diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,4489 +1,371 @@ { - "best_metric": 42.71378740060809, - "best_model_checkpoint": "./whisper-small-ka/checkpoint-14500", - "epoch": 3.7697914048755967, - "eval_steps": 500, - "global_step": 15000, + "best_metric": 41.511269513669795, + "best_model_checkpoint": "./whisper-small-all-ka/checkpoint-8000", + "epoch": 3.9623576027736505, + "eval_steps": 1000, + "global_step": 8000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { - "epoch": 0.008451656524678837, - "grad_norm": 7.251798629760742, - "learning_rate": 4.6000000000000004e-07, - "loss": 1.7697, - "step": 25 - }, - { - "epoch": 0.016903313049357674, - "grad_norm": 6.12908935546875, - "learning_rate": 9.600000000000001e-07, - "loss": 1.6874, - "step": 50 - }, - { - "epoch": 0.02535496957403651, - "grad_norm": 6.023613452911377, - "learning_rate": 1.46e-06, - "loss": 1.5915, - "step": 75 - }, - { - "epoch": 0.03380662609871535, - "grad_norm": 8.941411972045898, - "learning_rate": 1.9600000000000003e-06, - "loss": 1.3679, - "step": 100 - }, - { - "epoch": 0.042258282623394185, - "grad_norm": 6.101173400878906, - "learning_rate": 2.46e-06, - "loss": 0.9502, - "step": 125 - }, - { - "epoch": 0.05070993914807302, - "grad_norm": 6.879887580871582, - "learning_rate": 2.96e-06, - "loss": 0.6954, - "step": 150 - }, - { - "epoch": 0.05916159567275186, - "grad_norm": 5.129401206970215, - "learning_rate": 3.46e-06, - "loss": 0.5745, - "step": 175 - }, - { - "epoch": 0.0676132521974307, - "grad_norm": 6.113542079925537, - "learning_rate": 3.96e-06, - "loss": 0.4604, + "epoch": 0.09905894006934125, + "grad_norm": 2.2366678714752197, + "learning_rate": 2.0000000000000003e-06, + "loss": 1.2185, "step": 200 }, { - "epoch": 0.07606490872210954, - "grad_norm": 5.392640590667725, - "learning_rate": 4.4600000000000005e-06, - "loss": 0.4114, - "step": 225 - }, - { - "epoch": 0.08451656524678837, - "grad_norm": 5.14113712310791, - "learning_rate": 4.960000000000001e-06, - "loss": 0.3859, - "step": 250 - }, - { - "epoch": 0.09296822177146721, - "grad_norm": 3.8609211444854736, - "learning_rate": 5.460000000000001e-06, - "loss": 0.3692, - "step": 275 - }, - { - "epoch": 0.10141987829614604, - "grad_norm": 4.686000823974609, - "learning_rate": 5.9600000000000005e-06, - "loss": 0.3298, - "step": 300 - }, - { - "epoch": 0.10987153482082489, - "grad_norm": 5.032454490661621, - "learning_rate": 6.460000000000001e-06, - "loss": 0.2976, - "step": 325 - }, - { - "epoch": 0.11832319134550372, - "grad_norm": 3.724012851715088, - "learning_rate": 6.96e-06, - "loss": 0.309, - "step": 350 - }, - { - "epoch": 0.12677484787018256, - "grad_norm": 3.2685935497283936, - "learning_rate": 7.4600000000000006e-06, - "loss": 0.2897, - "step": 375 - }, - { - "epoch": 0.1352265043948614, - "grad_norm": 3.796637535095215, - "learning_rate": 7.960000000000002e-06, - "loss": 0.2763, + "epoch": 0.1981178801386825, + "grad_norm": 2.3154804706573486, + "learning_rate": 4.000000000000001e-06, + "loss": 0.3894, "step": 400 }, { - "epoch": 0.14367816091954022, - "grad_norm": 6.331181049346924, - "learning_rate": 8.46e-06, - "loss": 0.2714, - "step": 425 - }, - { - "epoch": 0.15212981744421908, - "grad_norm": 4.792943000793457, - "learning_rate": 8.96e-06, - "loss": 0.2718, - "step": 450 - }, - { - "epoch": 0.1605814739688979, - "grad_norm": 3.872354507446289, - "learning_rate": 9.460000000000001e-06, - "loss": 0.2692, - "step": 475 - }, - { - "epoch": 0.16903313049357674, - "grad_norm": 3.859339475631714, - "learning_rate": 9.960000000000001e-06, - "loss": 0.2612, - "step": 500 - }, - { - "epoch": 0.16903313049357674, - "eval_loss": 0.26686015725135803, - "eval_runtime": 8169.6122, - "eval_samples_per_second": 1.79, - "eval_steps_per_second": 0.224, - "eval_wer": 61.611321105313856, - "step": 500 - }, - { - "epoch": 0.17748478701825557, - "grad_norm": 3.6627910137176514, - "learning_rate": 9.975789473684211e-06, - "loss": 0.2347, - "step": 525 - }, - { - "epoch": 0.18593644354293443, - "grad_norm": 3.168164014816284, - "learning_rate": 9.949473684210526e-06, - "loss": 0.2438, - "step": 550 - }, - { - "epoch": 0.19438810006761326, - "grad_norm": 2.521146297454834, - "learning_rate": 9.923157894736844e-06, - "loss": 0.2238, - "step": 575 - }, - { - "epoch": 0.2028397565922921, - "grad_norm": 4.583806991577148, - "learning_rate": 9.89684210526316e-06, - "loss": 0.2412, + "epoch": 0.2971768202080238, + "grad_norm": 2.071636915206909, + "learning_rate": 6e-06, + "loss": 0.2868, "step": 600 }, { - "epoch": 0.21129141311697092, - "grad_norm": 3.045239210128784, - "learning_rate": 9.870526315789474e-06, - "loss": 0.2155, - "step": 625 - }, - { - "epoch": 0.21974306964164977, - "grad_norm": 3.3001856803894043, - "learning_rate": 9.84421052631579e-06, - "loss": 0.2382, - "step": 650 - }, - { - "epoch": 0.2281947261663286, - "grad_norm": 3.613844871520996, - "learning_rate": 9.817894736842106e-06, - "loss": 0.2266, - "step": 675 - }, - { - "epoch": 0.23664638269100743, - "grad_norm": 3.4819045066833496, - "learning_rate": 9.791578947368422e-06, - "loss": 0.199, - "step": 700 - }, - { - "epoch": 0.24509803921568626, - "grad_norm": 3.3764617443084717, - "learning_rate": 9.765263157894737e-06, - "loss": 0.1981, - "step": 725 - }, - { - "epoch": 0.2535496957403651, - "grad_norm": 2.9908406734466553, - "learning_rate": 9.738947368421054e-06, - "loss": 0.2129, - "step": 750 - }, - { - "epoch": 0.26200135226504395, - "grad_norm": 3.408409833908081, - "learning_rate": 9.712631578947369e-06, - "loss": 0.2171, - "step": 775 - }, - { - "epoch": 0.2704530087897228, - "grad_norm": 3.7549092769622803, - "learning_rate": 9.686315789473684e-06, - "loss": 0.2112, + "epoch": 0.396235760277365, + "grad_norm": 1.6677467823028564, + "learning_rate": 8.000000000000001e-06, + "loss": 0.241, "step": 800 }, { - "epoch": 0.2789046653144016, - "grad_norm": 3.1782822608947754, - "learning_rate": 9.66e-06, - "loss": 0.2224, - "step": 825 - }, - { - "epoch": 0.28735632183908044, - "grad_norm": 3.1413159370422363, - "learning_rate": 9.633684210526316e-06, - "loss": 0.1974, - "step": 850 - }, - { - "epoch": 0.29580797836375927, - "grad_norm": 3.027810573577881, - "learning_rate": 9.607368421052632e-06, - "loss": 0.2078, - "step": 875 - }, - { - "epoch": 0.30425963488843816, - "grad_norm": 2.7142438888549805, - "learning_rate": 9.581052631578947e-06, - "loss": 0.209, - "step": 900 - }, - { - "epoch": 0.312711291413117, - "grad_norm": 2.405505895614624, - "learning_rate": 9.554736842105264e-06, - "loss": 0.1896, - "step": 925 - }, - { - "epoch": 0.3211629479377958, - "grad_norm": 3.2011518478393555, - "learning_rate": 9.52842105263158e-06, - "loss": 0.1906, - "step": 950 - }, - { - "epoch": 0.32961460446247465, - "grad_norm": 3.0706121921539307, - "learning_rate": 9.502105263157896e-06, - "loss": 0.1677, - "step": 975 - }, - { - "epoch": 0.3380662609871535, - "grad_norm": 2.0819201469421387, - "learning_rate": 9.475789473684212e-06, - "loss": 0.1919, + "epoch": 0.4952947003467063, + "grad_norm": 2.1703829765319824, + "learning_rate": 1e-05, + "loss": 0.2149, "step": 1000 }, { - "epoch": 0.3380662609871535, - "eval_loss": 0.2120433747768402, - "eval_runtime": 8173.558, - "eval_samples_per_second": 1.79, - "eval_steps_per_second": 0.224, - "eval_wer": 54.19627095935024, + "epoch": 0.4952947003467063, + "eval_loss": 0.20653420686721802, + "eval_runtime": 3478.9242, + "eval_samples_per_second": 2.805, + "eval_steps_per_second": 0.351, + "eval_wer": 54.861029030703634, "step": 1000 }, { - "epoch": 0.3465179175118323, - "grad_norm": 4.2216315269470215, - "learning_rate": 9.449473684210527e-06, - "loss": 0.181, - "step": 1025 - }, - { - "epoch": 0.35496957403651114, - "grad_norm": 3.4836745262145996, - "learning_rate": 9.423157894736842e-06, - "loss": 0.187, - "step": 1050 - }, - { - "epoch": 0.36342123056118997, - "grad_norm": 2.6206018924713135, - "learning_rate": 9.396842105263159e-06, - "loss": 0.1634, - "step": 1075 - }, - { - "epoch": 0.37187288708586885, - "grad_norm": 1.9824305772781372, - "learning_rate": 9.370526315789474e-06, - "loss": 0.1835, - "step": 1100 - }, - { - "epoch": 0.3803245436105477, - "grad_norm": 3.2038474082946777, - "learning_rate": 9.34421052631579e-06, - "loss": 0.1849, - "step": 1125 - }, - { - "epoch": 0.3887762001352265, - "grad_norm": 2.054469108581543, - "learning_rate": 9.317894736842105e-06, - "loss": 0.1739, - "step": 1150 - }, - { - "epoch": 0.39722785665990534, - "grad_norm": 3.952493190765381, - "learning_rate": 9.291578947368422e-06, - "loss": 0.193, - "step": 1175 - }, - { - "epoch": 0.4056795131845842, - "grad_norm": 2.7407076358795166, - "learning_rate": 9.265263157894737e-06, - "loss": 0.1709, + "epoch": 0.5943536404160475, + "grad_norm": 1.6030035018920898, + "learning_rate": 9.94921279837481e-06, + "loss": 0.1983, "step": 1200 }, { - "epoch": 0.414131169709263, - "grad_norm": 2.922785758972168, - "learning_rate": 9.238947368421052e-06, - "loss": 0.1782, - "step": 1225 - }, - { - "epoch": 0.42258282623394183, - "grad_norm": 2.69055438041687, - "learning_rate": 9.21263157894737e-06, - "loss": 0.1596, - "step": 1250 - }, - { - "epoch": 0.43103448275862066, - "grad_norm": 2.2836110591888428, - "learning_rate": 9.186315789473685e-06, - "loss": 0.1747, - "step": 1275 - }, - { - "epoch": 0.43948613928329955, - "grad_norm": 3.7077369689941406, - "learning_rate": 9.16e-06, - "loss": 0.1669, - "step": 1300 - }, - { - "epoch": 0.4479377958079784, - "grad_norm": 2.6970176696777344, - "learning_rate": 9.133684210526317e-06, - "loss": 0.1501, - "step": 1325 - }, - { - "epoch": 0.4563894523326572, - "grad_norm": 2.819770097732544, - "learning_rate": 9.107368421052632e-06, - "loss": 0.1559, - "step": 1350 - }, - { - "epoch": 0.46484110885733604, - "grad_norm": 2.728736400604248, - "learning_rate": 9.081052631578949e-06, - "loss": 0.1865, - "step": 1375 - }, - { - "epoch": 0.47329276538201487, - "grad_norm": 2.9660186767578125, - "learning_rate": 9.054736842105264e-06, - "loss": 0.1664, + "epoch": 0.6934125804853888, + "grad_norm": 2.294896125793457, + "learning_rate": 9.89842559674962e-06, + "loss": 0.1817, "step": 1400 }, { - "epoch": 0.4817444219066937, - "grad_norm": 2.8889880180358887, - "learning_rate": 9.02842105263158e-06, - "loss": 0.1533, - "step": 1425 - }, - { - "epoch": 0.49019607843137253, - "grad_norm": 2.158355474472046, - "learning_rate": 9.002105263157895e-06, - "loss": 0.1494, - "step": 1450 - }, - { - "epoch": 0.49864773495605136, - "grad_norm": 2.2264366149902344, - "learning_rate": 8.97578947368421e-06, - "loss": 0.1551, - "step": 1475 - }, - { - "epoch": 0.5070993914807302, - "grad_norm": 2.8769357204437256, - "learning_rate": 8.949473684210527e-06, - "loss": 0.1706, - "step": 1500 - }, - { - "epoch": 0.5070993914807302, - "eval_loss": 0.19238848984241486, - "eval_runtime": 8175.5745, - "eval_samples_per_second": 1.789, - "eval_steps_per_second": 0.224, - "eval_wer": 51.696552128819626, - "step": 1500 - }, - { - "epoch": 0.5155510480054091, - "grad_norm": 2.3073925971984863, - "learning_rate": 8.923157894736842e-06, - "loss": 0.1645, - "step": 1525 - }, - { - "epoch": 0.5240027045300879, - "grad_norm": 2.7228150367736816, - "learning_rate": 8.896842105263159e-06, - "loss": 0.1333, - "step": 1550 - }, - { - "epoch": 0.5324543610547667, - "grad_norm": 1.97380530834198, - "learning_rate": 8.870526315789474e-06, - "loss": 0.1557, - "step": 1575 - }, - { - "epoch": 0.5409060175794456, - "grad_norm": 2.8810389041900635, - "learning_rate": 8.84421052631579e-06, - "loss": 0.1578, + "epoch": 0.79247152055473, + "grad_norm": 1.2499381303787231, + "learning_rate": 9.84763839512443e-06, + "loss": 0.1717, "step": 1600 }, { - "epoch": 0.5493576741041244, - "grad_norm": 2.2714059352874756, - "learning_rate": 8.817894736842107e-06, - "loss": 0.138, - "step": 1625 - }, - { - "epoch": 0.5578093306288032, - "grad_norm": 1.7381818294525146, - "learning_rate": 8.791578947368422e-06, - "loss": 0.1486, - "step": 1650 - }, - { - "epoch": 0.566260987153482, - "grad_norm": 3.1913645267486572, - "learning_rate": 8.765263157894739e-06, - "loss": 0.1431, - "step": 1675 - }, - { - "epoch": 0.5747126436781609, - "grad_norm": 2.8816912174224854, - "learning_rate": 8.738947368421053e-06, - "loss": 0.1592, - "step": 1700 - }, - { - "epoch": 0.5831643002028397, - "grad_norm": 2.4529218673706055, - "learning_rate": 8.712631578947368e-06, - "loss": 0.1554, - "step": 1725 - }, - { - "epoch": 0.5916159567275185, - "grad_norm": 1.9601649045944214, - "learning_rate": 8.686315789473685e-06, - "loss": 0.135, - "step": 1750 - }, - { - "epoch": 0.6000676132521975, - "grad_norm": 2.27895188331604, - "learning_rate": 8.66e-06, - "loss": 0.1559, - "step": 1775 - }, - { - "epoch": 0.6085192697768763, - "grad_norm": 2.6185851097106934, - "learning_rate": 8.633684210526317e-06, - "loss": 0.1491, + "epoch": 0.8915304606240714, + "grad_norm": 1.322660207748413, + "learning_rate": 9.796851193499239e-06, + "loss": 0.165, "step": 1800 }, { - "epoch": 