{ "best_metric": 0.5577101707458496, "best_model_checkpoint": "ai-light-dance_singing3_ft_wav2vec2-large-xlsr-53-v1/checkpoint-13536", "epoch": 49.9974025974026, "global_step": 14400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 1.6e-08, "loss": 0.5118, "step": 10 }, { "epoch": 0.07, "learning_rate": 3.2e-08, "loss": 0.5028, "step": 20 }, { "epoch": 0.1, "learning_rate": 4.639999999999999e-08, "loss": 0.4975, "step": 30 }, { "epoch": 0.14, "learning_rate": 6.239999999999999e-08, "loss": 0.5018, "step": 40 }, { "epoch": 0.17, "learning_rate": 7.839999999999999e-08, "loss": 0.5586, "step": 50 }, { "epoch": 0.21, "learning_rate": 9.44e-08, "loss": 0.4638, "step": 60 }, { "epoch": 0.24, "learning_rate": 1.104e-07, "loss": 0.4929, "step": 70 }, { "epoch": 0.28, "learning_rate": 1.264e-07, "loss": 0.4867, "step": 80 }, { "epoch": 0.31, "learning_rate": 1.424e-07, "loss": 0.5007, "step": 90 }, { "epoch": 0.35, "learning_rate": 1.5840000000000002e-07, "loss": 0.5239, "step": 100 }, { "epoch": 0.38, "learning_rate": 1.744e-07, "loss": 0.4796, "step": 110 }, { "epoch": 0.42, "learning_rate": 1.904e-07, "loss": 0.4702, "step": 120 }, { "epoch": 0.45, "learning_rate": 2.064e-07, "loss": 0.5091, "step": 130 }, { "epoch": 0.48, "learning_rate": 2.2239999999999998e-07, "loss": 0.4932, "step": 140 }, { "epoch": 0.52, "learning_rate": 2.384e-07, "loss": 0.4892, "step": 150 }, { "epoch": 0.55, "learning_rate": 2.544e-07, "loss": 0.4815, "step": 160 }, { "epoch": 0.59, "learning_rate": 2.704e-07, "loss": 0.5209, "step": 170 }, { "epoch": 0.62, "learning_rate": 2.8639999999999997e-07, "loss": 0.4332, "step": 180 }, { "epoch": 0.66, "learning_rate": 3.024e-07, "loss": 0.4571, "step": 190 }, { "epoch": 0.69, "learning_rate": 3.184e-07, "loss": 0.4908, "step": 200 }, { "epoch": 0.73, "learning_rate": 3.344e-07, "loss": 0.4846, "step": 210 }, { "epoch": 0.76, "learning_rate": 3.488e-07, "loss": 0.4669, "step": 220 }, { "epoch": 0.8, "learning_rate": 3.648e-07, "loss": 0.4448, "step": 230 }, { "epoch": 0.83, "learning_rate": 3.808e-07, "loss": 0.4909, "step": 240 }, { "epoch": 0.87, "learning_rate": 3.9679999999999995e-07, "loss": 0.5204, "step": 250 }, { "epoch": 0.9, "learning_rate": 4.128e-07, "loss": 0.4829, "step": 260 }, { "epoch": 0.94, "learning_rate": 4.288e-07, "loss": 0.4745, "step": 270 }, { "epoch": 0.97, "learning_rate": 4.4479999999999996e-07, "loss": 0.4853, "step": 280 }, { "epoch": 1.0, "eval_loss": 0.5759792327880859, "eval_runtime": 131.0362, "eval_samples_per_second": 4.06, "eval_steps_per_second": 1.015, "eval_wer": 0.3097640933341904, "step": 288 }, { "epoch": 1.01, "learning_rate": 4.6079999999999994e-07, "loss": 0.5331, "step": 290 }, { "epoch": 1.04, "learning_rate": 4.768e-07, "loss": 0.4663, "step": 300 }, { "epoch": 1.08, "learning_rate": 4.928e-07, "loss": 0.4768, "step": 310 }, { "epoch": 1.11, "learning_rate": 5.088e-07, "loss": 0.4554, "step": 320 }, { "epoch": 1.15, "learning_rate": 5.248e-07, "loss": 0.5003, "step": 330 }, { "epoch": 1.18, "learning_rate": 5.408e-07, "loss": 0.4539, "step": 340 }, { "epoch": 1.21, "learning_rate": 5.567999999999999e-07, "loss": 0.4418, "step": 350 }, { "epoch": 1.25, "learning_rate": 5.727999999999999e-07, "loss": 0.4517, "step": 360 }, { "epoch": 1.28, "learning_rate": 5.888e-07, "loss": 0.445, "step": 370 }, { "epoch": 1.32, "learning_rate": 6.048e-07, "loss": 0.4677, "step": 380 }, { "epoch": 1.35, "learning_rate": 6.208e-07, "loss": 0.5141, "step": 390 }, { "epoch": 1.39, "learning_rate": 6.368e-07, "loss": 0.4952, "step": 400 }, { "epoch": 1.42, "learning_rate": 6.528e-07, "loss": 0.4539, "step": 410 }, { "epoch": 1.46, "learning_rate": 6.688e-07, "loss": 0.4497, "step": 420 }, { "epoch": 1.49, "learning_rate": 6.847999999999999e-07, "loss": 0.4799, "step": 430 }, { "epoch": 1.53, "learning_rate": 7.007999999999999e-07, "loss": 0.478, "step": 440 }, { "epoch": 1.56, "learning_rate": 7.168e-07, "loss": 0.4606, "step": 450 }, { "epoch": 1.6, "learning_rate": 7.328e-07, "loss": 0.4826, "step": 460 }, { "epoch": 1.63, "learning_rate": 7.488e-07, "loss": 0.4652, "step": 470 }, { "epoch": 1.66, "learning_rate": 7.648e-07, "loss": 0.4844, "step": 480 }, { "epoch": 1.7, "learning_rate": 7.808e-07, "loss": 0.5098, "step": 490 }, { "epoch": 1.73, "learning_rate": 7.967999999999999e-07, "loss": 0.4814, "step": 500 }, { "epoch": 1.77, "learning_rate": 8.128e-07, "loss": 0.4684, "step": 510 }, { "epoch": 1.8, "learning_rate": 8.287999999999999e-07, "loss": 0.4636, "step": 520 }, { "epoch": 1.84, "learning_rate": 8.447999999999999e-07, "loss": 0.486, "step": 530 }, { "epoch": 1.87, "learning_rate": 8.608e-07, "loss": 0.4856, "step": 540 }, { "epoch": 1.91, "learning_rate": 8.768e-07, "loss": 0.4739, "step": 550 }, { "epoch": 1.94, "learning_rate": 8.928e-07, "loss": 0.4527, "step": 560 }, { "epoch": 1.98, "learning_rate": 9.088e-07, "loss": 0.48, "step": 570 }, { "epoch": 2.0, "eval_loss": 0.5787187218666077, "eval_runtime": 132.722, "eval_samples_per_second": 4.008, "eval_steps_per_second": 1.002, "eval_wer": 0.30847849842514624, "step": 576 }, { "epoch": 2.01, "learning_rate": 9.247999999999999e-07, "loss": 0.511, "step": 580 }, { "epoch": 2.05, "learning_rate": 9.408e-07, "loss": 0.4765, "step": 590 }, { "epoch": 2.08, "learning_rate": 9.567999999999999e-07, "loss": 0.4452, "step": 600 }, { "epoch": 2.12, "learning_rate": 9.728e-07, "loss": 0.4748, "step": 610 }, { "epoch": 2.15, "learning_rate": 9.888e-07, "loss": 0.4958, "step": 620 }, { "epoch": 2.19, "learning_rate": 1.0047999999999999e-06, "loss": 0.4684, "step": 630 }, { "epoch": 2.22, "learning_rate": 1.0207999999999998e-06, "loss": 0.483, "step": 640 }, { "epoch": 2.26, "learning_rate": 1.0368e-06, "loss": 0.4703, "step": 650 }, { "epoch": 2.29, "learning_rate": 1.0528e-06, "loss": 0.4534, "step": 660 }, { "epoch": 2.33, "learning_rate": 1.0687999999999998e-06, "loss": 0.4886, "step": 670 }, { "epoch": 2.36, "learning_rate": 1.0848e-06, "loss": 0.5094, "step": 680 }, { "epoch": 2.39, "learning_rate": 1.1008e-06, "loss": 0.4495, "step": 690 }, { "epoch": 2.43, "learning_rate": 1.1168e-06, "loss": 0.4246, "step": 700 }, { "epoch": 2.46, "learning_rate": 1.1328e-06, "loss": 0.4479, "step": 710 }, { "epoch": 2.5, "learning_rate": 1.1488e-06, "loss": 0.4625, "step": 720 }, { "epoch": 2.53, "learning_rate": 1.1648e-06, "loss": 0.5005, "step": 730 }, { "epoch": 2.57, "learning_rate": 1.1808e-06, "loss": 0.463, "step": 740 }, { "epoch": 2.6, "learning_rate": 1.1968000000000001e-06, "loss": 0.4572, "step": 750 }, { "epoch": 2.64, "learning_rate": 1.2128e-06, "loss": 0.4968, "step": 760 }, { "epoch": 2.67, "learning_rate": 1.2287999999999998e-06, "loss": 0.5079, "step": 770 }, { "epoch": 2.71, "learning_rate": 1.2448e-06, "loss": 0.5009, "step": 780 }, { "epoch": 2.74, "learning_rate": 1.2607999999999999e-06, "loss": 0.4464, "step": 790 }, { "epoch": 2.78, "learning_rate": 1.2767999999999998e-06, "loss": 0.4434, "step": 800 }, { "epoch": 2.81, "learning_rate": 1.2928e-06, "loss": 0.4415, "step": 810 }, { "epoch": 2.85, "learning_rate": 1.3087999999999999e-06, "loss": 0.4516, "step": 820 }, { "epoch": 2.88, "learning_rate": 1.3248e-06, "loss": 0.4565, "step": 830 }, { "epoch": 2.91, "learning_rate": 1.3408e-06, "loss": 0.4381, "step": 840 }, { "epoch": 2.95, "learning_rate": 1.3567999999999999e-06, "loss": 0.4579, "step": 850 }, { "epoch": 2.98, "learning_rate": 1.3728e-06, "loss": 0.4625, "step": 860 }, { "epoch": 3.0, "eval_loss": 0.5924614071846008, "eval_runtime": 132.5598, "eval_samples_per_second": 4.013, "eval_steps_per_second": 1.003, "eval_wer": 0.311178247734139, "step": 864 }, { "epoch": 3.02, "learning_rate": 1.3888e-06, "loss": 0.5048, "step": 870 }, { "epoch": 3.06, "learning_rate": 1.4048e-06, "loss": 0.4607, "step": 880 }, { "epoch": 3.09, "learning_rate": 1.4208e-06, "loss": 0.4824, "step": 890 }, { "epoch": 3.12, "learning_rate": 1.4368e-06, "loss": 0.4697, "step": 900 }, { "epoch": 3.16, "learning_rate": 1.4528e-06, "loss": 0.5011, "step": 910 }, { "epoch": 3.19, "learning_rate": 1.4688e-06, "loss": 0.4597, "step": 920 }, { "epoch": 3.23, "learning_rate": 1.4847999999999997e-06, "loss": 0.4611, "step": 930 }, { "epoch": 3.26, "learning_rate": 1.5007999999999999e-06, "loss": 0.4511, "step": 940 }, { "epoch": 3.3, "learning_rate": 1.5167999999999998e-06, "loss": 0.4736, "step": 950 }, { "epoch": 3.33, "learning_rate": 1.5328e-06, "loss": 0.4919, "step": 960 }, { "epoch": 3.37, "learning_rate": 1.5487999999999999e-06, "loss": 0.4886, "step": 970 }, { "epoch": 3.4, "learning_rate": 1.5647999999999998e-06, "loss": 0.4864, "step": 980 }, { "epoch": 3.44, "learning_rate": 1.5808e-06, "loss": 0.4288, "step": 990 }, { "epoch": 3.47, "learning_rate": 1.5968e-06, "loss": 0.4678, "step": 1000 }, { "epoch": 3.51, "learning_rate": 1.6128e-06, "loss": 0.4673, "step": 1010 }, { "epoch": 3.54, "learning_rate": 1.6288e-06, "loss": 0.4817, "step": 1020 }, { "epoch": 3.57, "learning_rate": 1.6448e-06, "loss": 0.4684, "step": 1030 }, { "epoch": 3.61, "learning_rate": 1.6608e-06, "loss": 0.4431, "step": 1040 }, { "epoch": 3.64, "learning_rate": 1.6768e-06, "loss": 0.4504, "step": 1050 }, { "epoch": 3.68, "learning_rate": 1.6928e-06, "loss": 0.472, "step": 1060 }, { "epoch": 3.71, "learning_rate": 1.7088e-06, "loss": 0.411, "step": 1070 }, { "epoch": 3.75, "learning_rate": 1.7248e-06, "loss": 0.4365, "step": 1080 }, { "epoch": 3.78, "learning_rate": 1.7408e-06, "loss": 0.4423, "step": 1090 }, { "epoch": 3.82, "learning_rate": 1.7567999999999998e-06, "loss": 0.4762, "step": 1100 }, { "epoch": 3.85, "learning_rate": 1.7727999999999998e-06, "loss": 0.4218, "step": 1110 }, { "epoch": 3.89, "learning_rate": 1.7888e-06, "loss": 0.4694, "step": 1120 }, { "epoch": 3.92, "learning_rate": 1.8047999999999999e-06, "loss": 0.4443, "step": 1130 }, { "epoch": 3.96, "learning_rate": 1.8207999999999998e-06, "loss": 0.4547, "step": 1140 }, { "epoch": 3.99, "learning_rate": 1.8368e-06, "loss": 0.4704, "step": 1150 }, { "epoch": 4.0, "eval_loss": 0.6065183877944946, "eval_runtime": 130.2735, "eval_samples_per_second": 4.084, "eval_steps_per_second": 1.021, "eval_wer": 0.31079256926142573, "step": 1152 }, { "epoch": 4.03, "learning_rate": 1.8527999999999999e-06, "loss": 0.4844, "step": 1160 }, { "epoch": 4.06, "learning_rate": 1.8688e-06, "loss": 0.4618, "step": 1170 }, { "epoch": 4.1, "learning_rate": 1.8848e-06, "loss": 0.4071, "step": 1180 }, { "epoch": 4.13, "learning_rate": 1.9007999999999999e-06, "loss": 0.4612, "step": 1190 }, { "epoch": 4.17, "learning_rate": 1.9168e-06, "loss": 0.452, "step": 1200 }, { "epoch": 4.2, "learning_rate": 1.9328e-06, "loss": 0.4601, "step": 1210 }, { "epoch": 4.24, "learning_rate": 1.9488e-06, "loss": 0.4423, "step": 1220 }, { "epoch": 4.27, "learning_rate": 1.9648e-06, "loss": 0.4362, "step": 1230 }, { "epoch": 4.3, "learning_rate": 1.9807999999999997e-06, "loss": 0.4682, "step": 1240 }, { "epoch": 4.34, "learning_rate": 1.9967999999999997e-06, "loss": 0.4773, "step": 1250 }, { "epoch": 4.37, "learning_rate": 2.0128e-06, "loss": 0.4693, "step": 1260 }, { "epoch": 4.41, "learning_rate": 2.0288e-06, "loss": 0.4618, "step": 1270 }, { "epoch": 4.44, "learning_rate": 2.0448e-06, "loss": 0.4496, "step": 1280 }, { "epoch": 4.48, "learning_rate": 2.0608e-06, "loss": 0.4575, "step": 1290 }, { "epoch": 4.51, "learning_rate": 2.0767999999999998e-06, "loss": 0.4846, "step": 1300 }, { "epoch": 4.55, "learning_rate": 2.0928e-06, "loss": 0.4672, "step": 1310 }, { "epoch": 4.58, "learning_rate": 2.1088e-06, "loss": 0.468, "step": 1320 }, { "epoch": 4.62, "learning_rate": 2.1248e-06, "loss": 0.4403, "step": 1330 }, { "epoch": 4.65, "learning_rate": 2.1408e-06, "loss": 0.4849, "step": 1340 }, { "epoch": 4.69, "learning_rate": 2.1568e-06, "loss": 0.4618, "step": 1350 }, { "epoch": 4.72, "learning_rate": 2.1727999999999998e-06, "loss": 0.443, "step": 1360 }, { "epoch": 4.75, "learning_rate": 2.1888e-06, "loss": 0.4592, "step": 1370 }, { "epoch": 4.79, "learning_rate": 2.2048e-06, "loss": 0.443, "step": 1380 }, { "epoch": 4.82, "learning_rate": 2.2208e-06, "loss": 0.4589, "step": 1390 }, { "epoch": 4.86, "learning_rate": 2.2368e-06, "loss": 0.4802, "step": 1400 }, { "epoch": 4.89, "learning_rate": 2.2528e-06, "loss": 0.4471, "step": 1410 }, { "epoch": 4.93, "learning_rate": 2.2688e-06, "loss": 0.444, "step": 1420 }, { "epoch": 4.96, "learning_rate": 2.2848e-06, "loss": 0.4299, "step": 1430 }, { "epoch": 5.0, "learning_rate": 2.3008e-06, "loss": 0.4854, "step": 1440 }, { "epoch": 5.0, "eval_loss": 0.6036490797996521, "eval_runtime": 131.0346, "eval_samples_per_second": 4.06, "eval_steps_per_second": 1.015, "eval_wer": 0.3112425274795912, "step": 1440 }, { "epoch": 5.03, "learning_rate": 2.3168e-06, "loss": 0.4727, "step": 1450 }, { "epoch": 5.07, "learning_rate": 2.3328e-06, "loss": 0.4395, "step": 1460 }, { "epoch": 5.1, "learning_rate": 2.3488000000000003e-06, "loss": 0.428, "step": 1470 }, { "epoch": 5.14, "learning_rate": 2.3647999999999998e-06, "loss": 0.4543, "step": 1480 }, { "epoch": 5.17, "learning_rate": 2.3807999999999997e-06, "loss": 0.4907, "step": 1490 }, { "epoch": 5.21, "learning_rate": 2.3967999999999997e-06, "loss": 0.4558, "step": 1500 }, { "epoch": 5.24, "learning_rate": 2.4127999999999996e-06, "loss": 0.4319, "step": 1510 }, { "epoch": 5.28, "learning_rate": 2.4288e-06, "loss": 0.4274, "step": 1520 }, { "epoch": 5.31, "learning_rate": 2.4448e-06, "loss": 0.4645, "step": 1530 }, { "epoch": 5.35, "learning_rate": 2.4608e-06, "loss": 0.4675, "step": 1540 }, { "epoch": 5.38, "learning_rate": 2.4767999999999997e-06, "loss": 0.4447, "step": 1550 }, { "epoch": 5.42, "learning_rate": 2.4927999999999997e-06, "loss": 0.4348, "step": 1560 }, { "epoch": 5.45, "learning_rate": 2.5087999999999996e-06, "loss": 0.4521, "step": 1570 }, { "epoch": 5.48, "learning_rate": 2.5248e-06, "loss": 0.4734, "step": 1580 }, { "epoch": 5.52, "learning_rate": 2.5408e-06, "loss": 0.4693, "step": 1590 }, { "epoch": 5.55, "learning_rate": 2.5568e-06, "loss": 0.4504, "step": 1600 }, { "epoch": 5.59, "learning_rate": 2.5727999999999997e-06, "loss": 0.4334, "step": 1610 }, { "epoch": 5.62, "learning_rate": 2.5887999999999997e-06, "loss": 0.4632, "step": 1620 }, { "epoch": 5.66, "learning_rate": 2.6048e-06, "loss": 0.4563, "step": 1630 }, { "epoch": 5.69, "learning_rate": 2.6208e-06, "loss": 0.4762, "step": 1640 }, { "epoch": 5.73, "learning_rate": 2.6368e-06, "loss": 0.464, "step": 1650 }, { "epoch": 5.76, "learning_rate": 2.6528e-06, "loss": 0.4757, "step": 1660 }, { "epoch": 5.8, "learning_rate": 2.6687999999999998e-06, "loss": 0.4655, "step": 1670 }, { "epoch": 5.83, "learning_rate": 2.6848e-06, "loss": 0.472, "step": 1680 }, { "epoch": 5.87, "learning_rate": 2.7008e-06, "loss": 0.4678, "step": 1690 }, { "epoch": 5.9, "learning_rate": 2.7168e-06, "loss": 0.4486, "step": 1700 }, { "epoch": 5.94, "learning_rate": 2.7328e-06, "loss": 0.4481, "step": 1710 }, { "epoch": 5.97, "learning_rate": 2.7488e-06, "loss": 0.4918, "step": 1720 }, { "epoch": 6.0, "eval_loss": 0.6006949543952942, "eval_runtime": 131.3568, "eval_samples_per_second": 4.05, "eval_steps_per_second": 1.013, "eval_wer": 0.31484219322491486, "step": 1728 }, { "epoch": 6.01, "learning_rate": 2.7648e-06, "loss": 0.5089, "step": 1730 }, { "epoch": 6.04, "learning_rate": 2.7808e-06, "loss": 0.4866, "step": 1740 }, { "epoch": 6.08, "learning_rate": 2.7968e-06, "loss": 0.4609, "step": 1750 }, { "epoch": 6.11, "learning_rate": 2.8128e-06, "loss": 0.4424, "step": 1760 }, { "epoch": 6.15, "learning_rate": 2.8288e-06, "loss": 0.4567, "step": 1770 }, { "epoch": 6.18, "learning_rate": 2.8448000000000003e-06, "loss": 0.4713, "step": 1780 }, { "epoch": 6.21, "learning_rate": 2.8607999999999998e-06, "loss": 0.4763, "step": 1790 }, { "epoch": 6.25, "learning_rate": 2.8767999999999997e-06, "loss": 0.412, "step": 1800 }, { "epoch": 6.28, "learning_rate": 2.8927999999999996e-06, "loss": 0.4248, "step": 1810 }, { "epoch": 6.32, "learning_rate": 2.9087999999999996e-06, "loss": 0.4873, "step": 1820 }, { "epoch": 6.35, "learning_rate": 2.9247999999999995e-06, "loss": 0.4969, "step": 1830 }, { "epoch": 6.39, "learning_rate": 2.9408e-06, "loss": 0.4437, "step": 1840 }, { "epoch": 6.42, "learning_rate": 2.9568e-06, "loss": 0.4533, "step": 1850 }, { "epoch": 6.46, "learning_rate": 2.9727999999999997e-06, "loss": 0.4637, "step": 1860 }, { "epoch": 6.49, "learning_rate": 2.9887999999999997e-06, "loss": 0.4406, "step": 1870 }, { "epoch": 6.53, "learning_rate": 3.0047999999999996e-06, "loss": 0.4835, "step": 1880 }, { "epoch": 6.56, "learning_rate": 3.0208e-06, "loss": 0.4592, "step": 1890 }, { "epoch": 6.6, "learning_rate": 3.0368e-06, "loss": 0.4705, "step": 1900 }, { "epoch": 6.63, "learning_rate": 3.0528e-06, "loss": 0.4672, "step": 1910 }, { "epoch": 6.66, "learning_rate": 3.0687999999999997e-06, "loss": 0.4663, "step": 1920 }, { "epoch": 6.7, "learning_rate": 3.0847999999999997e-06, "loss": 0.4574, "step": 1930 }, { "epoch": 6.73, "learning_rate": 