e-05, "loss": 0.1628, "step": 6850 }, { "epoch": 0.6570489930009998, "grad_norm": 0.5271615982055664, "learning_rate": 9.943770851205796e-05, "loss": 0.1627, "step": 6900 }, { "epoch": 0.6618102175879637, "grad_norm": 0.7555857300758362, "learning_rate": 9.943294252216186e-05, "loss": 0.1635, "step": 6950 }, { "epoch": 0.6665714421749274, "grad_norm": 0.5426679849624634, "learning_rate": 9.942817653226576e-05, "loss": 0.1623, "step": 7000 }, { "epoch": 0.6665714421749274, "eval_loss": 0.1605178564786911, "eval_mae": 0.6715303063392639, "eval_mse": 400.0790100097656, "eval_rmse": 20.001975152713435, "eval_runtime": 61.0562, "eval_samples_per_second": 9784.671, "eval_smape": 89.75983262062073, "eval_steps_per_second": 19.114, "step": 7000 }, { "epoch": 0.6713326667618912, "grad_norm": 0.5322990417480469, "learning_rate": 9.942341054236966e-05, "loss": 0.1625, "step": 7050 }, { "epoch": 0.6760938913488549, "grad_norm": 0.6016077995300293, "learning_rate": 9.941864455247354e-05, "loss": 0.1647, "step": 7100 }, { "epoch": 0.6808551159358187, "grad_norm": 0.5076338648796082, "learning_rate": 9.941387856257746e-05, "loss": 0.1618, "step": 7150 }, { "epoch": 0.6856163405227824, "grad_norm": 0.5658571124076843, "learning_rate": 9.940911257268136e-05, "loss": 0.1662, "step": 7200 }, { "epoch": 0.6903775651097462, "grad_norm": 0.6107982993125916, "learning_rate": 9.940434658278524e-05, "loss": 0.1608, "step": 7250 }, { "epoch": 0.69513878969671, "grad_norm": 0.4623304307460785, "learning_rate": 9.939958059288916e-05, "loss": 0.1635, "step": 7300 }, { "epoch": 0.6999000142836738, "grad_norm": 0.6437474489212036, "learning_rate": 9.939481460299304e-05, "loss": 0.1606, "step": 7350 }, { "epoch": 0.7046612388706375, "grad_norm": 0.6315158605575562, "learning_rate": 9.939004861309694e-05, "loss": 0.1615, "step": 7400 }, { "epoch": 0.7094224634576013, "grad_norm": 0.6503571271896362, "learning_rate": 9.938528262320085e-05, "loss": 0.1619, "step": 7450 }, { "epoch": 0.7141836880445651, "grad_norm": 0.46252092719078064, "learning_rate": 9.938051663330474e-05, "loss": 0.1625, "step": 7500 }, { "epoch": 0.7189449126315288, "grad_norm": 0.5186336636543274, "learning_rate": 9.937575064340864e-05, "loss": 0.1628, "step": 7550 }, { "epoch": 0.7237061372184926, "grad_norm": 0.5236070156097412, "learning_rate": 9.937098465351254e-05, "loss": 0.1624, "step": 7600 }, { "epoch": 0.7284673618054563, "grad_norm": 0.4777911901473999, "learning_rate": 9.936621866361644e-05, "loss": 0.1625, "step": 7650 }, { "epoch": 0.7332285863924202, "grad_norm": 0.5092161297798157, "learning_rate": 9.936145267372034e-05, "loss": 0.163, "step": 7700 }, { "epoch": 0.7379898109793839, "grad_norm": 0.5161564350128174, "learning_rate": 9.935668668382424e-05, "loss": 0.1615, "step": 7750 }, { "epoch": 0.7427510355663477, "grad_norm": 0.48548147082328796, "learning_rate": 9.935192069392814e-05, "loss": 0.1592, "step": 7800 }, { "epoch": 0.7475122601533114, "grad_norm": 0.6095620393753052, "learning_rate": 9.934715470403202e-05, "loss": 0.1613, "step": 7850 }, { "epoch": 0.7522734847402752, "grad_norm": 0.49965670704841614, "learning_rate": 9.934238871413592e-05, "loss": 0.163, "step": 7900 }, { "epoch": 0.7570347093272389, "grad_norm": 0.5934204459190369, "learning_rate": 9.933762272423984e-05, "loss": 0.1638, "step": 7950 }, { "epoch": 0.7617959339142027, "grad_norm": 0.6522780060768127, "learning_rate": 9.933285673434372e-05, "loss": 0.1638, "step": 8000 }, { "epoch": 0.7617959339142027, "eval_loss": 0.16129492223262787, "eval_mae": 0.6771246194839478, "eval_mse": 387.6971435546875, "eval_rmse": 19.69002649959333, "eval_runtime": 57.6529, "eval_samples_per_second": 10362.273, "eval_smape": 122.37988710403442, "eval_steps_per_second": 20.242, "step": 8000 }, { "epoch": 0.7665571585011665, "grad_norm": 0.47631314396858215, "learning_rate": 9.932809074444762e-05, "loss": 0.1594, "step": 8050 }, { "epoch": 0.7713183830881303, "grad_norm": 0.4288536310195923, "learning_rate": 9.932332475455152e-05, "loss": 0.1627, "step": 8100 }, { "epoch": 0.776079607675094, "grad_norm": 0.4548576772212982, "learning_rate": 9.931855876465542e-05, "loss": 0.1638, "step": 8150 }, { "epoch": 0.7808408322620578, "grad_norm": 0.5950626730918884, "learning_rate": 9.931379277475932e-05, "loss": 0.1646, "step": 8200 }, { "epoch": 0.7856020568490216, "grad_norm": 0.5772454738616943, "learning_rate": 9.930902678486322e-05, "loss": 0.1629, "step": 8250 }, { "epoch": 0.7903632814359853, "grad_norm": 0.5833305716514587, "learning_rate": 9.930426079496712e-05, "loss": 0.1635, "step": 8300 }, { "epoch": 0.7951245060229492, "grad_norm": 0.4767976701259613, "learning_rate": 9.929949480507102e-05, "loss": 0.1621, "step": 8350 }, { "epoch": 0.7998857306099129, "grad_norm": 0.586681604385376, "learning_rate": 9.929472881517492e-05, "loss": 0.1633, "step": 8400 }, { "epoch": 0.8046469551968767, "grad_norm": 0.46445733308792114, "learning_rate": 9.928996282527882e-05, "loss": 0.1621, "step": 8450 }, { "epoch": 0.8094081797838404, "grad_norm": 0.4659370183944702, "learning_rate": 9.92851968353827e-05, "loss": 0.1644, "step": 8500 }, { "epoch": 0.8141694043708042, "grad_norm": 0.48823997378349304, "learning_rate": 9.928043084548662e-05, "loss": 0.1654, "step": 8550 }, { "epoch": 0.8189306289577679, "grad_norm": 0.5804855823516846, "learning_rate": 9.92756648555905e-05, "loss": 0.1624, "step": 8600 }, { "epoch": 0.8236918535447317, "grad_norm": 0.4181581139564514, "learning_rate": 9.92708988656944e-05, "loss": 0.1593, "step": 8650 }, { "epoch": 0.8284530781316954, "grad_norm": 0.6322731971740723, "learning_rate": 9.926613287579832e-05, "loss": 0.1628, "step": 8700 }, { "epoch": 0.8332143027186593, "grad_norm": 0.39184707403182983, "learning_rate": 9.92613668859022e-05, "loss": 0.1639, "step": 8750 }, { "epoch": 0.837975527305623, "grad_norm": 0.5011768341064453, "learning_rate": 9.92566008960061e-05, "loss": 0.1634, "step": 8800 }, { "epoch": 0.8427367518925868, "grad_norm": 0.47292882204055786, "learning_rate": 9.925183490611e-05, "loss": 0.1609, "step": 8850 }, { "epoch": 0.8474979764795505, "grad_norm": 0.5086949467658997, "learning_rate": 9.92470689162139e-05, "loss": 0.1616, "step": 8900 }, { "epoch": 0.8522592010665143, "grad_norm": 0.4720959961414337, "learning_rate": 9.92423029263178e-05, "loss": 0.1611, "step": 8950 }, { "epoch": 0.857020425653478, "grad_norm": 0.8099896311759949, "learning_rate": 9.92375369364217e-05, "loss": 0.1609, "step": 9000 }, { "epoch": 0.857020425653478, "eval_loss": 0.16015625, "eval_mae": 0.6603007912635803, "eval_mse": 