{ "best_metric": null, "best_model_checkpoint": null, "epoch": 200.0, "global_step": 13800, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14, "learning_rate": 7.000000000000001e-07, "loss": 11.2514, "step": 10 }, { "epoch": 0.29, "learning_rate": 1.7000000000000002e-06, "loss": 12.1614, "step": 20 }, { "epoch": 0.43, "learning_rate": 2.7e-06, "loss": 12.0394, "step": 30 }, { "epoch": 0.58, "learning_rate": 3.7e-06, "loss": 11.8399, "step": 40 }, { "epoch": 0.72, "learning_rate": 4.7e-06, "loss": 12.1568, "step": 50 }, { "epoch": 0.87, "learning_rate": 5.7000000000000005e-06, "loss": 11.1578, "step": 60 }, { "epoch": 1.01, "learning_rate": 6.700000000000001e-06, "loss": 12.6691, "step": 70 }, { "epoch": 1.16, "learning_rate": 7.7e-06, "loss": 10.8955, "step": 80 }, { "epoch": 1.3, "learning_rate": 8.7e-06, "loss": 12.1493, "step": 90 }, { "epoch": 1.45, "learning_rate": 9.7e-06, "loss": 11.5678, "step": 100 }, { "epoch": 1.59, "learning_rate": 1.0700000000000001e-05, "loss": 10.1412, "step": 110 }, { "epoch": 1.74, "learning_rate": 1.1700000000000001e-05, "loss": 10.6275, "step": 120 }, { "epoch": 1.88, "learning_rate": 1.27e-05, "loss": 9.1186, "step": 130 }, { "epoch": 2.03, "learning_rate": 1.3700000000000001e-05, "loss": 7.4903, "step": 140 }, { "epoch": 2.17, "learning_rate": 1.47e-05, "loss": 6.6567, "step": 150 }, { "epoch": 2.32, "learning_rate": 1.5700000000000002e-05, "loss": 4.9907, "step": 160 }, { "epoch": 2.46, "learning_rate": 1.6700000000000003e-05, "loss": 5.5332, "step": 170 }, { "epoch": 2.61, "learning_rate": 1.77e-05, "loss": 4.5061, "step": 180 }, { "epoch": 2.75, "learning_rate": 1.87e-05, "loss": 4.2245, "step": 190 }, { "epoch": 2.9, "learning_rate": 1.97e-05, "loss": 4.057, "step": 200 }, { "epoch": 3.04, "learning_rate": 2.07e-05, "loss": 3.588, "step": 210 }, { "epoch": 3.19, "learning_rate": 2.1700000000000002e-05, "loss": 3.5628, "step": 220 }, { "epoch": 3.33, "learning_rate": 2.2700000000000003e-05, "loss": 3.4737, "step": 230 }, { "epoch": 3.48, "learning_rate": 2.37e-05, "loss": 3.3541, "step": 240 }, { "epoch": 3.62, "learning_rate": 2.47e-05, "loss": 3.2015, "step": 250 }, { "epoch": 3.77, "learning_rate": 2.57e-05, "loss": 3.2003, "step": 260 }, { "epoch": 3.91, "learning_rate": 2.6700000000000002e-05, "loss": 3.4131, "step": 270 }, { "epoch": 4.06, "learning_rate": 2.7700000000000002e-05, "loss": 3.0602, "step": 280 }, { "epoch": 4.2, "learning_rate": 2.87e-05, "loss": 3.27, "step": 290 }, { "epoch": 4.35, "learning_rate": 2.97e-05, "loss": 3.0795, "step": 300 }, { "epoch": 4.49, "learning_rate": 3.06e-05, "loss": 3.0245, "step": 310 }, { "epoch": 4.64, "learning_rate": 3.16e-05, "loss": 2.9565, "step": 320 }, { "epoch": 4.78, "learning_rate": 3.26e-05, "loss": 2.9714, "step": 330 }, { "epoch": 4.93, "learning_rate": 3.3600000000000004e-05, "loss": 3.06, "step": 340 }, { "epoch": 5.07, "learning_rate": 3.46e-05, "loss": 2.9985, "step": 350 }, { "epoch": 5.22, "learning_rate": 3.56e-05, "loss": 3.0004, "step": 360 }, { "epoch": 5.36, "learning_rate": 3.66e-05, "loss": 2.9545, "step": 370 }, { "epoch": 5.51, "learning_rate": 3.76e-05, "loss": 2.9668, "step": 380 }, { "epoch": 5.65, "learning_rate": 3.86e-05, "loss": 2.995, "step": 390 }, { "epoch": 5.8, "learning_rate": 3.960000000000001e-05, "loss": 3.0165, "step": 400 }, { "epoch": 5.94, "learning_rate": 4.0600000000000004e-05, "loss": 2.9506, "step": 410 }, { "epoch": 6.09, "learning_rate": 4.16e-05, "loss": 2.9652, "step": 420 }, { "epoch": 6.23, "learning_rate": 4.26e-05, "loss": 3.011, "step": 430 }, { "epoch": 6.38, "learning_rate": 4.36e-05, "loss": 2.9217, "step": 440 }, { "epoch": 6.52, "learning_rate": 4.46e-05, "loss": 3.0549, "step": 450 }, { "epoch": 6.67, "learning_rate": 4.5600000000000004e-05, "loss": 2.9966, "step": 460 }, { "epoch": 6.81, "learning_rate": 4.660000000000001e-05, "loss": 2.9123, "step": 470 }, { "epoch": 6.96, "learning_rate": 4.76e-05, "loss": 2.9838, "step": 480 }, { "epoch": 7.1, "learning_rate": 4.86e-05, "loss": 2.9364, "step": 490 }, { "epoch": 7.25, "learning_rate": 4.96e-05, "loss": 2.9888, "step": 500 }, { "epoch": 7.25, "eval_loss": 2.9192206859588623, "eval_runtime": 601.3365, "eval_samples_per_second": 5.644, "eval_steps_per_second": 0.707, "eval_wer": 1.0, "step": 500 }, { "epoch": 7.39, "learning_rate": 5.0600000000000003e-05, "loss": 2.8978, "step": 510 }, { "epoch": 7.54, "learning_rate": 5.16e-05, "loss": 2.914, "step": 520 }, { "epoch": 7.68, "learning_rate": 5.2600000000000005e-05, "loss": 3.0331, "step": 530 }, { "epoch": 7.83, "learning_rate": 5.360000000000001e-05, "loss": 2.9362, "step": 540 }, { "epoch": 7.97, "learning_rate": 5.4600000000000006e-05, "loss": 2.9437, "step": 550 }, { "epoch": 8.12, "learning_rate": 5.560000000000001e-05, "loss": 2.9124, "step": 560 }, { "epoch": 8.26, "learning_rate": 5.66e-05, "loss": 2.9353, "step": 570 }, { "epoch": 8.41, "learning_rate": 5.76e-05, "loss": 2.9313, "step": 580 }, { "epoch": 8.55, "learning_rate": 5.86e-05, "loss": 2.954, "step": 590 }, { "epoch": 8.7, "learning_rate": 5.96e-05, "loss": 2.9495, "step": 600 }, { "epoch": 8.84, "learning_rate": 6.06e-05, "loss": 2.9209, "step": 610 }, { "epoch": 8.99, "learning_rate": 6.16e-05, "loss": 2.9983, "step": 620 }, { "epoch": 9.13, "learning_rate": 6.26e-05, "loss": 2.8978, "step": 630 }, { "epoch": 9.28, "learning_rate": 6.35e-05, "loss": 2.921, "step": 640 }, { "epoch": 9.42, "learning_rate": 6.450000000000001e-05, "loss": 2.9351, "step": 650 }, { "epoch": 9.57, "learning_rate": 6.55e-05, "loss": 2.9152, "step": 660 }, { "epoch": 9.71, "learning_rate": 6.65e-05, "loss": 2.984, "step": 670 }, { "epoch": 9.86, "learning_rate": 6.750000000000001e-05, "loss": 2.907, "step": 680 }, { "epoch": 10.0, "learning_rate": 6.850000000000001e-05, "loss": 2.9913, "step": 690 }, { "epoch": 10.14, "learning_rate": 6.95e-05, "loss": 2.9054, "step": 700 }, { "epoch": 10.29, "learning_rate": 7.05e-05, "loss": 2.9958, "step": 710 }, { "epoch": 10.43, "learning_rate": 7.15e-05, "loss": 2.91, "step": 720 }, { "epoch": 10.58, "learning_rate": 7.25e-05, "loss": 2.904, "step": 730 }, { "epoch": 10.72, "learning_rate": 7.35e-05, "loss": 2.9181, "step": 740 }, { "epoch": 10.87, "learning_rate": 7.450000000000001e-05, "loss": 2.8968, "step": 750 }, { "epoch": 11.01, "learning_rate": 7.55e-05, "loss": 2.9142, "step": 760 }, { "epoch": 11.16, "learning_rate": 7.65e-05, "loss": 2.9257, "step": 770 }, { "epoch": 11.3, "learning_rate": 7.75e-05, "loss": 2.958, "step": 780 }, { "epoch": 11.45, "learning_rate": 7.850000000000001e-05, "loss": 2.9208, "step": 790 }, { "epoch": 11.59, "learning_rate": 7.950000000000001e-05, "loss": 2.9139, "step": 800 }, { "epoch": 11.74, "learning_rate": 8.05e-05, "loss": 2.9225, "step": 810 }, { "epoch": 11.88, "learning_rate": 8.15e-05, "loss": 2.8919, "step": 820 }, { "epoch": 12.03, "learning_rate": 8.25e-05, "loss": 2.9232, "step": 830 }, { "epoch": 12.17, "learning_rate": 8.35e-05, "loss": 2.92, "step": 840 }, { "epoch": 12.32, "learning_rate": 8.450000000000001e-05, "loss": 2.8916, "step": 850 }, { "epoch": 12.46, "learning_rate": 8.55e-05, "loss": 2.9289, "step": 860 }, { "epoch": 12.61, "learning_rate": 8.65e-05, "loss": 2.8714, "step": 870 }, { "epoch": 12.75, "learning_rate": 8.75e-05, "loss": 2.9255, "step": 880 }, { "epoch": 12.9, "learning_rate": 8.850000000000001e-05, "loss": 2.9071, "step": 890 }, { "epoch": 13.04, "learning_rate": 8.950000000000001e-05, "loss": 2.8934, "step": 900 }, { "epoch": 13.19, "learning_rate": 9.05e-05, "loss": 2.9482, "step": 910 }, { "epoch": 13.33, "learning_rate": 9.15e-05, "loss": 2.8965, "step": 920 }, { "epoch": 13.48, "learning_rate": 9.250000000000001e-05, "loss": 2.8906, "step": 930 }, { "epoch": 13.62, "learning_rate": 9.350000000000001e-05, "loss": 2.8707, "step": 940 }, { "epoch": 13.77, "learning_rate": 9.449999999999999e-05, "loss": 2.935, "step": 950 }, { "epoch": 13.91, "learning_rate": 9.55e-05, "loss": 2.9169, "step": 960 }, { "epoch": 14.06, "learning_rate": 9.65e-05, "loss": 2.8785, "step": 970 }, { "epoch": 14.2, "learning_rate": 9.75e-05, "loss": 2.914, "step": 980 }, { "epoch": 14.35, "learning_rate": 9.850000000000001e-05, "loss": 2.9282, "step": 990 }, { "epoch": 14.49, "learning_rate": 9.95e-05, "loss": 2.9313, "step": 1000 }, { "epoch": 14.49, "eval_loss": 2.869788646697998, "eval_runtime": 583.4175, "eval_samples_per_second": 5.817, "eval_steps_per_second": 0.728, "eval_wer": 1.0, "step": 1000 }, { "epoch": 14.64, "learning_rate": 9.991525423728813e-05, "loss": 2.8698, "step": 1010 }, { "epoch": 14.78, "learning_rate": 9.974576271186441e-05, "loss": 2.9056, "step": 1020 }, { "epoch": 14.93, "learning_rate": 9.957627118644068e-05, "loss": 2.8838, "step": 1030 }, { "epoch": 15.07, "learning_rate": 9.940677966101696e-05, "loss": 2.8688, "step": 1040 }, { "epoch": 15.22, "learning_rate": 9.923728813559322e-05, "loss": 2.9192, "step": 1050 }, { "epoch": 15.36, "learning_rate": 9.906779661016949e-05, "loss": 2.8884, "step": 1060 }, { "epoch": 15.51, "learning_rate": 9.889830508474577e-05, "loss": 2.9437, "step": 1070 }, { "epoch": 15.65, "learning_rate": 9.872881355932204e-05, "loss": 2.8941, "step": 1080 }, { "epoch": 15.8, "learning_rate": 9.85593220338983e-05, "loss": 2.8788, "step": 1090 }, { "epoch": 15.94, "learning_rate": 9.838983050847458e-05, "loss": 2.8942, "step": 1100 }, { "epoch": 16.09, "learning_rate": 9.822033898305085e-05, "loss": 2.9077, "step": 1110 }, { "epoch": 16.23, "learning_rate": 9.805084745762713e-05, "loss": 2.9044, "step": 1120 }, { "epoch": 16.38, "learning_rate": 9.78813559322034e-05, "loss": 2.8415, "step": 1130 }, { "epoch": 16.52, "learning_rate": 9.771186440677966e-05, "loss": 2.8204, "step": 1140 }, { "epoch": 16.67, "learning_rate": 9.754237288135594e-05, "loss": 2.7944, "step": 1150 }, { "epoch": 16.81, "learning_rate": 9.737288135593221e-05, "loss": 2.7636, "step": 1160 }, { "epoch": 16.96, "learning_rate": 9.720338983050849e-05, "loss": 2.7104, "step": 1170 }, { "epoch": 17.1, "learning_rate": 9.703389830508474e-05, "loss": 2.529, "step": 1180 }, { "epoch": 17.25, "learning_rate": 9.686440677966102e-05, "loss": 2.4256, "step": 1190 }, { "epoch": 17.39, "learning_rate": 9.66949152542373e-05, "loss": 2.3963, "step": 1200 }, { "epoch": 17.54, "learning_rate": 9.652542372881357e-05, "loss": 2.1997, "step": 1210 }, { "epoch": 17.68, "learning_rate": 9.635593220338983e-05, "loss": 2.1107, "step": 1220 }, { "epoch": 17.83, "learning_rate": 9.61864406779661e-05, "loss": 1.9865, "step": 1230 }, { "epoch": 17.97, "learning_rate": 9.601694915254238e-05, "loss": 1.7979, "step": 1240 }, { "epoch": 18.12, "learning_rate": 9.584745762711866e-05, "loss": 1.6753, "step": 1250 }, { "epoch": 18.26, "learning_rate": 9.567796610169491e-05, "loss": 1.6191, "step": 1260 }, { "epoch": 18.41, "learning_rate": 9.550847457627119e-05, "loss": 1.6077, "step": 1270 }, { "epoch": 18.55, "learning_rate": 9.533898305084746e-05, "loss": 1.5907, "step": 1280 }, { "epoch": 18.7, "learning_rate": 9.516949152542374e-05, "loss": 1.4164, "step": 1290 }, { "epoch": 18.84, "learning_rate": 9.5e-05, "loss": 1.596, "step": 1300 }, { "epoch": 18.99, "learning_rate": 9.483050847457627e-05, "loss": 1.3845, "step": 1310 }, { "epoch": 19.13, "learning_rate": 9.466101694915255e-05, "loss": 1.4502, "step": 1320 }, { "epoch": 19.28, "learning_rate": 9.449152542372882e-05, "loss": 1.3023, "step": 1330 }, { "epoch": 19.42, "learning_rate": 9.432203389830508e-05, "loss": 1.2154, "step": 1340 }, { "epoch": 19.57, "learning_rate": 9.415254237288136e-05, "loss": 1.1851, "step": 1350 }, { "epoch": 19.71, "learning_rate": 9.398305084745763e-05, "loss": 1.1953, "step": 1360 }, { "epoch": 19.86, "learning_rate": 9.381355932203391e-05, "loss": 1.1922, "step": 1370 }, { "epoch": 20.0, "learning_rate": 9.364406779661016e-05, "loss": 1.2421, "step": 1380 }, { "epoch": 20.14, "learning_rate": 9.347457627118644e-05, "loss": 1.3635, "step": 1390 }, { "epoch": 20.29, "learning_rate": 9.330508474576271e-05, "loss": 1.1689, "step": 1400 }, { "epoch": 20.43, "learning_rate": 9.313559322033899e-05, "loss": 1.2484, "step": 1410 }, { "epoch": 20.58, "learning_rate": 9.296610169491527e-05, "loss": 1.1633, "step": 1420 }, { "epoch": 20.72, "learning_rate": 9.279661016949152e-05, "loss": 1.2084, "step": 1430 }, { "epoch": 20.87, "learning_rate": 9.26271186440678e-05, "loss": 1.1117, "step": 1440 }, { "epoch": 21.01, "learning_rate": 9.245762711864407e-05, "loss": 1.0455, "step": 1450 }, { "epoch": 21.16, "learning_rate": 9.228813559322035e-05, "loss": 1.0456, "step": 1460 }, { "epoch": 21.3, "learning_rate": 9.211864406779661e-05, "loss": 1.1641, "step": 1470 }, { "epoch": 21.45, "learning_rate": 9.194915254237288e-05, "loss": 1.0116, "step": 1480 }, { "epoch": 21.59, "learning_rate": 9.177966101694916e-05, "loss": 1.0744, "step": 1490 }, { "epoch": 21.74, "learning_rate": 9.161016949152543e-05, "loss": 1.068, "step": 1500 }, { "epoch": 21.74, "eval_loss": 0.2646801173686981, "eval_runtime": 584.2239, "eval_samples_per_second": 5.809, "eval_steps_per_second": 0.727, "eval_wer": 0.2564981222624888, "step": 1500 }, { "epoch": 21.88, "learning_rate": 9.14406779661017e-05, "loss": 0.949, "step": 1510 }, { "epoch": 22.03, "learning_rate": 9.127118644067797e-05, "loss": 1.0756, "step": 1520 }, { "epoch": 22.17, "learning_rate": 9.110169491525424e-05, "loss": 1.0889, "step": 1530 }, { "epoch": 22.32, "learning_rate": 9.093220338983052e-05, "loss": 1.0893, "step": 1540 }, { "epoch": 22.46, "learning_rate": 9.076271186440677e-05, "loss": 0.9964, "step": 1550 }, { "epoch": 22.61, "learning_rate": 9.059322033898305e-05, "loss": 0.9238, "step": 1560 }, { "epoch": 22.75, "learning_rate": 9.042372881355933e-05, "loss": 0.9582, "step": 1570 }, { "epoch": 22.9, "learning_rate": 9.02542372881356e-05, "loss": 0.9654, "step": 1580 }, { "epoch": 23.04, "learning_rate": 9.008474576271187e-05, "loss": 0.8715, "step": 1590 }, { "epoch": 23.19, "learning_rate": 8.991525423728813e-05, "loss": 0.9353, "step": 1600 }, { "epoch": 23.33, "learning_rate": 8.974576271186441e-05, "loss": 0.9148, "step": 1610 }, { "epoch": 23.48, "learning_rate": 8.957627118644069e-05, "loss": 0.9696, "step": 