3.1008e-06, "loss": 0.4277, "step": 1940 }, { "epoch": 6.77, "learning_rate": 3.1168e-06, "loss": 0.463, "step": 1950 }, { "epoch": 6.8, "learning_rate": 3.1328e-06, "loss": 0.4274, "step": 1960 }, { "epoch": 6.84, "learning_rate": 3.1488e-06, "loss": 0.4742, "step": 1970 }, { "epoch": 6.87, "learning_rate": 3.1647999999999998e-06, "loss": 0.4731, "step": 1980 }, { "epoch": 6.91, "learning_rate": 3.1808e-06, "loss": 0.4362, "step": 1990 }, { "epoch": 6.94, "learning_rate": 3.1968e-06, "loss": 0.4304, "step": 2000 }, { "epoch": 6.98, "learning_rate": 3.2128e-06, "loss": 0.4549, "step": 2010 }, { "epoch": 7.0, "eval_loss": 0.6039400696754456, "eval_runtime": 132.6852, "eval_samples_per_second": 4.009, "eval_steps_per_second": 1.002, "eval_wer": 0.30725718326155427, "step": 2016 }, { "epoch": 7.01, "learning_rate": 3.2288e-06, "loss": 0.4989, "step": 2020 }, { "epoch": 7.05, "learning_rate": 3.2448e-06, "loss": 0.4714, "step": 2030 }, { "epoch": 7.08, "learning_rate": 3.2608e-06, "loss": 0.4323, "step": 2040 }, { "epoch": 7.12, "learning_rate": 3.2768e-06, "loss": 0.4592, "step": 2050 }, { "epoch": 7.15, "learning_rate": 3.2928e-06, "loss": 0.4588, "step": 2060 }, { "epoch": 7.19, "learning_rate": 3.3088e-06, "loss": 0.4579, "step": 2070 }, { "epoch": 7.22, "learning_rate": 3.3248e-06, "loss": 0.4626, "step": 2080 }, { "epoch": 7.26, "learning_rate": 3.3408000000000003e-06, "loss": 0.444, "step": 2090 }, { "epoch": 7.29, "learning_rate": 3.3567999999999998e-06, "loss": 0.4645, "step": 2100 }, { "epoch": 7.33, "learning_rate": 3.3727999999999997e-06, "loss": 0.4798, "step": 2110 }, { "epoch": 7.36, "learning_rate": 3.3887999999999996e-06, "loss": 0.4486, "step": 2120 }, { "epoch": 7.39, "learning_rate": 3.4047999999999996e-06, "loss": 0.4526, "step": 2130 }, { "epoch": 7.43, "learning_rate": 3.4207999999999995e-06, "loss": 0.4478, "step": 2140 }, { "epoch": 7.46, "learning_rate": 3.4368e-06, "loss": 0.4503, "step": 2150 }, { "epoch": 7.5, "learning_rate": 3.4528e-06, "loss": 0.4482, "step": 2160 }, { "epoch": 7.53, "learning_rate": 3.4687999999999997e-06, "loss": 0.4819, "step": 2170 }, { "epoch": 7.57, "learning_rate": 3.4847999999999997e-06, "loss": 0.4618, "step": 2180 }, { "epoch": 7.6, "learning_rate": 3.5007999999999996e-06, "loss": 0.4388, "step": 2190 }, { "epoch": 7.64, "learning_rate": 3.5168e-06, "loss": 0.461, "step": 2200 }, { "epoch": 7.67, "learning_rate": 3.5328e-06, "loss": 0.4777, "step": 2210 }, { "epoch": 7.71, "learning_rate": 3.5488e-06, "loss": 0.4705, "step": 2220 }, { "epoch": 7.74, "learning_rate": 3.5647999999999997e-06, "loss": 0.4377, "step": 2230 }, { "epoch": 7.78, "learning_rate": 3.5807999999999997e-06, "loss": 0.4403, "step": 2240 }, { "epoch": 7.81, "learning_rate": 3.5968e-06, "loss": 0.4308, "step": 2250 }, { "epoch": 7.85, "learning_rate": 3.6128e-06, "loss": 0.4447, "step": 2260 }, { "epoch": 7.88, "learning_rate": 3.6288e-06, "loss": 0.5049, "step": 2270 }, { "epoch": 7.91, "learning_rate": 3.6448e-06, "loss": 0.4638, "step": 2280 }, { "epoch": 7.95, "learning_rate": 3.6607999999999997e-06, "loss": 0.4377, "step": 2290 }, { "epoch": 7.98, "learning_rate": 3.6768e-06, "loss": 0.4546, "step": 2300 }, { "epoch": 8.0, "eval_loss": 0.612916111946106, "eval_runtime": 131.5991, "eval_samples_per_second": 4.043, "eval_steps_per_second": 1.011, "eval_wer": 0.30725718326155427, "step": 2304 }, { "epoch": 8.02, "learning_rate": 3.6928e-06, "loss": 0.4812, "step": 2310 }, { "epoch": 8.06, "learning_rate": 3.7088e-06, "loss": 0.4806, "step": 2320 }, { "epoch": 8.09, "learning_rate": 3.7248e-06, "loss": 0.4407, "step": 2330 }, { "epoch": 8.12, "learning_rate": 3.7408e-06, "loss": 0.4493, "step": 2340 }, { "epoch": 8.16, "learning_rate": 3.7567999999999998e-06, "loss": 0.4571, "step": 2350 }, { "epoch": 8.19, "learning_rate": 3.7728e-06, "loss": 0.4674, "step": 2360 }, { "epoch": 8.23, "learning_rate": 3.7888e-06, "loss": 0.4685, "step": 2370 }, { "epoch": 8.26, "learning_rate": 3.8048e-06, "loss": 0.4256, "step": 2380 }, { "epoch": 8.3, "learning_rate": 3.8208e-06, "loss": 0.4657, "step": 2390 }, { "epoch": 8.33, "learning_rate": 3.8368e-06, "loss": 0.4747, "step": 2400 }, { "epoch": 8.37, "learning_rate": 3.8528e-06, "loss": 0.4538, "step": 2410 }, { "epoch": 8.4, "learning_rate": 3.868799999999999e-06, "loss": 0.4635, "step": 2420 }, { "epoch": 8.44, "learning_rate": 3.8848e-06, "loss": 0.4257, "step": 2430 }, { "epoch": 8.47, "learning_rate": 3.9008e-06, "loss": 0.4537, "step": 2440 }, { "epoch": 8.51, "learning_rate": 3.9167999999999995e-06, "loss": 0.4674, "step": 2450 }, { "epoch": 8.54, "learning_rate": 3.9328e-06, "loss": 0.4263, "step": 2460 }, { "epoch": 8.57, "learning_rate": 3.948799999999999e-06, "loss": 0.4476, "step": 2470 }, { "epoch": 8.61, "learning_rate": 3.9648e-06, "loss": 0.4592, "step": 2480 }, { "epoch": 8.64, "learning_rate": 3.9808e-06, "loss": 0.4608, "step": 2490 }, { "epoch": 8.68, "learning_rate": 3.9968e-06, "loss": 0.4702, "step": 2500 }, { "epoch": 8.71, "learning_rate": 4.0128e-06, "loss": 0.4665, "step": 2510 }, { "epoch": 8.75, "learning_rate": 4.0288e-06, "loss": 0.4524, "step": 2520 }, { "epoch": 8.78, "learning_rate": 4.0448e-06, "loss": 0.4461, "step": 2530 }, { "epoch": 8.82, "learning_rate": 4.0608e-06, "loss": 0.448, "step": 2540 }, { "epoch": 8.85, "learning_rate": 4.0768000000000005e-06, "loss": 0.4737, "step": 2550 }, { "epoch": 8.89, "learning_rate": 4.0928e-06, "loss": 0.4799, "step": 2560 }, { "epoch": 8.92, "learning_rate": 4.1087999999999995e-06, "loss": 0.4435, "step": 2570 }, { "epoch": 8.96, "learning_rate": 4.124799999999999e-06, "loss": 0.4626, "step": 2580 }, { "epoch": 8.99, "learning_rate": 4.140799999999999e-06, "loss": 0.4404, "step": 2590 }, { "epoch": 9.0, "eval_loss": 0.6061944961547852, "eval_runtime": 132.6658, "eval_samples_per_second": 4.01, "eval_steps_per_second": 1.003, "eval_wer": 0.30539307064344023, "step": 2592 }, { "epoch": 9.03, "learning_rate": 4.1568e-06, "loss": 0.4639, "step": 2600 }, { "epoch": 9.06, "learning_rate": 4.172799999999999e-06, "loss": 0.4538, "step": 2610 }, { "epoch": 9.1, "learning_rate": 4.1888e-06, "loss": 0.4543, "step": 2620 }, { "epoch": 9.13, "learning_rate": 4.204799999999999e-06, "loss": 0.4562, "step": 2630 }, { "epoch": 9.17, "learning_rate": 4.2207999999999995e-06, "loss": 0.4686, "step": 2640 }, { "epoch": 9.2, "learning_rate": 4.2368e-06, "loss": 0.4693, "step": 2650 }, { "epoch": 9.24, "learning_rate": 4.252799999999999e-06, "loss": 0.4708, "step": 2660 }, { "epoch": 9.27, "learning_rate": 4.2688e-06, "loss": 0.4286, "step": 2670 }, { "epoch": 9.3, "learning_rate": 4.284799999999999e-06, "loss": 0.4662, "step": 2680 }, { "epoch": 9.34, "learning_rate": 4.3007999999999995e-06, "loss": 0.4749, "step": 2690 }, { "epoch": 9.37, "learning_rate": 4.3152e-06, "loss": 0.4793, "step": 2700 }, { "epoch": 9.41, "learning_rate": 4.3312e-06, "loss": 0.4502, "step": 2710 }, { "epoch": 9.44, "learning_rate": 4.3472e-06, "loss": 0.4208, "step": 2720 }, { "epoch": 9.48, "learning_rate": 4.3632e-06, "loss": 0.482, "step": 2730 }, { "epoch": 9.51, "learning_rate": 4.3791999999999995e-06, "loss": 0.4361, "step": 2740 }, { "epoch": 9.55, "learning_rate": 4.3952e-06, "loss": 0.4828, "step": 2750 }, { "epoch": 9.58, "learning_rate": 4.4112e-06, "loss": 0.4436, "step": 2760 }, { "epoch": 9.62, "learning_rate": 4.4272e-06, "loss": 0.4264, "step": 2770 }, { "epoch": 9.65, "learning_rate": 4.4432e-06, "loss": 0.4762, "step": 2780 }, { "epoch": 9.69, "learning_rate": 4.4592e-06, "loss": 0.4899, "step": 2790 }, { "epoch": 9.72, "learning_rate": 4.4752e-06, "loss": 0.4511, "step": 2800 }, { "epoch": 9.75, "learning_rate": 4.4912e-06, "loss": 0.4373, "step": 2810 }, { "epoch": 9.79, "learning_rate": 4.5072e-06, "loss": 0.432, "step": 2820 }, { "epoch": 9.82, "learning_rate": 4.5232e-06, "loss": 0.4703, "step": 2830 }, { "epoch": 9.86, "learning_rate": 4.5392e-06, "loss": 0.4761, "step": 2840 }, { "epoch": 9.89, "learning_rate": 4.5552e-06, "loss": 0.4312, "step": 2850 }, { "epoch": 9.93, "learning_rate": 4.5711999999999995e-06, "loss": 0.4858, "step": 2860 }, { "epoch": 9.96, "learning_rate": 4.5872e-06, "loss": 0.4656, "step": 2870 }, { "epoch": 10.0, "learning_rate": 4.6032e-06, "loss": 0.4681, "step": 2880 }, { "epoch": 10.0, "eval_loss": 0.6062560081481934, "eval_runtime": 132.3245, "eval_samples_per_second": 4.02, "eval_steps_per_second": 1.005, "eval_wer": 0.3074500224979109, "step": 2880 }, { "epoch": 10.03, "learning_rate": 4.6192e-06, "loss": 0.4374, "step": 2890 }, { "epoch": 10.07, "learning_rate": 4.6352e-06, "loss": 0.4345, "step": 2900 }, { "epoch": 10.1, "learning_rate": 4.6512e-06, "loss": 0.4305, "step": 2910 }, { "epoch": 10.14, "learning_rate": 4.6672e-06, "loss": 0.4713, "step": 2920 }, { "epoch": 10.17, "learning_rate": 4.6832e-06, "loss": 0.4838, "step": 2930 }, { "epoch": 10.21, "learning_rate": 4.6992e-06, "loss": 0.4283, "step": 2940 }, { "epoch": 10.24, "learning_rate": 4.7152e-06, "loss": 0.4301, "step": 2950 }, { "epoch": 10.28, "learning_rate": 4.7312e-06, "loss": 0.4475, "step": 2960 }, { "epoch": 10.31, "learning_rate": 4.7472e-06, "loss": 0.4428, "step": 2970 }, { "epoch": 10.35, "learning_rate": 4.7632e-06, "loss": 0.4786, "step": 2980 }, { "epoch": 10.38, "learning_rate": 4.7792e-06, "loss": 0.4545, "step": 2990 }, { "epoch": 10.42, "learning_rate": 4.7952e-06, "loss": 0.4996, "step": 3000 }, { "epoch": 10.45, "learning_rate": 4.8112e-06, "loss": 0.4714, "step": 3010 }, { "epoch": 10.48, "learning_rate": 4.8272e-06, "loss": 0.4784, "step": 3020 }, { "epoch": 10.52, "learning_rate": 4.8432000000000005e-06, "loss": 0.5106, "step": 3030 }, { "epoch": 10.55, "learning_rate": 4.8592e-06, "loss": 0.4746, "step": 3040 }, { "epoch": 10.59, "learning_rate": 4.8752e-06, "loss": 0.4775, "step": 3050 }, { "epoch": 10.62, "learning_rate": 4.8912e-06, "loss": 0.4351, "step": 3060 }, { "epoch": 10.66, "learning_rate": 4.907199999999999e-06, "loss": 0.4612, "step": 3070 }, { "epoch": 10.69, "learning_rate": 4.9232e-06, "loss": 0.4428, "step": 3080 }, { "epoch": 10.73, "learning_rate": 4.939199999999999e-06, "loss": 0.4598, "step": 3090 }, { "epoch": 10.76, "learning_rate": 4.9552e-06, "loss": 0.4646, "step": 3100 }, { "epoch": 10.8, "learning_rate": 4.971199999999999e-06, "loss": 0.4778, "step": 3110 }, { "epoch": 10.83, "learning_rate": 4.9871999999999994e-06, "loss": 0.4717, "step": 3120 }, { "epoch": 10.87, "learning_rate": 5.0032e-06, "loss": 0.4726, "step": 3130 }, { "epoch": 10.9, "learning_rate": 5.019199999999999e-06, "loss": 0.4781, "step": 3140 }, { "epoch": 10.94, "learning_rate": 5.0352e-06, "loss": 0.4336, "step": 3150 }, { "epoch": 10.97, "learning_rate": 5.051199999999999e-06, "loss": 0.469, "step": 3160 }, { "epoch": 11.0, "eval_loss": 0.5881296992301941, "eval_runtime": 132.5378, "eval_samples_per_second": 4.014, "eval_steps_per_second": 1.003, "eval_wer": 0.30307899980716074, "step": 3168 }, { "epoch": 11.01, "learning_rate": 5.0671999999999995e-06, "loss": 0.5434, "step": 3170 }, { "epoch": 11.04, "learning_rate": 5.0832e-06, "loss": 0.4576, "step": 3180 }, { "epoch": 11.08, "learning_rate": 5.099199999999999e-06, "loss": 0.4659, "step": 3190 }, { "epoch": 11.11, "learning_rate": 5.1152e-06, "loss": 0.4789, "step": 3200 }, { "epoch": 11.15, "learning_rate": 5.131199999999999e-06, "loss": 0.488, "step": 3210 }, { "epoch": 11.18, "learning_rate": 5.1472e-06, "loss": 0.5179, "step": 3220 }, { "epoch": 11.21, "learning_rate": 5.1632e-06, "loss": 0.5029, "step": 3230 }, { "epoch": 11.25, "learning_rate": 5.1791999999999995e-06, "loss": 0.5185, "step": 3240 }, { "epoch": 11.28, "learning_rate": 5.1952e-06, "loss": 0.4456, "step": 3250 }, { "epoch": 11.32, "learning_rate": 5.211199999999999e-06, "loss": 0.4869, "step": 3260 }, { "epoch": 11.35, "learning_rate": 5.2272e-06, "loss": 0.5245, "step": 3270 }, { "epoch": 11.39, "learning_rate": 5.2432e-06, "loss": 0.5119, "step": 3280 }, { "epoch": 11.42, "learning_rate": 5.2591999999999996e-06, "loss": 0.4462, "step": 3290 }, { "epoch": 11.46, "learning_rate": 5.2752e-06, "loss": 0.4932, "step": 3300 }, { "epoch": 11.49, "learning_rate": 5.291199999999999e-06, "loss": 0.5009, "step": 3310 }, { "epoch": 11.53, "learning_rate": 5.3072e-06, "loss": 0.5098, "step": 3320 }, { "epoch": 11.56, "learning_rate": 5.323199999999999e-06, "loss": 0.4766, "step": 3330 }, { "epoch": 11.6, "learning_rate": 5.3392e-06, "loss": 0.4616, "step": 3340 }, { "epoch": 11.63, "learning_rate": 5.3552e-06, "loss": 0.489, "step": 3350 }, { "epoch": 11.66, "learning_rate": 5.3711999999999995e-06, "loss": 0.4912, "step": 3360 }, { "epoch": 11.7, "learning_rate": 5.3872e-06, "loss": 0.5002, "step": 3370 }, { "epoch": 11.73, "learning_rate": 5.403199999999999e-06, "loss": 0.4864, "step": 3380 }, { "epoch": 11.77, "learning_rate": 5.4192e-06, "loss": 0.4808, "step": 3390 }, { "epoch": 11.8, "learning_rate": 5.4352e-06, "loss": 0.5101, "step": 3400 }, { "epoch": 11.84, "learning_rate": 5.4512e-06, "loss": 0.4796, "step": 3410 }, { "epoch": 11.87, "learning_rate": 5.4672e-06, "loss": 0.4847, "step": 3420 }, { "epoch": 11.91, "learning_rate": 5.4831999999999994e-06, "loss": 0.4861, "step": 3430 }, { "epoch": 11.94, "learning_rate": 5.4992e-06, "loss": 0.483, "step": 3440 }, { "epoch": 11.98, "learning_rate": 5.5152e-06, "loss": 0.4903, "step": 3450 }, { "epoch": 12.0, "eval_loss": 0.5912908911705017, "eval_runtime": 131.3368, "eval_samples_per_second": 4.051, "eval_steps_per_second": 1.013, "eval_wer": 0.304685993443466, "step": 3456 }, { "epoch": 12.01, "learning_rate": 5.5312e-06, "loss": 0.5251, "step": 3460 }, { "epoch": 12.05, "learning_rate": 5.5472e-06, "loss": 0.505, "step": 3470 }, { "epoch": 12.08, "learning_rate": 5.5631999999999995e-06, "loss": 0.4575, "step": 3480 }, { "epoch": 12.12, "learning_rate": 5.5792e-06, "loss": 0.4521, "step": 3490 }, { "epoch": 12.15, "learning_rate": 5.5952e-06, "loss": 0.4952, "step": 3500 }, { "epoch": 12.19, "learning_rate": 5.6112e-06, "loss": 0.4898, "step": 3510 }, { "epoch": 12.22, "learning_rate": 5.6272e-06, "loss": 0.484, "step": 3520 }, { "epoch": 12.26, "learning_rate": 5.6432e-06, "loss": 0.4785, "step": 3530 }, { "epoch": 12.29, "learning_rate": 5.6592e-06, "loss": 0.487, "step": 3540 }, { "epoch": 12.33, "learning_rate": 5.6752e-06, "loss": 0.4844, "step": 3550 }, { "epoch": 12.36, "learning_rate": 5.6912e-06, "loss": 0.5375, "step": 3560 }, { "epoch": 12.39, "learning_rate": 5.7072e-06, "loss": 0.4902, "step": 3570 }, { "epoch": 12.43, "learning_rate": 5.7232e-06, "loss": 0.4738, "step": 3580 }, { "epoch": 12.46, "learning_rate": 5.7392e-06, "loss": 0.4767, "step": 3590 }, { "epoch": 12.5, "learning_rate": 5.7552e-06, "loss": 0.4886, "step": 3600 }, { "epoch": 12.53, "learning_rate": 5.7712e-06, "loss": 0.4927, "step": 3610 }, { "epoch": 12.57, "learning_rate": 5.7872e-06, "loss": 0.4633, "step": 3620 }, { "epoch": 12.6, "learning_rate": 5.8032e-06, "loss": 0.4881, "step": 3630 }, { "epoch": 12.64, "learning_rate": 5.8192e-06, "loss": 0.4908, "step": 3640 }, { "epoch": 12.67, "learning_rate": 5.8352000000000005e-06, "loss": 0.4823, "step": 3650 }, { "epoch": 12.71, "learning_rate": 5.8512e-06, "loss": 0.4796, "step": 3660 }, { "epoch": 12.74, "learning_rate": 5.8672e-06, "loss": 0.5192, "step": 3670 }, { "epoch": 12.78, "learning_rate": 5.8832e-06, "loss": 0.4772, "step": 3680 }, { "epoch": 12.81, "learning_rate": 5.8992e-06, "loss": 0.4726, "step": 3690 }, { "epoch": 12.85, "learning_rate": 5.9152e-06, "loss": 0.5245, "step": 3700 }, { "epoch": 12.88, "learning_rate": 5.931199999999999e-06, "loss": 0.5215, "step": 3710 }, { "epoch": 12.91, "learning_rate": 5.9471999999999996e-06, "loss": 0.4807, "step": 3720 }, { "epoch": 12.95, "learning_rate": 5.963199999999999e-06, "loss": 0.4689, "step": 3730 }, { "epoch": 12.98, "learning_rate": 5.9791999999999994e-06, "loss": 0.4677, "step": 3740 }, { "epoch": 13.0, "eval_loss": 0.5920921564102173, "eval_runtime": 131.4646, "eval_samples_per_second": 4.047, "eval_steps_per_second": 1.012, "eval_wer": 0.30545735038889243, "step": 3744 }, { "epoch": 13.02, "learning_rate": 5.9952e-06, "loss": 0.523, "step": 3750 }, { "epoch": 13.06, "learning_rate": 6.011199999999999e-06, "loss": 0.4964, "step": 3760 }, { "epoch": 13.09, "learning_rate": 6.0272e-06, "loss": 0.4605, "step": 3770 }, { "epoch": 13.12, "learning_rate": 6.043199999999999e-06, "loss": 0.4585, "step": 3780 }, { "epoch": 13.16, "learning_rate": 6.0591999999999995e-06, "loss": 0.4852, "step": 3790 }, { "epoch": 13.19, "learning_rate": 6.075199999999999e-06, "loss": 0.5152, "step": 3800 }, { "epoch": 13.23, "learning_rate": 6.091199999999999e-06, "loss": 0.4635, "step": 3810 }, { "epoch": 13.26, "learning_rate": 6.1072e-06, "loss": 0.4971, "step": 3820 }, { "epoch": 13.3, "learning_rate": 6.123199999999999e-06, "loss": 0.4915, "step": 3830 }, { "epoch": 13.33, "learning_rate": 6.1392e-06, "loss": 0.4639, "step": 3840 }, { "epoch": 