0.6169709263015551, - "grad_norm": 2.6344733238220215, - "learning_rate": 8.607368421052632e-06, - "loss": 0.1277, - "step": 1825 - }, - { - "epoch": 0.625422582826234, - "grad_norm": 2.459585189819336, - "learning_rate": 8.581052631578948e-06, - "loss": 0.1367, - "step": 1850 - }, - { - "epoch": 0.6338742393509128, - "grad_norm": 2.8337063789367676, - "learning_rate": 8.554736842105263e-06, - "loss": 0.1354, - "step": 1875 - }, - { - "epoch": 0.6423258958755916, - "grad_norm": 1.8884564638137817, - "learning_rate": 8.528421052631578e-06, - "loss": 0.1335, - "step": 1900 - }, - { - "epoch": 0.6507775524002705, - "grad_norm": 1.8263589143753052, - "learning_rate": 8.502105263157897e-06, - "loss": 0.1465, - "step": 1925 - }, - { - "epoch": 0.6592292089249493, - "grad_norm": 1.995797038078308, - "learning_rate": 8.475789473684212e-06, - "loss": 0.141, - "step": 1950 - }, - { - "epoch": 0.6676808654496281, - "grad_norm": 2.030308961868286, - "learning_rate": 8.449473684210527e-06, - "loss": 0.1368, - "step": 1975 - }, - { - "epoch": 0.676132521974307, - "grad_norm": 1.9444704055786133, - "learning_rate": 8.423157894736843e-06, - "loss": 0.1398, + "epoch": 0.9905894006934126, + "grad_norm": 1.1454402208328247, + "learning_rate": 9.746063991874048e-06, + "loss": 0.1589, "step": 2000 }, { - "epoch": 0.676132521974307, - "eval_loss": 0.18893150985240936, - "eval_runtime": 9002.7886, - "eval_samples_per_second": 1.625, - "eval_steps_per_second": 0.203, - "eval_wer": 48.848672146618874, + "epoch": 0.9905894006934126, + "eval_loss": 0.16001442074775696, + "eval_runtime": 3476.6879, + "eval_samples_per_second": 2.807, + "eval_steps_per_second": 0.351, + "eval_wer": 47.45924518352169, "step": 2000 }, { - "epoch": 0.6845841784989858, - "grad_norm": 2.6425070762634277, - "learning_rate": 8.396842105263158e-06, - "loss": 0.1373, - "step": 2025 - }, - { - "epoch": 0.6930358350236646, - "grad_norm": 2.495431900024414, - "learning_rate": 8.370526315789475e-06, - "loss": 0.143, - "step": 2050 - }, - { - "epoch": 0.7014874915483434, - "grad_norm": 1.92854642868042, - "learning_rate": 8.34421052631579e-06, - "loss": 0.144, - "step": 2075 - }, - { - "epoch": 0.7099391480730223, - "grad_norm": 2.4910595417022705, - "learning_rate": 8.317894736842107e-06, - "loss": 0.1222, - "step": 2100 - }, - { - "epoch": 0.7183908045977011, - "grad_norm": 2.873384475708008, - "learning_rate": 8.291578947368422e-06, - "loss": 0.1341, - "step": 2125 - }, - { - "epoch": 0.7268424611223799, - "grad_norm": 2.113551616668701, - "learning_rate": 8.265263157894737e-06, - "loss": 0.1372, - "step": 2150 - }, - { - "epoch": 0.7352941176470589, - "grad_norm": 2.322167158126831, - "learning_rate": 8.238947368421053e-06, - "loss": 0.1451, - "step": 2175 - }, - { - "epoch": 0.7437457741717377, - "grad_norm": 1.3647667169570923, - "learning_rate": 8.212631578947368e-06, - "loss": 0.1334, + "epoch": 1.0896483407627537, + "grad_norm": 1.3895001411437988, + "learning_rate": 9.695276790248857e-06, + "loss": 0.1459, "step": 2200 }, { - "epoch": 0.7521974306964165, - "grad_norm": 1.4476187229156494, - "learning_rate": 8.186315789473685e-06, - "loss": 0.1293, - "step": 2225 - }, - { - "epoch": 0.7606490872210954, - "grad_norm": 2.103031635284424, - "learning_rate": 8.16e-06, - "loss": 0.1414, - "step": 2250 - }, - { - "epoch": 0.7691007437457742, - "grad_norm": 2.4936468601226807, - "learning_rate": 8.133684210526316e-06, - "loss": 0.1333, - "step": 2275 - }, - { - "epoch": 0.777552400270453, - "grad_norm": 2.8524506092071533, - "learning_rate": 8.107368421052633e-06, - "loss": 0.1502, - "step": 2300 - }, - { - "epoch": 0.7860040567951319, - "grad_norm": 1.78004789352417, - "learning_rate": 8.081052631578948e-06, - "loss": 0.1416, - "step": 2325 - }, - { - "epoch": 0.7944557133198107, - "grad_norm": 2.4518020153045654, - "learning_rate": 8.054736842105265e-06, - "loss": 0.1305, - "step": 2350 - }, - { - "epoch": 0.8029073698444895, - "grad_norm": 1.6946748495101929, - "learning_rate": 8.02842105263158e-06, - "loss": 0.1277, - "step": 2375 - }, - { - "epoch": 0.8113590263691683, - "grad_norm": 2.044149160385132, - "learning_rate": 8.002105263157895e-06, - "loss": 0.1342, + "epoch": 1.188707280832095, + "grad_norm": 1.2915339469909668, + "learning_rate": 9.644489588623668e-06, + "loss": 0.1432, "step": 2400 }, { - "epoch": 0.8198106828938472, - "grad_norm": 2.5751612186431885, - "learning_rate": 7.975789473684211e-06, - "loss": 0.1382, - "step": 2425 - }, - { - "epoch": 0.828262339418526, - "grad_norm": 2.957038164138794, - "learning_rate": 7.949473684210526e-06, - "loss": 0.1238, - "step": 2450 - }, - { - "epoch": 0.8367139959432048, - "grad_norm": 1.6040945053100586, - "learning_rate": 7.923157894736843e-06, - "loss": 0.1382, - "step": 2475 - }, - { - "epoch": 0.8451656524678837, - "grad_norm": 2.2693052291870117, - "learning_rate": 7.896842105263158e-06, - "loss": 0.1317, - "step": 2500 - }, - { - "epoch": 0.8451656524678837, - "eval_loss": 0.1813763976097107, - "eval_runtime": 8337.7114, - "eval_samples_per_second": 1.754, - "eval_steps_per_second": 0.219, - "eval_wer": 47.81250152809494, - "step": 2500 - }, - { - "epoch": 0.8536173089925625, - "grad_norm": 1.6725122928619385, - "learning_rate": 7.870526315789475e-06, - "loss": 0.123, - "step": 2525 - }, - { - "epoch": 0.8620689655172413, - "grad_norm": 2.4779107570648193, - "learning_rate": 7.84421052631579e-06, - "loss": 0.1202, - "step": 2550 - }, - { - "epoch": 0.8705206220419203, - "grad_norm": 2.3893909454345703, - "learning_rate": 7.817894736842105e-06, - "loss": 0.1197, - "step": 2575 - }, - { - "epoch": 0.8789722785665991, - "grad_norm": 1.9995834827423096, - "learning_rate": 7.791578947368423e-06, + "epoch": 1.2877662209014362, + "grad_norm": 1.4027740955352783, + "learning_rate": 9.593702386998477e-06, "loss": 0.1396, "step": 2600 }, { - "epoch": 0.8874239350912779, - "grad_norm": 2.6336281299591064, - "learning_rate": 7.765263157894738e-06, - "loss": 0.1295, - "step": 2625 - }, - { - "epoch": 0.8958755916159568, - "grad_norm": 2.0509071350097656, - "learning_rate": 7.738947368421053e-06, - "loss": 0.1184, - "step": 2650 - }, - { - "epoch": 0.9043272481406356, - "grad_norm": 2.0094475746154785, - "learning_rate": 7.71263157894737e-06, - "loss": 0.1275, - "step": 2675 - }, - { - "epoch": 0.9127789046653144, - "grad_norm": 1.5212738513946533, - "learning_rate": 7.686315789473685e-06, - "loss": 0.1129, - "step": 2700 - }, - { - "epoch": 0.9212305611899932, - "grad_norm": 1.1331150531768799, - "learning_rate": 7.660000000000001e-06, - "loss": 0.1195, - "step": 2725 - }, - { - "epoch": 0.9296822177146721, - "grad_norm": 2.1462574005126953, - "learning_rate": 7.633684210526316e-06, - "loss": 0.1191, - "step": 2750 - }, - { - "epoch": 0.9381338742393509, - "grad_norm": 2.8891022205352783, - "learning_rate": 7.607368421052632e-06, - "loss": 0.1369, - "step": 2775 - }, - { - "epoch": 0.9465855307640297, - "grad_norm": 1.5433547496795654, - "learning_rate": 7.581052631578948e-06, - "loss": 0.1233, + "epoch": 1.3868251609707776, + "grad_norm": 1.3594259023666382, + "learning_rate": 9.542915185373287e-06, + "loss": 0.1359, "step": 2800 }, { - "epoch": 0.9550371872887086, - "grad_norm": 1.6972781419754028, - "learning_rate": 7.554736842105264e-06, - "loss": 0.1358, - "step": 2825 - }, - { - "epoch": 0.9634888438133874, - "grad_norm": 1.8598979711532593, - "learning_rate": 7.5284210526315794e-06, - "loss": 0.1203, - "step": 2850 - }, - { - "epoch": 0.9719405003380662, - "grad_norm": 2.7386326789855957, - "learning_rate": 7.502105263157895e-06, - "loss": 0.1122, - "step": 2875 + "epoch": 1.485884101040119, + "grad_norm": 1.2143176794052124, + "learning_rate": 9.492127983748096e-06, + "loss": 0.1332, + "step": 3000 }, { - "epoch": 0.9803921568627451, - "grad_norm": 1.9333444833755493, - "learning_rate": 7.475789473684211e-06, - "loss": 0.1278, - "step": 2900 + "epoch": 1.485884101040119, + "eval_loss": 0.14520840346813202, + "eval_runtime": 3482.9046, + "eval_samples_per_second": 2.802, + "eval_steps_per_second": 0.35, + "eval_wer": 45.08623746442761, + "step": 3000 }, { - "epoch": 0.9888438133874239, - "grad_norm": 2.209989070892334, - "learning_rate": 7.449473684210526e-06, - "loss": 0.1176, - "step": 2925 + "epoch": 1.5849430411094603, + "grad_norm": 1.00477135181427, + "learning_rate": 9.441340782122905e-06, + "loss": 0.133, + "step": 3200 }, { - "epoch": 0.9972954699121027, - "grad_norm": 1.7954308986663818, - "learning_rate": 7.4231578947368436e-06, - "loss": 0.123, - "step": 2950 + "epoch": 1.6840019811788014, + "grad_norm": 1.0558192729949951, + "learning_rate": 9.390553580497716e-06, + "loss": 0.1294, + "step": 3400 }, { - "epoch": 1.0057471264367817, - "grad_norm": 2.3497698307037354, - "learning_rate": 7.3968421052631585e-06, - "loss": 0.1234, - "step": 2975 + "epoch": 1.7830609212481425, + "grad_norm": 1.1081092357635498, + "learning_rate": 9.339766378872525e-06, + "loss": 0.1296, + "step": 3600 }, { - "epoch": 1.0141987829614605, - "grad_norm": 2.3470804691314697, - "learning_rate": 7.370526315789474e-06, - "loss": 0.1015, - "step": 3000 + "epoch": 1.8821198613174839, + "grad_norm": 1.0857079029083252, + "learning_rate": 9.288979177247334e-06, + "loss": 0.1262, + "step": 3800 }, { - "epoch": 1.0141987829614605, - "eval_loss": 0.18137025833129883, - "eval_runtime": 8405.7063, - "eval_samples_per_second": 1.74, - "eval_steps_per_second": 0.218, - "eval_wer": 47.43940186696528, - "step": 3000 + "epoch": 1.9811788013868252, + "grad_norm": 0.9101235866546631, + "learning_rate": 9.238191975622143e-06, + "loss": 0.1259, + "step": 4000 }, { - "epoch": 1.0226504394861393, - "grad_norm": 1.895668864250183, - "learning_rate": 7.34421052631579e-06, - "loss": 0.1106, - "step": 3025 + "epoch": 1.9811788013868252, + "eval_loss": 0.13690388202667236, + "eval_runtime": 3481.4796, + "eval_samples_per_second": 2.803, + "eval_steps_per_second": 0.35, + "eval_wer": 43.51605189704238, + "step": 4000 }, { - "epoch": 1.0311020960108181, - "grad_norm": 1.3763364553451538, - "learning_rate": 7.317894736842106e-06, - "loss": 0.0896, - "step": 3050 + "epoch": 2.0802377414561666, + "grad_norm": 1.0484652519226074, + "learning_rate": 9.18765871000508e-06, + "loss": 0.1131, + "step": 4200 }, { - "epoch": 1.039553752535497, - "grad_norm": 1.778601884841919, - "learning_rate": 7.291578947368422e-06, - "loss": 0.1068, - "step": 3075 + "epoch": 2.1792966815255075, + "grad_norm": 1.1338391304016113, + "learning_rate": 9.13687150837989e-06, + "loss": 0.1112, + "step": 4400 }, { - "epoch": 1.0480054090601758, - "grad_norm": 1.7413523197174072, - "learning_rate": 7.265263157894738e-06, - "loss": 0.0941, - "step": 3100 + "epoch": 2.278355621594849, + "grad_norm": 0.9634003043174744, + "learning_rate": 9.086084306754698e-06, + "loss": 0.1106, + "step": 4600 }, { - "epoch": 1.0564570655848546, - "grad_norm": 1.7844879627227783, - "learning_rate": 7.2389473684210534e-06, - "loss": 0.098, - "step": 3125 + "epoch": 2.37741456166419, + "grad_norm": 0.9234340786933899, + "learning_rate": 9.035297105129508e-06, + "loss": 0.1094, + "step": 4800 }, { - "epoch": 1.0649087221095335, - "grad_norm": 1.9690433740615845, - "learning_rate": 7.212631578947369e-06, - "loss": 0.1019, - "step": 3150 + "epoch": 2.4764735017335315, + "grad_norm": 1.1325962543487549, + "learning_rate": 8.984509903504318e-06, + "loss": 0.11, + "step": 5000 }, { - "epoch": 1.0733603786342123, - "grad_norm": 1.6368364095687866, - "learning_rate": 7.186315789473684e-06, - "loss": 0.0997, - "step": 3175 + "epoch": 2.4764735017335315, + "eval_loss": 0.1342398077249527, + "eval_runtime": 3538.4773, + "eval_samples_per_second": 2.758, + "eval_steps_per_second": 0.345, + "eval_wer": 42.52138889141444, + "step": 5000 }, { - "epoch": 1.0818120351588911, - "grad_norm": 1.9386001825332642, - "learning_rate": 7.16e-06, - "loss": 0.0877, - "step": 3200 + "epoch": 2.5755324418028724, + "grad_norm": 0.9091247916221619, + "learning_rate": 8.933722701879128e-06, + "loss": 0.1098, + "step": 5200 }, { - "epoch": 1.09026369168357, - "grad_norm": 1.983993411064148, - "learning_rate": 7.133684210526316e-06, + "epoch": 2.6745913818722142, + "grad_norm": 0.9756883978843689, + "learning_rate": 8.882935500253937e-06, "loss": 0.107, - "step": 3225 - }, - { - "epoch": 1.0987153482082488, - "grad_norm": 1.3441216945648193, - "learning_rate": 7.107368421052632e-06, - "loss": 0.1085, - "step": 3250 - }, - { - "epoch": 1.1071670047329276, - "grad_norm": 2.490309238433838, - "learning_rate": 7.0810526315789475e-06, - "loss": 0.1067, - "step": 3275 - }, - { - "epoch": 1.1156186612576064, - "grad_norm": 1.403867483139038, - "learning_rate": 7.054736842105264e-06, - "loss": 0.0971, - "step": 3300 + "step": 5400 }, { - "epoch": 1.1240703177822853, - "grad_norm": 2.164853096008301, - "learning_rate": 7.02842105263158e-06, - "loss": 0.1001, - "step": 3325 + "epoch": 2.773650321941555, + "grad_norm": 1.0698374509811401, + "learning_rate": 8.832148298628746e-06, + "loss": 0.1076, + "step": 5600 }, { - "epoch": 1.132521974306964, - "grad_norm": 1.6618404388427734, - "learning_rate": 7.002105263157896e-06, - "loss": 0.1215, - "step": 3350 + "epoch": 2.8727092620108965, + "grad_norm": 1.0525143146514893, + "learning_rate": 8.781361097003555e-06, + "loss": 0.1069, + "step": 5800 }, { - "epoch": 1.140973630831643, - "grad_norm": 0.8422718048095703, - "learning_rate": 6.975789473684212e-06, - "loss": 0.0979, - "step": 3375 + "epoch": 2.971768202080238, + "grad_norm": 0.9000458717346191, + "learning_rate": 8.730573895378366e-06, + "loss": 0.1071, + "step": 6000 }, { - "epoch": 1.1494252873563218, - "grad_norm": 2.008251905441284, - "learning_rate": 6.9494736842105275e-06, - "loss": 0.0979, - "step": 3400 + "epoch": 2.971768202080238, + "eval_loss": 0.13021869957447052, + "eval_runtime": 3466.5665, + "eval_samples_per_second": 2.815, + "eval_steps_per_second": 0.352, + "eval_wer": 42.22862701955686, + "step": 6000 }, { - "epoch": 1.1578769438810006, - "grad_norm": 1.493073582649231, - "learning_rate": 6.9231578947368424e-06, - "loss": 0.1067, - "step": 3425 + "epoch": 3.070827142149579, + "grad_norm": 0.9356966018676758, + "learning_rate": 8.679786693753175e-06, + "loss": 0.0966, + "step": 6200 }, { - "epoch": 1.1663286004056794, - "grad_norm": 1.2973432540893555, - "learning_rate": 6.896842105263158e-06, - "loss": 0.0844, - "step": 3450 + "epoch": 3.16988608221892, + "grad_norm": 0.8852076530456543, + "learning_rate": 8.628999492127984e-06, + "loss": 0.0935, + "step": 6400 }, { - "epoch": 1.1747802569303583, - "grad_norm": 1.9988205432891846, - "learning_rate": 6.870526315789474e-06, - "loss": 0.1018, - "step": 3475 + "epoch": 3.2689450222882614, + "grad_norm": 0.8325952291488647, + "learning_rate": 8.578212290502793e-06, + "loss": 0.0928, + "step": 6600 }, { - "epoch": 1.183231913455037, - "grad_norm": 2.0083346366882324, - "learning_rate": 6.84421052631579e-06, - "loss": 0.1093, - "step": 3500 + "epoch": 3.368003962357603, + "grad_norm": 0.9712433218955994, + "learning_rate": 8.527425088877603e-06, + "loss": 0.0925, + "step": 6800 }, { - "epoch": 1.183231913455037, - "eval_loss": 0.1796853244304657, - "eval_runtime": 8340.7798, - "eval_samples_per_second": 1.754, - "eval_steps_per_second": 0.219, - "eval_wer": 46.34797533532515, - "step": 3500 + "epoch": 3.467062902426944, + "grad_norm": 0.8990651369094849, + "learning_rate": 8.476637887252413e-06, + "loss": 0.0932, + "step": 7000 }, { - "epoch": 1.1916835699797161, - "grad_norm": 1.823431372642517, - "learning_rate": 6.817894736842106e-06, - "loss": 0.0996, - "step": 3525 + "epoch": 3.467062902426944, + "eval_loss": 0.1307862401008606, + "eval_runtime": 3471.2099, + "eval_samples_per_second": 2.811, + "eval_steps_per_second": 0.351, + "eval_wer": 41.745842690499785, + "step": 7000 }, { - "epoch": 1.2001352265043947, - "grad_norm": 2.2880189418792725, - "learning_rate": 6.7915789473684215e-06, - "loss": 0.1032, - "step": 3550 + "epoch": 3.566121842496285, + "grad_norm": 0.9829621911048889, + "learning_rate": 8.425850685627223e-06, + "loss": 0.0923, + "step": 7200 }, { - "epoch": 1.2085868830290738, - "grad_norm": 1.070098876953125, - "learning_rate": 6.765263157894737e-06, - "loss": 0.1062, - "step": 3575 + "epoch": 3.6651807825656264, + "grad_norm": 1.0099509954452515, + "learning_rate": 8.375063484002032e-06, + "loss": 0.0926, + "step": 7400 }, { - "epoch": 1.2170385395537526, - "grad_norm": 2.1815688610076904, - "learning_rate": 6.738947368421052e-06, - "loss": 0.1148, - "step": 3600 + "epoch": 3.7642397226349678, + "grad_norm": 0.8921763896942139, + "learning_rate": 8.324276282376843e-06, + "loss": 0.0921, + "step": 7600 }, { - "epoch": 1.2254901960784315, - "grad_norm": 2.817481756210327, - "learning_rate": 6.71263157894737e-06, - "loss": 0.0933, - "step": 3625 + "epoch": 3.863298662704309, + "grad_norm": 0.9494955539703369, + "learning_rate": 8.273489080751652e-06, + "loss": 0.0925, + "step": 7800 }, { - "epoch": 1.2339418526031103, - "grad_norm": 1.8840892314910889, - "learning_rate": 6.686315789473685e-06, - "loss": 0.0965, - "step": 3650 + "epoch": 3.9623576027736505, + "grad_norm": 0.8222095966339111, + "learning_rate": 8.222701879126461e-06, + "loss": 0.0916, + "step": 8000 }, { - "epoch": 1.2423935091277891, - "grad_norm": 2.0833046436309814, - "learning_rate": 6.660000000000001e-06, - "loss": 0.1168, - "step": 3675 - }, - { - "epoch": 1.250845165652468, - "grad_norm": 1.6042765378952026, - "learning_rate": 6.6336842105263164e-06, - "loss": 0.1033, - "step": 3700 - }, - { - "epoch": 1.2592968221771468, - "grad_norm": 1.8703746795654297, - "learning_rate": 6.607368421052632e-06, - "loss": 0.0969, - "step": 3725 - }, - { - "epoch": 1.2677484787018256, - "grad_norm": 1.789585828781128, - "learning_rate": 6.581052631578948e-06, - "loss": 0.1084, - "step": 3750 - }, - { - "epoch": 1.2762001352265044, - "grad_norm": 1.974095106124878, - "learning_rate": 6.554736842105264e-06, - "loss": 0.1023, - "step": 3775 - }, - { - "epoch": 1.2846517917511833, - "grad_norm": 2.729954481124878, - "learning_rate": 6.52842105263158e-06, - "loss": 0.1109, - "step": 3800 - }, - { - "epoch": 1.293103448275862, - "grad_norm": 1.8322004079818726, - "learning_rate": 6.5021052631578955e-06, - "loss": 0.0994, - "step": 3825 - }, - { - "epoch": 1.301555104800541, - "grad_norm": 2.05082368850708, - "learning_rate": 6.4757894736842105e-06, - "loss": 0.105, - "step": 3850 - }, - { - "epoch": 1.3100067613252198, - "grad_norm": 1.8818949460983276, - "learning_rate": 6.449473684210526e-06, - "loss": 0.0872, - "step": 3875 - }, - { - "epoch": 1.3184584178498986, - "grad_norm": 1.996830940246582, - "learning_rate": 6.423157894736842e-06, - "loss": 0.0928, - "step": 3900 - }, - { - "epoch": 1.3269100743745774, - "grad_norm": 3.266448736190796, - "learning_rate": 6.396842105263158e-06, - "loss": 0.0972, - "step": 3925 - }, - { - "epoch": 1.3353617308992562, - "grad_norm": 1.4689350128173828, - "learning_rate": 6.370526315789474e-06, - "loss": 0.0968, - "step": 3950 - }, - { - "epoch": 1.343813387423935, - "grad_norm": 1.166890263557434, - "learning_rate": 6.3442105263157904e-06, - "loss": 0.1024, - "step": 3975 - }, - { - "epoch": 1.352265043948614, - "grad_norm": 2.1290385723114014, - "learning_rate": 6.317894736842106e-06, - "loss": 0.1011, - "step": 4000 - }, - { - "epoch": 1.352265043948614, - "eval_loss": 0.18109461665153503, - "eval_runtime": 8386.0632, - "eval_samples_per_second": 1.744, - "eval_steps_per_second": 0.218, - "eval_wer": 46.233062595658744, - "step": 4000 - }, - { - "epoch": 1.3607167004732927, - "grad_norm": 1.8343077898025513, - "learning_rate": 6.291578947368422e-06, - "loss": 0.0864, - "step": 4025 - }, - { - "epoch": 1.3691683569979716, - "grad_norm": 1.3331023454666138, - "learning_rate": 6.265263157894738e-06, - "loss": 0.0833, - "step": 4050 - }, - { - "epoch": 1.3776200135226504, - "grad_norm": 2.407951831817627, - "learning_rate": 6.238947368421054e-06, - "loss": 0.1027, - "step": 4075 - }, - { - "epoch": 1.3860716700473292, - "grad_norm": 1.5978944301605225, - "learning_rate": 6.212631578947369e-06, - "loss": 0.0994, - "step": 4100 - }, - { - "epoch": 1.394523326572008, - "grad_norm": 1.399279236793518, - "learning_rate": 6.1863157894736845e-06, - "loss": 0.0916, - "step": 4125 - }, - { - "epoch": 1.402974983096687, - "grad_norm": 1.4253430366516113, - "learning_rate": 6.16e-06, - "loss": 0.0999, - "step": 4150 - }, - { - "epoch": 1.4114266396213657, - "grad_norm": 1.8193767070770264, - "learning_rate": 6.133684210526316e-06, - "loss": 0.099, - "step": 4175 - }, - { - "epoch": 1.4198782961460445, - "grad_norm": 1.1313689947128296, - "learning_rate": 6.107368421052632e-06, - "loss": 0.1019, - "step": 4200 - }, - { - "epoch": 1.4283299526707234, - "grad_norm": 2.423612594604492, - "learning_rate": 6.081052631578948e-06, - "loss": 0.0976, - "step": 4225 - }, - { - "epoch": 1.4367816091954024, - "grad_norm": 1.1028584241867065, - "learning_rate": 6.054736842105264e-06, - "loss": 0.0904, - "step": 4250 - }, - { - "epoch": 1.445233265720081, - "grad_norm": 1.811155915260315, - "learning_rate": 6.0284210526315786e-06, - "loss": 0.0951, - "step": 4275 - }, - { - "epoch": 1.45368492224476, - "grad_norm": 1.2637566328048706, - "learning_rate": 6.002105263157896e-06, - "loss": 0.0963, - "step": 4300 - }, - { - "epoch": 1.4621365787694387, - "grad_norm": 1.9464035034179688, - "learning_rate": 5.975789473684212e-06, - "loss": 0.089, - "step": 4325 - }, - { - "epoch": 1.4705882352941178, - "grad_norm": 1.8550575971603394, - "learning_rate": 5.949473684210527e-06, - "loss": 0.0902, - "step": 4350 - }, - { - "epoch": 1.4790398918187964, - "grad_norm": 2.030001640319824, - "learning_rate": 5.923157894736843e-06, - "loss": 0.0945, - "step": 4375 - }, - { - "epoch": 1.4874915483434754, - "grad_norm": 1.992264986038208, - "learning_rate": 5.8968421052631585e-06, - "loss": 0.1017, - "step": 4400 - }, - { - "epoch": 1.495943204868154, - "grad_norm": 1.6505546569824219, - "learning_rate": 5.870526315789474e-06, - "loss": 0.0944, - "step": 4425 - }, - { - "epoch": 1.504394861392833, - "grad_norm": 1.857921838760376, - "learning_rate": 5.84421052631579e-06, - "loss": 0.1005, - "step": 4450 - }, - { - "epoch": 1.5128465179175117, - "grad_norm": 1.2483346462249756, - "learning_rate": 5.817894736842106e-06, - "loss": 0.0851, - "step": 4475 - }, - { - "epoch": 1.5212981744421907, - "grad_norm": 2.141049861907959, - "learning_rate": 5.791578947368422e-06, - "loss": 0.0952, - "step": 4500 - }, - { - "epoch": 1.5212981744421907, - "eval_loss": 0.18032518029212952, - "eval_runtime": 8277.5716, - "eval_samples_per_second": 1.767, - "eval_steps_per_second": 0.221, - "eval_wer": 45.674635579918146, - "step": 4500 - }, - { - "epoch": 1.5297498309668696, - "grad_norm": 2.129145622253418, - "learning_rate": 5.765263157894737e-06, - "loss": 0.0998, - "step": 4525 - }, - { - "epoch": 1.5382014874915484, - "grad_norm": 1.1393293142318726, - "learning_rate": 5.7389473684210526e-06, - "loss": 0.1009, - "step": 4550 - }, - { - "epoch": 1.5466531440162272, - "grad_norm": 2.5733561515808105, - "learning_rate": 5.712631578947368e-06, - "loss": 0.0986, - "step": 4575 - }, - { - "epoch": 1.555104800540906, - "grad_norm": 1.9032436609268188, - "learning_rate": 5.686315789473684e-06, - "loss": 0.0871, - "step": 4600 - }, - { - "epoch": 1.5635564570655849, - "grad_norm": 1.4245878458023071, - "learning_rate": 5.66e-06, - "loss": 0.1071, - "step": 4625 - }, - { - "epoch": 1.5720081135902637, - "grad_norm": 1.322015404701233, - "learning_rate": 5.633684210526317e-06, - "loss": 0.0856, - "step": 4650 - }, - { - "epoch": 1.5804597701149425, - "grad_norm": 2.069826126098633, - "learning_rate": 5.6073684210526325e-06, - "loss": 0.0802, - "step": 4675 - }, - { - "epoch": 1.5889114266396214, - "grad_norm": 1.566107988357544, - "learning_rate": 5.581052631578948e-06, - "loss": 0.0896, - "step": 4700 - }, - { - "epoch": 1.5973630831643002, - "grad_norm": 2.0934951305389404, - "learning_rate": 5.554736842105264e-06, - "loss": 0.0948, - "step": 4725 - }, - { - "epoch": 1.605814739688979, - "grad_norm": 1.2778680324554443, - "learning_rate": 5.52842105263158e-06, - "loss": 0.0914, - "step": 4750 - }, - { - "epoch": 1.6142663962136579, - "grad_norm": 2.1123738288879395, - "learning_rate": 5.502105263157895e-06, - "loss": 0.0981, - "step": 4775 - }, - { - "epoch": 1.6227180527383367, - "grad_norm": 0.9122495651245117, - "learning_rate": 5.475789473684211e-06, - "loss": 0.0832, - "step": 4800 - }, - { - "epoch": 1.6311697092630155, - "grad_norm": 1.6515990495681763, - "learning_rate": 5.4494736842105266e-06, - "loss": 0.0975, - "step": 4825 - }, - { - "epoch": 1.6396213657876944, - "grad_norm": 1.507886528968811, - "learning_rate": 5.423157894736842e-06, - "loss": 0.0934, - "step": 4850 - }, - { - "epoch": 1.6480730223123732, - "grad_norm": 1.307924747467041, - "learning_rate": 5.396842105263158e-06, - "loss": 0.0855, - "step": 4875 - }, - { - "epoch": 1.656524678837052, - "grad_norm": 1.2642782926559448, - "learning_rate": 5.370526315789474e-06, - "loss": 0.1, - "step": 4900 - }, - { - "epoch": 1.664976335361731, - "grad_norm": 1.7240660190582275, - "learning_rate": 5.34421052631579e-06, - "loss": 0.0925, - "step": 4925 - }, - { - "epoch": 1.6734279918864097, - "grad_norm": 1.4809589385986328, - "learning_rate": 5.317894736842105e-06, - "loss": 0.1017, - "step": 4950 - }, - { - "epoch": 1.6818796484110887, - "grad_norm": 2.2714500427246094, - "learning_rate": 5.291578947368422e-06, - "loss": 0.0908, - "step": 4975 - }, - { - "epoch": 1.6903313049357673, - "grad_norm": 1.7016249895095825, - "learning_rate": 5.265263157894738e-06, - "loss": 0.0959, - "step": 5000 - }, - { - "epoch": 1.6903313049357673, - "eval_loss": 0.18442150950431824, - "eval_runtime": 8017.4704, - "eval_samples_per_second": 1.824, - "eval_steps_per_second": 0.228, - "eval_wer": 45.91424086688215, - "step": 5000 - }, - { - "epoch": 1.6987829614604464, - "grad_norm": 1.7705456018447876, - "learning_rate": 