335.3426818847656, "eval_rmse": 18.31236418065034, "eval_runtime": 56.2142, "eval_samples_per_second": 10627.482, "eval_smape": 109.38767194747925, "eval_steps_per_second": 20.76, "step": 9000 }, { "epoch": 0.8617816502404418, "grad_norm": 0.5228590369224548, "learning_rate": 9.92327709465256e-05, "loss": 0.1617, "step": 9050 }, { "epoch": 0.8665428748274057, "grad_norm": 0.5515425205230713, "learning_rate": 9.92280049566295e-05, "loss": 0.1612, "step": 9100 }, { "epoch": 0.8713040994143694, "grad_norm": 0.5289241075515747, "learning_rate": 9.92232389667334e-05, "loss": 0.1646, "step": 9150 }, { "epoch": 0.8760653240013332, "grad_norm": 0.5692815780639648, "learning_rate": 9.92184729768373e-05, "loss": 0.1603, "step": 9200 }, { "epoch": 0.8808265485882969, "grad_norm": 0.41486117243766785, "learning_rate": 9.921370698694119e-05, "loss": 0.1632, "step": 9250 }, { "epoch": 0.8855877731752607, "grad_norm": 0.488235741853714, "learning_rate": 9.920894099704509e-05, "loss": 0.1613, "step": 9300 }, { "epoch": 0.8903489977622244, "grad_norm": 0.6576530337333679, "learning_rate": 9.9204175007149e-05, "loss": 0.1618, "step": 9350 }, { "epoch": 0.8951102223491882, "grad_norm": 0.49431854486465454, "learning_rate": 9.919940901725288e-05, "loss": 0.1618, "step": 9400 }, { "epoch": 0.899871446936152, "grad_norm": 0.5491801500320435, "learning_rate": 9.919464302735678e-05, "loss": 0.162, "step": 9450 }, { "epoch": 0.9046326715231158, "grad_norm": 0.5839897990226746, "learning_rate": 9.918987703746068e-05, "loss": 0.1587, "step": 9500 }, { "epoch": 0.9093938961100795, "grad_norm": 0.5631112456321716, "learning_rate": 9.918511104756458e-05, "loss": 0.1607, "step": 9550 }, { "epoch": 0.9141551206970433, "grad_norm": 0.5420098900794983, "learning_rate": 9.918034505766848e-05, "loss": 0.1642, "step": 9600 }, { "epoch": 0.918916345284007, "grad_norm": 0.568087637424469, "learning_rate": 9.917557906777238e-05, "loss": 0.1624, "step": 9650 }, { "epoch": 0.9236775698709708, "grad_norm": 0.5823555588722229, "learning_rate": 9.917081307787628e-05, "loss": 0.1639, "step": 9700 }, { "epoch": 0.9284387944579345, "grad_norm": 0.5538271069526672, "learning_rate": 9.916604708798017e-05, "loss": 0.1625, "step": 9750 }, { "epoch": 0.9332000190448984, "grad_norm": 0.5160115957260132, "learning_rate": 9.916128109808408e-05, "loss": 0.1582, "step": 9800 }, { "epoch": 0.9379612436318621, "grad_norm": 0.48957574367523193, "learning_rate": 9.915651510818798e-05, "loss": 0.16, "step": 9850 }, { "epoch": 0.9427224682188259, "grad_norm": 0.601917564868927, "learning_rate": 9.915174911829187e-05, "loss": 0.162, "step": 9900 }, { "epoch": 0.9474836928057897, "grad_norm": 0.40893155336380005, "learning_rate": 9.914698312839578e-05, "loss": 0.165, "step": 9950 }, { "epoch": 0.9522449173927534, "grad_norm": 0.5392901301383972, "learning_rate": 9.914221713849967e-05, "loss": 0.1618, "step": 10000 }, { "epoch": 0.9522449173927534, "eval_loss": 0.15920588374137878, "eval_mae": 0.6688477993011475, "eval_mse": 318.14923095703125, "eval_rmse": 17.83673823761035, "eval_runtime": 59.3096, "eval_samples_per_second": 10072.824, "eval_smape": 76.33218169212341, "eval_steps_per_second": 19.676, "step": 10000 }, { "epoch": 0.9570061419797172, "grad_norm": 0.600141704082489, "learning_rate": 9.913745114860357e-05, "loss": 0.1596, "step": 10050 }, { "epoch": 0.9617673665666809, "grad_norm": 0.49183207750320435, "learning_rate": 9.913268515870748e-05, "loss": 0.1636, "step": 10100 }, { "epoch": 0.9665285911536448, "grad_norm": 0.4760478138923645, "learning_rate": 9.912791916881136e-05, "loss": 0.1584, "step": 10150 }, { "epoch": 0.9712898157406085, "grad_norm": 0.4729287624359131, "learning_rate": 9.912315317891526e-05, "loss": 0.1617, "step": 10200 }, { "epoch": 0.9760510403275723, "grad_norm": 0.578062117099762, "learning_rate": 9.911838718901916e-05, "loss": 0.1606, "step": 10250 }, { "epoch": 0.980812264914536, "grad_norm": 0.43438589572906494, "learning_rate": 9.911362119912306e-05, "loss": 0.1617, "step": 10300 }, { "epoch": 0.9855734895014998, "grad_norm": 0.5887606143951416, "learning_rate": 9.910885520922696e-05, "loss": 0.1616, "step": 10350 }, { "epoch": 0.9903347140884635, "grad_norm": 0.4835382401943207, "learning_rate": 9.910408921933086e-05, "loss": 0.16, "step": 10400 }, { "epoch": 0.9950959386754273, "grad_norm": 0.4186175763607025, "learning_rate": 9.909932322943476e-05, "loss": 0.1636, "step": 10450 }, { "epoch": 0.999857163262391, "grad_norm": 0.6031454205513, "learning_rate": 9.909455723953865e-05, "loss": 0.16, "step": 10500 }, { "epoch": 1.0045707756034852, "grad_norm": 0.444181352853775, "learning_rate": 9.908979124964256e-05, "loss": 0.1588, "step": 10550 }, { "epoch": 1.0093320001904489, "grad_norm": 0.474399596452713, "learning_rate": 9.908502525974646e-05, "loss": 0.1651, "step": 10600 }, { "epoch": 1.0140932247774128, "grad_norm": 0.4467703700065613, "learning_rate": 9.908025926985035e-05, "loss": 0.1598, "step": 10650 }, { "epoch": 1.0188544493643765, "grad_norm": 0.5107735395431519, "learning_rate": 9.907549327995426e-05, "loss": 0.1609, "step": 10700 }, { "epoch": 1.0236156739513402, "grad_norm": 0.4578382968902588, "learning_rate": 9.907072729005815e-05, "loss": 0.1614, "step": 10750 }, { "epoch": 1.028376898538304, "grad_norm": 0.4924687445163727, "learning_rate": 9.906596130016205e-05, "loss": 0.1594, "step": 10800 }, { "epoch": 1.0331381231252679, "grad_norm": 0.4967709183692932, "learning_rate": 9.906119531026595e-05, "loss": 0.1614, "step": 10850 }, { "epoch": 1.0378993477122316, "grad_norm": 0.5059126615524292, "learning_rate": 9.905642932036984e-05, "loss": 0.1622, "step": 10900 }, { "epoch": 1.0426605722991953, "grad_norm": 0.5229778289794922, "learning_rate": 9.905166333047374e-05, "loss": 0.1592, "step": 10950 }, { "epoch": 1.0474217968861592, "grad_norm": 0.45143234729766846, "learning_rate": 9.904689734057764e-05, "loss": 0.1588, "step": 11000 }, { "epoch": 1.0474217968861592, "eval_loss": 0.15856099128723145, "eval_mae": 0.6628284454345703, "eval_mse": 345.36749267578125, "eval_rmse": 18.584065558315846, "eval_runtime": 57.9218, "eval_samples_per_second": 10314.166, "eval_smape": 94.50321197509766, "eval_steps_per_second": 20.148, "step": 11000 }, { "epoch": 1.052183021473123, "grad_norm": 0.7248756885528564, "learning_rate": 9.904213135068154e-05, "loss": 0.1614, "step": 11050 }, { "epoch": 1.0569442460600866, "grad_norm": 0.5051783323287964, "learning_rate": 9.903736536078544e-05, "loss": 0.1567, "step": 11100 }, { "epoch": 1.0617054706470503, "grad_norm": 