13.37, "learning_rate": 6.155199999999999e-06, "loss": 0.4812, "step": 3850 }, { "epoch": 13.4, "learning_rate": 6.1711999999999995e-06, "loss": 0.5318, "step": 3860 }, { "epoch": 13.44, "learning_rate": 6.1872e-06, "loss": 0.4435, "step": 3870 }, { "epoch": 13.47, "learning_rate": 6.203199999999999e-06, "loss": 0.485, "step": 3880 }, { "epoch": 13.51, "learning_rate": 6.2192e-06, "loss": 0.522, "step": 3890 }, { "epoch": 13.54, "learning_rate": 6.235199999999999e-06, "loss": 0.5032, "step": 3900 }, { "epoch": 13.57, "learning_rate": 6.2511999999999995e-06, "loss": 0.4688, "step": 3910 }, { "epoch": 13.61, "learning_rate": 6.2672e-06, "loss": 0.477, "step": 3920 }, { "epoch": 13.64, "learning_rate": 6.283199999999999e-06, "loss": 0.4973, "step": 3930 }, { "epoch": 13.68, "learning_rate": 6.2992e-06, "loss": 0.4963, "step": 3940 }, { "epoch": 13.71, "learning_rate": 6.315199999999999e-06, "loss": 0.482, "step": 3950 }, { "epoch": 13.75, "learning_rate": 6.3312e-06, "loss": 0.4992, "step": 3960 }, { "epoch": 13.78, "learning_rate": 6.3472e-06, "loss": 0.4664, "step": 3970 }, { "epoch": 13.82, "learning_rate": 6.3631999999999995e-06, "loss": 0.5029, "step": 3980 }, { "epoch": 13.85, "learning_rate": 6.3792e-06, "loss": 0.4791, "step": 3990 }, { "epoch": 13.89, "learning_rate": 6.395199999999999e-06, "loss": 0.4984, "step": 4000 }, { "epoch": 13.92, "learning_rate": 6.4112e-06, "loss": 0.4782, "step": 4010 }, { "epoch": 13.96, "learning_rate": 6.4272e-06, "loss": 0.4688, "step": 4020 }, { "epoch": 13.99, "learning_rate": 6.4431999999999996e-06, "loss": 0.502, "step": 4030 }, { "epoch": 14.0, "eval_loss": 0.5905393362045288, "eval_runtime": 132.5982, "eval_samples_per_second": 4.012, "eval_steps_per_second": 1.003, "eval_wer": 0.3042360352253005, "step": 4032 }, { "epoch": 14.03, "learning_rate": 6.4592e-06, "loss": 0.5202, "step": 4040 }, { "epoch": 14.06, "learning_rate": 6.4751999999999994e-06, "loss": 0.495, "step": 4050 }, { "epoch": 14.1, "learning_rate": 6.4912e-06, "loss": 0.4539, "step": 4060 }, { "epoch": 14.13, "learning_rate": 6.5072e-06, "loss": 0.4991, "step": 4070 }, { "epoch": 14.17, "learning_rate": 6.5232e-06, "loss": 0.4867, "step": 4080 }, { "epoch": 14.2, "learning_rate": 6.5392e-06, "loss": 0.4813, "step": 4090 }, { "epoch": 14.24, "learning_rate": 6.5551999999999995e-06, "loss": 0.4829, "step": 4100 }, { "epoch": 14.27, "learning_rate": 6.5712e-06, "loss": 0.4749, "step": 4110 }, { "epoch": 14.3, "learning_rate": 6.5872e-06, "loss": 0.4711, "step": 4120 }, { "epoch": 14.34, "learning_rate": 6.6032e-06, "loss": 0.4772, "step": 4130 }, { "epoch": 14.37, "learning_rate": 6.6192e-06, "loss": 0.4815, "step": 4140 }, { "epoch": 14.41, "learning_rate": 6.6352e-06, "loss": 0.4601, "step": 4150 }, { "epoch": 14.44, "learning_rate": 6.6512e-06, "loss": 0.4428, "step": 4160 }, { "epoch": 14.48, "learning_rate": 6.6672e-06, "loss": 0.4912, "step": 4170 }, { "epoch": 14.51, "learning_rate": 6.6832e-06, "loss": 0.49, "step": 4180 }, { "epoch": 14.55, "learning_rate": 6.6992e-06, "loss": 0.4895, "step": 4190 }, { "epoch": 14.58, "learning_rate": 6.7152e-06, "loss": 0.5205, "step": 4200 }, { "epoch": 14.62, "learning_rate": 6.7312e-06, "loss": 0.4868, "step": 4210 }, { "epoch": 14.65, "learning_rate": 6.7472e-06, "loss": 0.4892, "step": 4220 }, { "epoch": 14.69, "learning_rate": 6.7632e-06, "loss": 0.5081, "step": 4230 }, { "epoch": 14.72, "learning_rate": 6.7792e-06, "loss": 0.4815, "step": 4240 }, { "epoch": 14.75, "learning_rate": 6.7952e-06, "loss": 0.4592, "step": 4250 }, { "epoch": 14.79, "learning_rate": 6.8112e-06, "loss": 0.4593, "step": 4260 }, { "epoch": 14.82, "learning_rate": 6.8272000000000005e-06, "loss": 0.4962, "step": 4270 }, { "epoch": 14.86, "learning_rate": 6.8432e-06, "loss": 0.5118, "step": 4280 }, { "epoch": 14.89, "learning_rate": 6.8592e-06, "loss": 0.4986, "step": 4290 }, { "epoch": 14.93, "learning_rate": 6.8752e-06, "loss": 0.4582, "step": 4300 }, { "epoch": 14.96, "learning_rate": 6.8912e-06, "loss": 0.4658, "step": 4310 }, { "epoch": 15.0, "learning_rate": 6.907199999999999e-06, "loss": 0.5028, "step": 4320 }, { "epoch": 15.0, "eval_loss": 0.5988514423370361, "eval_runtime": 132.6201, "eval_samples_per_second": 4.011, "eval_steps_per_second": 1.003, "eval_wer": 0.3087998971524073, "step": 4320 }, { "epoch": 15.03, "learning_rate": 6.923199999999999e-06, "loss": 0.5183, "step": 4330 }, { "epoch": 15.07, "learning_rate": 6.9391999999999996e-06, "loss": 0.4793, "step": 4340 }, { "epoch": 15.1, "learning_rate": 6.955199999999999e-06, "loss": 0.4721, "step": 4350 }, { "epoch": 15.14, "learning_rate": 6.9711999999999994e-06, "loss": 0.5019, "step": 4360 }, { "epoch": 15.17, "learning_rate": 6.987199999999999e-06, "loss": 0.5078, "step": 4370 }, { "epoch": 15.21, "learning_rate": 7.003199999999999e-06, "loss": 0.4837, "step": 4380 }, { "epoch": 15.24, "learning_rate": 7.0192e-06, "loss": 0.4749, "step": 4390 }, { "epoch": 15.28, "learning_rate": 7.035199999999999e-06, "loss": 0.4345, "step": 4400 }, { "epoch": 15.31, "learning_rate": 7.0511999999999995e-06, "loss": 0.4767, "step": 4410 }, { "epoch": 15.35, "learning_rate": 7.067199999999999e-06, "loss": 0.4765, "step": 4420 }, { "epoch": 15.38, "learning_rate": 7.083199999999999e-06, "loss": 0.4711, "step": 4430 }, { "epoch": 15.42, "learning_rate": 7.0992e-06, "loss": 0.4657, "step": 4440 }, { "epoch": 15.45, "learning_rate": 7.115199999999999e-06, "loss": 0.4828, "step": 4450 }, { "epoch": 15.48, "learning_rate": 7.1312e-06, "loss": 0.4796, "step": 4460 }, { "epoch": 15.52, "learning_rate": 7.147199999999999e-06, "loss": 0.5007, "step": 4470 }, { "epoch": 15.55, "learning_rate": 7.1631999999999995e-06, "loss": 0.4637, "step": 4480 }, { "epoch": 15.59, "learning_rate": 7.1792e-06, "loss": 0.4844, "step": 4490 }, { "epoch": 15.62, "learning_rate": 7.195199999999999e-06, "loss": 0.4453, "step": 4500 }, { "epoch": 15.66, "learning_rate": 7.2112e-06, "loss": 0.4787, "step": 4510 }, { "epoch": 15.69, "learning_rate": 7.227199999999999e-06, "loss": 0.4795, "step": 4520 }, { "epoch": 15.73, "learning_rate": 7.2431999999999995e-06, "loss": 0.4906, "step": 4530 }, { "epoch": 15.76, "learning_rate": 7.2592e-06, "loss": 0.4923, "step": 4540 }, { "epoch": 15.8, "learning_rate": 7.275199999999999e-06, "loss": 0.4904, "step": 4550 }, { "epoch": 15.83, "learning_rate": 7.2912e-06, "loss": 0.4902, "step": 4560 }, { "epoch": 15.87, "learning_rate": 7.307199999999999e-06, "loss": 0.5582, "step": 4570 }, { "epoch": 15.9, "learning_rate": 7.3232e-06, "loss": 0.495, "step": 4580 }, { "epoch": 15.94, "learning_rate": 7.3392e-06, "loss": 0.4784, "step": 4590 }, { "epoch": 15.97, "learning_rate": 7.3551999999999995e-06, "loss": 0.4706, "step": 4600 }, { "epoch": 16.0, "eval_loss": 0.5664656758308411, "eval_runtime": 134.177, "eval_samples_per_second": 3.965, "eval_steps_per_second": 0.991, "eval_wer": 0.30655010606158, "step": 4608 }, { "epoch": 16.01, "learning_rate": 7.3712e-06, "loss": 0.5272, "step": 4610 }, { "epoch": 16.04, "learning_rate": 7.387199999999999e-06, "loss": 0.4749, "step": 4620 }, { "epoch": 16.08, "learning_rate": 7.4032e-06, "loss": 0.4663, "step": 4630 }, { "epoch": 16.11, "learning_rate": 7.4192e-06, "loss": 0.4622, "step": 4640 }, { "epoch": 16.15, "learning_rate": 7.4351999999999996e-06, "loss": 0.487, "step": 4650 }, { "epoch": 16.18, "learning_rate": 7.4512e-06, "loss": 0.4853, "step": 4660 }, { "epoch": 16.21, "learning_rate": 7.467199999999999e-06, "loss": 0.4826, "step": 4670 }, { "epoch": 16.25, "learning_rate": 7.4832e-06, "loss": 0.4536, "step": 4680 }, { "epoch": 16.28, "learning_rate": 7.4992e-06, "loss": 0.4747, "step": 4690 }, { "epoch": 16.32, "learning_rate": 7.5152e-06, "loss": 0.4925, "step": 4700 }, { "epoch": 16.35, "learning_rate": 7.5312e-06, "loss": 0.5197, "step": 4710 }, { "epoch": 16.39, "learning_rate": 7.5471999999999995e-06, "loss": 0.481, "step": 4720 }, { "epoch": 16.42, "learning_rate": 7.5632e-06, "loss": 0.4855, "step": 4730 }, { "epoch": 16.46, "learning_rate": 7.5792e-06, "loss": 0.4839, "step": 4740 }, { "epoch": 16.49, "learning_rate": 7.5952e-06, "loss": 0.4653, "step": 4750 }, { "epoch": 16.53, "learning_rate": 7.6112e-06, "loss": 0.5252, "step": 4760 }, { "epoch": 16.56, "learning_rate": 7.6272e-06, "loss": 0.4747, "step": 4770 }, { "epoch": 16.6, "learning_rate": 7.6432e-06, "loss": 0.4679, "step": 4780 }, { "epoch": 16.63, "learning_rate": 7.6592e-06, "loss": 0.4705, "step": 4790 }, { "epoch": 16.66, "learning_rate": 7.6752e-06, "loss": 0.4689, "step": 4800 }, { "epoch": 16.7, "learning_rate": 7.6912e-06, "loss": 0.4694, "step": 4810 }, { "epoch": 16.73, "learning_rate": 7.7072e-06, "loss": 0.5155, "step": 4820 }, { "epoch": 16.77, "learning_rate": 7.7232e-06, "loss": 0.5148, "step": 4830 }, { "epoch": 16.8, "learning_rate": 7.7392e-06, "loss": 0.493, "step": 4840 }, { "epoch": 16.84, "learning_rate": 7.7552e-06, "loss": 0.5057, "step": 4850 }, { "epoch": 16.87, "learning_rate": 7.7712e-06, "loss": 0.4833, "step": 4860 }, { "epoch": 16.91, "learning_rate": 7.7872e-06, "loss": 0.4429, "step": 4870 }, { "epoch": 16.94, "learning_rate": 7.8032e-06, "loss": 0.4557, "step": 4880 }, { "epoch": 16.98, "learning_rate": 7.8192e-06, "loss": 0.4839, "step": 4890 }, { "epoch": 17.0, "eval_loss": 0.6003334522247314, "eval_runtime": 132.3698, "eval_samples_per_second": 4.019, "eval_steps_per_second": 1.005, "eval_wer": 0.3111139679886868, "step": 4896 }, { "epoch": 17.01, "learning_rate": 7.8352e-06, "loss": 0.5301, "step": 4900 }, { "epoch": 17.05, "learning_rate": 7.8512e-06, "loss": 0.4963, "step": 4910 }, { "epoch": 17.08, "learning_rate": 7.8672e-06, "loss": 0.4488, "step": 4920 }, { "epoch": 17.12, "learning_rate": 7.8832e-06, "loss": 0.4498, "step": 4930 }, { "epoch": 17.15, "learning_rate": 7.8992e-06, "loss": 0.4564, "step": 4940 }, { "epoch": 17.19, "learning_rate": 7.9152e-06, "loss": 0.47, "step": 4950 }, { "epoch": 17.22, "learning_rate": 7.9312e-06, "loss": 0.4789, "step": 4960 }, { "epoch": 17.26, "learning_rate": 7.947199999999999e-06, "loss": 0.4687, "step": 4970 }, { "epoch": 17.29, "learning_rate": 7.963199999999999e-06, "loss": 0.4753, "step": 4980 }, { "epoch": 17.33, "learning_rate": 7.9792e-06, "loss": 0.4691, "step": 4990 }, { "epoch": 17.36, "learning_rate": 7.9952e-06, "loss": 0.4769, "step": 5000 }, { "epoch": 17.39, "learning_rate": 7.994042553191488e-06, "loss": 0.4754, "step": 5010 }, { "epoch": 17.43, "learning_rate": 7.985531914893617e-06, "loss": 0.4758, "step": 5020 }, { "epoch": 17.46, "learning_rate": 7.977021276595745e-06, "loss": 0.4789, "step": 5030 }, { "epoch": 17.5, "learning_rate": 7.968510638297872e-06, "loss": 0.5191, "step": 5040 }, { "epoch": 17.53, "learning_rate": 7.96e-06, "loss": 0.4745, "step": 5050 }, { "epoch": 17.57, "learning_rate": 7.951489361702127e-06, "loss": 0.4778, "step": 5060 }, { "epoch": 17.6, "learning_rate": 7.942978723404255e-06, "loss": 0.474, "step": 5070 }, { "epoch": 17.64, "learning_rate": 7.934468085106383e-06, "loss": 0.4794, "step": 5080 }, { "epoch": 17.67, "learning_rate": 7.92595744680851e-06, "loss": 0.4932, "step": 5090 }, { "epoch": 17.71, "learning_rate": 7.917446808510638e-06, "loss": 0.5037, "step": 5100 }, { "epoch": 17.74, "learning_rate": 7.908936170212767e-06, "loss": 0.4708, "step": 5110 }, { "epoch": 17.78, "learning_rate": 7.900425531914893e-06, "loss": 0.4446, "step": 5120 }, { "epoch": 17.81, "learning_rate": 7.891914893617021e-06, "loss": 0.4956, "step": 5130 }, { "epoch": 17.85, "learning_rate": 7.883404255319148e-06, "loss": 0.4956, "step": 5140 }, { "epoch": 17.88, "learning_rate": 7.874893617021276e-06, "loss": 0.4907, "step": 5150 }, { "epoch": 17.91, "learning_rate": 7.866382978723405e-06, "loss": 0.4608, "step": 5160 }, { "epoch": 17.95, "learning_rate": 7.857872340425531e-06, "loss": 0.4997, "step": 5170 }, { "epoch": 17.98, "learning_rate": 7.849361702127658e-06, "loss": 0.4733, "step": 5180 }, { "epoch": 18.0, "eval_loss": 0.5936566591262817, "eval_runtime": 133.7823, "eval_samples_per_second": 3.977, "eval_steps_per_second": 0.994, "eval_wer": 0.30385035675258726, "step": 5184 }, { "epoch": 18.02, "learning_rate": 7.840851063829786e-06, "loss": 0.5199, "step": 5190 }, { "epoch": 18.06, "learning_rate": 7.832340425531915e-06, "loss": 0.4623, "step": 5200 }, { "epoch": 18.09, "learning_rate": 7.823829787234041e-06, "loss": 0.4811, "step": 5210 }, { "epoch": 18.12, "learning_rate": 7.81531914893617e-06, "loss": 0.4668, "step": 5220 }, { "epoch": 18.16, "learning_rate": 7.806808510638298e-06, "loss": 0.4912, "step": 5230 }, { "epoch": 18.19, "learning_rate": 7.798297872340425e-06, "loss": 0.4839, "step": 5240 }, { "epoch": 18.23, "learning_rate": 7.789787234042553e-06, "loss": 0.4634, "step": 5250 }, { "epoch": 18.26, "learning_rate": 7.781276595744681e-06, "loss": 0.4374, "step": 5260 }, { "epoch": 18.3, "learning_rate": 7.772765957446808e-06, "loss": 0.4947, "step": 5270 }, { "epoch": 18.33, "learning_rate": 7.764255319148936e-06, "loss": 0.5125, "step": 5280 }, { "epoch": 18.37, "learning_rate": 7.755744680851063e-06, "loss": 0.5111, "step": 5290 }, { "epoch": 18.4, "learning_rate": 7.747234042553191e-06, "loss": 0.4681, "step": 5300 }, { "epoch": 18.44, "learning_rate": 7.73872340425532e-06, "loss": 0.4393, "step": 5310 }, { "epoch": 18.47, "learning_rate": 7.730212765957446e-06, "loss": 0.4822, "step": 5320 }, { "epoch": 18.51, "learning_rate": 7.721702127659574e-06, "loss": 0.4626, "step": 5330 }, { "epoch": 18.54, "learning_rate": 7.713191489361703e-06, "loss": 0.5142, "step": 5340 }, { "epoch": 18.57, "learning_rate": 7.70468085106383e-06, "loss": 0.4912, "step": 5350 }, { "epoch": 18.61, "learning_rate": 7.696170212765958e-06, "loss": 0.4883, "step": 5360 }, { "epoch": 18.64, "learning_rate": 7.687659574468084e-06, "loss": 0.4442, "step": 5370 }, { "epoch": 18.68, "learning_rate": 7.679148936170212e-06, "loss": 0.4706, "step": 5380 }, { "epoch": 18.71, "learning_rate": 7.67063829787234e-06, "loss": 0.4691, "step": 5390 }, { "epoch": 18.75, "learning_rate": 7.662127659574467e-06, "loss": 0.4764, "step": 5400 }, { "epoch": 18.78, "learning_rate": 7.653617021276596e-06, "loss": 0.4469, "step": 5410 }, { "epoch": 18.82, "learning_rate": 7.645106382978724e-06, "loss": 0.4961, "step": 5420 }, { "epoch": 18.85, "learning_rate": 7.63659574468085e-06, "loss": 0.5096, "step": 5430 }, { "epoch": 18.89, "learning_rate": 7.628085106382978e-06, "loss": 0.5096, "step": 5440 }, { "epoch": 18.92, "learning_rate": 7.6195744680851065e-06, "loss": 0.474, "step": 5450 }, { "epoch": 18.96, "learning_rate": 7.611063829787234e-06, "loss": 0.4563, "step": 5460 }, { "epoch": 18.99, "learning_rate": 7.602553191489361e-06, "loss": 0.4544, "step": 5470 }, { "epoch": 19.0, "eval_loss": 0.5903141498565674, "eval_runtime": 132.6544, "eval_samples_per_second": 4.01, "eval_steps_per_second": 1.003, "eval_wer": 0.3025004820980909, "step": 5472 }, { "epoch": 19.03, "learning_rate": 7.594042553191489e-06, "loss": 0.5091, "step": 5480 }, { "epoch": 19.06, "learning_rate": 7.585531914893617e-06, "loss": 0.4623, "step": 5490 }, { "epoch": 19.1, "learning_rate": 7.577021276595745e-06, "loss": 0.4279, "step": 5500 }, { "epoch": 19.13, "learning_rate": 7.568510638297872e-06, "loss": 0.4936, "step": 5510 }, { "epoch": 19.17, "learning_rate": 7.56e-06, "loss": 0.4928, "step": 5520 }, { "epoch": 19.2, "learning_rate": 7.551489361702128e-06, "loss": 0.4678, "step": 5530 }, { "epoch": 19.24, "learning_rate": 7.542978723404255e-06, "loss": 0.5013, "step": 5540 }, { "epoch": 19.27, "learning_rate": 7.534468085106382e-06, "loss": 0.467, "step": 5550 }, { "epoch": 19.3, "learning_rate": 7.5259574468085095e-06, "loss": 0.4751, "step": 5560 }, { "epoch": 19.34, "learning_rate": 7.517446808510638e-06, "loss": 0.4792, "step": 5570 }, { "epoch": 19.37, "learning_rate": 7.508936170212765e-06, "loss": 0.4714, "step": 5580 }, { "epoch": 19.41, "learning_rate": 7.500425531914893e-06, "loss": 0.4475, "step": 5590 }, { "epoch": 19.44, "learning_rate": 7.491914893617021e-06, "loss": 0.4478, "step": 5600 }, { "epoch": 19.48, "learning_rate": 7.4834042553191485e-06, "loss": 0.4516, "step": 5610 }, { "epoch": 19.51, "learning_rate": 7.474893617021276e-06, "loss": 0.4917, "step": 5620 }, { "epoch": 19.55, "learning_rate": 7.4663829787234035e-06, "loss": 0.4799, "step": 5630 }, { "epoch": 19.58, "learning_rate": 7.457872340425532e-06, "loss": 0.4615, "step": 5640 }, { "epoch": 19.62, "learning_rate": 7.449361702127659e-06, "loss": 0.4605, "step": 5650 }, { "epoch": 19.65, "learning_rate": 7.440851063829787e-06, "loss": 0.4824, "step": 5660 }, { "epoch": 19.69, "learning_rate": 7.432340425531914e-06, "loss": 0.4775, "step": 5670 }, { "epoch": 19.72, "learning_rate": 7.424680851063829e-06, "loss": 0.4762, "step": 5680 }, { "epoch": 19.75, "learning_rate": 7.416170212765957e-06, "loss": 0.4654, "step": 5690 }, { "epoch": 19.79, "learning_rate": 7.407659574468085e-06, "loss": 0.4472, "step": 5700 }, { "epoch": 