5.238947368421053e-06, - "loss": 0.1014, - "step": 5025 - }, - { - "epoch": 1.707234617985125, - "grad_norm": 1.8674064874649048, - "learning_rate": 5.212631578947369e-06, - "loss": 0.1012, - "step": 5050 - }, - { - "epoch": 1.715686274509804, - "grad_norm": 1.4433462619781494, - "learning_rate": 5.186315789473685e-06, - "loss": 0.0859, - "step": 5075 - }, - { - "epoch": 1.7241379310344827, - "grad_norm": 1.2248002290725708, - "learning_rate": 5.1600000000000006e-06, - "loss": 0.0884, - "step": 5100 - }, - { - "epoch": 1.7325895875591617, - "grad_norm": 1.763519525527954, - "learning_rate": 5.133684210526316e-06, - "loss": 0.1033, - "step": 5125 - }, - { - "epoch": 1.7410412440838403, - "grad_norm": 1.8742742538452148, - "learning_rate": 5.107368421052632e-06, - "loss": 0.0994, - "step": 5150 - }, - { - "epoch": 1.7494929006085194, - "grad_norm": 1.9813201427459717, - "learning_rate": 5.081052631578948e-06, - "loss": 0.0912, - "step": 5175 - }, - { - "epoch": 1.757944557133198, - "grad_norm": 2.3702893257141113, - "learning_rate": 5.054736842105263e-06, - "loss": 0.0934, - "step": 5200 - }, - { - "epoch": 1.766396213657877, - "grad_norm": 1.5483486652374268, - "learning_rate": 5.028421052631579e-06, - "loss": 0.1052, - "step": 5225 - }, - { - "epoch": 1.7748478701825556, - "grad_norm": 1.4521353244781494, - "learning_rate": 5.002105263157895e-06, - "loss": 0.1046, - "step": 5250 - }, - { - "epoch": 1.7832995267072347, - "grad_norm": 2.0621144771575928, - "learning_rate": 4.975789473684211e-06, - "loss": 0.0996, - "step": 5275 - }, - { - "epoch": 1.7917511832319133, - "grad_norm": 2.86627197265625, - "learning_rate": 4.949473684210527e-06, - "loss": 0.0974, - "step": 5300 - }, - { - "epoch": 1.8002028397565923, - "grad_norm": 1.1360923051834106, - "learning_rate": 4.923157894736842e-06, - "loss": 0.0874, - "step": 5325 - }, - { - "epoch": 1.8086544962812712, - "grad_norm": 1.4977036714553833, - "learning_rate": 4.896842105263158e-06, - "loss": 0.0926, - "step": 5350 - }, - { - "epoch": 1.81710615280595, - "grad_norm": 1.642228126525879, - "learning_rate": 4.870526315789474e-06, - "loss": 0.0878, - "step": 5375 - }, - { - "epoch": 1.8255578093306288, - "grad_norm": 1.6537584066390991, - "learning_rate": 4.84421052631579e-06, - "loss": 0.088, - "step": 5400 - }, - { - "epoch": 1.8340094658553077, - "grad_norm": 1.3952895402908325, - "learning_rate": 4.817894736842106e-06, - "loss": 0.0888, - "step": 5425 - }, - { - "epoch": 1.8424611223799865, - "grad_norm": 1.2289971113204956, - "learning_rate": 4.791578947368421e-06, - "loss": 0.0917, - "step": 5450 - }, - { - "epoch": 1.8509127789046653, - "grad_norm": 1.2816951274871826, - "learning_rate": 4.765263157894737e-06, - "loss": 0.0851, - "step": 5475 - }, - { - "epoch": 1.8593644354293442, - "grad_norm": 1.385846495628357, - "learning_rate": 4.738947368421053e-06, - "loss": 0.0828, - "step": 5500 - }, - { - "epoch": 1.8593644354293442, - "eval_loss": 0.18521299958229065, - "eval_runtime": 8001.8096, - "eval_samples_per_second": 1.828, - "eval_steps_per_second": 0.229, - "eval_wer": 45.38564226441666, - "step": 5500 - }, - { - "epoch": 1.867816091954023, - "grad_norm": 1.7502315044403076, - "learning_rate": 4.712631578947369e-06, - "loss": 0.0931, - "step": 5525 - }, - { - "epoch": 1.8762677484787018, - "grad_norm": 1.384947657585144, - "learning_rate": 4.6863157894736845e-06, - "loss": 0.081, - "step": 5550 - }, - { - "epoch": 1.8847194050033806, - "grad_norm": 1.736101508140564, - "learning_rate": 4.66e-06, - "loss": 0.1042, - "step": 5575 - }, - { - "epoch": 1.8931710615280595, - "grad_norm": 1.5998270511627197, - "learning_rate": 4.633684210526316e-06, - "loss": 0.0784, - "step": 5600 - }, - { - "epoch": 1.9016227180527383, - "grad_norm": 1.7052019834518433, - "learning_rate": 4.607368421052632e-06, - "loss": 0.0867, - "step": 5625 - }, - { - "epoch": 1.9100743745774171, - "grad_norm": 1.8424391746520996, - "learning_rate": 4.581052631578948e-06, - "loss": 0.1042, - "step": 5650 - }, - { - "epoch": 1.918526031102096, - "grad_norm": 1.484885573387146, - "learning_rate": 4.5547368421052636e-06, - "loss": 0.089, - "step": 5675 - }, - { - "epoch": 1.9269776876267748, - "grad_norm": 1.7894026041030884, - "learning_rate": 4.528421052631579e-06, - "loss": 0.0847, - "step": 5700 - }, - { - "epoch": 1.9354293441514536, - "grad_norm": 1.5164501667022705, - "learning_rate": 4.502105263157895e-06, - "loss": 0.1001, - "step": 5725 - }, - { - "epoch": 1.9438810006761327, - "grad_norm": 0.9590908885002136, - "learning_rate": 4.475789473684211e-06, - "loss": 0.0858, - "step": 5750 - }, - { - "epoch": 1.9523326572008113, - "grad_norm": 1.887405514717102, - "learning_rate": 4.449473684210527e-06, - "loss": 0.079, - "step": 5775 - }, - { - "epoch": 1.9607843137254903, - "grad_norm": 2.0071308612823486, - "learning_rate": 4.423157894736843e-06, - "loss": 0.094, - "step": 5800 - }, - { - "epoch": 1.969235970250169, - "grad_norm": 2.262946605682373, - "learning_rate": 4.3968421052631585e-06, - "loss": 0.0992, - "step": 5825 - }, - { - "epoch": 1.977687626774848, - "grad_norm": 1.1825026273727417, - "learning_rate": 4.370526315789474e-06, - "loss": 0.0831, - "step": 5850 - }, - { - "epoch": 1.9861392832995266, - "grad_norm": 1.4014040231704712, - "learning_rate": 4.344210526315789e-06, - "loss": 0.0983, - "step": 5875 - }, - { - "epoch": 1.9945909398242057, - "grad_norm": 1.7053906917572021, - "learning_rate": 4.317894736842105e-06, - "loss": 0.0937, - "step": 5900 - }, - { - "epoch": 2.0030425963488843, - "grad_norm": 1.2354754209518433, - "learning_rate": 4.291578947368422e-06, - "loss": 0.0794, - "step": 5925 - }, - { - "epoch": 2.0114942528735633, - "grad_norm": 1.5480238199234009, - "learning_rate": 4.2652631578947376e-06, - "loss": 0.0621, - "step": 5950 - }, - { - "epoch": 2.019945909398242, - "grad_norm": 1.6204942464828491, - "learning_rate": 4.238947368421053e-06, - "loss": 0.0679, - "step": 5975 - }, - { - "epoch": 2.028397565922921, - "grad_norm": 1.8844307661056519, - "learning_rate": 4.212631578947368e-06, - "loss": 0.0814, - "step": 6000 - }, - { - "epoch": 2.028397565922921, - "eval_loss": 0.18354202806949615, - "eval_runtime": 8220.3894, - "eval_samples_per_second": 1.779, - "eval_steps_per_second": 0.222, - "eval_wer": 45.245302024909165, - "step": 6000 - }, - { - "epoch": 2.0368492224475996, - "grad_norm": 1.34647798538208, - "learning_rate": 4.186315789473684e-06, - "loss": 0.0707, - "step": 6025 - }, - { - "epoch": 2.0453008789722786, - "grad_norm": 2.5605897903442383, - "learning_rate": 4.16e-06, - "loss": 0.0658, - "step": 6050 - }, - { - "epoch": 2.0537525354969572, - "grad_norm": 0.988107442855835, - "learning_rate": 4.133684210526316e-06, - "loss": 0.0787, - "step": 6075 - }, - { - "epoch": 2.0622041920216363, - "grad_norm": 1.3938881158828735, - "learning_rate": 4.1073684210526325e-06, - "loss": 0.0772, - "step": 6100 - }, - { - "epoch": 2.070655848546315, - "grad_norm": 0.3137703835964203, - "learning_rate": 4.0810526315789474e-06, - "loss": 0.0728, - "step": 6125 - }, - { - "epoch": 2.079107505070994, - "grad_norm": 1.0805671215057373, - "learning_rate": 4.054736842105263e-06, - "loss": 0.0723, - "step": 6150 - }, - { - "epoch": 2.0875591615956726, - "grad_norm": 1.8240491151809692, - "learning_rate": 4.029473684210527e-06, - "loss": 0.0824, - "step": 6175 - }, - { - "epoch": 2.0960108181203516, - "grad_norm": 0.9932010173797607, - "learning_rate": 4.0031578947368424e-06, - "loss": 0.0808, - "step": 6200 - }, - { - "epoch": 2.1044624746450302, - "grad_norm": 1.7233359813690186, - "learning_rate": 3.976842105263158e-06, - "loss": 0.0656, - "step": 6225 - }, - { - "epoch": 2.1129141311697093, - "grad_norm": 1.3749310970306396, - "learning_rate": 3.950526315789474e-06, - "loss": 0.0782, - "step": 6250 - }, - { - "epoch": 2.121365787694388, - "grad_norm": 1.1162022352218628, - "learning_rate": 3.92421052631579e-06, - "loss": 0.0764, - "step": 6275 - }, - { - "epoch": 2.129817444219067, - "grad_norm": 2.195281505584717, - "learning_rate": 3.897894736842106e-06, - "loss": 0.0694, - "step": 6300 - }, - { - "epoch": 2.138269100743746, - "grad_norm": 1.5847153663635254, - "learning_rate": 3.8715789473684215e-06, - "loss": 0.0778, - "step": 6325 - }, - { - "epoch": 2.1467207572684246, - "grad_norm": 1.5322215557098389, - "learning_rate": 3.845263157894737e-06, - "loss": 0.068, - "step": 6350 - }, - { - "epoch": 2.1551724137931036, - "grad_norm": 2.1042368412017822, - "learning_rate": 3.818947368421053e-06, - "loss": 0.063, - "step": 6375 - }, - { - "epoch": 2.1636240703177823, - "grad_norm": 2.016451120376587, - "learning_rate": 3.792631578947369e-06, - "loss": 0.0757, - "step": 6400 - }, - { - "epoch": 2.1720757268424613, - "grad_norm": 1.9875035285949707, - "learning_rate": 3.766315789473685e-06, - "loss": 0.0633, - "step": 6425 - }, - { - "epoch": 2.18052738336714, - "grad_norm": 1.0881574153900146, - "learning_rate": 3.74e-06, - "loss": 0.0779, - "step": 6450 - }, - { - "epoch": 2.188979039891819, - "grad_norm": 1.4989287853240967, - "learning_rate": 3.713684210526316e-06, - "loss": 0.0672, - "step": 6475 - }, - { - "epoch": 2.1974306964164976, - "grad_norm": 1.430418848991394, - "learning_rate": 3.687368421052632e-06, - "loss": 0.0903, - "step": 6500 - }, - { - "epoch": 2.1974306964164976, - "eval_loss": 0.18892446160316467, - "eval_runtime": 8703.8448, - "eval_samples_per_second": 1.681, - "eval_steps_per_second": 0.21, - "eval_wer": 45.42427250455984, - "step": 6500 - }, - { - "epoch": 2.2058823529411766, - "grad_norm": 1.1100589036941528, - "learning_rate": 3.6610526315789472e-06, - "loss": 0.0682, - "step": 6525 - }, - { - "epoch": 2.2143340094658552, - "grad_norm": 1.5231108665466309, - "learning_rate": 3.6347368421052635e-06, - "loss": 0.0772, - "step": 6550 - }, - { - "epoch": 2.2227856659905343, - "grad_norm": 1.5531678199768066, - "learning_rate": 3.6084210526315793e-06, - "loss": 0.0769, - "step": 6575 - }, - { - "epoch": 2.231237322515213, - "grad_norm": 2.173323154449463, - "learning_rate": 3.582105263157895e-06, - "loss": 0.0753, - "step": 6600 - }, - { - "epoch": 2.239688979039892, - "grad_norm": 1.8664982318878174, - "learning_rate": 3.555789473684211e-06, - "loss": 0.0732, - "step": 6625 - }, - { - "epoch": 2.2481406355645706, - "grad_norm": 1.264046549797058, - "learning_rate": 3.5294736842105263e-06, - "loss": 0.0727, - "step": 6650 - }, - { - "epoch": 2.2565922920892496, - "grad_norm": 0.6508150100708008, - "learning_rate": 3.503157894736842e-06, - "loss": 0.0627, - "step": 6675 - }, - { - "epoch": 2.265043948613928, - "grad_norm": 2.036755323410034, - "learning_rate": 3.476842105263158e-06, - "loss": 0.0703, - "step": 6700 - }, - { - "epoch": 2.2734956051386073, - "grad_norm": 1.4108197689056396, - "learning_rate": 3.450526315789474e-06, - "loss": 0.0815, - "step": 6725 - }, - { - "epoch": 2.281947261663286, - "grad_norm": 1.388468623161316, - "learning_rate": 3.42421052631579e-06, - "loss": 0.0678, - "step": 6750 - }, - { - "epoch": 2.290398918187965, - "grad_norm": 1.7254157066345215, - "learning_rate": 3.3978947368421054e-06, - "loss": 0.0713, - "step": 6775 - }, - { - "epoch": 2.2988505747126435, - "grad_norm": 1.8082466125488281, - "learning_rate": 3.3715789473684212e-06, - "loss": 0.0643, - "step": 6800 - }, - { - "epoch": 2.3073022312373226, - "grad_norm": 1.5543231964111328, - "learning_rate": 3.345263157894737e-06, - "loss": 0.0693, - "step": 6825 - }, - { - "epoch": 2.315753887762001, - "grad_norm": 2.165055513381958, - "learning_rate": 3.318947368421053e-06, - "loss": 0.0718, - "step": 6850 - }, - { - "epoch": 2.3242055442866802, - "grad_norm": 1.7937675714492798, - "learning_rate": 3.292631578947369e-06, - "loss": 0.0694, - "step": 6875 - }, - { - "epoch": 2.332657200811359, - "grad_norm": 1.602084994316101, - "learning_rate": 3.2663157894736845e-06, - "loss": 0.0575, - "step": 6900 - }, - { - "epoch": 2.341108857336038, - "grad_norm": 0.9363685846328735, - "learning_rate": 3.2400000000000003e-06, - "loss": 0.0663, - "step": 6925 - }, - { - "epoch": 2.3495605138607165, - "grad_norm": 1.2168769836425781, - "learning_rate": 3.213684210526316e-06, - "loss": 0.0755, - "step": 6950 - }, - { - "epoch": 2.3580121703853956, - "grad_norm": 1.4504033327102661, - "learning_rate": 3.187368421052632e-06, - "loss": 0.079, - "step": 6975 - }, - { - "epoch": 2.366463826910074, - "grad_norm": 1.5413113832473755, - "learning_rate": 3.1610526315789474e-06, - "loss": 0.0712, - "step": 7000 - }, - { - "epoch": 2.366463826910074, - "eval_loss": 0.19058801233768463, - "eval_runtime": 8456.0898, - "eval_samples_per_second": 1.73, - "eval_steps_per_second": 0.216, - "eval_wer": 45.145058996689535, - "step": 7000 - }, - { - "epoch": 2.3749154834347532, - "grad_norm": 1.0616259574890137, - "learning_rate": 3.134736842105263e-06, - "loss": 0.066, - "step": 7025 - }, - { - "epoch": 2.3833671399594323, - "grad_norm": 1.821663737297058, - "learning_rate": 3.1084210526315794e-06, - "loss": 0.0692, - "step": 7050 - }, - { - "epoch": 