1620 }, { "epoch": 23.62, "learning_rate": 8.940677966101694e-05, "loss": 0.9165, "step": 1630 }, { "epoch": 23.77, "learning_rate": 8.923728813559322e-05, "loss": 0.9927, "step": 1640 }, { "epoch": 23.91, "learning_rate": 8.906779661016949e-05, "loss": 0.9624, "step": 1650 }, { "epoch": 24.06, "learning_rate": 8.889830508474577e-05, "loss": 0.9503, "step": 1660 }, { "epoch": 24.2, "learning_rate": 8.872881355932204e-05, "loss": 0.9891, "step": 1670 }, { "epoch": 24.35, "learning_rate": 8.85593220338983e-05, "loss": 0.9596, "step": 1680 }, { "epoch": 24.49, "learning_rate": 8.838983050847458e-05, "loss": 0.9499, "step": 1690 }, { "epoch": 24.64, "learning_rate": 8.822033898305085e-05, "loss": 0.8957, "step": 1700 }, { "epoch": 24.78, "learning_rate": 8.805084745762713e-05, "loss": 0.862, "step": 1710 }, { "epoch": 24.93, "learning_rate": 8.78813559322034e-05, "loss": 0.9045, "step": 1720 }, { "epoch": 25.07, "learning_rate": 8.771186440677966e-05, "loss": 1.0047, "step": 1730 }, { "epoch": 25.22, "learning_rate": 8.754237288135594e-05, "loss": 1.0456, "step": 1740 }, { "epoch": 25.36, "learning_rate": 8.737288135593221e-05, "loss": 1.2944, "step": 1750 }, { "epoch": 25.51, "learning_rate": 8.720338983050848e-05, "loss": 0.9649, "step": 1760 }, { "epoch": 25.65, "learning_rate": 8.703389830508476e-05, "loss": 0.903, "step": 1770 }, { "epoch": 25.8, "learning_rate": 8.686440677966102e-05, "loss": 0.8972, "step": 1780 }, { "epoch": 25.94, "learning_rate": 8.66949152542373e-05, "loss": 0.9095, "step": 1790 }, { "epoch": 26.09, "learning_rate": 8.652542372881355e-05, "loss": 0.8686, "step": 1800 }, { "epoch": 26.23, "learning_rate": 8.635593220338983e-05, "loss": 0.7924, "step": 1810 }, { "epoch": 26.38, "learning_rate": 8.61864406779661e-05, "loss": 0.8395, "step": 1820 }, { "epoch": 26.52, "learning_rate": 8.601694915254238e-05, "loss": 0.8397, "step": 1830 }, { "epoch": 26.67, "learning_rate": 8.584745762711865e-05, "loss": 0.9085, "step": 1840 }, { "epoch": 26.81, "learning_rate": 8.567796610169491e-05, "loss": 0.9359, "step": 1850 }, { "epoch": 26.96, "learning_rate": 8.55084745762712e-05, "loss": 0.9281, "step": 1860 }, { "epoch": 27.1, "learning_rate": 8.533898305084746e-05, "loss": 0.8757, "step": 1870 }, { "epoch": 27.25, "learning_rate": 8.516949152542373e-05, "loss": 0.8233, "step": 1880 }, { "epoch": 27.39, "learning_rate": 8.5e-05, "loss": 0.9204, "step": 1890 }, { "epoch": 27.54, "learning_rate": 8.483050847457627e-05, "loss": 0.8401, "step": 1900 }, { "epoch": 27.68, "learning_rate": 8.466101694915255e-05, "loss": 0.8236, "step": 1910 }, { "epoch": 27.83, "learning_rate": 8.449152542372882e-05, "loss": 0.8152, "step": 1920 }, { "epoch": 27.97, "learning_rate": 8.432203389830509e-05, "loss": 0.8678, "step": 1930 }, { "epoch": 28.12, "learning_rate": 8.415254237288137e-05, "loss": 0.8236, "step": 1940 }, { "epoch": 28.26, "learning_rate": 8.398305084745763e-05, "loss": 0.8069, "step": 1950 }, { "epoch": 28.41, "learning_rate": 8.381355932203391e-05, "loss": 0.849, "step": 1960 }, { "epoch": 28.55, "learning_rate": 8.364406779661016e-05, "loss": 0.8725, "step": 1970 }, { "epoch": 28.7, "learning_rate": 8.347457627118644e-05, "loss": 1.1043, "step": 1980 }, { "epoch": 28.84, "learning_rate": 8.330508474576272e-05, "loss": 0.8797, "step": 1990 }, { "epoch": 28.99, "learning_rate": 8.313559322033899e-05, "loss": 0.8151, "step": 2000 }, { "epoch": 28.99, "eval_loss": 0.2066880613565445, "eval_runtime": 586.2698, "eval_samples_per_second": 5.789, "eval_steps_per_second": 0.725, "eval_wer": 0.17191364872749385, "step": 2000 }, { "epoch": 29.13, "learning_rate": 8.296610169491526e-05, "loss": 0.7783, "step": 2010 }, { "epoch": 29.28, "learning_rate": 8.279661016949152e-05, "loss": 0.9059, "step": 2020 }, { "epoch": 29.42, "learning_rate": 8.26271186440678e-05, "loss": 0.7881, "step": 2030 }, { "epoch": 29.57, "learning_rate": 8.245762711864407e-05, "loss": 0.8869, "step": 2040 }, { "epoch": 29.71, "learning_rate": 8.228813559322034e-05, "loss": 0.93, "step": 2050 }, { "epoch": 29.86, "learning_rate": 8.211864406779662e-05, "loss": 0.83, "step": 2060 }, { "epoch": 30.0, "learning_rate": 8.194915254237288e-05, "loss": 0.7013, "step": 2070 }, { "epoch": 30.14, "learning_rate": 8.177966101694916e-05, "loss": 0.7469, "step": 2080 }, { "epoch": 30.29, "learning_rate": 8.161016949152543e-05, "loss": 0.8841, "step": 2090 }, { "epoch": 30.43, "learning_rate": 8.14406779661017e-05, "loss": 0.7999, "step": 2100 }, { "epoch": 30.58, "learning_rate": 8.127118644067797e-05, "loss": 0.875, "step": 2110 }, { "epoch": 30.72, "learning_rate": 8.110169491525424e-05, "loss": 0.7745, "step": 2120 }, { "epoch": 30.87, "learning_rate": 8.093220338983051e-05, "loss": 0.8997, "step": 2130 }, { "epoch": 31.01, "learning_rate": 8.076271186440679e-05, "loss": 0.8064, "step": 2140 }, { "epoch": 31.16, "learning_rate": 8.059322033898305e-05, "loss": 0.8057, "step": 2150 }, { "epoch": 31.3, "learning_rate": 8.042372881355933e-05, "loss": 0.7763, "step": 2160 }, { "epoch": 31.45, "learning_rate": 8.025423728813559e-05, "loss": 0.7625, "step": 2170 }, { "epoch": 31.59, "learning_rate": 8.008474576271187e-05, "loss": 0.7622, "step": 2180 }, { "epoch": 31.74, "learning_rate": 7.991525423728813e-05, "loss": 0.8415, "step": 2190 }, { "epoch": 31.88, "learning_rate": 7.974576271186441e-05, "loss": 0.7549, "step": 2200 }, { "epoch": 32.03, "learning_rate": 7.957627118644068e-05, "loss": 0.8678, "step": 2210 }, { "epoch": 32.17, "learning_rate": 7.940677966101695e-05, "loss": 0.7861, "step": 2220 }, { "epoch": 32.32, "learning_rate": 7.923728813559323e-05, "loss": 0.7887, "step": 2230 }, { "epoch": 32.46, "learning_rate": 7.906779661016949e-05, "loss": 0.6937, "step": 2240 }, { "epoch": 32.61, "learning_rate": 7.889830508474577e-05, "loss": 0.746, "step": 2250 }, { "epoch": 32.75, "learning_rate": 7.872881355932204e-05, "loss": 0.7307, "step": 2260 }, { "epoch": 32.9, "learning_rate": 7.85593220338983e-05, "loss": 0.758, "step": 2270 }, { "epoch": 33.04, "learning_rate": 7.838983050847458e-05, "loss": 0.7016, "step": 2280 }, { "epoch": 33.19, "learning_rate": 7.822033898305085e-05, "loss": 0.7936, "step": 2290 }, { "epoch": 33.33, "learning_rate": 7.805084745762712e-05, "loss": 0.7138, "step": 2300 }, { "epoch": 33.48, "learning_rate": 7.78813559322034e-05, "loss": 0.8223, "step": 2310 }, { "epoch": 33.62, "learning_rate": 7.771186440677966e-05, "loss": 0.8025, "step": 2320 }, { "epoch": 33.77, "learning_rate": 7.754237288135594e-05, "loss": 0.9172, "step": 2330 }, { "epoch": 33.91, "learning_rate": 7.73728813559322e-05, "loss": 0.914, "step": 2340 }, { "epoch": 34.06, "learning_rate": 7.720338983050848e-05, "loss": 0.7792, "step": 2350 }, { "epoch": 34.2, "learning_rate": 7.703389830508476e-05, "loss": 0.7518, "step": 2360 }, { "epoch": 34.35, "learning_rate": 7.686440677966102e-05, "loss": 0.7291, "step": 2370 }, { "epoch": 34.49, "learning_rate": 7.669491525423729e-05, "loss": 0.7946, "step": 2380 }, { "epoch": 34.64, "learning_rate": 7.652542372881356e-05, "loss": 0.721, "step": 2390 }, { "epoch": 34.78, "learning_rate": 7.635593220338984e-05, "loss": 0.725, "step": 2400 }, { "epoch": 34.93, "learning_rate": 7.618644067796612e-05, "loss": 0.7771, "step": 2410 }, { "epoch": 35.07, "learning_rate": 7.601694915254237e-05, "loss": 0.7069, "step": 2420 }, { "epoch": 35.22, "learning_rate": 7.584745762711865e-05, "loss": 0.7194, "step": 2430 }, { "epoch": 35.36, "learning_rate": 7.567796610169491e-05, "loss": 0.7174, "step": 2440 }, { "epoch": 35.51, "learning_rate": 7.55084745762712e-05, "loss": 0.752, "step": 2450 }, { "epoch": 35.65, "learning_rate": 7.533898305084746e-05, "loss": 0.7291, "step": 2460 }, { "epoch": 35.8, "learning_rate": 7.516949152542373e-05, "loss": 0.8244, "step": 2470 }, { "epoch": 35.94, "learning_rate": 7.500000000000001e-05, "loss": 0.7068, "step": 2480 }, { "epoch": 36.09, "learning_rate": 7.483050847457627e-05, "loss": 0.8703, "step": 2490 }, { "epoch": 36.23, "learning_rate": 7.466101694915255e-05, "loss": 0.764, "step": 2500 }, { "epoch": 36.23, "eval_loss": 0.1974831521511078, "eval_runtime": 581.603, "eval_samples_per_second": 5.836, "eval_steps_per_second": 0.731, "eval_wer": 0.1567931366023223, "step": 2500 }, { "epoch": 36.38, "learning_rate": 7.449152542372882e-05, "loss": 0.7373, "step": 2510 }, { "epoch": 36.52, "learning_rate": 7.432203389830509e-05, "loss": 0.7291, "step": 2520 }, { "epoch": 36.67, "learning_rate": 7.415254237288137e-05, "loss": 0.8097, "step": 2530 }, { "epoch": 36.81, "learning_rate": 7.398305084745763e-05, "loss": 0.738, "step": 2540 }, { "epoch": 36.96, "learning_rate": 7.38135593220339e-05, "loss": 0.7335, "step": 2550 }, { "epoch": 37.1, "learning_rate": 7.364406779661018e-05, "loss": 0.7293, "step": 2560 }, { "epoch": 37.25, "learning_rate": 7.347457627118645e-05, "loss": 0.7483, "step": 2570 }, { "epoch": 37.39, "learning_rate": 7.330508474576272e-05, "loss": 0.6923, "step": 2580 }, { "epoch": 37.54, "learning_rate": 7.313559322033898e-05, "loss": 0.663, "step": 2590 }, { "epoch": 37.68, "learning_rate": 7.296610169491526e-05, "loss": 0.7579, "step": 2600 }, { "epoch": 37.83, "learning_rate": 7.279661016949152e-05, "loss": 0.6966, "step": 2610 }, { "epoch": 37.97, "learning_rate": 7.26271186440678e-05, "loss": 0.7184, "step": 2620 }, { "epoch": 38.12, "learning_rate": 7.245762711864407e-05, "loss": 0.7068, "step": 2630 }, { "epoch": 38.26, "learning_rate": 7.228813559322034e-05, "loss": 0.6998, "step": 2640 }, { "epoch": 38.41, "learning_rate": 7.211864406779662e-05, "loss": 0.7044, "step": 2650 }, { "epoch": 38.55, "learning_rate": 7.194915254237288e-05, "loss": 0.6947, "step": 2660 }, { "epoch": 38.7, "learning_rate": 7.177966101694915e-05, "loss": 0.6872, "step": 2670 }, { "epoch": 38.84, "learning_rate": 7.161016949152543e-05, "loss": 0.7555, "step": 2680 }, { "epoch": 38.99, "learning_rate": 7.14406779661017e-05, "loss": 0.7157, "step": 2690 }, { "epoch": 39.13, "learning_rate": 7.127118644067798e-05, "loss": 0.751, "step": 2700 }, { "epoch": 39.28, "learning_rate": 7.110169491525424e-05, "loss": 0.7603, "step": 2710 }, { "epoch": 39.42, "learning_rate": 7.093220338983051e-05, "loss": 0.7847, "step": 2720 }, { "epoch": 39.57, "learning_rate": 7.076271186440679e-05, "loss": 0.7842, "step": 2730 }, { "epoch": 39.71, "learning_rate": 7.059322033898305e-05, "loss": 0.7265, "step": 2740 }, { "epoch": 39.86, "learning_rate": 7.042372881355933e-05, "loss": 0.7328, "step": 2750 }, { "epoch": 40.0, "learning_rate": 7.025423728813559e-05, "loss": 0.6276, "step": 2760 }, { "epoch": 40.14, "learning_rate": 7.008474576271187e-05, "loss": 0.6662, "step": 2770 }, { "epoch": 40.29, "learning_rate": 6.991525423728815e-05, "loss": 0.6845, "step": 2780 }, { "epoch": 40.43, "learning_rate": 6.974576271186441e-05, "loss": 0.76, "step": 2790 }, { "epoch": 40.58, "learning_rate": 6.957627118644068e-05, "loss": 0.7495, "step": 2800 }, { "epoch": 40.72, "learning_rate": 6.940677966101695e-05, "loss": 0.631, "step": 2810 }, { "epoch": 40.87, "learning_rate": 6.923728813559323e-05, "loss": 0.7702, "step": 2820 }, { "epoch": 41.01, "learning_rate": 6.906779661016949e-05, "loss": 0.7912, "step": 2830 }, { "epoch": 41.16, "learning_rate": 6.889830508474576e-05, "loss": 0.6516, "step": 2840 }, { "epoch": 41.3, "learning_rate": 6.872881355932204e-05, "loss": 0.8212, "step": 2850 }, { "epoch": 41.45, "learning_rate": 6.85593220338983e-05, "loss": 0.7247, "step": 2860 }, { "epoch": 41.59, "learning_rate": 6.838983050847459e-05, "loss": 0.7021, "step": 2870 }, { "epoch": 41.74, "learning_rate": 6.822033898305085e-05, "loss": 0.7079, "step": 2880 }, { "epoch": 41.88, "learning_rate": 6.805084745762712e-05, "loss": 0.7184, "step": 2890 }, { "epoch": 42.03, "learning_rate": 6.78813559322034e-05, "loss": 0.8249, "step": 2900 }, { "epoch": 42.17, "learning_rate": 6.771186440677966e-05, "loss": 0.6589, "step": 2910 }, { "epoch": 42.32, "learning_rate": 6.754237288135593e-05, "loss": 0.6485, "step": 2920 }, { "epoch": 42.46, "learning_rate": 6.737288135593221e-05, "loss": 0.7682, "step": 2930 }, { "epoch": 42.61, "learning_rate": 6.720338983050848e-05, "loss": 0.7569, "step": 2940 }, { "epoch": 42.75, "learning_rate": 6.703389830508476e-05, "loss": 0.6338, "step": 2950 }, { "epoch": 42.9, "learning_rate": 6.686440677966101e-05, "loss": 0.731, "step": 2960 }, { "epoch": 43.04, "learning_rate": 6.669491525423729e-05, "loss": 0.6278, "step": 2970 }, { "epoch": 43.19, "learning_rate": 6.652542372881356e-05, "loss": 0.6538, "step": 2980 }, { "epoch": 43.33, "learning_rate": 6.635593220338984e-05, "loss": 0.7682, "step": 2990 }, { "epoch": 43.48, "learning_rate": 6.61864406779661e-05, "loss": 0.7332, "step": 3000 }, { "epoch": 43.48, "eval_loss": 0.18117694556713104, "eval_runtime": 588.8092, "eval_samples_per_second": 5.764, "eval_steps_per_second": 0.722, "eval_wer": 0.14625808413250171, "step": 3000 }, { "epoch": 43.62, "learning_rate": 6.601694915254237e-05, "loss": 0.6994, "step": 3010 }, { "epoch": 43.77, "learning_rate": 6.584745762711865e-05, "loss": 0.6738, "step": 3020 }, { "epoch": 43.91, "learning_rate": 6.567796610169492e-05, "loss": 0.6887, "step": 3030 }, { "epoch": 44.06, "learning_rate": 6.55084745762712e-05, "loss": 0.6816, "step": 3040 }, { "epoch": 44.2, "learning_rate": 6.533898305084746e-05, "loss": 0.7649, "step": 3050 }, { "epoch": 44.35, "learning_rate": 6.516949152542373e-05, "loss": 0.6712, "step": 3060 }, { "epoch": 44.49, "learning_rate": 6.500000000000001e-05, "loss": 0.6683, "step": 3070 }, { "epoch": 44.64, "learning_rate": 6.483050847457627e-05, "loss": 0.696, "step": 3080 }, { "epoch": 44.78, "learning_rate": 6.466101694915254e-05, "loss": 0.8165, "step": 3090 }, { "epoch": 44.93, "learning_rate": 6.449152542372882e-05, "loss": 0.7633, "step": 3100 }, { "epoch": 45.07, "learning_rate": 6.432203389830509e-05, "loss": 0.6813, "step": 3110 }, { "epoch": 45.22, "learning_rate": 6.415254237288137e-05, "loss": 0.6951, "step": 3120 }, { "epoch": 45.36, "learning_rate": 6.398305084745762e-05, "loss": 0.7011, "step": 3130 }, { "epoch": 45.51, "learning_rate": 6.38135593220339e-05, "loss": 0.6952, "step": 3140 }, { "epoch": 