19.82, "learning_rate": 7.399148936170213e-06, "loss": 0.4971, "step": 5710 }, { "epoch": 19.86, "learning_rate": 7.39063829787234e-06, "loss": 0.5079, "step": 5720 }, { "epoch": 19.89, "learning_rate": 7.382127659574468e-06, "loss": 0.5002, "step": 5730 }, { "epoch": 19.93, "learning_rate": 7.373617021276596e-06, "loss": 0.4706, "step": 5740 }, { "epoch": 19.96, "learning_rate": 7.365106382978723e-06, "loss": 0.458, "step": 5750 }, { "epoch": 20.0, "learning_rate": 7.356595744680851e-06, "loss": 0.4616, "step": 5760 }, { "epoch": 20.0, "eval_loss": 0.6064006686210632, "eval_runtime": 132.8156, "eval_samples_per_second": 4.006, "eval_steps_per_second": 1.001, "eval_wer": 0.2967795847528444, "step": 5760 }, { "epoch": 20.03, "learning_rate": 7.348085106382979e-06, "loss": 0.4895, "step": 5770 }, { "epoch": 20.07, "learning_rate": 7.339574468085106e-06, "loss": 0.4836, "step": 5780 }, { "epoch": 20.1, "learning_rate": 7.331063829787233e-06, "loss": 0.4503, "step": 5790 }, { "epoch": 20.14, "learning_rate": 7.322553191489361e-06, "loss": 0.4281, "step": 5800 }, { "epoch": 20.17, "learning_rate": 7.314042553191489e-06, "loss": 0.4656, "step": 5810 }, { "epoch": 20.21, "learning_rate": 7.3055319148936165e-06, "loss": 0.4534, "step": 5820 }, { "epoch": 20.24, "learning_rate": 7.297021276595744e-06, "loss": 0.4536, "step": 5830 }, { "epoch": 20.28, "learning_rate": 7.2885106382978714e-06, "loss": 0.4409, "step": 5840 }, { "epoch": 20.31, "learning_rate": 7.28e-06, "loss": 0.4836, "step": 5850 }, { "epoch": 20.35, "learning_rate": 7.271489361702127e-06, "loss": 0.4729, "step": 5860 }, { "epoch": 20.38, "learning_rate": 7.262978723404255e-06, "loss": 0.4831, "step": 5870 }, { "epoch": 20.42, "learning_rate": 7.254468085106383e-06, "loss": 0.4458, "step": 5880 }, { "epoch": 20.45, "learning_rate": 7.2459574468085105e-06, "loss": 0.4617, "step": 5890 }, { "epoch": 20.48, "learning_rate": 7.237446808510638e-06, "loss": 0.4805, "step": 5900 }, { "epoch": 20.52, "learning_rate": 7.2289361702127654e-06, "loss": 0.4856, "step": 5910 }, { "epoch": 20.55, "learning_rate": 7.220425531914894e-06, "loss": 0.4696, "step": 5920 }, { "epoch": 20.59, "learning_rate": 7.211914893617021e-06, "loss": 0.4622, "step": 5930 }, { "epoch": 20.62, "learning_rate": 7.203404255319149e-06, "loss": 0.4636, "step": 5940 }, { "epoch": 20.66, "learning_rate": 7.194893617021276e-06, "loss": 0.4748, "step": 5950 }, { "epoch": 20.69, "learning_rate": 7.1863829787234045e-06, "loss": 0.4811, "step": 5960 }, { "epoch": 20.73, "learning_rate": 7.177872340425532e-06, "loss": 0.4762, "step": 5970 }, { "epoch": 20.76, "learning_rate": 7.169361702127659e-06, "loss": 0.4812, "step": 5980 }, { "epoch": 20.8, "learning_rate": 7.160851063829787e-06, "loss": 0.4609, "step": 5990 }, { "epoch": 20.83, "learning_rate": 7.152340425531915e-06, "loss": 0.4819, "step": 6000 }, { "epoch": 20.87, "learning_rate": 7.143829787234043e-06, "loss": 0.5133, "step": 6010 }, { "epoch": 20.9, "learning_rate": 7.135319148936169e-06, "loss": 0.4576, "step": 6020 }, { "epoch": 20.94, "learning_rate": 7.126808510638297e-06, "loss": 0.4457, "step": 6030 }, { "epoch": 20.97, "learning_rate": 7.118297872340425e-06, "loss": 0.475, "step": 6040 }, { "epoch": 21.0, "eval_loss": 0.588329553604126, "eval_runtime": 133.391, "eval_samples_per_second": 3.988, "eval_steps_per_second": 0.997, "eval_wer": 0.29600822780741787, "step": 6048 }, { "epoch": 21.01, "learning_rate": 7.1097872340425526e-06, "loss": 0.5207, "step": 6050 }, { "epoch": 21.04, "learning_rate": 7.10127659574468e-06, "loss": 0.46, "step": 6060 }, { "epoch": 21.08, "learning_rate": 7.092765957446808e-06, "loss": 0.4391, "step": 6070 }, { "epoch": 21.11, "learning_rate": 7.084255319148936e-06, "loss": 0.4726, "step": 6080 }, { "epoch": 21.15, "learning_rate": 7.075744680851063e-06, "loss": 0.4933, "step": 6090 }, { "epoch": 21.18, "learning_rate": 7.067234042553191e-06, "loss": 0.5056, "step": 6100 }, { "epoch": 21.21, "learning_rate": 7.058723404255319e-06, "loss": 0.4792, "step": 6110 }, { "epoch": 21.25, "learning_rate": 7.0502127659574465e-06, "loss": 0.4418, "step": 6120 }, { "epoch": 21.28, "learning_rate": 7.041702127659574e-06, "loss": 0.4512, "step": 6130 }, { "epoch": 21.32, "learning_rate": 7.0331914893617015e-06, "loss": 0.4536, "step": 6140 }, { "epoch": 21.35, "learning_rate": 7.02468085106383e-06, "loss": 0.4961, "step": 6150 }, { "epoch": 21.39, "learning_rate": 7.016170212765957e-06, "loss": 0.4739, "step": 6160 }, { "epoch": 21.42, "learning_rate": 7.007659574468085e-06, "loss": 0.4557, "step": 6170 }, { "epoch": 21.46, "learning_rate": 6.999148936170212e-06, "loss": 0.452, "step": 6180 }, { "epoch": 21.49, "learning_rate": 6.9906382978723405e-06, "loss": 0.4847, "step": 6190 }, { "epoch": 21.53, "learning_rate": 6.982127659574468e-06, "loss": 0.4795, "step": 6200 }, { "epoch": 21.56, "learning_rate": 6.9736170212765955e-06, "loss": 0.4672, "step": 6210 }, { "epoch": 21.6, "learning_rate": 6.965106382978723e-06, "loss": 0.4572, "step": 6220 }, { "epoch": 21.63, "learning_rate": 6.956595744680851e-06, "loss": 0.4136, "step": 6230 }, { "epoch": 21.66, "learning_rate": 6.948085106382979e-06, "loss": 0.4891, "step": 6240 }, { "epoch": 21.7, "learning_rate": 6.939574468085106e-06, "loss": 0.4632, "step": 6250 }, { "epoch": 21.73, "learning_rate": 6.9310638297872345e-06, "loss": 0.4404, "step": 6260 }, { "epoch": 21.77, "learning_rate": 6.922553191489361e-06, "loss": 0.4809, "step": 6270 }, { "epoch": 21.8, "learning_rate": 6.914042553191489e-06, "loss": 0.4557, "step": 6280 }, { "epoch": 21.84, "learning_rate": 6.905531914893616e-06, "loss": 0.4788, "step": 6290 }, { "epoch": 21.87, "learning_rate": 6.897021276595744e-06, "loss": 0.4687, "step": 6300 }, { "epoch": 21.91, "learning_rate": 6.888510638297872e-06, "loss": 0.4798, "step": 6310 }, { "epoch": 21.94, "learning_rate": 6.879999999999999e-06, "loss": 0.4697, "step": 6320 }, { "epoch": 21.98, "learning_rate": 6.871489361702127e-06, "loss": 0.4707, "step": 6330 }, { "epoch": 22.0, "eval_loss": 0.5899641513824463, "eval_runtime": 132.5359, "eval_samples_per_second": 4.014, "eval_steps_per_second": 1.004, "eval_wer": 0.2888088963167706, "step": 6336 }, { "epoch": 22.01, "learning_rate": 6.862978723404255e-06, "loss": 0.562, "step": 6340 }, { "epoch": 22.05, "learning_rate": 6.854468085106383e-06, "loss": 0.443, "step": 6350 }, { "epoch": 22.08, "learning_rate": 6.84595744680851e-06, "loss": 0.4499, "step": 6360 }, { "epoch": 22.12, "learning_rate": 6.8374468085106376e-06, "loss": 0.458, "step": 6370 }, { "epoch": 22.15, "learning_rate": 6.828936170212766e-06, "loss": 0.4721, "step": 6380 }, { "epoch": 22.19, "learning_rate": 6.820425531914893e-06, "loss": 0.4804, "step": 6390 }, { "epoch": 22.22, "learning_rate": 6.811914893617021e-06, "loss": 0.4745, "step": 6400 }, { "epoch": 22.26, "learning_rate": 6.803404255319148e-06, "loss": 0.4592, "step": 6410 }, { "epoch": 22.29, "learning_rate": 6.794893617021277e-06, "loss": 0.4853, "step": 6420 }, { "epoch": 22.33, "learning_rate": 6.786382978723404e-06, "loss": 0.4459, "step": 6430 }, { "epoch": 22.36, "learning_rate": 6.7778723404255315e-06, "loss": 0.4619, "step": 6440 }, { "epoch": 22.39, "learning_rate": 6.76936170212766e-06, "loss": 0.4411, "step": 6450 }, { "epoch": 22.43, "learning_rate": 6.760851063829787e-06, "loss": 0.4136, "step": 6460 }, { "epoch": 22.46, "learning_rate": 6.752340425531915e-06, "loss": 0.4543, "step": 6470 }, { "epoch": 22.5, "learning_rate": 6.743829787234042e-06, "loss": 0.5094, "step": 6480 }, { "epoch": 22.53, "learning_rate": 6.735319148936171e-06, "loss": 0.4592, "step": 6490 }, { "epoch": 22.57, "learning_rate": 6.726808510638298e-06, "loss": 0.4606, "step": 6500 }, { "epoch": 22.6, "learning_rate": 6.7182978723404255e-06, "loss": 0.4549, "step": 6510 }, { "epoch": 22.64, "learning_rate": 6.709787234042552e-06, "loss": 0.4621, "step": 6520 }, { "epoch": 22.67, "learning_rate": 6.7012765957446805e-06, "loss": 0.4713, "step": 6530 }, { "epoch": 22.71, "learning_rate": 6.692765957446808e-06, "loss": 0.4998, "step": 6540 }, { "epoch": 22.74, "learning_rate": 6.684255319148935e-06, "loss": 0.4612, "step": 6550 }, { "epoch": 22.78, "learning_rate": 6.675744680851063e-06, "loss": 0.4323, "step": 6560 }, { "epoch": 22.81, "learning_rate": 6.667234042553191e-06, "loss": 0.4485, "step": 6570 }, { "epoch": 22.85, "learning_rate": 6.658723404255319e-06, "loss": 0.4559, "step": 6580 }, { "epoch": 22.88, "learning_rate": 6.650212765957446e-06, "loss": 0.4806, "step": 6590 }, { "epoch": 22.91, "learning_rate": 6.6417021276595745e-06, "loss": 0.4695, "step": 6600 }, { "epoch": 22.95, "learning_rate": 6.633191489361702e-06, "loss": 0.4478, "step": 6610 }, { "epoch": 22.98, "learning_rate": 6.624680851063829e-06, "loss": 0.4562, "step": 6620 }, { "epoch": 23.0, "eval_loss": 0.5642163157463074, "eval_runtime": 132.8576, "eval_samples_per_second": 4.004, "eval_steps_per_second": 1.001, "eval_wer": 0.2955582695892524, "step": 6624 }, { "epoch": 23.02, "learning_rate": 6.616170212765957e-06, "loss": 0.4739, "step": 6630 }, { "epoch": 23.06, "learning_rate": 6.607659574468085e-06, "loss": 0.4726, "step": 6640 }, { "epoch": 23.09, "learning_rate": 6.599148936170213e-06, "loss": 0.4628, "step": 6650 }, { "epoch": 23.12, "learning_rate": 6.59063829787234e-06, "loss": 0.4497, "step": 6660 }, { "epoch": 23.16, "learning_rate": 6.582127659574468e-06, "loss": 0.4641, "step": 6670 }, { "epoch": 23.19, "learning_rate": 6.573617021276596e-06, "loss": 0.477, "step": 6680 }, { "epoch": 23.23, "learning_rate": 6.565106382978723e-06, "loss": 0.4764, "step": 6690 }, { "epoch": 23.26, "learning_rate": 6.556595744680851e-06, "loss": 0.4382, "step": 6700 }, { "epoch": 23.3, "learning_rate": 6.548085106382978e-06, "loss": 0.4743, "step": 6710 }, { "epoch": 23.33, "learning_rate": 6.539574468085107e-06, "loss": 0.4374, "step": 6720 }, { "epoch": 23.37, "learning_rate": 6.531063829787234e-06, "loss": 0.4587, "step": 6730 }, { "epoch": 23.4, "learning_rate": 6.522553191489362e-06, "loss": 0.4717, "step": 6740 }, { "epoch": 23.44, "learning_rate": 6.514042553191489e-06, "loss": 0.4758, "step": 6750 }, { "epoch": 23.47, "learning_rate": 6.505531914893617e-06, "loss": 0.4621, "step": 6760 }, { "epoch": 23.51, "learning_rate": 6.497021276595744e-06, "loss": 0.4925, "step": 6770 }, { "epoch": 23.54, "learning_rate": 6.4885106382978715e-06, "loss": 0.5269, "step": 6780 }, { "epoch": 23.57, "learning_rate": 6.48e-06, "loss": 0.4422, "step": 6790 }, { "epoch": 23.61, "learning_rate": 6.471489361702127e-06, "loss": 0.4422, "step": 6800 }, { "epoch": 23.64, "learning_rate": 6.462978723404255e-06, "loss": 0.4644, "step": 6810 }, { "epoch": 23.68, "learning_rate": 6.454468085106382e-06, "loss": 0.4728, "step": 6820 }, { "epoch": 23.71, "learning_rate": 6.4459574468085105e-06, "loss": 0.4857, "step": 6830 }, { "epoch": 23.75, "learning_rate": 6.437446808510638e-06, "loss": 0.4416, "step": 6840 }, { "epoch": 23.78, "learning_rate": 6.4289361702127655e-06, "loss": 0.4135, "step": 6850 }, { "epoch": 23.82, "learning_rate": 6.420425531914893e-06, "loss": 0.4769, "step": 6860 }, { "epoch": 23.85, "learning_rate": 6.411914893617021e-06, "loss": 0.4428, "step": 6870 }, { "epoch": 23.89, "learning_rate": 6.403404255319149e-06, "loss": 0.4495, "step": 6880 }, { "epoch": 23.92, "learning_rate": 6.394893617021276e-06, "loss": 0.4582, "step": 6890 }, { "epoch": 23.96, "learning_rate": 6.386382978723404e-06, "loss": 0.4369, "step": 6900 }, { "epoch": 23.99, "learning_rate": 6.377872340425532e-06, "loss": 0.455, "step": 6910 }, { "epoch": 24.0, "eval_loss": 0.5732349753379822, "eval_runtime": 133.5797, "eval_samples_per_second": 3.983, "eval_steps_per_second": 0.996, "eval_wer": 0.28932313428038825, "step": 6912 }, { "epoch": 24.03, "learning_rate": 6.3693617021276595e-06, "loss": 0.5, "step": 6920 }, { "epoch": 24.06, "learning_rate": 6.360851063829787e-06, "loss": 0.4288, "step": 6930 }, { "epoch": 24.1, "learning_rate": 6.352340425531914e-06, "loss": 0.4418, "step": 6940 }, { "epoch": 24.13, "learning_rate": 6.343829787234043e-06, "loss": 0.4671, "step": 6950 }, { "epoch": 24.17, "learning_rate": 6.33531914893617e-06, "loss": 0.4597, "step": 6960 }, { "epoch": 24.2, "learning_rate": 6.326808510638298e-06, "loss": 0.455, "step": 6970 }, { "epoch": 24.24, "learning_rate": 6.318297872340426e-06, "loss": 0.4744, "step": 6980 }, { "epoch": 24.27, "learning_rate": 6.3097872340425534e-06, "loss": 0.4441, "step": 6990 }, { "epoch": 24.3, "learning_rate": 6.301276595744681e-06, "loss": 0.4755, "step": 7000 }, { "epoch": 24.34, "learning_rate": 6.2927659574468075e-06, "loss": 0.4446, "step": 7010 }, { "epoch": 24.37, "learning_rate": 6.284255319148936e-06, "loss": 0.4696, "step": 7020 }, { "epoch": 24.41, "learning_rate": 6.275744680851063e-06, "loss": 0.4845, "step": 7030 }, { "epoch": 24.44, "learning_rate": 6.267234042553191e-06, "loss": 0.42, "step": 7040 }, { "epoch": 24.48, "learning_rate": 6.258723404255318e-06, "loss": 0.4748, "step": 7050 }, { "epoch": 24.51, "learning_rate": 6.250212765957447e-06, "loss": 0.4793, "step": 7060 }, { "epoch": 24.55, "learning_rate": 6.241702127659574e-06, "loss": 0.4424, "step": 7070 }, { "epoch": 24.58, "learning_rate": 6.2331914893617015e-06, "loss": 0.4361, "step": 7080 }, { "epoch": 24.62, "learning_rate": 6.224680851063829e-06, "loss": 0.4495, "step": 7090 }, { "epoch": 24.65, "learning_rate": 6.216170212765957e-06, "loss": 0.4462, "step": 7100 }, { "epoch": 24.69, "learning_rate": 6.207659574468085e-06, "loss": 0.4664, "step": 7110 }, { "epoch": 24.72, "learning_rate": 6.199148936170212e-06, "loss": 0.4676, "step": 7120 }, { "epoch": 24.75, "learning_rate": 6.19063829787234e-06, "loss": 0.4344, "step": 7130 }, { "epoch": 24.79, "learning_rate": 6.182127659574468e-06, "loss": 0.4299, "step": 7140 }, { "epoch": 24.82, "learning_rate": 6.1736170212765955e-06, "loss": 0.4401, "step": 7150 }, { "epoch": 24.86, "learning_rate": 6.165106382978723e-06, "loss": 0.4615, "step": 7160 }, { "epoch": 24.89, "learning_rate": 6.156595744680851e-06, "loss": 0.4462, "step": 7170 }, { "epoch": 24.93, "learning_rate": 6.148085106382979e-06, "loss": 0.4036, "step": 7180 }, { "epoch": 24.96, "learning_rate": 6.139574468085106e-06, "loss": 0.4456, "step": 7190 }, { "epoch": 25.0, "learning_rate": 6.131063829787234e-06, "loss": 0.5011, "step": 7200 }, { "epoch": 25.0, "eval_loss": 0.5611743330955505, "eval_runtime": 133.0769, "eval_samples_per_second": 3.998, "eval_steps_per_second": 0.999, "eval_wer": 0.2875875811531786, "step": 7200 }, { "epoch": 25.03, "learning_rate": 6.122553191489362e-06, "loss": 0.5137, "step": 7210 }, { "epoch": 25.07, "learning_rate": 6.1140425531914895e-06, "loss": 0.458, "step": 7220 }, { "epoch": 25.1, "learning_rate": 6.105531914893617e-06, "loss": 0.439, "step": 7230 }, { "epoch": 25.14, "learning_rate": 6.0970212765957444e-06, "loss": 0.4453, "step": 7240 }, { "epoch": 25.17, "learning_rate": 6.088510638297873e-06, "loss": 0.4853, "step": 7250 }, { "epoch": 25.21, "learning_rate": 6.079999999999999e-06, "loss": 0.4421, "step": 7260 }, { "epoch": 25.24, "learning_rate": 6.071489361702127e-06, "loss": 0.4661, "step": 7270 }, { "epoch": 25.28, "learning_rate": 6.062978723404254e-06, "loss": 0.4201, "step": 7280 }, { "epoch": 25.31, "learning_rate": 6.054468085106383e-06, "loss": 0.4676, "step": 7290 }, { "epoch": 25.35, "learning_rate": 6.04595744680851e-06, "loss": 0.4829, "step": 7300 }, { "epoch": 25.38, "learning_rate": 6.037446808510638e-06, "loss": 0.4608, "step": 7310 }, { "epoch": 25.42, "learning_rate": 6.028936170212766e-06, "loss": 0.4362, "step": 7320 }, { "epoch": 25.45, "learning_rate": 6.020425531914893e-06, "loss": 0.4492, "step": 7330 }, { "epoch": 25.48, "learning_rate": 6.011914893617021e-06, "loss": 0.4829, "step": 7340 }, { "epoch": 25.52, "learning_rate": 6.003404255319148e-06, "loss": 0.4489, "step": 7350 }, { "epoch": 25.55, "learning_rate": 5.994893617021277e-06, "loss": 0.4291, "step": 7360 }, { "epoch": 25.59, "learning_rate": 5.986382978723404e-06, "loss": 0.4341, "step": 7370 }, { "epoch": 25.62, "learning_rate": 5.9778723404255316e-06, "loss": 0.4451, "step": 7380 }, { "epoch": 25.66, "learning_rate": 5.969361702127659e-06, "loss": 0.44, "step": 7390 }, { "epoch": 25.69, "learning_rate": 5.960851063829787e-06, "loss": 0.4811, "step": 7400 }, { "epoch": 25.73, "learning_rate": 5.952340425531915e-06, "loss": 0.4657, "step": 7410 }, { "epoch": 25.76, "learning_rate": 5.943829787234042e-06, "loss": 0.4709, "step": 7420 }, { "epoch": 25.8, "learning_rate": 5.93531914893617e-06, "loss": 0.4489, "step": 7430 }, { "epoch": 25.83, "learning_rate": 5.926808510638298e-06, "loss": 0.426, "step": 7440 }, { "epoch": 25.87, "learning_rate": 5.9182978723404256e-06, "loss": 0.4735, "step": 7450 }, { "epoch": 25.9, "learning_rate": 5.909787234042553e-06, "loss": 0.4428, "step": 7460 }, { "epoch": 25.94, "learning_rate": 