0.5285612940788269, "learning_rate": 9.903259937088933e-05, "loss": 0.1613, "step": 11150 }, { "epoch": 1.0664666952340143, "grad_norm": 0.5270511507987976, "learning_rate": 9.902783338099324e-05, "loss": 0.1615, "step": 11200 }, { "epoch": 1.071227919820978, "grad_norm": 0.5635538101196289, "learning_rate": 9.902306739109714e-05, "loss": 0.1606, "step": 11250 }, { "epoch": 1.0759891444079417, "grad_norm": 0.5780921578407288, "learning_rate": 9.901830140120103e-05, "loss": 0.1619, "step": 11300 }, { "epoch": 1.0807503689949054, "grad_norm": 0.5149776935577393, "learning_rate": 9.901353541130494e-05, "loss": 0.1638, "step": 11350 }, { "epoch": 1.0855115935818693, "grad_norm": 0.46075335144996643, "learning_rate": 9.900876942140883e-05, "loss": 0.1597, "step": 11400 }, { "epoch": 1.090272818168833, "grad_norm": 0.42272669076919556, "learning_rate": 9.900400343151273e-05, "loss": 0.16, "step": 11450 }, { "epoch": 1.0950340427557967, "grad_norm": 0.5383277535438538, "learning_rate": 9.899923744161663e-05, "loss": 0.159, "step": 11500 }, { "epoch": 1.0997952673427607, "grad_norm": 0.45635008811950684, "learning_rate": 9.899447145172053e-05, "loss": 0.1596, "step": 11550 }, { "epoch": 1.1045564919297244, "grad_norm": 0.4863174259662628, "learning_rate": 9.898970546182443e-05, "loss": 0.1613, "step": 11600 }, { "epoch": 1.109317716516688, "grad_norm": 0.5197418332099915, "learning_rate": 9.898493947192832e-05, "loss": 0.1601, "step": 11650 }, { "epoch": 1.1140789411036518, "grad_norm": 0.6299956440925598, "learning_rate": 9.898017348203222e-05, "loss": 0.1621, "step": 11700 }, { "epoch": 1.1188401656906157, "grad_norm": 0.47120076417922974, "learning_rate": 9.897540749213612e-05, "loss": 0.1624, "step": 11750 }, { "epoch": 1.1236013902775794, "grad_norm": 0.4576870799064636, "learning_rate": 9.897064150224002e-05, "loss": 0.1629, "step": 11800 }, { "epoch": 1.1283626148645431, "grad_norm": 0.531906008720398, "learning_rate": 9.896587551234392e-05, "loss": 0.1593, "step": 11850 }, { "epoch": 1.1331238394515069, "grad_norm": 0.4709097743034363, "learning_rate": 9.896110952244781e-05, "loss": 0.1613, "step": 11900 }, { "epoch": 1.1378850640384708, "grad_norm": 0.5573967695236206, "learning_rate": 9.895634353255172e-05, "loss": 0.1623, "step": 11950 }, { "epoch": 1.1426462886254345, "grad_norm": 0.5798735022544861, "learning_rate": 9.895157754265562e-05, "loss": 0.1601, "step": 12000 }, { "epoch": 1.1426462886254345, "eval_loss": 0.15796181559562683, "eval_mae": 0.65403813123703, "eval_mse": 326.8865051269531, "eval_rmse": 18.0800029072717, "eval_runtime": 56.7165, "eval_samples_per_second": 10533.356, "eval_smape": 81.25044703483582, "eval_steps_per_second": 20.576, "step": 12000 }, { "epoch": 1.1474075132123982, "grad_norm": 0.5247554183006287, "learning_rate": 9.894681155275951e-05, "loss": 0.1574, "step": 12050 }, { "epoch": 1.152168737799362, "grad_norm": 0.6056792736053467, "learning_rate": 9.894204556286342e-05, "loss": 0.1583, "step": 12100 }, { "epoch": 1.1569299623863258, "grad_norm": 0.5114259123802185, "learning_rate": 9.893727957296731e-05, "loss": 0.1641, "step": 12150 }, { "epoch": 1.1616911869732895, "grad_norm": 0.40764451026916504, "learning_rate": 9.89325135830712e-05, "loss": 0.1621, "step": 12200 }, { "epoch": 1.1664524115602533, "grad_norm": 0.5216367244720459, "learning_rate": 9.89277475931751e-05, "loss": 0.1597, "step": 12250 }, { "epoch": 1.171213636147217, "grad_norm": 0.48652514815330505, "learning_rate": 9.8922981603279e-05, "loss": 0.1605, "step": 12300 }, { "epoch": 1.175974860734181, "grad_norm": 0.46615609526634216, "learning_rate": 9.89182156133829e-05, "loss": 0.1571, "step": 12350 }, { "epoch": 1.1807360853211446, "grad_norm": 0.5413913130760193, "learning_rate": 9.891344962348679e-05, "loss": 0.1599, "step": 12400 }, { "epoch": 1.1854973099081083, "grad_norm": 0.42148470878601074, "learning_rate": 9.89086836335907e-05, "loss": 0.1605, "step": 12450 }, { "epoch": 1.1902585344950722, "grad_norm": 0.7329843044281006, "learning_rate": 9.89039176436946e-05, "loss": 0.1603, "step": 12500 }, { "epoch": 1.195019759082036, "grad_norm": 0.42273497581481934, "learning_rate": 9.889915165379849e-05, "loss": 0.1617, "step": 12550 }, { "epoch": 1.1997809836689997, "grad_norm": 0.5869929790496826, "learning_rate": 9.88943856639024e-05, "loss": 0.1612, "step": 12600 }, { "epoch": 1.2045422082559634, "grad_norm": 0.4401240944862366, "learning_rate": 9.888961967400629e-05, "loss": 0.1577, "step": 12650 }, { "epoch": 1.2093034328429273, "grad_norm": 0.48275691270828247, "learning_rate": 9.888485368411019e-05, "loss": 0.1595, "step": 12700 }, { "epoch": 1.214064657429891, "grad_norm": 0.5482587218284607, "learning_rate": 9.88800876942141e-05, "loss": 0.16, "step": 12750 }, { "epoch": 1.2188258820168547, "grad_norm": 0.6347602009773254, "learning_rate": 9.887532170431799e-05, "loss": 0.1596, "step": 12800 }, { "epoch": 1.2235871066038184, "grad_norm": 0.4231024384498596, "learning_rate": 9.887055571442189e-05, "loss": 0.1624, "step": 12850 }, { "epoch": 1.2283483311907823, "grad_norm": 0.5505658984184265, "learning_rate": 9.886578972452579e-05, "loss": 0.1582, "step": 12900 }, { "epoch": 1.233109555777746, "grad_norm": 0.4918171763420105, "learning_rate": 9.886102373462969e-05, "loss": 0.1577, "step": 12950 }, { "epoch": 1.2378707803647098, "grad_norm": 0.45393800735473633, "learning_rate": 9.885625774473359e-05, "loss": 0.1585, "step": 13000 }, { "epoch": 1.2378707803647098, "eval_loss": 0.15753023326396942, "eval_mae": 0.6532484889030457, "eval_mse": 279.79644775390625, "eval_rmse": 16.72711713816539, "eval_runtime": 57.893, "eval_samples_per_second": 10319.3, "eval_smape": 107.6181173324585, "eval_steps_per_second": 20.158, "step": 13000 }, { "epoch": 1.2426320049516735, "grad_norm": 0.3777833878993988, "learning_rate": 9.885149175483749e-05, "loss": 0.1577, "step": 13050 }, { "epoch": 1.2473932295386374, "grad_norm": 0.5700230002403259, "learning_rate": 9.884672576494139e-05, "loss": 0.1587, "step": 13100 }, { "epoch": 1.2521544541256011, "grad_norm": 0.4470745027065277, "learning_rate": 9.884195977504529e-05, "loss": 0.1604, "step": 13150 }, { "epoch": 1.2569156787125648, "grad_norm": 0.4185906648635864, "learning_rate": 9.883719378514918e-05, "loss": 0.1562, "step": 13200 }, { "epoch": 1.2616769032995285, "grad_norm": 0.3835722804069519, "learning_rate": 9.883242779525308e-05, "loss": 0.1583, "step": 13250 }, { "epoch": 1.2664381278864925, "grad_norm": 0.45621258020401, "learning_rate": 9.882766180535697e-05, "loss": 0.1577, "step": 13300 }, { "epoch": 