45.65, "learning_rate": 6.364406779661018e-05, "loss": 0.6875, "step": 3150 }, { "epoch": 45.8, "learning_rate": 6.347457627118645e-05, "loss": 0.689, "step": 3160 }, { "epoch": 45.94, "learning_rate": 6.330508474576271e-05, "loss": 0.7438, "step": 3170 }, { "epoch": 46.09, "learning_rate": 6.313559322033898e-05, "loss": 0.7675, "step": 3180 }, { "epoch": 46.23, "learning_rate": 6.296610169491526e-05, "loss": 0.6308, "step": 3190 }, { "epoch": 46.38, "learning_rate": 6.279661016949154e-05, "loss": 0.6733, "step": 3200 }, { "epoch": 46.52, "learning_rate": 6.262711864406779e-05, "loss": 0.7072, "step": 3210 }, { "epoch": 46.67, "learning_rate": 6.245762711864407e-05, "loss": 0.6429, "step": 3220 }, { "epoch": 46.81, "learning_rate": 6.228813559322034e-05, "loss": 0.7316, "step": 3230 }, { "epoch": 46.96, "learning_rate": 6.211864406779662e-05, "loss": 0.6912, "step": 3240 }, { "epoch": 47.1, "learning_rate": 6.194915254237288e-05, "loss": 0.7583, "step": 3250 }, { "epoch": 47.25, "learning_rate": 6.177966101694915e-05, "loss": 0.6429, "step": 3260 }, { "epoch": 47.39, "learning_rate": 6.161016949152543e-05, "loss": 0.7152, "step": 3270 }, { "epoch": 47.54, "learning_rate": 6.14406779661017e-05, "loss": 0.8123, "step": 3280 }, { "epoch": 47.68, "learning_rate": 6.127118644067798e-05, "loss": 0.737, "step": 3290 }, { "epoch": 47.83, "learning_rate": 6.110169491525424e-05, "loss": 0.6072, "step": 3300 }, { "epoch": 47.97, "learning_rate": 6.093220338983051e-05, "loss": 0.681, "step": 3310 }, { "epoch": 48.12, "learning_rate": 6.076271186440678e-05, "loss": 0.6064, "step": 3320 }, { "epoch": 48.26, "learning_rate": 6.0593220338983056e-05, "loss": 0.6178, "step": 3330 }, { "epoch": 48.41, "learning_rate": 6.042372881355932e-05, "loss": 0.7126, "step": 3340 }, { "epoch": 48.55, "learning_rate": 6.0254237288135595e-05, "loss": 0.7283, "step": 3350 }, { "epoch": 48.7, "learning_rate": 6.008474576271187e-05, "loss": 0.6796, "step": 3360 }, { "epoch": 48.84, "learning_rate": 5.991525423728814e-05, "loss": 0.7529, "step": 3370 }, { "epoch": 48.99, "learning_rate": 5.974576271186441e-05, "loss": 0.6973, "step": 3380 }, { "epoch": 49.13, "learning_rate": 5.957627118644068e-05, "loss": 0.6489, "step": 3390 }, { "epoch": 49.28, "learning_rate": 5.9406779661016954e-05, "loss": 0.7316, "step": 3400 }, { "epoch": 49.42, "learning_rate": 5.923728813559323e-05, "loss": 0.7525, "step": 3410 }, { "epoch": 49.57, "learning_rate": 5.906779661016949e-05, "loss": 0.6554, "step": 3420 }, { "epoch": 49.71, "learning_rate": 5.889830508474577e-05, "loss": 0.6275, "step": 3430 }, { "epoch": 49.86, "learning_rate": 5.872881355932204e-05, "loss": 0.6468, "step": 3440 }, { "epoch": 50.0, "learning_rate": 5.855932203389831e-05, "loss": 0.6908, "step": 3450 }, { "epoch": 50.14, "learning_rate": 5.838983050847457e-05, "loss": 0.6363, "step": 3460 }, { "epoch": 50.29, "learning_rate": 5.8220338983050846e-05, "loss": 0.7075, "step": 3470 }, { "epoch": 50.43, "learning_rate": 5.805084745762712e-05, "loss": 0.6981, "step": 3480 }, { "epoch": 50.58, "learning_rate": 5.78813559322034e-05, "loss": 0.6621, "step": 3490 }, { "epoch": 50.72, "learning_rate": 5.771186440677966e-05, "loss": 0.5952, "step": 3500 }, { "epoch": 50.72, "eval_loss": 0.1922890692949295, "eval_runtime": 587.7417, "eval_samples_per_second": 5.775, "eval_steps_per_second": 0.723, "eval_wer": 0.1427820098776389, "step": 3500 }, { "epoch": 50.87, "learning_rate": 5.754237288135593e-05, "loss": 0.6752, "step": 3510 }, { "epoch": 51.01, "learning_rate": 5.7372881355932205e-05, "loss": 0.6024, "step": 3520 }, { "epoch": 51.16, "learning_rate": 5.720338983050848e-05, "loss": 0.7204, "step": 3530 }, { "epoch": 51.3, "learning_rate": 5.7033898305084744e-05, "loss": 0.7309, "step": 3540 }, { "epoch": 51.45, "learning_rate": 5.686440677966102e-05, "loss": 0.6726, "step": 3550 }, { "epoch": 51.59, "learning_rate": 5.669491525423729e-05, "loss": 0.6414, "step": 3560 }, { "epoch": 51.74, "learning_rate": 5.6525423728813564e-05, "loss": 0.6915, "step": 3570 }, { "epoch": 51.88, "learning_rate": 5.635593220338984e-05, "loss": 0.6821, "step": 3580 }, { "epoch": 52.03, "learning_rate": 5.6186440677966103e-05, "loss": 0.6443, "step": 3590 }, { "epoch": 52.17, "learning_rate": 5.6016949152542377e-05, "loss": 0.6501, "step": 3600 }, { "epoch": 52.32, "learning_rate": 5.584745762711865e-05, "loss": 0.7031, "step": 3610 }, { "epoch": 52.46, "learning_rate": 5.567796610169492e-05, "loss": 0.7238, "step": 3620 }, { "epoch": 52.61, "learning_rate": 5.550847457627118e-05, "loss": 0.6266, "step": 3630 }, { "epoch": 52.75, "learning_rate": 5.533898305084746e-05, "loss": 0.6443, "step": 3640 }, { "epoch": 52.9, "learning_rate": 5.5169491525423736e-05, "loss": 0.7794, "step": 3650 }, { "epoch": 53.04, "learning_rate": 5.500000000000001e-05, "loss": 0.629, "step": 3660 }, { "epoch": 53.19, "learning_rate": 5.483050847457627e-05, "loss": 0.67, "step": 3670 }, { "epoch": 53.33, "learning_rate": 5.466101694915254e-05, "loss": 0.6931, "step": 3680 }, { "epoch": 53.48, "learning_rate": 5.4491525423728815e-05, "loss": 0.5592, "step": 3690 }, { "epoch": 53.62, "learning_rate": 5.4322033898305095e-05, "loss": 0.6047, "step": 3700 }, { "epoch": 53.77, "learning_rate": 5.4152542372881354e-05, "loss": 0.6677, "step": 3710 }, { "epoch": 53.91, "learning_rate": 5.398305084745763e-05, "loss": 0.6204, "step": 3720 }, { "epoch": 54.06, "learning_rate": 5.38135593220339e-05, "loss": 0.6107, "step": 3730 }, { "epoch": 54.2, "learning_rate": 5.3644067796610174e-05, "loss": 0.6793, "step": 3740 }, { "epoch": 54.35, "learning_rate": 5.347457627118644e-05, "loss": 0.6442, "step": 3750 }, { "epoch": 54.49, "learning_rate": 5.330508474576271e-05, "loss": 0.618, "step": 3760 }, { "epoch": 54.64, "learning_rate": 5.3135593220338986e-05, "loss": 0.691, "step": 3770 }, { "epoch": 54.78, "learning_rate": 5.296610169491526e-05, "loss": 0.6762, "step": 3780 }, { "epoch": 54.93, "learning_rate": 5.2796610169491526e-05, "loss": 0.6501, "step": 3790 }, { "epoch": 55.07, "learning_rate": 5.26271186440678e-05, "loss": 0.6203, "step": 3800 }, { "epoch": 55.22, "learning_rate": 5.245762711864407e-05, "loss": 0.6739, "step": 3810 }, { "epoch": 55.36, "learning_rate": 5.2288135593220345e-05, "loss": 0.6109, "step": 3820 }, { "epoch": 55.51, "learning_rate": 5.211864406779662e-05, "loss": 0.6775, "step": 3830 }, { "epoch": 55.65, "learning_rate": 5.194915254237288e-05, "loss": 0.6144, "step": 3840 }, { "epoch": 55.8, "learning_rate": 5.177966101694916e-05, "loss": 0.6182, "step": 3850 }, { "epoch": 55.94, "learning_rate": 5.161016949152543e-05, "loss": 0.6425, "step": 3860 }, { "epoch": 56.09, "learning_rate": 5.1440677966101704e-05, "loss": 0.6439, "step": 3870 }, { "epoch": 56.23, "learning_rate": 5.1271186440677964e-05, "loss": 0.6336, "step": 3880 }, { "epoch": 56.38, "learning_rate": 5.110169491525424e-05, "loss": 0.6612, "step": 3890 }, { "epoch": 56.52, "learning_rate": 5.093220338983051e-05, "loss": 0.6779, "step": 3900 }, { "epoch": 56.67, "learning_rate": 5.076271186440678e-05, "loss": 0.6551, "step": 3910 }, { "epoch": 56.81, "learning_rate": 5.059322033898305e-05, "loss": 0.7081, "step": 3920 }, { "epoch": 56.96, "learning_rate": 5.042372881355932e-05, "loss": 0.5887, "step": 3930 }, { "epoch": 57.1, "learning_rate": 5.0254237288135596e-05, "loss": 0.5609, "step": 3940 }, { "epoch": 57.25, "learning_rate": 5.008474576271187e-05, "loss": 0.6164, "step": 3950 }, { "epoch": 57.39, "learning_rate": 4.991525423728814e-05, "loss": 0.6744, "step": 3960 }, { "epoch": 57.54, "learning_rate": 4.974576271186441e-05, "loss": 0.6463, "step": 3970 }, { "epoch": 57.68, "learning_rate": 4.957627118644068e-05, "loss": 0.5984, "step": 3980 }, { "epoch": 57.83, "learning_rate": 4.940677966101695e-05, "loss": 0.6503, "step": 3990 }, { "epoch": 57.97, "learning_rate": 4.923728813559322e-05, "loss": 0.6655, "step": 4000 }, { "epoch": 57.97, "eval_loss": 0.18997956812381744, "eval_runtime": 588.4214, "eval_samples_per_second": 5.768, "eval_steps_per_second": 0.722, "eval_wer": 0.14038245034473124, "step": 4000 }, { "epoch": 58.12, "learning_rate": 4.9067796610169495e-05, "loss": 0.6322, "step": 4010 }, { "epoch": 58.26, "learning_rate": 4.889830508474577e-05, "loss": 0.62, "step": 4020 }, { "epoch": 58.41, "learning_rate": 4.8728813559322034e-05, "loss": 0.6211, "step": 4030 }, { "epoch": 58.55, "learning_rate": 4.855932203389831e-05, "loss": 0.5958, "step": 4040 }, { "epoch": 58.7, "learning_rate": 4.8389830508474574e-05, "loss": 0.6592, "step": 4050 }, { "epoch": 58.84, "learning_rate": 4.822033898305085e-05, "loss": 0.6164, "step": 4060 }, { "epoch": 58.99, "learning_rate": 4.805084745762712e-05, "loss": 0.5693, "step": 4070 }, { "epoch": 59.13, "learning_rate": 4.788135593220339e-05, "loss": 0.6635, "step": 4080 }, { "epoch": 59.28, "learning_rate": 4.7711864406779666e-05, "loss": 0.6637, "step": 4090 }, { "epoch": 59.42, "learning_rate": 4.754237288135593e-05, "loss": 0.6043, "step": 4100 }, { "epoch": 59.57, "learning_rate": 4.7372881355932206e-05, "loss": 0.6564, "step": 4110 }, { "epoch": 59.71, "learning_rate": 4.720338983050848e-05, "loss": 0.5801, "step": 4120 }, { "epoch": 59.86, "learning_rate": 4.703389830508475e-05, "loss": 0.643, "step": 4130 }, { "epoch": 60.0, "learning_rate": 4.686440677966102e-05, "loss": 0.6152, "step": 4140 }, { "epoch": 60.14, "learning_rate": 4.669491525423729e-05, "loss": 0.5629, "step": 4150 }, { "epoch": 60.29, "learning_rate": 4.652542372881356e-05, "loss": 0.6618, "step": 4160 }, { "epoch": 60.43, "learning_rate": 4.635593220338984e-05, "loss": 0.6955, "step": 4170 }, { "epoch": 60.58, "learning_rate": 4.6186440677966104e-05, "loss": 0.5983, "step": 4180 }, { "epoch": 60.72, "learning_rate": 4.601694915254238e-05, "loss": 0.6647, "step": 4190 }, { "epoch": 60.87, "learning_rate": 4.5847457627118644e-05, "loss": 0.7206, "step": 4200 }, { "epoch": 61.01, "learning_rate": 4.567796610169492e-05, "loss": 0.6092, "step": 4210 }, { "epoch": 61.16, "learning_rate": 4.550847457627119e-05, "loss": 0.7258, "step": 4220 }, { "epoch": 61.3, "learning_rate": 4.533898305084746e-05, "loss": 0.5842, "step": 4230 }, { "epoch": 61.45, "learning_rate": 4.516949152542373e-05, "loss": 0.5988, "step": 4240 }, { "epoch": 61.59, "learning_rate": 4.5e-05, "loss": 0.816, "step": 4250 }, { "epoch": 61.74, "learning_rate": 4.483050847457627e-05, "loss": 0.6105, "step": 4260 }, { "epoch": 61.88, "learning_rate": 4.466101694915254e-05, "loss": 0.6099, "step": 4270 }, { "epoch": 62.03, "learning_rate": 4.4491525423728816e-05, "loss": 0.6852, "step": 4280 }, { "epoch": 62.17, "learning_rate": 4.432203389830509e-05, "loss": 0.6235, "step": 4290 }, { "epoch": 62.32, "learning_rate": 4.4152542372881355e-05, "loss": 0.5611, "step": 4300 }, { "epoch": 62.46, "learning_rate": 4.398305084745763e-05, "loss": 0.6345, "step": 4310 }, { "epoch": 62.61, "learning_rate": 4.38135593220339e-05, "loss": 0.5963, "step": 4320 }, { "epoch": 62.75, "learning_rate": 4.3644067796610175e-05, "loss": 0.6105, "step": 4330 }, { "epoch": 62.9, "learning_rate": 4.347457627118644e-05, "loss": 0.6964, "step": 4340 }, { "epoch": 63.04, "learning_rate": 4.3305084745762714e-05, "loss": 0.627, "step": 4350 }, { "epoch": 63.19, "learning_rate": 4.313559322033899e-05, "loss": 0.7093, "step": 4360 }, { "epoch": 63.33, "learning_rate": 4.2966101694915254e-05, "loss": 0.8016, "step": 4370 }, { "epoch": 63.48, "learning_rate": 4.279661016949153e-05, "loss": 0.6789, "step": 4380 }, { "epoch": 63.62, "learning_rate": 4.26271186440678e-05, "loss": 0.633, "step": 4390 }, { "epoch": 63.77, "learning_rate": 4.245762711864407e-05, "loss": 0.5965, "step": 4400 }, { "epoch": 63.91, "learning_rate": 4.228813559322034e-05, "loss": 0.6236, "step": 4410 }, { "epoch": 64.06, "learning_rate": 4.211864406779661e-05, "loss": 0.6159, "step": 4420 }, { "epoch": 64.2, "learning_rate": 4.1949152542372886e-05, "loss": 0.7223, "step": 4430 }, { "epoch": 64.35, "learning_rate": 4.177966101694916e-05, "loss": 0.6515, "step": 4440 }, { "epoch": 64.49, "learning_rate": 4.1610169491525425e-05, "loss": 0.6059, "step": 4450 }, { "epoch": 64.64, "learning_rate": 4.14406779661017e-05, "loss": 0.6254, "step": 4460 }, { "epoch": 64.78, "learning_rate": 4.1271186440677965e-05, "loss": 0.5723, "step": 4470 }, { "epoch": 64.93, "learning_rate": 4.110169491525424e-05, "loss": 0.6953, "step": 4480 }, { "epoch": 65.07, "learning_rate": 4.093220338983051e-05, "loss": 0.6141, "step": 4490 }, { "epoch": 65.22, "learning_rate": 4.0762711864406784e-05, "loss": 0.574, "step": 4500 }, { "epoch": 65.22, "eval_loss": 0.18217810988426208, "eval_runtime": 586.1117, "eval_samples_per_second": 5.791, "eval_steps_per_second": 0.725, "eval_wer": 0.13701320579510062, "step": 4500 }, { "epoch": 65.36, "learning_rate": 4.059322033898305e-05, "loss": 0.6026, "step": 4510 }, { "epoch": 65.51, "learning_rate": 4.0423728813559324e-05, "loss": 0.533, "step": 4520 }, { "epoch": 65.65, "learning_rate": 4.025423728813559e-05, "loss": 0.6359, "step": 4530 }, { "epoch": 65.8, "learning_rate": 4.008474576271187e-05, "loss": 0.6229, "step": 4540 }, { "epoch": 65.94, "learning_rate": 3.9915254237288136e-05, "loss": 0.6072, "step": 4550 }, { "epoch": 66.09, "learning_rate": 3.974576271186441e-05, "loss": 0.6953, "step": 4560 }, { "epoch": 66.23, "learning_rate": 3.9576271186440676e-05, "loss": 0.6184, "step": 4570 }, { "epoch": 66.38, "learning_rate": 3.940677966101695e-05, "loss": 0.6346, "step": 4580 }, { "epoch": 66.52, "learning_rate": 3.923728813559322e-05, "loss": 0.5897, "step": 4590 }, { "epoch": 66.67, "learning_rate": 3.9067796610169495e-05, "loss": 0.6499, "step": 4600 }, { "epoch": 66.81, "learning_rate": 3.889830508474576e-05, "loss": 0.6347, "step": 4610 }, { "epoch": 66.96, "learning_rate": 3.8728813559322035e-05, "loss": 0.6815, "step": 4620 }, { "epoch": 67.1, "learning_rate": 3.855932203389831e-05, "loss": 0.6266, "step": 4630 }, { "epoch": 67.25, "learning_rate": 3.838983050847458e-05, "loss": 0.6055, "step": 4640 }, { "epoch": 67.39, "learning_rate": 3.8220338983050854e-05, "loss": 0.6518, "step": 4650 }, { "epoch": 67.54, "learning_rate": 