5.9012765957446805e-06, "loss": 0.4407, "step": 7470 }, { "epoch": 25.97, "learning_rate": 5.892765957446809e-06, "loss": 0.4658, "step": 7480 }, { "epoch": 26.0, "eval_loss": 0.563091516494751, "eval_runtime": 133.7955, "eval_samples_per_second": 3.976, "eval_steps_per_second": 0.994, "eval_wer": 0.29150864562576334, "step": 7488 }, { "epoch": 26.01, "learning_rate": 5.884255319148936e-06, "loss": 0.5104, "step": 7490 }, { "epoch": 26.04, "learning_rate": 5.875744680851063e-06, "loss": 0.4606, "step": 7500 }, { "epoch": 26.08, "learning_rate": 5.867234042553191e-06, "loss": 0.4494, "step": 7510 }, { "epoch": 26.11, "learning_rate": 5.858723404255319e-06, "loss": 0.4411, "step": 7520 }, { "epoch": 26.15, "learning_rate": 5.850212765957446e-06, "loss": 0.4716, "step": 7530 }, { "epoch": 26.18, "learning_rate": 5.841702127659574e-06, "loss": 0.4661, "step": 7540 }, { "epoch": 26.21, "learning_rate": 5.833191489361702e-06, "loss": 0.4434, "step": 7550 }, { "epoch": 26.25, "learning_rate": 5.8246808510638294e-06, "loss": 0.448, "step": 7560 }, { "epoch": 26.28, "learning_rate": 5.816170212765957e-06, "loss": 0.4399, "step": 7570 }, { "epoch": 26.32, "learning_rate": 5.807659574468084e-06, "loss": 0.4914, "step": 7580 }, { "epoch": 26.35, "learning_rate": 5.799148936170213e-06, "loss": 0.4773, "step": 7590 }, { "epoch": 26.39, "learning_rate": 5.79063829787234e-06, "loss": 0.4539, "step": 7600 }, { "epoch": 26.42, "learning_rate": 5.782127659574468e-06, "loss": 0.4469, "step": 7610 }, { "epoch": 26.46, "learning_rate": 5.773617021276595e-06, "loss": 0.438, "step": 7620 }, { "epoch": 26.49, "learning_rate": 5.7651063829787234e-06, "loss": 0.449, "step": 7630 }, { "epoch": 26.53, "learning_rate": 5.756595744680851e-06, "loss": 0.4478, "step": 7640 }, { "epoch": 26.56, "learning_rate": 5.748085106382978e-06, "loss": 0.4542, "step": 7650 }, { "epoch": 26.6, "learning_rate": 5.739574468085106e-06, "loss": 0.4279, "step": 7660 }, { "epoch": 26.63, "learning_rate": 5.731063829787234e-06, "loss": 0.4255, "step": 7670 }, { "epoch": 26.66, "learning_rate": 5.722553191489362e-06, "loss": 0.4399, "step": 7680 }, { "epoch": 26.7, "learning_rate": 5.714042553191489e-06, "loss": 0.4897, "step": 7690 }, { "epoch": 26.73, "learning_rate": 5.705531914893617e-06, "loss": 0.4693, "step": 7700 }, { "epoch": 26.77, "learning_rate": 5.697021276595745e-06, "loss": 0.4241, "step": 7710 }, { "epoch": 26.8, "learning_rate": 5.688510638297872e-06, "loss": 0.4551, "step": 7720 }, { "epoch": 26.84, "learning_rate": 5.68e-06, "loss": 0.4498, "step": 7730 }, { "epoch": 26.87, "learning_rate": 5.671489361702128e-06, "loss": 0.435, "step": 7740 }, { "epoch": 26.91, "learning_rate": 5.662978723404256e-06, "loss": 0.4649, "step": 7750 }, { "epoch": 26.94, "learning_rate": 5.654468085106382e-06, "loss": 0.4215, "step": 7760 }, { "epoch": 26.98, "learning_rate": 5.64595744680851e-06, "loss": 0.4423, "step": 7770 }, { "epoch": 27.0, "eval_loss": 0.5668238997459412, "eval_runtime": 134.2481, "eval_samples_per_second": 3.963, "eval_steps_per_second": 0.991, "eval_wer": 0.2852735103168991, "step": 7776 }, { "epoch": 27.01, "learning_rate": 5.637446808510638e-06, "loss": 0.4848, "step": 7780 }, { "epoch": 27.05, "learning_rate": 5.6289361702127655e-06, "loss": 0.4462, "step": 7790 }, { "epoch": 27.08, "learning_rate": 5.620425531914893e-06, "loss": 0.4358, "step": 7800 }, { "epoch": 27.12, "learning_rate": 5.6119148936170204e-06, "loss": 0.4406, "step": 7810 }, { "epoch": 27.15, "learning_rate": 5.603404255319149e-06, "loss": 0.4588, "step": 7820 }, { "epoch": 27.19, "learning_rate": 5.594893617021276e-06, "loss": 0.4681, "step": 7830 }, { "epoch": 27.22, "learning_rate": 5.586382978723404e-06, "loss": 0.457, "step": 7840 }, { "epoch": 27.26, "learning_rate": 5.577872340425531e-06, "loss": 0.3994, "step": 7850 }, { "epoch": 27.29, "learning_rate": 5.5693617021276595e-06, "loss": 0.4579, "step": 7860 }, { "epoch": 27.33, "learning_rate": 5.561702127659575e-06, "loss": 0.4507, "step": 7870 }, { "epoch": 27.36, "learning_rate": 5.553191489361702e-06, "loss": 0.4456, "step": 7880 }, { "epoch": 27.39, "learning_rate": 5.54468085106383e-06, "loss": 0.4618, "step": 7890 }, { "epoch": 27.43, "learning_rate": 5.536170212765957e-06, "loss": 0.4263, "step": 7900 }, { "epoch": 27.46, "learning_rate": 5.527659574468085e-06, "loss": 0.432, "step": 7910 }, { "epoch": 27.5, "learning_rate": 5.519148936170213e-06, "loss": 0.4393, "step": 7920 }, { "epoch": 27.53, "learning_rate": 5.51063829787234e-06, "loss": 0.4445, "step": 7930 }, { "epoch": 27.57, "learning_rate": 5.502127659574468e-06, "loss": 0.4639, "step": 7940 }, { "epoch": 27.6, "learning_rate": 5.493617021276596e-06, "loss": 0.4471, "step": 7950 }, { "epoch": 27.64, "learning_rate": 5.4851063829787236e-06, "loss": 0.4213, "step": 7960 }, { "epoch": 27.67, "learning_rate": 5.476595744680851e-06, "loss": 0.4747, "step": 7970 }, { "epoch": 27.71, "learning_rate": 5.468085106382978e-06, "loss": 0.4627, "step": 7980 }, { "epoch": 27.74, "learning_rate": 5.459574468085106e-06, "loss": 0.4492, "step": 7990 }, { "epoch": 27.78, "learning_rate": 5.4510638297872334e-06, "loss": 0.4158, "step": 8000 }, { "epoch": 27.81, "learning_rate": 5.442553191489361e-06, "loss": 0.4476, "step": 8010 }, { "epoch": 27.85, "learning_rate": 5.434042553191489e-06, "loss": 0.4516, "step": 8020 }, { "epoch": 27.88, "learning_rate": 5.425531914893617e-06, "loss": 0.4435, "step": 8030 }, { "epoch": 27.91, "learning_rate": 5.417021276595744e-06, "loss": 0.4603, "step": 8040 }, { "epoch": 27.95, "learning_rate": 5.408510638297872e-06, "loss": 0.4339, "step": 8050 }, { "epoch": 27.98, "learning_rate": 5.4e-06, "loss": 0.4287, "step": 8060 }, { "epoch": 28.0, "eval_loss": 0.5664469599723816, "eval_runtime": 133.0789, "eval_samples_per_second": 3.998, "eval_steps_per_second": 0.999, "eval_wer": 0.28469499260782927, "step": 8064 }, { "epoch": 28.02, "learning_rate": 5.3914893617021274e-06, "loss": 0.4908, "step": 8070 }, { "epoch": 28.06, "learning_rate": 5.382978723404255e-06, "loss": 0.4646, "step": 8080 }, { "epoch": 28.09, "learning_rate": 5.374468085106382e-06, "loss": 0.4049, "step": 8090 }, { "epoch": 28.12, "learning_rate": 5.365957446808511e-06, "loss": 0.4424, "step": 8100 }, { "epoch": 28.16, "learning_rate": 5.357446808510638e-06, "loss": 0.4506, "step": 8110 }, { "epoch": 28.19, "learning_rate": 5.348936170212766e-06, "loss": 0.4401, "step": 8120 }, { "epoch": 28.23, "learning_rate": 5.340425531914893e-06, "loss": 0.4478, "step": 8130 }, { "epoch": 28.26, "learning_rate": 5.3319148936170214e-06, "loss": 0.4495, "step": 8140 }, { "epoch": 28.3, "learning_rate": 5.323404255319149e-06, "loss": 0.4561, "step": 8150 }, { "epoch": 28.33, "learning_rate": 5.314893617021276e-06, "loss": 0.4784, "step": 8160 }, { "epoch": 28.37, "learning_rate": 5.306382978723405e-06, "loss": 0.4633, "step": 8170 }, { "epoch": 28.4, "learning_rate": 5.297872340425532e-06, "loss": 0.4623, "step": 8180 }, { "epoch": 28.44, "learning_rate": 5.28936170212766e-06, "loss": 0.4255, "step": 8190 }, { "epoch": 28.47, "learning_rate": 5.280851063829787e-06, "loss": 0.4213, "step": 8200 }, { "epoch": 28.51, "learning_rate": 5.272340425531915e-06, "loss": 0.4664, "step": 8210 }, { "epoch": 28.54, "learning_rate": 5.263829787234043e-06, "loss": 0.4707, "step": 8220 }, { "epoch": 28.57, "learning_rate": 5.2553191489361695e-06, "loss": 0.4314, "step": 8230 }, { "epoch": 28.61, "learning_rate": 5.246808510638297e-06, "loss": 0.4262, "step": 8240 }, { "epoch": 28.64, "learning_rate": 5.238297872340425e-06, "loss": 0.4501, "step": 8250 }, { "epoch": 28.68, "learning_rate": 5.229787234042553e-06, "loss": 0.4495, "step": 8260 }, { "epoch": 28.71, "learning_rate": 5.22127659574468e-06, "loss": 0.4672, "step": 8270 }, { "epoch": 28.75, "learning_rate": 5.212765957446808e-06, "loss": 0.444, "step": 8280 }, { "epoch": 28.78, "learning_rate": 5.204255319148936e-06, "loss": 0.4379, "step": 8290 }, { "epoch": 28.82, "learning_rate": 5.1957446808510635e-06, "loss": 0.453, "step": 8300 }, { "epoch": 28.85, "learning_rate": 5.187234042553191e-06, "loss": 0.4379, "step": 8310 }, { "epoch": 28.89, "learning_rate": 5.1787234042553184e-06, "loss": 0.4383, "step": 8320 }, { "epoch": 28.92, "learning_rate": 5.170212765957447e-06, "loss": 0.4279, "step": 8330 }, { "epoch": 28.96, "learning_rate": 5.161702127659574e-06, "loss": 0.426, "step": 8340 }, { "epoch": 28.99, "learning_rate": 5.153191489361702e-06, "loss": 0.4634, "step": 8350 }, { "epoch": 29.0, "eval_loss": 0.5687233209609985, "eval_runtime": 134.6333, "eval_samples_per_second": 3.951, "eval_steps_per_second": 0.988, "eval_wer": 0.2874590216622742, "step": 8352 }, { "epoch": 29.03, "learning_rate": 5.14468085106383e-06, "loss": 0.4244, "step": 8360 }, { "epoch": 29.06, "learning_rate": 5.1361702127659575e-06, "loss": 0.4715, "step": 8370 }, { "epoch": 29.1, "learning_rate": 5.127659574468085e-06, "loss": 0.4182, "step": 8380 }, { "epoch": 29.13, "learning_rate": 5.1191489361702124e-06, "loss": 0.459, "step": 8390 }, { "epoch": 29.17, "learning_rate": 5.110638297872341e-06, "loss": 0.4341, "step": 8400 }, { "epoch": 29.2, "learning_rate": 5.102127659574468e-06, "loss": 0.4355, "step": 8410 }, { "epoch": 29.24, "learning_rate": 5.093617021276596e-06, "loss": 0.4569, "step": 8420 }, { "epoch": 29.27, "learning_rate": 5.085106382978723e-06, "loss": 0.3944, "step": 8430 }, { "epoch": 29.3, "learning_rate": 5.0765957446808515e-06, "loss": 0.4266, "step": 8440 }, { "epoch": 29.34, "learning_rate": 5.068085106382979e-06, "loss": 0.4668, "step": 8450 }, { "epoch": 29.37, "learning_rate": 5.059574468085106e-06, "loss": 0.4222, "step": 8460 }, { "epoch": 29.41, "learning_rate": 5.051063829787233e-06, "loss": 0.4542, "step": 8470 }, { "epoch": 29.44, "learning_rate": 5.042553191489361e-06, "loss": 0.42, "step": 8480 }, { "epoch": 29.48, "learning_rate": 5.034042553191489e-06, "loss": 0.4644, "step": 8490 }, { "epoch": 29.51, "learning_rate": 5.025531914893616e-06, "loss": 0.4568, "step": 8500 }, { "epoch": 29.55, "learning_rate": 5.017021276595744e-06, "loss": 0.4369, "step": 8510 }, { "epoch": 29.58, "learning_rate": 5.008510638297872e-06, "loss": 0.4198, "step": 8520 }, { "epoch": 29.62, "learning_rate": 4.9999999999999996e-06, "loss": 0.4286, "step": 8530 }, { "epoch": 29.65, "learning_rate": 4.991489361702127e-06, "loss": 0.4463, "step": 8540 }, { "epoch": 29.69, "learning_rate": 4.982978723404255e-06, "loss": 0.4491, "step": 8550 }, { "epoch": 29.72, "learning_rate": 4.974468085106383e-06, "loss": 0.4651, "step": 8560 }, { "epoch": 29.75, "learning_rate": 4.96595744680851e-06, "loss": 0.4399, "step": 8570 }, { "epoch": 29.79, "learning_rate": 4.957446808510638e-06, "loss": 0.4016, "step": 8580 }, { "epoch": 29.82, "learning_rate": 4.948936170212766e-06, "loss": 0.4548, "step": 8590 }, { "epoch": 29.86, "learning_rate": 4.9404255319148936e-06, "loss": 0.4949, "step": 8600 }, { "epoch": 29.89, "learning_rate": 4.931914893617021e-06, "loss": 0.4648, "step": 8610 }, { "epoch": 29.93, "learning_rate": 4.9234042553191485e-06, "loss": 0.4253, "step": 8620 }, { "epoch": 29.96, "learning_rate": 4.914893617021277e-06, "loss": 0.4524, "step": 8630 }, { "epoch": 30.0, "learning_rate": 4.906382978723404e-06, "loss": 0.4413, "step": 8640 }, { "epoch": 30.0, "eval_loss": 0.5683608055114746, "eval_runtime": 131.8613, "eval_samples_per_second": 4.035, "eval_steps_per_second": 1.009, "eval_wer": 0.295429710098348, "step": 8640 }, { "epoch": 30.03, "learning_rate": 4.897872340425532e-06, "loss": 0.4603, "step": 8650 }, { "epoch": 30.07, "learning_rate": 4.889361702127659e-06, "loss": 0.4516, "step": 8660 }, { "epoch": 30.1, "learning_rate": 4.8808510638297875e-06, "loss": 0.4476, "step": 8670 }, { "epoch": 30.14, "learning_rate": 4.872340425531915e-06, "loss": 0.4528, "step": 8680 }, { "epoch": 30.17, "learning_rate": 4.8638297872340425e-06, "loss": 0.4464, "step": 8690 }, { "epoch": 30.21, "learning_rate": 4.85531914893617e-06, "loss": 0.4193, "step": 8700 }, { "epoch": 30.24, "learning_rate": 4.846808510638298e-06, "loss": 0.4178, "step": 8710 }, { "epoch": 30.28, "learning_rate": 4.838297872340425e-06, "loss": 0.399, "step": 8720 }, { "epoch": 30.31, "learning_rate": 4.829787234042552e-06, "loss": 0.4386, "step": 8730 }, { "epoch": 30.35, "learning_rate": 4.821276595744681e-06, "loss": 0.465, "step": 8740 }, { "epoch": 30.38, "learning_rate": 4.812765957446808e-06, "loss": 0.4304, "step": 8750 }, { "epoch": 30.42, "learning_rate": 4.804255319148936e-06, "loss": 0.4718, "step": 8760 }, { "epoch": 30.45, "learning_rate": 4.795744680851063e-06, "loss": 0.4136, "step": 8770 }, { "epoch": 30.48, "learning_rate": 4.787234042553191e-06, "loss": 0.4442, "step": 8780 }, { "epoch": 30.52, "learning_rate": 4.778723404255319e-06, "loss": 0.4509, "step": 8790 }, { "epoch": 30.55, "learning_rate": 4.770212765957446e-06, "loss": 0.4563, "step": 8800 }, { "epoch": 30.59, "learning_rate": 4.761702127659574e-06, "loss": 0.4422, "step": 8810 }, { "epoch": 30.62, "learning_rate": 4.753191489361702e-06, "loss": 0.4259, "step": 8820 }, { "epoch": 30.66, "learning_rate": 4.74468085106383e-06, "loss": 0.4331, "step": 8830 }, { "epoch": 30.69, "learning_rate": 4.736170212765957e-06, "loss": 0.4595, "step": 8840 }, { "epoch": 30.73, "learning_rate": 4.7276595744680846e-06, "loss": 0.4269, "step": 8850 }, { "epoch": 30.76, "learning_rate": 4.719148936170213e-06, "loss": 0.4405, "step": 8860 }, { "epoch": 30.8, "learning_rate": 4.71063829787234e-06, "loss": 0.4133, "step": 8870 }, { "epoch": 30.83, "learning_rate": 4.702127659574468e-06, "loss": 0.445, "step": 8880 }, { "epoch": 30.87, "learning_rate": 4.693617021276595e-06, "loss": 0.4755, "step": 8890 }, { "epoch": 30.9, "learning_rate": 4.685106382978724e-06, "loss": 0.4147, "step": 8900 }, { "epoch": 30.94, "learning_rate": 4.676595744680851e-06, "loss": 0.408, "step": 8910 }, { "epoch": 30.97, "learning_rate": 4.6680851063829785e-06, "loss": 0.4385, "step": 8920 }, { "epoch": 31.0, "eval_loss": 0.5601801872253418, "eval_runtime": 132.6008, "eval_samples_per_second": 4.012, "eval_steps_per_second": 1.003, "eval_wer": 0.2800668509352703, "step": 8928 }, { "epoch": 31.01, "learning_rate": 4.659574468085107e-06, "loss": 0.4796, "step": 8930 }, { "epoch": 31.04, "learning_rate": 4.651063829787234e-06, "loss": 0.4404, "step": 8940 }, { "epoch": 31.08, "learning_rate": 4.642553191489362e-06, "loss": 0.4353, "step": 8950 }, { "epoch": 31.11, "learning_rate": 4.6340425531914884e-06, "loss": 0.4253, "step": 8960 }, { "epoch": 31.15, "learning_rate": 4.625531914893617e-06, "loss": 0.4624, "step": 8970 }, { "epoch": 31.18, "learning_rate": 4.617021276595744e-06, "loss": 0.4239, "step": 8980 }, { "epoch": 31.21, "learning_rate": 4.608510638297872e-06, "loss": 0.4264, "step": 8990 }, { "epoch": 31.25, "learning_rate": 4.599999999999999e-06, "loss": 0.4259, "step": 9000 }, { "epoch": 31.28, "learning_rate": 4.5914893617021275e-06, "loss": 0.4292, "step": 9010 }, { "epoch": 31.32, "learning_rate": 4.582978723404255e-06, "loss": 0.4115, "step": 9020 }, { "epoch": 31.35, "learning_rate": 4.574468085106382e-06, "loss": 0.4872, "step": 9030 }, { "epoch": 31.39, "learning_rate": 4.56595744680851e-06, "loss": 0.4342, "step": 9040 }, { "epoch": 31.42, "learning_rate": 4.557446808510638e-06, "loss": 0.4272, "step": 9050 }, { "epoch": 31.46, "learning_rate": 4.548936170212766e-06, "loss": 0.4144, "step": 9060 }, { "epoch": 31.49, "learning_rate": 4.540425531914893e-06, "loss": 0.4412, "step": 9070 }, { "epoch": 31.53, "learning_rate": 4.5319148936170215e-06, "loss": 0.4591, "step": 9080 }, { "epoch": 31.56, "learning_rate": 4.523404255319149e-06, "loss": 0.4421, "step": 9090 }, { "epoch": 31.6, "learning_rate": 4.514893617021276e-06, "loss": 0.4473, "step": 9100 }, { "epoch": 31.63, "learning_rate": 4.506382978723404e-06, "loss": 0.404, "step": 9110 }, { "epoch": 31.66, "learning_rate": 4.497872340425532e-06, "loss": 0.4556, "step": 9120 }, { "epoch": 31.7, "learning_rate": 4.48936170212766e-06, "loss": 0.4476, "step": 9130 }, { "epoch": 31.73, "learning_rate": 4.480851063829787e-06, "loss": 0.4237, "step": 9140 }, { "epoch": 31.77, "learning_rate": 4.472340425531915e-06, "loss": 0.4422, "step": 9150 }, { "epoch": 31.8, "learning_rate": 4.463829787234043e-06, "loss": 0.4305, "step": 9160 }, { "epoch": 31.84, "learning_rate": 4.45531914893617e-06, "loss": 0.4295, "step": 9170 }, { "epoch": 31.87, "learning_rate": 4.446808510638298e-06, "loss": 0.4797, "step": 9180 }, { "epoch": 31.91, "learning_rate": 4.438297872340425e-06, "loss": 0.4231, "step": 9190 }, { "epoch": 31.94, "learning_rate": 4.429787234042554e-06, "loss": 0.4371, "step": 9200 }, { "epoch": 31.98, "learning_rate": 4.421276595744681e-06, "loss": 0.4557, "step": 9210 }, { "epoch": 32.0, "eval_loss": 0.5636705756187439, "eval_runtime": 133.3263, "eval_samples_per_second": 3.99, "eval_steps_per_second": 0.998, "eval_wer": 0.27466735231728484, "step": 