{ "best_metric": 1.0, "best_model_checkpoint": "./hubert-base-phoneme/checkpoint-892", "epoch": 19.0, "global_step": 16948, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 3.0000000000000004e-07, "loss": 10.0508, "step": 10 }, { "epoch": 0.02, "learning_rate": 6.000000000000001e-07, "loss": 10.0181, "step": 20 }, { "epoch": 0.03, "learning_rate": 9e-07, "loss": 10.0615, "step": 30 }, { "epoch": 0.04, "learning_rate": 1.2000000000000002e-06, "loss": 9.884, "step": 40 }, { "epoch": 0.06, "learning_rate": 1.5e-06, "loss": 10.3733, "step": 50 }, { "epoch": 0.07, "learning_rate": 1.8e-06, "loss": 9.6116, "step": 60 }, { "epoch": 0.08, "learning_rate": 2.1000000000000002e-06, "loss": 9.8422, "step": 70 }, { "epoch": 0.09, "learning_rate": 2.4000000000000003e-06, "loss": 9.434, "step": 80 }, { "epoch": 0.1, "learning_rate": 2.7e-06, "loss": 9.4838, "step": 90 }, { "epoch": 0.11, "learning_rate": 3e-06, "loss": 9.2097, "step": 100 }, { "epoch": 0.12, "learning_rate": 3.3e-06, "loss": 8.6383, "step": 110 }, { "epoch": 0.13, "learning_rate": 3.6e-06, "loss": 7.771, "step": 120 }, { "epoch": 0.15, "learning_rate": 3.9e-06, "loss": 6.6905, "step": 130 }, { "epoch": 0.16, "learning_rate": 4.2000000000000004e-06, "loss": 5.2783, "step": 140 }, { "epoch": 0.17, "learning_rate": 4.5e-06, "loss": 4.4148, "step": 150 }, { "epoch": 0.18, "learning_rate": 4.800000000000001e-06, "loss": 3.5059, "step": 160 }, { "epoch": 0.19, "learning_rate": 5.1e-06, "loss": 3.0624, "step": 170 }, { "epoch": 0.2, "learning_rate": 5.4e-06, "loss": 2.8114, "step": 180 }, { "epoch": 0.21, "learning_rate": 5.7000000000000005e-06, "loss": 2.6647, "step": 190 }, { "epoch": 0.22, "learning_rate": 6e-06, "loss": 2.6387, "step": 200 }, { "epoch": 0.24, "learning_rate": 6.3e-06, "loss": 2.5309, "step": 210 }, { "epoch": 0.25, "learning_rate": 6.6e-06, "loss": 2.5022, "step": 220 }, { "epoch": 0.26, "learning_rate": 6.900000000000001e-06, "loss": 2.4707, "step": 230 }, { "epoch": 0.27, "learning_rate": 7.2e-06, "loss": 2.4569, "step": 240 }, { "epoch": 0.28, "learning_rate": 7.5e-06, "loss": 2.4911, "step": 250 }, { "epoch": 0.29, "learning_rate": 7.8e-06, "loss": 2.3935, "step": 260 }, { "epoch": 0.3, "learning_rate": 8.1e-06, "loss": 2.3829, "step": 270 }, { "epoch": 0.31, "learning_rate": 8.400000000000001e-06, "loss": 2.3592, "step": 280 }, { "epoch": 0.33, "learning_rate": 8.7e-06, "loss": 2.3415, "step": 290 }, { "epoch": 0.34, "learning_rate": 9e-06, "loss": 2.3694, "step": 300 }, { "epoch": 0.35, "learning_rate": 9.3e-06, "loss": 2.2955, "step": 310 }, { "epoch": 0.36, "learning_rate": 9.600000000000001e-06, "loss": 2.2776, "step": 320 }, { "epoch": 0.37, "learning_rate": 9.9e-06, "loss": 2.2613, "step": 330 }, { "epoch": 0.38, "learning_rate": 1.02e-05, "loss": 2.2486, "step": 340 }, { "epoch": 0.39, "learning_rate": 1.05e-05, "loss": 2.2866, "step": 350 }, { "epoch": 0.4, "learning_rate": 1.08e-05, "loss": 2.2031, "step": 360 }, { "epoch": 0.41, "learning_rate": 1.11e-05, "loss": 2.1882, "step": 370 }, { "epoch": 0.43, "learning_rate": 1.1400000000000001e-05, "loss": 2.1754, "step": 380 }, { "epoch": 0.44, "learning_rate": 1.1700000000000001e-05, "loss": 2.1636, "step": 390 }, { "epoch": 0.45, "learning_rate": 1.2e-05, "loss": 2.1963, "step": 400 }, { "epoch": 0.46, "learning_rate": 1.2299999999999999e-05, "loss": 2.1242, "step": 410 }, { "epoch": 0.47, "learning_rate": 1.26e-05, "loss": 2.113, "step": 420 }, { "epoch": 0.48, "learning_rate": 1.29e-05, "loss": 2.1052, "step": 430 }, { "epoch": 0.49, "learning_rate": 1.32e-05, "loss": 2.0928, "step": 440 }, { "epoch": 0.5, "learning_rate": 1.3500000000000001e-05, "loss": 2.1376, "step": 450 }, { "epoch": 0.52, "learning_rate": 1.3800000000000002e-05, "loss": 2.0639, "step": 460 }, { "epoch": 0.53, "learning_rate": 1.4099999999999999e-05, "loss": 2.0601, "step": 470 }, { "epoch": 0.54, "learning_rate": 1.44e-05, "loss": 2.0472, "step": 480 }, { "epoch": 0.55, "learning_rate": 1.47e-05, "loss": 2.048, "step": 490 }, { "epoch": 0.56, "learning_rate": 1.5e-05, "loss": 2.0917, "step": 500 }, { "epoch": 0.57, "learning_rate": 1.53e-05, "loss": 2.0244, "step": 510 }, { "epoch": 0.58, "learning_rate": 1.56e-05, "loss": 2.0172, "step": 520 }, { "epoch": 0.59, "learning_rate": 1.59e-05, "loss": 2.0129, "step": 530 }, { "epoch": 0.61, "learning_rate": 1.62e-05, "loss": 2.0134, "step": 540 }, { "epoch": 0.62, "learning_rate": 1.65e-05, "loss": 2.0569, "step": 550 }, { "epoch": 0.63, "learning_rate": 1.6800000000000002e-05, "loss": 1.9981, "step": 560 }, { "epoch": 0.64, "learning_rate": 1.71e-05, "loss": 1.9938, "step": 570 }, { "epoch": 0.65, "learning_rate": 1.74e-05, "loss": 1.9956, "step": 580 }, { "epoch": 0.66, "learning_rate": 1.77e-05, "loss": 1.9979, "step": 590 }, { "epoch": 0.67, "learning_rate": 1.8e-05, "loss": 2.0449, "step": 600 }, { "epoch": 0.68, "learning_rate": 1.83e-05, "loss": 1.9794, "step": 610 }, { "epoch": 0.7, "learning_rate": 1.86e-05, "loss": 1.9833, "step": 620 }, { "epoch": 0.71, "learning_rate": 1.8900000000000002e-05, "loss": 1.9826, "step": 630 }, { "epoch": 0.72, "learning_rate": 1.9200000000000003e-05, "loss": 1.9839, "step": 640 }, { "epoch": 0.73, "learning_rate": 1.95e-05, "loss": 2.0257, "step": 650 }, { "epoch": 0.74, "learning_rate": 1.98e-05, "loss": 1.9721, "step": 660 }, { "epoch": 0.75, "learning_rate": 2.01e-05, "loss": 1.9747, "step": 670 }, { "epoch": 0.76, "learning_rate": 2.04e-05, "loss": 1.9719, "step": 680 }, { "epoch": 0.77, "learning_rate": 2.07e-05, "loss": 1.9728, "step": 690 }, { "epoch": 0.78, "learning_rate": 2.1e-05, "loss": 2.0153, "step": 700 }, { "epoch": 0.8, "learning_rate": 2.13e-05, "loss": 1.9673, "step": 710 }, { "epoch": 0.81, "learning_rate": 2.16e-05, "loss": 1.9667, "step": 720 }, { "epoch": 0.82, "learning_rate": 2.19e-05, "loss": 1.9661, "step": 730 }, { "epoch": 0.83, "learning_rate": 2.22e-05, "loss": 1.9721, "step": 740 }, { "epoch": 0.84, "learning_rate": 2.25e-05, "loss": 2.0164, "step": 750 }, { "epoch": 0.85, "learning_rate": 2.2800000000000002e-05, "loss": 1.963, "step": 760 }, { "epoch": 0.86, "learning_rate": 2.3100000000000002e-05, "loss": 1.9622, "step": 770 }, { "epoch": 0.87, "learning_rate": 2.3400000000000003e-05, "loss": 1.9647, "step": 780 }, { "epoch": 0.89, "learning_rate": 2.37e-05, "loss": 1.9708, "step": 790 }, { "epoch": 0.9, "learning_rate": 2.4e-05, "loss": 2.0143, "step": 800 }, { "epoch": 0.91, "learning_rate": 2.43e-05, "loss": 1.96, "step": 810 }, { "epoch": 0.92, "learning_rate": 2.4599999999999998e-05, "loss": 1.9569, "step": 820 }, { "epoch": 0.93, "learning_rate": 2.49e-05, "loss": 1.9586, "step": 830 }, { "epoch": 0.94, "learning_rate": 2.52e-05, "loss": 1.9676, "step": 840 }, { "epoch": 0.95, "learning_rate": 2.55e-05, "loss": 2.0135, "step": 850 }, { "epoch": 0.96, "learning_rate": 2.58e-05, "loss": 1.9587, "step": 860 }, { "epoch": 0.98, "learning_rate": 2.61e-05, "loss": 1.9561, "step": 870 }, { "epoch": 0.99, "learning_rate": 2.64e-05, "loss": 1.957, "step": 880 }, { "epoch": 1.0, "learning_rate": 2.6700000000000002e-05, "loss": 1.9834, "step": 890 }, { "epoch": 1.0, "eval_cer": 1.0, "eval_loss": 2.0102639198303223, "eval_runtime": 455.7528, "eval_samples_per_second": 11.68, "eval_steps_per_second": 1.461, "eval_wer": 1.0, "step": 892 }, { "epoch": 1.01, "learning_rate": 2.7000000000000002e-05, "loss": 1.978, "step": 900 }, { "epoch": 1.02, "learning_rate": 2.7300000000000003e-05, "loss": 1.9444, "step": 910 }, { "epoch": 1.03, "learning_rate": 2.7600000000000003e-05, "loss": 1.9435, "step": 920 }, { "epoch": 1.04, "learning_rate": 2.79e-05, "loss": 1.9451, "step": 930 }, { "epoch": 1.05, "learning_rate": 2.8199999999999998e-05, "loss": 1.9585, "step": 940 }, { "epoch": 1.07, "learning_rate": 2.8499999999999998e-05, "loss": 1.9543, "step": 950 }, { "epoch": 1.08, "learning_rate": 2.88e-05, "loss": 1.9312, "step": 960 }, { "epoch": 1.09, "learning_rate": 2.91e-05, "loss": 1.9263, "step": 970 }, { "epoch": 1.1, "learning_rate": 2.94e-05, "loss": 1.9099, "step": 980 }, { "epoch": 1.11, "learning_rate": 2.97e-05, "loss": 1.908, "step": 990 }, { "epoch": 1.12, "learning_rate": 3e-05, "loss": 1.8822, "step": 1000 }, { "epoch": 1.13, "learning_rate": 2.9994287890327494e-05, "loss": 1.8418, "step": 1010 }, { "epoch": 1.14, "learning_rate": 2.998857578065499e-05, "loss": 1.8011, "step": 1020 }, { "epoch": 1.15, "learning_rate": 2.9982863670982485e-05, "loss": 1.7663, "step": 1030 }, { "epoch": 1.17, "learning_rate": 2.997715156130998e-05, "loss": 1.7376, "step": 1040 }, { "epoch": 1.18, "learning_rate": 2.9971439451637472e-05, "loss": 1.6903, "step": 1050 }, { "epoch": 1.19, "learning_rate": 2.996572734196497e-05, "loss": 1.6044, "step": 1060 }, { "epoch": 1.2, "learning_rate": 2.996001523229246e-05, "loss": 1.5288, "step": 1070 }, { "epoch": 1.21, "learning_rate": 2.9954303122619952e-05, "loss": 1.4588, "step": 1080 }, { "epoch": 1.22, "learning_rate": 2.994859101294745e-05, "loss": 1.4247, "step": 1090 }, { "epoch": 1.23, "learning_rate": 2.9942878903274943e-05, "loss": 1.3462, "step": 1100 }, { "epoch": 1.24, "learning_rate": 2.9937166793602437e-05, "loss": 1.2215, "step": 1110 }, { "epoch": 1.26, "learning_rate": 2.9931454683929933e-05, "loss": 1.1363, "step": 1120 }, { "epoch": 1.27, "learning_rate": 2.9925742574257427e-05, "loss": 1.0677, "step": 1130 }, { "epoch": 1.28, "learning_rate": 2.992003046458492e-05, "loss": 1.0695, "step": 1140 }, { "epoch": 1.29, "learning_rate": 2.9914318354912414e-05, "loss": 0.9967, "step": 1150 }, { "epoch": 1.3, "learning_rate": 2.990860624523991e-05, "loss": 0.9189, "step": 1160 }, { "epoch": 1.31, "learning_rate": 2.9902894135567405e-05, "loss": 0.8686, "step": 1170 }, { "epoch": 1.32, "learning_rate": 2.9897182025894898e-05, "loss": 0.8318, "step": 1180 }, { "epoch": 1.33, "learning_rate": 2.9891469916222395e-05, "loss": 0.8591, "step": 1190 }, { "epoch": 1.35, "learning_rate": 2.9885757806549885e-05, "loss": 0.8293, "step": 1200 }, { "epoch": 1.36, "learning_rate": 2.988004569687738e-05, "loss": 0.7354, "step": 1210 }, { "epoch": 1.37, "learning_rate": 2.9874333587204876e-05, "loss": 0.7069, "step": 1220 }, { "epoch": 1.38, "learning_rate": 2.986862147753237e-05, "loss": 0.6902, "step": 1230 }, { "epoch": 1.39, "learning_rate": 2.9862909367859863e-05, "loss": 0.7263, "step": 1240 }, { "epoch": 1.4, "learning_rate": 2.9857197258187356e-05, "loss": 0.7054, "step": 1250 }, { "epoch": 1.41, "learning_rate": 2.9851485148514853e-05, "loss": 0.6271, "step": 1260 }, { "epoch": 1.42, "learning_rate": 2.9845773038842347e-05, "loss": 0.6242, "step": 1270 }, { "epoch": 1.43, "learning_rate": 2.984006092916984e-05, "loss": 0.6188, "step": 1280 }, { "epoch": 1.45, "learning_rate": 2.9834348819497337e-05, "loss": 0.669, "step": 1290 }, { "epoch": 1.46, "learning_rate": 2.982863670982483e-05, "loss": 0.6418, "step": 1300 }, { "epoch": 1.47, "learning_rate": 2.9822924600152324e-05, "loss": 0.5813, "step": 1310 }, { "epoch": 1.48, "learning_rate": 2.9817212490479818e-05, "loss": 0.552, "step": 1320 }, { "epoch": 1.49, "learning_rate": 2.9812071591774564e-05, "loss": 0.5512, "step": 1330 }, { "epoch": 1.5, "learning_rate": 2.9806359482102057e-05, "loss": 0.6073, "step": 1340 }, { "epoch": 1.51, "learning_rate": 2.9800647372429554e-05, "loss": 0.6078, "step": 1350 }, { "epoch": 1.52, "learning_rate": 2.9794935262757048e-05, "loss": 0.5232, "step": 1360 }, { "epoch": 1.54, "learning_rate": 2.978922315308454e-05, "loss": 0.5132, "step": 1370 }, { "epoch": 1.55, "learning_rate": 2.978351104341203e-05, "loss": 0.5146, "step": 1380 }, { "epoch": 1.56, "learning_rate": 2.977779893373953e-05, "loss": 0.549, "step": 1390 }, { "epoch": 1.57, "learning_rate": 2.9772086824067022e-05, "loss": 0.5523, "step": 1400 }, { "epoch": 1.58, "learning_rate": 2.9766374714394515e-05, "loss": 0.4814, "step": 1410 }, { "epoch": 1.59, "learning_rate": 2.9760662604722012e-05, "loss": 0.4888, "step": 1420 }, { "epoch": 1.6, "learning_rate": 2.9754950495049506e-05, "loss": 0.4735, "step": 1430 }, { "epoch": 1.61, "learning_rate": 2.9749238385377e-05, "loss": 0.5196, "step": 1440 }, { "epoch": 1.63, "learning_rate": 2.9743526275704493e-05, "loss": 0.5258, "step": 1450 }, { "epoch": 1.64, "learning_rate": 2.973781416603199e-05, "loss": 0.4597, "step": 1460 }, { "epoch": 1.65, "learning_rate": 2.9732102056359483e-05, "loss": 0.4536, "step": 1470 }, { "epoch": 1.66, "learning_rate": 2.9726389946686977e-05, "loss": 0.4697, "step": 1480 }, { "epoch": 1.67, "learning_rate": 2.9720677837014474e-05, "loss": 0.5076, "step": 1490 }, { "epoch": 1.68, "learning_rate": 2.9714965727341968e-05, "loss": 0.5029, "step": 1500 }, { "epoch": 1.69, "learning_rate": 2.9709253617669458e-05, "loss": 0.4312, "step": 1510 }, { "epoch": 1.7, "learning_rate": 2.9703541507996955e-05, "loss": 0.4249, "step": 1520 }, { "epoch": 1.72, "learning_rate": 2.9697829398324448e-05, "loss": 0.4285, "step": 1530 }, { "epoch": 1.73, "learning_rate": 2.969211728865194e-05, "loss": 0.4892, "step": 1540 }, { "epoch": 1.74, "learning_rate": 2.9686405178979435e-05, "loss": 0.4834, "step": 1550 }, { "epoch": 1.75, "learning_rate": 2.9680693069306932e-05, "loss": 0.4269, "step": 1560 }, { "epoch": 1.76, "learning_rate": 2.9674980959634426e-05, "loss": 0.4064, "step": 1570 }, { "epoch": 1.77, "learning_rate": 2.966926884996192e-05, "loss": 0.4122, "step": 1580 }, { "epoch": 1.78, "learning_rate": 2.9663556740289416e-05, "loss": 0.4735, "step": 1590 }, { "epoch": 1.79, "learning_rate": 2.965784463061691e-05, "loss": 0.4673, "step": 1600 }, { "epoch": 1.8, "learning_rate": 2.9652132520944403e-05, "loss": 0.391, "step": 1610 }, { "epoch": 1.82, "learning_rate": 2.9646420411271897e-05, "loss": 0.3976, "step": 1620 }, { "epoch": 1.83, "learning_rate": 2.9640708301599394e-05, "loss": 0.406, "step": 1630 }, { "epoch": 1.84, "learning_rate": 2.9634996191926884e-05, "loss": 0.4501, "step": 1640 }, { "epoch": 1.85, "learning_rate": 2.9629284082254377e-05, "loss": 0.4307, "step": 1650 }, { "epoch": 1.86, "learning_rate": 2.9623571972581874e-05, "loss": 0.3756, "step": 1660 }, { "epoch": 1.87, "learning_rate": 2.9617859862909368e-05, "loss": 0.3823, "step": 1670 }, { "epoch": 1.88, "learning_rate": 2.961214775323686e-05, "loss": 0.3682, "step": 1680 }, { "epoch": 1.89, "learning_rate": 2.960643564356436e-05, "loss": 0.451, "step": 1690 }, { "epoch": 1.91, "learning_rate": 2.9600723533891852e-05, "loss": 0.4307, "step": 1700 }, { "epoch": 1.92, "learning_rate": 2.9595011424219345e-05, "loss": 0.367, "step": 1710 }, { "epoch": 1.93, "learning_rate": 2.958929931454684e-05, "loss": 0.3612, "step": 1720 }, { "epoch": 1.94, "learning_rate": 2.9583587204874336e-05, "loss": 0.3664, "step": 1730 }, { "epoch": 1.95, "learning_rate": 2.957787509520183e-05, "loss": 0.414, "step": 1740 }, { "epoch": 1.96, "learning_rate": 2.9572162985529323e-05, "loss": 0.4083, "step": 1750 }, { "epoch": 1.97, "learning_rate": 2.956645087585682e-05, "loss": 0.3466, "step": 1760 }, { "epoch": 1.98, "learning_rate": 2.9560738766184313e-05, "loss": 0.3608, "step": 1770 }, { "epoch": 2.0, "learning_rate": 2.9555026656511804e-05, "loss": 0.3727, "step": 1780 }, { "epoch": 2.0, "eval_cer": 1.1903632640862523, "eval_loss": 0.4055168926715851, "eval_runtime": 471.301, "eval_samples_per_second": 11.294, "eval_steps_per_second": 1.413, "eval_wer": 3.3037588963878104, "step": 1784 }, { "epoch": 2.01, "learning_rate": 2.95493145468393e-05, "loss": 0.4236, "step": 1790 }, { "epoch": 2.02, "learning_rate": 2.9543602437166794e-05, "loss": 0.3318, "step": 1800 }, { "epoch": 2.03, "learning_rate": 2.9537890327494288e-05, "loss": 0.3332, "step": 1810 }, { "epoch": 2.04, "learning_rate": 2.953217821782178e-05, "loss": 0.3431, "step": 1820 }, { "epoch": 2.05, "learning_rate": 2.9526466108149278e-05, "loss": 0.3587, "step": 1830 }, { "epoch": 2.06, "learning_rate": 2.952075399847677e-05, "loss": 0.4135, "step": 1840 }, { "epoch": 2.07, "learning_rate": 2.9515041888804265e-05, "loss": 0.3323, "step": 1850 }, { "epoch": 2.09, "learning_rate": 2.9509329779131762e-05, "loss": 0.3366, "step": 1860 }, { "epoch": 2.1, "learning_rate": 2.9503617669459256e-05, "loss": 0.3357, "step": 1870 }, { "epoch": 2.11, "learning_rate": 2.949790555978675e-05, "loss": 0.369, "step": 1880 }, { "epoch": 2.12, "learning_rate": 2.9492193450114243e-05, "loss": 0.4054, "step": 1890 }, { "epoch": 2.13, "learning_rate": 2.948648134044174e-05, "loss": 0.3259, "step": 1900 }, { "epoch": 2.14, "learning_rate": 2.948076923076923e-05, "loss": 0.3212, "step": 1910 }, { "epoch": 2.15, "learning_rate": 2.9475057121096723e-05, "loss": 0.3258, "step": 1920 }, { "epoch": 2.16, "learning_rate": 2.946934501142422e-05, "loss": 0.3435, "step": 1930 }, { "epoch": 2.17, "learning_rate": 2.9463632901751714e-05, "loss": 0.3865, "step": 1940 }, { "epoch": 2.19, "learning_rate": 2.9457920792079207e-05, "loss": 0.3132, "step": 1950 }, { "epoch": 2.2, "learning_rate": 2.9452208682406704e-05, "loss": 0.3121, "step": 1960 }, { "epoch": 2.21, "learning_rate": 2.9446496572734198e-05, "loss": 0.2978, "step": 1970 }, { "epoch": 2.22, "learning_rate": 2.944078446306169e-05, "loss": 0.3421, "step": 1980 }, { "epoch": 2.23, "learning_rate": 2.9435072353389185e-05, "loss": 0.3622, "step": 1990 }, { "epoch": 2.24, "learning_rate": 2.9429360243716682e-05, "loss": 0.3107, "step": 2000 }, { "epoch": 2.25, "learning_rate": 2.9423648134044175e-05, "loss": 0.2943, "step": 2010 }, { "epoch": 2.26, "learning_rate": 2.941793602437167e-05, "loss": 0.2969, "step": 2020 }, { "epoch": 2.28, "learning_rate": 2.9412223914699166e-05, "loss": 0.314, "step": 2030 }, { "epoch": 2.29, "learning_rate": 2.9406511805026656e-05, "loss": 0.3758, "step": 2040 }, { "epoch": 2.3, "learning_rate": 2.940079969535415e-05, "loss": 0.2959, "step": 2050 }, { "epoch": 2.31, "learning_rate": 2.9395087585681643e-05, "loss": 0.2946, "step": 2060 }, { "epoch": 2.32, "learning_rate": 2.938937547600914e-05, "loss": 0.2933, "step": 2070 }, { "epoch": 2.33, "learning_rate": 2.9383663366336634e-05, "loss": 0.3173, "step": 2080 }, { "epoch": 2.34, "learning_rate": 2.9377951256664127e-05, "loss": 0.3589, "step": 2090 }, { "epoch": 2.35, "learning_rate": 2.9372239146991624e-05, "loss": 0.2963, "step": 2100 }, { "epoch": 2.37, "learning_rate": 2.9366527037319118e-05, "loss": 0.2839, "step": 2110 }, { "epoch": 2.38, "learning_rate": 2.936081492764661e-05, "loss": 0.2855, "step": 2120 }, { "epoch": 2.39, "learning_rate": 2.9355102817974108e-05, "loss": 0.2987, "step": 2130 }, { "epoch": 2.4, "learning_rate": 2.93493907083016e-05, "loss": 0.3554, "step": 2140 }, { "epoch": 2.41, "learning_rate": 2.9343678598629095e-05, "loss": 0.2887, "step": 2150 }, { "epoch": 2.42, "learning_rate": 2.933796648895659e-05, "loss": 0.2829, "step": 2160 }, { "epoch": 2.43, "learning_rate": 2.9332254379284082e-05, "loss": 0.2678, "step": 2170 }, { "epoch": 2.44, "learning_rate": 2.9326542269611576e-05, "loss": 0.3152, "step": 2180 }, { "epoch": 2.46, "learning_rate": 2.932083015993907e-05, "loss": 0.3577, "step": 2190 }, { "epoch": 2.47, "learning_rate": 2.9315118050266566e-05, "loss": 0.2724, "step": 2200 }, { "epoch": 2.48, "learning_rate": 2.930940594059406e-05, "loss": 0.2738, "step": 2210 }, { "epoch": 2.49, "learning_rate": 2.9303693830921553e-05, "loss": 0.2821, "step": 2220 }, { "epoch": 2.5, "learning_rate": 2.9297981721249047e-05, "loss": 0.3088, "step": 2230 }, { "epoch": 2.51, "learning_rate": 2.9292269611576544e-05, "loss": 0.3438, "step": 2240 }, { "epoch": 2.52, "learning_rate": 