3.805084745762712e-05, "loss": 0.6208, "step": 4660 }, { "epoch": 67.68, "learning_rate": 3.7881355932203394e-05, "loss": 0.5473, "step": 4670 }, { "epoch": 67.83, "learning_rate": 3.771186440677966e-05, "loss": 0.6044, "step": 4680 }, { "epoch": 67.97, "learning_rate": 3.7542372881355934e-05, "loss": 0.5821, "step": 4690 }, { "epoch": 68.12, "learning_rate": 3.737288135593221e-05, "loss": 0.7136, "step": 4700 }, { "epoch": 68.26, "learning_rate": 3.720338983050848e-05, "loss": 0.6163, "step": 4710 }, { "epoch": 68.41, "learning_rate": 3.7033898305084746e-05, "loss": 0.6651, "step": 4720 }, { "epoch": 68.55, "learning_rate": 3.686440677966102e-05, "loss": 0.5881, "step": 4730 }, { "epoch": 68.7, "learning_rate": 3.6694915254237286e-05, "loss": 0.6139, "step": 4740 }, { "epoch": 68.84, "learning_rate": 3.6525423728813566e-05, "loss": 0.6667, "step": 4750 }, { "epoch": 68.99, "learning_rate": 3.635593220338983e-05, "loss": 0.6623, "step": 4760 }, { "epoch": 69.13, "learning_rate": 3.6186440677966105e-05, "loss": 0.6268, "step": 4770 }, { "epoch": 69.28, "learning_rate": 3.601694915254237e-05, "loss": 0.7324, "step": 4780 }, { "epoch": 69.42, "learning_rate": 3.5847457627118645e-05, "loss": 0.6088, "step": 4790 }, { "epoch": 69.57, "learning_rate": 3.567796610169492e-05, "loss": 0.5793, "step": 4800 }, { "epoch": 69.71, "learning_rate": 3.550847457627119e-05, "loss": 0.6164, "step": 4810 }, { "epoch": 69.86, "learning_rate": 3.533898305084746e-05, "loss": 0.5903, "step": 4820 }, { "epoch": 70.0, "learning_rate": 3.516949152542373e-05, "loss": 0.5692, "step": 4830 }, { "epoch": 70.14, "learning_rate": 3.5e-05, "loss": 0.6192, "step": 4840 }, { "epoch": 70.29, "learning_rate": 3.483050847457627e-05, "loss": 0.5691, "step": 4850 }, { "epoch": 70.43, "learning_rate": 3.466101694915254e-05, "loss": 0.6212, "step": 4860 }, { "epoch": 70.58, "learning_rate": 3.4491525423728816e-05, "loss": 0.5972, "step": 4870 }, { "epoch": 70.72, "learning_rate": 3.432203389830508e-05, "loss": 0.643, "step": 4880 }, { "epoch": 70.87, "learning_rate": 3.4152542372881356e-05, "loss": 0.6119, "step": 4890 }, { "epoch": 71.01, "learning_rate": 3.398305084745763e-05, "loss": 0.6299, "step": 4900 }, { "epoch": 71.16, "learning_rate": 3.38135593220339e-05, "loss": 0.5901, "step": 4910 }, { "epoch": 71.3, "learning_rate": 3.3644067796610175e-05, "loss": 0.5598, "step": 4920 }, { "epoch": 71.45, "learning_rate": 3.347457627118644e-05, "loss": 0.6103, "step": 4930 }, { "epoch": 71.59, "learning_rate": 3.3305084745762715e-05, "loss": 0.6357, "step": 4940 }, { "epoch": 71.74, "learning_rate": 3.313559322033898e-05, "loss": 0.6267, "step": 4950 }, { "epoch": 71.88, "learning_rate": 3.296610169491526e-05, "loss": 0.6761, "step": 4960 }, { "epoch": 72.03, "learning_rate": 3.279661016949153e-05, "loss": 0.5721, "step": 4970 }, { "epoch": 72.17, "learning_rate": 3.26271186440678e-05, "loss": 0.606, "step": 4980 }, { "epoch": 72.32, "learning_rate": 3.245762711864407e-05, "loss": 0.5572, "step": 4990 }, { "epoch": 72.46, "learning_rate": 3.228813559322034e-05, "loss": 0.6211, "step": 5000 }, { "epoch": 72.46, "eval_loss": 0.19374500215053558, "eval_runtime": 586.2574, "eval_samples_per_second": 5.789, "eval_steps_per_second": 0.725, "eval_wer": 0.13547650157368374, "step": 5000 }, { "epoch": 72.61, "learning_rate": 3.2118644067796613e-05, "loss": 0.5981, "step": 5010 }, { "epoch": 72.75, "learning_rate": 3.1949152542372887e-05, "loss": 0.5553, "step": 5020 }, { "epoch": 72.9, "learning_rate": 3.177966101694915e-05, "loss": 0.5557, "step": 5030 }, { "epoch": 73.04, "learning_rate": 3.1610169491525426e-05, "loss": 0.6467, "step": 5040 }, { "epoch": 73.19, "learning_rate": 3.144067796610169e-05, "loss": 0.572, "step": 5050 }, { "epoch": 73.33, "learning_rate": 3.1271186440677966e-05, "loss": 0.5939, "step": 5060 }, { "epoch": 73.48, "learning_rate": 3.110169491525424e-05, "loss": 0.6428, "step": 5070 }, { "epoch": 73.62, "learning_rate": 3.093220338983051e-05, "loss": 0.5347, "step": 5080 }, { "epoch": 73.77, "learning_rate": 3.076271186440678e-05, "loss": 0.6837, "step": 5090 }, { "epoch": 73.91, "learning_rate": 3.059322033898305e-05, "loss": 0.6088, "step": 5100 }, { "epoch": 74.06, "learning_rate": 3.042372881355932e-05, "loss": 0.6286, "step": 5110 }, { "epoch": 74.2, "learning_rate": 3.0254237288135594e-05, "loss": 0.6553, "step": 5120 }, { "epoch": 74.35, "learning_rate": 3.0084745762711864e-05, "loss": 0.6107, "step": 5130 }, { "epoch": 74.49, "learning_rate": 2.9915254237288137e-05, "loss": 0.589, "step": 5140 }, { "epoch": 74.64, "learning_rate": 2.9745762711864407e-05, "loss": 0.5846, "step": 5150 }, { "epoch": 74.78, "learning_rate": 2.957627118644068e-05, "loss": 0.5878, "step": 5160 }, { "epoch": 74.93, "learning_rate": 2.9406779661016953e-05, "loss": 0.7024, "step": 5170 }, { "epoch": 75.07, "learning_rate": 2.9237288135593223e-05, "loss": 0.6198, "step": 5180 }, { "epoch": 75.22, "learning_rate": 2.9067796610169496e-05, "loss": 0.6065, "step": 5190 }, { "epoch": 75.36, "learning_rate": 2.8898305084745763e-05, "loss": 0.5833, "step": 5200 }, { "epoch": 75.51, "learning_rate": 2.8728813559322036e-05, "loss": 0.6323, "step": 5210 }, { "epoch": 75.65, "learning_rate": 2.8559322033898306e-05, "loss": 0.5818, "step": 5220 }, { "epoch": 75.8, "learning_rate": 2.838983050847458e-05, "loss": 0.6146, "step": 5230 }, { "epoch": 75.94, "learning_rate": 2.822033898305085e-05, "loss": 0.5587, "step": 5240 }, { "epoch": 76.09, "learning_rate": 2.8050847457627122e-05, "loss": 0.5374, "step": 5250 }, { "epoch": 76.23, "learning_rate": 2.788135593220339e-05, "loss": 0.6266, "step": 5260 }, { "epoch": 76.38, "learning_rate": 2.7711864406779665e-05, "loss": 0.6307, "step": 5270 }, { "epoch": 76.52, "learning_rate": 2.754237288135593e-05, "loss": 0.586, "step": 5280 }, { "epoch": 76.67, "learning_rate": 2.7372881355932208e-05, "loss": 0.6525, "step": 5290 }, { "epoch": 76.81, "learning_rate": 2.7203389830508474e-05, "loss": 0.5892, "step": 5300 }, { "epoch": 76.96, "learning_rate": 2.7033898305084747e-05, "loss": 0.6079, "step": 5310 }, { "epoch": 77.1, "learning_rate": 2.6864406779661017e-05, "loss": 0.5914, "step": 5320 }, { "epoch": 77.25, "learning_rate": 2.669491525423729e-05, "loss": 0.5444, "step": 5330 }, { "epoch": 77.39, "learning_rate": 2.652542372881356e-05, "loss": 0.6253, "step": 5340 }, { "epoch": 77.54, "learning_rate": 2.6355932203389833e-05, "loss": 0.6257, "step": 5350 }, { "epoch": 77.68, "learning_rate": 2.61864406779661e-05, "loss": 0.5631, "step": 5360 }, { "epoch": 77.83, "learning_rate": 2.6016949152542376e-05, "loss": 0.5509, "step": 5370 }, { "epoch": 77.97, "learning_rate": 2.5847457627118642e-05, "loss": 0.6038, "step": 5380 }, { "epoch": 78.12, "learning_rate": 2.5677966101694915e-05, "loss": 0.6923, "step": 5390 }, { "epoch": 78.26, "learning_rate": 2.5508474576271185e-05, "loss": 0.6687, "step": 5400 }, { "epoch": 78.41, "learning_rate": 2.5338983050847458e-05, "loss": 0.6324, "step": 5410 }, { "epoch": 78.55, "learning_rate": 2.5169491525423728e-05, "loss": 0.584, "step": 5420 }, { "epoch": 78.7, "learning_rate": 2.5e-05, "loss": 0.5833, "step": 5430 }, { "epoch": 78.84, "learning_rate": 2.483050847457627e-05, "loss": 0.5061, "step": 5440 }, { "epoch": 78.99, "learning_rate": 2.4661016949152544e-05, "loss": 0.5788, "step": 5450 }, { "epoch": 79.13, "learning_rate": 2.4491525423728814e-05, "loss": 0.783, "step": 5460 }, { "epoch": 79.28, "learning_rate": 2.4322033898305087e-05, "loss": 0.5854, "step": 5470 }, { "epoch": 79.42, "learning_rate": 2.4152542372881357e-05, "loss": 0.6223, "step": 5480 }, { "epoch": 79.57, "learning_rate": 2.3983050847457627e-05, "loss": 0.5626, "step": 5490 }, { "epoch": 79.71, "learning_rate": 2.38135593220339e-05, "loss": 0.5883, "step": 5500 }, { "epoch": 79.71, "eval_loss": 0.18716615438461304, "eval_runtime": 588.0258, "eval_samples_per_second": 5.772, "eval_steps_per_second": 0.723, "eval_wer": 0.1334960431920716, "step": 5500 }, { "epoch": 79.86, "learning_rate": 2.364406779661017e-05, "loss": 0.5428, "step": 5510 }, { "epoch": 80.0, "learning_rate": 2.347457627118644e-05, "loss": 0.6025, "step": 5520 }, { "epoch": 80.14, "learning_rate": 2.3305084745762712e-05, "loss": 0.5627, "step": 5530 }, { "epoch": 80.29, "learning_rate": 2.3135593220338982e-05, "loss": 0.5748, "step": 5540 }, { "epoch": 80.43, "learning_rate": 2.2966101694915255e-05, "loss": 0.5737, "step": 5550 }, { "epoch": 80.58, "learning_rate": 2.2796610169491525e-05, "loss": 0.5734, "step": 5560 }, { "epoch": 80.72, "learning_rate": 2.2627118644067798e-05, "loss": 0.5766, "step": 5570 }, { "epoch": 80.87, "learning_rate": 2.245762711864407e-05, "loss": 0.5437, "step": 5580 }, { "epoch": 81.01, "learning_rate": 2.228813559322034e-05, "loss": 0.6554, "step": 5590 }, { "epoch": 81.16, "learning_rate": 2.211864406779661e-05, "loss": 0.593, "step": 5600 }, { "epoch": 81.3, "learning_rate": 2.1949152542372884e-05, "loss": 0.5838, "step": 5610 }, { "epoch": 81.45, "learning_rate": 2.1779661016949154e-05, "loss": 0.6307, "step": 5620 }, { "epoch": 81.59, "learning_rate": 2.1610169491525427e-05, "loss": 0.582, "step": 5630 }, { "epoch": 81.74, "learning_rate": 2.1440677966101697e-05, "loss": 0.5314, "step": 5640 }, { "epoch": 81.88, "learning_rate": 2.1271186440677967e-05, "loss": 0.6731, "step": 5650 }, { "epoch": 82.03, "learning_rate": 2.110169491525424e-05, "loss": 0.558, "step": 5660 }, { "epoch": 82.17, "learning_rate": 2.093220338983051e-05, "loss": 0.5859, "step": 5670 }, { "epoch": 82.32, "learning_rate": 2.076271186440678e-05, "loss": 0.5677, "step": 5680 }, { "epoch": 82.46, "learning_rate": 2.0593220338983052e-05, "loss": 0.537, "step": 5690 }, { "epoch": 82.61, "learning_rate": 2.0423728813559322e-05, "loss": 0.6172, "step": 5700 }, { "epoch": 82.75, "learning_rate": 2.0254237288135595e-05, "loss": 0.592, "step": 5710 }, { "epoch": 82.9, "learning_rate": 2.0084745762711865e-05, "loss": 0.6172, "step": 5720 }, { "epoch": 83.04, "learning_rate": 1.9915254237288135e-05, "loss": 0.5772, "step": 5730 }, { "epoch": 83.19, "learning_rate": 1.9745762711864408e-05, "loss": 0.58, "step": 5740 }, { "epoch": 83.33, "learning_rate": 1.9576271186440678e-05, "loss": 0.5454, "step": 5750 }, { "epoch": 83.48, "learning_rate": 1.940677966101695e-05, "loss": 0.5959, "step": 5760 }, { "epoch": 83.62, "learning_rate": 1.923728813559322e-05, "loss": 0.5758, "step": 5770 }, { "epoch": 83.77, "learning_rate": 1.906779661016949e-05, "loss": 0.5605, "step": 5780 }, { "epoch": 83.91, "learning_rate": 1.8898305084745764e-05, "loss": 0.5798, "step": 5790 }, { "epoch": 84.06, "learning_rate": 1.8728813559322033e-05, "loss": 0.5482, "step": 5800 }, { "epoch": 84.2, "learning_rate": 1.8559322033898307e-05, "loss": 0.5288, "step": 5810 }, { "epoch": 84.35, "learning_rate": 1.8389830508474576e-05, "loss": 0.5644, "step": 5820 }, { "epoch": 84.49, "learning_rate": 1.8220338983050846e-05, "loss": 0.5637, "step": 5830 }, { "epoch": 84.64, "learning_rate": 1.805084745762712e-05, "loss": 0.6117, "step": 5840 }, { "epoch": 84.78, "learning_rate": 1.7881355932203392e-05, "loss": 0.5939, "step": 5850 }, { "epoch": 84.93, "learning_rate": 1.7711864406779662e-05, "loss": 0.6476, "step": 5860 }, { "epoch": 85.07, "learning_rate": 1.7542372881355935e-05, "loss": 0.5519, "step": 5870 }, { "epoch": 85.22, "learning_rate": 1.7372881355932205e-05, "loss": 0.5438, "step": 5880 }, { "epoch": 85.36, "learning_rate": 1.7203389830508475e-05, "loss": 0.5756, "step": 5890 }, { "epoch": 85.51, "learning_rate": 1.7033898305084748e-05, "loss": 0.507, "step": 5900 }, { "epoch": 85.65, "learning_rate": 1.6864406779661018e-05, "loss": 0.6028, "step": 5910 }, { "epoch": 85.8, "learning_rate": 1.669491525423729e-05, "loss": 0.6395, "step": 5920 }, { "epoch": 85.94, "learning_rate": 1.652542372881356e-05, "loss": 0.544, "step": 5930 }, { "epoch": 86.09, "learning_rate": 1.635593220338983e-05, "loss": 0.6061, "step": 5940 }, { "epoch": 86.23, "learning_rate": 1.6186440677966104e-05, "loss": 0.5938, "step": 5950 }, { "epoch": 86.38, "learning_rate": 1.6016949152542373e-05, "loss": 0.5194, "step": 5960 }, { "epoch": 86.52, "learning_rate": 1.5847457627118646e-05, "loss": 0.5893, "step": 5970 }, { "epoch": 86.67, "learning_rate": 1.5677966101694916e-05, "loss": 0.6398, "step": 5980 }, { "epoch": 86.81, "learning_rate": 1.5508474576271186e-05, "loss": 0.5758, "step": 5990 }, { "epoch": 86.96, "learning_rate": 1.533898305084746e-05, "loss": 0.5666, "step": 6000 }, { "epoch": 86.96, "eval_loss": 0.18741416931152344, "eval_runtime": 591.1329, "eval_samples_per_second": 5.742, "eval_steps_per_second": 0.719, "eval_wer": 0.13238665779158346, "step": 6000 }, { "epoch": 87.1, "learning_rate": 6.0898437500000006e-05, "loss": 0.561, "step": 6010 }, { "epoch": 87.25, "learning_rate": 6.0820312499999995e-05, "loss": 0.6303, "step": 6020 }, { "epoch": 87.39, "learning_rate": 6.0742187500000005e-05, "loss": 0.5688, "step": 6030 }, { "epoch": 87.54, "learning_rate": 6.066406250000001e-05, "loss": 0.5866, "step": 6040 }, { "epoch": 87.68, "learning_rate": 6.05859375e-05, "loss": 0.5475, "step": 6050 }, { "epoch": 87.83, "learning_rate": 6.050781250000001e-05, "loss": 0.5986, "step": 6060 }, { "epoch": 87.97, "learning_rate": 6.04296875e-05, "loss": 0.5642, "step": 6070 }, { "epoch": 88.12, "learning_rate": 6.03515625e-05, "loss": 0.5845, "step": 6080 }, { "epoch": 88.26, "learning_rate": 6.027343750000001e-05, "loss": 0.5742, "step": 6090 }, { "epoch": 88.41, "learning_rate": 6.01953125e-05, "loss": 0.6203, "step": 6100 }, { "epoch": 88.55, "learning_rate": 6.0117187500000004e-05, "loss": 0.5252, "step": 6110 }, { "epoch": 88.7, "learning_rate": 6.00390625e-05, "loss": 0.6267, "step": 6120 }, { "epoch": 88.84, "learning_rate": 5.99609375e-05, "loss": 0.5775, "step": 6130 }, { "epoch": 88.99, "learning_rate": 5.9882812500000006e-05, "loss": 0.574, "step": 6140 }, { "epoch": 89.13, "learning_rate": 5.98046875e-05, "loss": 0.6589, "step": 6150 }, { "epoch": 89.28, "learning_rate": 5.9726562500000006e-05, "loss": 0.5757, "step": 6160 }, { "epoch": 89.42, "learning_rate": 5.9648437499999996e-05, "loss": 0.5718, "step": 6170 }, { "epoch": 