9216 }, { "epoch": 32.01, "learning_rate": 4.412765957446808e-06, "loss": 0.4727, "step": 9220 }, { "epoch": 32.05, "learning_rate": 4.404255319148935e-06, "loss": 0.4599, "step": 9230 }, { "epoch": 32.08, "learning_rate": 4.3957446808510635e-06, "loss": 0.4019, "step": 9240 }, { "epoch": 32.12, "learning_rate": 4.387234042553191e-06, "loss": 0.4084, "step": 9250 }, { "epoch": 32.15, "learning_rate": 4.3787234042553185e-06, "loss": 0.4386, "step": 9260 }, { "epoch": 32.19, "learning_rate": 4.370212765957447e-06, "loss": 0.4857, "step": 9270 }, { "epoch": 32.22, "learning_rate": 4.361702127659574e-06, "loss": 0.4431, "step": 9280 }, { "epoch": 32.26, "learning_rate": 4.353191489361702e-06, "loss": 0.4415, "step": 9290 }, { "epoch": 32.29, "learning_rate": 4.344680851063829e-06, "loss": 0.4383, "step": 9300 }, { "epoch": 32.33, "learning_rate": 4.3361702127659575e-06, "loss": 0.4288, "step": 9310 }, { "epoch": 32.36, "learning_rate": 4.327659574468085e-06, "loss": 0.4504, "step": 9320 }, { "epoch": 32.39, "learning_rate": 4.3191489361702125e-06, "loss": 0.4293, "step": 9330 }, { "epoch": 32.43, "learning_rate": 4.31063829787234e-06, "loss": 0.4084, "step": 9340 }, { "epoch": 32.46, "learning_rate": 4.302127659574468e-06, "loss": 0.4499, "step": 9350 }, { "epoch": 32.5, "learning_rate": 4.293617021276596e-06, "loss": 0.4591, "step": 9360 }, { "epoch": 32.53, "learning_rate": 4.285106382978723e-06, "loss": 0.4292, "step": 9370 }, { "epoch": 32.57, "learning_rate": 4.276595744680851e-06, "loss": 0.4, "step": 9380 }, { "epoch": 32.6, "learning_rate": 4.268085106382979e-06, "loss": 0.3918, "step": 9390 }, { "epoch": 32.64, "learning_rate": 4.2595744680851065e-06, "loss": 0.4227, "step": 9400 }, { "epoch": 32.67, "learning_rate": 4.251063829787234e-06, "loss": 0.4472, "step": 9410 }, { "epoch": 32.71, "learning_rate": 4.242553191489361e-06, "loss": 0.4557, "step": 9420 }, { "epoch": 32.74, "learning_rate": 4.23404255319149e-06, "loss": 0.4267, "step": 9430 }, { "epoch": 32.78, "learning_rate": 4.225531914893617e-06, "loss": 0.4154, "step": 9440 }, { "epoch": 32.81, "learning_rate": 4.217021276595745e-06, "loss": 0.4383, "step": 9450 }, { "epoch": 32.85, "learning_rate": 4.208510638297873e-06, "loss": 0.4675, "step": 9460 }, { "epoch": 32.88, "learning_rate": 4.2e-06, "loss": 0.4231, "step": 9470 }, { "epoch": 32.91, "learning_rate": 4.191489361702127e-06, "loss": 0.4229, "step": 9480 }, { "epoch": 32.95, "learning_rate": 4.1829787234042545e-06, "loss": 0.4006, "step": 9490 }, { "epoch": 32.98, "learning_rate": 4.174468085106383e-06, "loss": 0.4344, "step": 9500 }, { "epoch": 33.0, "eval_loss": 0.5689535737037659, "eval_runtime": 134.4411, "eval_samples_per_second": 3.957, "eval_steps_per_second": 0.989, "eval_wer": 0.2853377900623513, "step": 9504 }, { "epoch": 33.02, "learning_rate": 4.16595744680851e-06, "loss": 0.4484, "step": 9510 }, { "epoch": 33.06, "learning_rate": 4.157446808510638e-06, "loss": 0.4377, "step": 9520 }, { "epoch": 33.09, "learning_rate": 4.148936170212765e-06, "loss": 0.427, "step": 9530 }, { "epoch": 33.12, "learning_rate": 4.140425531914894e-06, "loss": 0.4336, "step": 9540 }, { "epoch": 33.16, "learning_rate": 4.131914893617021e-06, "loss": 0.4454, "step": 9550 }, { "epoch": 33.19, "learning_rate": 4.1234042553191485e-06, "loss": 0.4398, "step": 9560 }, { "epoch": 33.23, "learning_rate": 4.114893617021276e-06, "loss": 0.4501, "step": 9570 }, { "epoch": 33.26, "learning_rate": 4.106382978723404e-06, "loss": 0.4232, "step": 9580 }, { "epoch": 33.3, "learning_rate": 4.097872340425532e-06, "loss": 0.4278, "step": 9590 }, { "epoch": 33.33, "learning_rate": 4.089361702127659e-06, "loss": 0.4328, "step": 9600 }, { "epoch": 33.37, "learning_rate": 4.080851063829787e-06, "loss": 0.4647, "step": 9610 }, { "epoch": 33.4, "learning_rate": 4.072340425531915e-06, "loss": 0.4371, "step": 9620 }, { "epoch": 33.44, "learning_rate": 4.0638297872340425e-06, "loss": 0.424, "step": 9630 }, { "epoch": 33.47, "learning_rate": 4.05531914893617e-06, "loss": 0.4555, "step": 9640 }, { "epoch": 33.51, "learning_rate": 4.046808510638298e-06, "loss": 0.4805, "step": 9650 }, { "epoch": 33.54, "learning_rate": 4.038297872340426e-06, "loss": 0.4349, "step": 9660 }, { "epoch": 33.57, "learning_rate": 4.029787234042553e-06, "loss": 0.4339, "step": 9670 }, { "epoch": 33.61, "learning_rate": 4.021276595744681e-06, "loss": 0.4088, "step": 9680 }, { "epoch": 33.64, "learning_rate": 4.012765957446809e-06, "loss": 0.4114, "step": 9690 }, { "epoch": 33.68, "learning_rate": 4.0042553191489365e-06, "loss": 0.4259, "step": 9700 }, { "epoch": 33.71, "learning_rate": 3.995744680851063e-06, "loss": 0.4222, "step": 9710 }, { "epoch": 33.75, "learning_rate": 3.9872340425531914e-06, "loss": 0.4105, "step": 9720 }, { "epoch": 33.78, "learning_rate": 3.978723404255319e-06, "loss": 0.4159, "step": 9730 }, { "epoch": 33.82, "learning_rate": 3.970212765957446e-06, "loss": 0.453, "step": 9740 }, { "epoch": 33.85, "learning_rate": 3.961702127659574e-06, "loss": 0.4618, "step": 9750 }, { "epoch": 33.89, "learning_rate": 3.953191489361702e-06, "loss": 0.4249, "step": 9760 }, { "epoch": 33.92, "learning_rate": 3.94468085106383e-06, "loss": 0.4381, "step": 9770 }, { "epoch": 33.96, "learning_rate": 3.936170212765957e-06, "loss": 0.4322, "step": 9780 }, { "epoch": 33.99, "learning_rate": 3.927659574468085e-06, "loss": 0.4264, "step": 9790 }, { "epoch": 34.0, "eval_loss": 0.5652894973754883, "eval_runtime": 133.9685, "eval_samples_per_second": 3.971, "eval_steps_per_second": 0.993, "eval_wer": 0.2865591052259433, "step": 9792 }, { "epoch": 34.03, "learning_rate": 3.919148936170213e-06, "loss": 0.4907, "step": 9800 }, { "epoch": 34.06, "learning_rate": 3.91063829787234e-06, "loss": 0.4436, "step": 9810 }, { "epoch": 34.1, "learning_rate": 3.902127659574468e-06, "loss": 0.4247, "step": 9820 }, { "epoch": 34.13, "learning_rate": 3.893617021276596e-06, "loss": 0.4515, "step": 9830 }, { "epoch": 34.17, "learning_rate": 3.885106382978723e-06, "loss": 0.4615, "step": 9840 }, { "epoch": 34.2, "learning_rate": 3.876595744680851e-06, "loss": 0.4238, "step": 9850 }, { "epoch": 34.24, "learning_rate": 3.868085106382979e-06, "loss": 0.4262, "step": 9860 }, { "epoch": 34.27, "learning_rate": 3.859574468085106e-06, "loss": 0.4094, "step": 9870 }, { "epoch": 34.3, "learning_rate": 3.8510638297872335e-06, "loss": 0.4608, "step": 9880 }, { "epoch": 34.34, "learning_rate": 3.842553191489362e-06, "loss": 0.4506, "step": 9890 }, { "epoch": 34.37, "learning_rate": 3.834042553191489e-06, "loss": 0.4427, "step": 9900 }, { "epoch": 34.41, "learning_rate": 3.825531914893617e-06, "loss": 0.4177, "step": 9910 }, { "epoch": 34.44, "learning_rate": 3.817021276595744e-06, "loss": 0.4178, "step": 9920 }, { "epoch": 34.48, "learning_rate": 3.808510638297872e-06, "loss": 0.4193, "step": 9930 }, { "epoch": 34.51, "learning_rate": 3.7999999999999996e-06, "loss": 0.4132, "step": 9940 }, { "epoch": 34.55, "learning_rate": 3.7914893617021275e-06, "loss": 0.432, "step": 9950 }, { "epoch": 34.58, "learning_rate": 3.782978723404255e-06, "loss": 0.4413, "step": 9960 }, { "epoch": 34.62, "learning_rate": 3.774468085106383e-06, "loss": 0.3887, "step": 9970 }, { "epoch": 34.65, "learning_rate": 3.7659574468085108e-06, "loss": 0.4263, "step": 9980 }, { "epoch": 34.69, "learning_rate": 3.7574468085106382e-06, "loss": 0.467, "step": 9990 }, { "epoch": 34.72, "learning_rate": 3.748936170212766e-06, "loss": 0.4154, "step": 10000 }, { "epoch": 34.75, "learning_rate": 3.7404255319148936e-06, "loss": 0.4348, "step": 10010 }, { "epoch": 34.79, "learning_rate": 3.731914893617021e-06, "loss": 0.3973, "step": 10020 }, { "epoch": 34.82, "learning_rate": 3.7234042553191485e-06, "loss": 0.4246, "step": 10030 }, { "epoch": 34.86, "learning_rate": 3.7148936170212764e-06, "loss": 0.4527, "step": 10040 }, { "epoch": 34.89, "learning_rate": 3.706382978723404e-06, "loss": 0.424, "step": 10050 }, { "epoch": 34.93, "learning_rate": 3.697872340425532e-06, "loss": 0.3972, "step": 10060 }, { "epoch": 34.96, "learning_rate": 3.6893617021276593e-06, "loss": 0.4456, "step": 10070 }, { "epoch": 35.0, "learning_rate": 3.680851063829787e-06, "loss": 0.4395, "step": 10080 }, { "epoch": 35.0, "eval_loss": 0.5764341354370117, "eval_runtime": 132.9016, "eval_samples_per_second": 4.003, "eval_steps_per_second": 1.001, "eval_wer": 0.2807739281352446, "step": 10080 }, { "epoch": 35.03, "learning_rate": 3.6723404255319146e-06, "loss": 0.4322, "step": 10090 }, { "epoch": 35.07, "learning_rate": 3.6638297872340425e-06, "loss": 0.425, "step": 10100 }, { "epoch": 35.1, "learning_rate": 3.65531914893617e-06, "loss": 0.3907, "step": 10110 }, { "epoch": 35.14, "learning_rate": 3.646808510638298e-06, "loss": 0.4557, "step": 10120 }, { "epoch": 35.17, "learning_rate": 3.6382978723404254e-06, "loss": 0.451, "step": 10130 }, { "epoch": 35.21, "learning_rate": 3.629787234042553e-06, "loss": 0.436, "step": 10140 }, { "epoch": 35.24, "learning_rate": 3.6212765957446803e-06, "loss": 0.4283, "step": 10150 }, { "epoch": 35.28, "learning_rate": 3.612765957446808e-06, "loss": 0.4228, "step": 10160 }, { "epoch": 35.31, "learning_rate": 3.604255319148936e-06, "loss": 0.4419, "step": 10170 }, { "epoch": 35.35, "learning_rate": 3.5957446808510636e-06, "loss": 0.4605, "step": 10180 }, { "epoch": 35.38, "learning_rate": 3.5872340425531915e-06, "loss": 0.4174, "step": 10190 }, { "epoch": 35.42, "learning_rate": 3.578723404255319e-06, "loss": 0.4318, "step": 10200 }, { "epoch": 35.45, "learning_rate": 3.570212765957447e-06, "loss": 0.4059, "step": 10210 }, { "epoch": 35.48, "learning_rate": 3.5617021276595743e-06, "loss": 0.444, "step": 10220 }, { "epoch": 35.52, "learning_rate": 3.553191489361702e-06, "loss": 0.4261, "step": 10230 }, { "epoch": 35.55, "learning_rate": 3.5446808510638297e-06, "loss": 0.4416, "step": 10240 }, { "epoch": 35.59, "learning_rate": 3.5361702127659576e-06, "loss": 0.4183, "step": 10250 }, { "epoch": 35.62, "learning_rate": 3.5276595744680846e-06, "loss": 0.4159, "step": 10260 }, { "epoch": 35.66, "learning_rate": 3.5191489361702125e-06, "loss": 0.4209, "step": 10270 }, { "epoch": 35.69, "learning_rate": 3.51063829787234e-06, "loss": 0.4594, "step": 10280 }, { "epoch": 35.73, "learning_rate": 3.502127659574468e-06, "loss": 0.4146, "step": 10290 }, { "epoch": 35.76, "learning_rate": 3.4936170212765953e-06, "loss": 0.429, "step": 10300 }, { "epoch": 35.8, "learning_rate": 3.4851063829787232e-06, "loss": 0.4081, "step": 10310 }, { "epoch": 35.83, "learning_rate": 3.4765957446808507e-06, "loss": 0.4198, "step": 10320 }, { "epoch": 35.87, "learning_rate": 3.4680851063829786e-06, "loss": 0.444, "step": 10330 }, { "epoch": 35.9, "learning_rate": 3.4595744680851065e-06, "loss": 0.4591, "step": 10340 }, { "epoch": 35.94, "learning_rate": 3.451063829787234e-06, "loss": 0.3977, "step": 10350 }, { "epoch": 35.97, "learning_rate": 3.442553191489362e-06, "loss": 0.4278, "step": 10360 }, { "epoch": 36.0, "eval_loss": 0.5757846832275391, "eval_runtime": 134.8971, "eval_samples_per_second": 3.944, "eval_steps_per_second": 0.986, "eval_wer": 0.2760815067172334, "step": 10368 }, { "epoch": 36.01, "learning_rate": 3.4340425531914893e-06, "loss": 0.4533, "step": 10370 }, { "epoch": 36.04, "learning_rate": 3.4255319148936172e-06, "loss": 0.402, "step": 10380 }, { "epoch": 36.08, "learning_rate": 3.4170212765957443e-06, "loss": 0.4124, "step": 10390 }, { "epoch": 36.11, "learning_rate": 3.408510638297872e-06, "loss": 0.4056, "step": 10400 }, { "epoch": 36.15, "learning_rate": 3.3999999999999996e-06, "loss": 0.401, "step": 10410 }, { "epoch": 36.18, "learning_rate": 3.3914893617021275e-06, "loss": 0.4451, "step": 10420 }, { "epoch": 36.21, "learning_rate": 3.382978723404255e-06, "loss": 0.4369, "step": 10430 }, { "epoch": 36.25, "learning_rate": 3.374468085106383e-06, "loss": 0.4122, "step": 10440 }, { "epoch": 36.28, "learning_rate": 3.3659574468085104e-06, "loss": 0.399, "step": 10450 }, { "epoch": 36.32, "learning_rate": 3.3574468085106383e-06, "loss": 0.4201, "step": 10460 }, { "epoch": 36.35, "learning_rate": 3.3489361702127657e-06, "loss": 0.4234, "step": 10470 }, { "epoch": 36.39, "learning_rate": 3.3404255319148936e-06, "loss": 0.4362, "step": 10480 }, { "epoch": 36.42, "learning_rate": 3.331914893617021e-06, "loss": 0.4357, "step": 10490 }, { "epoch": 36.46, "learning_rate": 3.323404255319149e-06, "loss": 0.424, "step": 10500 }, { "epoch": 36.49, "learning_rate": 3.314893617021276e-06, "loss": 0.4489, "step": 10510 }, { "epoch": 36.53, "learning_rate": 3.306382978723404e-06, "loss": 0.4841, "step": 10520 }, { "epoch": 36.56, "learning_rate": 3.297872340425532e-06, "loss": 0.4156, "step": 10530 }, { "epoch": 36.6, "learning_rate": 3.2893617021276593e-06, "loss": 0.4043, "step": 10540 }, { "epoch": 36.63, "learning_rate": 3.280851063829787e-06, "loss": 0.419, "step": 10550 }, { "epoch": 36.66, "learning_rate": 3.2723404255319147e-06, "loss": 0.4406, "step": 10560 }, { "epoch": 36.7, "learning_rate": 3.2638297872340426e-06, "loss": 0.4529, "step": 10570 }, { "epoch": 36.73, "learning_rate": 3.25531914893617e-06, "loss": 0.4346, "step": 10580 }, { "epoch": 36.77, "learning_rate": 3.246808510638298e-06, "loss": 0.428, "step": 10590 }, { "epoch": 36.8, "learning_rate": 3.2382978723404254e-06, "loss": 0.4344, "step": 10600 }, { "epoch": 36.84, "learning_rate": 3.2297872340425533e-06, "loss": 0.4354, "step": 10610 }, { "epoch": 36.87, "learning_rate": 3.2212765957446808e-06, "loss": 0.4207, "step": 10620 }, { "epoch": 36.91, "learning_rate": 3.2127659574468086e-06, "loss": 0.4382, "step": 10630 }, { "epoch": 36.94, "learning_rate": 3.2042553191489357e-06, "loss": 0.4119, "step": 10640 }, { "epoch": 36.98, "learning_rate": 3.1957446808510636e-06, "loss": 0.44, "step": 10650 }, { "epoch": 37.0, "eval_loss": 0.5815668106079102, "eval_runtime": 133.3811, "eval_samples_per_second": 3.989, "eval_steps_per_second": 0.997, "eval_wer": 0.27704570289901653, "step": 10656 }, { "epoch": 37.01, "learning_rate": 3.187234042553191e-06, "loss": 0.4719, "step": 10660 }, { "epoch": 37.05, "learning_rate": 3.178723404255319e-06, "loss": 0.4245, "step": 10670 }, { "epoch": 37.08, "learning_rate": 3.1702127659574464e-06, "loss": 0.4144, "step": 10680 }, { "epoch": 37.12, "learning_rate": 3.1617021276595743e-06, "loss": 0.4384, "step": 10690 }, { "epoch": 37.15, "learning_rate": 3.1531914893617022e-06, "loss": 0.4373, "step": 10700 }, { "epoch": 37.19, "learning_rate": 3.1446808510638297e-06, "loss": 0.4426, "step": 10710 }, { "epoch": 37.22, "learning_rate": 3.1361702127659576e-06, "loss": 0.4305, "step": 10720 }, { "epoch": 37.26, "learning_rate": 3.127659574468085e-06, "loss": 0.433, "step": 10730 }, { "epoch": 37.29, "learning_rate": 3.119148936170213e-06, "loss": 0.4056, "step": 10740 }, { "epoch": 37.33, "learning_rate": 3.1106382978723404e-06, "loss": 0.4173, "step": 10750 }, { "epoch": 37.36, "learning_rate": 3.102127659574468e-06, "loss": 0.4224, "step": 10760 }, { "epoch": 37.39, "learning_rate": 3.0936170212765954e-06, "loss": 0.4335, "step": 10770 }, { "epoch": 37.43, "learning_rate": 3.0851063829787233e-06, "loss": 0.4112, "step": 10780 }, { "epoch": 37.46, "learning_rate": 3.0765957446808507e-06, "loss": 0.4268, "step": 10790 }, { "epoch": 37.5, "learning_rate": 3.0680851063829786e-06, "loss": 0.4459, "step": 10800 }, { "epoch": 37.53, "learning_rate": 3.059574468085106e-06, "loss": 0.4, "step": 10810 }, { "epoch": 37.57, "learning_rate": 3.051063829787234e-06, "loss": 0.4398, "step": 10820 }, { "epoch": 37.6, "learning_rate": 3.0425531914893615e-06, "loss": 0.3947, "step": 10830 }, { "epoch": 37.64, "learning_rate": 3.0340425531914893e-06, "loss": 0.4136, "step": 10840 }, { "epoch": 37.67, "learning_rate": 3.025531914893617e-06, "loss": 0.4447, "step": 10850 }, { "epoch": 37.71, "learning_rate": 3.0170212765957447e-06, "loss": 0.4635, "step": 10860 }, { "epoch": 37.74, "learning_rate": 3.008510638297872e-06, "loss": 0.4247, "step": 10870 }, { "epoch": 37.78, "learning_rate": 3e-06, "loss": 0.425, "step": 10880 }, { "epoch": 37.81, "learning_rate": 2.9914893617021275e-06, "loss": 0.4365, "step": 10890 }, { "epoch": 37.85, "learning_rate": 2.982978723404255e-06, "loss": 0.4025, "step": 10900 }, { "epoch": 37.88, "learning_rate": 2.974468085106383e-06, "loss": 0.4368, "step": 10910 }, { "epoch": 37.91, "learning_rate": 2.9659574468085104e-06, "loss": 0.4028, "step": 10920 }, { "epoch": 37.95, "learning_rate": 2.9574468085106383e-06, "loss": 0.3819, "step": 10930 }, { "epoch": 37.98, "learning_rate": 2.9489361702127657e-06, "loss": 0.4356, "step": 10940 }, { "epoch": 38.0, "eval_loss": 0.5813676118850708, "eval_runtime": 134.6483, "eval_samples_per_second": 3.951, "eval_steps_per_second": 0.988, "eval_wer": 0.2783955775535129, "step": 10944 }, { "epoch": 38.02, "learning_rate": 2.9404255319148936e-06, "loss": 0.4929, "step": 10950 }, { "epoch": 38.06, "learning_rate": 2.931914893617021e-06, "loss": 