2.9286557501904037e-05, "loss": 0.2671, "step": 2250 }, { "epoch": 2.53, "learning_rate": 2.928084539223153e-05, "loss": 0.2659, "step": 2260 }, { "epoch": 2.54, "learning_rate": 2.9275133282559028e-05, "loss": 0.2652, "step": 2270 }, { "epoch": 2.56, "learning_rate": 2.926942117288652e-05, "loss": 0.2901, "step": 2280 }, { "epoch": 2.57, "learning_rate": 2.9263709063214015e-05, "loss": 0.3306, "step": 2290 }, { "epoch": 2.58, "learning_rate": 2.9257996953541512e-05, "loss": 0.2663, "step": 2300 }, { "epoch": 2.59, "learning_rate": 2.9252284843869002e-05, "loss": 0.2535, "step": 2310 }, { "epoch": 2.6, "learning_rate": 2.9246572734196496e-05, "loss": 0.2607, "step": 2320 }, { "epoch": 2.61, "learning_rate": 2.924086062452399e-05, "loss": 0.2701, "step": 2330 }, { "epoch": 2.62, "learning_rate": 2.9235148514851486e-05, "loss": 0.3209, "step": 2340 }, { "epoch": 2.63, "learning_rate": 2.922943640517898e-05, "loss": 0.2504, "step": 2350 }, { "epoch": 2.65, "learning_rate": 2.9223724295506473e-05, "loss": 0.2617, "step": 2360 }, { "epoch": 2.66, "learning_rate": 2.921801218583397e-05, "loss": 0.2562, "step": 2370 }, { "epoch": 2.67, "learning_rate": 2.9212300076161464e-05, "loss": 0.2812, "step": 2380 }, { "epoch": 2.68, "learning_rate": 2.9206587966488957e-05, "loss": 0.289, "step": 2390 }, { "epoch": 2.69, "learning_rate": 2.9200875856816454e-05, "loss": 0.2452, "step": 2400 }, { "epoch": 2.7, "learning_rate": 2.9195163747143948e-05, "loss": 0.2441, "step": 2410 }, { "epoch": 2.71, "learning_rate": 2.918945163747144e-05, "loss": 0.2522, "step": 2420 }, { "epoch": 2.72, "learning_rate": 2.9183739527798935e-05, "loss": 0.2829, "step": 2430 }, { "epoch": 2.74, "learning_rate": 2.9178027418126428e-05, "loss": 0.3089, "step": 2440 }, { "epoch": 2.75, "learning_rate": 2.9172315308453922e-05, "loss": 0.2365, "step": 2450 }, { "epoch": 2.76, "learning_rate": 2.9166603198781415e-05, "loss": 0.2409, "step": 2460 }, { "epoch": 2.77, "learning_rate": 2.9160891089108912e-05, "loss": 0.2417, "step": 2470 }, { "epoch": 2.78, "learning_rate": 2.9155178979436406e-05, "loss": 0.2627, "step": 2480 }, { "epoch": 2.79, "learning_rate": 2.91494668697639e-05, "loss": 0.308, "step": 2490 }, { "epoch": 2.8, "learning_rate": 2.9143754760091393e-05, "loss": 0.2377, "step": 2500 }, { "epoch": 2.81, "learning_rate": 2.913804265041889e-05, "loss": 0.2371, "step": 2510 }, { "epoch": 2.83, "learning_rate": 2.9132330540746383e-05, "loss": 0.2444, "step": 2520 }, { "epoch": 2.84, "learning_rate": 2.9126618431073877e-05, "loss": 0.2427, "step": 2530 }, { "epoch": 2.85, "learning_rate": 2.9120906321401374e-05, "loss": 0.2827, "step": 2540 }, { "epoch": 2.86, "learning_rate": 2.9115194211728867e-05, "loss": 0.2312, "step": 2550 }, { "epoch": 2.87, "learning_rate": 2.910948210205636e-05, "loss": 0.232, "step": 2560 }, { "epoch": 2.88, "learning_rate": 2.9103769992383854e-05, "loss": 0.2383, "step": 2570 }, { "epoch": 2.89, "learning_rate": 2.9098057882711348e-05, "loss": 0.2591, "step": 2580 }, { "epoch": 2.9, "learning_rate": 2.909234577303884e-05, "loss": 0.2841, "step": 2590 }, { "epoch": 2.91, "learning_rate": 2.9086633663366335e-05, "loss": 0.229, "step": 2600 }, { "epoch": 2.93, "learning_rate": 2.9080921553693832e-05, "loss": 0.2267, "step": 2610 }, { "epoch": 2.94, "learning_rate": 2.9075209444021326e-05, "loss": 0.2251, "step": 2620 }, { "epoch": 2.95, "learning_rate": 2.906949733434882e-05, "loss": 0.2531, "step": 2630 }, { "epoch": 2.96, "learning_rate": 2.9063785224676316e-05, "loss": 0.2865, "step": 2640 }, { "epoch": 2.97, "learning_rate": 2.905807311500381e-05, "loss": 0.2312, "step": 2650 }, { "epoch": 2.98, "learning_rate": 2.9052361005331303e-05, "loss": 0.2305, "step": 2660 }, { "epoch": 2.99, "learning_rate": 2.9046648895658797e-05, "loss": 0.2297, "step": 2670 }, { "epoch": 3.0, "eval_cer": 1.1574385695908105, "eval_loss": 0.24650105834007263, "eval_runtime": 465.2021, "eval_samples_per_second": 11.442, "eval_steps_per_second": 1.432, "eval_wer": 3.2407723392340233, "step": 2676 }, { "epoch": 3.0, "learning_rate": 2.9040936785986294e-05, "loss": 0.2733, "step": 2680 }, { "epoch": 3.02, "learning_rate": 2.9035224676313787e-05, "loss": 0.2092, "step": 2690 }, { "epoch": 3.03, "learning_rate": 2.9029512566641277e-05, "loss": 0.213, "step": 2700 }, { "epoch": 3.04, "learning_rate": 2.9023800456968774e-05, "loss": 0.2138, "step": 2710 }, { "epoch": 3.05, "learning_rate": 2.9018088347296268e-05, "loss": 0.2224, "step": 2720 }, { "epoch": 3.06, "learning_rate": 2.901237623762376e-05, "loss": 0.2534, "step": 2730 }, { "epoch": 3.07, "learning_rate": 2.9006664127951258e-05, "loss": 0.217, "step": 2740 }, { "epoch": 3.08, "learning_rate": 2.9000952018278752e-05, "loss": 0.2097, "step": 2750 }, { "epoch": 3.09, "learning_rate": 2.8995239908606245e-05, "loss": 0.2179, "step": 2760 }, { "epoch": 3.11, "learning_rate": 2.898952779893374e-05, "loss": 0.2242, "step": 2770 }, { "epoch": 3.12, "learning_rate": 2.8983815689261236e-05, "loss": 0.2723, "step": 2780 }, { "epoch": 3.13, "learning_rate": 2.897810357958873e-05, "loss": 0.2043, "step": 2790 }, { "epoch": 3.14, "learning_rate": 2.8972391469916223e-05, "loss": 0.2024, "step": 2800 }, { "epoch": 3.15, "learning_rate": 2.896667936024372e-05, "loss": 0.2048, "step": 2810 }, { "epoch": 3.16, "learning_rate": 2.8960967250571213e-05, "loss": 0.2098, "step": 2820 }, { "epoch": 3.17, "learning_rate": 2.8955255140898707e-05, "loss": 0.2604, "step": 2830 }, { "epoch": 3.18, "learning_rate": 2.89495430312262e-05, "loss": 0.1949, "step": 2840 }, { "epoch": 3.2, "learning_rate": 2.8943830921553694e-05, "loss": 0.1945, "step": 2850 }, { "epoch": 3.21, "learning_rate": 2.8938118811881188e-05, "loss": 0.2016, "step": 2860 }, { "epoch": 3.22, "learning_rate": 2.893240670220868e-05, "loss": 0.2147, "step": 2870 }, { "epoch": 3.23, "learning_rate": 2.8926694592536178e-05, "loss": 0.2668, "step": 2880 }, { "epoch": 3.24, "learning_rate": 2.892098248286367e-05, "loss": 0.2025, "step": 2890 }, { "epoch": 3.25, "learning_rate": 2.8915270373191165e-05, "loss": 0.1972, "step": 2900 }, { "epoch": 3.26, "learning_rate": 2.8909558263518662e-05, "loss": 0.2016, "step": 2910 }, { "epoch": 3.27, "learning_rate": 2.8903846153846156e-05, "loss": 0.2113, "step": 2920 }, { "epoch": 3.28, "learning_rate": 2.889813404417365e-05, "loss": 0.2527, "step": 2930 }, { "epoch": 3.3, "learning_rate": 2.8892421934501143e-05, "loss": 0.1927, "step": 2940 }, { "epoch": 3.31, "learning_rate": 2.888670982482864e-05, "loss": 0.1902, "step": 2950 }, { "epoch": 3.32, "learning_rate": 2.8880997715156133e-05, "loss": 0.1943, "step": 2960 }, { "epoch": 3.33, "learning_rate": 2.8875285605483623e-05, "loss": 0.1998, "step": 2970 }, { "epoch": 3.34, "learning_rate": 2.886957349581112e-05, "loss": 0.2636, "step": 2980 }, { "epoch": 3.35, "learning_rate": 2.8863861386138614e-05, "loss": 0.2, "step": 2990 }, { "epoch": 3.36, "learning_rate": 2.8858149276466107e-05, "loss": 0.196, "step": 3000 }, { "epoch": 3.37, "learning_rate": 2.8852437166793604e-05, "loss": 0.1928, "step": 3010 }, { "epoch": 3.39, "learning_rate": 2.8846725057121098e-05, "loss": 0.2138, "step": 3020 }, { "epoch": 3.4, "learning_rate": 2.884101294744859e-05, "loss": 0.2388, "step": 3030 }, { "epoch": 3.41, "learning_rate": 2.8835300837776085e-05, "loss": 0.1898, "step": 3040 }, { "epoch": 3.42, "learning_rate": 2.8829588728103582e-05, "loss": 0.1982, "step": 3050 }, { "epoch": 3.43, "learning_rate": 2.8823876618431075e-05, "loss": 0.1862, "step": 3060 }, { "epoch": 3.44, "learning_rate": 2.881816450875857e-05, "loss": 0.1863, "step": 3070 }, { "epoch": 3.45, "learning_rate": 2.8812452399086066e-05, "loss": 0.2476, "step": 3080 }, { "epoch": 3.46, "learning_rate": 2.880674028941356e-05, "loss": 0.1947, "step": 3090 }, { "epoch": 3.48, "learning_rate": 2.880102817974105e-05, "loss": 0.198, "step": 3100 }, { "epoch": 3.49, "learning_rate": 2.8795316070068543e-05, "loss": 0.1836, "step": 3110 }, { "epoch": 3.5, "learning_rate": 2.878960396039604e-05, "loss": 0.2044, "step": 3120 }, { "epoch": 3.51, "learning_rate": 2.8783891850723534e-05, "loss": 0.2469, "step": 3130 }, { "epoch": 3.52, "learning_rate": 2.8778179741051027e-05, "loss": 0.1871, "step": 3140 }, { "epoch": 3.53, "learning_rate": 2.8772467631378524e-05, "loss": 0.1847, "step": 3150 }, { "epoch": 3.54, "learning_rate": 2.8766755521706018e-05, "loss": 0.1922, "step": 3160 }, { "epoch": 3.55, "learning_rate": 2.876104341203351e-05, "loss": 0.1964, "step": 3170 }, { "epoch": 3.57, "learning_rate": 2.8755331302361008e-05, "loss": 0.2297, "step": 3180 }, { "epoch": 3.58, "learning_rate": 2.87496191926885e-05, "loss": 0.1818, "step": 3190 }, { "epoch": 3.59, "learning_rate": 2.8743907083015995e-05, "loss": 0.1771, "step": 3200 }, { "epoch": 3.6, "learning_rate": 2.873819497334349e-05, "loss": 0.188, "step": 3210 }, { "epoch": 3.61, "learning_rate": 2.8732482863670986e-05, "loss": 0.2021, "step": 3220 }, { "epoch": 3.62, "learning_rate": 2.8726770753998476e-05, "loss": 0.2443, "step": 3230 }, { "epoch": 3.63, "learning_rate": 2.872105864432597e-05, "loss": 0.1864, "step": 3240 }, { "epoch": 3.64, "learning_rate": 2.8715346534653466e-05, "loss": 0.1806, "step": 3250 }, { "epoch": 3.65, "learning_rate": 2.870963442498096e-05, "loss": 0.1792, "step": 3260 }, { "epoch": 3.67, "learning_rate": 2.8703922315308453e-05, "loss": 0.1896, "step": 3270 }, { "epoch": 3.68, "learning_rate": 2.869821020563595e-05, "loss": 0.2397, "step": 3280 }, { "epoch": 3.69, "learning_rate": 2.8692498095963444e-05, "loss": 0.1804, "step": 3290 }, { "epoch": 3.7, "learning_rate": 2.8686785986290937e-05, "loss": 0.1702, "step": 3300 }, { "epoch": 3.71, "learning_rate": 2.868107387661843e-05, "loss": 0.1769, "step": 3310 }, { "epoch": 3.72, "learning_rate": 2.8675361766945928e-05, "loss": 0.188, "step": 3320 }, { "epoch": 3.73, "learning_rate": 2.866964965727342e-05, "loss": 0.2287, "step": 3330 }, { "epoch": 3.74, "learning_rate": 2.8663937547600915e-05, "loss": 0.1788, "step": 3340 }, { "epoch": 3.76, "learning_rate": 2.8658225437928412e-05, "loss": 0.1753, "step": 3350 }, { "epoch": 3.77, "learning_rate": 2.8652513328255905e-05, "loss": 0.1783, "step": 3360 }, { "epoch": 3.78, "learning_rate": 2.8646801218583396e-05, "loss": 0.1795, "step": 3370 }, { "epoch": 3.79, "learning_rate": 2.864108910891089e-05, "loss": 0.2156, "step": 3380 }, { "epoch": 3.8, "learning_rate": 2.8635376999238386e-05, "loss": 0.1774, "step": 3390 }, { "epoch": 3.81, "learning_rate": 2.862966488956588e-05, "loss": 0.1775, "step": 3400 }, { "epoch": 3.82, "learning_rate": 2.8623952779893373e-05, "loss": 0.1741, "step": 3410 }, { "epoch": 3.83, "learning_rate": 2.861824067022087e-05, "loss": 0.1889, "step": 3420 }, { "epoch": 3.85, "learning_rate": 2.8612528560548364e-05, "loss": 0.2371, "step": 3430 }, { "epoch": 3.86, "learning_rate": 2.8606816450875857e-05, "loss": 0.1714, "step": 3440 }, { "epoch": 3.87, "learning_rate": 2.8601104341203354e-05, "loss": 0.1726, "step": 3450 }, { "epoch": 3.88, "learning_rate": 2.8595392231530848e-05, "loss": 0.1654, "step": 3460 }, { "epoch": 3.89, "learning_rate": 2.858968012185834e-05, "loss": 0.1815, "step": 3470 }, { "epoch": 3.9, "learning_rate": 2.8583968012185835e-05, "loss": 0.2195, "step": 3480 }, { "epoch": 3.91, "learning_rate": 2.857825590251333e-05, "loss": 0.1817, "step": 3490 }, { "epoch": 3.92, "learning_rate": 2.8572543792840822e-05, "loss": 0.1713, "step": 3500 }, { "epoch": 3.93, "learning_rate": 2.8566831683168315e-05, "loss": 0.1691, "step": 3510 }, { "epoch": 3.95, "learning_rate": 2.8561119573495812e-05, "loss": 0.1826, "step": 3520 }, { "epoch": 3.96, "learning_rate": 2.8555407463823306e-05, "loss": 0.2232, "step": 3530 }, { "epoch": 3.97, "learning_rate": 2.85496953541508e-05, "loss": 0.1715, "step": 3540 }, { "epoch": 3.98, "learning_rate": 2.8543983244478293e-05, "loss": 0.165, "step": 3550 }, { "epoch": 3.99, "learning_rate": 2.853827113480579e-05, "loss": 0.1668, "step": 3560 }, { "epoch": 4.0, "eval_cer": 1.1555144895386849, "eval_loss": 0.19247041642665863, "eval_runtime": 463.7656, "eval_samples_per_second": 11.478, "eval_steps_per_second": 1.436, "eval_wer": 3.191370602417241, "step": 3568 }, { "epoch": 4.0, "learning_rate": 2.8532559025133283e-05, "loss": 0.2236, "step": 3570 }, { "epoch": 4.01, "learning_rate": 2.8526846915460777e-05, "loss": 0.1628, "step": 3580 }, { "epoch": 4.02, "learning_rate": 2.8521134805788274e-05, "loss": 0.1628, "step": 3590 }, { "epoch": 4.04, "learning_rate": 2.8515422696115767e-05, "loss": 0.154, "step": 3600 }, { "epoch": 4.05, "learning_rate": 2.850971058644326e-05, "loss": 0.1594, "step": 3610 }, { "epoch": 4.06, "learning_rate": 2.8503998476770758e-05, "loss": 0.2198, "step": 3620 }, { "epoch": 4.07, "learning_rate": 2.8498286367098248e-05, "loss": 0.1645, "step": 3630 }, { "epoch": 4.08, "learning_rate": 2.849257425742574e-05, "loss": 0.1576, "step": 3640 }, { "epoch": 4.09, "learning_rate": 2.8486862147753235e-05, "loss": 0.1573, "step": 3650 }, { "epoch": 4.1, "learning_rate": 2.8481150038080732e-05, "loss": 0.1618, "step": 3660 }, { "epoch": 4.11, "learning_rate": 2.8475437928408225e-05, "loss": 0.2057, "step": 3670 }, { "epoch": 4.13, "learning_rate": 2.846972581873572e-05, "loss": 0.1553, "step": 3680 }, { "epoch": 4.14, "learning_rate": 2.8464013709063216e-05, "loss": 0.1562, "step": 3690 }, { "epoch": 4.15, "learning_rate": 2.845830159939071e-05, "loss": 0.1566, "step": 3700 }, { "epoch": 4.16, "learning_rate": 2.8452589489718203e-05, "loss": 0.1594, "step": 3710 }, { "epoch": 4.17, "learning_rate": 2.8446877380045697e-05, "loss": 0.2112, "step": 3720 }, { "epoch": 4.18, "learning_rate": 2.8441165270373194e-05, "loss": 0.1666, "step": 3730 }, { "epoch": 4.19, "learning_rate": 2.8435453160700687e-05, "loss": 0.1594, "step": 3740 }, { "epoch": 4.2, "learning_rate": 2.842974105102818e-05, "loss": 0.1463, "step": 3750 }, { "epoch": 4.22, "learning_rate": 2.8424028941355674e-05, "loss": 0.1544, "step": 3760 }, { "epoch": 4.23, "learning_rate": 2.8418316831683168e-05, "loss": 0.2056, "step": 3770 }, { "epoch": 4.24, "learning_rate": 2.841260472201066e-05, "loss": 0.1562, "step": 3780 }, { "epoch": 4.25, "learning_rate": 2.8406892612338158e-05, "loss": 0.1557, "step": 3790 }, { "epoch": 4.26, "learning_rate": 2.8401180502665652e-05, "loss": 0.1548, "step": 3800 }, { "epoch": 4.27, "learning_rate": 2.8395468392993145e-05, "loss": 0.157, "step": 3810 }, { "epoch": 4.28, "learning_rate": 2.838975628332064e-05, "loss": 0.2003, "step": 3820 }, { "epoch": 4.29, "learning_rate": 2.8384044173648136e-05, "loss": 0.1482, "step": 3830 }, { "epoch": 4.3, "learning_rate": 2.837833206397563e-05, "loss": 0.1505, "step": 3840 }, { "epoch": 4.32, "learning_rate": 2.8372619954303123e-05, "loss": 0.1582, "step": 3850 }, { "epoch": 4.33, "learning_rate": 2.836690784463062e-05, "loss": 0.1552, "step": 3860 }, { "epoch": 4.34, "learning_rate": 2.8361766945925362e-05, "loss": 0.1937, "step": 3870 }, { "epoch": 4.35, "learning_rate": 2.8356054836252856e-05, "loss": 0.1538, "step": 3880 }, { "epoch": 4.36, "learning_rate": 2.8350342726580353e-05, "loss": 0.1513, "step": 3890 }, { "epoch": 4.37, "learning_rate": 2.8344630616907846e-05, "loss": 0.1547, "step": 3900 }, { "epoch": 4.38, "learning_rate": 2.833891850723534e-05, "loss": 0.1591, "step": 3910 }, { "epoch": 4.39, "learning_rate": 2.8333206397562837e-05, "loss": 0.1907, "step": 3920 }, { "epoch": 4.41, "learning_rate": 2.832749428789033e-05, "loss": 0.1515, "step": 3930 }, { "epoch": 4.42, "learning_rate": 2.832178217821782e-05, "loss": 0.1453, "step": 3940 }, { "epoch": 4.43, "learning_rate": 2.8316070068545314e-05, "loss": 0.1466, "step": 3950 }, { "epoch": 4.44, "learning_rate": 2.831035795887281e-05, "loss": 0.1622, "step": 3960 }, { "epoch": 4.45, "learning_rate": 2.8304645849200304e-05, "loss": 0.2021, "step": 3970 }, { "epoch": 4.46, "learning_rate": 2.8298933739527798e-05, "loss": 0.1455, "step": 3980 }, { "epoch": 4.47, "learning_rate": 2.8293221629855295e-05, "loss": 0.1485, "step": 3990 }, { "epoch": 4.48, "learning_rate": 2.828750952018279e-05, "loss": 0.1457, "step": 4000 }, { "epoch": 4.5, "learning_rate": 2.8281797410510282e-05, "loss": 0.1558, "step": 4010 }, { "epoch": 4.51, "learning_rate": 2.827608530083778e-05, "loss": 0.1982, "step": 4020 }, { "epoch": 4.52, "learning_rate": 2.8270373191165272e-05, "loss": 0.1574, "step": 4030 }, { "epoch": 4.53, "learning_rate": 2.8264661081492766e-05, "loss": 0.1494, "step": 4040 }, { "epoch": 4.54, "learning_rate": 2.825894897182026e-05, "loss": 0.1496, "step": 4050 }, { "epoch": 4.55, "learning_rate": 2.8253236862147756e-05, "loss": 0.1528, "step": 4060 }, { "epoch": 4.56, "learning_rate": 2.8247524752475247e-05, "loss": 0.2052, "step": 4070 }, { "epoch": 4.57, "learning_rate": 2.824181264280274e-05, "loss": 0.1545, "step": 4080 }, { "epoch": 4.59, "learning_rate": 2.8236100533130237e-05, "loss": 0.1521, "step": 4090 }, { "epoch": 4.6, "learning_rate": 2.823038842345773e-05, "loss": 0.146, "step": 4100 }, { "epoch": 4.61, "learning_rate": 2.8224676313785224e-05, "loss": 0.1466, "step": 4110 }, { "epoch": 4.62, "learning_rate": 2.8218964204112718e-05, "loss": 0.1918, "step": 4120 }, { "epoch": 4.63, "learning_rate": 2.8213252094440215e-05, "loss": 0.1468, "step": 4130 }, { "epoch": 4.64, "learning_rate": 2.8207539984767708e-05, "loss": 0.1402, "step": 4140 }, { "epoch": 4.65, "learning_rate": 2.8201827875095202e-05, "loss": 0.1453, "step": 4150 }, { "epoch": 4.66, "learning_rate": 2.81961157654227e-05, "loss": 0.148, "step": 4160 }, { "epoch": 4.67, "learning_rate": 2.8190403655750192e-05, "loss": 0.1807, "step": 4170 }, { "epoch": 4.69, "learning_rate": 2.8184691546077686e-05, "loss": 0.1421, "step": 4180 }, { "epoch": 4.7, "learning_rate": 2.8178979436405183e-05, "loss": 0.1372, "step": 4190 }, { "epoch": 4.71, "learning_rate": 2.8173267326732673e-05, "loss": 0.1484, "step": 4200 }, { "epoch": 4.72, "learning_rate": 2.8167555217060166e-05, "loss": 0.1416, "step": 4210 }, { "epoch": 4.73, "learning_rate": 2.816184310738766e-05, "loss": 0.2005, "step": 4220 }, { "epoch": 4.74, "learning_rate": 2.8156130997715157e-05, "loss": 0.1396, "step": 4230 }, { "epoch": 4.75, "learning_rate": 2.815041888804265e-05, "loss": 0.1338, "step": 4240 }, { "epoch": 4.76, "learning_rate": 2.8144706778370144e-05, "loss": 0.1331, "step": 4250 }, { "epoch": 4.78, "learning_rate": 2.813899466869764e-05, "loss": 0.1427, "step": 4260 }, { "epoch": 4.79, "learning_rate": 2.8133282559025134e-05, "loss": 0.1911, "step": 4270 }, { "epoch": 4.8, "learning_rate": 2.8127570449352628e-05, "loss": 0.1415, "step": 4280 }, { "epoch": 4.81, "learning_rate": 2.812185833968012e-05, "loss": 0.1386, "step": 4290 }, { "epoch": 4.82, "learning_rate": 2.811614623000762e-05, "loss": 0.1418, "step": 4300 }, { "epoch": 4.83, "learning_rate": 2.8110434120335112e-05, "loss": 0.1393, "step": 4310 }, { "epoch": 4.84, "learning_rate": 2.8104722010662606e-05, "loss": 0.1844, "step": 4320 }, { "epoch": 4.85, "learning_rate": 2.8099009900990102e-05, "loss": 0.1375, "step": 4330 }, { "epoch": 4.87, "learning_rate": 2.8093297791317593e-05, "loss": 0.1374, "step": 4340 }, { "epoch": 4.88, "learning_rate": 2.8087585681645086e-05, "loss": 0.1345, "step": 4350 }, { "epoch": 4.89, "learning_rate": 2.8081873571972583e-05, "loss": 0.1413, "step": 4360 }, { "epoch": 4.9, "learning_rate": 2.807673267326733e-05, "loss": 0.1736, "step": 4370 }, { "epoch": 4.91, "learning_rate": 2.807102056359482e-05, "loss": 0.1373, "step": 4380 }, { "epoch": 4.92, "learning_rate": 2.8065308453922316e-05, "loss": 0.1345, "step": 4390 }, { "epoch": 4.93, "learning_rate": 2.805959634424981e-05, "loss": 0.1322, "step": 4400 }, { "epoch": 4.94, "learning_rate": 2.8053884234577303e-05, "loss": 0.1356, "step": 4410 }, { "epoch": 4.96, "learning_rate": 2.80481721249048e-05, "loss": 0.1873, "step": 4420 }, { "epoch": 4.97, "learning_rate": 2.8042460015232294e-05, "loss": 0.1416, "step": 4430 }, { "epoch": 4.98, "learning_rate": 2.8036747905559787e-05, "loss": 0.1368, "step": 4440 }, { "epoch": 4.99, "learning_rate": 2.803103579588728e-05, "loss": 0.1314, "step": 4450 }, { "epoch": 5.0, "learning_rate": 2.8025323686214778e-05, "loss": 0.1879, "step": 4460 }, { "epoch": 5.0, "eval_cer": 1.1471703121780437, "eval_loss": 0.15640217065811157, "eval_runtime": 467.6683, "eval_samples_per_second": 11.382, "eval_steps_per_second": 1.424, "eval_wer": 3.1816664081335397, "step": 4460 }, { "epoch": 5.01, "learning_rate": 2.801961157654227e-05, "loss": 0.1324, "step": 4470 }, { "epoch": 5.02, "learning_rate": 2.8013899466869765e-05, "loss": 0.1325, "step": 4480 }, { "epoch": 5.03, "learning_rate": 2.800818735719726e-05, "loss": 0.1263, "step": 4490 }, { "epoch": 5.04, "learning_rate": 2.8002475247524755e-05, "loss": 0.1263, "step": 4500 }, { "epoch": 5.06, "learning_rate": 2.7996763137852245e-05, "loss": 0.1662, "step": 4510 }, { "epoch": 5.07, "learning_rate": 2.799105102817974e-05, "loss": 0.125, "step": 4520 }, { "epoch": 5.08, "learning_rate": 2.7985338918507236e-05, "loss": 0.1238, "step": 4530 }, { "epoch": 5.09, "learning_rate": 2.797962680883473e-05, "loss": 0.1242, "step": 4540 }, { "epoch": 5.1, "learning_rate": 2.7973914699162223e-05, "loss": 0.1326, "step": 4550 }, { "epoch": 5.11, "learning_rate": 2.796820258948972e-05, "loss": 0.1604, "step": 4560 }, { "epoch": 5.12, "learning_rate": 2.7962490479817213e-05, "loss": 0.1274, "step": 4570 }, { "epoch": 5.13, "learning_rate": 2.7956778370144707e-05, "loss": 0.1266, "step": 4580 }, { "epoch": 5.15, "learning_rate": 2.7951066260472204e-05, "loss": 0.1237, "step": 4590 }, { "epoch": 5.16, "learning_rate": 2.7945354150799697e-05, "loss": 0.1209, "step": 4600 }, { "epoch": 5.17, "learning_rate": 2.793964204112719e-05, "loss": 0.1671, "step": 4610 }, { "epoch": 5.18, "learning_rate": 2.7933929931454684e-05, "loss": 0.1237, "step": 4620 }, { "epoch": 5.19, "learning_rate": 2.792821782178218e-05, "loss": 0.1175, "step": 4630 }, { "epoch": 5.2, "learning_rate": 2.792250571210967e-05, "loss": 0.1223, "step": 4640 }, { "epoch": 5.21, "learning_rate": 2.7916793602437165e-05, "loss": 0.1185, "step": 4650 }, { "epoch": 5.22, "learning_rate": 2.7911081492764662e-05, "loss": 0.1762, "step": 4660 }, { "epoch": 5.24, "learning_rate": 2.7905369383092156e-05, "loss": 0.1291, "step": 4670 }, { "epoch": 5.25, "learning_rate": 2.789965727341965e-05, "loss": 0.1199, "step": 4680 }, { "epoch": 5.26, "learning_rate": 2.7893945163747143e-05, "loss": 0.1248, "step": 4690 }, { "epoch": 5.27, "learning_rate": 2.788823305407464e-05, "loss": 0.1259, "step": 4700 }, { "epoch": 5.28, "learning_rate": 2.7882520944402133e-05, "loss": 0.1699, "step": 4710 }, { "epoch": 5.29, "learning_rate": 2.7876808834729627e-05, "loss": 0.1247, "step": 4720 }, { "epoch": 5.3, "learning_rate": 2.7871096725057124e-05, "loss": 0.1215, "step": 4730 }, { "epoch": 5.31, "learning_rate": 2.7865384615384617e-05, "loss": 0.126, "step": 4740 }, { "epoch": 5.33, "learning_rate": 2.785967250571211e-05, "loss": 0.1188, "step": 4750 }, { "epoch": 5.34, "learning_rate": 2.7853960396039608e-05, "loss": 0.1681, "step": 4760 }, { "epoch": 5.35, "learning_rate": 2.7848248286367098e-05, "loss": 0.1286, "step": 4770 }, { "epoch": 5.36, "learning_rate": 2.784253617669459e-05, "loss": 0.117, "step": 4780 }, { "epoch": 5.37, "learning_rate": 2.7836824067022085e-05, "loss": 0.1257, "step": 4790 }, { "epoch": 5.38, "learning_rate": 2.7831111957349582e-05, "loss": 0.1218, "step": 4800 }, { "epoch": 5.39, "learning_rate": 2.7825399847677075e-05, "loss": 0.1563, "step": 4810 }, { "epoch": 5.4, "learning_rate": 2.781968773800457e-05, "loss": 0.1296, "step": 4820 }, { "epoch": 5.41, "learning_rate": 2.7813975628332066e-05, "loss": 0.1227, "step": 4830 }, { "epoch": 5.43, "learning_rate": 2.780826351865956e-05, "loss": 0.1114, "step": 4840 }, { "epoch": 5.44, "learning_rate": 2.7802551408987053e-05, "loss": 0.1278, "step": 4850 }, { "epoch": 5.45, "learning_rate": 2.779683929931455e-05, "loss": 0.1493, "step": 4860 }, { "epoch": 5.46, "learning_rate": 2.7791127189642043e-05, "loss": 0.1216, "step": 4870 }, { "epoch": 5.47, "learning_rate": 2.7785415079969537e-05, "loss": 0.1138, "step": 4880 }, { "epoch": 5.48, "learning_rate": 2.777970297029703e-05, "loss": 0.118, "step": 4890 }, { "epoch": 5.49, "learning_rate": 2.7773990860624527e-05, "loss": 0.1162, "step": 4900 }, { "epoch": 5.5, "learning_rate": 2.7768278750952018e-05, "loss": 0.1538, "step": 4910 }, { "epoch": 5.52, "learning_rate": 2.776256664127951e-05, "loss": 0.1202, "step": 4920 }, { "epoch": 5.53, "learning_rate": 2.7756854531607008e-05, "loss": 0.1216, "step": 4930 }, { "epoch": 5.54, "learning_rate": 2.77511424219345e-05, "loss": 0.1134, "step": 4940 }, { "epoch": 5.55, "learning_rate": 2.7745430312261995e-05, "loss": 0.1179, "step": 4950 }, { "epoch": 5.56, "learning_rate": 2.773971820258949e-05, "loss": 0.1541, "step": 4960 }, { "epoch": 5.57, "learning_rate": 2.7734006092916986e-05, "loss": 0.1183, "step": 4970 }, { "epoch": 5.58, "learning_rate": 2.772829398324448e-05, "loss": 0.1219, "step": 4980 }, { "epoch": 5.59, "learning_rate": 2.7722581873571973e-05, "loss": 0.1156, "step": 4990 }, { "epoch": 5.61, "learning_rate": 2.771686976389947e-05, "loss": 0.1206, "step": 5000 }, { "epoch": 5.62, "learning_rate": 2.7711157654226963e-05, "loss": 0.1569, "step": 5010 }, { "epoch": 5.63, "learning_rate": 2.7705445544554457e-05, "loss": 0.1173, "step": 5020 }, { "epoch": 5.64, "learning_rate": 2.7699733434881954e-05, "loss": 0.1207, "step": 5030 }, { "epoch": 5.65, "learning_rate": 2.7694021325209444e-05, "loss": 0.1139, "step": 5040 }, { "epoch": 5.66, "learning_rate": 2.7688309215536937e-05, "loss": 0.112, "step": 5050 }, { "epoch": 5.67, "learning_rate": 2.768259710586443e-05, "loss": 0.1642, "step": 5060 }, { "epoch": 5.68, "learning_rate": 2.7676884996191928e-05, "loss": 0.1205, "step": 5070 }, { "epoch": 5.7, "learning_rate": 2.767117288651942e-05, "loss": 0.1138, "step": 5080 }, { "epoch": 5.71, "learning_rate": 2.7665460776846915e-05, "loss": 0.1115, "step": 5090 }, { "epoch": 5.72, "learning_rate": 2.7659748667174412e-05, "loss": 0.1104, "step": 5100 }, { "epoch": 5.73, "learning_rate": 2.7654036557501905e-05, "loss": 0.1574, "step": 5110 }, { "epoch": 5.74, "learning_rate": 2.76483244478294e-05, "loss": 0.1154, "step": 5120 }, { "epoch": 5.75, "learning_rate": 2.7642612338156892e-05, "loss": 0.1106, "step": 5130 }, { "epoch": 5.76, "learning_rate": 2.763690022848439e-05, "loss": 0.1182, "step": 5140 }, { "epoch": 5.77, "learning_rate": 2.7631188118811883e-05, "loss": 0.1061, "step": 5150 }, { "epoch": 5.78, "learning_rate": 2.7625476009139376e-05, "loss": 0.1415, "step": 5160 }, { "epoch": 5.8, "learning_rate": 2.761976389946687e-05, "loss": 0.12, "step": 5170 }, { "epoch": 5.81, "learning_rate": 2.7614051789794364e-05, "loss": 0.109, "step": 5180 }, { "epoch": 5.82, "learning_rate": 2.7608339680121857e-05, "loss": 0.1161, "step": 5190 }, { "epoch": 5.83, "learning_rate": 2.7602627570449354e-05, "loss": 0.1067, "step": 5200 }, { "epoch": 5.84, "learning_rate": 2.7596915460776848e-05, "loss": 0.1526, "step": 5210 }, { "epoch": 5.85, "learning_rate": 2.759120335110434e-05, "loss": 0.1093, "step": 5220 }, { "epoch": 5.86, "learning_rate": 2.7585491241431835e-05, "loss": 0.1105, "step": 5230 }, { "epoch": 5.87, "learning_rate": 2.757977913175933e-05, "loss": 0.1067, "step": 5240 }, { "epoch": 5.89, "learning_rate": 2.7574067022086825e-05, "loss": 0.1194, "step": 5250 }, { "epoch": 5.9, "learning_rate": 2.756835491241432e-05, "loss": 0.1525, "step": 5260 }, { "epoch": 5.91, "learning_rate": 2.7562642802741816e-05, "loss": 0.1145, "step": 5270 }, { "epoch": 5.92, "learning_rate": 2.755693069306931e-05, "loss": 0.1176, "step": 5280 }, { "epoch": 5.93, "learning_rate": 2.7551218583396803e-05, "loss": 0.1068, "step": 5290 }, { "epoch": 5.94, "learning_rate": 2.7545506473724296e-05, "loss": 0.1111, "step": 5300 }, { "epoch": 5.95, "learning_rate": 2.753979436405179e-05, "loss": 0.1539, "step": 5310 }, { "epoch": 5.96, "learning_rate": 2.7534082254379283e-05, "loss": 0.115, "step": 5320 }, { "epoch": 5.98, "learning_rate": 2.7528370144706777e-05, "loss": 0.1161, "step": 5330 }, { "epoch": 5.99, "learning_rate": 2.7522658035034274e-05, "loss": 0.1117, "step": 5340 }, { "epoch": 6.0, "learning_rate": 2.7516945925361767e-05, "loss": 0.1167, "step": 5350 }, { "epoch": 6.0, "eval_cer": 1.1456704022097683, "eval_loss": 0.13377200067043304, "eval_runtime": 477.7077, "eval_samples_per_second": 11.143, "eval_steps_per_second": 1.394, "eval_wer": 3.172288228504723, "step": 5352 }, { "epoch": 6.01, "learning_rate": 2.751123381568926e-05, "loss": 0.1305, "step": 5360 }, { "epoch": 6.02, "learning_rate": 2.7505521706016758e-05, "loss": 0.1062, "step": 5370 }, { "epoch": 6.03, "learning_rate": 2.749980959634425e-05, "loss": 0.1027, "step": 5380 }, { "epoch": 6.04, "learning_rate": 2.7494097486671745e-05, "loss": 0.099, "step": 5390 }, { "epoch": 6.05, "learning_rate": 2.748838537699924e-05, "loss": 0.1164, "step": 5400 }, { "epoch": 6.07, "learning_rate": 2.7482673267326735e-05, "loss": 0.1187, "step": 5410 }, { "epoch": 6.08, "learning_rate": 2.747696115765423e-05, "loss": 0.1075, "step": 5420 }, { "epoch": 6.09, "learning_rate": 2.7471249047981722e-05, "loss": 0.1033, "step": 5430 }, { "epoch": 6.1, "learning_rate": 2.7465536938309216e-05, "loss": 0.0968, "step": 5440 }, { "epoch": 6.11, "learning_rate": 2.745982482863671e-05, "loss": 0.1139, "step": 5450 }, { "epoch": 6.12, "learning_rate": 2.7454112718964203e-05, "loss": 0.1196, "step": 5460 }, { "epoch": 6.13, "learning_rate": 2.74484006092917e-05, "loss": 0.1054, "step": 5470 }, { "epoch": 6.14, "learning_rate": 2.7442688499619194e-05, "loss": 0.1027, "step": 5480 }, { "epoch": 6.15, "learning_rate": 2.7436976389946687e-05, "loss": 0.0998, "step": 5490 }, { "epoch": 6.17, "learning_rate": 2.743126428027418e-05, "loss": 0.1141, "step": 5500 }, { "epoch": 6.18, "learning_rate": 2.7425552170601678e-05, "loss": 0.1252, "step": 5510 }, { "epoch": 6.19, "learning_rate": 2.741984006092917e-05, "loss": 0.1033, "step": 5520 }, { "epoch": 6.2, "learning_rate": 2.7414127951256665e-05, "loss": 0.0942, "step": 5530 }, { "epoch": 6.21, "learning_rate": 2.740841584158416e-05, "loss": 0.0982, "step": 5540 }, { "epoch": 6.22, "learning_rate": 2.7402703731911655e-05, "loss": 0.1206, "step": 5550 }, { "epoch": 6.23, "learning_rate": 2.739699162223915e-05, "loss": 0.1171, "step": 5560 }, { "epoch": 6.24, "learning_rate": 2.739127951256664e-05, "loss": 0.1029, "step": 5570 }, { "epoch": 6.26, "learning_rate": 2.7385567402894136e-05, "loss": 0.1009, "step": 5580 }, { "epoch": 6.27, "learning_rate": 2.737985529322163e-05, "loss": 0.0978, "step": 5590 }, { "epoch": 6.28, "learning_rate": 2.7374143183549123e-05, "loss": 0.1128, "step": 5600 }, { "epoch": 6.29, "learning_rate": 2.736843107387662e-05, "loss": 0.1267, "step": 5610 }, { "epoch": 6.3, "learning_rate": 2.7362718964204113e-05, "loss": 0.1036, "step": 5620 }, { "epoch": 6.31, "learning_rate": 2.7357006854531607e-05, "loss": 0.0952, "step": 5630 }, { "epoch": 6.32, "learning_rate": 2.7351294744859104e-05, "loss": 0.0993, "step": 5640 }, { "epoch": 6.33, "learning_rate": 2.7345582635186597e-05, "loss": 0.1239, "step": 5650 }, { "epoch": 6.35, "learning_rate": 2.733987052551409e-05, "loss": 0.1306, "step": 5660 }, { "epoch": 6.36, "learning_rate": 2.7334158415841584e-05, "loss": 0.1025, "step": 5670 }, { "epoch": 6.37, "learning_rate": 2.732844630616908e-05, "loss": 0.0932, "step": 5680 }, { "epoch": 6.38, "learning_rate": 2.7322734196496575e-05, "loss": 0.0955, "step": 5690 }, { "epoch": 6.39, "learning_rate": 2.7317022086824065e-05, "loss": 0.1191, "step": 5700 }, { "epoch": 6.4, "learning_rate": 2.7311309977151562e-05, "loss": 0.1317, "step": 5710 }, { "epoch": 6.41, "learning_rate": 2.7305597867479055e-05, "loss": 0.0969, "step": 5720 }, { "epoch": 6.42, "learning_rate": 2.729988575780655e-05, "loss": 0.1017, "step": 5730 }, { "epoch": 6.43, "learning_rate": 2.7294173648134043e-05, "loss": 0.0931, "step": 5740 }, { "epoch": 6.45, "learning_rate": 2.728846153846154e-05, "loss": 0.1086, "step": 5750 }, { "epoch": 6.46, "learning_rate": 2.7282749428789033e-05, "loss": 0.1316, "step": 5760 }, { "epoch": 6.47, "learning_rate": 2.7277037319116527e-05, "loss": 0.0967, "step": 5770 }, { "epoch": 6.48, "learning_rate": 2.7271325209444024e-05, "loss": 0.0895, "step": 5780 }, { "epoch": 6.49, "learning_rate": 2.7265613099771517e-05, "loss": 0.0964, "step": 5790 }, { "epoch": 6.5, "learning_rate": 2.725990099009901e-05, "loss": 0.1128, "step": 5800 }, { "epoch": 6.51, "learning_rate": 2.7254188880426508e-05, "loss": 0.122, "step": 5810 }, { "epoch": 6.52, "learning_rate": 2.7248476770754e-05, "loss": 0.0928, "step": 5820 }, { "epoch": 6.54, "learning_rate": 2.7242764661081495e-05, "loss": 0.0972, "step": 5830 }, { "epoch": 6.55, "learning_rate": 2.7237052551408985e-05, "loss": 0.0933, "step": 5840 }, { "epoch": 6.56, "learning_rate": 2.7231340441736482e-05, "loss": 0.1086, "step": 5850 }, { "epoch": 6.57, "learning_rate": 2.7225628332063975e-05, "loss": 0.1134, "step": 5860 }, { "epoch": 6.58, "learning_rate": 2.721991622239147e-05, "loss": 0.0985, "step": 5870 }, { "epoch": 6.59, "learning_rate": 2.7214204112718966e-05, "loss": 0.0955, "step": 5880 }, { "epoch": 6.6, "learning_rate": 2.720849200304646e-05, "loss": 0.0931, "step": 5890 }, { "epoch": 6.61, "learning_rate": 2.7202779893373953e-05, "loss": 0.107, "step": 5900 }, { "epoch": 6.63, "learning_rate": 2.719706778370145e-05, "loss": 0.1099, "step": 5910 }, { "epoch": 6.64, "learning_rate": 2.7191355674028943e-05, "loss": 0.0897, "step": 5920 }, { "epoch": 6.65, "learning_rate": 2.7185643564356437e-05, "loss": 0.0918, "step": 5930 }, { "epoch": 6.66, "learning_rate": 2.717993145468393e-05, "loss": 0.097, "step": 5940 }, { "epoch": 6.67, "learning_rate": 2.7174219345011427e-05, "loss": 0.1012, "step": 5950 }, { "epoch": 6.68, "learning_rate": 2.716850723533892e-05, "loss": 0.1094, "step": 5960 }, { "epoch": 6.69, "learning_rate": 2.716279512566641e-05, "loss": 0.0964, "step": 5970 }, { "epoch": 6.7, "learning_rate": 2.7157083015993908e-05, "loss": 0.0933, "step": 5980 }, { "epoch": 6.72, "learning_rate": 2.71513709063214e-05, "loss": 0.0973, "step": 5990 }, { "epoch": 6.73, "learning_rate": 2.7145658796648895e-05, "loss": 0.0997, "step": 6000 }, { "epoch": 6.74, "learning_rate": 2.713994668697639e-05, "loss": 0.1215, "step": 6010 }, { "epoch": 6.75, "learning_rate": 2.7134234577303885e-05, "loss": 0.0918, "step": 6020 }, { "epoch": 6.76, "learning_rate": 2.712852246763138e-05, "loss": 0.0919, "step": 6030 }, { "epoch": 6.77, "learning_rate": 2.7122810357958873e-05, "loss": 0.093, "step": 6040 }, { "epoch": 6.78, "learning_rate": 2.711709824828637e-05, "loss": 0.1134, "step": 6050 }, { "epoch": 6.79, "learning_rate": 2.7111386138613863e-05, "loss": 0.1108, "step": 6060 }, { "epoch": 6.8, "learning_rate": 2.7105674028941357e-05, "loss": 0.0951, "step": 6070 }, { "epoch": 6.82, "learning_rate": 2.7099961919268854e-05, "loss": 0.0974, "step": 6080 }, { "epoch": 6.83, "learning_rate": 2.7094249809596347e-05, "loss": 0.0939, "step": 6090 }, { "epoch": 6.84, "learning_rate": 2.7088537699923837e-05, "loss": 0.1131, "step": 6100 }, { "epoch": 6.85, "learning_rate": 2.708282559025133e-05, "loss": 0.1123, "step": 6110 }, { "epoch": 6.86, "learning_rate": 2.7077113480578828e-05, "loss": 0.093, "step": 6120 }, { "epoch": 6.87, "learning_rate": 2.707140137090632e-05, "loss": 0.0921, "step": 6130 }, { "epoch": 6.88, "learning_rate": 2.7065689261233815e-05, "loss": 0.0939, "step": 6140 }, { "epoch": 6.89, "learning_rate": 2.7059977151561312e-05, "loss": 0.1035, "step": 6150 }, { "epoch": 6.91, "learning_rate": 2.7054265041888805e-05, "loss": 0.1179, "step": 6160 }, { "epoch": 6.92, "learning_rate": 2.70485529322163e-05, "loss": 0.0957, "step": 6170 }, { "epoch": 6.93, "learning_rate": 2.7042840822543792e-05, "loss": 0.088, "step": 6180 }, { "epoch": 6.94, "learning_rate": 2.703712871287129e-05, "loss": 0.0954, "step": 6190 }, { "epoch": 6.95, "learning_rate": 2.7031416603198783e-05, "loss": 0.1009, "step": 6200 }, { "epoch": 6.96, "learning_rate": 2.7025704493526276e-05, "loss": 0.1146, "step": 6210 }, { "epoch": 6.97, "learning_rate": 2.7019992383853773e-05, "loss": 0.0911, "step": 6220 }, { "epoch": 6.98, "learning_rate": 2.7014280274181263e-05, "loss": 0.0856, "step": 6230 }, { "epoch": 7.0, "learning_rate": 2.7008568164508757e-05, "loss": 0.0917, "step": 6240 }, { "epoch": 7.0, "eval_cer": 1.1485439920994842, "eval_loss": 0.11857286095619202, "eval_runtime": 491.4509, "eval_samples_per_second": 10.831, "eval_steps_per_second": 1.355, "eval_wer": 3.1556535936542827, "step": 6244 }, { "epoch": 7.01, "learning_rate": 2.7002856054836254e-05, "loss": 0.1235, "step": 6250 }, { "epoch": 7.02, "learning_rate": 2.6997143945163747e-05, "loss": 0.087, "step": 6260 }, { "epoch": 7.03, "learning_rate": 2.699143183549124e-05, "loss": 0.0857, "step": 6270 }, { "epoch": 7.04, "learning_rate": 2.6985719725818735e-05, "loss": 0.0837, "step": 6280 }, { "epoch": 7.05, "learning_rate": 2.698000761614623e-05, "loss": 0.0822, "step": 6290 }, { "epoch": 7.06, "learning_rate": 2.6974295506473725e-05, "loss": 0.1032, "step": 6300 }, { "epoch": 7.07, "learning_rate": 2.696858339680122e-05, "loss": 0.0868, "step": 6310 }, { "epoch": 7.09, "learning_rate": 2.6962871287128715e-05, "loss": 0.0818, "step": 6320 }, { "epoch": 7.1, "learning_rate": 2.695715917745621e-05, "loss": 0.0857, "step": 6330 }, { "epoch": 7.11, "learning_rate": 2.6951447067783703e-05, "loss": 0.0898, "step": 6340 }, { "epoch": 7.12, "learning_rate": 2.6945734958111196e-05, "loss": 0.1039, "step": 6350 }, { "epoch": 7.13, "learning_rate": 2.6940022848438693e-05, "loss": 0.0865, "step": 6360 }, { "epoch": 7.14, "learning_rate": 2.6934310738766183e-05, "loss": 0.081, "step": 6370 }, { "epoch": 7.15, "learning_rate": 2.6928598629093677e-05, "loss": 0.0806, "step": 6380 }, { "epoch": 7.16, "learning_rate": 2.6922886519421174e-05, "loss": 0.0867, "step": 6390 }, { "epoch": 7.17, "learning_rate": 2.6917174409748667e-05, "loss": 0.1053, "step": 6400 }, { "epoch": 7.19, "learning_rate": 2.691146230007616e-05, "loss": 0.0831, "step": 6410 }, { "epoch": 7.2, "learning_rate": 2.6905750190403658e-05, "loss": 0.0818, "step": 6420 }, { "epoch": 7.21, "learning_rate": 2.690003808073115e-05, "loss": 0.0858, "step": 6430 }, { "epoch": 7.22, "learning_rate": 2.6894325971058645e-05, "loss": 0.0864, "step": 6440 }, { "epoch": 7.23, "learning_rate": 2.688861386138614e-05, "loss": 0.1123, "step": 6450 }, { "epoch": 7.24, "learning_rate": 2.6882901751713635e-05, "loss": 0.079, "step": 6460 }, { "epoch": 7.25, "learning_rate": 2.687718964204113e-05, "loss": 0.0854, "step": 6470 }, { "epoch": 7.26, "learning_rate": 2.6871477532368622e-05, "loss": 0.0863, "step": 6480 }, { "epoch": 7.28, "learning_rate": 2.686576542269612e-05, "loss": 0.085, "step": 6490 }, { "epoch": 