89.57, "learning_rate": 5.9570312500000005e-05, "loss": 0.6193, "step": 6180 }, { "epoch": 89.71, "learning_rate": 5.949218750000001e-05, "loss": 0.5329, "step": 6190 }, { "epoch": 89.86, "learning_rate": 5.94140625e-05, "loss": 0.5745, "step": 6200 }, { "epoch": 90.0, "learning_rate": 5.933593750000001e-05, "loss": 0.5338, "step": 6210 }, { "epoch": 90.14, "learning_rate": 5.92578125e-05, "loss": 0.5571, "step": 6220 }, { "epoch": 90.29, "learning_rate": 5.91796875e-05, "loss": 0.6241, "step": 6230 }, { "epoch": 90.43, "learning_rate": 5.9101562500000004e-05, "loss": 0.5515, "step": 6240 }, { "epoch": 90.58, "learning_rate": 5.90234375e-05, "loss": 0.5821, "step": 6250 }, { "epoch": 90.72, "learning_rate": 5.8945312500000004e-05, "loss": 0.5679, "step": 6260 }, { "epoch": 90.87, "learning_rate": 5.88671875e-05, "loss": 0.5915, "step": 6270 }, { "epoch": 91.01, "learning_rate": 5.8789062500000003e-05, "loss": 0.6186, "step": 6280 }, { "epoch": 91.16, "learning_rate": 5.8710937500000007e-05, "loss": 0.607, "step": 6290 }, { "epoch": 91.3, "learning_rate": 5.86328125e-05, "loss": 0.5881, "step": 6300 }, { "epoch": 91.45, "learning_rate": 5.8554687500000006e-05, "loss": 0.59, "step": 6310 }, { "epoch": 91.59, "learning_rate": 5.8476562499999996e-05, "loss": 0.5548, "step": 6320 }, { "epoch": 91.74, "learning_rate": 5.8398437500000006e-05, "loss": 0.6262, "step": 6330 }, { "epoch": 91.88, "learning_rate": 5.832031250000001e-05, "loss": 0.5653, "step": 6340 }, { "epoch": 92.03, "learning_rate": 5.82421875e-05, "loss": 0.5882, "step": 6350 }, { "epoch": 92.17, "learning_rate": 5.81640625e-05, "loss": 0.57, "step": 6360 }, { "epoch": 92.32, "learning_rate": 5.80859375e-05, "loss": 0.5849, "step": 6370 }, { "epoch": 92.46, "learning_rate": 5.80078125e-05, "loss": 0.6534, "step": 6380 }, { "epoch": 92.61, "learning_rate": 5.7929687500000005e-05, "loss": 0.5327, "step": 6390 }, { "epoch": 92.75, "learning_rate": 5.78515625e-05, "loss": 0.5681, "step": 6400 }, { "epoch": 92.9, "learning_rate": 5.7773437500000004e-05, "loss": 0.6235, "step": 6410 }, { "epoch": 93.04, "learning_rate": 5.76953125e-05, "loss": 0.6378, "step": 6420 }, { "epoch": 93.19, "learning_rate": 5.7617187500000004e-05, "loss": 0.5202, "step": 6430 }, { "epoch": 93.33, "learning_rate": 5.753906250000001e-05, "loss": 0.5707, "step": 6440 }, { "epoch": 93.48, "learning_rate": 5.74609375e-05, "loss": 0.6858, "step": 6450 }, { "epoch": 93.62, "learning_rate": 5.7382812500000007e-05, "loss": 0.6192, "step": 6460 }, { "epoch": 93.77, "learning_rate": 5.7304687499999996e-05, "loss": 0.5724, "step": 6470 }, { "epoch": 93.91, "learning_rate": 5.7226562500000006e-05, "loss": 0.6433, "step": 6480 }, { "epoch": 94.06, "learning_rate": 5.714843750000001e-05, "loss": 0.6129, "step": 6490 }, { "epoch": 94.2, "learning_rate": 5.70703125e-05, "loss": 0.5526, "step": 6500 }, { "epoch": 94.2, "eval_loss": 0.19980017840862274, "eval_runtime": 598.6552, "eval_samples_per_second": 5.669, "eval_steps_per_second": 0.71, "eval_wer": 0.13683241706316923, "step": 6500 }, { "epoch": 94.35, "learning_rate": 5.69921875e-05, "loss": 0.6583, "step": 6510 }, { "epoch": 94.49, "learning_rate": 5.69140625e-05, "loss": 0.5648, "step": 6520 }, { "epoch": 94.64, "learning_rate": 5.68359375e-05, "loss": 0.6398, "step": 6530 }, { "epoch": 94.78, "learning_rate": 5.6757812500000005e-05, "loss": 0.6695, "step": 6540 }, { "epoch": 94.93, "learning_rate": 5.66796875e-05, "loss": 0.6127, "step": 6550 }, { "epoch": 95.07, "learning_rate": 5.6601562500000004e-05, "loss": 0.594, "step": 6560 }, { "epoch": 95.22, "learning_rate": 5.65234375e-05, "loss": 0.6028, "step": 6570 }, { "epoch": 95.36, "learning_rate": 5.6445312500000004e-05, "loss": 0.5395, "step": 6580 }, { "epoch": 95.51, "learning_rate": 5.636718750000001e-05, "loss": 0.5202, "step": 6590 }, { "epoch": 95.65, "learning_rate": 5.6289062500000004e-05, "loss": 0.5872, "step": 6600 }, { "epoch": 95.8, "learning_rate": 5.621093750000001e-05, "loss": 0.6221, "step": 6610 }, { "epoch": 95.94, "learning_rate": 5.6132812499999996e-05, "loss": 0.6163, "step": 6620 }, { "epoch": 96.09, "learning_rate": 5.60546875e-05, "loss": 0.5511, "step": 6630 }, { "epoch": 96.23, "learning_rate": 5.597656250000001e-05, "loss": 0.5376, "step": 6640 }, { "epoch": 96.38, "learning_rate": 5.58984375e-05, "loss": 0.5835, "step": 6650 }, { "epoch": 96.52, "learning_rate": 5.58203125e-05, "loss": 0.5781, "step": 6660 }, { "epoch": 96.67, "learning_rate": 5.57421875e-05, "loss": 0.5538, "step": 6670 }, { "epoch": 96.81, "learning_rate": 5.56640625e-05, "loss": 0.5428, "step": 6680 }, { "epoch": 96.96, "learning_rate": 5.5585937500000005e-05, "loss": 0.7287, "step": 6690 }, { "epoch": 97.1, "learning_rate": 5.55078125e-05, "loss": 0.5216, "step": 6700 }, { "epoch": 97.25, "learning_rate": 5.5429687500000005e-05, "loss": 0.6409, "step": 6710 }, { "epoch": 97.39, "learning_rate": 5.53515625e-05, "loss": 0.6091, "step": 6720 }, { "epoch": 97.54, "learning_rate": 5.5273437500000004e-05, "loss": 0.5856, "step": 6730 }, { "epoch": 97.68, "learning_rate": 5.519531250000001e-05, "loss": 0.6319, "step": 6740 }, { "epoch": 97.83, "learning_rate": 5.51171875e-05, "loss": 0.5647, "step": 6750 }, { "epoch": 97.97, "learning_rate": 5.503906250000001e-05, "loss": 0.5605, "step": 6760 }, { "epoch": 98.12, "learning_rate": 5.49609375e-05, "loss": 0.6009, "step": 6770 }, { "epoch": 98.26, "learning_rate": 5.48828125e-05, "loss": 0.5321, "step": 6780 }, { "epoch": 98.41, "learning_rate": 5.480468750000001e-05, "loss": 0.6852, "step": 6790 }, { "epoch": 98.55, "learning_rate": 5.47265625e-05, "loss": 0.6208, "step": 6800 }, { "epoch": 98.7, "learning_rate": 5.46484375e-05, "loss": 0.649, "step": 6810 }, { "epoch": 98.84, "learning_rate": 5.45703125e-05, "loss": 0.5526, "step": 6820 }, { "epoch": 98.99, "learning_rate": 5.44921875e-05, "loss": 0.6026, "step": 6830 }, { "epoch": 99.13, "learning_rate": 5.4414062500000006e-05, "loss": 0.5693, "step": 6840 }, { "epoch": 99.28, "learning_rate": 5.43359375e-05, "loss": 0.628, "step": 6850 }, { "epoch": 99.42, "learning_rate": 5.4257812500000005e-05, "loss": 0.6071, "step": 6860 }, { "epoch": 99.57, "learning_rate": 5.41796875e-05, "loss": 0.6488, "step": 6870 }, { "epoch": 99.71, "learning_rate": 5.4101562500000005e-05, "loss": 0.6021, "step": 6880 }, { "epoch": 99.86, "learning_rate": 5.402343750000001e-05, "loss": 0.5946, "step": 6890 }, { "epoch": 100.0, "learning_rate": 5.39453125e-05, "loss": 0.544, "step": 6900 }, { "epoch": 100.14, "learning_rate": 5.386718750000001e-05, "loss": 0.6492, "step": 6910 }, { "epoch": 100.29, "learning_rate": 5.37890625e-05, "loss": 0.5121, "step": 6920 }, { "epoch": 100.43, "learning_rate": 5.37109375e-05, "loss": 0.5502, "step": 6930 }, { "epoch": 100.58, "learning_rate": 5.363281250000001e-05, "loss": 0.5826, "step": 6940 }, { "epoch": 100.72, "learning_rate": 5.35546875e-05, "loss": 0.6859, "step": 6950 }, { "epoch": 100.87, "learning_rate": 5.34765625e-05, "loss": 0.5431, "step": 6960 }, { "epoch": 101.01, "learning_rate": 5.33984375e-05, "loss": 0.5633, "step": 6970 }, { "epoch": 101.16, "learning_rate": 5.33203125e-05, "loss": 0.5923, "step": 6980 }, { "epoch": 101.3, "learning_rate": 5.3242187500000006e-05, "loss": 0.6335, "step": 6990 }, { "epoch": 101.45, "learning_rate": 5.3171875e-05, "loss": 0.5671, "step": 7000 }, { "epoch": 101.45, "eval_loss": 0.205404132604599, "eval_runtime": 576.5636, "eval_samples_per_second": 5.887, "eval_steps_per_second": 0.737, "eval_wer": 0.13647905726893966, "step": 7000 }, { "epoch": 101.59, "learning_rate": 5.309375e-05, "loss": 0.5167, "step": 7010 }, { "epoch": 101.74, "learning_rate": 5.3015625e-05, "loss": 0.4972, "step": 7020 }, { "epoch": 101.88, "learning_rate": 5.2937500000000006e-05, "loss": 0.6213, "step": 7030 }, { "epoch": 102.03, "learning_rate": 5.2859375e-05, "loss": 0.5761, "step": 7040 }, { "epoch": 102.17, "learning_rate": 5.2781250000000006e-05, "loss": 0.5627, "step": 7050 }, { "epoch": 102.32, "learning_rate": 5.2703124999999995e-05, "loss": 0.5706, "step": 7060 }, { "epoch": 102.46, "learning_rate": 5.2625000000000005e-05, "loss": 0.591, "step": 7070 }, { "epoch": 102.61, "learning_rate": 5.254687500000001e-05, "loss": 0.5516, "step": 7080 }, { "epoch": 102.75, "learning_rate": 5.246875e-05, "loss": 0.5392, "step": 7090 }, { "epoch": 102.9, "learning_rate": 5.2390625e-05, "loss": 0.55, "step": 7100 }, { "epoch": 103.04, "learning_rate": 5.23125e-05, "loss": 0.4633, "step": 7110 }, { "epoch": 103.19, "learning_rate": 5.2234375e-05, "loss": 0.5683, "step": 7120 }, { "epoch": 103.33, "learning_rate": 5.2156250000000004e-05, "loss": 0.5863, "step": 7130 }, { "epoch": 103.48, "learning_rate": 5.2078125e-05, "loss": 0.5442, "step": 7140 }, { "epoch": 103.62, "learning_rate": 5.2000000000000004e-05, "loss": 0.657, "step": 7150 }, { "epoch": 103.77, "learning_rate": 5.1921875e-05, "loss": 0.6041, "step": 7160 }, { "epoch": 103.91, "learning_rate": 5.184375e-05, "loss": 0.5324, "step": 7170 }, { "epoch": 104.06, "learning_rate": 5.1765625000000006e-05, "loss": 0.5533, "step": 7180 }, { "epoch": 104.2, "learning_rate": 5.16875e-05, "loss": 0.5202, "step": 7190 }, { "epoch": 104.35, "learning_rate": 5.1609375000000006e-05, "loss": 0.5488, "step": 7200 }, { "epoch": 104.49, "learning_rate": 5.1531249999999996e-05, "loss": 0.5089, "step": 7210 }, { "epoch": 104.64, "learning_rate": 5.1453125e-05, "loss": 0.5576, "step": 7220 }, { "epoch": 104.78, "learning_rate": 5.137500000000001e-05, "loss": 0.5677, "step": 7230 }, { "epoch": 104.93, "learning_rate": 5.1296875e-05, "loss": 0.5546, "step": 7240 }, { "epoch": 105.07, "learning_rate": 5.121875e-05, "loss": 0.5928, "step": 7250 }, { "epoch": 105.22, "learning_rate": 5.1140625e-05, "loss": 0.519, "step": 7260 }, { "epoch": 105.36, "learning_rate": 5.10625e-05, "loss": 0.5748, "step": 7270 }, { "epoch": 105.51, "learning_rate": 5.0984375000000004e-05, "loss": 0.5331, "step": 7280 }, { "epoch": 105.65, "learning_rate": 5.090625e-05, "loss": 0.6033, "step": 7290 }, { "epoch": 105.8, "learning_rate": 5.0828125000000004e-05, "loss": 0.5647, "step": 7300 }, { "epoch": 105.94, "learning_rate": 5.075e-05, "loss": 0.577, "step": 7310 }, { "epoch": 106.09, "learning_rate": 5.0671875000000003e-05, "loss": 0.5794, "step": 7320 }, { "epoch": 106.23, "learning_rate": 5.059375000000001e-05, "loss": 0.651, "step": 7330 }, { "epoch": 106.38, "learning_rate": 5.0515625e-05, "loss": 0.5955, "step": 7340 }, { "epoch": 106.52, "learning_rate": 5.0437500000000006e-05, "loss": 0.5274, "step": 7350 }, { "epoch": 106.67, "learning_rate": 5.0359374999999996e-05, "loss": 0.5578, "step": 7360 }, { "epoch": 106.81, "learning_rate": 5.028125e-05, "loss": 0.5788, "step": 7370 }, { "epoch": 106.96, "learning_rate": 5.020312500000001e-05, "loss": 0.5461, "step": 7380 }, { "epoch": 107.1, "learning_rate": 5.0125e-05, "loss": 0.6086, "step": 7390 }, { "epoch": 107.25, "learning_rate": 5.0046875e-05, "loss": 0.5851, "step": 7400 }, { "epoch": 107.39, "learning_rate": 4.9968750000000005e-05, "loss": 0.5803, "step": 7410 }, { "epoch": 107.54, "learning_rate": 4.9890625e-05, "loss": 0.5434, "step": 7420 }, { "epoch": 107.68, "learning_rate": 4.98125e-05, "loss": 0.5838, "step": 7430 }, { "epoch": 107.83, "learning_rate": 4.9734375e-05, "loss": 0.6052, "step": 7440 }, { "epoch": 107.97, "learning_rate": 4.9656250000000004e-05, "loss": 0.5245, "step": 7450 }, { "epoch": 108.12, "learning_rate": 4.9578125e-05, "loss": 0.5706, "step": 7460 }, { "epoch": 108.26, "learning_rate": 4.9500000000000004e-05, "loss": 0.593, "step": 7470 }, { "epoch": 108.41, "learning_rate": 4.9421875e-05, "loss": 0.7001, "step": 7480 }, { "epoch": 108.55, "learning_rate": 4.9343749999999997e-05, "loss": 0.5745, "step": 7490 }, { "epoch": 108.7, "learning_rate": 4.9265625000000007e-05, "loss": 0.5514, "step": 7500 }, { "epoch": 108.7, "eval_loss": 0.19866465032100677, "eval_runtime": 581.4592, "eval_samples_per_second": 5.837, "eval_steps_per_second": 0.731, "eval_wer": 0.1339891033700663, "step": 7500 }, { "epoch": 108.84, "learning_rate": 4.91875e-05, "loss": 0.6588, "step": 7510 }, { "epoch": 108.99, "learning_rate": 4.9109375e-05, "loss": 0.5171, "step": 7520 }, { "epoch": 109.13, "learning_rate": 4.903125e-05, "loss": 0.6426, "step": 7530 }, { "epoch": 109.28, "learning_rate": 4.8953125e-05, "loss": 0.6569, "step": 7540 }, { "epoch": 109.42, "learning_rate": 4.8875e-05, "loss": 0.5613, "step": 7550 }, { "epoch": 109.57, "learning_rate": 4.8796875000000005e-05, "loss": 0.5761, "step": 7560 }, { "epoch": 109.71, "learning_rate": 4.871875e-05, "loss": 0.6034, "step": 7570 }, { "epoch": 109.86, "learning_rate": 4.8640625e-05, "loss": 0.579, "step": 7580 }, { "epoch": 110.0, "learning_rate": 4.85625e-05, "loss": 0.4977, "step": 7590 }, { "epoch": 110.14, "learning_rate": 4.8484375000000005e-05, "loss": 0.5772, "step": 7600 }, { "epoch": 110.29, "learning_rate": 4.840625e-05, "loss": 0.5254, "step": 7610 }, { "epoch": 110.43, "learning_rate": 4.8328125000000004e-05, "loss": 0.5754, "step": 7620 }, { "epoch": 110.58, "learning_rate": 4.825e-05, "loss": 0.5472, "step": 7630 }, { "epoch": 110.72, "learning_rate": 4.8171875e-05, "loss": 0.5534, "step": 7640 }, { "epoch": 110.87, "learning_rate": 4.809375000000001e-05, "loss": 0.5449, "step": 7650 }, { "epoch": 111.01, "learning_rate": 4.8015625e-05, "loss": 0.6021, "step": 7660 }, { "epoch": 111.16, "learning_rate": 4.79375e-05, "loss": 0.6354, "step": 7670 }, { "epoch": 111.3, "learning_rate": 4.7859375e-05, "loss": 0.6301, "step": 7680 }, { "epoch": 111.45, "learning_rate": 4.778125e-05, "loss": 0.5631, "step": 7690 }, { "epoch": 111.59, "learning_rate": 4.7703125e-05, "loss": 0.5286, "step": 7700 }, { "epoch": 111.74, "learning_rate": 4.7625000000000006e-05, "loss": 0.6512, "step": 7710 }, { "epoch": 111.88, "learning_rate": 4.7546875e-05, "loss": 0.6631, "step": 7720 }, { "epoch": 112.03, "learning_rate": 4.746875e-05, "loss": 0.5116, "step": 7730 }, { "epoch": 112.17, "learning_rate": 4.7390625e-05, "loss": 0.5235, "step": 7740 }, { "epoch": 112.32, "learning_rate": 4.7312500000000005e-05, "loss": 0.4947, "step": 7750 }, { "epoch": 112.46, "learning_rate": 4.7234375e-05, "loss": 0.6046, "step": 7760 }, { "epoch": 112.61, "learning_rate": 4.7156250000000004e-05, "loss": 0.5819, "step": 7770 }, { "epoch": 112.75, "learning_rate": 4.7078125e-05, "loss": 0.5525, "step": 7780 }, { "epoch": 112.9, "learning_rate": 4.7e-05, "loss": 0.5515, "step": 7790 }, { "epoch": 113.04, "learning_rate": 4.692187500000001e-05, "loss": 0.5442, "step": 7800 }, { "epoch": 113.19, "learning_rate": 4.6843750000000004e-05, "loss": 0.4829, "step": 7810 }, { "epoch": 113.33, "learning_rate": 4.6765625e-05, "loss": 0.6145, "step": 7820 }, { "epoch": 113.48, "learning_rate": 4.66875e-05, "loss": 0.5503, "step": 7830 }, { "epoch": 113.62, "learning_rate": 4.6609375e-05, "loss": 0.5404, "step": 7840 }, { "epoch": 113.77, "learning_rate": 4.653125e-05, "loss": 0.6141, "step": 7850 }, { "epoch": 113.91, "learning_rate": 4.6453125000000006e-05, "loss": 0.5014, "step": 7860 }, { "epoch": 114.06, "learning_rate": 4.6375e-05, "loss": 0.5724, "step": 7870 }, { "epoch": 114.2, "learning_rate": 4.6296875e-05, "loss": 0.4928, "step": 7880 }, { "epoch": 114.35, "learning_rate": 4.621875e-05, "loss": 0.6444, "step": 7890 }, { "epoch": 114.49, "learning_rate": 4.6140625000000005e-05, "loss": 0.4999, "step": 7900 }, { "epoch": 114.64, "learning_rate": 4.60625e-05, "loss": 0.5315, "step": 7910 }, { "epoch": 114.78, "learning_rate": 4.5984375000000005e-05, "loss": 0.5117, "step": 7920 }, { "epoch": 114.93, "learning_rate": 4.590625e-05, "loss": 0.4851, "step": 7930 }, { "epoch": 115.07, "learning_rate": 4.5828125e-05, "loss": 0.5751, "step": 7940 }, { "epoch": 115.22, "learning_rate": 4.575e-05, "loss": 0.5408, "step": 7950 }, { "epoch": 115.36, "learning_rate": 4.5671875000000004e-05, "loss": 0.5763, "step": 7960 }, { "epoch": 115.51, "learning_rate": 4.559375e-05, "loss": 0.6231, "step": 7970 }, { "epoch": 115.65, "learning_rate": 4.5515625000000004e-05, "loss": 0.5413, "step": 7980 }, { "epoch": 115.8, "learning_rate": 4.54375e-05, "loss": 0.5532, "step": 7990 }, { "epoch": 115.94, "learning_rate": 4.5359375e-05, "loss": 0.5382, "step": 8000 }, { "epoch": 115.94, "eval_loss": 0.21039190888404846, "eval_runtime": 576.6919, "eval_samples_per_second": 5.885, "eval_steps_per_second": 0.737, "eval_wer": 0.13444107519989482, "step": 8000 }, { "epoch": 116.09, "learning_rate": 4.528125e-05, "loss": 0.5209, "step": 8010 }, { "epoch": 116.23, "learning_rate": 4.5203125e-05, "loss": 0.5247, "step": 8020 }, { "epoch": 116.38, "learning_rate": 4.5125e-05, "loss": 0.5546, "step": 8030 }, { "epoch": 116.52, "learning_rate": 4.5046875e-05, "loss": 0.5698, "step": 8040 }, { "epoch": 116.67, "learning_rate": 4.4968750000000005e-05, "loss": 0.5687, "step": 8050 }, { "epoch": 116.81, "learning_rate": 4.4890625e-05, "loss": 0.5796, "step": 8060 }, { "epoch": 116.96, "learning_rate": 4.4812500000000005e-05, "loss": 0.522, "step": 8070 }, { "epoch": 117.1, "learning_rate": 4.4734375e-05, "loss": 0.658, "step": 8080 }, { "epoch": 117.25, "learning_rate": 4.465625e-05, "loss": 0.5765, "step": 8090 }, { "epoch": 117.39, "learning_rate": 4.4578125e-05, "loss": 0.581, "step": 8100 }, { "epoch": 117.54, "learning_rate": 4.4500000000000004e-05, "loss": 0.554, "step": 8110 }, { "epoch": 117.68, "learning_rate": 4.4421875e-05, "loss": 0.5084, "step": 8120 }, { "epoch": 117.83, "learning_rate": 4.4343750000000004e-05, "loss": 0.5309, "step": 8130 }, { "epoch": 117.97, "learning_rate": 4.4265625e-05, "loss": 0.5207, "step": 8140 }, { "epoch": 118.12, "learning_rate": 4.4187500000000003e-05, "loss": 0.5846, "step": 8150 }, { "epoch": 118.26, "learning_rate": 4.4109375e-05, "loss": 0.5859, "step": 8160 }, { "epoch": 118.41, "learning_rate": 4.403125e-05, "loss": 0.528, "step": 8170 }, { "epoch": 118.55, "learning_rate": 4.3953125e-05, "loss": 0.5681, "step": 8180 }, { "epoch": 118.7, "learning_rate": 4.3875e-05, "loss": 0.6339, "step": 8190 }, { "epoch": 118.84, "learning_rate": 4.3796875000000006e-05, "loss": 0.5926, "step": 8200 }, { "epoch": 118.99, "learning_rate": 4.371875e-05, "loss": 0.5677, "step": 8210 }, { "epoch": 119.13, "learning_rate": 4.3640625e-05, "loss": 0.6357, "step": 8220 }, { "epoch": 119.28, "learning_rate": 4.35625e-05, "loss": 0.4987, "step": 8230 }, { "epoch": 119.42, "learning_rate": 4.3484375e-05, "loss": 0.5703, "step": 8240 }, { "epoch": 119.57, "learning_rate": 4.340625e-05, "loss": 0.5854, "step": 8250 }, { "epoch": 119.71, "learning_rate": 4.3328125000000005e-05, "loss": 0.5502, "step": 8260 }, { "epoch": 119.86, "learning_rate": 4.325e-05, "loss": 0.5789, "step": 8270 }, { "epoch": 120.0, "learning_rate": 4.3171875e-05, "loss": 0.5338, "step": 8280 }, { "epoch": 120.14, "learning_rate": 4.309375e-05, "loss": 0.5498, "step": 8290 }, { "epoch": 120.29, "learning_rate": 4.3015625000000004e-05, "loss": 0.6334, "step": 8300 }, { "epoch": 120.43, "learning_rate": 4.29375e-05, "loss": 0.5499, "step": 8310 }, { "epoch": 120.58, "learning_rate": 4.2859375e-05, "loss": 0.5306, "step": 8320 }, { "epoch": 120.72, "learning_rate": 4.278125e-05, "loss": 0.5019, "step": 8330 }, { "epoch": 120.87, "learning_rate": 4.2703124999999996e-05, "loss": 0.5885, "step": 8340 }, { "epoch": 121.01, "learning_rate": 4.2625000000000006e-05, "loss": 0.5798, "step": 8350 }, { "epoch": 121.16, "learning_rate": 4.2546875e-05, "loss": 0.5493, "step": 8360 }, { "epoch": 121.3, "learning_rate": 4.246875e-05, "loss": 0.5413, "step": 8370 }, { "epoch": 121.45, "learning_rate": 4.2390625e-05, "loss": 0.5363, "step": 8380 }, { "epoch": 121.59, "learning_rate": 4.23125e-05, "loss": 0.5851, "step": 8390 }, { "epoch": 121.74, "learning_rate": 4.2234375e-05, "loss": 0.5319, "step": 8400 }, { "epoch": 121.88, "learning_rate": 4.2156250000000005e-05, "loss": 0.5567, "step": 8410 }, { "epoch": 122.03, "learning_rate": 4.2078125e-05, "loss": 0.5466, "step": 8420 }, { "epoch": 122.17, "learning_rate": 4.2e-05, "loss": 0.5854, "step": 8430 }, { "epoch": 122.32, "learning_rate": 4.1921875e-05, "loss": 0.5405, "step": 8440 }, { "epoch": 122.46, "learning_rate": 4.1843750000000004e-05, "loss": 0.6046, "step": 8450 }, { "epoch": 122.61, "learning_rate": 4.1765625e-05, "loss": 0.5083, "step": 8460 }, { "epoch": 122.75, "learning_rate": 4.1687500000000004e-05, "loss": 0.5405, "step": 8470 }, { "epoch": 122.9, "learning_rate": 4.1609375e-05, "loss": 0.4826, "step": 8480 }, { "epoch": 123.04, "learning_rate": 4.1531249999999996e-05, "loss": 0.5092, "step": 8490 }, { "epoch": 123.19, "learning_rate": 4.1453125000000006e-05, "loss": 0.5819, "step": 8500 }, { "epoch": 123.19, "eval_loss": 0.21253542602062225, "eval_runtime": 579.9796, "eval_samples_per_second": 5.852, "eval_steps_per_second": 0.733, "eval_wer": 0.13341386649573914, "step": 8500 }, { "epoch": 123.33, "learning_rate": 4.1375e-05, "loss": 0.5768, "step": 8510 }, { "epoch": 123.48, "learning_rate": 4.1296875e-05, "loss": 0.5244, "step": 8520 }, { "epoch": 123.62, "learning_rate": 4.121875e-05, "loss": 0.6989, "step": 8530 }, { "epoch": 123.77, "learning_rate": 4.1140625e-05, "loss": 0.5204, "step": 8540 }, { "epoch": 123.91, "learning_rate": 4.10625e-05, "loss": 0.5902, "step": 8550 }, { "epoch": 124.06, "learning_rate": 4.0984375000000005e-05, "loss": 0.4826, "step": 8560 }, { "epoch": 124.2, "learning_rate": 4.090625e-05, "loss": 0.5641, "step": 8570 }, { "epoch": 124.35, "learning_rate": 4.0828125e-05, "loss": 0.5823, "step": 8580 }, { "epoch": 124.49, "learning_rate": 4.075e-05, "loss": 0.4906, "step": 8590 }, { "epoch": 124.64, "learning_rate": 4.0671875000000004e-05, "loss": 0.5423, "step": 8600 }, { "epoch": 124.78, "learning_rate": 4.059375e-05, "loss": 0.5489, "step": 8610 }, { "epoch": 124.93, "learning_rate": 4.0515625000000004e-05, "loss": 0.56, "step": 8620 }, { "epoch": 125.07, "learning_rate": 4.04375e-05, "loss": 0.5411, "step": 8630 }, { "epoch": 125.22, "learning_rate": 4.0359375e-05, "loss": 0.5912, "step": 8640 }, { "epoch": 125.36, "learning_rate": 4.028125000000001e-05, "loss": 0.5835, "step": 8650 }, { "epoch": 125.51, "learning_rate": 4.0203125e-05, "loss": 0.5686, "step": 8660 }, { "epoch": 125.65, "learning_rate": 4.0125e-05, "loss": 0.5911, "step": 8670 }, { "epoch": 125.8, "learning_rate": 4.0046875e-05, "loss": 0.527, "step": 8680 }, { "epoch": 125.94, "learning_rate": 3.996875e-05, "loss": 0.4846, "step": 8690 }, { "epoch": 126.09, "learning_rate": 3.9890625e-05, "loss": 0.6386, "step": 8700 }, { "epoch": 126.23, "learning_rate": 3.9812500000000005e-05, "loss": 0.5246, "step": 8710 }, { "epoch": 126.38, "learning_rate": 3.9734375e-05, "loss": 0.5456, "step": 8720 }, { "epoch": 126.52, "learning_rate": 3.965625e-05, "loss": 0.5249, "step": 8730 }, { "epoch": 126.67, "learning_rate": 3.9578125e-05, "loss": 0.6076, "step": 8740 }, { "epoch": 126.81, "learning_rate": 3.9500000000000005e-05, "loss": 0.4845, "step": 8750 }, { "epoch": 126.96, "learning_rate": 3.9421875e-05, "loss": 0.5607, "step": 8760 }, { "epoch": 127.1, "learning_rate": 3.9343750000000004e-05, "loss": 0.5276, "step": 8770 }, { "epoch": 127.25, "learning_rate": 3.9265625e-05, "loss": 0.5282, "step": 8780 }, { "epoch": 127.39, "learning_rate": 3.91875e-05, "loss": 0.5207, "step": 8790 }, { "epoch": 127.54, "learning_rate": 3.910937500000001e-05, "loss": 0.5607, "step": 8800 }, { "epoch": 127.68, "learning_rate": 3.9031250000000003e-05, "loss": 0.508, "step": 8810 }, { "epoch": 127.83, "learning_rate": 3.8953125e-05, "loss": 0.5262, "step": 8820 }, { "epoch": 127.97, "learning_rate": 3.8875e-05, "loss": 0.5026, "step": 8830 }, { "epoch": 128.12, "learning_rate": 3.8796875e-05, "loss": 0.5932, "step": 8840 }, { "epoch": 128.26, "learning_rate": 3.871875e-05, "loss": 0.6483, "step": 8850 }, { "epoch": 128.41, "learning_rate": 3.8640625000000006e-05, "loss": 0.6052, "step": 8860 }, { "epoch": 128.55, "learning_rate": 3.85625e-05, "loss": 0.521, "step": 8870 }, { "epoch": 128.7, "learning_rate": 3.8484375e-05, "loss": 0.5174, "step": 8880 }, { "epoch": 128.84, "learning_rate": 3.840625e-05, "loss": 0.4972, "step": 8890 }, { "epoch": 128.99, "learning_rate": 3.8328125000000005e-05, "loss": 0.5328, "step": 8900 }, { "epoch": 129.13, "learning_rate": 3.825e-05, "loss": 0.5884, "step": 8910 }, { "epoch": 129.28, "learning_rate": 3.8171875000000005e-05, "loss": 0.5271, "step": 8920 }, { "epoch": 129.42, "learning_rate": 3.809375e-05, "loss": 0.5299, "step": 8930 }, { "epoch": 129.57, "learning_rate": 3.8015625e-05, "loss": 0.5224, "step": 8940 }, { "epoch": 129.71, "learning_rate": 3.79375e-05, "loss": 0.4938, "step": 8950 }, { "epoch": 129.86, "learning_rate": 3.7859375000000004e-05, "loss": 0.5526, "step": 8960 }, { "epoch": 130.0, "learning_rate": 3.778125e-05, "loss": 0.4794, "step": 8970 }, { "epoch": 130.14, "learning_rate": 3.7703125e-05, "loss": 0.5212, "step": 8980 }, { "epoch": 130.29, "learning_rate": 3.7625e-05, "loss": 0.4934, "step": 8990 }, { "epoch": 130.43, "learning_rate": 3.7546875e-05, "loss": 0.5277, "step": 9000 }, { "epoch": 130.43, "eval_loss": 0.2063010185956955, "eval_runtime": 579.7764, "eval_samples_per_second": 5.854, "eval_steps_per_second": 0.733, "eval_wer": 0.13300298301407687, "step": 9000 }, { "epoch": 130.58, "learning_rate": 3.746875e-05, "loss": 0.5609, "step": 9010 }, { "epoch": 130.72, "learning_rate": 3.7390625e-05, "loss": 0.5351, "step": 9020 }, { "epoch": 130.87, "learning_rate": 3.73125e-05, "loss": 0.5104, "step": 9030 }, { "epoch": 131.01, "learning_rate": 3.7234375e-05, "loss": 0.5557, "step": 9040 }, { "epoch": 131.16, "learning_rate": 3.7156250000000005e-05, "loss": 0.5155, "step": 9050 }, { "epoch": 131.3, "learning_rate": 3.7078125e-05, "loss": 0.6127, "step": 9060 }, { "epoch": 131.45, "learning_rate": 3.7e-05, "loss": 0.5371, "step": 9070 }, { "epoch": 131.59, "learning_rate": 3.6921875e-05, "loss": 0.477, "step": 9080 }, { "epoch": 131.74, "learning_rate": 3.684375e-05, "loss": 0.4657, "step": 9090 }, { "epoch": 131.88, "learning_rate": 3.6765625e-05, "loss": 0.5669, "step": 9100 }, { "epoch": 132.03, "learning_rate": 3.6687500000000004e-05, "loss": 0.4683, "step": 9110 }, { "epoch": 132.17, "learning_rate": 3.6609375e-05, "loss": 0.5235, "step": 9120 }, { "epoch": 132.32, "learning_rate": 3.653125e-05, "loss": 0.5178, "step": 9130 }, { "epoch": 132.46, "learning_rate": 3.6453125e-05, "loss": 0.4834, "step": 9140 }, { "epoch": 132.61, "learning_rate": 3.6375e-05, "loss": 0.5815, "step": 9150 }, { "epoch": 132.75, "learning_rate": 3.6296875e-05, "loss": 0.5547, "step": 9160 }, { "epoch": 132.9, "learning_rate": 3.621875e-05, "loss": 0.5386, "step": 9170 }, { "epoch": 133.04, "learning_rate": 3.6140625e-05, "loss": 0.5692, "step": 9180 }, { "epoch": 133.19, "learning_rate": 3.60625e-05, "loss": 0.5479, "step": 9190 }, { "epoch": 133.33, "learning_rate": 3.5984375000000006e-05, "loss": 0.4641, "step": 9200 }, { "epoch": 133.48, "learning_rate": 3.590625e-05, "loss": 0.4902, "step": 9210 }, { "epoch": 133.62, "learning_rate": 3.5828125e-05, "loss": 0.563, "step": 9220 }, { "epoch": 133.77, "learning_rate": 3.575e-05, "loss": 0.5269, "step": 9230 }, { "epoch": 133.91, "learning_rate": 3.5671875e-05, "loss": 0.623, "step": 9240 }, { "epoch": 134.06, "learning_rate": 3.559375e-05, "loss": 0.5057, "step": 9250 }, { "epoch": 134.2, "learning_rate": 3.5515625000000004e-05, "loss": 0.5614, "step": 9260 }, { "epoch": 134.35, "learning_rate": 3.54375e-05, "loss": 0.5777, "step": 9270 }, { "epoch": 134.49, "learning_rate": 3.5359375e-05, "loss": 0.4745, "step": 9280 }, { "epoch": 134.64, "learning_rate": 3.528125e-05, "loss": 0.5169, "step": 9290 }, { "epoch": 134.78, "learning_rate": 3.5203125000000004e-05, "loss": 0.5377, "step": 9300 }, { "epoch": 134.93, "learning_rate": 3.5125e-05, "loss": 0.5445, "step": 9310 }, { "epoch": 135.07, "learning_rate": 3.5046875e-05, "loss": 0.5448, "step": 9320 }, { "epoch": 135.22, "learning_rate": 3.496875e-05, "loss": 0.4979, "step": 9330 }, { "epoch": 135.36, "learning_rate": 3.4890624999999996e-05, "loss": 0.5021, "step": 9340 }, { "epoch": 135.51, "learning_rate": 3.4812500000000006e-05, "loss": 0.5783, "step": 9350 }, { "epoch": 135.65, "learning_rate": 3.4734375e-05, "loss": 0.5397, "step": 9360 }, { "epoch": 135.8, "learning_rate": 3.465625e-05, "loss": 0.5309, "step": 9370 }, { "epoch": 135.94, "learning_rate": 3.4578125e-05, "loss": 0.5264, "step": 9380 }, { "epoch": 136.09, "learning_rate": 3.45e-05, "loss": 0.5904, "step": 9390 }, { "epoch": 136.23, "learning_rate": 3.4421875e-05, "loss": 0.5292, "step": 9400 }, { "epoch": 136.38, "learning_rate": 3.4343750000000005e-05, "loss": 0.5631, "step": 9410 }, { "epoch": 136.52, "learning_rate": 3.4265625e-05, "loss": 0.4449, "step": 9420 }, { "epoch": 136.67, "learning_rate": 3.41875e-05, "loss": 0.5252, "step": 9430 }, { "epoch": 136.81, "learning_rate": 3.4109375e-05, "loss": 0.478, "step": 9440 }, { "epoch": 136.96, "learning_rate": 3.4031250000000004e-05, "loss": 0.6081, "step": 9450 }, { "epoch": 137.1, "learning_rate": 3.3953125e-05, "loss": 0.5528, "step": 9460 }, { "epoch": 137.25, "learning_rate": 3.3875000000000003e-05, "loss": 0.6549, "step": 9470 }, { "epoch": 137.39, "learning_rate": 3.3796875e-05, "loss": 0.5099, "step": 9480 }, { "epoch": 137.54, "learning_rate": 3.3718749999999996e-05, "loss": 0.5454, "step": 9490 }, { "epoch": 137.68, "learning_rate": 3.3640625000000006e-05, "loss": 0.4626, "step": 9500 }, { "epoch": 137.68, "eval_loss": 0.2105015516281128, "eval_runtime": 578.1395, "eval_samples_per_second": 5.871, "eval_steps_per_second": 0.735, "eval_wer": 0.13102252463246472, "step": 9500 }, { "epoch": 137.83, "learning_rate": 3.35625e-05, "loss": 0.5226, "step": 9510 }, { "epoch": 137.97, "learning_rate": 3.3484375e-05, "loss": 0.5355, "step": 9520 }, { "epoch": 138.12, "learning_rate": 3.340625e-05, "loss": 0.5445, "step": 9530 }, { "epoch": 138.26, "learning_rate": 3.3328125e-05, "loss": 0.4949, "step": 9540 }, { "epoch": 138.41, "learning_rate": 3.325e-05, "loss": 0.4967, "step": 9550 }, { "epoch": 138.55, "learning_rate": 3.3171875000000005e-05, "loss": 0.4727, "step": 9560 }, { "epoch": 138.7, "learning_rate": 3.309375e-05, "loss": 0.4876, "step": 9570 }, { "epoch": 138.84, "learning_rate": 3.3015625e-05, "loss": 0.5354, "step": 9580 }, { "epoch": 138.99, "learning_rate": 3.29375e-05, "loss": 0.4908, "step": 9590 }, { "epoch": 139.13, "learning_rate": 3.2859375000000004e-05, "loss": 0.5092, "step": 9600 }, { "epoch": 139.28, "learning_rate": 3.278125e-05, "loss": 0.5326, "step": 9610 }, { "epoch": 139.42, "learning_rate": 3.2703125000000004e-05, "loss": 0.5484, "step": 9620 }, { "epoch": 139.57, "learning_rate": 3.2625e-05, "loss": 0.5084, "step": 9630 }, { "epoch": 139.71, "learning_rate": 3.2546874999999997e-05, "loss": 0.5468, "step": 9640 }, { "epoch": 139.86, "learning_rate": 3.2468750000000007e-05, "loss": 0.6011, "step": 9650 }, { "epoch": 140.0, "learning_rate": 3.2390625e-05, "loss": 0.5875, "step": 9660 }, { "epoch": 140.14, "learning_rate": 3.23125e-05, "loss": 0.5429, "step": 9670 }, { "epoch": 140.29, "learning_rate": 3.2234375e-05, "loss": 0.5103, "step": 9680 }, { "epoch": 140.43, "learning_rate": 3.215625e-05, "loss": 0.4965, "step": 9690 }, { "epoch": 140.58, "learning_rate": 3.2078125e-05, "loss": 0.4877, "step": 9700 }, { "epoch": 140.72, "learning_rate": 3.2000000000000005e-05, "loss": 0.5853, "step": 9710 }, { "epoch": 140.87, "learning_rate": 3.1921875e-05, "loss": 0.5065, "step": 9720 }, { "epoch": 141.01, "learning_rate": 3.184375e-05, "loss": 0.5068, "step": 9730 }, { "epoch": 141.16, "learning_rate": 3.1765625e-05, "loss": 0.5398, "step": 9740 }, { "epoch": 141.3, "learning_rate": 3.1687500000000005e-05, "loss": 0.4639, "step": 9750 }, { "epoch": 141.45, "learning_rate": 3.1609375e-05, "loss": 0.461, "step": 9760 }, { "epoch": 141.59, "learning_rate": 3.1531250000000004e-05, "loss": 0.4832, "step": 9770 }, { "epoch": 141.74, "learning_rate": 3.1453125e-05, "loss": 0.5249, "step": 9780 }, { "epoch": 141.88, "learning_rate": 3.1375e-05, "loss": 0.5077, "step": 9790 }, { "epoch": 142.03, "learning_rate": 3.1296875e-05, "loss": 0.5561, "step": 9800 }, { "epoch": 142.17, "learning_rate": 3.121875e-05, "loss": 0.6738, "step": 9810 }, { "epoch": 142.32, "learning_rate": 3.1140625e-05, "loss": 0.539, "step": 9820 }, { "epoch": 142.46, "learning_rate": 3.10625e-05, "loss": 0.552, "step": 9830 }, { "epoch": 142.61, "learning_rate": 3.0984375e-05, "loss": 0.5254, "step": 9840 }, { "epoch": 142.75, "learning_rate": 3.090625e-05, "loss": 0.5628, "step": 9850 }, { "epoch": 142.9, "learning_rate": 3.0828125e-05, "loss": 0.5149, "step": 9860 }, { "epoch": 143.04, "learning_rate": 3.075e-05, "loss": 0.6018, "step": 9870 }, { "epoch": 143.19, "learning_rate": 3.0671875e-05, "loss": 0.5492, "step": 9880 }, { "epoch": 143.33, "learning_rate": 3.059375e-05, "loss": 0.48, "step": 9890 }, { "epoch": 143.48, "learning_rate": 3.0515625000000005e-05, "loss": 0.5205, "step": 9900 }, { "epoch": 143.62, "learning_rate": 3.04375e-05, "loss": 0.5436, "step": 9910 }, { "epoch": 143.77, "learning_rate": 3.0359375e-05, "loss": 0.5217, "step": 9920 }, { "epoch": 143.91, "learning_rate": 3.028125e-05, "loss": 0.4908, "step": 9930 }, { "epoch": 144.06, "learning_rate": 3.0203124999999997e-05, "loss": 0.4808, "step": 9940 }, { "epoch": 144.2, "learning_rate": 3.0125000000000004e-05, "loss": 0.5112, "step": 9950 }, { "epoch": 144.35, "learning_rate": 3.0046875000000004e-05, "loss": 0.4901, "step": 9960 }, { "epoch": 144.49, "learning_rate": 2.996875e-05, "loss": 0.5146, "step": 9970 }, { "epoch": 144.64, "learning_rate": 2.9890625e-05, "loss": 0.5309, "step": 9980 }, { "epoch": 144.78, "learning_rate": 2.98125e-05, "loss": 0.4538, "step": 9990 }, { "epoch": 144.93, "learning_rate": 2.9734375000000003e-05, "loss": 0.5842, "step": 10000 }, { "epoch": 144.93, "eval_loss": 0.20865434408187866, "eval_runtime": 584.5036, "eval_samples_per_second": 5.807, "eval_steps_per_second": 0.727, "eval_wer": 0.1306527294989687, "step": 10000 }, { "epoch": 145.07, "learning_rate": 2.9656250000000003e-05, "loss": 0.5556, "step": 10010 }, { "epoch": 145.22, "learning_rate": 2.9578125000000002e-05, "loss": 0.5339, "step": 10020 }, { "epoch": 145.36, "learning_rate": 2.95e-05, "loss": 0.5321, "step": 10030 }, { "epoch": 145.51, "learning_rate": 2.9421875e-05, "loss": 0.5274, "step": 10040 }, { "epoch": 145.65, "learning_rate": 2.9343750000000002e-05, "loss": 0.533, "step": 10050 }, { "epoch": 145.8, "learning_rate": 2.9265625e-05, "loss": 0.5515, "step": 10060 }, { "epoch": 145.94, "learning_rate": 2.91875e-05, "loss": 0.5548, "step": 10070 }, { "epoch": 146.09, "learning_rate": 2.9109375e-05, "loss": 0.4882, "step": 10080 }, { "epoch": 146.23, "learning_rate": 2.9031249999999998e-05, "loss": 0.4592, "step": 10090 }, { "epoch": 146.38, "learning_rate": 2.8953125000000004e-05, "loss": 0.4733, "step": 10100 }, { "epoch": 146.52, "learning_rate": 2.8875e-05, "loss": 0.4897, "step": 10110 }, { "epoch": 146.67, "learning_rate": 2.8796875e-05, "loss": 0.565, "step": 10120 }, { "epoch": 146.81, "learning_rate": 2.871875e-05, "loss": 0.5052, "step": 10130 }, { "epoch": 146.96, "learning_rate": 2.8640625e-05, "loss": 0.4882, "step": 10140 }, { "epoch": 147.1, "learning_rate": 2.8562500000000003e-05, "loss": 0.4909, "step": 10150 }, { "epoch": 147.25, "learning_rate": 2.8484375000000003e-05, "loss": 0.4724, "step": 10160 }, { "epoch": 147.39, "learning_rate": 2.840625e-05, "loss": 0.59, "step": 10170 }, { "epoch": 147.54, "learning_rate": 2.8328125e-05, "loss": 0.497, "step": 10180 }, { "epoch": 147.68, "learning_rate": 2.825e-05, "loss": 0.5728, "step": 10190 }, { "epoch": 147.83, "learning_rate": 2.8171875000000002e-05, "loss": 0.5683, "step": 10200 }, { "epoch": 147.97, "learning_rate": 2.8093750000000002e-05, "loss": 0.42, "step": 10210 }, { "epoch": 148.12, "learning_rate": 2.8015625e-05, "loss": 0.5232, "step": 10220 }, { "epoch": 148.26, "learning_rate": 2.79375e-05, "loss": 0.4986, "step": 10230 }, { "epoch": 148.41, "learning_rate": 2.7859374999999998e-05, "loss": 0.5065, "step": 10240 }, { "epoch": 148.55, "learning_rate": 2.7781250000000004e-05, "loss": 0.4544, "step": 10250 }, { "epoch": 148.7, "learning_rate": 2.7703125e-05, "loss": 0.5544, "step": 10260 }, { "epoch": 148.84, "learning_rate": 2.7625e-05, "loss": 0.4994, "step": 10270 }, { "epoch": 148.99, "learning_rate": 2.7546875e-05, "loss": 0.561, "step": 10280 }, { "epoch": 149.13, "learning_rate": 2.746875e-05, "loss": 0.5616, "step": 10290 }, { "epoch": 149.28, "learning_rate": 2.7390625000000003e-05, "loss": 0.6495, "step": 10300 }, { "epoch": 149.42, "learning_rate": 2.7312500000000003e-05, "loss": 0.4772, "step": 10310 }, { "epoch": 149.57, "learning_rate": 2.7234375e-05, "loss": 0.5294, "step": 10320 }, { "epoch": 149.71, "learning_rate": 2.715625e-05, "loss": 0.5192, "step": 10330 }, { "epoch": 149.86, "learning_rate": 2.7078125e-05, "loss": 0.592, "step": 10340 }, { "epoch": 150.0, "learning_rate": 2.7000000000000002e-05, "loss": 0.5129, "step": 10350 }, { "epoch": 150.14, "learning_rate": 2.6921875000000002e-05, "loss": 0.5053, "step": 10360 }, { "epoch": 150.29, "learning_rate": 2.6843750000000002e-05, "loss": 0.5152, "step": 10370 }, { "epoch": 150.43, "learning_rate": 2.6765625e-05, "loss": 0.5233, "step": 10380 }, { "epoch": 150.58, "learning_rate": 2.6687499999999998e-05, "loss": 0.5546, "step": 10390 }, { "epoch": 150.72, "learning_rate": 2.6609375000000005e-05, "loss": 0.5218, "step": 10400 }, { "epoch": 150.87, "learning_rate": 2.653125e-05, "loss": 0.6183, "step": 10410 }, { "epoch": 151.01, "learning_rate": 2.6453125e-05, "loss": 0.4911, "step": 10420 }, { "epoch": 151.16, "learning_rate": 2.6375e-05, "loss": 0.5415, "step": 10430 }, { "epoch": 151.3, "learning_rate": 2.6296874999999997e-05, "loss": 0.4911, "step": 10440 }, { "epoch": 151.45, "learning_rate": 2.6218750000000004e-05, "loss": 0.4329, "step": 10450 }, { "epoch": 151.59, "learning_rate": 2.6140625000000004e-05, "loss": 0.5477, "step": 10460 }, { "epoch": 151.74, "learning_rate": 2.60625e-05, "loss": 0.5363, "step": 10470 }, { "epoch": 151.88, "learning_rate": 2.5984375e-05, "loss": 0.4905, "step": 10480 }, { "epoch": 152.03, "learning_rate": 2.590625e-05, "loss": 0.4725, "step": 10490 }, { "epoch": 152.17, "learning_rate": 2.5828125000000003e-05, "loss": 0.535, "step": 10500 }, { "epoch": 152.17, "eval_loss": 0.21369755268096924, "eval_runtime": 580.9794, "eval_samples_per_second": 5.842, "eval_steps_per_second": 0.732, "eval_wer": 0.1309074772575993, "step": 10500 }, { "epoch": 152.32, "learning_rate": 2.5750000000000002e-05, "loss": 0.5524, "step": 10510 }, { "epoch": 152.46, "learning_rate": 2.5671875000000002e-05, "loss": 0.5334, "step": 10520 }, { "epoch": 152.61, "learning_rate": 2.5601562500000003e-05, "loss": 0.4802, "step": 10530 }, { "epoch": 152.75, "learning_rate": 2.5523437500000003e-05, "loss": 0.5052, "step": 10540 }, { "epoch": 152.9, "learning_rate": 2.5445312500000003e-05, "loss": 0.4649, "step": 10550 }, { "epoch": 153.04, "learning_rate": 2.53671875e-05, "loss": 0.53, "step": 10560 }, { "epoch": 153.19, "learning_rate": 2.52890625e-05, "loss": 0.476, "step": 10570 }, { "epoch": 153.33, "learning_rate": 2.5210937500000002e-05, "loss": 0.5251, "step": 10580 }, { "epoch": 153.48, "learning_rate": 2.5132812500000002e-05, "loss": 0.5359, "step": 10590 }, { "epoch": 153.62, "learning_rate": 2.50546875e-05, "loss": 0.4981, "step": 10600 }, { "epoch": 153.77, "learning_rate": 2.49765625e-05, "loss": 0.5616, "step": 10610 }, { "epoch": 153.91, "learning_rate": 2.48984375e-05, "loss": 0.5577, "step": 10620 }, { "epoch": 154.06, "learning_rate": 2.48203125e-05, "loss": 0.5518, "step": 10630 }, { "epoch": 154.2, "learning_rate": 2.47421875e-05, "loss": 0.5383, "step": 10640 }, { "epoch": 154.35, "learning_rate": 2.46640625e-05, "loss": 0.529, "step": 10650 }, { "epoch": 154.49, "learning_rate": 2.45859375e-05, "loss": 0.5187, "step": 10660 }, { "epoch": 154.64, "learning_rate": 2.4507812500000004e-05, "loss": 0.5833, "step": 10670 }, { "epoch": 154.78, "learning_rate": 2.44296875e-05, "loss": 0.4893, "step": 10680 }, { "epoch": 154.93, "learning_rate": 2.4351562500000003e-05, "loss": 0.5028, "step": 10690 }, { "epoch": 155.07, "learning_rate": 2.4273437500000003e-05, "loss": 0.4743, "step": 10700 }, { "epoch": 155.22, "learning_rate": 2.41953125e-05, "loss": 0.5569, "step": 10710 }, { "epoch": 155.36, "learning_rate": 2.4117187500000003e-05, "loss": 0.5493, "step": 10720 }, { "epoch": 155.51, "learning_rate": 2.4046875000000003e-05, "loss": 0.4621, "step": 10730 }, { "epoch": 155.65, "learning_rate": 2.396875e-05, "loss": 0.4801, "step": 10740 }, { "epoch": 155.8, "learning_rate": 2.3890625e-05, "loss": 0.514, "step": 10750 }, { "epoch": 155.94, "learning_rate": 2.3812500000000003e-05, "loss": 0.6346, "step": 10760 }, { "epoch": 156.09, "learning_rate": 2.3734375e-05, "loss": 0.4917, "step": 10770 }, { "epoch": 156.23, "learning_rate": 2.3656250000000002e-05, "loss": 0.4929, "step": 10780 }, { "epoch": 156.38, "learning_rate": 2.3578125000000002e-05, "loss": 0.5315, "step": 10790 }, { "epoch": 156.52, "learning_rate": 2.35e-05, "loss": 0.479, "step": 10800 }, { "epoch": 156.67, "learning_rate": 2.3421875000000002e-05, "loss": 0.4674, "step": 10810 }, { "epoch": 156.81, "learning_rate": 2.334375e-05, "loss": 0.521, "step": 10820 }, { "epoch": 156.96, "learning_rate": 2.3265625e-05, "loss": 0.4866, "step": 10830 }, { "epoch": 157.1, "learning_rate": 2.31875e-05, "loss": 0.472, "step": 10840 }, { "epoch": 157.25, "learning_rate": 2.3109375e-05, "loss": 0.5237, "step": 10850 }, { "epoch": 157.39, "learning_rate": 2.303125e-05, "loss": 0.5383, "step": 10860 }, { "epoch": 157.54, "learning_rate": 2.2953125e-05, "loss": 0.4599, "step": 10870 }, { "epoch": 157.68, "learning_rate": 2.2875e-05, "loss": 0.4511, "step": 10880 }, { "epoch": 157.83, "learning_rate": 2.2796875e-05, "loss": 0.5596, "step": 10890 }, { "epoch": 157.97, "learning_rate": 2.271875e-05, "loss": 0.455, "step": 10900 }, { "epoch": 158.12, "learning_rate": 2.2640625e-05, "loss": 0.5119, "step": 10910 }, { "epoch": 158.26, "learning_rate": 2.25625e-05, "loss": 0.517, "step": 10920 }, { "epoch": 158.41, "learning_rate": 2.2484375000000003e-05, "loss": 0.5602, "step": 10930 }, { "epoch": 158.55, "learning_rate": 2.2406250000000003e-05, "loss": 0.5124, "step": 10940 }, { "epoch": 158.7, "learning_rate": 2.2328125e-05, "loss": 