1.2711993524734562, "grad_norm": 0.5590381622314453, "learning_rate": 9.882289581546088e-05, "loss": 0.1608, "step": 13350 }, { "epoch": 1.2759605770604199, "grad_norm": 0.5501840114593506, "learning_rate": 9.881812982556477e-05, "loss": 0.1623, "step": 13400 }, { "epoch": 1.2807218016473838, "grad_norm": 0.4480155408382416, "learning_rate": 9.881336383566867e-05, "loss": 0.1566, "step": 13450 }, { "epoch": 1.2854830262343475, "grad_norm": 0.5472989678382874, "learning_rate": 9.880859784577258e-05, "loss": 0.1613, "step": 13500 }, { "epoch": 1.2902442508213112, "grad_norm": 0.48176899552345276, "learning_rate": 9.880383185587647e-05, "loss": 0.1614, "step": 13550 }, { "epoch": 1.295005475408275, "grad_norm": 0.40140554308891296, "learning_rate": 9.879906586598037e-05, "loss": 0.1586, "step": 13600 }, { "epoch": 1.2997666999952386, "grad_norm": 0.5117682218551636, "learning_rate": 9.879429987608427e-05, "loss": 0.1602, "step": 13650 }, { "epoch": 1.3045279245822026, "grad_norm": 0.7169548273086548, "learning_rate": 9.878953388618817e-05, "loss": 0.1623, "step": 13700 }, { "epoch": 1.3092891491691663, "grad_norm": 0.44949373602867126, "learning_rate": 9.878476789629207e-05, "loss": 0.1601, "step": 13750 }, { "epoch": 1.31405037375613, "grad_norm": 0.597175121307373, "learning_rate": 9.878000190639595e-05, "loss": 0.1606, "step": 13800 }, { "epoch": 1.318811598343094, "grad_norm": 0.553895115852356, "learning_rate": 9.877523591649987e-05, "loss": 0.1617, "step": 13850 }, { "epoch": 1.3235728229300576, "grad_norm": 0.5089927315711975, "learning_rate": 9.877046992660377e-05, "loss": 0.1595, "step": 13900 }, { "epoch": 1.3283340475170213, "grad_norm": 0.430867463350296, "learning_rate": 9.876570393670765e-05, "loss": 0.1582, "step": 13950 }, { "epoch": 1.3330952721039853, "grad_norm": 0.39970675110816956, "learning_rate": 9.876093794681156e-05, "loss": 0.1567, "step": 14000 }, { "epoch": 1.3330952721039853, "eval_loss": 0.15753522515296936, "eval_mae": 0.6622462272644043, "eval_mse": 328.3490295410156, "eval_rmse": 18.120403680409982, "eval_runtime": 58.0545, "eval_samples_per_second": 10290.588, "eval_smape": 91.98985695838928, "eval_steps_per_second": 20.102, "step": 14000 }, { "epoch": 1.337856496690949, "grad_norm": 0.5808453559875488, "learning_rate": 9.875617195691545e-05, "loss": 0.1589, "step": 14050 }, { "epoch": 1.3426177212779127, "grad_norm": 0.4418608546257019, "learning_rate": 9.875140596701935e-05, "loss": 0.1584, "step": 14100 }, { "epoch": 1.3473789458648764, "grad_norm": 0.6623143553733826, "learning_rate": 9.874663997712325e-05, "loss": 0.1623, "step": 14150 }, { "epoch": 1.35214017045184, "grad_norm": 0.4194190204143524, "learning_rate": 9.874187398722715e-05, "loss": 0.1596, "step": 14200 }, { "epoch": 1.356901395038804, "grad_norm": 0.6208611130714417, "learning_rate": 9.873710799733105e-05, "loss": 0.1583, "step": 14250 }, { "epoch": 1.3616626196257677, "grad_norm": 0.4435657262802124, "learning_rate": 9.873234200743495e-05, "loss": 0.16, "step": 14300 }, { "epoch": 1.3664238442127314, "grad_norm": 0.4906177222728729, "learning_rate": 9.872757601753885e-05, "loss": 0.1581, "step": 14350 }, { "epoch": 1.3711850687996954, "grad_norm": 0.5340787172317505, "learning_rate": 9.872281002764275e-05, "loss": 0.1588, "step": 14400 }, { "epoch": 1.375946293386659, "grad_norm": 0.4307633340358734, "learning_rate": 9.871804403774665e-05, "loss": 0.1585, "step": 14450 }, { "epoch": 1.3807075179736228, "grad_norm": 0.49194300174713135, "learning_rate": 9.871327804785055e-05, "loss": 0.1572, "step": 14500 }, { "epoch": 1.3854687425605867, "grad_norm": 0.4391520917415619, "learning_rate": 9.870851205795443e-05, "loss": 0.1573, "step": 14550 }, { "epoch": 1.3902299671475504, "grad_norm": 0.4503444731235504, "learning_rate": 9.870374606805835e-05, "loss": 0.1577, "step": 14600 }, { "epoch": 1.3949911917345141, "grad_norm": 0.5113334655761719, "learning_rate": 9.869898007816225e-05, "loss": 0.1594, "step": 14650 }, { "epoch": 1.3997524163214778, "grad_norm": 0.3871005177497864, "learning_rate": 9.869421408826613e-05, "loss": 0.1559, "step": 14700 }, { "epoch": 1.4045136409084416, "grad_norm": 0.5482053756713867, "learning_rate": 9.868944809837004e-05, "loss": 0.1592, "step": 14750 }, { "epoch": 1.4092748654954055, "grad_norm": 0.45771437883377075, "learning_rate": 9.868468210847393e-05, "loss": 0.1572, "step": 14800 }, { "epoch": 1.4140360900823692, "grad_norm": 0.4550696015357971, "learning_rate": 9.867991611857783e-05, "loss": 0.1605, "step": 14850 }, { "epoch": 1.418797314669333, "grad_norm": 0.6991235613822937, "learning_rate": 9.867515012868174e-05, "loss": 0.1589, "step": 14900 }, { "epoch": 1.4235585392562968, "grad_norm": 0.5531545877456665, "learning_rate": 9.867038413878563e-05, "loss": 0.1574, "step": 14950 }, { "epoch": 1.4283197638432605, "grad_norm": 0.4692751169204712, "learning_rate": 9.866561814888953e-05, "loss": 0.1592, "step": 15000 }, { "epoch": 1.4283197638432605, "eval_loss": 0.15674826502799988, "eval_mae": 0.6522776484489441, "eval_mse": 376.8973388671875, "eval_rmse": 19.41384400027948, "eval_runtime": 57.2088, "eval_samples_per_second": 10442.706, "eval_smape": 89.79519009590149, "eval_steps_per_second": 20.399, "step": 15000 }, { "epoch": 1.4330809884302242, "grad_norm": 0.41401219367980957, "learning_rate": 9.866085215899343e-05, "loss": 0.1594, "step": 15050 }, { "epoch": 1.437842213017188, "grad_norm": 0.6155771613121033, "learning_rate": 9.865608616909733e-05, "loss": 0.1597, "step": 15100 }, { "epoch": 1.4426034376041517, "grad_norm": 0.6229146718978882, "learning_rate": 9.865132017920123e-05, "loss": 0.1595, "step": 15150 }, { "epoch": 1.4473646621911156, "grad_norm": 0.5311764478683472, "learning_rate": 9.864655418930511e-05, "loss": 0.1613, "step": 15200 }, { "epoch": 1.4521258867780793, "grad_norm": 0.4075564742088318, "learning_rate": 9.864178819940903e-05, "loss": 0.1581, "step": 15250 }, { "epoch": 1.456887111365043, "grad_norm": 0.5737677216529846, "learning_rate": 9.863702220951291e-05, "loss": 0.1622, "step": 15300 }, { "epoch": 1.461648335952007, "grad_norm": 0.5977826118469238, "learning_rate": 9.863225621961681e-05, "loss": 0.1586, "step": 15350 }, { "epoch": 1.4664095605389706, "grad_norm": 0.4717673659324646, "learning_rate": 9.862749022972073e-05, "loss": 0.1566, "step": 15400 }, { "epoch": 1.4711707851259344, "grad_norm": 0.4783164858818054, "learning_rate": 9.862272423982461e-05, "loss": 0.162, "step": 15450 }, { "epoch": 1.4759320097128983, "grad_norm": 0.4709276258945465, "learning_rate": 9.861795824992851e-05, "loss": 