7.29, "learning_rate": 2.686005331302361e-05, "loss": 0.1149, "step": 6500 }, { "epoch": 7.3, "learning_rate": 2.6854341203351103e-05, "loss": 0.0846, "step": 6510 }, { "epoch": 7.31, "learning_rate": 2.68486290936786e-05, "loss": 0.0813, "step": 6520 }, { "epoch": 7.32, "learning_rate": 2.6842916984006093e-05, "loss": 0.0823, "step": 6530 }, { "epoch": 7.33, "learning_rate": 2.6837204874333587e-05, "loss": 0.0895, "step": 6540 }, { "epoch": 7.34, "learning_rate": 2.683149276466108e-05, "loss": 0.1065, "step": 6550 }, { "epoch": 7.35, "learning_rate": 2.6825780654988577e-05, "loss": 0.0797, "step": 6560 }, { "epoch": 7.37, "learning_rate": 2.682006854531607e-05, "loss": 0.0785, "step": 6570 }, { "epoch": 7.38, "learning_rate": 2.6814356435643565e-05, "loss": 0.0884, "step": 6580 }, { "epoch": 7.39, "learning_rate": 2.680864432597106e-05, "loss": 0.082, "step": 6590 }, { "epoch": 7.4, "learning_rate": 2.6802932216298555e-05, "loss": 0.1026, "step": 6600 }, { "epoch": 7.41, "learning_rate": 2.679722010662605e-05, "loss": 0.0846, "step": 6610 }, { "epoch": 7.42, "learning_rate": 2.6791507996953542e-05, "loss": 0.0789, "step": 6620 }, { "epoch": 7.43, "learning_rate": 2.6785795887281036e-05, "loss": 0.0805, "step": 6630 }, { "epoch": 7.44, "learning_rate": 2.678008377760853e-05, "loss": 0.0849, "step": 6640 }, { "epoch": 7.46, "learning_rate": 2.6774371667936023e-05, "loss": 0.1125, "step": 6650 }, { "epoch": 7.47, "learning_rate": 2.676865955826352e-05, "loss": 0.0845, "step": 6660 }, { "epoch": 7.48, "learning_rate": 2.6762947448591013e-05, "loss": 0.0853, "step": 6670 }, { "epoch": 7.49, "learning_rate": 2.6757235338918507e-05, "loss": 0.0834, "step": 6680 }, { "epoch": 7.5, "learning_rate": 2.6751523229246004e-05, "loss": 0.0846, "step": 6690 }, { "epoch": 7.51, "learning_rate": 2.6745811119573497e-05, "loss": 0.1125, "step": 6700 }, { "epoch": 7.52, "learning_rate": 2.674009900990099e-05, "loss": 0.0779, "step": 6710 }, { "epoch": 7.53, "learning_rate": 2.6734386900228484e-05, "loss": 0.0785, "step": 6720 }, { "epoch": 7.54, "learning_rate": 2.672867479055598e-05, "loss": 0.0772, "step": 6730 }, { "epoch": 7.56, "learning_rate": 2.6722962680883475e-05, "loss": 0.0834, "step": 6740 }, { "epoch": 7.57, "learning_rate": 2.671725057121097e-05, "loss": 0.1075, "step": 6750 }, { "epoch": 7.58, "learning_rate": 2.6711538461538462e-05, "loss": 0.084, "step": 6760 }, { "epoch": 7.59, "learning_rate": 2.6705826351865955e-05, "loss": 0.0797, "step": 6770 }, { "epoch": 7.6, "learning_rate": 2.670011424219345e-05, "loss": 0.0742, "step": 6780 }, { "epoch": 7.61, "learning_rate": 2.6694402132520946e-05, "loss": 0.0797, "step": 6790 }, { "epoch": 7.62, "learning_rate": 2.668869002284844e-05, "loss": 0.1012, "step": 6800 }, { "epoch": 7.63, "learning_rate": 2.6682977913175933e-05, "loss": 0.0765, "step": 6810 }, { "epoch": 7.65, "learning_rate": 2.6677265803503427e-05, "loss": 0.0846, "step": 6820 }, { "epoch": 7.66, "learning_rate": 2.6671553693830923e-05, "loss": 0.0818, "step": 6830 }, { "epoch": 7.67, "learning_rate": 2.6665841584158417e-05, "loss": 0.0865, "step": 6840 }, { "epoch": 7.68, "learning_rate": 2.666012947448591e-05, "loss": 0.1063, "step": 6850 }, { "epoch": 7.69, "learning_rate": 2.6654417364813407e-05, "loss": 0.0796, "step": 6860 }, { "epoch": 7.7, "learning_rate": 2.66487052551409e-05, "loss": 0.0789, "step": 6870 }, { "epoch": 7.71, "learning_rate": 2.6642993145468395e-05, "loss": 0.0823, "step": 6880 }, { "epoch": 7.72, "learning_rate": 2.6637281035795888e-05, "loss": 0.0787, "step": 6890 }, { "epoch": 7.74, "learning_rate": 2.663156892612338e-05, "loss": 0.1088, "step": 6900 }, { "epoch": 7.75, "learning_rate": 2.6625856816450875e-05, "loss": 0.0796, "step": 6910 }, { "epoch": 7.76, "learning_rate": 2.662014470677837e-05, "loss": 0.0823, "step": 6920 }, { "epoch": 7.77, "learning_rate": 2.6614432597105866e-05, "loss": 0.0766, "step": 6930 }, { "epoch": 7.78, "learning_rate": 2.660872048743336e-05, "loss": 0.0791, "step": 6940 }, { "epoch": 7.79, "learning_rate": 2.6603008377760853e-05, "loss": 0.1013, "step": 6950 }, { "epoch": 7.8, "learning_rate": 2.659729626808835e-05, "loss": 0.0805, "step": 6960 }, { "epoch": 7.81, "learning_rate": 2.6591584158415843e-05, "loss": 0.0803, "step": 6970 }, { "epoch": 7.83, "learning_rate": 2.6585872048743337e-05, "loss": 0.0746, "step": 6980 }, { "epoch": 7.84, "learning_rate": 2.658015993907083e-05, "loss": 0.0785, "step": 6990 }, { "epoch": 7.85, "learning_rate": 2.6574447829398327e-05, "loss": 0.0964, "step": 7000 }, { "epoch": 7.86, "learning_rate": 2.656873571972582e-05, "loss": 0.0809, "step": 7010 }, { "epoch": 7.87, "learning_rate": 2.6563023610053314e-05, "loss": 0.0742, "step": 7020 }, { "epoch": 7.88, "learning_rate": 2.6557311500380808e-05, "loss": 0.0741, "step": 7030 }, { "epoch": 7.89, "learning_rate": 2.65515993907083e-05, "loss": 0.0899, "step": 7040 }, { "epoch": 7.9, "learning_rate": 2.6545887281035795e-05, "loss": 0.0988, "step": 7050 }, { "epoch": 7.91, "learning_rate": 2.654017517136329e-05, "loss": 0.0808, "step": 7060 }, { "epoch": 7.93, "learning_rate": 2.6534463061690785e-05, "loss": 0.0812, "step": 7070 }, { "epoch": 7.94, "learning_rate": 2.652875095201828e-05, "loss": 0.0778, "step": 7080 }, { "epoch": 7.95, "learning_rate": 2.6523038842345772e-05, "loss": 0.0878, "step": 7090 }, { "epoch": 7.96, "learning_rate": 2.651732673267327e-05, "loss": 0.1172, "step": 7100 }, { "epoch": 7.97, "learning_rate": 2.6511614623000763e-05, "loss": 0.0823, "step": 7110 }, { "epoch": 7.98, "learning_rate": 2.6505902513328256e-05, "loss": 0.0684, "step": 7120 }, { "epoch": 7.99, "learning_rate": 2.6500190403655753e-05, "loss": 0.0806, "step": 7130 }, { "epoch": 8.0, "eval_cer": 1.1469345590023372, "eval_loss": 0.10942448675632477, "eval_runtime": 486.9851, "eval_samples_per_second": 10.931, "eval_steps_per_second": 1.368, "eval_wer": 3.152098982255864, "step": 7136 }, { "epoch": 8.0, "learning_rate": 2.6494478293983247e-05, "loss": 0.1141, "step": 7140 }, { "epoch": 8.02, "learning_rate": 2.648876618431074e-05, "loss": 0.0777, "step": 7150 }, { "epoch": 8.03, "learning_rate": 2.648305407463823e-05, "loss": 0.0697, "step": 7160 }, { "epoch": 8.04, "learning_rate": 2.6477341964965728e-05, "loss": 0.0741, "step": 7170 }, { "epoch": 8.05, "learning_rate": 2.647162985529322e-05, "loss": 0.0779, "step": 7180 }, { "epoch": 8.06, "learning_rate": 2.6465917745620715e-05, "loss": 0.1013, "step": 7190 }, { "epoch": 8.07, "learning_rate": 2.646020563594821e-05, "loss": 0.0737, "step": 7200 }, { "epoch": 8.08, "learning_rate": 2.6454493526275705e-05, "loss": 0.071, "step": 7210 }, { "epoch": 8.09, "learning_rate": 2.64487814166032e-05, "loss": 0.0672, "step": 7220 }, { "epoch": 8.11, "learning_rate": 2.6443069306930692e-05, "loss": 0.0657, "step": 7230 }, { "epoch": 8.12, "learning_rate": 2.643735719725819e-05, "loss": 0.1022, "step": 7240 }, { "epoch": 8.13, "learning_rate": 2.6431645087585683e-05, "loss": 0.0747, "step": 7250 }, { "epoch": 8.14, "learning_rate": 2.6425932977913176e-05, "loss": 0.0714, "step": 7260 }, { "epoch": 8.15, "learning_rate": 2.6420220868240673e-05, "loss": 0.0737, "step": 7270 }, { "epoch": 8.16, "learning_rate": 2.6414508758568167e-05, "loss": 0.0699, "step": 7280 }, { "epoch": 8.17, "learning_rate": 2.6408796648895657e-05, "loss": 0.0929, "step": 7290 }, { "epoch": 8.18, "learning_rate": 2.6403084539223154e-05, "loss": 0.0764, "step": 7300 }, { "epoch": 8.2, "learning_rate": 2.6397372429550647e-05, "loss": 0.0665, "step": 7310 }, { "epoch": 8.21, "learning_rate": 2.639166031987814e-05, "loss": 0.0707, "step": 7320 }, { "epoch": 8.22, "learning_rate": 2.6385948210205634e-05, "loss": 0.0748, "step": 7330 }, { "epoch": 8.23, "learning_rate": 2.638023610053313e-05, "loss": 0.0963, "step": 7340 }, { "epoch": 8.24, "learning_rate": 2.6374523990860625e-05, "loss": 0.0724, "step": 7350 }, { "epoch": 8.25, "learning_rate": 2.636881188118812e-05, "loss": 0.0709, "step": 7360 }, { "epoch": 8.26, "learning_rate": 2.6363099771515615e-05, "loss": 0.0672, "step": 7370 }, { "epoch": 8.27, "learning_rate": 2.635738766184311e-05, "loss": 0.0701, "step": 7380 }, { "epoch": 8.28, "learning_rate": 2.6351675552170602e-05, "loss": 0.0971, "step": 7390 }, { "epoch": 8.3, "learning_rate": 2.63459634424981e-05, "loss": 0.0696, "step": 7400 }, { "epoch": 8.31, "learning_rate": 2.6340251332825593e-05, "loss": 0.0684, "step": 7410 }, { "epoch": 8.32, "learning_rate": 2.6334539223153086e-05, "loss": 0.0733, "step": 7420 }, { "epoch": 8.33, "learning_rate": 2.6328827113480577e-05, "loss": 0.0731, "step": 7430 }, { "epoch": 8.34, "learning_rate": 2.6323115003808074e-05, "loss": 0.0856, "step": 7440 }, { "epoch": 8.35, "learning_rate": 2.6317402894135567e-05, "loss": 0.0743, "step": 7450 }, { "epoch": 8.36, "learning_rate": 2.631169078446306e-05, "loss": 0.0701, "step": 7460 }, { "epoch": 8.37, "learning_rate": 2.6305978674790558e-05, "loss": 0.0627, "step": 7470 }, { "epoch": 8.39, "learning_rate": 2.630026656511805e-05, "loss": 0.0709, "step": 7480 }, { "epoch": 8.4, "learning_rate": 2.6294554455445545e-05, "loss": 0.0932, "step": 7490 }, { "epoch": 8.41, "learning_rate": 2.6288842345773038e-05, "loss": 0.0666, "step": 7500 }, { "epoch": 8.42, "learning_rate": 2.6283130236100535e-05, "loss": 0.0703, "step": 7510 }, { "epoch": 8.43, "learning_rate": 2.627741812642803e-05, "loss": 0.065, "step": 7520 }, { "epoch": 8.44, "learning_rate": 2.6271706016755522e-05, "loss": 0.0693, "step": 7530 }, { "epoch": 8.45, "learning_rate": 2.626599390708302e-05, "loss": 0.0896, "step": 7540 }, { "epoch": 8.46, "learning_rate": 2.6260281797410513e-05, "loss": 0.0726, "step": 7550 }, { "epoch": 8.48, "learning_rate": 2.6254569687738003e-05, "loss": 0.0681, "step": 7560 }, { "epoch": 8.49, "learning_rate": 2.62488575780655e-05, "loss": 0.0711, "step": 7570 }, { "epoch": 8.5, "learning_rate": 2.6243145468392993e-05, "loss": 0.0666, "step": 7580 }, { "epoch": 8.51, "learning_rate": 2.6237433358720487e-05, "loss": 0.0939, "step": 7590 }, { "epoch": 8.52, "learning_rate": 2.623172124904798e-05, "loss": 0.0723, "step": 7600 }, { "epoch": 8.53, "learning_rate": 2.6226009139375477e-05, "loss": 0.0653, "step": 7610 }, { "epoch": 8.54, "learning_rate": 2.622029702970297e-05, "loss": 0.0684, "step": 7620 }, { "epoch": 8.55, "learning_rate": 2.6214584920030464e-05, "loss": 0.0723, "step": 7630 }, { "epoch": 8.57, "learning_rate": 2.620887281035796e-05, "loss": 0.0983, "step": 7640 }, { "epoch": 8.58, "learning_rate": 2.6203160700685455e-05, "loss": 0.0678, "step": 7650 }, { "epoch": 8.59, "learning_rate": 2.619744859101295e-05, "loss": 0.0684, "step": 7660 }, { "epoch": 8.6, "learning_rate": 2.6191736481340442e-05, "loss": 0.0694, "step": 7670 }, { "epoch": 8.61, "learning_rate": 2.618602437166794e-05, "loss": 0.0719, "step": 7680 }, { "epoch": 8.62, "learning_rate": 2.618031226199543e-05, "loss": 0.0927, "step": 7690 }, { "epoch": 8.63, "learning_rate": 2.6174600152322923e-05, "loss": 0.0671, "step": 7700 }, { "epoch": 8.64, "learning_rate": 2.616888804265042e-05, "loss": 0.0686, "step": 7710 }, { "epoch": 8.65, "learning_rate": 2.6163175932977913e-05, "loss": 0.07, "step": 7720 }, { "epoch": 8.67, "learning_rate": 2.6157463823305407e-05, "loss": 0.0739, "step": 7730 }, { "epoch": 8.68, "learning_rate": 2.6151751713632904e-05, "loss": 0.0968, "step": 7740 }, { "epoch": 8.69, "learning_rate": 2.6146039603960397e-05, "loss": 0.0687, "step": 7750 }, { "epoch": 8.7, "learning_rate": 2.614032749428789e-05, "loss": 0.0765, "step": 7760 }, { "epoch": 8.71, "learning_rate": 2.6134615384615384e-05, "loss": 0.069, "step": 7770 }, { "epoch": 8.72, "learning_rate": 2.612890327494288e-05, "loss": 0.0699, "step": 7780 }, { "epoch": 8.73, "learning_rate": 2.6123191165270375e-05, "loss": 0.0848, "step": 7790 }, { "epoch": 8.74, "learning_rate": 2.6117479055597868e-05, "loss": 0.0699, "step": 7800 }, { "epoch": 8.76, "learning_rate": 2.6111766945925365e-05, "loss": 0.0686, "step": 7810 }, { "epoch": 8.77, "learning_rate": 2.6106054836252855e-05, "loss": 0.0678, "step": 7820 }, { "epoch": 8.78, "learning_rate": 2.610034272658035e-05, "loss": 0.0696, "step": 7830 }, { "epoch": 8.79, "learning_rate": 2.6094630616907846e-05, "loss": 0.0863, "step": 7840 }, { "epoch": 8.8, "learning_rate": 2.608891850723534e-05, "loss": 0.067, "step": 7850 }, { "epoch": 8.81, "learning_rate": 2.6083206397562833e-05, "loss": 0.0674, "step": 7860 }, { "epoch": 8.82, "learning_rate": 2.6077494287890326e-05, "loss": 0.0648, "step": 7870 }, { "epoch": 8.83, "learning_rate": 2.6071782178217823e-05, "loss": 0.072, "step": 7880 }, { "epoch": 8.85, "learning_rate": 2.6066070068545317e-05, "loss": 0.0965, "step": 7890 }, { "epoch": 8.86, "learning_rate": 2.606035795887281e-05, "loss": 0.0623, "step": 7900 }, { "epoch": 8.87, "learning_rate": 2.6054645849200307e-05, "loss": 0.0691, "step": 7910 }, { "epoch": 8.88, "learning_rate": 2.60489337395278e-05, "loss": 0.0668, "step": 7920 }, { "epoch": 8.89, "learning_rate": 2.6043221629855294e-05, "loss": 0.0708, "step": 7930 }, { "epoch": 8.9, "learning_rate": 2.6037509520182788e-05, "loss": 0.0847, "step": 7940 }, { "epoch": 8.91, "learning_rate": 2.6031797410510285e-05, "loss": 0.0696, "step": 7950 }, { "epoch": 8.92, "learning_rate": 2.6026085300837775e-05, "loss": 0.0639, "step": 7960 }, { "epoch": 8.93, "learning_rate": 2.602037319116527e-05, "loss": 0.0642, "step": 7970 }, { "epoch": 8.95, "learning_rate": 2.6014661081492766e-05, "loss": 0.0665, "step": 7980 }, { "epoch": 8.96, "learning_rate": 2.600894897182026e-05, "loss": 0.088, "step": 7990 }, { "epoch": 8.97, "learning_rate": 2.6003236862147753e-05, "loss": 0.0669, "step": 8000 }, { "epoch": 8.98, "learning_rate": 2.599752475247525e-05, "loss": 0.0705, "step": 8010 }, { "epoch": 8.99, "learning_rate": 2.5991812642802743e-05, "loss": 0.0597, "step": 8020 }, { "epoch": 9.0, "eval_cer": 1.1467656334984844, "eval_loss": 0.0997377410531044, "eval_runtime": 478.1159, "eval_samples_per_second": 11.133, "eval_steps_per_second": 1.393, "eval_wer": 3.1538815462559584, "step": 8028 }, { "epoch": 9.0, "learning_rate": 2.5986100533130237e-05, "loss": 0.0907, "step": 8030 }, { "epoch": 9.01, "learning_rate": 2.598038842345773e-05, "loss": 0.0646, "step": 8040 }, { "epoch": 9.02, "learning_rate": 2.5974676313785227e-05, "loss": 0.0668, "step": 8050 }, { "epoch": 9.04, "learning_rate": 2.596896420411272e-05, "loss": 0.0592, "step": 8060 }, { "epoch": 9.05, "learning_rate": 2.5963252094440214e-05, "loss": 0.0578, "step": 8070 }, { "epoch": 9.06, "learning_rate": 2.595753998476771e-05, "loss": 0.0817, "step": 8080 }, { "epoch": 9.07, "learning_rate": 2.59518278750952e-05, "loss": 0.0636, "step": 8090 }, { "epoch": 9.08, "learning_rate": 2.5946115765422695e-05, "loss": 0.06, "step": 8100 }, { "epoch": 9.09, "learning_rate": 2.594040365575019e-05, "loss": 0.0576, "step": 8110 }, { "epoch": 9.1, "learning_rate": 2.5934691546077685e-05, "loss": 0.0618, "step": 8120 }, { "epoch": 9.11, "learning_rate": 2.592897943640518e-05, "loss": 0.0834, "step": 8130 }, { "epoch": 9.13, "learning_rate": 2.5923267326732672e-05, "loss": 0.0598, "step": 8140 }, { "epoch": 9.14, "learning_rate": 2.591755521706017e-05, "loss": 0.0628, "step": 8150 }, { "epoch": 9.15, "learning_rate": 2.5911843107387663e-05, "loss": 0.0606, "step": 8160 }, { "epoch": 9.16, "learning_rate": 2.5906130997715156e-05, "loss": 0.0582, "step": 8170 }, { "epoch": 9.17, "learning_rate": 2.5900418888042653e-05, "loss": 0.0812, "step": 8180 }, { "epoch": 9.18, "learning_rate": 2.5894706778370147e-05, "loss": 0.0663, "step": 8190 }, { "epoch": 9.19, "learning_rate": 2.588899466869764e-05, "loss": 0.0632, "step": 8200 }, { "epoch": 9.2, "learning_rate": 2.5883282559025134e-05, "loss": 0.0589, "step": 8210 }, { "epoch": 9.22, "learning_rate": 2.5877570449352628e-05, "loss": 0.0568, "step": 8220 }, { "epoch": 9.23, "learning_rate": 2.587185833968012e-05, "loss": 0.0752, "step": 8230 }, { "epoch": 9.24, "learning_rate": 2.5866146230007615e-05, "loss": 0.0558, "step": 8240 }, { "epoch": 9.25, "learning_rate": 2.586043412033511e-05, "loss": 0.0587, "step": 8250 }, { "epoch": 9.26, "learning_rate": 2.5854722010662605e-05, "loss": 0.0583, "step": 8260 }, { "epoch": 9.27, "learning_rate": 2.58490099009901e-05, "loss": 0.0648, "step": 8270 }, { "epoch": 9.28, "learning_rate": 2.5843297791317596e-05, "loss": 0.0827, "step": 8280 }, { "epoch": 9.29, "learning_rate": 2.583758568164509e-05, "loss": 0.0645, "step": 8290 }, { "epoch": 9.3, "learning_rate": 2.5831873571972583e-05, "loss": 0.0614, "step": 8300 }, { "epoch": 9.32, "learning_rate": 2.5826161462300076e-05, "loss": 0.0608, "step": 8310 }, { "epoch": 9.33, "learning_rate": 2.5820449352627573e-05, "loss": 0.0614, "step": 8320 }, { "epoch": 9.34, "learning_rate": 2.5814737242955067e-05, "loss": 0.0853, "step": 8330 }, { "epoch": 9.35, "learning_rate": 2.580902513328256e-05, "loss": 0.0625, "step": 8340 }, { "epoch": 9.36, "learning_rate": 2.5803313023610057e-05, "loss": 0.0641, "step": 8350 }, { "epoch": 9.37, "learning_rate": 2.5797600913937547e-05, "loss": 0.0672, "step": 8360 }, { "epoch": 9.38, "learning_rate": 2.579188880426504e-05, "loss": 0.057, "step": 8370 }, { "epoch": 9.39, "learning_rate": 2.5786176694592534e-05, "loss": 0.0781, "step": 8380 }, { "epoch": 9.41, "learning_rate": 2.578046458492003e-05, "loss": 0.0601, "step": 8390 }, { "epoch": 9.42, "learning_rate": 2.5774752475247525e-05, "loss": 0.06, "step": 8400 }, { "epoch": 9.43, "learning_rate": 2.576904036557502e-05, "loss": 0.0569, "step": 8410 }, { "epoch": 9.44, "learning_rate": 2.5763328255902515e-05, "loss": 0.0584, "step": 8420 }, { "epoch": 9.45, "learning_rate": 2.575761614623001e-05, "loss": 0.0775, "step": 8430 }, { "epoch": 9.46, "learning_rate": 2.5751904036557502e-05, "loss": 0.0594, "step": 8440 }, { "epoch": 9.47, "learning_rate": 2.5746191926885e-05, "loss": 0.0595, "step": 8450 }, { "epoch": 9.48, "learning_rate": 2.5740479817212493e-05, "loss": 0.0571, "step": 8460 }, { "epoch": 9.5, "learning_rate": 2.5734767707539986e-05, "loss": 0.0645, "step": 8470 }, { "epoch": 9.51, "learning_rate": 2.5729626808834732e-05, "loss": 0.075, "step": 8480 }, { "epoch": 9.52, "learning_rate": 2.5723914699162226e-05, "loss": 0.0607, "step": 8490 }, { "epoch": 9.53, "learning_rate": 2.571820258948972e-05, "loss": 0.0608, "step": 8500 }, { "epoch": 9.54, "learning_rate": 2.5712490479817213e-05, "loss": 0.0574, "step": 8510 }, { "epoch": 9.55, "learning_rate": 2.570677837014471e-05, "loss": 0.0662, "step": 8520 }, { "epoch": 9.56, "learning_rate": 2.57010662604722e-05, "loss": 0.0787, "step": 8530 }, { "epoch": 9.57, "learning_rate": 2.5695354150799694e-05, "loss": 0.0617, "step": 8540 }, { "epoch": 9.59, "learning_rate": 2.568964204112719e-05, "loss": 0.0632, "step": 8550 }, { "epoch": 9.6, "learning_rate": 2.5683929931454684e-05, "loss": 0.0571, "step": 8560 }, { "epoch": 9.61, "learning_rate": 2.5678217821782178e-05, "loss": 0.0552, "step": 8570 }, { "epoch": 9.62, "learning_rate": 2.5672505712109674e-05, "loss": 0.0764, "step": 8580 }, { "epoch": 9.63, "learning_rate": 2.5666793602437168e-05, "loss": 0.0647, "step": 8590 }, { "epoch": 9.64, "learning_rate": 2.566108149276466e-05, "loss": 0.0597, "step": 8600 }, { "epoch": 9.65, "learning_rate": 2.5655369383092155e-05, "loss": 0.0572, "step": 8610 }, { "epoch": 9.66, "learning_rate": 2.5649657273419652e-05, "loss": 0.0554, "step": 8620 }, { "epoch": 9.67, "learning_rate": 2.5643945163747146e-05, "loss": 