0.4202, "step": 10960 }, { "epoch": 38.09, "learning_rate": 2.923404255319149e-06, "loss": 0.4092, "step": 10970 }, { "epoch": 38.12, "learning_rate": 2.9148936170212765e-06, "loss": 0.4292, "step": 10980 }, { "epoch": 38.16, "learning_rate": 2.9063829787234044e-06, "loss": 0.41, "step": 10990 }, { "epoch": 38.19, "learning_rate": 2.897872340425532e-06, "loss": 0.3993, "step": 11000 }, { "epoch": 38.23, "learning_rate": 2.8893617021276593e-06, "loss": 0.4267, "step": 11010 }, { "epoch": 38.26, "learning_rate": 2.8808510638297868e-06, "loss": 0.3903, "step": 11020 }, { "epoch": 38.3, "learning_rate": 2.8723404255319147e-06, "loss": 0.403, "step": 11030 }, { "epoch": 38.33, "learning_rate": 2.863829787234042e-06, "loss": 0.4547, "step": 11040 }, { "epoch": 38.37, "learning_rate": 2.85531914893617e-06, "loss": 0.415, "step": 11050 }, { "epoch": 38.4, "learning_rate": 2.8468085106382975e-06, "loss": 0.3951, "step": 11060 }, { "epoch": 38.44, "learning_rate": 2.8382978723404254e-06, "loss": 0.4191, "step": 11070 }, { "epoch": 38.47, "learning_rate": 2.8297872340425533e-06, "loss": 0.4491, "step": 11080 }, { "epoch": 38.51, "learning_rate": 2.8212765957446808e-06, "loss": 0.4279, "step": 11090 }, { "epoch": 38.54, "learning_rate": 2.8127659574468087e-06, "loss": 0.4283, "step": 11100 }, { "epoch": 38.57, "learning_rate": 2.804255319148936e-06, "loss": 0.438, "step": 11110 }, { "epoch": 38.61, "learning_rate": 2.795744680851064e-06, "loss": 0.4026, "step": 11120 }, { "epoch": 38.64, "learning_rate": 2.787234042553191e-06, "loss": 0.4396, "step": 11130 }, { "epoch": 38.68, "learning_rate": 2.778723404255319e-06, "loss": 0.4181, "step": 11140 }, { "epoch": 38.71, "learning_rate": 2.7702127659574464e-06, "loss": 0.4366, "step": 11150 }, { "epoch": 38.75, "learning_rate": 2.7617021276595743e-06, "loss": 0.4305, "step": 11160 }, { "epoch": 38.78, "learning_rate": 2.753191489361702e-06, "loss": 0.372, "step": 11170 }, { "epoch": 38.82, "learning_rate": 2.7446808510638297e-06, "loss": 0.4088, "step": 11180 }, { "epoch": 38.85, "learning_rate": 2.736170212765957e-06, "loss": 0.4269, "step": 11190 }, { "epoch": 38.89, "learning_rate": 2.727659574468085e-06, "loss": 0.4222, "step": 11200 }, { "epoch": 38.92, "learning_rate": 2.7191489361702125e-06, "loss": 0.4304, "step": 11210 }, { "epoch": 38.96, "learning_rate": 2.7106382978723404e-06, "loss": 0.4269, "step": 11220 }, { "epoch": 38.99, "learning_rate": 2.702127659574468e-06, "loss": 0.487, "step": 11230 }, { "epoch": 39.0, "eval_loss": 0.5693573951721191, "eval_runtime": 131.675, "eval_samples_per_second": 4.04, "eval_steps_per_second": 1.01, "eval_wer": 0.2834093976987851, "step": 11232 }, { "epoch": 39.03, "learning_rate": 2.693617021276596e-06, "loss": 0.4475, "step": 11240 }, { "epoch": 39.06, "learning_rate": 2.6851063829787237e-06, "loss": 0.4228, "step": 11250 }, { "epoch": 39.1, "learning_rate": 2.6765957446808507e-06, "loss": 0.3902, "step": 11260 }, { "epoch": 39.13, "learning_rate": 2.6680851063829786e-06, "loss": 0.4326, "step": 11270 }, { "epoch": 39.17, "learning_rate": 2.659574468085106e-06, "loss": 0.4123, "step": 11280 }, { "epoch": 39.2, "learning_rate": 2.651063829787234e-06, "loss": 0.417, "step": 11290 }, { "epoch": 39.24, "learning_rate": 2.6425531914893615e-06, "loss": 0.4347, "step": 11300 }, { "epoch": 39.27, "learning_rate": 2.6340425531914894e-06, "loss": 0.3865, "step": 11310 }, { "epoch": 39.3, "learning_rate": 2.625531914893617e-06, "loss": 0.4238, "step": 11320 }, { "epoch": 39.34, "learning_rate": 2.6170212765957447e-06, "loss": 0.4533, "step": 11330 }, { "epoch": 39.37, "learning_rate": 2.608510638297872e-06, "loss": 0.4112, "step": 11340 }, { "epoch": 39.41, "learning_rate": 2.6e-06, "loss": 0.4321, "step": 11350 }, { "epoch": 39.44, "learning_rate": 2.5914893617021276e-06, "loss": 0.3737, "step": 11360 }, { "epoch": 39.48, "learning_rate": 2.5829787234042555e-06, "loss": 0.4157, "step": 11370 }, { "epoch": 39.51, "learning_rate": 2.5744680851063825e-06, "loss": 0.4174, "step": 11380 }, { "epoch": 39.55, "learning_rate": 2.5659574468085104e-06, "loss": 0.4229, "step": 11390 }, { "epoch": 39.58, "learning_rate": 2.557446808510638e-06, "loss": 0.4275, "step": 11400 }, { "epoch": 39.62, "learning_rate": 2.5489361702127658e-06, "loss": 0.4251, "step": 11410 }, { "epoch": 39.65, "learning_rate": 2.5404255319148932e-06, "loss": 0.4355, "step": 11420 }, { "epoch": 39.69, "learning_rate": 2.531914893617021e-06, "loss": 0.4321, "step": 11430 }, { "epoch": 39.72, "learning_rate": 2.523404255319149e-06, "loss": 0.4074, "step": 11440 }, { "epoch": 39.75, "learning_rate": 2.5148936170212765e-06, "loss": 0.389, "step": 11450 }, { "epoch": 39.79, "learning_rate": 2.5063829787234044e-06, "loss": 0.4206, "step": 11460 }, { "epoch": 39.82, "learning_rate": 2.497872340425532e-06, "loss": 0.4245, "step": 11470 }, { "epoch": 39.86, "learning_rate": 2.4893617021276598e-06, "loss": 0.4461, "step": 11480 }, { "epoch": 39.89, "learning_rate": 2.4808510638297872e-06, "loss": 0.4278, "step": 11490 }, { "epoch": 39.93, "learning_rate": 2.472340425531915e-06, "loss": 0.408, "step": 11500 }, { "epoch": 39.96, "learning_rate": 2.463829787234042e-06, "loss": 0.4275, "step": 11510 }, { "epoch": 40.0, "learning_rate": 2.45531914893617e-06, "loss": 0.44, "step": 11520 }, { "epoch": 40.0, "eval_loss": 0.5636621117591858, "eval_runtime": 132.4068, "eval_samples_per_second": 4.018, "eval_steps_per_second": 1.004, "eval_wer": 0.27473163206273704, "step": 11520 }, { "epoch": 40.03, "learning_rate": 2.4468085106382975e-06, "loss": 0.4403, "step": 11530 }, { "epoch": 40.07, "learning_rate": 2.4382978723404254e-06, "loss": 0.4279, "step": 11540 }, { "epoch": 40.1, "learning_rate": 2.429787234042553e-06, "loss": 0.416, "step": 11550 }, { "epoch": 40.14, "learning_rate": 2.421276595744681e-06, "loss": 0.4315, "step": 11560 }, { "epoch": 40.17, "learning_rate": 2.4127659574468083e-06, "loss": 0.4413, "step": 11570 }, { "epoch": 40.21, "learning_rate": 2.404255319148936e-06, "loss": 0.416, "step": 11580 }, { "epoch": 40.24, "learning_rate": 2.3957446808510636e-06, "loss": 0.4333, "step": 11590 }, { "epoch": 40.28, "learning_rate": 2.3872340425531915e-06, "loss": 0.4119, "step": 11600 }, { "epoch": 40.31, "learning_rate": 2.3787234042553194e-06, "loss": 0.4066, "step": 11610 }, { "epoch": 40.35, "learning_rate": 2.370212765957447e-06, "loss": 0.4227, "step": 11620 }, { "epoch": 40.38, "learning_rate": 2.3617021276595744e-06, "loss": 0.4336, "step": 11630 }, { "epoch": 40.42, "learning_rate": 2.353191489361702e-06, "loss": 0.3754, "step": 11640 }, { "epoch": 40.45, "learning_rate": 2.3446808510638297e-06, "loss": 0.3989, "step": 11650 }, { "epoch": 40.48, "learning_rate": 2.336170212765957e-06, "loss": 0.4487, "step": 11660 }, { "epoch": 40.52, "learning_rate": 2.327659574468085e-06, "loss": 0.4478, "step": 11670 }, { "epoch": 40.55, "learning_rate": 2.3191489361702126e-06, "loss": 0.4249, "step": 11680 }, { "epoch": 40.59, "learning_rate": 2.3106382978723405e-06, "loss": 0.4058, "step": 11690 }, { "epoch": 40.62, "learning_rate": 2.302127659574468e-06, "loss": 0.3722, "step": 11700 }, { "epoch": 40.66, "learning_rate": 2.293617021276596e-06, "loss": 0.4134, "step": 11710 }, { "epoch": 40.69, "learning_rate": 2.2851063829787233e-06, "loss": 0.4582, "step": 11720 }, { "epoch": 40.73, "learning_rate": 2.276595744680851e-06, "loss": 0.4146, "step": 11730 }, { "epoch": 40.76, "learning_rate": 2.2680851063829787e-06, "loss": 0.4251, "step": 11740 }, { "epoch": 40.8, "learning_rate": 2.259574468085106e-06, "loss": 0.4115, "step": 11750 }, { "epoch": 40.83, "learning_rate": 2.2510638297872336e-06, "loss": 0.4261, "step": 11760 }, { "epoch": 40.87, "learning_rate": 2.2425531914893615e-06, "loss": 0.4373, "step": 11770 }, { "epoch": 40.9, "learning_rate": 2.234042553191489e-06, "loss": 0.4125, "step": 11780 }, { "epoch": 40.94, "learning_rate": 2.225531914893617e-06, "loss": 0.4014, "step": 11790 }, { "epoch": 40.97, "learning_rate": 2.2170212765957447e-06, "loss": 0.4151, "step": 11800 }, { "epoch": 41.0, "eval_loss": 0.5682585835456848, "eval_runtime": 134.2217, "eval_samples_per_second": 3.964, "eval_steps_per_second": 0.991, "eval_wer": 0.2763386256990422, "step": 11808 }, { "epoch": 41.01, "learning_rate": 2.2085106382978722e-06, "loss": 0.4544, "step": 11810 }, { "epoch": 41.04, "learning_rate": 2.2e-06, "loss": 0.409, "step": 11820 }, { "epoch": 41.08, "learning_rate": 2.1914893617021276e-06, "loss": 0.4006, "step": 11830 }, { "epoch": 41.11, "learning_rate": 2.1829787234042555e-06, "loss": 0.4066, "step": 11840 }, { "epoch": 41.15, "learning_rate": 2.174468085106383e-06, "loss": 0.4313, "step": 11850 }, { "epoch": 41.18, "learning_rate": 2.165957446808511e-06, "loss": 0.4554, "step": 11860 }, { "epoch": 41.21, "learning_rate": 2.157446808510638e-06, "loss": 0.4092, "step": 11870 }, { "epoch": 41.25, "learning_rate": 2.1489361702127658e-06, "loss": 0.4217, "step": 11880 }, { "epoch": 41.28, "learning_rate": 2.1404255319148933e-06, "loss": 0.4233, "step": 11890 }, { "epoch": 41.32, "learning_rate": 2.131914893617021e-06, "loss": 0.4132, "step": 11900 }, { "epoch": 41.35, "learning_rate": 2.1234042553191486e-06, "loss": 0.4182, "step": 11910 }, { "epoch": 41.39, "learning_rate": 2.1157446808510638e-06, "loss": 0.4362, "step": 11920 }, { "epoch": 41.42, "learning_rate": 2.1072340425531917e-06, "loss": 0.4363, "step": 11930 }, { "epoch": 41.46, "learning_rate": 2.098723404255319e-06, "loss": 0.3856, "step": 11940 }, { "epoch": 41.49, "learning_rate": 2.090212765957447e-06, "loss": 0.4307, "step": 11950 }, { "epoch": 41.53, "learning_rate": 2.0817021276595745e-06, "loss": 0.4284, "step": 11960 }, { "epoch": 41.56, "learning_rate": 2.0731914893617024e-06, "loss": 0.4275, "step": 11970 }, { "epoch": 41.6, "learning_rate": 2.0646808510638294e-06, "loss": 0.4241, "step": 11980 }, { "epoch": 41.63, "learning_rate": 2.0561702127659573e-06, "loss": 0.4151, "step": 11990 }, { "epoch": 41.66, "learning_rate": 2.047659574468085e-06, "loss": 0.4277, "step": 12000 }, { "epoch": 41.7, "learning_rate": 2.0391489361702127e-06, "loss": 0.4429, "step": 12010 }, { "epoch": 41.73, "learning_rate": 2.03063829787234e-06, "loss": 0.403, "step": 12020 }, { "epoch": 41.77, "learning_rate": 2.022127659574468e-06, "loss": 0.397, "step": 12030 }, { "epoch": 41.8, "learning_rate": 2.0136170212765955e-06, "loss": 0.3967, "step": 12040 }, { "epoch": 41.84, "learning_rate": 2.0051063829787234e-06, "loss": 0.4115, "step": 12050 }, { "epoch": 41.87, "learning_rate": 1.996595744680851e-06, "loss": 0.4237, "step": 12060 }, { "epoch": 41.91, "learning_rate": 1.988085106382979e-06, "loss": 0.4216, "step": 12070 }, { "epoch": 41.94, "learning_rate": 1.9795744680851063e-06, "loss": 0.4019, "step": 12080 }, { "epoch": 41.98, "learning_rate": 1.971063829787234e-06, "loss": 0.4208, "step": 12090 }, { "epoch": 42.0, "eval_loss": 0.571990966796875, "eval_runtime": 134.5195, "eval_samples_per_second": 3.955, "eval_steps_per_second": 0.989, "eval_wer": 0.27318891817188407, "step": 12096 }, { "epoch": 42.01, "learning_rate": 1.9625531914893616e-06, "loss": 0.468, "step": 12100 }, { "epoch": 42.05, "learning_rate": 1.954042553191489e-06, "loss": 0.4384, "step": 12110 }, { "epoch": 42.08, "learning_rate": 1.945531914893617e-06, "loss": 0.4088, "step": 12120 }, { "epoch": 42.12, "learning_rate": 1.9370212765957445e-06, "loss": 0.4038, "step": 12130 }, { "epoch": 42.15, "learning_rate": 1.9285106382978724e-06, "loss": 0.4097, "step": 12140 }, { "epoch": 42.19, "learning_rate": 1.92e-06, "loss": 0.4487, "step": 12150 }, { "epoch": 42.22, "learning_rate": 1.9114893617021273e-06, "loss": 0.4229, "step": 12160 }, { "epoch": 42.26, "learning_rate": 1.9029787234042552e-06, "loss": 0.4127, "step": 12170 }, { "epoch": 42.29, "learning_rate": 1.8944680851063829e-06, "loss": 0.4359, "step": 12180 }, { "epoch": 42.33, "learning_rate": 1.8859574468085106e-06, "loss": 0.4067, "step": 12190 }, { "epoch": 42.36, "learning_rate": 1.8774468085106382e-06, "loss": 0.4246, "step": 12200 }, { "epoch": 42.39, "learning_rate": 1.868936170212766e-06, "loss": 0.4416, "step": 12210 }, { "epoch": 42.43, "learning_rate": 1.8604255319148936e-06, "loss": 0.4094, "step": 12220 }, { "epoch": 42.46, "learning_rate": 1.8519148936170213e-06, "loss": 0.4193, "step": 12230 }, { "epoch": 42.5, "learning_rate": 1.843404255319149e-06, "loss": 0.4137, "step": 12240 }, { "epoch": 42.53, "learning_rate": 1.8348936170212764e-06, "loss": 0.4068, "step": 12250 }, { "epoch": 42.57, "learning_rate": 1.8263829787234041e-06, "loss": 0.4028, "step": 12260 }, { "epoch": 42.6, "learning_rate": 1.8178723404255318e-06, "loss": 0.3841, "step": 12270 }, { "epoch": 42.64, "learning_rate": 1.8093617021276595e-06, "loss": 0.4044, "step": 12280 }, { "epoch": 42.67, "learning_rate": 1.8008510638297872e-06, "loss": 0.4422, "step": 12290 }, { "epoch": 42.71, "learning_rate": 1.7923404255319149e-06, "loss": 0.4219, "step": 12300 }, { "epoch": 42.74, "learning_rate": 1.7838297872340423e-06, "loss": 0.4225, "step": 12310 }, { "epoch": 42.78, "learning_rate": 1.77531914893617e-06, "loss": 0.401, "step": 12320 }, { "epoch": 42.81, "learning_rate": 1.7668085106382977e-06, "loss": 0.4085, "step": 12330 }, { "epoch": 42.85, "learning_rate": 1.7582978723404254e-06, "loss": 0.4278, "step": 12340 }, { "epoch": 42.88, "learning_rate": 1.749787234042553e-06, "loss": 0.442, "step": 12350 }, { "epoch": 42.91, "learning_rate": 1.7412765957446807e-06, "loss": 0.4061, "step": 12360 }, { "epoch": 42.95, "learning_rate": 1.7327659574468086e-06, "loss": 0.4076, "step": 12370 }, { "epoch": 42.98, "learning_rate": 1.724255319148936e-06, "loss": 0.4354, "step": 12380 }, { "epoch": 43.0, "eval_loss": 0.5656567215919495, "eval_runtime": 135.0364, "eval_samples_per_second": 3.94, "eval_steps_per_second": 0.985, "eval_wer": 0.27710998264446873, "step": 12384 }, { "epoch": 43.02, "learning_rate": 1.7157446808510638e-06, "loss": 0.4398, "step": 12390 }, { "epoch": 43.06, "learning_rate": 1.7072340425531915e-06, "loss": 0.4191, "step": 12400 }, { "epoch": 43.09, "learning_rate": 1.6987234042553191e-06, "loss": 0.4114, "step": 12410 }, { "epoch": 43.12, "learning_rate": 1.6902127659574468e-06, "loss": 0.4304, "step": 12420 }, { "epoch": 43.16, "learning_rate": 1.6817021276595745e-06, "loss": 0.4, "step": 12430 }, { "epoch": 43.19, "learning_rate": 1.673191489361702e-06, "loss": 0.4245, "step": 12440 }, { "epoch": 43.23, "learning_rate": 1.6646808510638297e-06, "loss": 0.3886, "step": 12450 }, { "epoch": 43.26, "learning_rate": 1.6561702127659574e-06, "loss": 0.3894, "step": 12460 }, { "epoch": 43.3, "learning_rate": 1.647659574468085e-06, "loss": 0.3997, "step": 12470 }, { "epoch": 43.33, "learning_rate": 1.6391489361702127e-06, "loss": 0.4366, "step": 12480 }, { "epoch": 43.37, "learning_rate": 1.6306382978723404e-06, "loss": 0.4191, "step": 12490 }, { "epoch": 43.4, "learning_rate": 1.6221276595744679e-06, "loss": 0.4086, "step": 12500 }, { "epoch": 43.44, "learning_rate": 1.6136170212765956e-06, "loss": 0.4006, "step": 12510 }, { "epoch": 43.47, "learning_rate": 1.6051063829787232e-06, "loss": 0.4089, "step": 12520 }, { "epoch": 43.51, "learning_rate": 1.596595744680851e-06, "loss": 0.4287, "step": 12530 }, { "epoch": 43.54, "learning_rate": 1.5880851063829786e-06, "loss": 0.4002, "step": 12540 }, { "epoch": 43.57, "learning_rate": 1.5795744680851065e-06, "loss": 0.4306, "step": 12550 }, { "epoch": 43.61, "learning_rate": 1.571063829787234e-06, "loss": 0.3923, "step": 12560 }, { "epoch": 43.64, "learning_rate": 1.5625531914893616e-06, "loss": 0.4052, "step": 12570 }, { "epoch": 43.68, "learning_rate": 1.5540425531914893e-06, "loss": 0.4205, "step": 12580 }, { "epoch": 43.71, "learning_rate": 1.545531914893617e-06, "loss": 0.4204, "step": 12590 }, { "epoch": 43.75, "learning_rate": 1.5370212765957447e-06, "loss": 0.411, "step": 12600 }, { "epoch": 43.78, "learning_rate": 1.5285106382978724e-06, "loss": 0.4026, "step": 12610 }, { "epoch": 43.82, "learning_rate": 1.5199999999999998e-06, "loss": 0.4251, "step": 12620 }, { "epoch": 43.85, "learning_rate": 1.5114893617021275e-06, "loss": 0.403, "step": 12630 }, { "epoch": 43.89, "learning_rate": 1.5029787234042552e-06, "loss": 0.4309, "step": 12640 }, { "epoch": 43.92, "learning_rate": 1.4944680851063829e-06, "loss": 0.4174, "step": 12650 }, { "epoch": 43.96, "learning_rate": 1.4859574468085106e-06, "loss": 0.4075, "step": 12660 }, { "epoch": 43.99, "learning_rate": 1.4774468085106383e-06, "loss": 0.4304, "step": 12670 }, { "epoch": 44.0, "eval_loss": 0.5735185742378235, "eval_runtime": 133.4317, "eval_samples_per_second": 3.987, "eval_steps_per_second": 0.997, "eval_wer": 0.27241756122645755, "step": 12672 }, { "epoch": 44.03, "learning_rate": 1.4689361702127657e-06, "loss": 0.4386, "step": 12680 }, { "epoch": 44.06, "learning_rate": 1.4604255319148934e-06, "loss": 0.4332, "step": 12690 }, { "epoch": 44.1, "learning_rate": 1.451914893617021e-06, "loss": 0.4041, "step": 12700 }, { "epoch": 44.13, "learning_rate": 1.4434042553191488e-06, "loss": 0.4219, "step": 12710 }, { "epoch": 44.17, "learning_rate": 1.4348936170212765e-06, "loss": 0.4385, "step": 12720 }, { "epoch": 44.2, "learning_rate": 1.4263829787234044e-06, "loss": 0.4258, "step": 12730 }, { "epoch": 44.24, "learning_rate": 1.417872340425532e-06, "loss": 0.4333, "step": 12740 }, { "epoch": 44.27, "learning_rate": 1.4093617021276595e-06, "loss": 0.4241, "step": 12750 }, { "epoch": 44.3, "learning_rate": 1.4008510638297872e-06, "loss": 0.4153, "step": 12760 }, { "epoch": 44.34, "learning_rate": 1.3923404255319149e-06, "loss": 0.429, "step": 12770 }, { "epoch": 44.37, "learning_rate": 1.3838297872340426e-06, "loss": 0.4148, "step": 12780 }, { "epoch": 44.41, "learning_rate": 1.3753191489361702e-06, "loss": 0.4239, "step": 12790 }, { "epoch": 44.44, "learning_rate": 1.366808510638298e-06, "loss": 0.3846, "step": 12800 }, { "epoch": 44.48, "learning_rate": 1.3582978723404254e-06, "loss": 0.426, "step": 12810 }, { "epoch": 44.51, "learning_rate": 1.349787234042553e-06, "loss": 0.4258, "step": 12820 }, { "epoch": 44.55, "learning_rate": 1.3412765957446808e-06, "loss": 0.4203, "step": 12830 }, { "epoch": 44.58, "learning_rate": 1.3327659574468084e-06, "loss": 0.4069, "step": 12840 }, { "epoch": 44.62, "learning_rate": 1.3242553191489361e-06, "loss": 0.3836, "step": 12850 }, { "epoch": 44.65, "learning_rate": 1.3157446808510638e-06, "loss": 0.4022, "step": 12860 }, { "epoch": 44.69, "learning_rate": 1.3072340425531913e-06, "loss": 0.4059, "step": 12870 }, { "epoch": 44.72, "learning_rate": 1.298723404255319e-06, "loss": 0.4013, "step": 12880 }, { "epoch": 44.75, "learning_rate": 1.2902127659574466e-06, "loss": 0.3931, "step": 12890 }, { "epoch": 44.79, "learning_rate": 1.2817021276595743e-06, "loss": 0.4007, "step": 12900 }, { "epoch": 44.82, "learning_rate": 1.2731914893617022e-06, "loss": 0.4356, "step": 12910 }, { "epoch": 44.86, "learning_rate": 1.26468085106383e-06, "loss": 0.4132, "step": 12920 }, { "epoch": 44.89, "learning_rate": 1.2561702127659574e-06, "loss": 0.4018, "step": 12930 }, { "epoch": 44.93, "learning_rate": 1.247659574468085e-06, "loss": 0.4033, "step": 12940 }, { "epoch": 44.96, "learning_rate": 1.2391489361702127e-06, "loss": 0.4141, "step": 12950 }, { "epoch": 45.0, "learning_rate": 1.2306382978723404e-06, "loss": 0.3991, "step": 12960 }, { "epoch": 45.0, "eval_loss": 0.5637593865394592, "eval_runtime": 134.7734, "eval_samples_per_second": 3.947, "eval_steps_per_second": 0.987, "eval_wer": 0.2687536157356817, "step": 12960 }, { "epoch": 45.03, "learning_rate": 1.222127659574468e-06, "loss": 0.4509, "step": 12970 }, { "epoch": 45.07, "learning_rate": 1.2136170212765958e-06, "loss": 0.4135, "step": 12980 }, { "epoch": 45.1, "learning_rate": 1.2051063829787233e-06, "loss": 0.3954, "step": 12990 }, { "epoch": 45.14, "learning_rate": 1.196595744680851e-06, "loss": 0.4192, "step": 13000 }, { "epoch": 45.17, "learning_rate": 1.1880851063829786e-06, "loss": 0.4081, "step": 13010 }, { "epoch": 45.21, "learning_rate": 1.1795744680851063e-06, "loss": 0.3951, "step": 13020 }, { "epoch": 45.24, "learning_rate": 1.171063829787234e-06, "loss": 0.4076, "step": 13030 }, { "epoch": 45.28, "learning_rate": 1.1625531914893617e-06, "loss": 0.3835, "step": 13040 }, { "epoch": 45.31, "learning_rate": 1.1540425531914893e-06, "loss": 0.4094, "step": 13050 }, { "epoch": 45.35, "learning_rate": 1.1455319148936168e-06, "loss": 0.4492, "step": 13060 }, { "epoch": 45.38, "learning_rate": 1.1370212765957445e-06, "loss": 0.3998, "step": 13070 }, { "epoch": 45.42, "learning_rate": 1.1285106382978722e-06, "loss": 0.399, "step": 13080 }, { "epoch": 45.45, "learning_rate": 1.12e-06, "loss": 0.4092, "step": 13090 }, { "epoch": 45.48, "learning_rate": 1.1114893617021278e-06, "loss": 0.4328, "step": 13100 }, { "epoch": 45.52, "learning_rate": 1.1029787234042554e-06, "loss": 0.4434, "step": 13110 }, { "epoch": 45.55, "learning_rate": 1.094468085106383e-06, "loss": 0.4291, "step": 13120 }, { "epoch": 45.59, "learning_rate": 1.0859574468085106e-06, "loss": 0.4066, "step": 13130 }, { "epoch": 45.62, "learning_rate": 1.0774468085106383e-06, "loss": 0.4124, "step": 13140 }, { "epoch": 45.66, "learning_rate": 1.068936170212766e-06, "loss": 0.4146, "step": 13150 }, { "epoch": 45.69, "learning_rate": 1.0604255319148936e-06, "loss": 0.4516, "step": 13160 }, { "epoch": 45.73, "learning_rate": 1.0519148936170213e-06, "loss": 0.3924, "step": 13170 }, { "epoch": 45.76, "learning_rate": 1.0434042553191488e-06, "loss": 0.4024, "step": 13180 }, { "epoch": 45.8, "learning_rate": 1.0348936170212765e-06, "loss": 0.4006, "step": 13190 }, { "epoch": 45.83, "learning_rate": 1.0263829787234042e-06, "loss": 0.4287, "step": 13200 }, { "epoch": 45.87, "learning_rate": 1.0178723404255318e-06, "loss": 0.4035, "step": 13210 }, { "epoch": 45.9, "learning_rate": 1.0093617021276595e-06, "loss": 0.4037, "step": 13220 }, { "epoch": 45.94, "learning_rate": 1.0008510638297872e-06, "loss": 0.4273, "step": 13230 }, { "epoch": 45.97, "learning_rate": 9.923404255319149e-07, "loss": 0.4348, "step": 13240 }, { "epoch": 46.0, "eval_loss": 0.5639462471008301, "eval_runtime": 133.2564, "eval_samples_per_second": 3.992, "eval_steps_per_second": 0.998, "eval_wer": 0.26991065115382146, "step": 13248 }, { "epoch": 46.01, "learning_rate": 9.838297872340426e-07, "loss": 0.4588, "step": 13250 }, { "epoch": 46.04, "learning_rate": 9.753191489361703e-07, "loss": 0.408, "step": 13260 }, { "epoch": 46.08, "learning_rate": 9.668085106382977e-07, "loss": 0.4361, "step": 13270 }, { "epoch": 46.11, "learning_rate": 9.582978723404254e-07, "loss": 0.4064, "step": 13280 }, { "epoch": 46.15, "learning_rate": 9.497872340425531e-07, "loss": 0.4334, "step": 13290 }, { "epoch": 46.18, "learning_rate": 9.412765957446808e-07, "loss": 0.4312, "step": 13300 }, { "epoch": 46.21, "learning_rate": 9.327659574468085e-07, "loss": 0.4124, "step": 13310 }, { "epoch": 46.25, "learning_rate": 9.242553191489361e-07, "loss": 0.4274, "step": 13320 }, { "epoch": 46.28, "learning_rate": 9.157446808510638e-07, "loss": 0.417, "step": 13330 }, { "epoch": 46.32, "learning_rate": 9.072340425531915e-07, "loss": 0.4202, "step": 13340 }, { "epoch": 46.35, "learning_rate": 8.987234042553191e-07, "loss": 0.4243, "step": 13350 }, { "epoch": 46.39, "learning_rate": 8.902127659574468e-07, "loss": 0.4138, "step": 13360 }, { "epoch": 46.42, "learning_rate": 8.817021276595744e-07, "loss": 0.3794, "step": 13370 }, { "epoch": 46.46, "learning_rate": 8.73191489361702e-07, "loss": 0.3794, "step": 13380 }, { "epoch": 46.49, "learning_rate": 8.646808510638297e-07, "loss": 0.413, "step": 13390 }, { "epoch": 46.53, "learning_rate": 8.561702127659574e-07, "loss": 0.4112, "step": 13400 }, { "epoch": 46.56, "learning_rate": 8.476595744680851e-07, "loss": 0.4195, "step": 13410 }, { "epoch": 46.6, "learning_rate": 8.391489361702128e-07, "loss": 0.3927, "step": 13420 }, { "epoch": 46.63, "learning_rate": 8.306382978723404e-07, "loss": 0.3942, "step": 13430 }, { "epoch": 46.66, "learning_rate": 8.22127659574468e-07, "loss": 0.4077, "step": 13440 }, { "epoch": 46.7, "learning_rate": 8.136170212765957e-07, "loss": 0.416, "step": 13450 }, { "epoch": 46.73, "learning_rate": 8.051063829787234e-07, "loss": 0.4035, "step": 13460 }, { "epoch": 46.77, "learning_rate": 7.96595744680851e-07, "loss": 0.4068, "step": 13470 }, { "epoch": 46.8, "learning_rate": 7.880851063829786e-07, "loss": 0.4026, "step": 13480 }, { "epoch": 46.84, "learning_rate": 7.795744680851063e-07, "loss": 0.4216, "step": 13490 }, { "epoch": 46.87, "learning_rate": 7.710638297872341e-07, "loss": 0.4101, "step": 13500 }, { "epoch": 46.91, "learning_rate": 7.625531914893617e-07, "loss": 0.4174, "step": 13510 }, { "epoch": 46.94, "learning_rate": 7.540425531914894e-07, "loss": 0.3828, "step": 13520 }, { "epoch": 46.98, "learning_rate": 7.45531914893617e-07, "loss": 0.4291, "step": 13530 }, { "epoch": 47.0, "eval_loss": 0.5577101707458496, "eval_runtime": 135.0346, "eval_samples_per_second": 3.94, "eval_steps_per_second": 0.985, "eval_wer": 0.2681750980266118, "step": 13536 }, { "epoch": 47.01, "learning_rate": 7.370212765957446e-07, "loss": 0.4639, "step": 13540 }, { "epoch": 47.05, "learning_rate": 7.285106382978723e-07, "loss": 0.4172, "step": 13550 }, { "epoch": 47.08, "learning_rate": 7.2e-07, "loss": 0.3836, "step": 13560 }, { "epoch": 47.12, "learning_rate": 7.114893617021276e-07, "loss": 0.4125, "step": 13570 }, { "epoch": 47.15, "learning_rate": 7.029787234042552e-07, "loss": 0.4288, "step": 13580 }, { "epoch": 47.19, "learning_rate": 6.94468085106383e-07, "loss": 0.4026, "step": 13590 }, { "epoch": 47.22, "learning_rate": 6.859574468085106e-07, "loss": 0.4049, "step": 13600 }, { "epoch": 47.26, "learning_rate": 6.774468085106383e-07, "loss": 0.432, "step": 13610 }, { "epoch": 47.29, "learning_rate": 6.68936170212766e-07, "loss": 0.4045, "step": 13620 }, { "epoch": 47.33, "learning_rate": 6.604255319148936e-07, "loss": 0.4128, "step": 13630 }, { "epoch": 47.36, "learning_rate": 6.519148936170212e-07, "loss": 0.4183, "step": 13640 }, { "epoch": 47.39, "learning_rate": 6.434042553191489e-07, "loss": 0.3997, "step": 13650 }, { "epoch": 47.43, "learning_rate": 6.348936170212765e-07, "loss": 0.3937, "step": 13660 }, { "epoch": 47.46, "learning_rate": 6.263829787234042e-07, "loss": 0.4155, "step": 13670 }, { "epoch": 47.5, "learning_rate": 6.17872340425532e-07, "loss": 0.4143, "step": 13680 }, { "epoch": 47.53, "learning_rate": 6.093617021276595e-07, "loss": 0.414, "step": 13690 }, { "epoch": 47.57, "learning_rate": 6.008510638297872e-07, "loss": 0.3861, "step": 13700 }, { "epoch": 47.6, "learning_rate": 5.923404255319149e-07, "loss": 0.4069, "step": 13710 }, { "epoch": 47.64, "learning_rate": 5.838297872340425e-07, "loss": 0.4269, "step": 13720 }, { "epoch": 47.67, "learning_rate": 5.753191489361702e-07, "loss": 0.414, "step": 13730 }, { "epoch": 47.71, "learning_rate": 5.668085106382978e-07, "loss": 0.4392, "step": 13740 }, { "epoch": 47.74, "learning_rate": 5.582978723404254e-07, "loss": 0.3977, "step": 13750 }, { "epoch": 47.78, "learning_rate": 5.497872340425531e-07, "loss": 0.367, "step": 13760 }, { "epoch": 47.81, "learning_rate": 5.412765957446809e-07, "loss": 0.4072, "step": 13770 }, { "epoch": 47.85, "learning_rate": 5.327659574468085e-07, "loss": 0.4229, "step": 13780 }, { "epoch": 47.88, "learning_rate": 5.242553191489362e-07, "loss": 0.428, "step": 13790 }, { "epoch": 47.91, "learning_rate": 5.157446808510638e-07, "loss": 0.4134, "step": 13800 }, { "epoch": 47.95, "learning_rate": 5.072340425531914e-07, "loss": 0.4104, "step": 13810 }, { "epoch": 47.98, "learning_rate": 4.987234042553191e-07, "loss": 0.4252, "step": 13820 }, { "epoch": 48.0, "eval_loss": 0.5610881447792053, "eval_runtime": 132.1309, "eval_samples_per_second": 4.026, "eval_steps_per_second": 1.007, "eval_wer": 0.2680465385357074, "step": 13824 }, { "epoch": 48.02, "learning_rate": 4.91063829787234e-07, "loss": 0.4403, "step": 13830 }, { "epoch": 48.06, "learning_rate": 4.825531914893617e-07, "loss": 0.4265, "step": 13840 }, { "epoch": 48.09, "learning_rate": 4.7404255319148935e-07, "loss": 0.4026, "step": 13850 }, { "epoch": 48.12, "learning_rate": 4.65531914893617e-07, "loss": 0.4031, "step": 13860 }, { "epoch": 48.16, "learning_rate": 4.570212765957447e-07, "loss": 0.4244, "step": 13870 }, { "epoch": 48.19, "learning_rate": 4.4851063829787234e-07, "loss": 0.4124, "step": 13880 }, { "epoch": 48.23, "learning_rate": 4.3999999999999997e-07, "loss": 0.4199, "step": 13890 }, { "epoch": 48.26, "learning_rate": 4.3148936170212765e-07, "loss": 0.3883, "step": 13900 }, { "epoch": 48.3, "learning_rate": 4.229787234042553e-07, "loss": 0.4297, "step": 13910 }, { "epoch": 48.33, "learning_rate": 4.1446808510638296e-07, "loss": 0.4189, "step": 13920 }, { "epoch": 48.37, "learning_rate": 4.0595744680851065e-07, "loss": 0.4313, "step": 13930 }, { "epoch": 48.4, "learning_rate": 3.974468085106383e-07, "loss": 0.4304, "step": 13940 }, { "epoch": 48.44, "learning_rate": 3.889361702127659e-07, "loss": 0.4021, "step": 13950 }, { "epoch": 48.47, "learning_rate": 3.8042553191489364e-07, "loss": 0.3968, "step": 13960 }, { "epoch": 48.51, "learning_rate": 3.7191489361702127e-07, "loss": 0.4168, "step": 13970 }, { "epoch": 48.54, "learning_rate": 3.634042553191489e-07, "loss": 0.425, "step": 13980 }, { "epoch": 48.57, "learning_rate": 3.548936170212766e-07, "loss": 0.4012, "step": 13990 }, { "epoch": 48.61, "learning_rate": 3.463829787234042e-07, "loss": 0.388, "step": 14000 }, { "epoch": 48.64, "learning_rate": 3.378723404255319e-07, "loss": 0.4405, "step": 14010 }, { "epoch": 48.68, "learning_rate": 3.293617021276596e-07, "loss": 0.4384, "step": 14020 }, { "epoch": 48.71, "learning_rate": 3.208510638297872e-07, "loss": 0.4048, "step": 14030 }, { "epoch": 48.75, "learning_rate": 3.123404255319149e-07, "loss": 0.4088, "step": 14040 }, { "epoch": 48.78, "learning_rate": 3.0382978723404257e-07, "loss": 0.3933, "step": 14050 }, { "epoch": 48.82, "learning_rate": 2.953191489361702e-07, "loss": 0.4251, "step": 14060 }, { "epoch": 48.85, "learning_rate": 2.868085106382979e-07, "loss": 0.3987, "step": 14070 }, { "epoch": 48.89, "learning_rate": 2.782978723404255e-07, "loss": 0.3836, "step": 14080 }, { "epoch": 48.92, "learning_rate": 2.6978723404255314e-07, "loss": 0.4018, "step": 14090 }, { "epoch": 48.96, "learning_rate": 2.612765957446809e-07, "loss": 0.395, "step": 14100 }, { "epoch": 48.99, "learning_rate": 2.527659574468085e-07, "loss": 0.4253, "step": 14110 }, { "epoch": 49.0, "eval_loss": 0.5621383786201477, "eval_runtime": 132.5942, "eval_samples_per_second": 4.012, "eval_steps_per_second": 1.003, "eval_wer": 0.268239377772064, "step": 14112 }, { "epoch": 49.03, "learning_rate": 2.4425531914893614e-07, "loss": 0.4524, "step": 14120 }, { "epoch": 49.06, "learning_rate": 2.3574468085106382e-07, "loss": 0.3945, "step": 14130 }, { "epoch": 49.1, "learning_rate": 2.2723404255319148e-07, "loss": 0.4015, "step": 14140 }, { "epoch": 49.13, "learning_rate": 2.1872340425531913e-07, "loss": 0.4088, "step": 14150 }, { "epoch": 49.17, "learning_rate": 2.1021276595744681e-07, "loss": 0.4228, "step": 14160 }, { "epoch": 49.2, "learning_rate": 2.0170212765957444e-07, "loss": 0.4073, "step": 14170 }, { "epoch": 49.24, "learning_rate": 1.9319148936170213e-07, "loss": 0.4412, "step": 14180 }, { "epoch": 49.27, "learning_rate": 1.8468085106382978e-07, "loss": 0.398, "step": 14190 }, { "epoch": 49.3, "learning_rate": 1.7617021276595744e-07, "loss": 0.3931, "step": 14200 }, { "epoch": 49.34, "learning_rate": 1.676595744680851e-07, "loss": 0.4079, "step": 14210 }, { "epoch": 49.37, "learning_rate": 1.5914893617021278e-07, "loss": 0.4437, "step": 14220 }, { "epoch": 49.41, "learning_rate": 1.506382978723404e-07, "loss": 0.4097, "step": 14230 }, { "epoch": 49.44, "learning_rate": 1.4212765957446806e-07, "loss": 0.3792, "step": 14240 }, { "epoch": 49.48, "learning_rate": 1.3361702127659574e-07, "loss": 0.4091, "step": 14250 }, { "epoch": 49.51, "learning_rate": 1.251063829787234e-07, "loss": 0.4166, "step": 14260 }, { "epoch": 49.55, "learning_rate": 1.1659574468085106e-07, "loss": 0.395, "step": 14270 }, { "epoch": 49.58, "learning_rate": 1.0808510638297871e-07, "loss": 0.3977, "step": 14280 }, { "epoch": 49.62, "learning_rate": 9.957446808510637e-08, "loss": 0.401, "step": 14290 }, { "epoch": 49.65, "learning_rate": 9.106382978723404e-08, "loss": 0.4239, "step": 14300 }, { "epoch": 49.69, "learning_rate": 8.25531914893617e-08, "loss": 0.418, "step": 14310 }, { "epoch": 49.72, "learning_rate": 7.404255319148936e-08, "loss": 0.4267, "step": 14320 }, { "epoch": 49.75, "learning_rate": 6.553191489361702e-08, "loss": 0.3983, "step": 14330 }, { "epoch": 49.79, "learning_rate": 5.7021276595744676e-08, "loss": 0.3946, "step": 14340 }, { "epoch": 49.82, "learning_rate": 4.851063829787234e-08, "loss": 0.408, "step": 14350 }, { "epoch": 49.86, "learning_rate": 4e-08, "loss": 0.4219, "step": 14360 }, { "epoch": 49.89, "learning_rate": 3.1489361702127663e-08, "loss": 0.3991, "step": 14370 }, { "epoch": 49.93, "learning_rate": 2.297872340425532e-08, "loss": 0.3836, "step": 14380 }, { "epoch": 49.96, "learning_rate": 1.4468085106382979e-08, "loss": 0.4113, "step": 14390 }, { "epoch": 50.0, "learning_rate": 5.957446808510638e-09, "loss": 0.4298, "step": 14400 }, { "epoch": 50.0, "eval_loss": 0.5591704845428467, "eval_runtime": 132.9336, "eval_samples_per_second": 4.002, "eval_steps_per_second": 1.0, "eval_wer": 0.2671466220993765, "step": 14400 }, { "epoch": 50.0, "step": 14400, "total_flos": 1.3591623959806149e+20, "train_loss": 0.4495800813370281, "train_runtime": 106829.4814, "train_samples_per_second": 2.161, "train_steps_per_second": 0.135 } ], "max_steps": 14400, "num_train_epochs": 50, "total_flos": 1.3591623959806149e+20, "trial_name": null, "trial_params": null }