0.1628, "step": 15500 }, { "epoch": 1.480693234299862, "grad_norm": 0.46055328845977783, "learning_rate": 9.861319226003241e-05, "loss": 0.1573, "step": 15550 }, { "epoch": 1.4854544588868257, "grad_norm": 0.4675583839416504, "learning_rate": 9.860842627013631e-05, "loss": 0.1612, "step": 15600 }, { "epoch": 1.4902156834737894, "grad_norm": 0.49638524651527405, "learning_rate": 9.860366028024021e-05, "loss": 0.1565, "step": 15650 }, { "epoch": 1.4949769080607531, "grad_norm": 0.4782148003578186, "learning_rate": 9.859889429034411e-05, "loss": 0.1559, "step": 15700 }, { "epoch": 1.499738132647717, "grad_norm": 0.39972543716430664, "learning_rate": 9.859412830044801e-05, "loss": 0.1597, "step": 15750 }, { "epoch": 1.5044993572346808, "grad_norm": 0.46148207783699036, "learning_rate": 9.858936231055191e-05, "loss": 0.165, "step": 15800 }, { "epoch": 1.5092605818216445, "grad_norm": 0.6166296005249023, "learning_rate": 9.858459632065581e-05, "loss": 0.1601, "step": 15850 }, { "epoch": 1.5140218064086084, "grad_norm": 0.6877084970474243, "learning_rate": 9.857983033075971e-05, "loss": 0.1622, "step": 15900 }, { "epoch": 1.518783030995572, "grad_norm": 0.4697044789791107, "learning_rate": 9.85750643408636e-05, "loss": 0.1591, "step": 15950 }, { "epoch": 1.5235442555825358, "grad_norm": 0.4562913179397583, "learning_rate": 9.857029835096751e-05, "loss": 0.16, "step": 16000 }, { "epoch": 1.5235442555825358, "eval_loss": 0.15759705007076263, "eval_mae": 0.6579864621162415, "eval_mse": 327.5270690917969, "eval_rmse": 18.097708945935583, "eval_runtime": 59.3074, "eval_samples_per_second": 10073.191, "eval_smape": 105.73155879974365, "eval_steps_per_second": 19.677, "step": 16000 }, { "epoch": 1.5283054801694997, "grad_norm": 0.4631439447402954, "learning_rate": 9.856553236107139e-05, "loss": 0.1596, "step": 16050 }, { "epoch": 1.5330667047564632, "grad_norm": 0.5179547667503357, "learning_rate": 9.856076637117529e-05, "loss": 0.161, "step": 16100 }, { "epoch": 1.5378279293434272, "grad_norm": 0.5846447348594666, "learning_rate": 9.85560003812792e-05, "loss": 0.157, "step": 16150 }, { "epoch": 1.5425891539303909, "grad_norm": 0.41618812084198, "learning_rate": 9.855123439138309e-05, "loss": 0.1604, "step": 16200 }, { "epoch": 1.5473503785173546, "grad_norm": 0.5047721862792969, "learning_rate": 9.854646840148699e-05, "loss": 0.1607, "step": 16250 }, { "epoch": 1.5521116031043185, "grad_norm": 0.5991541147232056, "learning_rate": 9.854170241159089e-05, "loss": 0.1596, "step": 16300 }, { "epoch": 1.5568728276912822, "grad_norm": 0.43497374653816223, "learning_rate": 9.853693642169479e-05, "loss": 0.1577, "step": 16350 }, { "epoch": 1.561634052278246, "grad_norm": 0.40854403376579285, "learning_rate": 9.853217043179869e-05, "loss": 0.1599, "step": 16400 }, { "epoch": 1.5663952768652099, "grad_norm": 0.4918048679828644, "learning_rate": 9.852740444190259e-05, "loss": 0.1603, "step": 16450 }, { "epoch": 1.5711565014521733, "grad_norm": 0.3920314908027649, "learning_rate": 9.852263845200649e-05, "loss": 0.1573, "step": 16500 }, { "epoch": 1.5759177260391373, "grad_norm": 0.3981036841869354, "learning_rate": 9.851787246211039e-05, "loss": 0.1586, "step": 16550 }, { "epoch": 1.5806789506261012, "grad_norm": 0.6724033355712891, "learning_rate": 9.851310647221427e-05, "loss": 0.1577, "step": 16600 }, { "epoch": 1.5854401752130647, "grad_norm": 0.45915940403938293, "learning_rate": 9.850834048231819e-05, "loss": 0.1634, "step": 16650 }, { "epoch": 1.5902013998000286, "grad_norm": 0.4456646740436554, "learning_rate": 9.850357449242207e-05, "loss": 0.1598, "step": 16700 }, { "epoch": 1.5949626243869923, "grad_norm": 0.4617702066898346, "learning_rate": 9.849880850252597e-05, "loss": 0.1588, "step": 16750 }, { "epoch": 1.599723848973956, "grad_norm": 0.4858147203922272, "learning_rate": 9.849404251262989e-05, "loss": 0.1603, "step": 16800 }, { "epoch": 1.60448507356092, "grad_norm": 0.5424185395240784, "learning_rate": 9.848927652273377e-05, "loss": 0.1588, "step": 16850 }, { "epoch": 1.6092462981478837, "grad_norm": 0.432170033454895, "learning_rate": 9.848451053283767e-05, "loss": 0.1593, "step": 16900 }, { "epoch": 1.6140075227348474, "grad_norm": 0.403414249420166, "learning_rate": 9.847974454294157e-05, "loss": 0.1564, "step": 16950 }, { "epoch": 1.6187687473218113, "grad_norm": 0.5686953067779541, "learning_rate": 9.847497855304547e-05, "loss": 0.1586, "step": 17000 }, { "epoch": 1.6187687473218113, "eval_loss": 0.15684476494789124, "eval_mae": 0.6601889133453369, "eval_mse": 399.5775146484375, "eval_rmse": 19.989435075770338, "eval_runtime": 60.8742, "eval_samples_per_second": 9813.93, "eval_smape": 88.6057436466217, "eval_steps_per_second": 19.171, "step": 17000 }, { "epoch": 1.6235299719087748, "grad_norm": 0.472042977809906, "learning_rate": 9.847021256314937e-05, "loss": 0.1585, "step": 17050 }, { "epoch": 1.6282911964957387, "grad_norm": 0.6247090697288513, "learning_rate": 9.846544657325327e-05, "loss": 0.1583, "step": 17100 }, { "epoch": 1.6330524210827024, "grad_norm": 0.4843044579029083, "learning_rate": 9.846068058335717e-05, "loss": 0.1592, "step": 17150 }, { "epoch": 1.6378136456696661, "grad_norm": 0.48187774419784546, "learning_rate": 9.845591459346106e-05, "loss": 0.1592, "step": 17200 }, { "epoch": 1.64257487025663, "grad_norm": 0.4763176441192627, "learning_rate": 9.845114860356497e-05, "loss": 0.1592, "step": 17250 }, { "epoch": 1.6473360948435938, "grad_norm": 0.5375500321388245, "learning_rate": 9.844638261366887e-05, "loss": 0.159, "step": 17300 }, { "epoch": 1.6520973194305575, "grad_norm": 0.4639647305011749, "learning_rate": 9.844161662377276e-05, "loss": 0.1578, "step": 17350 }, { "epoch": 1.6568585440175214, "grad_norm": 0.44177523255348206, "learning_rate": 9.843685063387667e-05, "loss": 0.1593, "step": 17400 }, { "epoch": 1.6616197686044851, "grad_norm": 0.5092636942863464, "learning_rate": 9.843208464398055e-05, "loss": 0.161, "step": 17450 }, { "epoch": 1.6663809931914488, "grad_norm": 0.4873998165130615, "learning_rate": 9.842731865408445e-05, "loss": 0.1584, "step": 17500 }, { "epoch": 1.6711422177784128, "grad_norm": 0.622734546661377, "learning_rate": 9.842255266418837e-05, "loss": 0.1597, "step": 17550 }, { "epoch": 1.6759034423653763, "grad_norm": 0.5134626030921936, "learning_rate": 9.841778667429225e-05, "loss": 0.1591, "step": 17600 }, { "epoch": 1.6806646669523402, "grad_norm": 0.42936229705810547, "learning_rate": 9.841302068439615e-05, "loss": 0.1575, "step": 17650 }, { "epoch": 1.6854258915393039, "grad_norm": 