0.075, "step": 8630 }, { "epoch": 9.69, "learning_rate": 2.563823305407464e-05, "loss": 0.0681, "step": 8640 }, { "epoch": 9.7, "learning_rate": 2.5632520944402136e-05, "loss": 0.0598, "step": 8650 }, { "epoch": 9.71, "learning_rate": 2.5626808834729626e-05, "loss": 0.0604, "step": 8660 }, { "epoch": 9.72, "learning_rate": 2.562109672505712e-05, "loss": 0.0597, "step": 8670 }, { "epoch": 9.73, "learning_rate": 2.5615384615384613e-05, "loss": 0.0812, "step": 8680 }, { "epoch": 9.74, "learning_rate": 2.560967250571211e-05, "loss": 0.0631, "step": 8690 }, { "epoch": 9.75, "learning_rate": 2.5603960396039604e-05, "loss": 0.0569, "step": 8700 }, { "epoch": 9.76, "learning_rate": 2.5598248286367097e-05, "loss": 0.0608, "step": 8710 }, { "epoch": 9.78, "learning_rate": 2.5592536176694594e-05, "loss": 0.0584, "step": 8720 }, { "epoch": 9.79, "learning_rate": 2.5586824067022088e-05, "loss": 0.0812, "step": 8730 }, { "epoch": 9.8, "learning_rate": 2.558111195734958e-05, "loss": 0.0588, "step": 8740 }, { "epoch": 9.81, "learning_rate": 2.5575399847677078e-05, "loss": 0.059, "step": 8750 }, { "epoch": 9.82, "learning_rate": 2.5569687738004572e-05, "loss": 0.0576, "step": 8760 }, { "epoch": 9.83, "learning_rate": 2.5563975628332065e-05, "loss": 0.061, "step": 8770 }, { "epoch": 9.84, "learning_rate": 2.555826351865956e-05, "loss": 0.0924, "step": 8780 }, { "epoch": 9.85, "learning_rate": 2.5552551408987052e-05, "loss": 0.0619, "step": 8790 }, { "epoch": 9.87, "learning_rate": 2.5546839299314546e-05, "loss": 0.0611, "step": 8800 }, { "epoch": 9.88, "learning_rate": 2.554112718964204e-05, "loss": 0.0596, "step": 8810 }, { "epoch": 9.89, "learning_rate": 2.5535415079969536e-05, "loss": 0.0612, "step": 8820 }, { "epoch": 9.9, "learning_rate": 2.552970297029703e-05, "loss": 0.0751, "step": 8830 }, { "epoch": 9.91, "learning_rate": 2.5523990860624524e-05, "loss": 0.0613, "step": 8840 }, { "epoch": 9.92, "learning_rate": 2.551827875095202e-05, "loss": 0.058, "step": 8850 }, { "epoch": 9.93, "learning_rate": 2.5512566641279514e-05, "loss": 0.0593, "step": 8860 }, { "epoch": 9.94, "learning_rate": 2.5506854531607008e-05, "loss": 0.0623, "step": 8870 }, { "epoch": 9.96, "learning_rate": 2.55011424219345e-05, "loss": 0.0769, "step": 8880 }, { "epoch": 9.97, "learning_rate": 2.5495430312261998e-05, "loss": 0.0626, "step": 8890 }, { "epoch": 9.98, "learning_rate": 2.548971820258949e-05, "loss": 0.0552, "step": 8900 }, { "epoch": 9.99, "learning_rate": 2.5484006092916985e-05, "loss": 0.0588, "step": 8910 }, { "epoch": 10.0, "learning_rate": 2.5478293983244482e-05, "loss": 0.0762, "step": 8920 }, { "epoch": 10.0, "eval_cer": 1.1474645395666225, "eval_loss": 0.09519515931606293, "eval_runtime": 479.4355, "eval_samples_per_second": 11.103, "eval_steps_per_second": 1.389, "eval_wer": 3.1563187687162646, "step": 8920 }, { "epoch": 10.01, "learning_rate": 2.5472581873571972e-05, "loss": 0.0573, "step": 8930 }, { "epoch": 10.02, "learning_rate": 2.5466869763899466e-05, "loss": 0.054, "step": 8940 }, { "epoch": 10.03, "learning_rate": 2.546115765422696e-05, "loss": 0.0527, "step": 8950 }, { "epoch": 10.04, "learning_rate": 2.5455445544554456e-05, "loss": 0.0543, "step": 8960 }, { "epoch": 10.06, "learning_rate": 2.544973343488195e-05, "loss": 0.0729, "step": 8970 }, { "epoch": 10.07, "learning_rate": 2.5444021325209443e-05, "loss": 0.0576, "step": 8980 }, { "epoch": 10.08, "learning_rate": 2.543830921553694e-05, "loss": 0.053, "step": 8990 }, { "epoch": 10.09, "learning_rate": 2.5432597105864434e-05, "loss": 0.0601, "step": 9000 }, { "epoch": 10.1, "learning_rate": 2.5426884996191927e-05, "loss": 0.0484, "step": 9010 }, { "epoch": 10.11, "learning_rate": 2.5421172886519424e-05, "loss": 0.0735, "step": 9020 }, { "epoch": 10.12, "learning_rate": 2.5415460776846918e-05, "loss": 0.0543, "step": 9030 }, { "epoch": 10.13, "learning_rate": 2.540974866717441e-05, "loss": 0.0568, "step": 9040 }, { "epoch": 10.15, "learning_rate": 2.5404036557501905e-05, "loss": 0.0491, "step": 9050 }, { "epoch": 10.16, "learning_rate": 2.53983244478294e-05, "loss": 0.0573, "step": 9060 }, { "epoch": 10.17, "learning_rate": 2.5392612338156892e-05, "loss": 0.0765, "step": 9070 }, { "epoch": 10.18, "learning_rate": 2.5386900228484385e-05, "loss": 0.0528, "step": 9080 }, { "epoch": 10.19, "learning_rate": 2.5381188118811882e-05, "loss": 0.0508, "step": 9090 }, { "epoch": 10.2, "learning_rate": 2.5375476009139376e-05, "loss": 0.052, "step": 9100 }, { "epoch": 10.21, "learning_rate": 2.536976389946687e-05, "loss": 0.0508, "step": 9110 }, { "epoch": 10.22, "learning_rate": 2.5364051789794363e-05, "loss": 0.0678, "step": 9120 }, { "epoch": 10.24, "learning_rate": 2.535833968012186e-05, "loss": 0.0586, "step": 9130 }, { "epoch": 10.25, "learning_rate": 2.5352627570449354e-05, "loss": 0.051, "step": 9140 }, { "epoch": 10.26, "learning_rate": 2.5346915460776847e-05, "loss": 0.0519, "step": 9150 }, { "epoch": 10.27, "learning_rate": 2.5341203351104344e-05, "loss": 0.0522, "step": 9160 }, { "epoch": 10.28, "learning_rate": 2.5335491241431838e-05, "loss": 0.0844, "step": 9170 }, { "epoch": 10.29, "learning_rate": 2.532977913175933e-05, "loss": 0.0579, "step": 9180 }, { "epoch": 10.3, "learning_rate": 2.5324067022086825e-05, "loss": 0.0562, "step": 9190 }, { "epoch": 10.31, "learning_rate": 2.5318354912414318e-05, "loss": 0.053, "step": 9200 }, { "epoch": 10.33, "learning_rate": 2.5312642802741812e-05, "loss": 0.049, "step": 9210 }, { "epoch": 10.34, "learning_rate": 2.5306930693069305e-05, "loss": 0.0668, "step": 9220 }, { "epoch": 10.35, "learning_rate": 2.5301218583396802e-05, "loss": 0.0574, "step": 9230 }, { "epoch": 10.36, "learning_rate": 2.5295506473724296e-05, "loss": 0.0583, "step": 9240 }, { "epoch": 10.37, "learning_rate": 2.528979436405179e-05, "loss": 0.052, "step": 9250 }, { "epoch": 10.38, "learning_rate": 2.5284082254379286e-05, "loss": 0.0482, "step": 9260 }, { "epoch": 10.39, "learning_rate": 2.527837014470678e-05, "loss": 0.0638, "step": 9270 }, { "epoch": 10.4, "learning_rate": 2.5272658035034273e-05, "loss": 0.0563, "step": 9280 }, { "epoch": 10.41, "learning_rate": 2.5266945925361767e-05, "loss": 0.0573, "step": 9290 }, { "epoch": 10.43, "learning_rate": 2.5261233815689264e-05, "loss": 0.0533, "step": 9300 }, { "epoch": 10.44, "learning_rate": 2.5255521706016757e-05, "loss": 0.0486, "step": 9310 }, { "epoch": 10.45, "learning_rate": 2.5249809596344247e-05, "loss": 0.0642, "step": 9320 }, { "epoch": 10.46, "learning_rate": 2.5244097486671744e-05, "loss": 0.064, "step": 9330 }, { "epoch": 10.47, "learning_rate": 2.5238385376999238e-05, "loss": 0.0571, "step": 9340 }, { "epoch": 10.48, "learning_rate": 2.523267326732673e-05, "loss": 0.0539, "step": 9350 }, { "epoch": 10.49, "learning_rate": 2.522696115765423e-05, "loss": 0.0541, "step": 9360 }, { "epoch": 10.5, "learning_rate": 2.5221249047981722e-05, "loss": 0.0696, "step": 9370 }, { "epoch": 10.52, "learning_rate": 2.5215536938309215e-05, "loss": 0.0553, "step": 9380 }, { "epoch": 10.53, "learning_rate": 2.520982482863671e-05, "loss": 0.05, "step": 9390 }, { "epoch": 10.54, "learning_rate": 2.5204112718964206e-05, "loss": 0.055, "step": 9400 }, { "epoch": 10.55, "learning_rate": 2.51984006092917e-05, "loss": 0.0487, "step": 9410 }, { "epoch": 10.56, "learning_rate": 2.5192688499619193e-05, "loss": 0.0664, "step": 9420 }, { "epoch": 10.57, "learning_rate": 2.518697638994669e-05, "loss": 0.053, "step": 9430 }, { "epoch": 10.58, "learning_rate": 2.5181264280274184e-05, "loss": 0.053, "step": 9440 }, { "epoch": 10.59, "learning_rate": 2.5175552170601677e-05, "loss": 0.0511, "step": 9450 }, { "epoch": 10.61, "learning_rate": 2.516984006092917e-05, "loss": 0.0548, "step": 9460 }, { "epoch": 10.62, "learning_rate": 2.5164127951256664e-05, "loss": 0.0709, "step": 9470 }, { "epoch": 10.63, "learning_rate": 2.5158415841584158e-05, "loss": 0.0526, "step": 9480 }, { "epoch": 10.64, "learning_rate": 2.515270373191165e-05, "loss": 0.0544, "step": 9490 }, { "epoch": 10.65, "learning_rate": 2.5146991622239148e-05, "loss": 0.0489, "step": 9500 }, { "epoch": 10.66, "learning_rate": 2.5141279512566642e-05, "loss": 0.0502, "step": 9510 }, { "epoch": 10.67, "learning_rate": 2.5135567402894135e-05, "loss": 0.0686, "step": 9520 }, { "epoch": 10.68, "learning_rate": 2.5129855293221632e-05, "loss": 0.0536, "step": 9530 }, { "epoch": 10.7, "learning_rate": 2.5124143183549126e-05, "loss": 0.0539, "step": 9540 }, { "epoch": 10.71, "learning_rate": 2.511843107387662e-05, "loss": 0.0538, "step": 9550 }, { "epoch": 10.72, "learning_rate": 2.5112718964204113e-05, "loss": 0.0586, "step": 9560 }, { "epoch": 10.73, "learning_rate": 2.510700685453161e-05, "loss": 0.0722, "step": 9570 }, { "epoch": 10.74, "learning_rate": 2.5101294744859103e-05, "loss": 0.0566, "step": 9580 }, { "epoch": 10.75, "learning_rate": 2.5095582635186593e-05, "loss": 0.0494, "step": 9590 }, { "epoch": 10.76, "learning_rate": 2.508987052551409e-05, "loss": 0.0499, "step": 9600 }, { "epoch": 10.77, "learning_rate": 2.5084158415841584e-05, "loss": 0.0551, "step": 9610 }, { "epoch": 10.78, "learning_rate": 2.5078446306169077e-05, "loss": 0.0687, "step": 9620 }, { "epoch": 10.8, "learning_rate": 2.5072734196496574e-05, "loss": 0.0553, "step": 9630 }, { "epoch": 10.81, "learning_rate": 2.5067022086824068e-05, "loss": 0.0553, "step": 9640 }, { "epoch": 10.82, "learning_rate": 2.506130997715156e-05, "loss": 0.0497, "step": 9650 }, { "epoch": 10.83, "learning_rate": 2.5055597867479055e-05, "loss": 0.0544, "step": 9660 }, { "epoch": 10.84, "learning_rate": 2.5049885757806552e-05, "loss": 0.065, "step": 9670 }, { "epoch": 10.85, "learning_rate": 2.5044173648134045e-05, "loss": 0.0585, "step": 9680 }, { "epoch": 10.86, "learning_rate": 2.503846153846154e-05, "loss": 0.0581, "step": 9690 }, { "epoch": 10.87, "learning_rate": 2.5032749428789036e-05, "loss": 0.0513, "step": 9700 }, { "epoch": 10.89, "learning_rate": 2.502703731911653e-05, "loss": 0.0556, "step": 9710 }, { "epoch": 10.9, "learning_rate": 2.5021896420411272e-05, "loss": 0.0687, "step": 9720 }, { "epoch": 10.91, "learning_rate": 2.501618431073877e-05, "loss": 0.0581, "step": 9730 }, { "epoch": 10.92, "learning_rate": 2.5010472201066262e-05, "loss": 0.0531, "step": 9740 }, { "epoch": 10.93, "learning_rate": 2.5004760091393756e-05, "loss": 0.0529, "step": 9750 }, { "epoch": 10.94, "learning_rate": 2.499904798172125e-05, "loss": 0.0519, "step": 9760 }, { "epoch": 10.95, "learning_rate": 2.4993335872048743e-05, "loss": 0.0767, "step": 9770 }, { "epoch": 10.96, "learning_rate": 2.4987623762376237e-05, "loss": 0.0516, "step": 9780 }, { "epoch": 10.98, "learning_rate": 2.498191165270373e-05, "loss": 0.0512, "step": 9790 }, { "epoch": 10.99, "learning_rate": 2.4976199543031227e-05, "loss": 0.0522, "step": 9800 }, { "epoch": 11.0, "learning_rate": 2.497048743335872e-05, "loss": 0.0594, "step": 9810 }, { "epoch": 11.0, "eval_cer": 1.1526371870005327, "eval_loss": 0.09285453706979752, "eval_runtime": 491.1637, "eval_samples_per_second": 10.838, "eval_steps_per_second": 1.356, "eval_wer": 3.1543626807869574, "step": 9812 }, { "epoch": 11.01, "learning_rate": 2.4964775323686214e-05, "loss": 0.0638, "step": 9820 }, { "epoch": 11.02, "learning_rate": 2.495906321401371e-05, "loss": 0.049, "step": 9830 }, { "epoch": 11.03, "learning_rate": 2.4953351104341205e-05, "loss": 0.0433, "step": 9840 }, { "epoch": 11.04, "learning_rate": 2.4947638994668698e-05, "loss": 0.051, "step": 9850 }, { "epoch": 11.05, "learning_rate": 2.4941926884996192e-05, "loss": 0.0523, "step": 9860 }, { "epoch": 11.07, "learning_rate": 2.493621477532369e-05, "loss": 0.0588, "step": 9870 }, { "epoch": 11.08, "learning_rate": 2.4930502665651182e-05, "loss": 0.0512, "step": 9880 }, { "epoch": 11.09, "learning_rate": 2.4924790555978676e-05, "loss": 0.0471, "step": 9890 }, { "epoch": 11.1, "learning_rate": 2.491907844630617e-05, "loss": 0.0478, "step": 9900 }, { "epoch": 11.11, "learning_rate": 2.4913366336633663e-05, "loss": 0.051, "step": 9910 }, { "epoch": 11.12, "learning_rate": 2.4907654226961156e-05, "loss": 0.0616, "step": 9920 }, { "epoch": 11.13, "learning_rate": 2.4901942117288653e-05, "loss": 0.0483, "step": 9930 }, { "epoch": 11.14, "learning_rate": 2.4896230007616147e-05, "loss": 0.0453, "step": 9940 }, { "epoch": 11.15, "learning_rate": 2.489051789794364e-05, "loss": 0.0467, "step": 9950 }, { "epoch": 11.17, "learning_rate": 2.4884805788271134e-05, "loss": 0.0505, "step": 9960 }, { "epoch": 11.18, "learning_rate": 2.487909367859863e-05, "loss": 0.0609, "step": 9970 }, { "epoch": 11.19, "learning_rate": 2.4873381568926124e-05, "loss": 0.0495, "step": 9980 }, { "epoch": 11.2, "learning_rate": 2.4867669459253618e-05, "loss": 0.0429, "step": 9990 }, { "epoch": 11.21, "learning_rate": 2.4861957349581115e-05, "loss": 0.0452, "step": 10000 }, { "epoch": 11.22, "learning_rate": 2.485624523990861e-05, "loss": 0.0488, "step": 10010 }, { "epoch": 11.23, "learning_rate": 2.4850533130236102e-05, "loss": 0.0612, "step": 10020 }, { "epoch": 11.24, "learning_rate": 2.4844821020563596e-05, "loss": 0.047, "step": 10030 }, { "epoch": 11.26, "learning_rate": 2.483910891089109e-05, "loss": 0.0481, "step": 10040 }, { "epoch": 11.27, "learning_rate": 2.4833396801218583e-05, "loss": 0.0498, "step": 10050 }, { "epoch": 11.28, "learning_rate": 2.4827684691546076e-05, "loss": 0.0472, "step": 10060 }, { "epoch": 11.29, "learning_rate": 2.4821972581873573e-05, "loss": 0.0591, "step": 10070 }, { "epoch": 11.3, "learning_rate": 2.4816260472201067e-05, "loss": 0.05, "step": 10080 }, { "epoch": 11.31, "learning_rate": 2.481054836252856e-05, "loss": 0.0465, "step": 10090 }, { "epoch": 11.32, "learning_rate": 2.4804836252856057e-05, "loss": 0.0506, "step": 10100 }, { "epoch": 11.33, "learning_rate": 2.479912414318355e-05, "loss": 0.0607, "step": 10110 }, { "epoch": 11.35, "learning_rate": 2.4793412033511044e-05, "loss": 0.0623, "step": 10120 }, { "epoch": 11.36, "learning_rate": 2.4787699923838538e-05, "loss": 0.0503, "step": 10130 }, { "epoch": 11.37, "learning_rate": 2.4781987814166035e-05, "loss": 0.044, "step": 10140 }, { "epoch": 11.38, "learning_rate": 2.4776275704493528e-05, "loss": 0.0453, "step": 10150 }, { "epoch": 11.39, "learning_rate": 2.477056359482102e-05, "loss": 0.0502, "step": 10160 }, { "epoch": 11.4, "learning_rate": 2.4764851485148515e-05, "loss": 0.0692, "step": 10170 }, { "epoch": 11.41, "learning_rate": 2.475913937547601e-05, "loss": 0.0495, "step": 10180 }, { "epoch": 11.42, "learning_rate": 2.4753427265803502e-05, "loss": 0.0483, "step": 10190 }, { "epoch": 11.43, "learning_rate": 2.4747715156131e-05, "loss": 0.0435, "step": 10200 }, { "epoch": 11.45, "learning_rate": 2.4742003046458493e-05, "loss": 0.0551, "step": 10210 }, { "epoch": 11.46, "learning_rate": 2.4736290936785986e-05, "loss": 0.0628, "step": 10220 }, { "epoch": 11.47, "learning_rate": 2.473057882711348e-05, "loss": 0.0467, "step": 10230 }, { "epoch": 11.48, "learning_rate": 2.4724866717440977e-05, "loss": 0.0434, "step": 10240 }, { "epoch": 11.49, "learning_rate": 2.471915460776847e-05, "loss": 0.0476, "step": 10250 }, { "epoch": 11.5, "learning_rate": 2.4713442498095964e-05, "loss": 0.0498, "step": 10260 }, { "epoch": 11.51, "learning_rate": 2.470773038842346e-05, "loss": 0.0684, "step": 10270 }, { "epoch": 11.52, "learning_rate": 2.4702018278750954e-05, "loss": 0.0489, "step": 10280 }, { "epoch": 11.54, "learning_rate": 2.4696306169078445e-05, "loss": 0.0498, "step": 10290 }, { "epoch": 11.55, "learning_rate": 2.469059405940594e-05, "loss": 0.047, "step": 10300 }, { "epoch": 11.56, "learning_rate": 2.4684881949733435e-05, "loss": 0.0549, "step": 10310 }, { "epoch": 11.57, "learning_rate": 2.467916984006093e-05, "loss": 0.0723, "step": 10320 }, { "epoch": 11.58, "learning_rate": 2.4673457730388422e-05, "loss": 0.0486, "step": 10330 }, { "epoch": 11.59, "learning_rate": 2.466774562071592e-05, "loss": 0.0489, "step": 10340 }, { "epoch": 11.6, "learning_rate": 2.4662033511043413e-05, "loss": 0.0464, "step": 10350 }, { "epoch": 11.61, "learning_rate": 2.4656321401370906e-05, "loss": 0.0459, "step": 10360 }, { "epoch": 11.63, "learning_rate": 2.4650609291698403e-05, "loss": 0.0543, "step": 10370 }, { "epoch": 11.64, "learning_rate": 2.4644897182025897e-05, "loss": 0.0459, "step": 10380 }, { "epoch": 11.65, "learning_rate": 2.463918507235339e-05, "loss": 0.0442, "step": 10390 }, { "epoch": 11.66, "learning_rate": 2.4633472962680884e-05, "loss": 0.0499, "step": 10400 }, { "epoch": 11.67, "learning_rate": 2.462776085300838e-05, "loss": 0.0504, "step": 10410 }, { "epoch": 11.68, "learning_rate": 2.4622048743335874e-05, "loss": 0.0571, "step": 10420 }, { "epoch": 11.69, "learning_rate": 2.4616336633663364e-05, "loss": 0.0461, "step": 10430 }, { "epoch": 11.7, "learning_rate": 2.461062452399086e-05, "loss": 0.0462, "step": 10440 }, { "epoch": 11.72, "learning_rate": 2.4604912414318355e-05, "loss": 0.044, "step": 10450 }, { "epoch": 11.73, "learning_rate": 2.459920030464585e-05, "loss": 0.0526, "step": 10460 }, { "epoch": 11.74, "learning_rate": 2.4593488194973345e-05, "loss": 0.0586, "step": 10470 }, { "epoch": 11.75, "learning_rate": 2.458777608530084e-05, "loss": 0.047, "step": 10480 }, { "epoch": 11.76, "learning_rate": 2.4582063975628332e-05, "loss": 0.0472, "step": 10490 }, { "epoch": 11.77, "learning_rate": 2.4576351865955826e-05, "loss": 0.0444, "step": 10500 }, { "epoch": 11.78, "learning_rate": 2.4570639756283323e-05, "loss": 0.0503, "step": 10510 }, { "epoch": 11.79, "learning_rate": 2.4564927646610816e-05, "loss": 0.061, "step": 10520 }, { "epoch": 11.8, "learning_rate": 2.455921553693831e-05, "loss": 0.0464, "step": 10530 }, { "epoch": 11.82, "learning_rate": 2.4553503427265807e-05, "loss": 0.0472, "step": 10540 }, { "epoch": 11.83, "learning_rate": 2.45477913175933e-05, "loss": 0.0465, "step": 10550 }, { "epoch": 11.84, "learning_rate": 2.454207920792079e-05, "loss": 0.054, "step": 10560 }, { "epoch": 11.85, "learning_rate": 2.4536367098248284e-05, "loss": 0.0571, "step": 10570 }, { "epoch": 11.86, "learning_rate": 2.453065498857578e-05, "loss": 0.0489, "step": 10580 }, { "epoch": 11.87, "learning_rate": 2.4524942878903275e-05, "loss": 0.0453, "step": 10590 }, { "epoch": 11.88, "learning_rate": 2.4519230769230768e-05, "loss": 0.0483, "step": 10600 }, { "epoch": 11.89, "learning_rate": 2.4513518659558265e-05, "loss": 0.0563, "step": 10610 }, { "epoch": 11.91, "learning_rate": 2.450780654988576e-05, "loss": 0.0554, "step": 10620 }, { "epoch": 11.92, "learning_rate": 2.4502094440213252e-05, "loss": 0.0479, "step": 10630 }, { "epoch": 11.93, "learning_rate": 2.449638233054075e-05, "loss": 0.0512, "step": 10640 }, { "epoch": 11.94, "learning_rate": 2.4490670220868243e-05, "loss": 0.0456, "step": 10650 }, { "epoch": 11.95, "learning_rate": 2.4484958111195736e-05, "loss": 0.0502, "step": 10660 }, { "epoch": 11.96, "learning_rate": 2.447924600152323e-05, "loss": 0.0567, "step": 10670 }, { "epoch": 11.97, "learning_rate": 2.4473533891850727e-05, "loss": 0.0463, "step": 10680 }, { "epoch": 11.98, "learning_rate": 2.4467821782178217e-05, "loss": 0.0477, "step": 10690 }, { "epoch": 12.0, "learning_rate": 2.446210967250571e-05, "loss": 0.0504, "step": 10700 }, { "epoch": 12.0, "eval_cer": 1.1531699520511454, "eval_loss": 0.08872469514608383, "eval_runtime": 476.1443, "eval_samples_per_second": 11.179, "eval_steps_per_second": 1.399, "eval_wer": 3.152756269866518, "step": 10704 }, { "epoch": 12.01, "learning_rate": 2.4456397562833207e-05, "loss": 0.0559, "step": 10710 }, { "epoch": 12.02, "learning_rate": 2.44506854531607e-05, "loss": 0.0396, "step": 10720 }, { "epoch": 12.03, "learning_rate": 2.4444973343488194e-05, "loss": 0.0422, "step": 10730 }, { "epoch": 12.04, "learning_rate": 2.4439261233815688e-05, "loss": 0.0436, "step": 10740 }, { "epoch": 12.05, "learning_rate": 2.4433549124143185e-05, "loss": 0.0423, "step": 10750 }, { "epoch": 12.06, "learning_rate": 2.442783701447068e-05, "loss": 0.0537, "step": 10760 }, { "epoch": 12.07, "learning_rate": 2.4422124904798172e-05, "loss": 0.0402, "step": 10770 }, { "epoch": 12.09, "learning_rate": 2.441641279512567e-05, "loss": 0.0493, "step": 10780 }, { "epoch": 12.1, "learning_rate": 2.4410700685453162e-05, "loss": 0.0427, "step": 10790 }, { "epoch": 12.11, "learning_rate": 2.4404988575780656e-05, "loss": 0.0411, "step": 10800 }, { "epoch": 12.12, "learning_rate": 2.4399276466108153e-05, "loss": 0.0606, "step": 10810 }, { "epoch": 12.13, "learning_rate": 2.4393564356435643e-05, "loss": 0.0416, "step": 10820 }, { "epoch": 12.14, "learning_rate": 2.4387852246763137e-05, "loss": 0.0472, "step": 10830 }, { "epoch": 12.15, "learning_rate": 2.438214013709063e-05, "loss": 0.0382, "step": 10840 }, { "epoch": 12.16, "learning_rate": 2.4376428027418127e-05, "loss": 0.049, "step": 10850 }, { "epoch": 12.17, "learning_rate": 2.437071591774562e-05, "loss": 0.0573, "step": 10860 }, { "epoch": 12.19, "learning_rate": 2.4365003808073114e-05, "loss": 0.0443, "step": 10870 }, { "epoch": 12.2, "learning_rate": 2.435929169840061e-05, "loss": 0.0412, "step": 10880 }, { "epoch": 12.21, "learning_rate": 2.4353579588728105e-05, "loss": 0.0424, "step": 10890 }, { "epoch": 12.22, "learning_rate": 2.4347867479055598e-05, "loss": 0.0381, "step": 10900 }, { "epoch": 12.23, "learning_rate": 2.4342155369383095e-05, "loss": 0.0534, "step": 10910 }, { "epoch": 12.24, "learning_rate": 2.433644325971059e-05, "loss": 0.0419, "step": 10920 }, { "epoch": 12.25, "learning_rate": 2.4330731150038082e-05, "loss": 0.0406, "step": 10930 }, { "epoch": 12.26, "learning_rate": 2.4325019040365576e-05, "loss": 0.0464, "step": 10940 }, { "epoch": 12.28, "learning_rate": 2.4319306930693073e-05, "loss": 0.0425, "step": 10950 }, { "epoch": 12.29, "learning_rate": 2.4313594821020563e-05, "loss": 0.0588, "step": 10960 }, { "epoch": 12.3, "learning_rate": 2.4307882711348056e-05, "loss": 0.0488, "step": 10970 }, { "epoch": 12.31, "learning_rate": 2.4302170601675553e-05, "loss": 0.0398, "step": 10980 }, { "epoch": 12.32, "learning_rate": 2.4296458492003047e-05, "loss": 0.041, "step": 10990 }, { "epoch": 12.33, "learning_rate": 2.429074638233054e-05, "loss": 0.0452, "step": 11000 }, { "epoch": 12.34, "learning_rate": 2.4285034272658034e-05, "loss": 0.0549, "step": 11010 }, { "epoch": 12.35, "learning_rate": 2.427932216298553e-05, "loss": 0.0437, "step": 11020 }, { "epoch": 12.37, "learning_rate": 2.4273610053313024e-05, "loss": 0.0442, "step": 11030 }, { "epoch": 12.38, "learning_rate": 2.4267897943640518e-05, "loss": 0.0439, "step": 11040 }, { "epoch": 12.39, "learning_rate": 2.4262185833968015e-05, "loss": 0.0427, "step": 11050 }, { "epoch": 12.4, "learning_rate": 2.425647372429551e-05, "loss": 0.0553, "step": 11060 }, { "epoch": 12.41, "learning_rate": 2.4250761614623002e-05, "loss": 0.0446, "step": 11070 }, { "epoch": 12.42, "learning_rate": 2.42450495049505e-05, "loss": 0.0431, "step": 11080 }, { "epoch": 12.43, "learning_rate": 2.423933739527799e-05, "loss": 0.0395, "step": 11090 }, { "epoch": 12.44, "learning_rate": 2.4233625285605483e-05, "loss": 0.0404, "step": 11100 }, { "epoch": 12.46, "learning_rate": 2.4227913175932976e-05, "loss": 0.0609, "step": 11110 }, { "epoch": 12.47, "learning_rate": 2.4222201066260473e-05, "loss": 0.0421, "step": 11120 }, { "epoch": 12.48, "learning_rate": 2.4216488956587967e-05, "loss": 0.0434, "step": 11130 }, { "epoch": 12.49, "learning_rate": 2.421077684691546e-05, "loss": 0.0408, "step": 11140 }, { "epoch": 12.5, "learning_rate": 2.4205064737242957e-05, "loss": 0.0465, "step": 11150 }, { "epoch": 12.51, "learning_rate": 2.419935262757045e-05, "loss": 0.0613, "step": 11160 }, { "epoch": 12.52, "learning_rate": 2.4193640517897944e-05, "loss": 0.044, "step": 11170 }, { "epoch": 12.53, "learning_rate": 2.4187928408225438e-05, "loss": 0.0432, "step": 11180 }, { "epoch": 12.54, "learning_rate": 2.4182216298552935e-05, "loss": 0.0447, "step": 11190 }, { "epoch": 12.56, "learning_rate": 2.4176504188880428e-05, "loss": 0.0429, "step": 11200 }, { "epoch": 12.57, "learning_rate": 2.417079207920792e-05, "loss": 0.0624, "step": 11210 }, { "epoch": 12.58, "learning_rate": 2.4165079969535415e-05, "loss": 0.0445, "step": 11220 }, { "epoch": 12.59, "learning_rate": 2.415936785986291e-05, "loss": 0.0418, "step": 11230 }, { "epoch": 12.6, "learning_rate": 2.4153655750190402e-05, "loss": 0.0407, "step": 11240 }, { "epoch": 12.61, "learning_rate": 2.41479436405179e-05, "loss": 0.041, "step": 11250 }, { "epoch": 12.62, "learning_rate": 2.4142231530845393e-05, "loss": 0.0577, "step": 11260 }, { "epoch": 12.63, "learning_rate": 2.4136519421172886e-05, "loss": 0.0477, "step": 11270 }, { "epoch": 12.65, "learning_rate": 2.413080731150038e-05, "loss": 0.0452, "step": 11280 }, { "epoch": 12.66, "learning_rate": 2.4125095201827877e-05, "loss": 0.0413, "step": 11290 }, { "epoch": 12.67, "learning_rate": 2.411938309215537e-05, "loss": 0.0425, "step": 11300 }, { "epoch": 12.68, "learning_rate": 2.4113670982482864e-05, "loss": 0.0569, "step": 11310 }, { "epoch": 12.69, "learning_rate": 2.410795887281036e-05, "loss": 0.042, "step": 11320 }, { "epoch": 12.7, "learning_rate": 2.4102246763137854e-05, "loss": 0.0392, "step": 11330 }, { "epoch": 12.71, "learning_rate": 2.4096534653465348e-05, "loss": 0.0426, "step": 11340 }, { "epoch": 12.72, "learning_rate": 2.409082254379284e-05, "loss": 0.042, "step": 11350 }, { "epoch": 12.74, "learning_rate": 2.4085110434120335e-05, "loss": 0.0594, "step": 11360 }, { "epoch": 12.75, "learning_rate": 2.407939832444783e-05, "loss": 0.0435, "step": 11370 }, { "epoch": 12.76, "learning_rate": 2.4073686214775322e-05, "loss": 0.0433, "step": 11380 }, { "epoch": 12.77, "learning_rate": 2.406797410510282e-05, "loss": 0.0406, "step": 11390 }, { "epoch": 12.78, "learning_rate": 2.4062261995430313e-05, "loss": 0.0412, "step": 11400 }, { "epoch": 12.79, "learning_rate": 2.4056549885757806e-05, "loss": 0.0668, "step": 11410 }, { "epoch": 12.8, "learning_rate": 2.4050837776085303e-05, "loss": 0.0466, "step": 11420 }, { "epoch": 12.81, "learning_rate": 2.4045125666412797e-05, "loss": 0.0409, "step": 11430 }, { "epoch": 12.83, "learning_rate": 2.403941355674029e-05, "loss": 0.0428, "step": 11440 }, { "epoch": 12.84, "learning_rate": 2.4033701447067784e-05, "loss": 0.0374, "step": 11450 }, { "epoch": 12.85, "learning_rate": 2.402798933739528e-05, "loss": 0.058, "step": 11460 }, { "epoch": 12.86, "learning_rate": 2.4022277227722774e-05, "loss": 0.0439, "step": 11470 }, { "epoch": 12.87, "learning_rate": 2.4016565118050268e-05, "loss": 0.0415, "step": 11480 }, { "epoch": 12.88, "learning_rate": 2.401085300837776e-05, "loss": 0.0393, "step": 11490 }, { "epoch": 12.89, "learning_rate": 2.4005140898705255e-05, "loss": 0.0458, "step": 11500 }, { "epoch": 12.9, "learning_rate": 2.3999428789032748e-05, "loss": 0.0599, "step": 11510 }, { "epoch": 12.91, "learning_rate": 2.3993716679360245e-05, "loss": 0.0424, "step": 11520 }, { "epoch": 12.93, "learning_rate": 2.398800456968774e-05, "loss": 0.0413, "step": 11530 }, { "epoch": 12.94, "learning_rate": 2.3982292460015232e-05, "loss": 0.0409, "step": 11540 }, { "epoch": 12.95, "learning_rate": 2.3976580350342726e-05, "loss": 0.0422, "step": 11550 }, { "epoch": 12.96, "learning_rate": 2.3970868240670223e-05, "loss": 0.0553, "step": 11560 }, { "epoch": 12.97, "learning_rate": 2.3965156130997716e-05, "loss": 0.0409, "step": 11570 }, { "epoch": 12.98, "learning_rate": 2.395944402132521e-05, "loss": 0.0471, "step": 11580 }, { "epoch": 12.99, "learning_rate": 2.3953731911652707e-05, "loss": 0.0433, "step": 11590 }, { "epoch": 13.0, "eval_cer": 1.1588298845923233, "eval_loss": 0.09152624756097794, "eval_runtime": 476.6374, "eval_samples_per_second": 11.168, "eval_steps_per_second": 1.397, "eval_wer": 3.144214160078454, "step": 11596 }, { "epoch": 13.0, "learning_rate": 2.39480198019802e-05, "loss": 0.0631, "step": 11600 }, { "epoch": 13.02, "learning_rate": 2.3942307692307694e-05, "loss": 0.0423, "step": 11610 }, { "epoch": 13.03, "learning_rate": 2.3936595582635184e-05, "loss": 0.0406, "step": 11620 }, { "epoch": 13.04, "learning_rate": 2.393088347296268e-05, "loss": 0.0331, "step": 11630 }, { "epoch": 13.05, "learning_rate": 2.3925171363290174e-05, "loss": 0.0361, "step": 11640 }, { "epoch": 13.06, "learning_rate": 2.3919459253617668e-05, "loss": 0.0504, "step": 11650 }, { "epoch": 13.07, "learning_rate": 2.3913747143945165e-05, "loss": 0.0377, "step": 11660 }, { "epoch": 13.08, "learning_rate": 2.390803503427266e-05, "loss": 0.0413, "step": 11670 }, { "epoch": 13.09, "learning_rate": 2.3902322924600152e-05, "loss": 0.0373, "step": 11680 }, { "epoch": 13.11, "learning_rate": 2.389661081492765e-05, "loss": 0.0412, "step": 11690 }, { "epoch": 13.12, "learning_rate": 2.3890898705255143e-05, "loss": 0.0531, "step": 11700 }, { "epoch": 13.13, "learning_rate": 2.3885186595582636e-05, "loss": 0.0446, "step": 11710 }, { "epoch": 13.14, "learning_rate": 2.387947448591013e-05, "loss": 0.0363, "step": 11720 }, { "epoch": 13.15, "learning_rate": 2.3873762376237627e-05, "loss": 0.0383, "step": 11730 }, { "epoch": 13.16, "learning_rate": 2.386805026656512e-05, "loss": 0.0377, "step": 11740 }, { "epoch": 13.17, "learning_rate": 2.386233815689261e-05, "loss": 0.0492, "step": 11750 }, { "epoch": 13.18, "learning_rate": 2.3856626047220107e-05, "loss": 0.0425, "step": 11760 }, { "epoch": 13.2, "learning_rate": 2.38509139375476e-05, "loss": 0.0391, "step": 11770 }, { "epoch": 13.21, "learning_rate": 2.3845201827875094e-05, "loss": 0.0381, "step": 11780 }, { "epoch": 13.22, "learning_rate": 2.383948971820259e-05, "loss": 0.0353, "step": 11790 }, { "epoch": 13.23, "learning_rate": 2.3833777608530085e-05, "loss": 0.0568, "step": 11800 }, { "epoch": 13.24, "learning_rate": 2.3828065498857578e-05, "loss": 0.041, "step": 11810 }, { "epoch": 13.25, "learning_rate": 2.3822353389185072e-05, "loss": 0.0406, "step": 11820 }, { "epoch": 13.26, "learning_rate": 2.381664127951257e-05, "loss": 0.0404, "step": 11830 }, { "epoch": 13.27, "learning_rate": 2.3810929169840062e-05, "loss": 0.0394, "step": 11840 }, { "epoch": 13.28, "learning_rate": 2.3805217060167556e-05, "loss": 0.0513, "step": 11850 }, { "epoch": 13.3, "learning_rate": 2.3799504950495053e-05, "loss": 0.0389, "step": 11860 }, { "epoch": 13.31, "learning_rate": 2.3793792840822546e-05, "loss": 0.0358, "step": 11870 }, { "epoch": 13.32, "learning_rate": 2.378808073115004e-05, "loss": 0.0369, "step": 11880 }, { "epoch": 13.33, "learning_rate": 2.378236862147753e-05, "loss": 0.0374, "step": 11890 }, { "epoch": 13.34, "learning_rate": 2.3776656511805027e-05, "loss": 0.0545, "step": 11900 }, { "epoch": 13.35, "learning_rate": 2.377094440213252e-05, "loss": 0.0437, "step": 11910 }, { "epoch": 13.36, "learning_rate": 2.3765232292460014e-05, "loss": 0.038, "step": 11920 }, { "epoch": 13.37, "learning_rate": 2.375952018278751e-05, "loss": 0.0392, "step": 11930 }, { "epoch": 13.39, "learning_rate": 2.3753808073115004e-05, "loss": 0.0411, "step": 11940 }, { "epoch": 13.4, "learning_rate": 2.3748095963442498e-05, "loss": 0.0546, "step": 11950 }, { "epoch": 13.41, "learning_rate": 2.3742383853769995e-05, "loss": 0.0397, "step": 11960 }, { "epoch": 13.42, "learning_rate": 2.373667174409749e-05, "loss": 0.0368, "step": 11970 }, { "epoch": 13.43, "learning_rate": 2.3730959634424982e-05, "loss": 0.0369, "step": 11980 }, { "epoch": 13.44, "learning_rate": 2.3725247524752476e-05, "loss": 0.035, "step": 11990 }, { "epoch": 13.45, "learning_rate": 2.3719535415079973e-05, "loss": 0.0594, "step": 12000 }, { "epoch": 13.46, "learning_rate": 2.3713823305407466e-05, "loss": 0.04, "step": 12010 }, { "epoch": 13.48, "learning_rate": 2.3708111195734956e-05, "loss": 0.0365, "step": 12020 }, { "epoch": 13.49, "learning_rate": 2.3702399086062453e-05, "loss": 0.0381, "step": 12030 }, { "epoch": 13.5, "learning_rate": 2.3696686976389947e-05, "loss": 0.039, "step": 12040 }, { "epoch": 13.51, "learning_rate": 2.369097486671744e-05, "loss": 0.0507, "step": 12050 }, { "epoch": 13.52, "learning_rate": 2.3685262757044934e-05, "loss": 0.0387, "step": 12060 }, { "epoch": 13.53, "learning_rate": 2.367955064737243e-05, "loss": 0.0426, "step": 12070 }, { "epoch": 13.54, "learning_rate": 2.3673838537699924e-05, "loss": 0.0375, "step": 12080 }, { "epoch": 13.55, "learning_rate": 2.3668126428027418e-05, "loss": 0.0364, "step": 12090 }, { "epoch": 13.57, "learning_rate": 2.3662414318354915e-05, "loss": 0.0512, "step": 12100 }, { "epoch": 13.58, "learning_rate": 2.3656702208682408e-05, "loss": 0.0434, "step": 12110 }, { "epoch": 13.59, "learning_rate": 2.3650990099009902e-05, "loss": 0.04, "step": 12120 }, { "epoch": 13.6, "learning_rate": 2.36452779893374e-05, "loss": 0.0373, "step": 12130 }, { "epoch": 13.61, "learning_rate": 2.3639565879664892e-05, "loss": 0.0372, "step": 12140 }, { "epoch": 13.62, "learning_rate": 2.3633853769992382e-05, "loss": 0.0499, "step": 12150 }, { "epoch": 13.63, "learning_rate": 2.3628141660319876e-05, "loss": 0.0393, "step": 12160 }, { "epoch": 13.64, "learning_rate": 2.3622429550647373e-05, "loss": 0.0382, "step": 12170 }, { "epoch": 13.65, "learning_rate": 2.3616717440974866e-05, "loss": 0.0393, "step": 12180 }, { "epoch": 13.67, "learning_rate": 2.361100533130236e-05, "loss": 0.0385, "step": 12190 }, { "epoch": 13.68, "learning_rate": 2.3605293221629857e-05, "loss": 0.0514, "step": 12200 }, { "epoch": 13.69, "learning_rate": 2.359958111195735e-05, "loss": 0.0412, "step": 12210 }, { "epoch": 13.7, "learning_rate": 2.3593869002284844e-05, "loss": 0.0384, "step": 12220 }, { "epoch": 13.71, "learning_rate": 2.3588156892612338e-05, "loss": 0.0386, "step": 12230 }, { "epoch": 13.72, "learning_rate": 2.3582444782939834e-05, "loss": 0.0421, "step": 12240 }, { "epoch": 13.73, "learning_rate": 2.3576732673267328e-05, "loss": 0.0482, "step": 12250 }, { "epoch": 13.74, "learning_rate": 2.357102056359482e-05, "loss": 0.0392, "step": 12260 }, { "epoch": 13.76, "learning_rate": 2.356530845392232e-05, "loss": 0.0433, "step": 12270 }, { "epoch": 13.77, "learning_rate": 2.355959634424981e-05, "loss": 0.0388, "step": 12280 }, { "epoch": 13.78, "learning_rate": 2.3553884234577302e-05, "loss": 0.0404, "step": 12290 }, { "epoch": 13.79, "learning_rate": 2.35481721249048e-05, "loss": 0.0622, "step": 12300 }, { "epoch": 13.8, "learning_rate": 2.3542460015232293e-05, "loss": 0.041, "step": 12310 }, { "epoch": 13.81, "learning_rate": 2.3536747905559786e-05, "loss": 0.0384, "step": 12320 }, { "epoch": 13.82, "learning_rate": 2.353103579588728e-05, "loss": 0.0419, "step": 12330 }, { "epoch": 13.83, "learning_rate": 2.3525323686214777e-05, "loss": 0.0377, "step": 12340 }, { "epoch": 13.85, "learning_rate": 2.351961157654227e-05, "loss": 0.0549, "step": 12350 }, { "epoch": 13.86, "learning_rate": 2.3513899466869764e-05, "loss": 0.0381, "step": 12360 }, { "epoch": 13.87, "learning_rate": 2.350818735719726e-05, "loss": 0.0403, "step": 12370 }, { "epoch": 13.88, "learning_rate": 2.3502475247524754e-05, "loss": 0.0406, "step": 12380 }, { "epoch": 13.89, "learning_rate": 2.3496763137852248e-05, "loss": 0.0393, "step": 12390 }, { "epoch": 13.9, "learning_rate": 2.3491051028179745e-05, "loss": 0.0466, "step": 12400 }, { "epoch": 13.91, "learning_rate": 2.3485338918507238e-05, "loss": 0.0379, "step": 12410 }, { "epoch": 13.92, "learning_rate": 2.347962680883473e-05, "loss": 0.0413, "step": 12420 }, { "epoch": 13.93, "learning_rate": 2.3473914699162222e-05, "loss": 0.0413, "step": 12430 }, { "epoch": 13.95, "learning_rate": 2.346820258948972e-05, "loss": 0.0375, "step": 12440 }, { "epoch": 13.96, "learning_rate": 2.3462490479817212e-05, "loss": 0.0562, "step": 12450 }, { "epoch": 13.97, "learning_rate": 2.3456778370144706e-05, "loss": 0.0384, "step": 12460 }, { "epoch": 13.98, "learning_rate": 2.3451066260472203e-05, "loss": 0.0376, "step": 12470 }, { "epoch": 13.99, "learning_rate": 2.3445354150799696e-05, "loss": 0.0374, "step": 12480 }, { "epoch": 14.0, "eval_cer": 1.1540294301641547, "eval_loss": 0.08981550484895706, "eval_runtime": 479.6018, "eval_samples_per_second": 11.099, "eval_steps_per_second": 1.389, "eval_wer": 3.153274212503714, "step": 12488 }, { "epoch": 14.0, "learning_rate": 2.343964204112719e-05, "loss": 0.0504, "step": 12490 }, { "epoch": 14.01, "learning_rate": 2.3433929931454684e-05, "loss": 0.0326, "step": 12500 }, { "epoch": 14.02, "learning_rate": 2.342821782178218e-05, "loss": 0.031, "step": 12510 }, { "epoch": 14.04, "learning_rate": 2.3422505712109674e-05, "loss": 0.0352, "step": 12520 }, { "epoch": 14.05, "learning_rate": 2.3416793602437168e-05, "loss": 0.0335, "step": 12530 }, { "epoch": 14.06, "learning_rate": 2.3411081492764664e-05, "loss": 0.0537, "step": 12540 }, { "epoch": 14.07, "learning_rate": 2.3405369383092155e-05, "loss": 0.0364, "step": 12550 }, { "epoch": 14.08, "learning_rate": 2.3399657273419648e-05, "loss": 0.0368, "step": 12560 }, { "epoch": 14.09, "learning_rate": 2.3393945163747145e-05, "loss": 0.0358, "step": 12570 }, { "epoch": 14.1, "learning_rate": 2.338823305407464e-05, "loss": 0.0361, "step": 12580 }, { "epoch": 14.11, "learning_rate": 2.3382520944402132e-05, "loss": 0.0412, "step": 12590 }, { "epoch": 14.13, "learning_rate": 2.3376808834729626e-05, "loss": 0.0415, "step": 12600 }, { "epoch": 14.14, "learning_rate": 2.3371096725057123e-05, "loss": 0.0372, "step": 12610 }, { "epoch": 14.15, "learning_rate": 2.3365384615384616e-05, "loss": 0.0311, "step": 12620 }, { "epoch": 14.16, "learning_rate": 2.335967250571211e-05, "loss": 0.0335, "step": 12630 }, { "epoch": 14.17, "learning_rate": 2.3353960396039607e-05, "loss": 0.0495, "step": 12640 }, { "epoch": 14.18, "learning_rate": 2.33482482863671e-05, "loss": 0.0414, "step": 12650 }, { "epoch": 14.19, "learning_rate": 2.3342536176694594e-05, "loss": 0.0333, "step": 12660 }, { "epoch": 14.2, "learning_rate": 2.3336824067022087e-05, "loss": 0.0346, "step": 12670 }, { "epoch": 14.22, "learning_rate": 2.333111195734958e-05, "loss": 0.0337, "step": 12680 }, { "epoch": 14.23, "learning_rate": 2.3325399847677074e-05, "loss": 0.0504, "step": 12690 }, { "epoch": 14.24, "learning_rate": 2.3319687738004568e-05, "loss": 0.039, "step": 12700 }, { "epoch": 14.25, "learning_rate": 2.3313975628332065e-05, "loss": 0.0361, "step": 12710 }, { "epoch": 14.26, "learning_rate": 2.330826351865956e-05, "loss": 0.0354, "step": 12720 }, { "epoch": 14.27, "learning_rate": 2.3302551408987052e-05, "loss": 0.0343, "step": 12730 }, { "epoch": 14.28, "learning_rate": 2.329683929931455e-05, "loss": 0.0484, "step": 12740 }, { "epoch": 14.29, "learning_rate": 2.3291127189642042e-05, "loss": 0.0414, "step": 12750 }, { "epoch": 14.3, "learning_rate": 2.3285415079969536e-05, "loss": 0.0387, "step": 12760 }, { "epoch": 14.32, "learning_rate": 2.327970297029703e-05, "loss": 0.0375, "step": 12770 }, { "epoch": 14.33, "learning_rate": 2.3273990860624526e-05, "loss": 0.0342, "step": 12780 }, { "epoch": 14.34, "learning_rate": 2.326827875095202e-05, "loss": 0.0474, "step": 12790 }, { "epoch": 14.35, "learning_rate": 2.3262566641279514e-05, "loss": 0.0366, "step": 