2.391818796484111, - "grad_norm": 1.2044411897659302, - "learning_rate": 3.0821052631578952e-06, - "loss": 0.0631, - "step": 7075 - }, - { - "epoch": 2.4002704530087895, - "grad_norm": 1.1496453285217285, - "learning_rate": 3.055789473684211e-06, - "loss": 0.0598, - "step": 7100 - }, - { - "epoch": 2.4087221095334685, - "grad_norm": 1.834873914718628, - "learning_rate": 3.0294736842105264e-06, - "loss": 0.0696, - "step": 7125 - }, - { - "epoch": 2.4171737660581476, - "grad_norm": 1.9280352592468262, - "learning_rate": 3.0031578947368423e-06, - "loss": 0.0937, - "step": 7150 - }, - { - "epoch": 2.425625422582826, - "grad_norm": 1.8316441774368286, - "learning_rate": 2.976842105263158e-06, - "loss": 0.0843, - "step": 7175 - }, - { - "epoch": 2.4340770791075053, - "grad_norm": 1.6660900115966797, - "learning_rate": 2.9505263157894735e-06, - "loss": 0.0747, - "step": 7200 - }, - { - "epoch": 2.442528735632184, - "grad_norm": 1.2995704412460327, - "learning_rate": 2.92421052631579e-06, - "loss": 0.0697, - "step": 7225 - }, - { - "epoch": 2.450980392156863, - "grad_norm": 0.837418794631958, - "learning_rate": 2.8978947368421055e-06, - "loss": 0.0532, - "step": 7250 - }, - { - "epoch": 2.4594320486815415, - "grad_norm": 1.582984447479248, - "learning_rate": 2.8715789473684214e-06, - "loss": 0.0785, - "step": 7275 - }, - { - "epoch": 2.4678837052062206, - "grad_norm": 2.5198307037353516, - "learning_rate": 2.845263157894737e-06, - "loss": 0.0695, - "step": 7300 - }, - { - "epoch": 2.476335361730899, - "grad_norm": 1.9426721334457397, - "learning_rate": 2.8189473684210526e-06, - "loss": 0.0683, - "step": 7325 - }, - { - "epoch": 2.4847870182555782, - "grad_norm": 1.8814282417297363, - "learning_rate": 2.7926315789473684e-06, - "loss": 0.0635, - "step": 7350 - }, - { - "epoch": 2.493238674780257, - "grad_norm": 1.7943637371063232, - "learning_rate": 2.766315789473684e-06, - "loss": 0.0703, - "step": 7375 - }, - { - "epoch": 2.501690331304936, - "grad_norm": 1.7339930534362793, - "learning_rate": 2.7400000000000004e-06, - "loss": 0.0834, - "step": 7400 - }, - { - "epoch": 2.5101419878296145, - "grad_norm": 0.6923316121101379, - "learning_rate": 2.7136842105263163e-06, - "loss": 0.0749, - "step": 7425 - }, - { - "epoch": 2.5185936443542936, - "grad_norm": 1.8081867694854736, - "learning_rate": 2.6873684210526317e-06, - "loss": 0.0832, - "step": 7450 - }, - { - "epoch": 2.527045300878972, - "grad_norm": 0.8502326607704163, - "learning_rate": 2.6610526315789475e-06, - "loss": 0.072, - "step": 7475 - }, - { - "epoch": 2.535496957403651, - "grad_norm": 2.073284864425659, - "learning_rate": 2.6347368421052633e-06, - "loss": 0.0937, - "step": 7500 - }, - { - "epoch": 2.535496957403651, - "eval_loss": 0.18810197710990906, - "eval_runtime": 8587.5354, - "eval_samples_per_second": 1.703, - "eval_steps_per_second": 0.213, - "eval_wer": 44.96070962284172, - "step": 7500 - }, - { - "epoch": 2.54394861392833, - "grad_norm": 1.5389723777770996, - "learning_rate": 2.608421052631579e-06, - "loss": 0.0695, - "step": 7525 - }, - { - "epoch": 2.552400270453009, - "grad_norm": 1.7400459051132202, - "learning_rate": 2.5821052631578954e-06, - "loss": 0.0752, - "step": 7550 - }, - { - "epoch": 2.5608519269776875, - "grad_norm": 0.9405755400657654, - "learning_rate": 2.5557894736842108e-06, - "loss": 0.0728, - "step": 7575 - }, - { - "epoch": 2.5693035835023665, - "grad_norm": 2.09281849861145, - "learning_rate": 2.5294736842105266e-06, - "loss": 0.0785, - "step": 7600 - }, - { - "epoch": 2.577755240027045, - "grad_norm": 1.1472514867782593, - "learning_rate": 2.5031578947368424e-06, - "loss": 0.0763, - "step": 7625 - }, - { - "epoch": 2.586206896551724, - "grad_norm": 1.5787365436553955, - "learning_rate": 2.476842105263158e-06, - "loss": 0.0782, - "step": 7650 - }, - { - "epoch": 2.5946585530764033, - "grad_norm": 0.8288754820823669, - "learning_rate": 2.4505263157894736e-06, - "loss": 0.0617, - "step": 7675 - }, - { - "epoch": 2.603110209601082, - "grad_norm": 1.3931238651275635, - "learning_rate": 2.42421052631579e-06, - "loss": 0.0652, - "step": 7700 - }, - { - "epoch": 2.6115618661257605, - "grad_norm": 1.8449468612670898, - "learning_rate": 2.3978947368421052e-06, - "loss": 0.0708, - "step": 7725 - }, - { - "epoch": 2.6200135226504395, - "grad_norm": 1.462990641593933, - "learning_rate": 2.371578947368421e-06, - "loss": 0.0799, - "step": 7750 - }, - { - "epoch": 2.6284651791751186, - "grad_norm": 1.80518639087677, - "learning_rate": 2.3452631578947373e-06, - "loss": 0.0712, - "step": 7775 - }, - { - "epoch": 2.636916835699797, - "grad_norm": 1.4477194547653198, - "learning_rate": 2.3189473684210527e-06, - "loss": 0.0748, - "step": 7800 - }, - { - "epoch": 2.645368492224476, - "grad_norm": 1.8457978963851929, - "learning_rate": 2.2926315789473685e-06, - "loss": 0.0652, - "step": 7825 - }, - { - "epoch": 2.653820148749155, - "grad_norm": 1.2285178899765015, - "learning_rate": 2.2663157894736843e-06, - "loss": 0.051, - "step": 7850 - }, - { - "epoch": 2.662271805273834, - "grad_norm": 1.664722204208374, - "learning_rate": 2.24e-06, - "loss": 0.0696, - "step": 7875 - }, - { - "epoch": 2.6707234617985125, - "grad_norm": 1.1485116481781006, - "learning_rate": 2.213684210526316e-06, - "loss": 0.078, - "step": 7900 - }, - { - "epoch": 2.679175118323191, - "grad_norm": 1.6024932861328125, - "learning_rate": 2.187368421052632e-06, - "loss": 0.0811, - "step": 7925 - }, - { - "epoch": 2.68762677484787, - "grad_norm": 1.3482303619384766, - "learning_rate": 2.1610526315789476e-06, - "loss": 0.0744, - "step": 7950 - }, - { - "epoch": 2.696078431372549, - "grad_norm": 1.4488401412963867, - "learning_rate": 2.1347368421052634e-06, - "loss": 0.0717, - "step": 7975 - }, - { - "epoch": 2.704530087897228, - "grad_norm": 2.0738377571105957, - "learning_rate": 2.1084210526315792e-06, - "loss": 0.0637, - "step": 8000 - }, - { - "epoch": 2.704530087897228, - "eval_loss": 0.19148404896259308, - "eval_runtime": 8546.7321, - "eval_samples_per_second": 1.711, - "eval_steps_per_second": 0.214, - "eval_wer": 44.85362072928025, - "step": 8000 - }, - { - "epoch": 2.7129817444219064, - "grad_norm": 1.608497142791748, - "learning_rate": 2.082105263157895e-06, - "loss": 0.0725, - "step": 8025 - }, - { - "epoch": 2.7214334009465855, - "grad_norm": 2.1245532035827637, - "learning_rate": 2.055789473684211e-06, - "loss": 0.0726, - "step": 8050 - }, - { - "epoch": 2.7298850574712645, - "grad_norm": 1.3856103420257568, - "learning_rate": 2.0294736842105263e-06, - "loss": 0.0731, - "step": 8075 - }, - { - "epoch": 2.738336713995943, - "grad_norm": 1.2372052669525146, - "learning_rate": 2.003157894736842e-06, - "loss": 0.0756, - "step": 8100 - }, - { - "epoch": 2.746788370520622, - "grad_norm": 1.6612149477005005, - "learning_rate": 1.976842105263158e-06, - "loss": 0.0636, - "step": 8125 - }, - { - "epoch": 2.755240027045301, - "grad_norm": 1.719821572303772, - "learning_rate": 1.9505263157894737e-06, - "loss": 0.0804, - "step": 8150 - }, - { - "epoch": 2.76369168356998, - "grad_norm": 1.575764536857605, - "learning_rate": 1.9242105263157896e-06, - "loss": 0.0778, - "step": 8175 - }, - { - "epoch": 2.7721433400946585, - "grad_norm": 1.507033348083496, - "learning_rate": 1.8978947368421056e-06, - "loss": 0.0643, - "step": 8200 - }, - { - "epoch": 2.7805949966193375, - "grad_norm": 1.1668611764907837, - "learning_rate": 1.8715789473684212e-06, - "loss": 0.0867, - "step": 8225 - }, - { - "epoch": 2.789046653144016, - "grad_norm": 0.9894188046455383, - "learning_rate": 1.845263157894737e-06, - "loss": 0.0648, - "step": 8250 - }, - { - "epoch": 2.797498309668695, - "grad_norm": 1.6405720710754395, - "learning_rate": 1.8189473684210528e-06, - "loss": 0.0708, - "step": 8275 - }, - { - "epoch": 2.805949966193374, - "grad_norm": 1.034415364265442, - "learning_rate": 1.7926315789473686e-06, - "loss": 0.0546, - "step": 8300 - }, - { - "epoch": 2.814401622718053, - "grad_norm": 0.9419425129890442, - "learning_rate": 1.7663157894736843e-06, - "loss": 0.07, - "step": 8325 - }, - { - "epoch": 2.8228532792427314, - "grad_norm": 2.342827558517456, - "learning_rate": 1.74e-06, - "loss": 0.0697, - "step": 8350 - }, - { - "epoch": 2.8313049357674105, - "grad_norm": 1.535322904586792, - "learning_rate": 1.713684210526316e-06, - "loss": 0.0696, - "step": 8375 - }, - { - "epoch": 2.839756592292089, - "grad_norm": 1.6388691663742065, - "learning_rate": 1.6873684210526317e-06, - "loss": 0.0736, - "step": 8400 - }, - { - "epoch": 2.848208248816768, - "grad_norm": 1.7451198101043701, - "learning_rate": 1.6610526315789473e-06, - "loss": 0.0751, - "step": 8425 - }, - { - "epoch": 2.8566599053414468, - "grad_norm": 1.4245884418487549, - "learning_rate": 1.6347368421052633e-06, - "loss": 0.0797, - "step": 8450 - }, - { - "epoch": 2.865111561866126, - "grad_norm": 0.799862265586853, - "learning_rate": 1.6084210526315792e-06, - "loss": 0.0664, - "step": 8475 - }, - { - "epoch": 2.873563218390805, - "grad_norm": 1.09870183467865, - "learning_rate": 1.5821052631578948e-06, - "loss": 0.062, - "step": 8500 - }, - { - "epoch": 2.873563218390805, - "eval_loss": 0.1915096938610077, - "eval_runtime": 8477.0001, - "eval_samples_per_second": 1.725, - "eval_steps_per_second": 0.216, - "eval_wer": 44.89322895018655, - "step": 8500 - }, - { - "epoch": 2.8820148749154835, - "grad_norm": 1.4032130241394043, - "learning_rate": 1.5557894736842106e-06, - "loss": 0.0743, - "step": 8525 - }, - { - "epoch": 2.890466531440162, - "grad_norm": 0.7570385932922363, - "learning_rate": 1.5294736842105264e-06, - "loss": 0.0687, - "step": 8550 - }, - { - "epoch": 2.898918187964841, - "grad_norm": 1.0193418264389038, - "learning_rate": 1.5031578947368422e-06, - "loss": 0.0615, - "step": 8575 - }, - { - "epoch": 2.90736984448952, - "grad_norm": 1.9574233293533325, - "learning_rate": 1.4768421052631578e-06, - "loss": 0.0835, - "step": 8600 - }, - { - "epoch": 2.915821501014199, - "grad_norm": 1.0290601253509521, - "learning_rate": 1.4505263157894739e-06, - "loss": 0.0678, - "step": 8625 - }, - { - "epoch": 2.9242731575388774, - "grad_norm": 1.3625876903533936, - "learning_rate": 1.4242105263157897e-06, - "loss": 0.0621, - "step": 8650 - }, - { - "epoch": 2.9327248140635565, - "grad_norm": 1.5794146060943604, - "learning_rate": 1.3978947368421053e-06, - "loss": 0.0657, - "step": 8675 - }, - { - "epoch": 2.9411764705882355, - "grad_norm": 1.314706563949585, - "learning_rate": 1.3715789473684213e-06, - "loss": 0.069, - "step": 8700 - }, - { - "epoch": 2.949628127112914, - "grad_norm": 1.9198169708251953, - "learning_rate": 1.345263157894737e-06, - "loss": 0.0701, - "step": 8725 - }, - { - "epoch": 2.9580797836375927, - "grad_norm": 1.3500406742095947, - "learning_rate": 1.3189473684210527e-06, - "loss": 0.076, - "step": 8750 - }, - { - "epoch": 2.9665314401622718, - "grad_norm": 1.7573151588439941, - "learning_rate": 1.2926315789473683e-06, - "loss": 0.0697, - "step": 8775 - }, - { - "epoch": 2.974983096686951, - "grad_norm": 0.8199857473373413, - "learning_rate": 1.2663157894736844e-06, - "loss": 0.0744, - "step": 8800 - }, - { - "epoch": 2.9834347532116294, - "grad_norm": 2.14540696144104, - "learning_rate": 1.2400000000000002e-06, - "loss": 0.0686, - "step": 8825 - }, - { - "epoch": 2.991886409736308, - "grad_norm": 1.5464670658111572, - "learning_rate": 1.213684210526316e-06, - "loss": 0.07, - "step": 8850 - }, - { - "epoch": 3.000338066260987, - "grad_norm": 1.2003583908081055, - "learning_rate": 1.188421052631579e-06, - "loss": 0.0781, - "step": 8875 - }, - { - "epoch": 3.008789722785666, - "grad_norm": 0.630574107170105, - "learning_rate": 1.1621052631578948e-06, - "loss": 0.0565, - "step": 8900 - }, - { - "epoch": 3.0172413793103448, - "grad_norm": 1.4540669918060303, - "learning_rate": 1.1357894736842106e-06, - "loss": 0.0547, - "step": 8925 - }, - { - "epoch": 3.025693035835024, - "grad_norm": 1.408868670463562, - "learning_rate": 1.1094736842105264e-06, - "loss": 0.0604, - "step": 8950 - }, - { - "epoch": 3.0341446923597024, - "grad_norm": 1.040751576423645, - "learning_rate": 1.0831578947368422e-06, - "loss": 0.063, - "step": 8975 - }, - { - "epoch": 3.0425963488843815, - "grad_norm": 1.449309229850769, - "learning_rate": 1.0568421052631578e-06, - "loss": 0.0593, - "step": 9000 - }, - { - "epoch": 3.0425963488843815, - "eval_loss": 0.19757185876369476, - "eval_runtime": 8436.2186, - "eval_samples_per_second": 1.734, - "eval_steps_per_second": 0.217, - "eval_wer": 44.964132555512634, - "step": 9000 - }, - { - "epoch": 3.05104800540906, - "grad_norm": 2.647589921951294, - "learning_rate": 1.0305263157894739e-06, - "loss": 0.0602, - "step": 9025 - }, - { - "epoch": 3.059499661933739, - "grad_norm": 1.1657071113586426, - "learning_rate": 1.0042105263157897e-06, - "loss": 0.0637, - "step": 9050 - }, - { - "epoch": 3.0679513184584177, - "grad_norm": 1.9827054738998413, - "learning_rate": 9.778947368421053e-07, - "loss": 0.0667, - "step": 9075 - }, - { - "epoch": 3.076402974983097, - "grad_norm": 