0.44326427578926086, "learning_rate": 9.840825469450005e-05, "loss": 0.1568, "step": 17700 }, { "epoch": 1.6901871161262676, "grad_norm": 0.3937668204307556, "learning_rate": 9.840348870460395e-05, "loss": 0.1593, "step": 17750 }, { "epoch": 1.6949483407132315, "grad_norm": 0.45583653450012207, "learning_rate": 9.839872271470785e-05, "loss": 0.157, "step": 17800 }, { "epoch": 1.6997095653001952, "grad_norm": 0.5357958078384399, "learning_rate": 9.839395672481175e-05, "loss": 0.1604, "step": 17850 }, { "epoch": 1.704470789887159, "grad_norm": 0.421678751707077, "learning_rate": 9.838919073491565e-05, "loss": 0.1598, "step": 17900 }, { "epoch": 1.7092320144741229, "grad_norm": 0.42326951026916504, "learning_rate": 9.838442474501954e-05, "loss": 0.157, "step": 17950 }, { "epoch": 1.7139932390610864, "grad_norm": 0.43803659081459045, "learning_rate": 9.837965875512344e-05, "loss": 0.1593, "step": 18000 }, { "epoch": 1.7139932390610864, "eval_loss": 0.15651458501815796, "eval_mae": 0.6603885889053345, "eval_mse": 359.5630187988281, "eval_rmse": 18.962146998660995, "eval_runtime": 60.8886, "eval_samples_per_second": 9811.606, "eval_smape": 325.50642490386963, "eval_steps_per_second": 19.166, "step": 18000 }, { "epoch": 1.7187544636480503, "grad_norm": 0.42728474736213684, "learning_rate": 9.837489276522735e-05, "loss": 0.1588, "step": 18050 }, { "epoch": 1.723515688235014, "grad_norm": 0.4929046928882599, "learning_rate": 9.837012677533124e-05, "loss": 0.1587, "step": 18100 }, { "epoch": 1.7282769128219777, "grad_norm": 0.47886890172958374, "learning_rate": 9.836536078543513e-05, "loss": 0.1572, "step": 18150 }, { "epoch": 1.7330381374089416, "grad_norm": 0.4829745590686798, "learning_rate": 9.836059479553903e-05, "loss": 0.1575, "step": 18200 }, { "epoch": 1.7377993619959053, "grad_norm": 0.4256702661514282, "learning_rate": 9.835582880564293e-05, "loss": 0.1575, "step": 18250 }, { "epoch": 1.742560586582869, "grad_norm": 0.4803942143917084, "learning_rate": 9.835106281574683e-05, "loss": 0.1559, "step": 18300 }, { "epoch": 1.747321811169833, "grad_norm": 0.5108392834663391, "learning_rate": 9.834629682585073e-05, "loss": 0.1558, "step": 18350 }, { "epoch": 1.7520830357567967, "grad_norm": 0.5541846752166748, "learning_rate": 9.834153083595463e-05, "loss": 0.1571, "step": 18400 }, { "epoch": 1.7568442603437604, "grad_norm": 0.3996049463748932, "learning_rate": 9.833676484605853e-05, "loss": 0.1588, "step": 18450 }, { "epoch": 1.7616054849307243, "grad_norm": 0.4311594069004059, "learning_rate": 9.833199885616243e-05, "loss": 0.1566, "step": 18500 }, { "epoch": 1.7663667095176878, "grad_norm": 0.45717188715934753, "learning_rate": 9.832723286626633e-05, "loss": 0.1586, "step": 18550 }, { "epoch": 1.7711279341046517, "grad_norm": 0.48945853114128113, "learning_rate": 9.832246687637022e-05, "loss": 0.1581, "step": 18600 }, { "epoch": 1.7758891586916155, "grad_norm": 0.4877380430698395, "learning_rate": 9.831770088647413e-05, "loss": 0.1594, "step": 18650 }, { "epoch": 1.7806503832785792, "grad_norm": 0.47437113523483276, "learning_rate": 9.831293489657803e-05, "loss": 0.1566, "step": 18700 }, { "epoch": 1.785411607865543, "grad_norm": 0.6995478272438049, "learning_rate": 9.830816890668192e-05, "loss": 0.1564, "step": 18750 }, { "epoch": 1.7901728324525068, "grad_norm": 0.4471156895160675, "learning_rate": 9.830340291678583e-05, "loss": 0.1567, "step": 18800 }, { "epoch": 1.7949340570394705, "grad_norm": 0.459011435508728, "learning_rate": 9.829863692688972e-05, "loss": 0.1599, "step": 18850 }, { "epoch": 1.7996952816264344, "grad_norm": 0.4757770001888275, "learning_rate": 9.829387093699362e-05, "loss": 0.1574, "step": 18900 }, { "epoch": 1.804456506213398, "grad_norm": 0.4678910970687866, "learning_rate": 9.828910494709751e-05, "loss": 0.1604, "step": 18950 }, { "epoch": 1.8092177308003619, "grad_norm": 0.4852876663208008, "learning_rate": 9.828433895720141e-05, "loss": 0.1562, "step": 19000 }, { "epoch": 1.8092177308003619, "eval_loss": 0.15658971667289734, "eval_mae": 0.6544845700263977, "eval_mse": 281.27392578125, "eval_rmse": 16.77122314505564, "eval_runtime": 61.2247, "eval_samples_per_second": 9757.737, "eval_smape": 80.4527759552002, "eval_steps_per_second": 19.061, "step": 19000 }, { "epoch": 1.8139789553873258, "grad_norm": 0.37452152371406555, "learning_rate": 9.827957296730531e-05, "loss": 0.1561, "step": 19050 }, { "epoch": 1.8187401799742893, "grad_norm": 0.4231972396373749, "learning_rate": 9.827480697740921e-05, "loss": 0.1588, "step": 19100 }, { "epoch": 1.8235014045612532, "grad_norm": 0.423755943775177, "learning_rate": 9.827004098751311e-05, "loss": 0.1566, "step": 19150 }, { "epoch": 1.828262629148217, "grad_norm": 0.4381329119205475, "learning_rate": 9.826527499761701e-05, "loss": 0.1596, "step": 19200 }, { "epoch": 1.8330238537351806, "grad_norm": 0.4936196804046631, "learning_rate": 9.826050900772091e-05, "loss": 0.1598, "step": 19250 }, { "epoch": 1.8377850783221445, "grad_norm": 0.6386341452598572, "learning_rate": 9.825574301782481e-05, "loss": 0.1601, "step": 19300 }, { "epoch": 1.8425463029091083, "grad_norm": 0.49802061915397644, "learning_rate": 9.82509770279287e-05, "loss": 0.1587, "step": 19350 }, { "epoch": 1.847307527496072, "grad_norm": 0.4627436697483063, "learning_rate": 9.824621103803261e-05, "loss": 0.1587, "step": 19400 }, { "epoch": 1.852068752083036, "grad_norm": 0.4635562598705292, "learning_rate": 9.824144504813651e-05, "loss": 0.1532, "step": 19450 }, { "epoch": 1.8568299766699994, "grad_norm": 0.4869281053543091, "learning_rate": 9.82366790582404e-05, "loss": 0.1576, "step": 19500 }, { "epoch": 1.8615912012569633, "grad_norm": 0.4622304141521454, "learning_rate": 9.82319130683443e-05, "loss": 0.1587, "step": 19550 }, { "epoch": 1.866352425843927, "grad_norm": 0.42829111218452454, "learning_rate": 9.82271470784482e-05, "loss": 0.1584, "step": 19600 }, { "epoch": 1.8711136504308907, "grad_norm": 0.44152921438217163, "learning_rate": 9.82223810885521e-05, "loss": 0.1597, "step": 19650 }, { "epoch": 1.8758748750178547, "grad_norm": 0.4362374246120453, "learning_rate": 9.8217615098656e-05, "loss": 0.1535, "step": 19700 }, { "epoch": 1.8806360996048184, "grad_norm": 0.42130181193351746, "learning_rate": 9.82128491087599e-05, "loss": 0.1585, "step": 19750 }, { "epoch": 1.885397324191782, "grad_norm": 0.5120296478271484, "learning_rate": 9.82080831188638e-05, "loss": 0.1583, "step": 19800 }, { "epoch": 1.890158548778746, "grad_norm": 0.4205983579158783, "learning_rate": 9.820331712896768e-05, "loss": 0.1585, "step": 19850 }, { "epoch": 