12800 }, { "epoch": 14.36, "learning_rate": 2.3256854531607007e-05, "loss": 0.0374, "step": 12810 }, { "epoch": 14.37, "learning_rate": 2.32511424219345e-05, "loss": 0.0367, "step": 12820 }, { "epoch": 14.38, "learning_rate": 2.3245430312261994e-05, "loss": 0.0363, "step": 12830 }, { "epoch": 14.39, "learning_rate": 2.323971820258949e-05, "loss": 0.0489, "step": 12840 }, { "epoch": 14.41, "learning_rate": 2.3234006092916985e-05, "loss": 0.034, "step": 12850 }, { "epoch": 14.42, "learning_rate": 2.3228293983244478e-05, "loss": 0.0364, "step": 12860 }, { "epoch": 14.43, "learning_rate": 2.3222581873571972e-05, "loss": 0.0365, "step": 12870 }, { "epoch": 14.44, "learning_rate": 2.321686976389947e-05, "loss": 0.0354, "step": 12880 }, { "epoch": 14.45, "learning_rate": 2.3211157654226962e-05, "loss": 0.0455, "step": 12890 }, { "epoch": 14.46, "learning_rate": 2.3205445544554456e-05, "loss": 0.0367, "step": 12900 }, { "epoch": 14.47, "learning_rate": 2.3199733434881953e-05, "loss": 0.0327, "step": 12910 }, { "epoch": 14.48, "learning_rate": 2.3194021325209446e-05, "loss": 0.0364, "step": 12920 }, { "epoch": 14.5, "learning_rate": 2.318830921553694e-05, "loss": 0.0339, "step": 12930 }, { "epoch": 14.51, "learning_rate": 2.3182597105864433e-05, "loss": 0.0451, "step": 12940 }, { "epoch": 14.52, "learning_rate": 2.3176884996191927e-05, "loss": 0.0368, "step": 12950 }, { "epoch": 14.53, "learning_rate": 2.317117288651942e-05, "loss": 0.0385, "step": 12960 }, { "epoch": 14.54, "learning_rate": 2.3165460776846914e-05, "loss": 0.034, "step": 12970 }, { "epoch": 14.55, "learning_rate": 2.315974866717441e-05, "loss": 0.0325, "step": 12980 }, { "epoch": 14.56, "learning_rate": 2.3154036557501904e-05, "loss": 0.0464, "step": 12990 }, { "epoch": 14.57, "learning_rate": 2.3148324447829398e-05, "loss": 0.035, "step": 13000 }, { "epoch": 14.59, "learning_rate": 2.3142612338156895e-05, "loss": 0.0354, "step": 13010 }, { "epoch": 14.6, "learning_rate": 2.313690022848439e-05, "loss": 0.0339, "step": 13020 }, { "epoch": 14.61, "learning_rate": 2.3131188118811882e-05, "loss": 0.0331, "step": 13030 }, { "epoch": 14.62, "learning_rate": 2.3125476009139375e-05, "loss": 0.0462, "step": 13040 }, { "epoch": 14.63, "learning_rate": 2.3119763899466872e-05, "loss": 0.0385, "step": 13050 }, { "epoch": 14.64, "learning_rate": 2.3114051789794366e-05, "loss": 0.0368, "step": 13060 }, { "epoch": 14.65, "learning_rate": 2.310833968012186e-05, "loss": 0.0391, "step": 13070 }, { "epoch": 14.66, "learning_rate": 2.3102627570449353e-05, "loss": 0.0373, "step": 13080 }, { "epoch": 14.67, "learning_rate": 2.3096915460776847e-05, "loss": 0.0483, "step": 13090 }, { "epoch": 14.69, "learning_rate": 2.309120335110434e-05, "loss": 0.0389, "step": 13100 }, { "epoch": 14.7, "learning_rate": 2.3085491241431834e-05, "loss": 0.0357, "step": 13110 }, { "epoch": 14.71, "learning_rate": 2.307977913175933e-05, "loss": 0.0351, "step": 13120 }, { "epoch": 14.72, "learning_rate": 2.3074067022086824e-05, "loss": 0.0378, "step": 13130 }, { "epoch": 14.73, "learning_rate": 2.3068354912414318e-05, "loss": 0.0427, "step": 13140 }, { "epoch": 14.74, "learning_rate": 2.3062642802741815e-05, "loss": 0.0394, "step": 13150 }, { "epoch": 14.75, "learning_rate": 2.3056930693069308e-05, "loss": 0.037, "step": 13160 }, { "epoch": 14.76, "learning_rate": 2.3051218583396802e-05, "loss": 0.0338, "step": 13170 }, { "epoch": 14.78, "learning_rate": 2.30455064737243e-05, "loss": 0.038, "step": 13180 }, { "epoch": 14.79, "learning_rate": 2.3039794364051792e-05, "loss": 0.0429, "step": 13190 }, { "epoch": 14.8, "learning_rate": 2.3034082254379286e-05, "loss": 0.0358, "step": 13200 }, { "epoch": 14.81, "learning_rate": 2.3028370144706776e-05, "loss": 0.0326, "step": 13210 }, { "epoch": 14.82, "learning_rate": 2.3022658035034273e-05, "loss": 0.0352, "step": 13220 }, { "epoch": 14.83, "learning_rate": 2.3016945925361766e-05, "loss": 0.0334, "step": 13230 }, { "epoch": 14.84, "learning_rate": 2.301123381568926e-05, "loss": 0.0508, "step": 13240 }, { "epoch": 14.85, "learning_rate": 2.3005521706016757e-05, "loss": 0.0393, "step": 13250 }, { "epoch": 14.87, "learning_rate": 2.299980959634425e-05, "loss": 0.035, "step": 13260 }, { "epoch": 14.88, "learning_rate": 2.2994097486671744e-05, "loss": 0.0323, "step": 13270 }, { "epoch": 14.89, "learning_rate": 2.2988385376999237e-05, "loss": 0.0332, "step": 13280 }, { "epoch": 14.9, "learning_rate": 2.2982673267326734e-05, "loss": 0.0505, "step": 13290 }, { "epoch": 14.91, "learning_rate": 2.2976961157654228e-05, "loss": 0.0376, "step": 13300 }, { "epoch": 14.92, "learning_rate": 2.297124904798172e-05, "loss": 0.0423, "step": 13310 }, { "epoch": 14.93, "learning_rate": 2.296553693830922e-05, "loss": 0.0347, "step": 13320 }, { "epoch": 14.94, "learning_rate": 2.2959824828636712e-05, "loss": 0.0335, "step": 13330 }, { "epoch": 14.96, "learning_rate": 2.2954112718964202e-05, "loss": 0.05, "step": 13340 }, { "epoch": 14.97, "learning_rate": 2.29484006092917e-05, "loss": 0.0392, "step": 13350 }, { "epoch": 14.98, "learning_rate": 2.2942688499619193e-05, "loss": 0.0395, "step": 13360 }, { "epoch": 14.99, "learning_rate": 2.2936976389946686e-05, "loss": 0.0352, "step": 13370 }, { "epoch": 15.0, "learning_rate": 2.293126428027418e-05, "loss": 0.0554, "step": 13380 }, { "epoch": 15.0, "eval_cer": 1.1545259968925132, "eval_loss": 0.0888233408331871, "eval_runtime": 479.4568, "eval_samples_per_second": 11.102, "eval_steps_per_second": 1.389, "eval_wer": 3.1510157722735053, "step": 13380 }, { "epoch": 15.01, "learning_rate": 2.2925552170601677e-05, "loss": 0.0381, "step": 13390 }, { "epoch": 15.02, "learning_rate": 2.291984006092917e-05, "loss": 0.0309, "step": 13400 }, { "epoch": 15.03, "learning_rate": 2.2914127951256664e-05, "loss": 0.032, "step": 13410 }, { "epoch": 15.04, "learning_rate": 2.290841584158416e-05, "loss": 0.0325, "step": 13420 }, { "epoch": 15.06, "learning_rate": 2.2902703731911654e-05, "loss": 0.0456, "step": 13430 }, { "epoch": 15.07, "learning_rate": 2.2896991622239148e-05, "loss": 0.0364, "step": 13440 }, { "epoch": 15.08, "learning_rate": 2.2891279512566645e-05, "loss": 0.0296, "step": 13450 }, { "epoch": 15.09, "learning_rate": 2.2885567402894138e-05, "loss": 0.0328, "step": 13460 }, { "epoch": 15.1, "learning_rate": 2.2879855293221632e-05, "loss": 0.0323, "step": 13470 }, { "epoch": 15.11, "learning_rate": 2.2874143183549122e-05, "loss": 0.0404, "step": 13480 }, { "epoch": 15.12, "learning_rate": 2.286843107387662e-05, "loss": 0.0378, "step": 13490 }, { "epoch": 15.13, "learning_rate": 2.2862718964204112e-05, "loss": 0.0351, "step": 13500 }, { "epoch": 15.15, "learning_rate": 2.2857006854531606e-05, "loss": 0.0333, "step": 13510 }, { "epoch": 15.16, "learning_rate": 2.2851294744859103e-05, "loss": 0.0316, "step": 13520 }, { "epoch": 15.17, "learning_rate": 2.2845582635186596e-05, "loss": 0.0468, "step": 13530 }, { "epoch": 15.18, "learning_rate": 2.283987052551409e-05, "loss": 0.03, "step": 13540 }, { "epoch": 15.19, "learning_rate": 2.2834158415841583e-05, "loss": 0.0357, "step": 13550 }, { "epoch": 15.2, "learning_rate": 2.282844630616908e-05, "loss": 0.0331, "step": 13560 }, { "epoch": 15.21, "learning_rate": 2.2822734196496574e-05, "loss": 0.0295, "step": 13570 }, { "epoch": 15.22, "learning_rate": 2.2817022086824067e-05, "loss": 0.0448, "step": 13580 }, { "epoch": 15.24, "learning_rate": 2.2811309977151564e-05, "loss": 0.0336, "step": 13590 }, { "epoch": 15.25, "learning_rate": 2.2805597867479058e-05, "loss": 0.0314, "step": 13600 }, { "epoch": 15.26, "learning_rate": 2.2799885757806548e-05, "loss": 0.0319, "step": 13610 }, { "epoch": 15.27, "learning_rate": 2.2794173648134045e-05, "loss": 0.0266, "step": 13620 }, { "epoch": 15.28, "learning_rate": 2.278846153846154e-05, "loss": 0.0455, "step": 13630 }, { "epoch": 15.29, "learning_rate": 2.2782749428789032e-05, "loss": 0.0359, "step": 13640 }, { "epoch": 15.3, "learning_rate": 2.2777037319116526e-05, "loss": 0.0333, "step": 13650 }, { "epoch": 15.31, "learning_rate": 2.2771325209444023e-05, "loss": 0.0301, "step": 13660 }, { "epoch": 15.33, "learning_rate": 2.2765613099771516e-05, "loss": 0.0349, "step": 13670 }, { "epoch": 15.34, "learning_rate": 2.275990099009901e-05, "loss": 0.0403, "step": 13680 }, { "epoch": 15.35, "learning_rate": 2.2754188880426507e-05, "loss": 0.0333, "step": 13690 }, { "epoch": 15.36, "learning_rate": 2.2748476770754e-05, "loss": 0.0357, "step": 13700 }, { "epoch": 15.37, "learning_rate": 2.2742764661081494e-05, "loss": 0.0332, "step": 13710 }, { "epoch": 15.38, "learning_rate": 2.2737052551408987e-05, "loss": 0.03, "step": 13720 }, { "epoch": 15.39, "learning_rate": 2.2731340441736484e-05, "loss": 0.0334, "step": 13730 }, { "epoch": 15.4, "learning_rate": 2.2725628332063974e-05, "loss": 0.0353, "step": 13740 }, { "epoch": 15.41, "learning_rate": 2.2719916222391468e-05, "loss": 0.0336, "step": 13750 }, { "epoch": 15.43, "learning_rate": 2.2714204112718965e-05, "loss": 0.0365, "step": 13760 }, { "epoch": 15.44, "learning_rate": 2.270849200304646e-05, "loss": 0.0335, "step": 13770 }, { "epoch": 15.45, "learning_rate": 2.2702779893373952e-05, "loss": 0.0382, "step": 13780 }, { "epoch": 15.46, "learning_rate": 2.269706778370145e-05, "loss": 0.0357, "step": 13790 }, { "epoch": 15.47, "learning_rate": 2.2691355674028942e-05, "loss": 0.0337, "step": 13800 }, { "epoch": 15.48, "learning_rate": 2.2685643564356436e-05, "loss": 0.0309, "step": 13810 }, { "epoch": 15.49, "learning_rate": 2.267993145468393e-05, "loss": 0.0325, "step": 13820 }, { "epoch": 15.5, "learning_rate": 2.2674219345011426e-05, "loss": 0.0519, "step": 13830 }, { "epoch": 15.52, "learning_rate": 2.266850723533892e-05, "loss": 0.0352, "step": 13840 }, { "epoch": 15.53, "learning_rate": 2.2662795125666413e-05, "loss": 0.0338, "step": 13850 }, { "epoch": 15.54, "learning_rate": 2.265708301599391e-05, "loss": 0.0332, "step": 13860 }, { "epoch": 15.55, "learning_rate": 2.26513709063214e-05, "loss": 0.0314, "step": 13870 }, { "epoch": 15.56, "learning_rate": 2.2645658796648894e-05, "loss": 0.048, "step": 13880 }, { "epoch": 15.57, "learning_rate": 2.263994668697639e-05, "loss": 0.0364, "step": 13890 }, { "epoch": 15.58, "learning_rate": 2.2634234577303885e-05, "loss": 0.0331, "step": 13900 }, { "epoch": 15.59, "learning_rate": 2.262909367859863e-05, "loss": 0.0312, "step": 13910 }, { "epoch": 15.61, "learning_rate": 2.2623381568926124e-05, "loss": 0.0313, "step": 13920 }, { "epoch": 15.62, "learning_rate": 2.2617669459253617e-05, "loss": 0.0472, "step": 13930 }, { "epoch": 15.63, "learning_rate": 2.261195734958111e-05, "loss": 0.0343, "step": 13940 }, { "epoch": 15.64, "learning_rate": 2.2606245239908605e-05, "loss": 0.0326, "step": 13950 }, { "epoch": 15.65, "learning_rate": 2.26005331302361e-05, "loss": 0.033, "step": 13960 }, { "epoch": 15.66, "learning_rate": 2.2594821020563595e-05, "loss": 0.0336, "step": 13970 }, { "epoch": 15.67, "learning_rate": 2.258910891089109e-05, "loss": 0.0419, "step": 13980 }, { "epoch": 15.68, "learning_rate": 2.2583396801218586e-05, "loss": 0.0372, "step": 13990 }, { "epoch": 15.7, "learning_rate": 2.257768469154608e-05, "loss": 0.0349, "step": 14000 }, { "epoch": 15.71, "learning_rate": 2.2571972581873573e-05, "loss": 0.0356, "step": 14010 }, { "epoch": 15.72, "learning_rate": 2.256626047220107e-05, "loss": 0.0299, "step": 14020 }, { "epoch": 15.73, "learning_rate": 2.2560548362528563e-05, "loss": 0.0349, "step": 14030 }, { "epoch": 15.74, "learning_rate": 2.2554836252856057e-05, "loss": 0.0356, "step": 14040 }, { "epoch": 15.75, "learning_rate": 2.2549124143183547e-05, "loss": 0.0339, "step": 14050 }, { "epoch": 15.76, "learning_rate": 2.2543412033511044e-05, "loss": 0.0362, "step": 14060 }, { "epoch": 15.77, "learning_rate": 2.2537699923838537e-05, "loss": 0.0328, "step": 14070 }, { "epoch": 15.78, "learning_rate": 2.253198781416603e-05, "loss": 0.0407, "step": 14080 }, { "epoch": 15.8, "learning_rate": 2.2526275704493528e-05, "loss": 0.0366, "step": 14090 }, { "epoch": 15.81, "learning_rate": 2.252056359482102e-05, "loss": 0.0354, "step": 14100 }, { "epoch": 15.82, "learning_rate": 2.2514851485148515e-05, "loss": 0.0325, "step": 14110 }, { "epoch": 15.83, "learning_rate": 2.250913937547601e-05, "loss": 0.0338, "step": 14120 }, { "epoch": 15.84, "learning_rate": 2.2503427265803505e-05, "loss": 0.0394, "step": 14130 }, { "epoch": 15.85, "learning_rate": 2.2497715156131e-05, "loss": 0.0371, "step": 14140 }, { "epoch": 15.86, "learning_rate": 2.2492003046458492e-05, "loss": 0.0298, "step": 14150 }, { "epoch": 15.87, "learning_rate": 2.248629093678599e-05, "loss": 0.0341, "step": 14160 }, { "epoch": 15.89, "learning_rate": 2.2480578827113483e-05, "loss": 0.0283, "step": 14170 }, { "epoch": 15.9, "learning_rate": 2.2474866717440973e-05, "loss": 0.0467, "step": 14180 }, { "epoch": 15.91, "learning_rate": 2.246915460776847e-05, "loss": 0.0329, "step": 14190 }, { "epoch": 15.92, "learning_rate": 2.2463442498095963e-05, "loss": 0.0354, "step": 14200 }, { "epoch": 15.93, "learning_rate": 2.2457730388423457e-05, "loss": 0.0322, "step": 14210 }, { "epoch": 15.94, "learning_rate": 2.245201827875095e-05, "loss": 0.0324, "step": 14220 }, { "epoch": 15.95, "learning_rate": 2.2446306169078447e-05, "loss": 0.0404, "step": 14230 }, { "epoch": 15.96, "learning_rate": 2.244059405940594e-05, "loss": 0.0328, "step": 14240 }, { "epoch": 15.98, "learning_rate": 2.2434881949733435e-05, "loss": 0.0371, "step": 14250 }, { "epoch": 15.99, "learning_rate": 2.242916984006093e-05, "loss": 0.0335, "step": 14260 }, { "epoch": 16.0, "learning_rate": 2.2423457730388425e-05, "loss": 0.0341, "step": 14270 }, { "epoch": 16.0, "eval_cer": 1.1528311728813307, "eval_loss": 0.09186279773712158, "eval_runtime": 496.1516, "eval_samples_per_second": 10.729, "eval_steps_per_second": 1.342, "eval_wer": 3.1496039184858198, "step": 14272 }, { "epoch": 16.01, "learning_rate": 2.241774562071592e-05, "loss": 0.0444, "step": 14280 }, { "epoch": 16.02, "learning_rate": 2.2412033511043412e-05, "loss": 0.0339, "step": 14290 }, { "epoch": 16.03, "learning_rate": 2.240632140137091e-05, "loss": 0.0318, "step": 14300 }, { "epoch": 16.04, "learning_rate": 2.24006092916984e-05, "loss": 0.0329, "step": 14310 }, { "epoch": 16.05, "learning_rate": 2.2394897182025893e-05, "loss": 0.036, "step": 14320 }, { "epoch": 16.07, "learning_rate": 2.238918507235339e-05, "loss": 0.038, "step": 14330 }, { "epoch": 16.08, "learning_rate": 2.2383472962680883e-05, "loss": 0.0284, "step": 14340 }, { "epoch": 16.09, "learning_rate": 2.2377760853008377e-05, "loss": 0.0298, "step": 14350 }, { "epoch": 16.1, "learning_rate": 2.2372048743335874e-05, "loss": 0.0279, "step": 14360 }, { "epoch": 16.11, "learning_rate": 2.2366336633663367e-05, "loss": 0.0322, "step": 14370 }, { "epoch": 16.12, "learning_rate": 2.236062452399086e-05, "loss": 0.0353, "step": 14380 }, { "epoch": 16.13, "learning_rate": 2.2354912414318354e-05, "loss": 0.0315, "step": 14390 }, { "epoch": 16.14, "learning_rate": 2.234920030464585e-05, "loss": 0.0321, "step": 14400 }, { "epoch": 16.15, "learning_rate": 2.2343488194973345e-05, "loss": 0.0304, "step": 14410 }, { "epoch": 16.17, "learning_rate": 2.233777608530084e-05, "loss": 0.033, "step": 14420 }, { "epoch": 16.18, "learning_rate": 2.2332063975628335e-05, "loss": 0.0365, "step": 14430 }, { "epoch": 16.19, "learning_rate": 2.232635186595583e-05, "loss": 0.0334, "step": 14440 }, { "epoch": 16.2, "learning_rate": 2.232063975628332e-05, "loss": 0.0317, "step": 14450 }, { "epoch": 16.21, "learning_rate": 2.2314927646610816e-05, "loss": 0.0292, "step": 14460 }, { "epoch": 16.22, "learning_rate": 2.230921553693831e-05, "loss": 0.0327, "step": 14470 }, { "epoch": 16.23, "learning_rate": 2.2303503427265803e-05, "loss": 0.041, "step": 14480 }, { "epoch": 16.24, "learning_rate": 2.2297791317593297e-05, "loss": 0.0314, "step": 14490 }, { "epoch": 16.26, "learning_rate": 2.2292079207920793e-05, "loss": 0.028, "step": 14500 }, { "epoch": 16.27, "learning_rate": 2.2286367098248287e-05, "loss": 0.0285, "step": 14510 }, { "epoch": 16.28, "learning_rate": 2.228065498857578e-05, "loss": 0.0289, "step": 14520 }, { "epoch": 16.29, "learning_rate": 2.2274942878903277e-05, "loss": 0.0389, "step": 14530 }, { "epoch": 16.3, "learning_rate": 2.226923076923077e-05, "loss": 0.0295, "step": 14540 }, { "epoch": 16.31, "learning_rate": 2.2263518659558265e-05, "loss": 0.0289, "step": 14550 }, { "epoch": 16.32, "learning_rate": 2.2257806549885758e-05, "loss": 0.0274, "step": 14560 }, { "epoch": 16.33, "learning_rate": 2.2252094440213255e-05, "loss": 0.0304, "step": 14570 }, { "epoch": 16.35, "learning_rate": 2.2246382330540745e-05, "loss": 0.037, "step": 14580 }, { "epoch": 16.36, "learning_rate": 2.224067022086824e-05, "loss": 0.0281, "step": 14590 }, { "epoch": 16.37, "learning_rate": 2.2234958111195736e-05, "loss": 0.0306, "step": 14600 }, { "epoch": 16.38, "learning_rate": 2.222924600152323e-05, "loss": 0.0284, "step": 14610 }, { "epoch": 16.39, "learning_rate": 2.2223533891850723e-05, "loss": 0.0302, "step": 14620 }, { "epoch": 16.4, "learning_rate": 2.221782178217822e-05, "loss": 0.0374, "step": 14630 }, { "epoch": 16.41, "learning_rate": 2.2212109672505713e-05, "loss": 0.0295, "step": 14640 }, { "epoch": 16.42, "learning_rate": 2.2206397562833207e-05, "loss": 0.0287, "step": 14650 }, { "epoch": 16.43, "learning_rate": 2.22006854531607e-05, "loss": 0.028, "step": 14660 }, { "epoch": 16.45, "learning_rate": 2.2194973343488197e-05, "loss": 0.0317, "step": 14670 }, { "epoch": 16.46, "learning_rate": 2.218926123381569e-05, "loss": 0.0391, "step": 14680 }, { "epoch": 16.47, "learning_rate": 2.2183549124143184e-05, "loss": 0.0325, "step": 14690 }, { "epoch": 16.48, "learning_rate": 2.217783701447068e-05, "loss": 0.0302, "step": 14700 }, { "epoch": 16.49, "learning_rate": 2.217212490479817e-05, "loss": 0.0327, "step": 14710 }, { "epoch": 16.5, "learning_rate": 2.2166412795125665e-05, "loss": 0.0298, "step": 14720 }, { "epoch": 16.51, "learning_rate": 2.216070068545316e-05, "loss": 0.0431, "step": 14730 }, { "epoch": 16.52, "learning_rate": 2.2154988575780655e-05, "loss": 0.0307, "step": 14740 }, { "epoch": 16.54, "learning_rate": 2.214927646610815e-05, "loss": 0.0278, "step": 14750 }, { "epoch": 16.55, "learning_rate": 2.2143564356435643e-05, "loss": 0.0309, "step": 14760 }, { "epoch": 16.56, "learning_rate": 2.213785224676314e-05, "loss": 0.0377, "step": 14770 }, { "epoch": 16.57, "learning_rate": 2.2132140137090633e-05, "loss": 0.044, "step": 14780 }, { "epoch": 16.58, "learning_rate": 2.2126428027418127e-05, "loss": 0.0319, "step": 14790 }, { "epoch": 16.59, "learning_rate": 2.2120715917745623e-05, "loss": 0.0297, "step": 14800 }, { "epoch": 16.6, "learning_rate": 2.2115003808073117e-05, "loss": 0.0319, "step": 14810 }, { "epoch": 16.61, "learning_rate": 2.210929169840061e-05, "loss": 0.0412, "step": 14820 }, { "epoch": 16.63, "learning_rate": 2.2103579588728104e-05, "loss": 0.0416, "step": 14830 }, { "epoch": 16.64, "learning_rate": 2.2097867479055598e-05, "loss": 0.032, "step": 14840 }, { "epoch": 16.65, "learning_rate": 2.209215536938309e-05, "loss": 0.0318, "step": 14850 }, { "epoch": 16.66, "learning_rate": 2.2086443259710585e-05, "loss": 0.0281, "step": 14860 }, { "epoch": 16.67, "learning_rate": 2.208073115003808e-05, "loss": 0.0314, "step": 14870 }, { "epoch": 16.68, "learning_rate": 2.2075019040365575e-05, "loss": 0.0373, "step": 14880 }, { "epoch": 16.69, "learning_rate": 2.206930693069307e-05, "loss": 