1.7273396253585815, - "learning_rate": 9.515789473684212e-07, - "loss": 0.0592, - "step": 9100 - }, - { - "epoch": 3.0848546315077754, - "grad_norm": 1.3955703973770142, - "learning_rate": 9.252631578947368e-07, - "loss": 0.0522, - "step": 9125 - }, - { - "epoch": 3.0933062880324544, - "grad_norm": 1.3141138553619385, - "learning_rate": 8.989473684210527e-07, - "loss": 0.0627, - "step": 9150 - }, - { - "epoch": 3.101757944557133, - "grad_norm": 0.7096537351608276, - "learning_rate": 8.726315789473686e-07, - "loss": 0.0583, - "step": 9175 - }, - { - "epoch": 3.110209601081812, - "grad_norm": 1.3626320362091064, - "learning_rate": 8.463157894736843e-07, - "loss": 0.0556, - "step": 9200 - }, - { - "epoch": 3.1186612576064907, - "grad_norm": 1.7827398777008057, - "learning_rate": 8.200000000000001e-07, - "loss": 0.0549, - "step": 9225 - }, - { - "epoch": 3.1271129141311698, - "grad_norm": 1.8511258363723755, - "learning_rate": 7.936842105263158e-07, - "loss": 0.052, - "step": 9250 - }, - { - "epoch": 3.1355645706558484, - "grad_norm": 1.5785564184188843, - "learning_rate": 7.673684210526316e-07, - "loss": 0.0554, - "step": 9275 - }, - { - "epoch": 3.1440162271805274, - "grad_norm": 1.3359767198562622, - "learning_rate": 7.410526315789475e-07, - "loss": 0.0599, - "step": 9300 - }, - { - "epoch": 3.152467883705206, - "grad_norm": 1.2103520631790161, - "learning_rate": 7.147368421052632e-07, - "loss": 0.0564, - "step": 9325 - }, - { - "epoch": 3.160919540229885, - "grad_norm": 1.3505812883377075, - "learning_rate": 6.884210526315791e-07, - "loss": 0.0642, - "step": 9350 - }, - { - "epoch": 3.1693711967545637, - "grad_norm": 1.9448202848434448, - "learning_rate": 6.621052631578948e-07, - "loss": 0.0567, - "step": 9375 - }, - { - "epoch": 3.1778228532792427, - "grad_norm": 1.4661892652511597, - "learning_rate": 6.357894736842106e-07, - "loss": 0.063, - "step": 9400 - }, - { - "epoch": 3.186274509803922, - "grad_norm": 2.1202943325042725, - "learning_rate": 6.094736842105263e-07, - "loss": 0.0589, - "step": 9425 - }, - { - "epoch": 3.1947261663286004, - "grad_norm": 1.8288671970367432, - "learning_rate": 5.831578947368421e-07, - "loss": 0.0601, - "step": 9450 - }, - { - "epoch": 3.203177822853279, - "grad_norm": 1.0134177207946777, - "learning_rate": 5.56842105263158e-07, - "loss": 0.0546, - "step": 9475 - }, - { - "epoch": 3.211629479377958, - "grad_norm": 2.195054292678833, - "learning_rate": 5.305263157894737e-07, - "loss": 0.0598, - "step": 9500 - }, - { - "epoch": 3.211629479377958, - "eval_loss": 0.1982024759054184, - "eval_runtime": 8467.5483, - "eval_samples_per_second": 1.727, - "eval_steps_per_second": 0.216, - "eval_wer": 44.87513630606886, - "step": 9500 - }, - { - "epoch": 3.220081135902637, - "grad_norm": 1.3598229885101318, - "learning_rate": 5.042105263157895e-07, - "loss": 0.0544, - "step": 9525 - }, - { - "epoch": 3.2285327924273157, - "grad_norm": 1.9829254150390625, - "learning_rate": 4.778947368421053e-07, - "loss": 0.0583, - "step": 9550 - }, - { - "epoch": 3.2369844489519948, - "grad_norm": 1.2495145797729492, - "learning_rate": 4.5157894736842107e-07, - "loss": 0.0659, - "step": 9575 - }, - { - "epoch": 3.2454361054766734, - "grad_norm": 1.0571123361587524, - "learning_rate": 4.2526315789473684e-07, - "loss": 0.0548, - "step": 9600 - }, - { - "epoch": 3.2538877620013524, - "grad_norm": 1.3266067504882812, - "learning_rate": 3.9894736842105266e-07, - "loss": 0.0606, - "step": 9625 - }, - { - "epoch": 3.262339418526031, - "grad_norm": 2.1030797958374023, - "learning_rate": 3.726315789473685e-07, - "loss": 0.0651, - "step": 9650 - }, - { - "epoch": 3.27079107505071, - "grad_norm": 0.6798356175422668, - "learning_rate": 3.4631578947368424e-07, - "loss": 0.0567, - "step": 9675 - }, - { - "epoch": 3.2792427315753887, - "grad_norm": 1.9583333730697632, - "learning_rate": 3.2e-07, - "loss": 0.0581, - "step": 9700 - }, - { - "epoch": 3.2876943881000678, - "grad_norm": 2.115421772003174, - "learning_rate": 2.936842105263158e-07, - "loss": 0.0502, - "step": 9725 - }, - { - "epoch": 3.2961460446247464, - "grad_norm": 1.1875923871994019, - "learning_rate": 2.6736842105263164e-07, - "loss": 0.0621, - "step": 9750 - }, - { - "epoch": 3.3045977011494254, - "grad_norm": 1.232844352722168, - "learning_rate": 2.410526315789474e-07, - "loss": 0.0591, - "step": 9775 - }, - { - "epoch": 3.313049357674104, - "grad_norm": 1.3175997734069824, - "learning_rate": 2.1473684210526317e-07, - "loss": 0.0547, - "step": 9800 - }, - { - "epoch": 3.321501014198783, - "grad_norm": 1.7271957397460938, - "learning_rate": 1.8842105263157897e-07, - "loss": 0.0611, - "step": 9825 - }, - { - "epoch": 3.3299526707234617, - "grad_norm": 1.2155121564865112, - "learning_rate": 1.6210526315789476e-07, - "loss": 0.0645, - "step": 9850 - }, - { - "epoch": 3.3384043272481407, - "grad_norm": 1.6896015405654907, - "learning_rate": 1.3578947368421055e-07, - "loss": 0.0526, - "step": 9875 - }, - { - "epoch": 3.3468559837728193, - "grad_norm": 1.4547408819198608, - "learning_rate": 1.0947368421052632e-07, - "loss": 0.0512, - "step": 9900 - }, - { - "epoch": 3.3553076402974984, - "grad_norm": 0.5560055375099182, - "learning_rate": 8.315789473684211e-08, - "loss": 0.0665, - "step": 9925 - }, - { - "epoch": 3.363759296822177, - "grad_norm": 1.9773001670837402, - "learning_rate": 5.68421052631579e-08, - "loss": 0.0522, - "step": 9950 - }, - { - "epoch": 3.372210953346856, - "grad_norm": 1.2007287740707397, - "learning_rate": 3.0526315789473686e-08, - "loss": 0.0623, - "step": 9975 - }, - { - "epoch": 3.3806626098715347, - "grad_norm": 1.430873990058899, - "learning_rate": 4.210526315789474e-09, - "loss": 0.0553, - "step": 10000 - }, - { - "epoch": 3.3806626098715347, - "eval_loss": 0.19793640077114105, - "eval_runtime": 8419.2841, - "eval_samples_per_second": 1.737, - "eval_steps_per_second": 0.217, - "eval_wer": 44.86535649843768, - "step": 10000 - }, - { - "epoch": 2.519477255591857, - "grad_norm": 2.5541698932647705, - "learning_rate": 3.4337931034482762e-06, - "loss": 0.1093, - "step": 10025 - }, - { - "epoch": 2.5257602412666498, - "grad_norm": 2.943728446960449, - "learning_rate": 3.4165517241379315e-06, - "loss": 0.0942, - "step": 10050 - }, - { - "epoch": 2.5320432269414423, - "grad_norm": 1.3236327171325684, - "learning_rate": 3.3993103448275864e-06, - "loss": 0.0831, - "step": 10075 - }, - { - "epoch": 2.5383262126162354, - "grad_norm": 1.9076201915740967, - "learning_rate": 3.3820689655172417e-06, - "loss": 0.0808, - "step": 10100 - }, - { - "epoch": 2.544609198291028, - "grad_norm": 1.5796664953231812, - "learning_rate": 3.364827586206897e-06, - "loss": 0.0738, - "step": 10125 - }, - { - "epoch": 2.5508921839658205, - "grad_norm": 1.349244475364685, - "learning_rate": 3.347586206896552e-06, - "loss": 0.0854, - "step": 10150 - }, - { - "epoch": 2.557175169640613, - "grad_norm": 1.5423616170883179, - "learning_rate": 3.330344827586207e-06, - "loss": 0.0694, - "step": 10175 - }, - { - "epoch": 2.5634581553154057, - "grad_norm": 1.882533073425293, - "learning_rate": 3.3131034482758624e-06, - "loss": 0.0804, - "step": 10200 - }, - { - "epoch": 2.5697411409901987, - "grad_norm": 1.6644792556762695, - "learning_rate": 3.2958620689655173e-06, - "loss": 0.0818, - "step": 10225 - }, - { - "epoch": 2.5760241266649913, - "grad_norm": 1.648979663848877, - "learning_rate": 3.2786206896551726e-06, - "loss": 0.0806, - "step": 10250 - }, - { - "epoch": 2.582307112339784, - "grad_norm": 1.8302336931228638, - "learning_rate": 3.261379310344828e-06, - "loss": 0.0685, - "step": 10275 - }, - { - "epoch": 2.5885900980145764, - "grad_norm": 1.5764237642288208, - "learning_rate": 3.2441379310344828e-06, - "loss": 0.0669, - "step": 10300 - }, - { - "epoch": 2.594873083689369, - "grad_norm": 1.609424352645874, - "learning_rate": 3.226896551724138e-06, - "loss": 0.0703, - "step": 10325 - }, - { - "epoch": 2.601156069364162, - "grad_norm": 2.0463669300079346, - "learning_rate": 3.209655172413793e-06, - "loss": 0.0812, - "step": 10350 - }, - { - "epoch": 2.6074390550389546, - "grad_norm": 1.0998157262802124, - "learning_rate": 3.1924137931034486e-06, - "loss": 0.0811, - "step": 10375 - }, - { - "epoch": 2.613722040713747, - "grad_norm": 2.0969502925872803, - "learning_rate": 3.175172413793104e-06, - "loss": 0.0831, - "step": 10400 - }, - { - "epoch": 2.6200050263885397, - "grad_norm": 1.6050735712051392, - "learning_rate": 3.1579310344827592e-06, - "loss": 0.0856, - "step": 10425 - }, - { - "epoch": 2.6262880120633323, - "grad_norm": 1.6979131698608398, - "learning_rate": 3.140689655172414e-06, - "loss": 0.0774, - "step": 10450 - }, - { - "epoch": 2.6325709977381253, - "grad_norm": 2.0969455242156982, - "learning_rate": 3.1234482758620694e-06, - "loss": 0.0871, - "step": 10475 - }, - { - "epoch": 2.638853983412918, - "grad_norm": 1.3703320026397705, - "learning_rate": 3.1062068965517243e-06, - "loss": 0.0677, - "step": 10500 - }, - { - "epoch": 2.638853983412918, - "eval_loss": 0.169998437166214, - "eval_runtime": 11305.71, - "eval_samples_per_second": 1.728, - "eval_steps_per_second": 0.216, - "eval_wer": 44.5221605147797, - "step": 10500 - }, - { - "epoch": 2.6451369690877105, - "grad_norm": 1.9054275751113892, - "learning_rate": 3.0889655172413796e-06, - "loss": 0.0703, - "step": 10525 - }, - { - "epoch": 2.651419954762503, - "grad_norm": 1.9211713075637817, - "learning_rate": 3.071724137931035e-06, - "loss": 0.078, - "step": 10550 - }, - { - "epoch": 2.6577029404372956, - "grad_norm": 1.7208181619644165, - "learning_rate": 3.0544827586206897e-06, - "loss": 0.0732, - "step": 10575 - }, - { - "epoch": 2.6639859261120886, - "grad_norm": 1.2526366710662842, - "learning_rate": 3.037241379310345e-06, - "loss": 0.0827, - "step": 10600 - }, - { - "epoch": 2.670268911786881, - "grad_norm": 1.8517524003982544, - "learning_rate": 3.0200000000000003e-06, - "loss": 0.0758, - "step": 10625 - }, - { - "epoch": 2.6765518974616738, - "grad_norm": 1.4826529026031494, - "learning_rate": 3.002758620689655e-06, - "loss": 0.0831, - "step": 10650 - }, - { - "epoch": 2.6828348831364663, - "grad_norm": 2.6525490283966064, - "learning_rate": 2.9855172413793105e-06, - "loss": 0.0783, - "step": 10675 - }, - { - "epoch": 2.689117868811259, - "grad_norm": 1.8993303775787354, - "learning_rate": 2.9682758620689658e-06, - "loss": 0.0821, - "step": 10700 - }, - { - "epoch": 2.695400854486052, - "grad_norm": 1.4494125843048096, - "learning_rate": 2.9510344827586206e-06, - "loss": 0.0771, - "step": 10725 - }, - { - "epoch": 2.7016838401608445, - "grad_norm": 1.8887574672698975, - "learning_rate": 2.933793103448276e-06, - "loss": 0.0705, - "step": 10750 - }, - { - "epoch": 2.707966825835637, - "grad_norm": 2.0872342586517334, - "learning_rate": 2.9165517241379316e-06, - "loss": 0.0707, - "step": 10775 - }, - { - "epoch": 2.7142498115104297, - "grad_norm": 1.3491803407669067, - "learning_rate": 2.8993103448275865e-06, - "loss": 0.0733, - "step": 10800 - }, - { - "epoch": 2.7205327971852222, - "grad_norm": 1.6230404376983643, - "learning_rate": 2.882068965517242e-06, - "loss": 0.0703, - "step": 10825 - }, - { - "epoch": 2.7268157828600152, - "grad_norm": 1.4654004573822021, - "learning_rate": 2.864827586206897e-06, - "loss": 0.0705, - "step": 10850 - }, - { - "epoch": 2.733098768534808, - "grad_norm": 1.7205106019973755, - "learning_rate": 2.847586206896552e-06, - "loss": 0.0713, - "step": 10875 - }, - { - "epoch": 2.7393817542096004, - "grad_norm": 1.7660115957260132, - "learning_rate": 2.8303448275862073e-06, - "loss": 0.0759, - "step": 10900 - }, - { - "epoch": 2.745664739884393, - "grad_norm": 1.3411388397216797, - "learning_rate": 2.813103448275862e-06, - "loss": 0.0819, - "step": 10925 - }, - { - "epoch": 2.7519477255591855, - "grad_norm": 1.66763436794281, - "learning_rate": 2.7958620689655174e-06, - "loss": 0.0714, - "step": 10950 - }, - { - "epoch": 2.7582307112339786, - "grad_norm": 1.856402039527893, - "learning_rate": 2.7786206896551727e-06, - "loss": 0.0737, - "step": 10975 - }, - { - "epoch": 2.764513696908771, - "grad_norm": 1.4149645566940308, - "learning_rate": 2.7613793103448276e-06, - "loss": 0.0698, - "step": 11000 - }, - { - "epoch": 2.764513696908771, - "eval_loss": 0.16873179376125336, - "eval_runtime": 11438.4823, - "eval_samples_per_second": 1.708, - "eval_steps_per_second": 0.213, - "eval_wer": 44.161424743801774, - "step": 11000 - }, - { - "epoch": 2.7707966825835637, - "grad_norm": 1.936444878578186, - "learning_rate": 2.744137931034483e-06, - "loss": 0.0757, - "step": 11025 - }, - { - "epoch": 2.7770796682583563, - "grad_norm": 1.3079452514648438, - "learning_rate": 2.726896551724138e-06, - "loss": 0.0773, - "step": 11050 - }, - { - "epoch": 2.783362653933149, - "grad_norm": 1.8395476341247559, - "learning_rate": 2.709655172413793e-06, - "loss": 0.069, - "step": 11075 - }, - { - "epoch": 2.789645639607942, - "grad_norm": 1.5000851154327393, - "learning_rate": 2.6924137931034483e-06, - "loss": 0.0808, - "step": 11100 - }, - { - "epoch": 2.7959286252827344, - "grad_norm": 1.7593291997909546, - "learning_rate": 2.6751724137931036e-06, - "loss": 0.0742, - "step": 11125 - }, - { - "epoch": 2.802211610957527, - "grad_norm": 1.671397089958191, - "learning_rate": 2.6579310344827585e-06, - "loss": 0.0742, - "step": 11150 - }, - { - "epoch": 2.8084945966323196, - "grad_norm": 2.4030308723449707, - "learning_rate": 2.6406896551724142e-06, - "loss": 0.0715, - "step": 11175 - }, - { - "epoch": 2.814777582307112, - "grad_norm": 1.1083357334136963, - "learning_rate": 2.6234482758620695e-06, - "loss": 0.0685, - "step": 11200 - }, - { - "epoch": 2.821060567981905, - "grad_norm": 2.314483404159546, - "learning_rate": 2.6062068965517244e-06, - "loss": 0.0709, - "step": 11225 - }, - { - "epoch": 2.8273435536566978, - "grad_norm": 2.6994457244873047, - "learning_rate": 2.5889655172413797e-06, - "loss": 0.0716, - "step": 11250 - }, - { - "epoch": 2.8336265393314903, - "grad_norm": 1.5674411058425903, - "learning_rate": 2.571724137931035e-06, - "loss": 0.0751, - "step": 11275 - }, - { - "epoch": 2.839909525006283, - "grad_norm": 1.6868212223052979, - "learning_rate": 2.55448275862069e-06, - "loss": 0.0775, - "step": 11300 - }, - { - "epoch": 2.8461925106810755, - "grad_norm": 1.8248207569122314, - "learning_rate": 2.537241379310345e-06, - "loss": 0.0682, - "step": 11325 - }, - { - "epoch": 2.8524754963558685, - "grad_norm": 1.6669248342514038, - "learning_rate": 2.52e-06, - "loss": 0.0706, - "step": 11350 - }, - { - "epoch": 2.858758482030661, - "grad_norm": 2.579449415206909, - "learning_rate": 2.5027586206896553e-06, - "loss": 0.0711, - "step": 11375 - }, - { - "epoch": 2.8650414677054536, - "grad_norm": 2.2403104305267334, - "learning_rate": 2.4855172413793106e-06, - "loss": 0.0731, - "step": 11400 - }, - { - "epoch": 2.8713244533802462, - "grad_norm": 1.7787814140319824, - "learning_rate": 2.4682758620689655e-06, - "loss": 0.0683, - "step": 11425 - }, - { - "epoch": 2.877607439055039, - "grad_norm": 1.8239678144454956, - "learning_rate": 2.4510344827586208e-06, - "loss": 0.0752, - "step": 11450 - }, - { - "epoch": 2.883890424729832, - "grad_norm": 3.1103549003601074, - "learning_rate": 2.433793103448276e-06, - "loss": 0.074, - "step": 11475 - }, - { - "epoch": 2.8901734104046244, - "grad_norm": 1.3953099250793457, - "learning_rate": 2.4165517241379314e-06, - "loss": 0.069, - "step": 11500 - }, - { - "epoch": 2.8901734104046244, - "eval_loss": 0.16406717896461487, - "eval_runtime": 11006.7152, - "eval_samples_per_second": 1.775, - "eval_steps_per_second": 0.222, - "eval_wer": 43.59414156441607, - "step": 11500 - }, - { - "epoch": 2.896456396079417, - "grad_norm": 1.4673534631729126, - "learning_rate": 2.3993103448275866e-06, - "loss": 0.072, - "step": 11525 - }, - { - "epoch": 2.9027393817542095, - "grad_norm": 1.790159821510315, - "learning_rate": 2.3820689655172415e-06, - "loss": 0.0846, - "step": 11550 - }, - { - "epoch": 2.909022367429002, - "grad_norm": 1.482283115386963, - "learning_rate": 2.364827586206897e-06, - "loss": 0.0718, - "step": 11575 - }, - { - "epoch": 2.915305353103795, - "grad_norm": 1.344299077987671, - "learning_rate": 2.3475862068965517e-06, - "loss": 0.0647, - "step": 11600 - }, - { - "epoch": 2.9215883387785877, - "grad_norm": 2.296725034713745, - "learning_rate": 2.330344827586207e-06, - "loss": 0.0729, - "step": 11625 - }, - { - "epoch": 2.9278713244533803, - "grad_norm": 1.4769775867462158, - "learning_rate": 2.3131034482758623e-06, - "loss": 0.0665, - "step": 11650 - }, - { - "epoch": 2.934154310128173, - "grad_norm": 1.83705735206604, - "learning_rate": 2.2958620689655176e-06, - "loss": 0.0777, - "step": 11675 - }, - { - "epoch": 2.9404372958029654, - "grad_norm": 1.8100663423538208, - "learning_rate": 2.278620689655173e-06, - "loss": 0.0717, - "step": 11700 - }, - { - "epoch": 2.9467202814777584, - "grad_norm": 1.144631028175354, - "learning_rate": 2.2613793103448277e-06, - "loss": 0.0622, - "step": 11725 - }, - { - "epoch": 2.953003267152551, - "grad_norm": 1.8608859777450562, - "learning_rate": 2.244137931034483e-06, - "loss": 0.0706, - "step": 11750 - }, - { - "epoch": 2.9592862528273436, - "grad_norm": 2.04830002784729, - "learning_rate": 2.2268965517241383e-06, - "loss": 0.065, - "step": 11775 - }, - { - "epoch": 2.965569238502136, - "grad_norm": 1.9950125217437744, - "learning_rate": 2.209655172413793e-06, - "loss": 0.0734, - "step": 11800 - }, - { - "epoch": 2.9718522241769287, - "grad_norm": 1.2800809144973755, - "learning_rate": 2.1924137931034485e-06, - "loss": 0.0626, - "step": 11825 - }, - { - "epoch": 2.9781352098517218, - "grad_norm": 2.180931568145752, - "learning_rate": 2.1751724137931033e-06, - "loss": 0.0694, - "step": 11850 - }, - { - "epoch": 2.9844181955265143, - "grad_norm": 1.5621517896652222, - "learning_rate": 2.157931034482759e-06, - "loss": 0.0789, - "step": 11875 - }, - { - "epoch": 2.990701181201307, - "grad_norm": 1.7615336179733276, - "learning_rate": 2.140689655172414e-06, - "loss": 0.0714, - "step": 11900 - }, - { - "epoch": 2.9969841668760995, - "grad_norm": 1.793643593788147, - "learning_rate": 2.1234482758620692e-06, - "loss": 0.0663, - "step": 11925 - }, - { - "epoch": 3.003267152550892, - "grad_norm": 1.6309877634048462, - "learning_rate": 2.1062068965517245e-06, - "loss": 0.0638, - "step": 11950 - }, - { - "epoch": 3.009550138225685, - "grad_norm": 1.6418914794921875, - "learning_rate": 2.0889655172413794e-06, - "loss": 0.0601, - "step": 11975 - }, - { - "epoch": 3.0158331239004776, - "grad_norm": 1.7936900854110718, - "learning_rate": 2.0717241379310347e-06, - "loss": 0.0575, - "step": 12000 - }, - { - "epoch": 3.0158331239004776, - "eval_loss": 0.1658269762992859, - "eval_runtime": 10966.6675, - "eval_samples_per_second": 1.781, - "eval_steps_per_second": 0.223, - "eval_wer": 43.487979085269416, - "step": 12000 - }, - { - "epoch": 3.02211610957527, - "grad_norm": 1.462873935699463, - "learning_rate": 2.0544827586206896e-06, - "loss": 0.0606, - "step": 12025 - }, - { - "epoch": 3.028399095250063, - "grad_norm": 1.7744050025939941, - "learning_rate": 2.037241379310345e-06, - "loss": 0.07, - "step": 12050 - }, - { - "epoch": 3.0346820809248554, - "grad_norm": 2.0455141067504883, - "learning_rate": 2.02e-06, - "loss": 0.063, - "step": 12075 - }, - { - "epoch": 3.040965066599648, - "grad_norm": 1.5644878149032593, - "learning_rate": 2.0027586206896554e-06, - "loss": 0.0688, - "step": 12100 - }, - { - "epoch": 3.047248052274441, - "grad_norm": 1.5917677879333496, - "learning_rate": 1.9855172413793107e-06, - "loss": 0.0751, - "step": 12125 - }, - { - "epoch": 3.0535310379492335, - "grad_norm": 1.8695135116577148, - "learning_rate": 1.9682758620689656e-06, - "loss": 0.0683, - "step": 12150 - }, - { - "epoch": 3.059814023624026, - "grad_norm": 1.6950143575668335, - "learning_rate": 1.951034482758621e-06, - "loss": 0.0707, - "step": 12175 - }, - { - "epoch": 3.0660970092988187, - "grad_norm": 1.7341082096099854, - "learning_rate": 1.933793103448276e-06, - "loss": 0.0705, - "step": 12200 - }, - { - "epoch": 3.0723799949736113, - "grad_norm": 2.4413957595825195, - "learning_rate": 1.916551724137931e-06, - "loss": 0.0732, - "step": 12225 - }, - { - "epoch": 3.0786629806484043, - "grad_norm": 1.6173579692840576, - "learning_rate": 1.8993103448275864e-06, - "loss": 0.0693, - "step": 12250 - }, - { - "epoch": 3.084945966323197, - "grad_norm": 1.606766939163208, - "learning_rate": 1.8820689655172416e-06, - "loss": 0.0648, - "step": 12275 - }, - { - "epoch": 3.0912289519979894, - "grad_norm": 1.7197469472885132, - "learning_rate": 1.8648275862068967e-06, - "loss": 0.0607, - "step": 12300 - }, - { - "epoch": 3.097511937672782, - "grad_norm": 1.3897112607955933, - "learning_rate": 1.847586206896552e-06, - "loss": 0.0722, - "step": 12325 - }, - { - "epoch": 3.1037949233475746, - "grad_norm": 1.53862726688385, - "learning_rate": 1.830344827586207e-06, - "loss": 0.0635, - "step": 12350 - }, - { - "epoch": 3.1100779090223676, - "grad_norm": 2.654273509979248, - "learning_rate": 1.8131034482758622e-06, - "loss": 0.0604, - "step": 12375 - }, - { - "epoch": 3.11636089469716, - "grad_norm": 1.34363853931427, - "learning_rate": 1.7958620689655173e-06, - "loss": 0.0563, - "step": 12400 - }, - { - "epoch": 3.1226438803719527, - "grad_norm": 1.0993194580078125, - "learning_rate": 1.7786206896551726e-06, - "loss": 0.0689, - "step": 12425 - }, - { - "epoch": 3.1289268660467453, - "grad_norm": 1.6156988143920898, - "learning_rate": 1.7613793103448276e-06, - "loss": 0.0563, - "step": 12450 - }, - { - "epoch": 3.135209851721538, - "grad_norm": 1.7135562896728516, - "learning_rate": 1.744137931034483e-06, - "loss": 0.0606, - "step": 12475 - }, - { - "epoch": 3.141492837396331, - "grad_norm": 1.968897819519043, - "learning_rate": 1.7268965517241382e-06, - "loss": 0.0653, - "step": 12500 - }, - { - "epoch": 3.141492837396331, - "eval_loss": 0.1663118600845337, - "eval_runtime": 11490.7091, - "eval_samples_per_second": 1.7, - "eval_steps_per_second": 0.213, - "eval_wer": 43.23918334332368, - "step": 12500 - }, - { - "epoch": 3.1477758230711235, - "grad_norm": 2.3499624729156494, - "learning_rate": 1.7096551724137933e-06, - "loss": 0.0694, - "step": 12525 - }, - { - "epoch": 3.154058808745916, - "grad_norm": 2.061582088470459, - "learning_rate": 1.6924137931034484e-06, - "loss": 0.0585, - "step": 12550 - }, - { - "epoch": 3.1603417944207086, - "grad_norm": 1.3034265041351318, - "learning_rate": 1.6751724137931037e-06, - "loss": 0.0585, - "step": 12575 - }, - { - "epoch": 3.166624780095501, - "grad_norm": 1.5961774587631226, - "learning_rate": 1.6579310344827588e-06, - "loss": 0.0623, - "step": 12600 - }, - { - "epoch": 3.172907765770294, - "grad_norm": 1.5717999935150146, - "learning_rate": 1.6406896551724138e-06, - "loss": 0.0801, - "step": 12625 - }, - { - "epoch": 3.179190751445087, - "grad_norm": 0.8206491470336914, - "learning_rate": 1.623448275862069e-06, - "loss": 0.0645, - "step": 12650 - }, - { - "epoch": 3.1854737371198794, - "grad_norm": 1.6915777921676636, - "learning_rate": 1.6062068965517244e-06, - "loss": 0.0639, - "step": 12675 - }, - { - "epoch": 3.191756722794672, - "grad_norm": 1.749098300933838, - "learning_rate": 1.5889655172413795e-06, - "loss": 0.0613, - "step": 12700 - }, - { - "epoch": 3.1980397084694645, - "grad_norm": 1.5118510723114014, - "learning_rate": 1.5717241379310346e-06, - "loss": 0.0654, - "step": 12725 - }, - { - "epoch": 3.2043226941442575, - "grad_norm": 1.413273811340332, - "learning_rate": 1.55448275862069e-06, - "loss": 0.071, - "step": 12750 - }, - { - "epoch": 3.21060567981905, - "grad_norm": 2.4434258937835693, - "learning_rate": 1.537241379310345e-06, - "loss": 0.0611, - "step": 12775 - }, - { - "epoch": 3.2168886654938427, - "grad_norm": 1.5421768426895142, - "learning_rate": 1.52e-06, - "loss": 0.0626, - "step": 12800 - }, - { - "epoch": 3.2231716511686352, - "grad_norm": 1.3737552165985107, - "learning_rate": 1.5027586206896551e-06, - "loss": 0.0644, - "step": 12825 - }, - { - "epoch": 3.229454636843428, - "grad_norm": 1.0774625539779663, - "learning_rate": 1.4855172413793104e-06, - "loss": 0.0628, - "step": 12850 - }, - { - "epoch": 3.235737622518221, - "grad_norm": 1.323012113571167, - "learning_rate": 1.4682758620689657e-06, - "loss": 0.0681, - "step": 12875 - }, - { - "epoch": 3.2420206081930134, - "grad_norm": 1.7004013061523438, - "learning_rate": 1.4510344827586208e-06, - "loss": 0.0575, - "step": 12900 - }, - { - "epoch": 3.248303593867806, - "grad_norm": 1.1748865842819214, - "learning_rate": 1.433793103448276e-06, - "loss": 0.0686, - "step": 12925 - }, - { - "epoch": 3.2545865795425986, - "grad_norm": 1.9509600400924683, - "learning_rate": 1.4165517241379312e-06, - "loss": 0.064, - "step": 12950 - }, - { - "epoch": 3.260869565217391, - "grad_norm": 1.4009268283843994, - "learning_rate": 1.3993103448275863e-06, - "loss": 0.07, - "step": 12975 - }, - { - "epoch": 3.267152550892184, - "grad_norm": 2.449444532394409, - "learning_rate": 1.3820689655172416e-06, - "loss": 0.0759, - "step": 13000 - }, - { - "epoch": 3.267152550892184, - "eval_loss": 0.16605377197265625, - "eval_runtime": 11752.4146, - "eval_samples_per_second": 1.662, - "eval_steps_per_second": 0.208, - "eval_wer": 43.109910664634896, - "step": 13000 - }, - { - "epoch": 3.2734355365669767, - "grad_norm": 1.3904393911361694, - "learning_rate": 1.3648275862068966e-06, - "loss": 0.0607, - "step": 13025 - }, - { - "epoch": 3.2797185222417693, - "grad_norm": 1.4722603559494019, - "learning_rate": 1.3475862068965517e-06, - "loss": 0.0646, - "step": 13050 - }, - { - "epoch": 3.286001507916562, - "grad_norm": 1.7087178230285645, - "learning_rate": 1.3303448275862072e-06, - "loss": 0.056, - "step": 13075 - }, - { - "epoch": 3.2922844935913544, - "grad_norm": 1.5727674961090088, - "learning_rate": 1.3131034482758623e-06, - "loss": 0.0635, - "step": 13100 - }, - { - "epoch": 3.2985674792661475, - "grad_norm": 1.9577021598815918, - "learning_rate": 1.2958620689655174e-06, - "loss": 