1.8949197733657097, "grad_norm": 0.4189218580722809, "learning_rate": 9.819855113907159e-05, "loss": 0.1561, "step": 19900 }, { "epoch": 1.8996809979526734, "grad_norm": 0.6145504117012024, "learning_rate": 9.819378514917549e-05, "loss": 0.1625, "step": 19950 }, { "epoch": 1.9044422225396374, "grad_norm": 0.5396240949630737, "learning_rate": 9.818901915927938e-05, "loss": 0.1601, "step": 20000 }, { "epoch": 1.9044422225396374, "eval_loss": 0.15698538720607758, "eval_mae": 0.6542770862579346, "eval_mse": 287.357666015625, "eval_rmse": 16.951627237985885, "eval_runtime": 58.5657, "eval_samples_per_second": 10200.761, "eval_smape": 79.55442667007446, "eval_steps_per_second": 19.926, "step": 20000 }, { "epoch": 1.9092034471266008, "grad_norm": 0.45280078053474426, "learning_rate": 9.818425316938329e-05, "loss": 0.1593, "step": 20050 }, { "epoch": 1.9139646717135648, "grad_norm": 0.455552339553833, "learning_rate": 9.817948717948718e-05, "loss": 0.1579, "step": 20100 }, { "epoch": 1.9187258963005285, "grad_norm": 0.44774943590164185, "learning_rate": 9.817472118959108e-05, "loss": 0.1577, "step": 20150 }, { "epoch": 1.9234871208874922, "grad_norm": 0.4146822392940521, "learning_rate": 9.816995519969499e-05, "loss": 0.1567, "step": 20200 }, { "epoch": 1.9282483454744561, "grad_norm": 0.48615461587905884, "learning_rate": 9.816518920979888e-05, "loss": 0.1596, "step": 20250 }, { "epoch": 1.9330095700614198, "grad_norm": 0.5081954598426819, "learning_rate": 9.816042321990278e-05, "loss": 0.1576, "step": 20300 }, { "epoch": 1.9377707946483835, "grad_norm": 0.5155813097953796, "learning_rate": 9.815565723000668e-05, "loss": 0.1551, "step": 20350 }, { "epoch": 1.9425320192353475, "grad_norm": 0.5232491493225098, "learning_rate": 9.815089124011058e-05, "loss": 0.1597, "step": 20400 }, { "epoch": 1.947293243822311, "grad_norm": 0.4078335762023926, "learning_rate": 9.814612525021447e-05, "loss": 0.1556, "step": 20450 }, { "epoch": 1.9520544684092749, "grad_norm": 0.4975152611732483, "learning_rate": 9.814135926031837e-05, "loss": 0.1591, "step": 20500 }, { "epoch": 1.9568156929962386, "grad_norm": 0.6481941938400269, "learning_rate": 9.813659327042227e-05, "loss": 0.1565, "step": 20550 }, { "epoch": 1.9615769175832023, "grad_norm": 0.4526354968547821, "learning_rate": 9.813182728052617e-05, "loss": 0.1546, "step": 20600 }, { "epoch": 1.9663381421701662, "grad_norm": 0.4288252294063568, "learning_rate": 9.812706129063007e-05, "loss": 0.1551, "step": 20650 }, { "epoch": 1.97109936675713, "grad_norm": 0.434865266084671, "learning_rate": 9.812229530073397e-05, "loss": 0.1557, "step": 20700 }, { "epoch": 1.9758605913440936, "grad_norm": 0.4131234586238861, "learning_rate": 9.811752931083786e-05, "loss": 0.156, "step": 20750 }, { "epoch": 1.9806218159310576, "grad_norm": 0.519029438495636, "learning_rate": 9.811276332094177e-05, "loss": 0.1596, "step": 20800 }, { "epoch": 1.9853830405180213, "grad_norm": 0.4048980474472046, "learning_rate": 9.810799733104566e-05, "loss": 0.153, "step": 20850 }, { "epoch": 1.990144265104985, "grad_norm": 0.44951915740966797, "learning_rate": 9.810323134114956e-05, "loss": 0.1562, "step": 20900 }, { "epoch": 1.994905489691949, "grad_norm": 0.40820789337158203, "learning_rate": 9.809846535125346e-05, "loss": 0.1576, "step": 20950 }, { "epoch": 1.9996667142789124, "grad_norm": 0.6201032400131226, "learning_rate": 9.809369936135736e-05, "loss": 0.1551, "step": 21000 }, { "epoch": 1.9996667142789124, "eval_loss": 0.15608514845371246, "eval_mae": 0.6444294452667236, "eval_mse": 279.2149658203125, "eval_rmse": 16.709726682992528, "eval_runtime": 54.4875, "eval_samples_per_second": 10964.25, "eval_smape": 102.60157585144043, "eval_steps_per_second": 21.418, "step": 21000 }, { "epoch": 2.004380326620007, "grad_norm": 0.4798502027988434, "learning_rate": 9.808893337146126e-05, "loss": 0.1558, "step": 21050 }, { "epoch": 2.0091415512069704, "grad_norm": 0.47718650102615356, "learning_rate": 9.808416738156516e-05, "loss": 0.1581, "step": 21100 }, { "epoch": 2.0139027757939343, "grad_norm": 0.4789866507053375, "learning_rate": 9.807940139166906e-05, "loss": 0.1558, "step": 21150 }, { "epoch": 2.0186640003808978, "grad_norm": 0.5219734907150269, "learning_rate": 9.807463540177296e-05, "loss": 0.1564, "step": 21200 }, { "epoch": 2.0234252249678617, "grad_norm": 0.4981229305267334, "learning_rate": 9.806986941187684e-05, "loss": 0.1583, "step": 21250 }, { "epoch": 2.0281864495548256, "grad_norm": 0.4696637690067291, "learning_rate": 9.806510342198075e-05, "loss": 0.1568, "step": 21300 }, { "epoch": 2.032947674141789, "grad_norm": 0.44064363837242126, "learning_rate": 9.806033743208465e-05, "loss": 0.1579, "step": 21350 }, { "epoch": 2.037708898728753, "grad_norm": 0.5143409967422485, "learning_rate": 9.805557144218854e-05, "loss": 0.156, "step": 21400 }, { "epoch": 2.042470123315717, "grad_norm": 0.49321916699409485, "learning_rate": 9.805080545229245e-05, "loss": 0.155, "step": 21450 }, { "epoch": 2.0472313479026805, "grad_norm": 0.4427430331707001, "learning_rate": 9.804603946239634e-05, "loss": 0.1566, "step": 21500 }, { "epoch": 2.0519925724896444, "grad_norm": 0.45803865790367126, "learning_rate": 9.804127347250024e-05, "loss": 0.1593, "step": 21550 }, { "epoch": 2.056753797076608, "grad_norm": 0.4853162467479706, "learning_rate": 9.803650748260415e-05, "loss": 0.1575, "step": 21600 }, { "epoch": 2.061515021663572, "grad_norm": 0.47955945134162903, "learning_rate": 9.803174149270804e-05, "loss": 0.1594, "step": 21650 }, { "epoch": 2.0662762462505357, "grad_norm": 0.44243359565734863, "learning_rate": 9.802697550281194e-05, "loss": 0.1597, "step": 21700 }, { "epoch": 2.0710374708374992, "grad_norm": 0.5727405548095703, "learning_rate": 9.802220951291584e-05, "loss": 0.1576, "step": 21750 }, { "epoch": 2.075798695424463, "grad_norm": 0.5481444001197815, "learning_rate": 9.801744352301974e-05, "loss": 0.1547, "step": 21800 }, { "epoch": 2.080559920011427, "grad_norm": 0.46369367837905884, "learning_rate": 9.801267753312364e-05, "loss": 0.1553, "step": 21850 }, { "epoch": 2.0853211445983906, "grad_norm": 0.48963698744773865, "learning_rate": 9.800791154322754e-05, "loss": 0.1579, "step": 21900 }, { "epoch": 2.0900823691853545, "grad_norm": 0.5048883557319641, "learning_rate": 9.800314555333144e-05, "loss": 0.1597, "step": 21950 }, { "epoch": 2.0948435937723184, "grad_norm": 0.4893467128276825, "learning_rate": 9.799837956343532e-05, "loss": 0.1532, "step": 22000 }, { "epoch": 2.0948435937723184, "eval_loss": 0.1553574949502945, "eval_mae": 