0.0322, "step": 14890 }, { "epoch": 16.7, "learning_rate": 2.2063594821020566e-05, "loss": 0.0318, "step": 14900 }, { "epoch": 16.72, "learning_rate": 2.205788271134806e-05, "loss": 0.0312, "step": 14910 }, { "epoch": 16.73, "learning_rate": 2.2052170601675553e-05, "loss": 0.033, "step": 14920 }, { "epoch": 16.74, "learning_rate": 2.2046458492003046e-05, "loss": 0.0364, "step": 14930 }, { "epoch": 16.75, "learning_rate": 2.2040746382330543e-05, "loss": 0.0307, "step": 14940 }, { "epoch": 16.76, "learning_rate": 2.2035034272658037e-05, "loss": 0.0309, "step": 14950 }, { "epoch": 16.77, "learning_rate": 2.202932216298553e-05, "loss": 0.0255, "step": 14960 }, { "epoch": 16.78, "learning_rate": 2.2023610053313027e-05, "loss": 0.0313, "step": 14970 }, { "epoch": 16.79, "learning_rate": 2.2017897943640517e-05, "loss": 0.0411, "step": 14980 }, { "epoch": 16.8, "learning_rate": 2.201218583396801e-05, "loss": 0.0307, "step": 14990 }, { "epoch": 16.82, "learning_rate": 2.2006473724295504e-05, "loss": 0.0286, "step": 15000 }, { "epoch": 16.83, "learning_rate": 2.2000761614623e-05, "loss": 0.0294, "step": 15010 }, { "epoch": 16.84, "learning_rate": 2.1995049504950495e-05, "loss": 0.0352, "step": 15020 }, { "epoch": 16.85, "learning_rate": 2.198933739527799e-05, "loss": 0.0375, "step": 15030 }, { "epoch": 16.86, "learning_rate": 2.1983625285605485e-05, "loss": 0.0292, "step": 15040 }, { "epoch": 16.87, "learning_rate": 2.197791317593298e-05, "loss": 0.0278, "step": 15050 }, { "epoch": 16.88, "learning_rate": 2.1972201066260473e-05, "loss": 0.0293, "step": 15060 }, { "epoch": 16.89, "learning_rate": 2.196648895658797e-05, "loss": 0.0351, "step": 15070 }, { "epoch": 16.91, "learning_rate": 2.1960776846915463e-05, "loss": 0.0391, "step": 15080 }, { "epoch": 16.92, "learning_rate": 2.1955064737242957e-05, "loss": 0.0264, "step": 15090 }, { "epoch": 16.93, "learning_rate": 2.194935262757045e-05, "loss": 0.0329, "step": 15100 }, { "epoch": 16.94, "learning_rate": 2.1943640517897944e-05, "loss": 0.0293, "step": 15110 }, { "epoch": 16.95, "learning_rate": 2.1937928408225437e-05, "loss": 0.0289, "step": 15120 }, { "epoch": 16.96, "learning_rate": 2.193221629855293e-05, "loss": 0.0363, "step": 15130 }, { "epoch": 16.97, "learning_rate": 2.1926504188880428e-05, "loss": 0.0298, "step": 15140 }, { "epoch": 16.98, "learning_rate": 2.192079207920792e-05, "loss": 0.0288, "step": 15150 }, { "epoch": 17.0, "learning_rate": 2.1915079969535415e-05, "loss": 0.0274, "step": 15160 }, { "epoch": 17.0, "eval_cer": 1.156931793079252, "eval_loss": 0.09139201790094376, "eval_runtime": 484.2077, "eval_samples_per_second": 10.993, "eval_steps_per_second": 1.375, "eval_wer": 3.149277903830935, "step": 15164 }, { "epoch": 17.01, "learning_rate": 2.1909367859862908e-05, "loss": 0.0459, "step": 15170 }, { "epoch": 17.02, "learning_rate": 2.1903655750190405e-05, "loss": 0.0313, "step": 15180 }, { "epoch": 17.03, "learning_rate": 2.18979436405179e-05, "loss": 0.0311, "step": 15190 }, { "epoch": 17.04, "learning_rate": 2.1892231530845392e-05, "loss": 0.0285, "step": 15200 }, { "epoch": 17.05, "learning_rate": 2.188651942117289e-05, "loss": 0.0285, "step": 15210 }, { "epoch": 17.06, "learning_rate": 2.1880807311500383e-05, "loss": 0.0377, "step": 15220 }, { "epoch": 17.07, "learning_rate": 2.1875095201827876e-05, "loss": 0.0272, "step": 15230 }, { "epoch": 17.09, "learning_rate": 2.186938309215537e-05, "loss": 0.0254, "step": 15240 }, { "epoch": 17.1, "learning_rate": 2.1863670982482863e-05, "loss": 0.0297, "step": 15250 }, { "epoch": 17.11, "learning_rate": 2.1857958872810357e-05, "loss": 0.024, "step": 15260 }, { "epoch": 17.12, "learning_rate": 2.185224676313785e-05, "loss": 0.0317, "step": 15270 }, { "epoch": 17.13, "learning_rate": 2.1846534653465347e-05, "loss": 0.0312, "step": 15280 }, { "epoch": 17.14, "learning_rate": 2.184082254379284e-05, "loss": 0.0261, "step": 15290 }, { "epoch": 17.15, "learning_rate": 2.1835110434120334e-05, "loss": 0.0297, "step": 15300 }, { "epoch": 17.16, "learning_rate": 2.182939832444783e-05, "loss": 0.0273, "step": 15310 }, { "epoch": 17.17, "learning_rate": 2.1823686214775325e-05, "loss": 0.0373, "step": 15320 }, { "epoch": 17.19, "learning_rate": 2.181797410510282e-05, "loss": 0.0278, "step": 15330 }, { "epoch": 17.2, "learning_rate": 2.1812261995430315e-05, "loss": 0.0267, "step": 15340 }, { "epoch": 17.21, "learning_rate": 2.180654988575781e-05, "loss": 0.0261, "step": 15350 }, { "epoch": 17.22, "learning_rate": 2.1800837776085303e-05, "loss": 0.0262, "step": 15360 }, { "epoch": 17.23, "learning_rate": 2.1795125666412793e-05, "loss": 0.0395, "step": 15370 }, { "epoch": 17.24, "learning_rate": 2.178941355674029e-05, "loss": 0.0296, "step": 15380 }, { "epoch": 17.25, "learning_rate": 2.1783701447067783e-05, "loss": 0.03, "step": 15390 }, { "epoch": 17.26, "learning_rate": 2.1777989337395277e-05, "loss": 0.0282, "step": 15400 }, { "epoch": 17.28, "learning_rate": 2.1772277227722774e-05, "loss": 0.0267, "step": 15410 }, { "epoch": 17.29, "learning_rate": 2.1766565118050267e-05, "loss": 0.0371, "step": 15420 }, { "epoch": 17.3, "learning_rate": 2.176085300837776e-05, "loss": 0.0263, "step": 15430 }, { "epoch": 17.31, "learning_rate": 2.1755140898705254e-05, "loss": 0.0269, "step": 15440 }, { "epoch": 17.32, "learning_rate": 2.174942878903275e-05, "loss": 0.0252, "step": 15450 }, { "epoch": 17.33, "learning_rate": 2.1743716679360245e-05, "loss": 0.0269, "step": 15460 }, { "epoch": 17.34, "learning_rate": 2.173857578065499e-05, "loss": 0.0351, "step": 15470 }, { "epoch": 17.35, "learning_rate": 2.1732863670982484e-05, "loss": 0.029, "step": 15480 }, { "epoch": 17.37, "learning_rate": 2.1727151561309978e-05, "loss": 0.0273, "step": 15490 }, { "epoch": 17.38, "learning_rate": 2.172143945163747e-05, "loss": 0.0273, "step": 15500 }, { "epoch": 17.39, "learning_rate": 2.1715727341964968e-05, "loss": 0.0288, "step": 15510 }, { "epoch": 17.4, "learning_rate": 2.1710015232292462e-05, "loss": 0.0394, "step": 15520 }, { "epoch": 17.41, "learning_rate": 2.1704303122619955e-05, "loss": 0.0308, "step": 15530 }, { "epoch": 17.42, "learning_rate": 2.1698591012947452e-05, "loss": 0.0304, "step": 15540 }, { "epoch": 17.43, "learning_rate": 2.1692878903274942e-05, "loss": 0.0263, "step": 15550 }, { "epoch": 17.44, "learning_rate": 2.1687166793602436e-05, "loss": 0.0279, "step": 15560 }, { "epoch": 17.46, "learning_rate": 2.168145468392993e-05, "loss": 0.0391, "step": 15570 }, { "epoch": 17.47, "learning_rate": 2.1675742574257426e-05, "loss": 0.0326, "step": 15580 }, { "epoch": 17.48, "learning_rate": 2.167003046458492e-05, "loss": 0.0277, "step": 15590 }, { "epoch": 17.49, "learning_rate": 2.1664318354912413e-05, "loss": 0.0269, "step": 15600 }, { "epoch": 17.5, "learning_rate": 2.165860624523991e-05, "loss": 0.025, "step": 15610 }, { "epoch": 17.51, "learning_rate": 2.1652894135567404e-05, "loss": 0.0388, "step": 15620 }, { "epoch": 17.52, "learning_rate": 2.1647182025894897e-05, "loss": 0.0283, "step": 15630 }, { "epoch": 17.53, "learning_rate": 2.1641469916222394e-05, "loss": 0.0303, "step": 15640 }, { "epoch": 17.54, "learning_rate": 2.1635757806549888e-05, "loss": 0.0256, "step": 15650 }, { "epoch": 17.56, "learning_rate": 2.163004569687738e-05, "loss": 0.0251, "step": 15660 }, { "epoch": 17.57, "learning_rate": 2.1624333587204875e-05, "loss": 0.0345, "step": 15670 }, { "epoch": 17.58, "learning_rate": 2.161862147753237e-05, "loss": 0.0308, "step": 15680 }, { "epoch": 17.59, "learning_rate": 2.1612909367859862e-05, "loss": 0.0301, "step": 15690 }, { "epoch": 17.6, "learning_rate": 2.1607197258187356e-05, "loss": 0.029, "step": 15700 }, { "epoch": 17.61, "learning_rate": 2.1601485148514853e-05, "loss": 0.0275, "step": 15710 }, { "epoch": 17.62, "learning_rate": 2.1595773038842346e-05, "loss": 0.0394, "step": 15720 }, { "epoch": 17.63, "learning_rate": 2.159006092916984e-05, "loss": 0.0296, "step": 15730 }, { "epoch": 17.65, "learning_rate": 2.1584348819497333e-05, "loss": 0.0289, "step": 15740 }, { "epoch": 17.66, "learning_rate": 2.157863670982483e-05, "loss": 0.0262, "step": 15750 }, { "epoch": 17.67, "learning_rate": 2.1572924600152324e-05, "loss": 0.0243, "step": 15760 }, { "epoch": 17.68, "learning_rate": 2.1567212490479817e-05, "loss": 0.0365, "step": 15770 }, { "epoch": 17.69, "learning_rate": 2.1561500380807314e-05, "loss": 0.03, "step": 15780 }, { "epoch": 17.7, "learning_rate": 2.1555788271134808e-05, "loss": 0.0264, "step": 15790 }, { "epoch": 17.71, "learning_rate": 2.15500761614623e-05, "loss": 0.0291, "step": 15800 }, { "epoch": 17.72, "learning_rate": 2.1544364051789795e-05, "loss": 0.0262, "step": 15810 }, { "epoch": 17.74, "learning_rate": 2.153865194211729e-05, "loss": 0.0418, "step": 15820 }, { "epoch": 17.75, "learning_rate": 2.1532939832444782e-05, "loss": 0.029, "step": 15830 }, { "epoch": 17.76, "learning_rate": 2.1527227722772275e-05, "loss": 0.0291, "step": 15840 }, { "epoch": 17.77, "learning_rate": 2.1521515613099772e-05, "loss": 0.028, "step": 15850 }, { "epoch": 17.78, "learning_rate": 2.1515803503427266e-05, "loss": 0.0253, "step": 15860 }, { "epoch": 17.79, "learning_rate": 2.151009139375476e-05, "loss": 0.0378, "step": 15870 }, { "epoch": 17.8, "learning_rate": 2.1504379284082256e-05, "loss": 0.0275, "step": 15880 }, { "epoch": 17.81, "learning_rate": 2.149866717440975e-05, "loss": 0.0295, "step": 15890 }, { "epoch": 17.83, "learning_rate": 2.1492955064737243e-05, "loss": 0.0252, "step": 15900 }, { "epoch": 17.84, "learning_rate": 2.148724295506474e-05, "loss": 0.0276, "step": 15910 }, { "epoch": 17.85, "learning_rate": 2.1481530845392234e-05, "loss": 0.0463, "step": 15920 }, { "epoch": 17.86, "learning_rate": 2.1475818735719727e-05, "loss": 0.0283, "step": 15930 }, { "epoch": 17.87, "learning_rate": 2.147010662604722e-05, "loss": 0.0276, "step": 15940 }, { "epoch": 17.88, "learning_rate": 2.1464394516374715e-05, "loss": 0.029, "step": 15950 }, { "epoch": 17.89, "learning_rate": 2.1458682406702208e-05, "loss": 0.0274, "step": 15960 }, { "epoch": 17.9, "learning_rate": 2.14529702970297e-05, "loss": 0.0397, "step": 15970 }, { "epoch": 17.91, "learning_rate": 2.14472581873572e-05, "loss": 0.0308, "step": 15980 }, { "epoch": 17.93, "learning_rate": 2.1441546077684692e-05, "loss": 0.0261, "step": 15990 }, { "epoch": 17.94, "learning_rate": 2.1435833968012186e-05, "loss": 0.028, "step": 16000 }, { "epoch": 17.95, "learning_rate": 2.143012185833968e-05, "loss": 0.0296, "step": 16010 }, { "epoch": 17.96, "learning_rate": 2.1424409748667176e-05, "loss": 0.0411, "step": 16020 }, { "epoch": 17.97, "learning_rate": 2.141869763899467e-05, "loss": 0.027, "step": 16030 }, { "epoch": 17.98, "learning_rate": 2.1412985529322163e-05, "loss": 0.0256, "step": 16040 }, { "epoch": 17.99, "learning_rate": 2.140727341964966e-05, "loss": 0.0267, "step": 16050 }, { "epoch": 18.0, "eval_cer": 1.1627782862043554, "eval_loss": 0.09293551743030548, "eval_runtime": 480.09, "eval_samples_per_second": 11.088, "eval_steps_per_second": 1.387, "eval_wer": 3.1501402651761135, "step": 16056 }, { "epoch": 18.0, "learning_rate": 2.1401561309977154e-05, "loss": 0.0324, "step": 16060 }, { "epoch": 18.02, "learning_rate": 2.1395849200304647e-05, "loss": 0.0272, "step": 16070 }, { "epoch": 18.03, "learning_rate": 2.139013709063214e-05, "loss": 0.0297, "step": 16080 }, { "epoch": 18.04, "learning_rate": 2.1384424980959634e-05, "loss": 0.0274, "step": 16090 }, { "epoch": 18.05, "learning_rate": 2.1378712871287128e-05, "loss": 0.0247, "step": 16100 }, { "epoch": 18.06, "learning_rate": 2.137300076161462e-05, "loss": 0.0383, "step": 16110 }, { "epoch": 18.07, "learning_rate": 2.136728865194212e-05, "loss": 0.0301, "step": 16120 }, { "epoch": 18.08, "learning_rate": 2.1361576542269612e-05, "loss": 0.025, "step": 16130 }, { "epoch": 18.09, "learning_rate": 2.1355864432597105e-05, "loss": 0.0255, "step": 16140 }, { "epoch": 18.11, "learning_rate": 2.1350152322924602e-05, "loss": 0.0281, "step": 16150 }, { "epoch": 18.12, "learning_rate": 2.1344440213252096e-05, "loss": 0.0325, "step": 16160 }, { "epoch": 18.13, "learning_rate": 2.133872810357959e-05, "loss": 0.0264, "step": 16170 }, { "epoch": 18.14, "learning_rate": 2.1333015993907083e-05, "loss": 0.0241, "step": 16180 }, { "epoch": 18.15, "learning_rate": 2.132730388423458e-05, "loss": 0.0261, "step": 16190 }, { "epoch": 18.16, "learning_rate": 2.1321591774562073e-05, "loss": 0.026, "step": 16200 }, { "epoch": 18.17, "learning_rate": 2.1315879664889564e-05, "loss": 0.0385, "step": 16210 }, { "epoch": 18.18, "learning_rate": 2.131016755521706e-05, "loss": 0.0284, "step": 16220 }, { "epoch": 18.2, "learning_rate": 2.1304455445544554e-05, "loss": 0.0295, "step": 16230 }, { "epoch": 18.21, "learning_rate": 2.1298743335872048e-05, "loss": 0.0252, "step": 16240 }, { "epoch": 18.22, "learning_rate": 2.1293031226199545e-05, "loss": 0.028, "step": 16250 }, { "epoch": 18.23, "learning_rate": 2.1287319116527038e-05, "loss": 0.0375, "step": 16260 }, { "epoch": 18.24, "learning_rate": 2.128160700685453e-05, "loss": 0.0269, "step": 16270 }, { "epoch": 18.25, "learning_rate": 2.1275894897182025e-05, "loss": 0.0273, "step": 16280 }, { "epoch": 18.26, "learning_rate": 2.1270182787509522e-05, "loss": 0.0227, "step": 16290 }, { "epoch": 18.27, "learning_rate": 2.1264470677837016e-05, "loss": 0.0247, "step": 16300 }, { "epoch": 18.28, "learning_rate": 2.125875856816451e-05, "loss": 0.0359, "step": 16310 }, { "epoch": 18.3, "learning_rate": 2.1253046458492006e-05, "loss": 0.0269, "step": 16320 }, { "epoch": 18.31, "learning_rate": 2.12473343488195e-05, "loss": 0.0258, "step": 16330 }, { "epoch": 18.32, "learning_rate": 2.124162223914699e-05, "loss": 0.0257, "step": 16340 }, { "epoch": 18.33, "learning_rate": 2.1235910129474487e-05, "loss": 0.0237, "step": 16350 }, { "epoch": 18.34, "learning_rate": 2.123019801980198e-05, "loss": 0.042, "step": 16360 }, { "epoch": 18.35, "learning_rate": 2.1224485910129474e-05, "loss": 0.0261, "step": 16370 }, { "epoch": 18.36, "learning_rate": 2.1218773800456967e-05, "loss": 0.0254, "step": 16380 }, { "epoch": 18.37, "learning_rate": 2.1213061690784464e-05, "loss": 0.0265, "step": 16390 }, { "epoch": 18.39, "learning_rate": 2.1207349581111958e-05, "loss": 0.0272, "step": 16400 }, { "epoch": 18.4, "learning_rate": 2.120163747143945e-05, "loss": 0.0323, "step": 16410 }, { "epoch": 18.41, "learning_rate": 2.1195925361766948e-05, "loss": 0.0266, "step": 16420 }, { "epoch": 18.42, "learning_rate": 2.1190213252094442e-05, "loss": 0.0266, "step": 16430 }, { "epoch": 18.43, "learning_rate": 2.1184501142421935e-05, "loss": 0.0266, "step": 16440 }, { "epoch": 18.44, "learning_rate": 2.117878903274943e-05, "loss": 0.0235, "step": 16450 }, { "epoch": 18.45, "learning_rate": 2.1173076923076926e-05, "loss": 0.0348, "step": 16460 }, { "epoch": 18.46, "learning_rate": 2.116736481340442e-05, "loss": 0.0246, "step": 16470 }, { "epoch": 18.48, "learning_rate": 2.116165270373191e-05, "loss": 0.0273, "step": 16480 }, { "epoch": 18.49, "learning_rate": 2.1155940594059406e-05, "loss": 0.0275, "step": 16490 }, { "epoch": 18.5, "learning_rate": 2.11502284843869e-05, "loss": 0.0251, "step": 16500 }, { "epoch": 18.51, "learning_rate": 2.1144516374714394e-05, "loss": 0.0359, "step": 16510 }, { "epoch": 18.52, "learning_rate": 2.113880426504189e-05, "loss": 0.0254, "step": 16520 }, { "epoch": 18.53, "learning_rate": 2.1133092155369384e-05, "loss": 0.0272, "step": 16530 }, { "epoch": 18.54, "learning_rate": 2.1127380045696878e-05, "loss": 0.0255, "step": 16540 }, { "epoch": 18.55, "learning_rate": 2.112166793602437e-05, "loss": 0.0257, "step": 16550 }, { "epoch": 18.57, "learning_rate": 2.1115955826351868e-05, "loss": 0.0346, "step": 16560 }, { "epoch": 18.58, "learning_rate": 2.111024371667936e-05, "loss": 0.0272, "step": 16570 }, { "epoch": 18.59, "learning_rate": 2.1104531607006855e-05, "loss": 0.0266, "step": 16580 }, { "epoch": 18.6, "learning_rate": 2.1098819497334352e-05, "loss": 0.0272, "step": 16590 }, { "epoch": 18.61, "learning_rate": 2.1093107387661846e-05, "loss": 0.026, "step": 16600 }, { "epoch": 18.62, "learning_rate": 2.1087395277989336e-05, "loss": 0.0339, "step": 16610 }, { "epoch": 18.63, "learning_rate": 2.108168316831683e-05, "loss": 0.0269, "step": 16620 }, { "epoch": 18.64, "learning_rate": 2.1075971058644326e-05, "loss": 0.0281, "step": 16630 }, { "epoch": 18.65, "learning_rate": 2.107025894897182e-05, "loss": 0.027, "step": 16640 }, { "epoch": 18.67, "learning_rate": 2.1064546839299313e-05, "loss": 0.024, "step": 16650 }, { "epoch": 18.68, "learning_rate": 2.105883472962681e-05, "loss": 0.034, "step": 16660 }, { "epoch": 18.69, "learning_rate": 2.1053122619954304e-05, "loss": 0.0271, "step": 16670 }, { "epoch": 18.7, "learning_rate": 2.1047410510281797e-05, "loss": 0.0287, "step": 16680 }, { "epoch": 18.71, "learning_rate": 2.1041698400609294e-05, "loss": 0.025, "step": 16690 }, { "epoch": 18.72, "learning_rate": 2.1035986290936788e-05, "loss": 0.0243, "step": 16700 }, { "epoch": 18.73, "learning_rate": 2.103027418126428e-05, "loss": 0.0293, "step": 16710 }, { "epoch": 18.74, "learning_rate": 2.1024562071591775e-05, "loss": 0.027, "step": 16720 }, { "epoch": 18.76, "learning_rate": 2.1018849961919272e-05, "loss": 0.0258, "step": 16730 }, { "epoch": 18.77, "learning_rate": 2.1013137852246762e-05, "loss": 0.0237, "step": 16740 }, { "epoch": 18.78, "learning_rate": 2.1007425742574256e-05, "loss": 0.0214, "step": 16750 }, { "epoch": 18.79, "learning_rate": 2.1001713632901752e-05, "loss": 0.0356, "step": 16760 }, { "epoch": 18.8, "learning_rate": 2.0996001523229246e-05, "loss": 0.0277, "step": 16770 }, { "epoch": 18.81, "learning_rate": 2.099028941355674e-05, "loss": 0.0272, "step": 16780 }, { "epoch": 18.82, "learning_rate": 2.0984577303884233e-05, "loss": 0.023, "step": 16790 }, { "epoch": 18.83, "learning_rate": 2.097886519421173e-05, "loss": 0.0253, "step": 16800 }, { "epoch": 18.85, "learning_rate": 2.0973153084539224e-05, "loss": 0.0326, "step": 16810 }, { "epoch": 18.86, "learning_rate": 2.0967440974866717e-05, "loss": 0.03, "step": 16820 }, { "epoch": 18.87, "learning_rate": 2.0961728865194214e-05, "loss": 0.0236, "step": 16830 }, { "epoch": 18.88, "learning_rate": 2.0956016755521708e-05, "loss": 0.0207, "step": 16840 }, { "epoch": 18.89, "learning_rate": 2.09503046458492e-05, "loss": 0.0253, "step": 16850 }, { "epoch": 18.9, "learning_rate": 2.0944592536176698e-05, "loss": 0.0348, "step": 16860 }, { "epoch": 18.91, "learning_rate": 2.0938880426504188e-05, "loss": 0.0281, "step": 16870 }, { "epoch": 18.92, "learning_rate": 2.0933168316831682e-05, "loss": 0.0248, "step": 16880 }, { "epoch": 18.93, "learning_rate": 2.0927456207159175e-05, "loss": 0.0298, "step": 16890 }, { "epoch": 18.95, "learning_rate": 2.0921744097486672e-05, "loss": 0.0229, "step": 16900 }, { "epoch": 18.96, "learning_rate": 2.0916031987814166e-05, "loss": 0.0364, "step": 16910 }, { "epoch": 18.97, "learning_rate": 2.091031987814166e-05, "loss": 0.0276, "step": 16920 }, { "epoch": 18.98, "learning_rate": 2.0904607768469156e-05, "loss": 0.0304, "step": 16930 }, { "epoch": 18.99, "learning_rate": 2.089889565879665e-05, "loss": 0.0277, "step": 16940 }, { "epoch": 19.0, "eval_cer": 1.1607502519960127, "eval_loss": 0.0943588986992836, "eval_runtime": 475.7712, "eval_samples_per_second": 11.188, "eval_steps_per_second": 1.4, "eval_wer": 3.1508553940965056, "step": 16948 } ], "max_steps": 53520, "num_train_epochs": 60, "total_flos": 6.257282321655395e+19, "trial_name": null, "trial_params": null }