0.064, - "step": 13125 - }, - { - "epoch": 3.30485046494094, - "grad_norm": 1.86566960811615, - "learning_rate": 1.2786206896551725e-06, - "loss": 0.062, - "step": 13150 - }, - { - "epoch": 3.3111334506157326, - "grad_norm": 1.787929892539978, - "learning_rate": 1.2613793103448278e-06, - "loss": 0.0587, - "step": 13175 - }, - { - "epoch": 3.317416436290525, - "grad_norm": 1.5625816583633423, - "learning_rate": 1.2441379310344829e-06, - "loss": 0.0638, - "step": 13200 - }, - { - "epoch": 3.3236994219653178, - "grad_norm": 1.4375091791152954, - "learning_rate": 1.226896551724138e-06, - "loss": 0.066, - "step": 13225 - }, - { - "epoch": 3.3299824076401103, - "grad_norm": 1.6865044832229614, - "learning_rate": 1.2096551724137932e-06, - "loss": 0.0584, - "step": 13250 - }, - { - "epoch": 3.3362653933149033, - "grad_norm": 2.0026865005493164, - "learning_rate": 1.1924137931034483e-06, - "loss": 0.0627, - "step": 13275 - }, - { - "epoch": 3.342548378989696, - "grad_norm": 0.9974460601806641, - "learning_rate": 1.1751724137931036e-06, - "loss": 0.0638, - "step": 13300 - }, - { - "epoch": 3.3488313646644885, - "grad_norm": 1.6640186309814453, - "learning_rate": 1.1579310344827587e-06, - "loss": 0.0599, - "step": 13325 - }, - { - "epoch": 3.355114350339281, - "grad_norm": 1.8832957744598389, - "learning_rate": 1.140689655172414e-06, - "loss": 0.0609, - "step": 13350 - }, - { - "epoch": 3.3613973360140736, - "grad_norm": 1.3539857864379883, - "learning_rate": 1.123448275862069e-06, - "loss": 0.0647, - "step": 13375 - }, - { - "epoch": 3.3676803216888667, - "grad_norm": 1.54263174533844, - "learning_rate": 1.1062068965517241e-06, - "loss": 0.0615, - "step": 13400 - }, - { - "epoch": 3.3739633073636592, - "grad_norm": 1.5486729145050049, - "learning_rate": 1.0889655172413794e-06, - "loss": 0.0543, - "step": 13425 - }, - { - "epoch": 3.380246293038452, - "grad_norm": 1.3974565267562866, - "learning_rate": 1.0717241379310345e-06, - "loss": 0.0661, - "step": 13450 - }, - { - "epoch": 3.3865292787132444, - "grad_norm": 1.3940776586532593, - "learning_rate": 1.0544827586206898e-06, - "loss": 0.062, - "step": 13475 - }, - { - "epoch": 3.392812264388037, - "grad_norm": 2.181025981903076, - "learning_rate": 1.0372413793103449e-06, - "loss": 0.0668, - "step": 13500 - }, - { - "epoch": 3.392812264388037, - "eval_loss": 0.16507452726364136, - "eval_runtime": 11681.06, - "eval_samples_per_second": 1.672, - "eval_steps_per_second": 0.209, - "eval_wer": 43.06982891230401, - "step": 13500 - }, - { - "epoch": 3.39909525006283, - "grad_norm": 1.663004755973816, - "learning_rate": 1.02e-06, - "loss": 0.0597, - "step": 13525 - }, - { - "epoch": 3.4053782357376225, - "grad_norm": 1.9507300853729248, - "learning_rate": 1.0027586206896553e-06, - "loss": 0.0623, - "step": 13550 - }, - { - "epoch": 3.411661221412415, - "grad_norm": 2.0604774951934814, - "learning_rate": 9.855172413793104e-07, - "loss": 0.061, - "step": 13575 - }, - { - "epoch": 3.4179442070872077, - "grad_norm": 1.7244702577590942, - "learning_rate": 9.682758620689656e-07, - "loss": 0.0609, - "step": 13600 - }, - { - "epoch": 3.4242271927620003, - "grad_norm": 1.3366154432296753, - "learning_rate": 9.510344827586207e-07, - "loss": 0.0623, - "step": 13625 - }, - { - "epoch": 3.4305101784367933, - "grad_norm": 1.6767691373825073, - "learning_rate": 9.33793103448276e-07, - "loss": 0.0597, - "step": 13650 - }, - { - "epoch": 3.436793164111586, - "grad_norm": 1.580768346786499, - "learning_rate": 9.165517241379311e-07, - "loss": 0.073, - "step": 13675 - }, - { - "epoch": 3.4430761497863784, - "grad_norm": 1.6998015642166138, - "learning_rate": 8.993103448275863e-07, - "loss": 0.0591, - "step": 13700 - }, - { - "epoch": 3.449359135461171, - "grad_norm": 1.5298068523406982, - "learning_rate": 8.820689655172414e-07, - "loss": 0.0598, - "step": 13725 - }, - { - "epoch": 3.4556421211359636, - "grad_norm": 2.080108165740967, - "learning_rate": 8.648275862068967e-07, - "loss": 0.0668, - "step": 13750 - }, - { - "epoch": 3.4619251068107566, - "grad_norm": 1.8349488973617554, - "learning_rate": 8.475862068965517e-07, - "loss": 0.0671, - "step": 13775 - }, - { - "epoch": 3.468208092485549, - "grad_norm": 2.383136034011841, - "learning_rate": 8.303448275862069e-07, - "loss": 0.0647, - "step": 13800 - }, - { - "epoch": 3.4744910781603418, - "grad_norm": 1.7982120513916016, - "learning_rate": 8.131034482758621e-07, - "loss": 0.0708, - "step": 13825 - }, - { - "epoch": 3.4807740638351343, - "grad_norm": 1.5413868427276611, - "learning_rate": 7.958620689655173e-07, - "loss": 0.0624, - "step": 13850 - }, - { - "epoch": 3.487057049509927, - "grad_norm": 2.7131173610687256, - "learning_rate": 7.786206896551725e-07, - "loss": 0.0709, - "step": 13875 - }, - { - "epoch": 3.49334003518472, - "grad_norm": 1.5475999116897583, - "learning_rate": 7.613793103448276e-07, - "loss": 0.0588, - "step": 13900 - }, - { - "epoch": 3.4996230208595125, - "grad_norm": 0.9188130497932434, - "learning_rate": 7.441379310344828e-07, - "loss": 0.0541, - "step": 13925 - }, - { - "epoch": 3.505906006534305, - "grad_norm": 1.8402552604675293, - "learning_rate": 7.268965517241381e-07, - "loss": 0.0611, - "step": 13950 - }, - { - "epoch": 3.5121889922090976, - "grad_norm": 1.9850478172302246, - "learning_rate": 7.096551724137931e-07, - "loss": 0.0586, - "step": 13975 - }, - { - "epoch": 3.51847197788389, - "grad_norm": 1.791929006576538, - "learning_rate": 6.924137931034483e-07, - "loss": 0.0582, - "step": 14000 - }, - { - "epoch": 3.51847197788389, - "eval_loss": 0.16593758761882782, - "eval_runtime": 11717.6125, - "eval_samples_per_second": 1.667, - "eval_steps_per_second": 0.208, - "eval_wer": 42.9048076436985, - "step": 14000 - }, - { - "epoch": 3.5247549635586832, - "grad_norm": 1.5299566984176636, - "learning_rate": 6.758620689655172e-07, - "loss": 0.0644, - "step": 14025 - }, - { - "epoch": 3.531037949233476, - "grad_norm": 1.8366338014602661, - "learning_rate": 6.586206896551725e-07, - "loss": 0.0621, - "step": 14050 - }, - { - "epoch": 3.5373209349082684, - "grad_norm": 1.5470293760299683, - "learning_rate": 6.413793103448277e-07, - "loss": 0.0624, - "step": 14075 - }, - { - "epoch": 3.543603920583061, - "grad_norm": 1.9549955129623413, - "learning_rate": 6.241379310344828e-07, - "loss": 0.064, - "step": 14100 - }, - { - "epoch": 3.5498869062578535, - "grad_norm": 1.6928914785385132, - "learning_rate": 6.068965517241379e-07, - "loss": 0.0688, - "step": 14125 - }, - { - "epoch": 3.5561698919326465, - "grad_norm": 1.8158848285675049, - "learning_rate": 5.896551724137931e-07, - "loss": 0.0666, - "step": 14150 - }, - { - "epoch": 3.562452877607439, - "grad_norm": 1.2600568532943726, - "learning_rate": 5.724137931034483e-07, - "loss": 0.057, - "step": 14175 - }, - { - "epoch": 3.5687358632822317, - "grad_norm": 1.5076507329940796, - "learning_rate": 5.551724137931035e-07, - "loss": 0.0643, - "step": 14200 - }, - { - "epoch": 3.5750188489570243, - "grad_norm": 1.486598014831543, - "learning_rate": 5.379310344827587e-07, - "loss": 0.063, - "step": 14225 - }, - { - "epoch": 3.581301834631817, - "grad_norm": 1.381836175918579, - "learning_rate": 5.206896551724138e-07, - "loss": 0.06, - "step": 14250 - }, - { - "epoch": 3.58758482030661, - "grad_norm": 1.3430190086364746, - "learning_rate": 5.03448275862069e-07, - "loss": 0.0551, - "step": 14275 - }, - { - "epoch": 3.5938678059814024, - "grad_norm": 1.7509955167770386, - "learning_rate": 4.862068965517241e-07, - "loss": 0.0555, - "step": 14300 - }, - { - "epoch": 3.600150791656195, - "grad_norm": 1.3928794860839844, - "learning_rate": 4.6896551724137934e-07, - "loss": 0.0577, - "step": 14325 - }, - { - "epoch": 3.6064337773309876, - "grad_norm": 1.7978532314300537, - "learning_rate": 4.5172413793103447e-07, - "loss": 0.0668, - "step": 14350 - }, - { - "epoch": 3.61271676300578, - "grad_norm": 1.4505749940872192, - "learning_rate": 4.344827586206897e-07, - "loss": 0.0608, - "step": 14375 - }, - { - "epoch": 3.618999748680573, - "grad_norm": 1.6973689794540405, - "learning_rate": 4.1724137931034485e-07, - "loss": 0.0501, - "step": 14400 - }, - { - "epoch": 3.6252827343553657, - "grad_norm": 2.222531318664551, - "learning_rate": 4.0000000000000003e-07, - "loss": 0.0645, - "step": 14425 - }, - { - "epoch": 3.6315657200301583, - "grad_norm": 2.4952709674835205, - "learning_rate": 3.8275862068965517e-07, - "loss": 0.0537, - "step": 14450 - }, - { - "epoch": 3.637848705704951, - "grad_norm": 2.3859033584594727, - "learning_rate": 3.6551724137931036e-07, - "loss": 0.0652, - "step": 14475 - }, - { - "epoch": 3.6441316913797435, - "grad_norm": 1.629402756690979, - "learning_rate": 3.4827586206896555e-07, - "loss": 0.055, - "step": 14500 - }, - { - "epoch": 3.6441316913797435, - "eval_loss": 0.16478079557418823, - "eval_runtime": 11635.7899, - "eval_samples_per_second": 1.679, - "eval_steps_per_second": 0.21, - "eval_wer": 42.71378740060809, - "step": 14500 - }, - { - "epoch": 3.6504146770545365, - "grad_norm": 1.4962036609649658, - "learning_rate": 3.3103448275862073e-07, - "loss": 0.0589, - "step": 14525 - }, - { - "epoch": 3.656697662729329, - "grad_norm": 1.3538328409194946, - "learning_rate": 3.1379310344827587e-07, - "loss": 0.0614, - "step": 14550 - }, - { - "epoch": 3.6629806484041216, - "grad_norm": 1.8565229177474976, - "learning_rate": 2.9655172413793106e-07, - "loss": 0.082, - "step": 14575 - }, - { - "epoch": 3.669263634078914, - "grad_norm": 1.5180363655090332, - "learning_rate": 2.7931034482758624e-07, - "loss": 0.064, - "step": 14600 - }, - { - "epoch": 3.675546619753707, - "grad_norm": 2.005053997039795, - "learning_rate": 2.6206896551724143e-07, - "loss": 0.0734, - "step": 14625 - }, - { - "epoch": 3.6818296054285, - "grad_norm": 1.190696120262146, - "learning_rate": 2.4482758620689657e-07, - "loss": 0.0606, - "step": 14650 - }, - { - "epoch": 3.6881125911032924, - "grad_norm": 1.364521861076355, - "learning_rate": 2.2758620689655175e-07, - "loss": 0.0652, - "step": 14675 - }, - { - "epoch": 3.694395576778085, - "grad_norm": 1.3325939178466797, - "learning_rate": 2.1034482758620692e-07, - "loss": 0.0635, - "step": 14700 - }, - { - "epoch": 3.7006785624528775, - "grad_norm": 2.166093587875366, - "learning_rate": 1.931034482758621e-07, - "loss": 0.0638, - "step": 14725 - }, - { - "epoch": 3.70696154812767, - "grad_norm": 1.497362494468689, - "learning_rate": 1.7586206896551726e-07, - "loss": 0.0595, - "step": 14750 - }, - { - "epoch": 3.713244533802463, - "grad_norm": 1.7004494667053223, - "learning_rate": 1.5862068965517243e-07, - "loss": 0.0591, - "step": 14775 - }, - { - "epoch": 3.7195275194772557, - "grad_norm": 1.4566409587860107, - "learning_rate": 1.413793103448276e-07, - "loss": 0.0621, - "step": 14800 - }, - { - "epoch": 3.7258105051520483, - "grad_norm": 0.7791139483451843, - "learning_rate": 1.2413793103448277e-07, - "loss": 0.0569, - "step": 14825 - }, - { - "epoch": 3.732093490826841, - "grad_norm": 1.436057209968567, - "learning_rate": 1.0689655172413794e-07, - "loss": 0.0636, - "step": 14850 - }, - { - "epoch": 3.7383764765016334, - "grad_norm": 1.0641875267028809, - "learning_rate": 8.965517241379311e-08, - "loss": 0.0595, - "step": 14875 - }, - { - "epoch": 3.7446594621764264, - "grad_norm": 1.1096875667572021, - "learning_rate": 7.241379310344829e-08, - "loss": 0.0588, - "step": 14900 - }, - { - "epoch": 3.750942447851219, - "grad_norm": 1.2665530443191528, - "learning_rate": 5.517241379310345e-08, - "loss": 0.0627, - "step": 14925 - }, - { - "epoch": 3.7572254335260116, - "grad_norm": 1.4025217294692993, - "learning_rate": 3.793103448275862e-08, - "loss": 0.056, - "step": 14950 - }, - { - "epoch": 3.763508419200804, - "grad_norm": 1.0198439359664917, - "learning_rate": 2.0689655172413796e-08, - "loss": 0.0584, - "step": 14975 - }, - { - "epoch": 3.7697914048755967, - "grad_norm": 1.531874656677246, - "learning_rate": 3.4482758620689654e-09, - "loss": 0.0577, - "step": 15000 - }, - { - "epoch": 3.7697914048755967, - "eval_loss": 0.16528290510177612, - "eval_runtime": 11264.7491, - "eval_samples_per_second": 1.734, - "eval_steps_per_second": 0.217, - "eval_wer": 42.7856456773094, - "step": 15000 + "epoch": 3.9623576027736505, + "eval_loss": 0.12850907444953918, + "eval_runtime": 3467.0941, + "eval_samples_per_second": 2.815, + "eval_steps_per_second": 0.352, + "eval_wer": 41.511269513669795, + "step": 8000 } ], - "logging_steps": 25, - "max_steps": 15000, + "logging_steps": 200, + "max_steps": 40380, "num_input_tokens_seen": 0, - "num_train_epochs": 4, - "save_steps": 500, + "num_train_epochs": 20, + "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { @@ -4491,13 +373,13 @@ "should_evaluate": false, "should_log": false, "should_save": true, - "should_training_stop": true + "should_training_stop": false }, "attributes": {} } }, - "total_flos": 6.924722114838528e+19, - "train_batch_size": 16, + "total_flos": 2.9550365812187136e+20, + "train_batch_size": 64, "trial_name": null, "trial_params": null }