0.6453903317451477, "eval_mse": 282.9573974609375, "eval_rmse": 16.821337564561787, "eval_runtime": 60.2846, "eval_samples_per_second": 9909.912, "eval_smape": 85.01211404800415, "eval_steps_per_second": 19.358, "step": 22000 }, { "epoch": 2.099604818359282, "grad_norm": 0.46226996183395386, "learning_rate": 9.799361357353923e-05, "loss": 0.1564, "step": 22050 }, { "epoch": 2.104366042946246, "grad_norm": 0.46276605129241943, "learning_rate": 9.798884758364313e-05, "loss": 0.1562, "step": 22100 }, { "epoch": 2.1091272675332093, "grad_norm": 0.4646179974079132, "learning_rate": 9.798408159374702e-05, "loss": 0.1576, "step": 22150 }, { "epoch": 2.1138884921201733, "grad_norm": 0.4897124171257019, "learning_rate": 9.797931560385093e-05, "loss": 0.1568, "step": 22200 }, { "epoch": 2.118649716707137, "grad_norm": 0.43058913946151733, "learning_rate": 9.797454961395482e-05, "loss": 0.1579, "step": 22250 }, { "epoch": 2.1234109412941007, "grad_norm": 0.37743493914604187, "learning_rate": 9.796978362405872e-05, "loss": 0.1578, "step": 22300 }, { "epoch": 2.1281721658810646, "grad_norm": 0.4362202286720276, "learning_rate": 9.796501763416263e-05, "loss": 0.1579, "step": 22350 }, { "epoch": 2.1329333904680285, "grad_norm": 0.3836491107940674, "learning_rate": 9.796025164426652e-05, "loss": 0.1576, "step": 22400 }, { "epoch": 2.137694615054992, "grad_norm": 0.4960291385650635, "learning_rate": 9.795548565437042e-05, "loss": 0.1563, "step": 22450 }, { "epoch": 2.142455839641956, "grad_norm": 0.43519532680511475, "learning_rate": 9.795071966447432e-05, "loss": 0.1598, "step": 22500 }, { "epoch": 2.1472170642289194, "grad_norm": 0.4592967629432678, "learning_rate": 9.794595367457822e-05, "loss": 0.158, "step": 22550 }, { "epoch": 2.1519782888158834, "grad_norm": 0.5372556447982788, "learning_rate": 9.794118768468212e-05, "loss": 0.1591, "step": 22600 }, { "epoch": 2.1567395134028473, "grad_norm": 0.40967512130737305, "learning_rate": 9.7936421694786e-05, "loss": 0.159, "step": 22650 }, { "epoch": 2.161500737989811, "grad_norm": 0.4951903223991394, "learning_rate": 9.793165570488992e-05, "loss": 0.1559, "step": 22700 }, { "epoch": 2.1662619625767747, "grad_norm": 0.467052698135376, "learning_rate": 9.79268897149938e-05, "loss": 0.1612, "step": 22750 }, { "epoch": 2.1710231871637387, "grad_norm": 0.42239800095558167, "learning_rate": 9.79221237250977e-05, "loss": 0.1597, "step": 22800 }, { "epoch": 2.175784411750702, "grad_norm": 0.4856722354888916, "learning_rate": 9.791735773520161e-05, "loss": 0.1572, "step": 22850 }, { "epoch": 2.180545636337666, "grad_norm": 0.47815021872520447, "learning_rate": 9.79125917453055e-05, "loss": 0.1607, "step": 22900 }, { "epoch": 2.18530686092463, "grad_norm": 0.5437564849853516, "learning_rate": 9.79078257554094e-05, "loss": 0.1587, "step": 22950 }, { "epoch": 2.1900680855115935, "grad_norm": 0.42942744493484497, "learning_rate": 9.79030597655133e-05, "loss": 0.1564, "step": 23000 }, { "epoch": 2.1900680855115935, "eval_loss": 0.15535122156143188, "eval_mae": 0.6484833359718323, "eval_mse": 332.3757629394531, "eval_rmse": 18.231175577549934, "eval_runtime": 56.6725, "eval_samples_per_second": 10541.528, "eval_smape": 76.03496313095093, "eval_steps_per_second": 20.592, "step": 23000 }, { "epoch": 2.1948293100985574, "grad_norm": 0.5147453546524048, "learning_rate": 9.78982937756172e-05, "loss": 0.1584, "step": 23050 }, { "epoch": 2.1995905346855213, "grad_norm": 0.46314072608947754, "learning_rate": 9.78935277857211e-05, "loss": 0.1585, "step": 23100 }, { "epoch": 2.204351759272485, "grad_norm": 0.5470126867294312, "learning_rate": 9.7888761795825e-05, "loss": 0.1594, "step": 23150 }, { "epoch": 2.2091129838594488, "grad_norm": 0.5074204802513123, "learning_rate": 9.78839958059289e-05, "loss": 0.1576, "step": 23200 }, { "epoch": 2.2138742084464123, "grad_norm": 0.3913464844226837, "learning_rate": 9.78792298160328e-05, "loss": 0.1564, "step": 23250 }, { "epoch": 2.218635433033376, "grad_norm": 0.5663050413131714, "learning_rate": 9.78744638261367e-05, "loss": 0.1607, "step": 23300 }, { "epoch": 2.22339665762034, "grad_norm": 0.5126326084136963, "learning_rate": 9.78696978362406e-05, "loss": 0.1575, "step": 23350 }, { "epoch": 2.2281578822073036, "grad_norm": 0.531508207321167, "learning_rate": 9.786493184634448e-05, "loss": 0.1552, "step": 23400 }, { "epoch": 2.2329191067942675, "grad_norm": 0.42278382182121277, "learning_rate": 9.78601658564484e-05, "loss": 0.1563, "step": 23450 }, { "epoch": 2.2376803313812315, "grad_norm": 0.4637637436389923, "learning_rate": 9.78553998665523e-05, "loss": 0.1589, "step": 23500 }, { "epoch": 2.242441555968195, "grad_norm": 0.4949529767036438, "learning_rate": 9.785063387665618e-05, "loss": 0.1572, "step": 23550 }, { "epoch": 2.247202780555159, "grad_norm": 0.5856890678405762, "learning_rate": 9.78458678867601e-05, "loss": 0.1571, "step": 23600 }, { "epoch": 2.2519640051421224, "grad_norm": 0.6656904220581055, "learning_rate": 9.784110189686398e-05, "loss": 0.1578, "step": 23650 }, { "epoch": 2.2567252297290863, "grad_norm": 0.49895474314689636, "learning_rate": 9.783633590696788e-05, "loss": 0.1544, "step": 23700 }, { "epoch": 2.26148645431605, "grad_norm": 0.5674960017204285, "learning_rate": 9.783156991707178e-05, "loss": 0.1586, "step": 23750 }, { "epoch": 2.2662476789030137, "grad_norm": 0.6098377108573914, "learning_rate": 9.782680392717568e-05, "loss": 0.1563, "step": 23800 }, { "epoch": 2.2710089034899776, "grad_norm": 0.5532990097999573, "learning_rate": 9.782203793727958e-05, "loss": 0.1558, "step": 23850 }, { "epoch": 2.2757701280769416, "grad_norm": 0.44679224491119385, "learning_rate": 9.781727194738346e-05, "loss": 0.1582, "step": 23900 }, { "epoch": 2.280531352663905, "grad_norm": 0.5477356314659119, "learning_rate": 9.781250595748738e-05, "loss": 0.1583, "step": 23950 }, { "epoch": 2.285292577250869, "grad_norm": 0.5364423990249634, "learning_rate": 9.780773996759128e-05, "loss": 0.1568, "step": 24000 }, { "epoch": 2.285292577250869, "eval_loss": 0.15508916974067688, "eval_mae": 0.6528403162956238, "eval_mse": 356.0440979003906, "eval_rmse": 18.869130819950097, "eval_runtime": 55.4778, "eval_samples_per_second": 10768.544, "eval_smape": 92.25972294807434, "eval_steps_per_second": 21.035, "step": 24000 } ], "logging_steps": 50, "max_steps": 1050100, "num_input_tokens_seen": 0, "num_train_epochs": 100, "save_steps": 2000, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 3, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 4.560071489513472e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }