{ "best_metric": 0.4313293993473053, "best_model_checkpoint": "ai-light-dance_singing_ft_wav2vec2-large-xlsr-53-5gram-v2/checkpoint-552", "epoch": 9.998756078253987, "global_step": 5520, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 2.0000000000000002e-07, "loss": 0.1439, "step": 10 }, { "epoch": 0.04, "learning_rate": 4.0000000000000003e-07, "loss": 0.1474, "step": 20 }, { "epoch": 0.05, "learning_rate": 6.000000000000001e-07, "loss": 0.1665, "step": 30 }, { "epoch": 0.07, "learning_rate": 8.000000000000001e-07, "loss": 0.1404, "step": 40 }, { "epoch": 0.09, "learning_rate": 1.0000000000000002e-06, "loss": 0.1647, "step": 50 }, { "epoch": 0.11, "learning_rate": 1.2000000000000002e-06, "loss": 0.1566, "step": 60 }, { "epoch": 0.13, "learning_rate": 1.4000000000000001e-06, "loss": 0.1448, "step": 70 }, { "epoch": 0.14, "learning_rate": 1.6000000000000001e-06, "loss": 0.1671, "step": 80 }, { "epoch": 0.16, "learning_rate": 1.8000000000000001e-06, "loss": 0.1558, "step": 90 }, { "epoch": 0.18, "learning_rate": 2.0000000000000003e-06, "loss": 0.1725, "step": 100 }, { "epoch": 0.2, "learning_rate": 2.2e-06, "loss": 0.137, "step": 110 }, { "epoch": 0.22, "learning_rate": 2.4000000000000003e-06, "loss": 0.1515, "step": 120 }, { "epoch": 0.24, "learning_rate": 2.6e-06, "loss": 0.1572, "step": 130 }, { "epoch": 0.25, "learning_rate": 2.8000000000000003e-06, "loss": 0.1438, "step": 140 }, { "epoch": 0.27, "learning_rate": 3e-06, "loss": 0.1553, "step": 150 }, { "epoch": 0.29, "learning_rate": 3.2000000000000003e-06, "loss": 0.1541, "step": 160 }, { "epoch": 0.31, "learning_rate": 3.4000000000000005e-06, "loss": 0.1439, "step": 170 }, { "epoch": 0.33, "learning_rate": 3.6000000000000003e-06, "loss": 0.1558, "step": 180 }, { "epoch": 0.34, "learning_rate": 3.8000000000000005e-06, "loss": 0.1354, "step": 190 }, { "epoch": 0.36, "learning_rate": 4.000000000000001e-06, "loss": 0.1454, "step": 200 }, { "epoch": 0.38, "learning_rate": 4.2000000000000004e-06, "loss": 0.1452, "step": 210 }, { "epoch": 0.4, "learning_rate": 4.38e-06, "loss": 0.1287, "step": 220 }, { "epoch": 0.42, "learning_rate": 4.58e-06, "loss": 0.1421, "step": 230 }, { "epoch": 0.43, "learning_rate": 4.78e-06, "loss": 0.1398, "step": 240 }, { "epoch": 0.45, "learning_rate": 4.960000000000001e-06, "loss": 0.1354, "step": 250 }, { "epoch": 0.47, "learning_rate": 5.1600000000000006e-06, "loss": 0.1502, "step": 260 }, { "epoch": 0.49, "learning_rate": 5.36e-06, "loss": 0.134, "step": 270 }, { "epoch": 0.51, "learning_rate": 5.560000000000001e-06, "loss": 0.1507, "step": 280 }, { "epoch": 0.52, "learning_rate": 5.76e-06, "loss": 0.1345, "step": 290 }, { "epoch": 0.54, "learning_rate": 5.9600000000000005e-06, "loss": 0.1585, "step": 300 }, { "epoch": 0.56, "learning_rate": 6.16e-06, "loss": 0.1453, "step": 310 }, { "epoch": 0.58, "learning_rate": 6.360000000000001e-06, "loss": 0.1452, "step": 320 }, { "epoch": 0.6, "learning_rate": 6.560000000000001e-06, "loss": 0.1625, "step": 330 }, { "epoch": 0.62, "learning_rate": 6.760000000000001e-06, "loss": 0.1408, "step": 340 }, { "epoch": 0.63, "learning_rate": 6.96e-06, "loss": 0.1533, "step": 350 }, { "epoch": 0.65, "learning_rate": 7.16e-06, "loss": 0.1196, "step": 360 }, { "epoch": 0.67, "learning_rate": 7.360000000000001e-06, "loss": 0.1303, "step": 370 }, { "epoch": 0.69, "learning_rate": 7.5600000000000005e-06, "loss": 0.1399, "step": 380 }, { "epoch": 0.71, "learning_rate": 7.76e-06, "loss": 0.1364, "step": 390 }, { "epoch": 0.72, "learning_rate": 7.960000000000002e-06, "loss": 0.1685, "step": 400 }, { "epoch": 0.74, "learning_rate": 8.16e-06, "loss": 0.1409, "step": 410 }, { "epoch": 0.76, "learning_rate": 8.36e-06, "loss": 0.1555, "step": 420 }, { "epoch": 0.78, "learning_rate": 8.560000000000001e-06, "loss": 0.1376, "step": 430 }, { "epoch": 0.8, "learning_rate": 8.76e-06, "loss": 0.1252, "step": 440 }, { "epoch": 0.81, "learning_rate": 8.96e-06, "loss": 0.1345, "step": 450 }, { "epoch": 0.83, "learning_rate": 9.16e-06, "loss": 0.1277, "step": 460 }, { "epoch": 0.85, "learning_rate": 9.360000000000002e-06, "loss": 0.1344, "step": 470 }, { "epoch": 0.87, "learning_rate": 9.56e-06, "loss": 0.1093, "step": 480 }, { "epoch": 0.89, "learning_rate": 9.760000000000001e-06, "loss": 0.1329, "step": 490 }, { "epoch": 0.9, "learning_rate": 9.960000000000001e-06, "loss": 0.1635, "step": 500 }, { "epoch": 0.92, "learning_rate": 9.999937336970615e-06, "loss": 0.1567, "step": 510 }, { "epoch": 0.94, "learning_rate": 9.999682771105642e-06, "loss": 0.1218, "step": 520 }, { "epoch": 0.96, "learning_rate": 9.99923239592798e-06, "loss": 0.1288, "step": 530 }, { "epoch": 0.98, "learning_rate": 9.998586229076279e-06, "loss": 0.1427, "step": 540 }, { "epoch": 1.0, "learning_rate": 9.997744295857243e-06, "loss": 0.148, "step": 550 }, { "epoch": 1.0, "eval_loss": 0.4313293993473053, "eval_runtime": 249.0624, "eval_samples_per_second": 7.89, "eval_steps_per_second": 3.947, "eval_wer": 0.16453083605446367, "step": 552 }, { "epoch": 1.01, "learning_rate": 9.996706629244636e-06, "loss": 0.1487, "step": 560 }, { "epoch": 1.03, "learning_rate": 9.995473269877994e-06, "loss": 0.1211, "step": 570 }, { "epoch": 1.05, "learning_rate": 9.994044266061033e-06, "loss": 0.1246, "step": 580 }, { "epoch": 1.07, "learning_rate": 9.992419673759752e-06, "loss": 0.1305, "step": 590 }, { "epoch": 1.09, "learning_rate": 9.990599556600252e-06, "loss": 0.1441, "step": 600 }, { "epoch": 1.1, "learning_rate": 9.98858398586623e-06, "loss": 0.1391, "step": 610 }, { "epoch": 1.12, "learning_rate": 9.9863730404962e-06, "loss": 0.1479, "step": 620 }, { "epoch": 1.14, "learning_rate": 9.983966807080394e-06, "loss": 0.1452, "step": 630 }, { "epoch": 1.16, "learning_rate": 9.981365379857373e-06, "loss": 0.1296, "step": 640 }, { "epoch": 1.18, "learning_rate": 9.97856886071034e-06, "loss": 0.1257, "step": 650 }, { "epoch": 1.2, "learning_rate": 9.975577359163137e-06, "loss": 0.1427, "step": 660 }, { "epoch": 1.21, "learning_rate": 9.972390992375972e-06, "loss": 0.1164, "step": 670 }, { "epoch": 1.23, "learning_rate": 9.969009885140821e-06, "loss": 0.1342, "step": 680 }, { "epoch": 1.25, "learning_rate": 9.96543416987654e-06, "loss": 0.1117, "step": 690 }, { "epoch": 1.27, "learning_rate": 9.961663986623688e-06, "loss": 0.1497, "step": 700 }, { "epoch": 1.29, "learning_rate": 9.957699483039027e-06, "loss": 0.1409, "step": 710 }, { "epoch": 1.3, "learning_rate": 9.953540814389754e-06, "loss": 0.1167, "step": 720 }, { "epoch": 1.32, "learning_rate": 9.949188143547414e-06, "loss": 0.1414, "step": 730 }, { "epoch": 1.34, "learning_rate": 9.944641640981519e-06, "loss": 0.1138, "step": 740 }, { "epoch": 1.36, "learning_rate": 9.939901484752874e-06, "loss": 0.1491, "step": 750 }, { "epoch": 1.38, "learning_rate": 9.934967860506604e-06, "loss": 0.1391, "step": 760 }, { "epoch": 1.39, "learning_rate": 9.929840961464883e-06, "loss": 0.1259, "step": 770 }, { "epoch": 1.41, "learning_rate": 9.924520988419366e-06, "loss": 0.155, "step": 780 }, { "epoch": 1.43, "learning_rate": 9.919008149723326e-06, "loss": 0.125, "step": 790 }, { "epoch": 1.45, "learning_rate": 9.91330266128349e-06, "loss": 0.1396, "step": 800 }, { "epoch": 1.47, "learning_rate": 9.90740474655159e-06, "loss": 0.1428, "step": 810 }, { "epoch": 1.48, "learning_rate": 9.901314636515612e-06, "loss": 0.1313, "step": 820 }, { "epoch": 1.5, "learning_rate": 9.895032569690732e-06, "loss": 0.1263, "step": 830 }, { "epoch": 1.52, "learning_rate": 9.888558792110005e-06, "loss": 0.1253, "step": 840 }, { "epoch": 1.54, "learning_rate": 9.881893557314701e-06, "loss": 0.1298, "step": 850 }, { "epoch": 1.56, "learning_rate": 9.875037126344394e-06, "loss": 0.1457, "step": 860 }, { "epoch": 1.58, "learning_rate": 9.867989767726722e-06, "loss": 0.1343, "step": 870 }, { "epoch": 1.59, "learning_rate": 9.86075175746689e-06, "loss": 0.1349, "step": 880 }, { "epoch": 1.61, "learning_rate": 9.853323379036848e-06, "loss": 0.1416, "step": 890 }, { "epoch": 1.63, "learning_rate": 9.845704923364186e-06, "loss": 0.1211, "step": 900 }, { "epoch": 1.65, "learning_rate": 9.837896688820747e-06, "loss": 0.1523, "step": 910 }, { "epoch": 1.67, "learning_rate": 9.829898981210944e-06, "loss": 0.117, "step": 920 }, { "epoch": 1.68, "learning_rate": 9.821712113759773e-06, "loss": 0.1489, "step": 930 }, { "epoch": 1.7, "learning_rate": 9.813336407100558e-06, "loss": 0.1382, "step": 940 }, { "epoch": 1.72, "learning_rate": 9.80477218926238e-06, "loss": 0.1366, "step": 950 }, { "epoch": 1.74, "learning_rate": 9.796019795657244e-06, "loss": 0.145, "step": 960 }, { "epoch": 1.76, "learning_rate": 9.787079569066933e-06, "loss": 0.1219, "step": 970 }, { "epoch": 1.77, "learning_rate": 9.777951859629584e-06, "loss": 0.1277, "step": 980 }, { "epoch": 1.79, "learning_rate": 9.768637024825985e-06, "loss": 0.1197, "step": 990 }, { "epoch": 1.81, "learning_rate": 9.759135429465556e-06, "loss": 0.1075, "step": 1000 }, { "epoch": 1.83, "learning_rate": 9.749447445672081e-06, "loss": 0.1181, "step": 1010 }, { "epoch": 1.85, "learning_rate": 9.739573452869123e-06, "loss": 0.1214, "step": 1020 }, { "epoch": 1.86, "learning_rate": 9.729513837765166e-06, "loss": 0.122, "step": 1030 }, { "epoch": 1.88, "learning_rate": 9.719268994338466e-06, "loss": 0.1399, "step": 1040 }, { "epoch": 1.9, "learning_rate": 9.708839323821635e-06, "loss": 0.1302, "step": 1050 }, { "epoch": 1.92, "learning_rate": 9.698225234685909e-06, "loss": 0.1435, "step": 1060 }, { "epoch": 1.94, "learning_rate": 9.687427142625163e-06, "loss": 0.1194, "step": 1070 }, { "epoch": 1.96, "learning_rate": 9.676445470539624e-06, "loss": 0.1202, "step": 1080 }, { "epoch": 1.97, "learning_rate": 9.665280648519311e-06, "loss": 0.1509, "step": 1090 }, { "epoch": 1.99, "learning_rate": 9.653933113827196e-06, "loss": 0.1301, "step": 1100 }, { "epoch": 2.0, "eval_loss": 0.43648838996887207, "eval_runtime": 252.1875, "eval_samples_per_second": 7.792, "eval_steps_per_second": 3.898, "eval_wer": 0.16175836362516172, "step": 1104 }, { "epoch": 2.01, "learning_rate": 9.642403310882065e-06, "loss": 0.1502, "step": 1110 }, { "epoch": 2.03, "learning_rate": 9.630691691241124e-06, "loss": 0.1332, "step": 1120 }, { "epoch": 2.05, "learning_rate": 9.61879871358232e-06, "loss": 0.1186, "step": 1130 }, { "epoch": 2.07, "learning_rate": 9.606724843686355e-06, "loss": 0.1218, "step": 1140 }, { "epoch": 2.08, "learning_rate": 9.594470554418464e-06, "loss": 0.116, "step": 1150 }, { "epoch": 2.1, "learning_rate": 9.582036325709892e-06, "loss": 0.1311, "step": 1160 }, { "epoch": 2.12, "learning_rate": 9.569422644539086e-06, "loss": 0.1129, "step": 1170 }, { "epoch": 2.14, "learning_rate": 9.55663000491264e-06, "loss": 0.109, "step": 1180 }, { "epoch": 2.16, "learning_rate": 9.543658907845937e-06, "loss": 0.1128, "step": 1190 }, { "epoch": 2.17, "learning_rate": 9.530509861343524e-06, "loss": 0.1182, "step": 1200 }, { "epoch": 2.19, "learning_rate": 9.51718338037923e-06, "loss": 0.1289, "step": 1210 }, { "epoch": 2.21, "learning_rate": 9.50367998687598e-06, "loss": 0.132, "step": 1220 }, { "epoch": 2.23, "learning_rate": 9.49000020968537e-06, "loss": 0.1279, "step": 1230 }, { "epoch": 2.25, "learning_rate": 9.476144584566947e-06, "loss": 0.1255, "step": 1240 }, { "epoch": 2.26, "learning_rate": 9.462113654167222e-06, "loss": 0.1251, "step": 1250 }, { "epoch": 2.28, "learning_rate": 9.447907967998431e-06, "loss": 0.1199, "step": 1260 }, { "epoch": 2.3, "learning_rate": 9.433528082416999e-06, "loss": 0.1159, "step": 1270 }, { "epoch": 2.32, "learning_rate": 9.418974560601761e-06, "loss": 0.1066, "step": 1280 }, { "epoch": 2.34, "learning_rate": 9.404247972531897e-06, "loss": 0.1107, "step": 1290 }, { "epoch": 2.35, "learning_rate": 9.389348894964624e-06, "loss": 0.1224, "step": 1300 }, { "epoch": 2.37, "learning_rate": 9.374277911412586e-06, "loss": 0.1223, "step": 1310 }, { "epoch": 2.39, "learning_rate": 9.359035612121018e-06, "loss": 0.1029, "step": 1320 }, { "epoch": 2.41, "learning_rate": 9.343622594044626e-06, "loss": 0.1239, "step": 1330 }, { "epoch": 2.43, "learning_rate": 9.328039460824204e-06, "loss": 0.1143, "step": 1340 }, { "epoch": 2.45, "learning_rate": 9.31228682276299e-06, "loss": 0.1282, "step": 1350 }, { "epoch": 2.46, "learning_rate": 9.296365296802778e-06, "loss": 0.118, "step": 1360 }, { "epoch": 2.48, "learning_rate": 9.280275506499736e-06, "loss": 0.1341, "step": 1370 }, { "epoch": 2.5, "learning_rate": 9.264018082000007e-06, "loss": 0.1265, "step": 1380 }, { "epoch": 2.52, "learning_rate": 9.247593660015001e-06, "loss": 0.1311, "step": 1390 }, { "epoch": 2.54, "learning_rate": 9.231002883796495e-06, "loss": 0.1265, "step": 1400 }, { "epoch": 2.55, "learning_rate": 9.21424640311141e-06, "loss": 0.1399, "step": 1410 }, { "epoch": 2.57, "learning_rate": 9.197324874216372e-06, "loss": 0.1071, "step": 1420 }, { "epoch": 2.59, "learning_rate": 9.18023895983202e-06, "loss": 0.1209, "step": 1430 }, { "epoch": 2.61, "learning_rate": 9.162989329117037e-06, "loss": 0.1058, "step": 1440 }, { "epoch": 2.63, "learning_rate": 9.145576657641954e-06, "loss": 0.0923, "step": 1450 }, { "epoch": 2.64, "learning_rate": 9.128001627362683e-06, "loss": 0.1354, "step": 1460 }, { "epoch": 2.66, "learning_rate": 9.110264926593817e-06, "loss": 0.112, "step": 1470 }, { "epoch": 2.68, "learning_rate": 9.092367249981663e-06, "loss": 0.1229, "step": 1480 }, { "epoch": 2.7, "learning_rate": 9.074309298477048e-06, "loss": 0.1243, "step": 1490 }, { "epoch": 2.72, "learning_rate": 9.056091779307854e-06, "loss": 0.1107, "step": 1500 }, { "epoch": 2.73, "learning_rate": 9.037715405951332e-06, "loss": 0.137, "step": 1510 }, { "epoch": 2.75, "learning_rate": 9.019180898106148e-06, "loss": 0.1384, "step": 1520 }, { "epoch": 2.77, "learning_rate": 9.00048898166421e-06, "loss": 0.112, "step": 1530 }, { "epoch": 2.79, "learning_rate": 8.981640388682222e-06, "loss": 0.1206, "step": 1540 }, { "epoch": 2.81, "learning_rate": 8.962635857353028e-06, "loss": 0.12, "step": 1550 }, { "epoch": 2.83, "learning_rate": 8.943476131976694e-06, "loss": 0.1283, "step": 1560 }, { "epoch": 2.84, "learning_rate": 8.92416196293136e-06, "loss": 0.1026, "step": 1570 }, { "epoch": 2.86, "learning_rate": 8.904694106643852e-06, "loss": 0.1067, "step": 1580 }, { "epoch": 2.88, "learning_rate": 8.885073325560054e-06, "loss": 0.1219, "step": 1590 }, { "epoch": 2.9, "learning_rate": 8.865300388115053e-06, "loss": 0.12, "step": 1600 }, { "epoch": 2.92, "learning_rate": 8.84537606870304e-06, "loss": 0.1295, "step": 1610 }, { "epoch": 2.93, "learning_rate": 8.825301147646978e-06, "loss": 0.1226, "step": 1620 }, { "epoch": 2.95, "learning_rate": 8.805076411168054e-06, "loss": 0.1175, "step": 1630 }, { "epoch": 2.97, "learning_rate": 8.784702651354866e-06, "loss": 0.1054, "step": 1640 }, { "epoch": 2.99, "learning_rate": 8.764180666132424e-06, "loss": 0.1237, "step": 1650 }, { "epoch": 3.0, "eval_loss": 0.44698160886764526, "eval_runtime": 252.0915, "eval_samples_per_second": 7.795, "eval_steps_per_second": 3.899, "eval_wer": 0.15954038568172016, "step": 1656 }, { "epoch": 3.01, "learning_rate": 8.743511259230885e-06, "loss": 0.1407, "step": 1660 }, { "epoch": 3.03, "learning_rate": 8.72269524015408e-06, "loss": 0.1127, "step": 1670 }, { "epoch": 3.04, "learning_rate": 8.701733424147808e-06, "loss": 0.0966, "step": 1680 }, { "epoch": 3.06, "learning_rate": 8.68062663216792e-06, "loss": 0.122, "step": 1690 }, { "epoch": 3.08, "learning_rate": 8.65937569084814e-06, "loss": 0.1039, "step": 1700 }, { "epoch": 3.1, "learning_rate": 8.637981432467719e-06, "loss": 0.1292, "step": 1710 }, { "epoch": 3.12, "learning_rate": 8.616444694918821e-06, "loss": 0.0944, "step": 1720 }, { "epoch": 3.13, "learning_rate": 8.594766321673723e-06, "loss": 0.1126, "step": 1730 }, { "epoch": 3.15, "learning_rate": 8.572947161751757e-06, "loss": 0.1123, "step": 1740 }, { "epoch": 3.17, "learning_rate": 8.550988069686085e-06, "loss": 0.1117, "step": 1750 }, { "epoch": 3.19, "learning_rate": 8.528889905490217e-06, "loss": 0.1197, "step": 1760 }, { "epoch": 3.21, "learning_rate": 8.506653534624327e-06, "loss": 0.1126, "step": 1770 }, { "epoch": 3.22, "learning_rate": 8.484279827961372e-06, "loss": 0.1149, "step": 1780 }, { "epoch": 3.24, "learning_rate": 8.461769661752968e-06, "loss": 0.0975, "step": 1790 }, { "epoch": 3.26, "learning_rate": 8.439123917595086e-06, "loss": 0.1278, "step": 1800 }, { "epoch": 3.28, "learning_rate": 8.416343482393514e-06, "loss": 0.1216, "step": 1810 }, { "epoch": 3.3, "learning_rate": 8.393429248329131e-06, "loss": 0.13, "step": 1820 }, { "epoch": 3.31, "learning_rate": 8.370382112822957e-06, "loss": 0.123, "step": 1830 }, { "epoch": 3.33, "learning_rate": 8.347202978501013e-06, "loss": 0.1086, "step": 1840 }, { "epoch": 3.35, "learning_rate": 8.323892753158969e-06, "loss": 0.1278, "step": 1850 }, { "epoch": 3.37, "learning_rate": 8.300452349726585e-06, "loss": 0.136, "step": 1860 }, { "epoch": 3.39, "learning_rate": 8.276882686231961e-06, "loss": 0.1032, "step": 1870 }, { "epoch": 3.41, "learning_rate": 8.253184685765591e-06, "loss": 0.1108, "step": 1880 }, { "epoch": 3.42, "learning_rate": 8.22935927644419e-06, "loss": 0.1098, "step": 1890 }, { "epoch": 3.44, "learning_rate": 8.205407391374372e-06, "loss": 0.1105, "step": 1900 }, { "epoch": 3.46, "learning_rate": 8.181329968616077e-06, "loss": 0.1239, "step": 1910 }, { "epoch": 3.48, "learning_rate": 8.157127951145855e-06, "loss": 0.0986, "step": 1920 }, { "epoch": 3.5, "learning_rate": 8.132802286819925e-06, "loss": 0.1081, "step": 1930 }, { "epoch": 3.51, "learning_rate": 8.108353928337056e-06, "loss": 0.0946, "step": 1940 }, { "epoch": 3.53, "learning_rate": 8.083783833201249e-06, "loss": 0.1004, "step": 1950 }, { "epoch": 3.55, "learning_rate": 8.059092963684246e-06, "loss": 0.1131, "step": 1960 }, { "epoch": 3.57, "learning_rate": 8.034282286787837e-06, "loss": 0.1168, "step": 1970 }, { "epoch": 3.59, "learning_rate": 8.00935277420599e-06, "loss": 0.1029, "step": 1980 }, { "epoch": 3.6, "learning_rate": 7.984305402286793e-06, "loss": 0.1227, "step": 1990 }, { "epoch": 3.62, "learning_rate": 7.959141151994223e-06, "loss": 0.1071, "step": 2000 }, { "epoch": 3.64, "learning_rate": 7.933861008869718e-06, "loss": 0.0982, "step": 2010 }, { "epoch": 3.66, "learning_rate": 7.908465962993584e-06, "loss": 0.1133, "step": 2020 }, { "epoch": 3.68, "learning_rate": 7.88295700894622e-06, "loss": 0.0967, "step": 2030 }, { "epoch": 3.69, "learning_rate": 7.85733514576916e-06, "loss": 0.0962, "step": 2040 }, { "epoch": 3.71, "learning_rate": 7.831601376925957e-06, "loss": 0.1093, "step": 2050 }, { "epoch": 3.73, "learning_rate": 7.80575671026287e-06, "loss": 0.1069, "step": 2060 }, { "epoch": 3.75, "learning_rate": 7.779802157969402e-06, "loss": 0.0998, "step": 2070 }, { "epoch": 3.77, "learning_rate": 7.753738736538654e-06, "loss": 0.1155, "step": 2080 }, { "epoch": 3.79, "learning_rate": 7.727567466727517e-06, "loss": 0.1182, "step": 2090 }, { "epoch": 3.8, "learning_rate": 7.701289373516692e-06, "loss": 0.1086, "step": 2100 }, { "epoch": 3.82, "learning_rate": 7.67490548607055e-06, "loss": 0.1309, "step": 2110 }, { "epoch": 3.84, "learning_rate": 7.648416837696821e-06, "loss": 0.1156, "step": 2120 }, { "epoch": 3.86, "learning_rate": 7.621824465806134e-06, "loss": 0.107, "step": 2130 }, { "epoch": 3.88, "learning_rate": 7.595129411871376e-06, "loss": 0.1255, "step": 2140 }, { "epoch": 3.89, "learning_rate": 7.568332721386913e-06, "loss": 0.1022, "step": 2150 }, { "epoch": 3.91, "learning_rate": 7.541435443827638e-06, "loss": 0.1146, "step": 2160 }, { "epoch": 3.93, "learning_rate": 7.5144386326078715e-06, "loss": 0.1055, "step": 2170 }, { "epoch": 3.95, "learning_rate": 7.487343345040109e-06, "loss": 0.0936, "step": 2180 }, { "epoch": 3.97, "learning_rate": 7.460150642293601e-06, "loss": 0.1073, "step": 2190 }, { "epoch": 3.98, "learning_rate": 7.432861589352804e-06, "loss": 0.1063, "step": 2200 }, { "epoch": 4.0, "eval_loss": 0.45932185649871826, "eval_runtime": 252.0452, "eval_samples_per_second": 7.796, "eval_steps_per_second": 3.9, "eval_wer": 0.15763046023042326, "step": 2208 }, { "epoch": 4.0, "learning_rate": 7.40547725497567e-06, "loss": 0.1263, "step": 2210 }, { "epoch": 4.02, "learning_rate": 7.3779987116517745e-06, "loss": 0.1023, "step": 2220 }, { "epoch": 4.04, "learning_rate": 7.35042703556034e-06, "loss": 0.0857, "step": 2230 }, { "epoch": 4.06, "learning_rate": 7.322763306528063e-06, "loss": 0.0986, "step": 2240 }, { "epoch": 4.08, "learning_rate": 7.2950086079868375e-06, "loss": 0.1012, "step": 2250 }, { "epoch": 4.09, "learning_rate": 7.267164026931317e-06, "loss": 0.106, "step": 2260 }, { "epoch": 4.11, "learning_rate": 7.239230653876345e-06, "loss": 0.1113, "step": 2270 }, { "epoch": 4.13, "learning_rate": 7.216820760239855e-06, "loss": 0.0771, "step": 2280 }, { "epoch": 4.15, "learning_rate": 7.18873032075605e-06, "loss": 0.0979, "step": 2290 }, { "epoch": 4.17, "learning_rate": 7.1605541610777065e-06, "loss": 0.1002, "step": 2300 }, { "epoch": 4.18, "learning_rate": 7.132293384705728e-06, "loss": 0.105, "step": 2310 }, { "epoch": 4.2, "learning_rate": 7.103949098454981e-06, "loss": 0.086, "step": 2320 }, { "epoch": 4.22, "learning_rate": 7.075522412410934e-06, "loss": 0.093, "step": 2330 }, { "epoch": 4.24, "learning_rate": 7.047014439886193e-06, "loss": 0.1009, "step": 2340 }, { "epoch": 4.26, "learning_rate": 7.018426297376898e-06, "loss": 0.0858, "step": 2350 }, { "epoch": 4.28, "learning_rate": 6.989759104518993e-06, "loss": 0.1019, "step": 2360 }, { "epoch": 4.29, "learning_rate": 6.961013984044373e-06, "loss": 0.0922, "step": 2370 }, { "epoch": 4.31, "learning_rate": 6.932192061736924e-06, "loss": 0.1015, "step": 2380 }, { "epoch": 4.33, "learning_rate": 6.9032944663884236e-06, "loss": 0.1327, "step": 2390 }, { "epoch": 4.35, "learning_rate": 6.874322329754331e-06, "loss": 0.1074, "step": 2400 }, { "epoch": 4.37, "learning_rate": 6.845276786509468e-06, "loss": 0.1078, "step": 2410 }, { "epoch": 4.38, "learning_rate": 6.816158974203582e-06, "loss": 0.0979, "step": 2420 }, { "epoch": 4.4, "learning_rate": 6.7869700332167875e-06, "loss": 0.0892, "step": 2430 }, { "epoch": 4.42, "learning_rate": 6.757711106714907e-06, "loss": 0.1081, "step": 2440 }, { "epoch": 4.44, "learning_rate": 6.728383340604703e-06, "loss": 0.0794, "step": 2450 }, { "epoch": 4.46, "learning_rate": 6.698987883488992e-06, "loss": 0.1135, "step": 2460 }, { "epoch": 4.47, "learning_rate": 6.669525886621668e-06, "loss": 0.0831, "step": 2470 }, { "epoch": 4.49, "learning_rate": 6.639998503862612e-06, "loss": 0.1024, "step": 2480 }, { "epoch": 4.51, "learning_rate": 6.610406891632495e-06, "loss": 0.0874, "step": 2490 }, { "epoch": 4.53, "learning_rate": 6.5807522088675e-06, "loss": 0.1073, "step": 2500 }, { "epoch": 4.55, "learning_rate": 6.551035616973922e-06, "loss": 0.1125, "step": 2510 }, { "epoch": 4.56, "learning_rate": 6.521258279782689e-06, "loss": 0.0959, "step": 2520 }, { "epoch": 4.58, "learning_rate": 6.491421363503776e-06, "loss": 0.0878, "step": 2530 }, { "epoch": 4.6, "learning_rate": 6.464518164486395e-06, "loss": 0.1026, "step": 2540 }, { "epoch": 4.62, "learning_rate": 6.434571269169487e-06, "loss": 0.1058, "step": 2550 }, { "epoch": 4.64, "learning_rate": 6.404568189805095e-06, "loss": 0.0995, "step": 2560 }, { "epoch": 4.65, "learning_rate": 6.374510101444242e-06, "loss": 0.1198, "step": 2570 }, { "epoch": 4.67, "learning_rate": 6.344398181292338e-06, "loss": 0.1055, "step": 2580 }, { "epoch": 4.69, "learning_rate": 6.314233608663085e-06, "loss": 0.0898, "step": 2590 }, { "epoch": 4.71, "learning_rate": 6.284017564932284e-06, "loss": 0.0925, "step": 2600 }, { "epoch": 4.73, "learning_rate": 6.253751233491565e-06, "loss": 0.1036, "step": 2610 }, { "epoch": 4.75, "learning_rate": 6.2234357997020475e-06, "loss": 0.0963, "step": 2620 }, { "epoch": 4.76, "learning_rate": 6.193072450847909e-06, "loss": 0.0864, "step": 2630 }, { "epoch": 4.78, "learning_rate": 6.162662376089894e-06, "loss": 0.1014, "step": 2640 }, { "epoch": 4.8, "learning_rate": 6.132206766418728e-06, "loss": 0.0985, "step": 2650 }, { "epoch": 4.82, "learning_rate": 6.10170681460849e-06, "loss": 0.1089, "step": 2660 }, { "epoch": 4.84, "learning_rate": 6.071163715169889e-06, "loss": 0.0928, "step": 2670 }, { "epoch": 4.85, "learning_rate": 6.040578664303476e-06, "loss": 0.0978, "step": 2680 }, { "epoch": 4.87, "learning_rate": 6.009952859852809e-06, "loss": 0.1139, "step": 2690 }, { "epoch": 4.89, "learning_rate": 5.979287501257531e-06, "loss": 0.0958, "step": 2700 }, { "epoch": 4.91, "learning_rate": 5.9485837895064e-06, "loss": 0.1157, "step": 2710 }, { "epoch": 4.93, "learning_rate": 5.9178429270902445e-06, "loss": 0.097, "step": 2720 }, { "epoch": 4.94, "learning_rate": 5.88706611795488e-06, "loss": 0.0823, "step": 2730 }, { "epoch": 4.96, "learning_rate": 5.85625456745395e-06, "loss": 0.1119, "step": 2740 }, { "epoch": 4.98, "learning_rate": 5.8254094823017195e-06, "loss": 0.1025, "step": 2750 }, { "epoch": 5.0, "learning_rate": 5.794532070525817e-06, "loss": 0.128, "step": 2760 }, { "epoch": 5.0, "eval_loss": 0.4524843692779541, "eval_runtime": 255.2762, "eval_samples_per_second": 7.698, "eval_steps_per_second": 3.851, "eval_wer": 0.16006407491836608, "step": 2760 }, { "epoch": 5.02, "learning_rate": 5.763623541419925e-06, "loss": 0.1125, "step": 2770 }, { "epoch": 5.04, "learning_rate": 5.73268510549641e-06, "loss": 0.1218, "step": 2780 }, { "epoch": 5.05, "learning_rate": 5.7017179744389276e-06, "loss": 0.1032, "step": 2790 }, { "epoch": 5.07, "learning_rate": 5.6707233610549505e-06, "loss": 0.1124, "step": 2800 }, { "epoch": 5.09, "learning_rate": 5.639702479228286e-06, "loss": 0.1126, "step": 2810 }, { "epoch": 5.11, "learning_rate": 5.608656543871524e-06, "loss": 0.1068, "step": 2820 }, { "epoch": 5.13, "learning_rate": 5.57758677087846e-06, "loss": 0.1147, "step": 2830 }, { "epoch": 5.14, "learning_rate": 5.546494377076478e-06, "loss": 0.1042, "step": 2840 }, { "epoch": 5.16, "learning_rate": 5.515380580178887e-06, "loss": 0.1154, "step": 2850 }, { "epoch": 5.18, "learning_rate": 5.484246598737234e-06, "loss": 0.1115, "step": 2860 }, { "epoch": 5.2, "learning_rate": 5.453093652093588e-06, "loss": 0.1067, "step": 2870 }, { "epoch": 5.22, "learning_rate": 5.421922960332767e-06, "loss": 0.1012, "step": 2880 }, { "epoch": 5.24, "learning_rate": 5.390735744234573e-06, "loss": 0.1102, "step": 2890 }, { "epoch": 5.25, "learning_rate": 5.359533225225971e-06, "loss": 0.0956, "step": 2900 }, { "epoch": 5.27, "learning_rate": 5.328316625333251e-06, "loss": 0.1053, "step": 2910 }, { "epoch": 5.29, "learning_rate": 5.297087167134176e-06, "loss": 0.1054, "step": 2920 }, { "epoch": 5.31, "learning_rate": 5.265846073710093e-06, "loss": 0.1078, "step": 2930 }, { "epoch": 5.33, "learning_rate": 5.2345945685980404e-06, "loss": 0.0925, "step": 2940 }, { "epoch": 5.34, "learning_rate": 5.203333875742814e-06, "loss": 0.1102, "step": 2950 }, { "epoch": 5.36, "learning_rate": 5.1720652194490504e-06, "loss": 0.1241, "step": 2960 }, { "epoch": 5.38, "learning_rate": 5.140789824333266e-06, "loss": 0.1078, "step": 2970 }, { "epoch": 5.4, "learning_rate": 5.109508915275898e-06, "loss": 0.1003, "step": 2980 }, { "epoch": 5.42, "learning_rate": 5.078223717373334e-06, "loss": 0.11, "step": 2990 }, { "epoch": 5.43, "learning_rate": 5.046935455889933e-06, "loss": 0.1005, "step": 3000 }, { "epoch": 5.45, "learning_rate": 5.0156453562100325e-06, "loss": 0.1043, "step": 3010 }, { "epoch": 5.47, "learning_rate": 4.984354643789968e-06, "loss": 0.0944, "step": 3020 }, { "epoch": 5.49, "learning_rate": 4.953064544110069e-06, "loss": 0.0946, "step": 3030 }, { "epoch": 5.51, "learning_rate": 4.9217762826266665e-06, "loss": 0.1024, "step": 3040 }, { "epoch": 5.52, "learning_rate": 4.8904910847241025e-06, "loss": 0.1092, "step": 3050 }, { "epoch": 5.54, "learning_rate": 4.8592101756667345e-06, "loss": 0.1104, "step": 3060 }, { "epoch": 5.56, "learning_rate": 4.82793478055095e-06, "loss": 0.0994, "step": 3070 }, { "epoch": 5.58, "learning_rate": 4.796666124257187e-06, "loss": 0.1082, "step": 3080 }, { "epoch": 5.6, "learning_rate": 4.765405431401961e-06, "loss": 0.0885, "step": 3090 }, { "epoch": 5.62, "learning_rate": 4.7341539262899075e-06, "loss": 0.1004, "step": 3100 }, { "epoch": 5.63, "learning_rate": 4.7029128328658255e-06, "loss": 0.1054, "step": 3110 }, { "epoch": 5.65, "learning_rate": 4.671683374666751e-06, "loss": 0.107, "step": 3120 }, { "epoch": 5.67, "learning_rate": 4.64046677477403e-06, "loss": 0.106, "step": 3130 }, { "epoch": 5.69, "learning_rate": 4.609264255765429e-06, "loss": 0.097, "step": 3140 }, { "epoch": 5.71, "learning_rate": 4.578077039667235e-06, "loss": 0.113, "step": 3150 }, { "epoch": 5.72, "learning_rate": 4.546906347906414e-06, "loss": 0.1243, "step": 3160 }, { "epoch": 5.74, "learning_rate": 4.515753401262767e-06, "loss": 0.0981, "step": 3170 }, { "epoch": 5.76, "learning_rate": 4.484619419821116e-06, "loss": 0.108, "step": 3180 }, { "epoch": 5.78, "learning_rate": 4.453505622923524e-06, "loss": 0.0973, "step": 3190 }, { "epoch": 5.8, "learning_rate": 4.422413229121541e-06, "loss": 0.0943, "step": 3200 }, { "epoch": 5.81, "learning_rate": 4.391343456128479e-06, "loss": 0.1032, "step": 3210 }, { "epoch": 5.83, "learning_rate": 4.360297520771716e-06, "loss": 0.0882, "step": 3220 }, { "epoch": 5.85, "learning_rate": 4.329276638945051e-06, "loss": 0.1055, "step": 3230 }, { "epoch": 5.87, "learning_rate": 4.298282025561076e-06, "loss": 0.1122, "step": 3240 }, { "epoch": 5.89, "learning_rate": 4.267314894503591e-06, "loss": 0.1042, "step": 3250 }, { "epoch": 5.9, "learning_rate": 4.2363764585800775e-06, "loss": 0.1061, "step": 3260 }, { "epoch": 5.92, "learning_rate": 4.205467929474186e-06, "loss": 0.0994, "step": 3270 }, { "epoch": 5.94, "learning_rate": 4.174590517698284e-06, "loss": 0.104, "step": 3280 }, { "epoch": 5.96, "learning_rate": 4.143745432546053e-06, "loss": 0.1047, "step": 3290 }, { "epoch": 5.98, "learning_rate": 4.112933882045121e-06, "loss": 0.0959, "step": 3300 }, { "epoch": 6.0, "learning_rate": 4.082157072909757e-06, "loss": 0.1099, "step": 3310 }, { "epoch": 6.0, "eval_loss": 0.45925378799438477, "eval_runtime": 252.1916, "eval_samples_per_second": 7.792, "eval_steps_per_second": 3.898, "eval_wer": 0.1566754975047748, "step": 3312 }, { "epoch": 6.01, "learning_rate": 4.0514162104936025e-06, "loss": 0.1143, "step": 3320 }, { "epoch": 6.03, "learning_rate": 4.020712498742469e-06, "loss": 0.1044, "step": 3330 }, { "epoch": 6.05, "learning_rate": 3.990047140147192e-06, "loss": 0.0976, "step": 3340 }, { "epoch": 6.07, "learning_rate": 3.959421335696524e-06, "loss": 0.1024, "step": 3350 }, { "epoch": 6.09, "learning_rate": 3.928836284830113e-06, "loss": 0.1066, "step": 3360 }, { "epoch": 6.1, "learning_rate": 3.898293185391509e-06, "loss": 0.1052, "step": 3370 }, { "epoch": 6.12, "learning_rate": 3.867793233581272e-06, "loss": 0.0999, "step": 3380 }, { "epoch": 6.14, "learning_rate": 3.8373376239101076e-06, "loss": 0.0999, "step": 3390 }, { "epoch": 6.16, "learning_rate": 3.806927549152091e-06, "loss": 0.0934, "step": 3400 }, { "epoch": 6.18, "learning_rate": 3.776564200297953e-06, "loss": 0.096, "step": 3410 }, { "epoch": 6.2, "learning_rate": 3.746248766508435e-06, "loss": 0.1039, "step": 3420 }, { "epoch": 6.21, "learning_rate": 3.7159824350677177e-06, "loss": 0.0921, "step": 3430 }, { "epoch": 6.23, "learning_rate": 3.685766391336916e-06, "loss": 0.0968, "step": 3440 }, { "epoch": 6.25, "learning_rate": 3.6556018187076624e-06, "loss": 0.0857, "step": 3450 }, { "epoch": 6.27, "learning_rate": 3.6254898985557598e-06, "loss": 0.0919, "step": 3460 }, { "epoch": 6.29, "learning_rate": 3.5954318101949047e-06, "loss": 0.1131, "step": 3470 }, { "epoch": 6.3, "learning_rate": 3.5654287308305137e-06, "loss": 0.0937, "step": 3480 }, { "epoch": 6.32, "learning_rate": 3.5354818355136058e-06, "loss": 0.087, "step": 3490 }, { "epoch": 6.34, "learning_rate": 3.5055922970947943e-06, "loss": 0.099, "step": 3500 }, { "epoch": 6.36, "learning_rate": 3.475761286178341e-06, "loss": 0.086, "step": 3510 }, { "epoch": 6.38, "learning_rate": 3.44598997107632e-06, "loss": 0.0967, "step": 3520 }, { "epoch": 6.39, "learning_rate": 3.416279517762858e-06, "loss": 0.0897, "step": 3530 }, { "epoch": 6.41, "learning_rate": 3.386631089828468e-06, "loss": 0.1096, "step": 3540 }, { "epoch": 6.43, "learning_rate": 3.35704584843448e-06, "loss": 0.0944, "step": 3550 }, { "epoch": 6.45, "learning_rate": 3.3275249522675656e-06, "loss": 0.1001, "step": 3560 }, { "epoch": 6.47, "learning_rate": 3.2980695574943532e-06, "loss": 0.1179, "step": 3570 }, { "epoch": 6.48, "learning_rate": 3.268680817716158e-06, "loss": 0.1138, "step": 3580 }, { "epoch": 6.5, "learning_rate": 3.2393598839237903e-06, "loss": 0.0833, "step": 3590 }, { "epoch": 6.52, "learning_rate": 3.2101079044524895e-06, "loss": 0.0961, "step": 3600 }, { "epoch": 6.54, "learning_rate": 3.1809260249369373e-06, "loss": 0.1007, "step": 3610 }, { "epoch": 6.56, "learning_rate": 3.1518153882663994e-06, "loss": 0.1136, "step": 3620 }, { "epoch": 6.58, "learning_rate": 3.1227771345399647e-06, "loss": 0.0951, "step": 3630 }, { "epoch": 6.59, "learning_rate": 3.093812401021885e-06, "loss": 0.1036, "step": 3640 }, { "epoch": 6.61, "learning_rate": 3.0649223220970458e-06, "loss": 0.096, "step": 3650 }, { "epoch": 6.63, "learning_rate": 3.0361080292265354e-06, "loss": 0.092, "step": 3660 }, { "epoch": 6.65, "learning_rate": 3.0073706509033257e-06, "loss": 0.1027, "step": 3670 }, { "epoch": 6.67, "learning_rate": 2.978711312608084e-06, "loss": 0.0949, "step": 3680 }, { "epoch": 6.68, "learning_rate": 2.9501311367650908e-06, "loss": 0.0976, "step": 3690 }, { "epoch": 6.7, "learning_rate": 2.92163124269828e-06, "loss": 0.0858, "step": 3700 }, { "epoch": 6.72, "learning_rate": 2.8932127465874004e-06, "loss": 0.1046, "step": 3710 }, { "epoch": 6.74, "learning_rate": 2.864876761424309e-06, "loss": 0.1005, "step": 3720 }, { "epoch": 6.76, "learning_rate": 2.8366243969693674e-06, "loss": 0.1124, "step": 3730 }, { "epoch": 6.77, "learning_rate": 2.8084567597079915e-06, "loss": 0.0951, "step": 3740 }, { "epoch": 6.79, "learning_rate": 2.7803749528073108e-06, "loss": 0.1063, "step": 3750 }, { "epoch": 6.81, "learning_rate": 2.752380076072967e-06, "loss": 0.1129, "step": 3760 }, { "epoch": 6.83, "learning_rate": 2.7244732259060335e-06, "loss": 0.1051, "step": 3770 }, { "epoch": 6.85, "learning_rate": 2.6966554952600886e-06, "loss": 0.0886, "step": 3780 }, { "epoch": 6.86, "learning_rate": 2.668927973598392e-06, "loss": 0.1012, "step": 3790 }, { "epoch": 6.88, "learning_rate": 2.6412917468512354e-06, "loss": 0.0987, "step": 3800 }, { "epoch": 6.9, "learning_rate": 2.613747897373403e-06, "loss": 0.0783, "step": 3810 }, { "epoch": 6.92, "learning_rate": 2.5862975039017835e-06, "loss": 0.0951, "step": 3820 }, { "epoch": 6.94, "learning_rate": 2.5589416415131215e-06, "loss": 0.0948, "step": 3830 }, { "epoch": 6.96, "learning_rate": 2.531681381581913e-06, "loss": 0.0959, "step": 3840 }, { "epoch": 6.97, "learning_rate": 2.504517791738449e-06, "loss": 0.0861, "step": 3850 }, { "epoch": 6.99, "learning_rate": 2.4774519358269932e-06, "loss": 0.0969, "step": 3860 }, { "epoch": 7.0, "eval_loss": 0.4625459611415863, "eval_runtime": 256.2518, "eval_samples_per_second": 7.668, "eval_steps_per_second": 3.836, "eval_wer": 0.15504281929640812, "step": 3864 }, { "epoch": 7.01, "learning_rate": 2.4504848738641313e-06, "loss": 0.1284, "step": 3870 }, { "epoch": 7.03, "learning_rate": 2.4236176619972436e-06, "loss": 0.0946, "step": 3880 }, { "epoch": 7.05, "learning_rate": 2.3968513524631483e-06, "loss": 0.099, "step": 3890 }, { "epoch": 7.07, "learning_rate": 2.3701869935468893e-06, "loss": 0.0915, "step": 3900 }, { "epoch": 7.08, "learning_rate": 2.343625629540681e-06, "loss": 0.0945, "step": 3910 }, { "epoch": 7.1, "learning_rate": 2.3171683007030117e-06, "loss": 0.0889, "step": 3920 }, { "epoch": 7.12, "learning_rate": 2.2908160432178937e-06, "loss": 0.0957, "step": 3930 }, { "epoch": 7.14, "learning_rate": 2.264569889154295e-06, "loss": 0.092, "step": 3940 }, { "epoch": 7.16, "learning_rate": 2.23843086642571e-06, "loss": 0.0979, "step": 3950 }, { "epoch": 7.17, "learning_rate": 2.2123999987499015e-06, "loss": 0.0962, "step": 3960 }, { "epoch": 7.19, "learning_rate": 2.186478305608819e-06, "loss": 0.1045, "step": 3970 }, { "epoch": 7.21, "learning_rate": 2.1606668022086517e-06, "loss": 0.0961, "step": 3980 }, { "epoch": 7.23, "learning_rate": 2.1349664994400853e-06, "loss": 0.082, "step": 3990 }, { "epoch": 7.25, "learning_rate": 2.109378403838705e-06, "loss": 0.1041, "step": 4000 }, { "epoch": 7.26, "learning_rate": 2.0839035175455748e-06, "loss": 0.0905, "step": 4010 }, { "epoch": 7.28, "learning_rate": 2.0585428382679894e-06, "loss": 0.1239, "step": 4020 }, { "epoch": 7.3, "learning_rate": 2.0332973592404027e-06, "loss": 0.0933, "step": 4030 }, { "epoch": 7.32, "learning_rate": 2.008168069185525e-06, "loss": 0.0912, "step": 4040 }, { "epoch": 7.34, "learning_rate": 1.9831559522755976e-06, "loss": 0.097, "step": 4050 }, { "epoch": 7.35, "learning_rate": 1.9582619880938565e-06, "loss": 0.0924, "step": 4060 }, { "epoch": 7.37, "learning_rate": 1.9334871515961616e-06, "loss": 0.1123, "step": 4070 }, { "epoch": 7.39, "learning_rate": 1.9088324130728164e-06, "loss": 0.0865, "step": 4080 }, { "epoch": 7.41, "learning_rate": 1.8842987381105626e-06, "loss": 0.1077, "step": 4090 }, { "epoch": 7.43, "learning_rate": 1.8598870875547691e-06, "loss": 0.1001, "step": 4100 }, { "epoch": 7.45, "learning_rate": 1.8355984174717994e-06, "loss": 0.0931, "step": 4110 }, { "epoch": 7.46, "learning_rate": 1.811433679111561e-06, "loss": 0.1046, "step": 4120 }, { "epoch": 7.48, "learning_rate": 1.787393818870264e-06, "loss": 0.101, "step": 4130 }, { "epoch": 7.5, "learning_rate": 1.7634797782533436e-06, "loss": 0.1005, "step": 4140 }, { "epoch": 7.52, "learning_rate": 1.7396924938385933e-06, "loss": 0.0899, "step": 4150 }, { "epoch": 7.54, "learning_rate": 1.7160328972394835e-06, "loss": 0.1005, "step": 4160 }, { "epoch": 7.55, "learning_rate": 1.6925019150686744e-06, "loss": 0.1107, "step": 4170 }, { "epoch": 7.57, "learning_rate": 1.669100468901722e-06, "loss": 0.0946, "step": 4180 }, { "epoch": 7.59, "learning_rate": 1.6458294752409943e-06, "loss": 0.095, "step": 4190 }, { "epoch": 7.61, "learning_rate": 1.6226898454797697e-06, "loss": 0.1052, "step": 4200 }, { "epoch": 7.63, "learning_rate": 1.599682485866546e-06, "loss": 0.088, "step": 4210 }, { "epoch": 7.64, "learning_rate": 1.5768082974695476e-06, "loss": 0.118, "step": 4220 }, { "epoch": 7.66, "learning_rate": 1.5540681761414327e-06, "loss": 0.1057, "step": 4230 }, { "epoch": 7.68, "learning_rate": 1.5314630124842144e-06, "loss": 0.0895, "step": 4240 }, { "epoch": 7.7, "learning_rate": 1.5089936918143705e-06, "loss": 0.0882, "step": 4250 }, { "epoch": 7.72, "learning_rate": 1.4866610941281823e-06, "loss": 0.1084, "step": 4260 }, { "epoch": 7.73, "learning_rate": 1.4644660940672628e-06, "loss": 0.0898, "step": 4270 }, { "epoch": 7.75, "learning_rate": 1.4424095608843036e-06, "loss": 0.0834, "step": 4280 }, { "epoch": 7.77, "learning_rate": 1.4204923584090314e-06, "loss": 0.0971, "step": 4290 }, { "epoch": 7.79, "learning_rate": 1.3987153450143775e-06, "loss": 0.0936, "step": 4300 }, { "epoch": 7.81, "learning_rate": 1.3770793735828603e-06, "loss": 0.0833, "step": 4310 }, { "epoch": 7.83, "learning_rate": 1.355585291473176e-06, "loss": 0.0991, "step": 4320 }, { "epoch": 7.84, "learning_rate": 1.3342339404870253e-06, "loss": 0.0921, "step": 4330 }, { "epoch": 7.86, "learning_rate": 1.3130261568361335e-06, "loss": 0.0899, "step": 4340 }, { "epoch": 7.88, "learning_rate": 1.2919627711095068e-06, "loss": 0.0926, "step": 4350 }, { "epoch": 7.9, "learning_rate": 1.2710446082408996e-06, "loss": 0.0798, "step": 4360 }, { "epoch": 7.92, "learning_rate": 1.2502724874765087e-06, "loss": 0.0993, "step": 4370 }, { "epoch": 7.93, "learning_rate": 1.229647222342889e-06, "loss": 0.0886, "step": 4380 }, { "epoch": 7.95, "learning_rate": 1.2091696206150843e-06, "loss": 0.1052, "step": 4390 }, { "epoch": 7.97, "learning_rate": 1.1888404842850031e-06, "loss": 0.0978, "step": 4400 }, { "epoch": 7.99, "learning_rate": 1.1686606095300034e-06, "loss": 0.0994, "step": 4410 }, { "epoch": 8.0, "eval_loss": 0.4672260284423828, "eval_runtime": 252.024, "eval_samples_per_second": 7.797, "eval_steps_per_second": 3.9, "eval_wer": 0.15427268806604647, "step": 4416 }, { "epoch": 8.01, "learning_rate": 1.1486307866817082e-06, "loss": 0.1105, "step": 4420 }, { "epoch": 8.03, "learning_rate": 1.128751800195057e-06, "loss": 0.089, "step": 4430 }, { "epoch": 8.04, "learning_rate": 1.1090244286175834e-06, "loss": 0.0995, "step": 4440 }, { "epoch": 8.06, "learning_rate": 1.0894494445589171e-06, "loss": 0.1045, "step": 4450 }, { "epoch": 8.08, "learning_rate": 1.0700276146605349e-06, "loss": 0.1043, "step": 4460 }, { "epoch": 8.1, "learning_rate": 1.0507596995657288e-06, "loss": 0.0958, "step": 4470 }, { "epoch": 8.12, "learning_rate": 1.031646453889818e-06, "loss": 0.0982, "step": 4480 }, { "epoch": 8.13, "learning_rate": 1.012688626190596e-06, "loss": 0.1061, "step": 4490 }, { "epoch": 8.15, "learning_rate": 9.93886958939011e-07, "loss": 0.1027, "step": 4500 }, { "epoch": 8.17, "learning_rate": 9.752421884900915e-07, "loss": 0.1044, "step": 4510 }, { "epoch": 8.19, "learning_rate": 9.567550450541012e-07, "loss": 0.11, "step": 4520 }, { "epoch": 8.21, "learning_rate": 9.384262526679488e-07, "loss": 0.0788, "step": 4530 }, { "epoch": 8.22, "learning_rate": 9.202565291668253e-07, "loss": 0.1007, "step": 4540 }, { "epoch": 8.24, "learning_rate": 9.022465861560931e-07, "loss": 0.1109, "step": 4550 }, { "epoch": 8.26, "learning_rate": 8.843971289834157e-07, "loss": 0.0965, "step": 4560 }, { "epoch": 8.28, "learning_rate": 8.667088567111348e-07, "loss": 0.098, "step": 4570 }, { "epoch": 8.3, "learning_rate": 8.491824620888906e-07, "loss": 0.0991, "step": 4580 }, { "epoch": 8.31, "learning_rate": 8.318186315264859e-07, "loss": 0.0918, "step": 4590 }, { "epoch": 8.33, "learning_rate": 8.146180450670155e-07, "loss": 0.1017, "step": 4600 }, { "epoch": 8.35, "learning_rate": 7.975813763602219e-07, "loss": 0.1012, "step": 4610 }, { "epoch": 8.37, "learning_rate": 7.807092926361154e-07, "loss": 0.094, "step": 4620 }, { "epoch": 8.39, "learning_rate": 7.640024546788449e-07, "loss": 0.0967, "step": 4630 }, { "epoch": 8.41, "learning_rate": 7.474615168008126e-07, "loss": 0.0871, "step": 4640 }, { "epoch": 8.42, "learning_rate": 7.310871268170566e-07, "loss": 0.0876, "step": 4650 }, { "epoch": 8.44, "learning_rate": 7.148799260198736e-07, "loss": 0.1187, "step": 4660 }, { "epoch": 8.46, "learning_rate": 6.988405491537054e-07, "loss": 0.1112, "step": 4670 }, { "epoch": 8.48, "learning_rate": 6.829696243902784e-07, "loss": 0.0993, "step": 4680 }, { "epoch": 8.5, "learning_rate": 6.67267773304004e-07, "loss": 0.1097, "step": 4690 }, { "epoch": 8.51, "learning_rate": 6.517356108476314e-07, "loss": 0.0908, "step": 4700 }, { "epoch": 8.53, "learning_rate": 6.36373745328166e-07, "loss": 0.1035, "step": 4710 }, { "epoch": 8.55, "learning_rate": 6.211827783830443e-07, "loss": 0.1055, "step": 4720 }, { "epoch": 8.57, "learning_rate": 6.061633049565735e-07, "loss": 0.0856, "step": 4730 }, { "epoch": 8.59, "learning_rate": 5.913159132766272e-07, "loss": 0.0889, "step": 4740 }, { "epoch": 8.6, "learning_rate": 5.766411848316111e-07, "loss": 0.0824, "step": 4750 }, { "epoch": 8.62, "learning_rate": 5.621396943476865e-07, "loss": 0.087, "step": 4760 }, { "epoch": 8.64, "learning_rate": 5.478120097662654e-07, "loss": 0.1024, "step": 4770 }, { "epoch": 8.66, "learning_rate": 5.336586922217607e-07, "loss": 0.099, "step": 4780 }, { "epoch": 8.68, "learning_rate": 5.19680296019619e-07, "loss": 0.1145, "step": 4790 }, { "epoch": 8.69, "learning_rate": 5.05877368614604e-07, "loss": 0.1086, "step": 4800 }, { "epoch": 8.71, "learning_rate": 4.922504505893583e-07, "loss": 0.0944, "step": 4810 }, { "epoch": 8.73, "learning_rate": 4.788000756332339e-07, "loss": 0.0984, "step": 4820 }, { "epoch": 8.75, "learning_rate": 4.655267705213884e-07, "loss": 0.0852, "step": 4830 }, { "epoch": 8.77, "learning_rate": 4.524310550941513e-07, "loss": 0.1055, "step": 4840 }, { "epoch": 8.79, "learning_rate": 4.395134422366715e-07, "loss": 0.0916, "step": 4850 }, { "epoch": 8.8, "learning_rate": 4.2677443785882566e-07, "loss": 0.0865, "step": 4860 }, { "epoch": 8.82, "learning_rate": 4.142145408754061e-07, "loss": 0.0919, "step": 4870 }, { "epoch": 8.84, "learning_rate": 4.018342431865818e-07, "loss": 0.0949, "step": 4880 }, { "epoch": 8.86, "learning_rate": 3.8963402965863094e-07, "loss": 0.0725, "step": 4890 }, { "epoch": 8.88, "learning_rate": 3.7761437810495517e-07, "loss": 0.1001, "step": 4900 }, { "epoch": 8.89, "learning_rate": 3.657757592673611e-07, "loss": 0.095, "step": 4910 }, { "epoch": 8.91, "learning_rate": 3.5411863679762956e-07, "loss": 0.1136, "step": 4920 }, { "epoch": 8.93, "learning_rate": 3.426434672393542e-07, "loss": 0.0895, "step": 4930 }, { "epoch": 8.95, "learning_rate": 3.3135070001006186e-07, "loss": 0.1043, "step": 4940 }, { "epoch": 8.97, "learning_rate": 3.202407773836108e-07, "loss": 0.0973, "step": 4950 }, { "epoch": 8.98, "learning_rate": 3.093141344728695e-07, "loss": 0.125, "step": 4960 }, { "epoch": 9.0, "eval_loss": 0.46363043785095215, "eval_runtime": 255.6976, "eval_samples_per_second": 7.685, "eval_steps_per_second": 3.844, "eval_wer": 0.15439590906290432, "step": 4968 }, { "epoch": 9.0, "learning_rate": 2.985711992126772e-07, "loss": 0.1093, "step": 4970 }, { "epoch": 9.02, "learning_rate": 2.8801239234308e-07, "loss": 0.0965, "step": 4980 }, { "epoch": 9.04, "learning_rate": 2.776381273928597e-07, "loss": 0.1037, "step": 4990 }, { "epoch": 9.06, "learning_rate": 2.6744881066333104e-07, "loss": 0.0924, "step": 5000 }, { "epoch": 9.08, "learning_rate": 2.5744484121243416e-07, "loss": 0.0949, "step": 5010 }, { "epoch": 9.09, "learning_rate": 2.47626610839104e-07, "loss": 0.1042, "step": 5020 }, { "epoch": 9.11, "learning_rate": 2.3799450406792435e-07, "loss": 0.0797, "step": 5030 }, { "epoch": 9.13, "learning_rate": 2.285488981340722e-07, "loss": 0.0967, "step": 5040 }, { "epoch": 9.15, "learning_rate": 2.1929016296853679e-07, "loss": 0.0994, "step": 5050 }, { "epoch": 9.17, "learning_rate": 2.1021866118363987e-07, "loss": 0.0948, "step": 5060 }, { "epoch": 9.18, "learning_rate": 2.0133474805882735e-07, "loss": 0.0979, "step": 5070 }, { "epoch": 9.2, "learning_rate": 1.926387715267597e-07, "loss": 0.0857, "step": 5080 }, { "epoch": 9.22, "learning_rate": 1.8413107215968174e-07, "loss": 0.0989, "step": 5090 }, { "epoch": 9.24, "learning_rate": 1.7581198315608727e-07, "loss": 0.1034, "step": 5100 }, { "epoch": 9.26, "learning_rate": 1.6768183032766728e-07, "loss": 0.1041, "step": 5110 }, { "epoch": 9.28, "learning_rate": 1.597409320865506e-07, "loss": 0.0972, "step": 5120 }, { "epoch": 9.29, "learning_rate": 1.5198959943283466e-07, "loss": 0.0849, "step": 5130 }, { "epoch": 9.31, "learning_rate": 1.444281359424038e-07, "loss": 0.1031, "step": 5140 }, { "epoch": 9.33, "learning_rate": 1.3705683775504075e-07, "loss": 0.0979, "step": 5150 }, { "epoch": 9.35, "learning_rate": 1.2987599356282853e-07, "loss": 0.0942, "step": 5160 }, { "epoch": 9.37, "learning_rate": 1.2288588459884344e-07, "loss": 0.1076, "step": 5170 }, { "epoch": 9.38, "learning_rate": 1.1608678462613987e-07, "loss": 0.1009, "step": 5180 }, { "epoch": 9.4, "learning_rate": 1.0947895992703129e-07, "loss": 0.1091, "step": 5190 }, { "epoch": 9.42, "learning_rate": 1.0306266929265951e-07, "loss": 0.0834, "step": 5200 }, { "epoch": 9.44, "learning_rate": 9.683816401286017e-08, "loss": 0.0772, "step": 5210 }, { "epoch": 9.46, "learning_rate": 9.080568786631939e-08, "loss": 0.1049, "step": 5220 }, { "epoch": 9.47, "learning_rate": 8.49654771110292e-08, "loss": 0.0872, "step": 5230 }, { "epoch": 9.49, "learning_rate": 7.93177604750317e-08, "loss": 0.1156, "step": 5240 }, { "epoch": 9.51, "learning_rate": 7.386275914746222e-08, "loss": 0.092, "step": 5250 }, { "epoch": 9.53, "learning_rate": 6.860068676988907e-08, "loss": 0.0933, "step": 5260 }, { "epoch": 9.55, "learning_rate": 6.353174942794138e-08, "loss": 0.1044, "step": 5270 }, { "epoch": 9.56, "learning_rate": 5.865614564324273e-08, "loss": 0.1136, "step": 5280 }, { "epoch": 9.58, "learning_rate": 5.397406636563296e-08, "loss": 0.0944, "step": 5290 }, { "epoch": 9.6, "learning_rate": 4.948569496569078e-08, "loss": 0.0854, "step": 5300 }, { "epoch": 9.62, "learning_rate": 4.5191207227553437e-08, "loss": 0.0907, "step": 5310 }, { "epoch": 9.64, "learning_rate": 4.109077134202999e-08, "loss": 0.1166, "step": 5320 }, { "epoch": 9.65, "learning_rate": 3.718454790001546e-08, "loss": 0.1289, "step": 5330 }, { "epoch": 9.67, "learning_rate": 3.347268988620256e-08, "loss": 0.0959, "step": 5340 }, { "epoch": 9.69, "learning_rate": 2.995534267308697e-08, "loss": 0.1011, "step": 5350 }, { "epoch": 9.71, "learning_rate": 2.6632644015276987e-08, "loss": 0.1107, "step": 5360 }, { "epoch": 9.73, "learning_rate": 2.3504724044097206e-08, "loss": 0.0988, "step": 5370 }, { "epoch": 9.75, "learning_rate": 2.057170526249097e-08, "loss": 0.102, "step": 5380 }, { "epoch": 9.76, "learning_rate": 1.783370254022587e-08, "loss": 0.0955, "step": 5390 }, { "epoch": 9.78, "learning_rate": 1.5290823109390673e-08, "loss": 0.0856, "step": 5400 }, { "epoch": 9.8, "learning_rate": 1.2943166560199228e-08, "loss": 0.0964, "step": 5410 }, { "epoch": 9.82, "learning_rate": 1.0790824837088043e-08, "loss": 0.1223, "step": 5420 }, { "epoch": 9.84, "learning_rate": 8.833882235115277e-09, "loss": 0.0961, "step": 5430 }, { "epoch": 9.85, "learning_rate": 7.072415396661703e-09, "loss": 0.0815, "step": 5440 }, { "epoch": 9.87, "learning_rate": 5.506493308425342e-09, "loss": 0.0905, "step": 5450 }, { "epoch": 9.89, "learning_rate": 4.136177298724176e-09, "loss": 0.0979, "step": 5460 }, { "epoch": 9.91, "learning_rate": 2.9615210350891764e-09, "loss": 0.0995, "step": 5470 }, { "epoch": 9.93, "learning_rate": 1.9825705221665493e-09, "loss": 0.0827, "step": 5480 }, { "epoch": 9.94, "learning_rate": 1.1993640999147238e-09, "loss": 0.0803, "step": 5490 }, { "epoch": 9.96, "learning_rate": 6.119324421016704e-10, "loss": 0.0958, "step": 5500 }, { "epoch": 9.98, "learning_rate": 2.2029855510474762e-10, "loss": 0.1058, "step": 5510 }, { "epoch": 10.0, "learning_rate": 2.4477777010312175e-11, "loss": 0.0887, "step": 5520 }, { "epoch": 10.0, "eval_loss": 0.4600938856601715, "eval_runtime": 254.8215, "eval_samples_per_second": 7.711, "eval_steps_per_second": 3.858, "eval_wer": 0.15384141457704392, "step": 5520 }, { "epoch": 10.0, "step": 5520, "total_flos": 5.359318129634805e+19, "train_loss": 0.11075600774391837, "train_runtime": 38916.0499, "train_samples_per_second": 4.544, "train_steps_per_second": 0.142 } ], "max_steps": 5520, "num_train_epochs": 10, "total_flos": 5.359318129634805e+19, "trial_name": null, "trial_params": null }