0.5453, "step": 10950 }, { "epoch": 158.84, "learning_rate": 2.2250000000000002e-05, "loss": 0.5732, "step": 10960 }, { "epoch": 158.99, "learning_rate": 2.2171875000000002e-05, "loss": 0.4786, "step": 10970 }, { "epoch": 159.13, "learning_rate": 2.2093750000000002e-05, "loss": 0.4969, "step": 10980 }, { "epoch": 159.28, "learning_rate": 2.2015625e-05, "loss": 0.6077, "step": 10990 }, { "epoch": 159.42, "learning_rate": 2.19375e-05, "loss": 0.5081, "step": 11000 }, { "epoch": 159.42, "eval_loss": 0.2215370386838913, "eval_runtime": 583.8085, "eval_samples_per_second": 5.814, "eval_steps_per_second": 0.728, "eval_wer": 0.13015966932097395, "step": 11000 }, { "epoch": 159.57, "learning_rate": 2.1859375e-05, "loss": 0.5492, "step": 11010 }, { "epoch": 159.71, "learning_rate": 2.178125e-05, "loss": 0.517, "step": 11020 }, { "epoch": 159.86, "learning_rate": 2.1703125e-05, "loss": 0.5535, "step": 11030 }, { "epoch": 160.0, "learning_rate": 2.1625e-05, "loss": 0.4738, "step": 11040 }, { "epoch": 160.14, "learning_rate": 2.1546875e-05, "loss": 0.4542, "step": 11050 }, { "epoch": 160.29, "learning_rate": 2.146875e-05, "loss": 0.5163, "step": 11060 }, { "epoch": 160.43, "learning_rate": 2.1390625e-05, "loss": 0.4631, "step": 11070 }, { "epoch": 160.58, "learning_rate": 2.1312500000000003e-05, "loss": 0.4819, "step": 11080 }, { "epoch": 160.72, "learning_rate": 2.1234375e-05, "loss": 0.5004, "step": 11090 }, { "epoch": 160.87, "learning_rate": 2.115625e-05, "loss": 0.4754, "step": 11100 }, { "epoch": 161.01, "learning_rate": 2.1078125000000002e-05, "loss": 0.6113, "step": 11110 }, { "epoch": 161.16, "learning_rate": 2.1e-05, "loss": 0.4625, "step": 11120 }, { "epoch": 161.3, "learning_rate": 2.0921875000000002e-05, "loss": 0.5523, "step": 11130 }, { "epoch": 161.45, "learning_rate": 2.0843750000000002e-05, "loss": 0.4649, "step": 11140 }, { "epoch": 161.59, "learning_rate": 2.0765624999999998e-05, "loss": 0.4813, "step": 11150 }, { "epoch": 161.74, "learning_rate": 2.06875e-05, "loss": 0.4891, "step": 11160 }, { "epoch": 161.88, "learning_rate": 2.0609375e-05, "loss": 0.6146, "step": 11170 }, { "epoch": 162.03, "learning_rate": 2.053125e-05, "loss": 0.5304, "step": 11180 }, { "epoch": 162.17, "learning_rate": 2.0453125e-05, "loss": 0.465, "step": 11190 }, { "epoch": 162.32, "learning_rate": 2.0375e-05, "loss": 0.4719, "step": 11200 }, { "epoch": 162.46, "learning_rate": 2.0296875e-05, "loss": 0.567, "step": 11210 }, { "epoch": 162.61, "learning_rate": 2.021875e-05, "loss": 0.4991, "step": 11220 }, { "epoch": 162.75, "learning_rate": 2.0140625000000003e-05, "loss": 0.4783, "step": 11230 }, { "epoch": 162.9, "learning_rate": 2.00625e-05, "loss": 0.5601, "step": 11240 }, { "epoch": 163.04, "learning_rate": 1.9984375e-05, "loss": 0.4829, "step": 11250 }, { "epoch": 163.19, "learning_rate": 1.9906250000000003e-05, "loss": 0.4697, "step": 11260 }, { "epoch": 163.33, "learning_rate": 1.9828125e-05, "loss": 0.4769, "step": 11270 }, { "epoch": 163.48, "learning_rate": 1.9750000000000002e-05, "loss": 0.4977, "step": 11280 }, { "epoch": 163.62, "learning_rate": 1.9671875000000002e-05, "loss": 0.6251, "step": 11290 }, { "epoch": 163.77, "learning_rate": 1.959375e-05, "loss": 0.4934, "step": 11300 }, { "epoch": 163.91, "learning_rate": 1.9515625000000002e-05, "loss": 0.56, "step": 11310 }, { "epoch": 164.06, "learning_rate": 1.94375e-05, "loss": 0.528, "step": 11320 }, { "epoch": 164.2, "learning_rate": 1.9359375e-05, "loss": 0.4802, "step": 11330 }, { "epoch": 164.35, "learning_rate": 1.928125e-05, "loss": 0.5461, "step": 11340 }, { "epoch": 164.49, "learning_rate": 1.9203125e-05, "loss": 0.4683, "step": 11350 }, { "epoch": 164.64, "learning_rate": 1.9125e-05, "loss": 0.513, "step": 11360 }, { "epoch": 164.78, "learning_rate": 1.9046875e-05, "loss": 0.5508, "step": 11370 }, { "epoch": 164.93, "learning_rate": 1.896875e-05, "loss": 0.5198, "step": 11380 }, { "epoch": 165.07, "learning_rate": 1.8890625e-05, "loss": 0.5817, "step": 11390 }, { "epoch": 165.22, "learning_rate": 1.88125e-05, "loss": 0.4556, "step": 11400 }, { "epoch": 165.36, "learning_rate": 1.8734375e-05, "loss": 0.5387, "step": 11410 }, { "epoch": 165.51, "learning_rate": 1.865625e-05, "loss": 0.4885, "step": 11420 }, { "epoch": 165.65, "learning_rate": 1.8578125000000003e-05, "loss": 0.5143, "step": 11430 }, { "epoch": 165.8, "learning_rate": 1.85e-05, "loss": 0.5244, "step": 11440 }, { "epoch": 165.94, "learning_rate": 1.8421875e-05, "loss": 0.5515, "step": 11450 }, { "epoch": 166.09, "learning_rate": 1.8343750000000002e-05, "loss": 0.4702, "step": 11460 }, { "epoch": 166.23, "learning_rate": 1.8265625e-05, "loss": 0.4558, "step": 11470 }, { "epoch": 166.38, "learning_rate": 1.81875e-05, "loss": 0.4932, "step": 11480 }, { "epoch": 166.52, "learning_rate": 1.8109375e-05, "loss": 0.54, "step": 11490 }, { "epoch": 166.67, "learning_rate": 1.803125e-05, "loss": 0.6033, "step": 11500 }, { "epoch": 166.67, "eval_loss": 0.21619954705238342, "eval_runtime": 579.504, "eval_samples_per_second": 5.857, "eval_steps_per_second": 0.733, "eval_wer": 0.13017610466024046, "step": 11500 }, { "epoch": 166.81, "learning_rate": 1.7953125e-05, "loss": 0.4635, "step": 11510 }, { "epoch": 166.96, "learning_rate": 1.7875e-05, "loss": 0.514, "step": 11520 }, { "epoch": 167.1, "learning_rate": 1.7796875e-05, "loss": 0.4505, "step": 11530 }, { "epoch": 167.25, "learning_rate": 1.771875e-05, "loss": 0.4928, "step": 11540 }, { "epoch": 167.39, "learning_rate": 1.7640625e-05, "loss": 0.5362, "step": 11550 }, { "epoch": 167.54, "learning_rate": 1.75625e-05, "loss": 0.5496, "step": 11560 }, { "epoch": 167.68, "learning_rate": 1.7484375e-05, "loss": 0.5066, "step": 11570 }, { "epoch": 167.83, "learning_rate": 1.7406250000000003e-05, "loss": 0.4494, "step": 11580 }, { "epoch": 167.97, "learning_rate": 1.7328125e-05, "loss": 0.4754, "step": 11590 }, { "epoch": 168.12, "learning_rate": 1.725e-05, "loss": 0.5764, "step": 11600 }, { "epoch": 168.26, "learning_rate": 1.7171875000000002e-05, "loss": 0.5123, "step": 11610 }, { "epoch": 168.41, "learning_rate": 1.709375e-05, "loss": 0.51, "step": 11620 }, { "epoch": 168.55, "learning_rate": 1.7015625000000002e-05, "loss": 0.5291, "step": 11630 }, { "epoch": 168.7, "learning_rate": 1.6937500000000002e-05, "loss": 0.4547, "step": 11640 }, { "epoch": 168.84, "learning_rate": 1.6859374999999998e-05, "loss": 0.5122, "step": 11650 }, { "epoch": 168.99, "learning_rate": 1.678125e-05, "loss": 0.4678, "step": 11660 }, { "epoch": 169.13, "learning_rate": 1.6703125e-05, "loss": 0.4955, "step": 11670 }, { "epoch": 169.28, "learning_rate": 1.6625e-05, "loss": 0.4622, "step": 11680 }, { "epoch": 169.42, "learning_rate": 1.6546875e-05, "loss": 0.6592, "step": 11690 }, { "epoch": 169.57, "learning_rate": 1.646875e-05, "loss": 0.4831, "step": 11700 }, { "epoch": 169.71, "learning_rate": 1.6390625e-05, "loss": 0.5051, "step": 11710 }, { "epoch": 169.86, "learning_rate": 1.63125e-05, "loss": 0.5178, "step": 11720 }, { "epoch": 170.0, "learning_rate": 1.6234375000000003e-05, "loss": 0.4765, "step": 11730 }, { "epoch": 170.14, "learning_rate": 1.615625e-05, "loss": 0.4831, "step": 11740 }, { "epoch": 170.29, "learning_rate": 1.6078125e-05, "loss": 0.4228, "step": 11750 }, { "epoch": 170.43, "learning_rate": 1.6000000000000003e-05, "loss": 0.4984, "step": 11760 }, { "epoch": 170.58, "learning_rate": 1.5921875e-05, "loss": 0.5128, "step": 11770 }, { "epoch": 170.72, "learning_rate": 1.5843750000000002e-05, "loss": 0.5014, "step": 11780 }, { "epoch": 170.87, "learning_rate": 1.5765625000000002e-05, "loss": 0.5092, "step": 11790 }, { "epoch": 171.01, "learning_rate": 1.56875e-05, "loss": 0.4447, "step": 11800 }, { "epoch": 171.16, "learning_rate": 1.5609375e-05, "loss": 0.4987, "step": 11810 }, { "epoch": 171.3, "learning_rate": 1.553125e-05, "loss": 0.4938, "step": 11820 }, { "epoch": 171.45, "learning_rate": 1.5453125e-05, "loss": 0.4087, "step": 11830 }, { "epoch": 171.59, "learning_rate": 1.5375e-05, "loss": 0.6079, "step": 11840 }, { "epoch": 171.74, "learning_rate": 1.5296875e-05, "loss": 0.5057, "step": 11850 }, { "epoch": 171.88, "learning_rate": 1.521875e-05, "loss": 0.4802, "step": 11860 }, { "epoch": 172.03, "learning_rate": 1.5140625e-05, "loss": 0.5016, "step": 11870 }, { "epoch": 172.17, "learning_rate": 1.5062500000000002e-05, "loss": 0.5046, "step": 11880 }, { "epoch": 172.32, "learning_rate": 1.4984375e-05, "loss": 0.5413, "step": 11890 }, { "epoch": 172.46, "learning_rate": 1.490625e-05, "loss": 0.5058, "step": 11900 }, { "epoch": 172.61, "learning_rate": 1.4828125000000001e-05, "loss": 0.5098, "step": 11910 }, { "epoch": 172.75, "learning_rate": 1.475e-05, "loss": 0.4732, "step": 11920 }, { "epoch": 172.9, "learning_rate": 1.4671875000000001e-05, "loss": 0.587, "step": 11930 }, { "epoch": 173.04, "learning_rate": 1.459375e-05, "loss": 0.5069, "step": 11940 }, { "epoch": 173.19, "learning_rate": 1.4515624999999999e-05, "loss": 0.5098, "step": 11950 }, { "epoch": 173.33, "learning_rate": 1.44375e-05, "loss": 0.5517, "step": 11960 }, { "epoch": 173.48, "learning_rate": 1.4359375e-05, "loss": 0.4534, "step": 11970 }, { "epoch": 173.62, "learning_rate": 1.4281250000000002e-05, "loss": 0.4916, "step": 11980 }, { "epoch": 173.77, "learning_rate": 1.4203125e-05, "loss": 0.5054, "step": 11990 }, { "epoch": 173.91, "learning_rate": 1.4125e-05, "loss": 0.5549, "step": 12000 }, { "epoch": 173.91, "eval_loss": 0.2198302298784256, "eval_runtime": 580.3441, "eval_samples_per_second": 5.848, "eval_steps_per_second": 0.732, "eval_wer": 0.12856544141212434, "step": 12000 }, { "epoch": 174.06, "learning_rate": 1.4046875000000001e-05, "loss": 0.477, "step": 12010 }, { "epoch": 174.2, "learning_rate": 1.396875e-05, "loss": 0.472, "step": 12020 }, { "epoch": 174.35, "learning_rate": 1.3890625000000002e-05, "loss": 0.5718, "step": 12030 }, { "epoch": 174.49, "learning_rate": 1.38125e-05, "loss": 0.4869, "step": 12040 }, { "epoch": 174.64, "learning_rate": 1.3734375e-05, "loss": 0.5412, "step": 12050 }, { "epoch": 174.78, "learning_rate": 1.3656250000000002e-05, "loss": 0.4829, "step": 12060 }, { "epoch": 174.93, "learning_rate": 1.3578125e-05, "loss": 0.5476, "step": 12070 }, { "epoch": 175.07, "learning_rate": 1.3500000000000001e-05, "loss": 0.5515, "step": 12080 }, { "epoch": 175.22, "learning_rate": 1.3421875000000001e-05, "loss": 0.5623, "step": 12090 }, { "epoch": 175.36, "learning_rate": 1.3343749999999999e-05, "loss": 0.5047, "step": 12100 }, { "epoch": 175.51, "learning_rate": 1.3265625e-05, "loss": 0.4376, "step": 12110 }, { "epoch": 175.65, "learning_rate": 1.31875e-05, "loss": 0.4785, "step": 12120 }, { "epoch": 175.8, "learning_rate": 1.3109375000000002e-05, "loss": 0.4634, "step": 12130 }, { "epoch": 175.94, "learning_rate": 1.303125e-05, "loss": 0.5694, "step": 12140 }, { "epoch": 176.09, "learning_rate": 1.2953125e-05, "loss": 0.4439, "step": 12150 }, { "epoch": 176.23, "learning_rate": 1.2875000000000001e-05, "loss": 0.4977, "step": 12160 }, { "epoch": 176.38, "learning_rate": 1.2796875e-05, "loss": 0.4528, "step": 12170 }, { "epoch": 176.52, "learning_rate": 1.271875e-05, "loss": 0.487, "step": 12180 }, { "epoch": 176.67, "learning_rate": 1.2640625e-05, "loss": 0.4883, "step": 12190 }, { "epoch": 176.81, "learning_rate": 1.2562499999999999e-05, "loss": 0.5206, "step": 12200 }, { "epoch": 176.96, "learning_rate": 1.2484375e-05, "loss": 0.4211, "step": 12210 }, { "epoch": 177.1, "learning_rate": 1.2406250000000002e-05, "loss": 0.4504, "step": 12220 }, { "epoch": 177.25, "learning_rate": 1.2328125e-05, "loss": 0.4702, "step": 12230 }, { "epoch": 177.39, "learning_rate": 1.225e-05, "loss": 0.4387, "step": 12240 }, { "epoch": 177.54, "learning_rate": 1.2171875000000001e-05, "loss": 0.4792, "step": 12250 }, { "epoch": 177.68, "learning_rate": 1.2093750000000001e-05, "loss": 0.5884, "step": 12260 }, { "epoch": 177.83, "learning_rate": 1.2015625e-05, "loss": 0.5292, "step": 12270 }, { "epoch": 177.97, "learning_rate": 1.19375e-05, "loss": 0.4682, "step": 12280 }, { "epoch": 178.12, "learning_rate": 1.1859375e-05, "loss": 0.5257, "step": 12290 }, { "epoch": 178.26, "learning_rate": 1.178125e-05, "loss": 0.4924, "step": 12300 }, { "epoch": 178.41, "learning_rate": 1.1703125000000002e-05, "loss": 0.526, "step": 12310 }, { "epoch": 178.55, "learning_rate": 1.1625000000000001e-05, "loss": 0.4996, "step": 12320 }, { "epoch": 178.7, "learning_rate": 1.1546875e-05, "loss": 0.5087, "step": 12330 }, { "epoch": 178.84, "learning_rate": 1.1468750000000001e-05, "loss": 0.5062, "step": 12340 }, { "epoch": 178.99, "learning_rate": 1.1390625e-05, "loss": 0.4584, "step": 12350 }, { "epoch": 179.13, "learning_rate": 1.13125e-05, "loss": 0.5106, "step": 12360 }, { "epoch": 179.28, "learning_rate": 1.1234375e-05, "loss": 0.474, "step": 12370 }, { "epoch": 179.42, "learning_rate": 1.115625e-05, "loss": 0.4744, "step": 12380 }, { "epoch": 179.57, "learning_rate": 1.1078125e-05, "loss": 0.5273, "step": 12390 }, { "epoch": 179.71, "learning_rate": 1.1000000000000001e-05, "loss": 0.5007, "step": 12400 }, { "epoch": 179.86, "learning_rate": 1.0921875000000001e-05, "loss": 0.5867, "step": 12410 }, { "epoch": 180.0, "learning_rate": 1.0843750000000001e-05, "loss": 0.4109, "step": 12420 }, { "epoch": 180.14, "learning_rate": 1.0765625e-05, "loss": 0.4856, "step": 12430 }, { "epoch": 180.29, "learning_rate": 1.06875e-05, "loss": 0.5211, "step": 12440 }, { "epoch": 180.43, "learning_rate": 1.0609375e-05, "loss": 0.5894, "step": 12450 }, { "epoch": 180.58, "learning_rate": 1.053125e-05, "loss": 0.5188, "step": 12460 }, { "epoch": 180.72, "learning_rate": 1.0453125000000002e-05, "loss": 0.4689, "step": 12470 }, { "epoch": 180.87, "learning_rate": 1.0375e-05, "loss": 0.5239, "step": 12480 }, { "epoch": 181.01, "learning_rate": 1.0296875e-05, "loss": 0.4538, "step": 12490 }, { "epoch": 181.16, "learning_rate": 1.0218750000000001e-05, "loss": 0.5389, "step": 12500 }, { "epoch": 181.16, "eval_loss": 0.22414202988147736, "eval_runtime": 582.1464, "eval_samples_per_second": 5.83, "eval_steps_per_second": 0.73, "eval_wer": 0.1293132493487497, "step": 12500 }, { "epoch": 181.3, "learning_rate": 1.0140625000000001e-05, "loss": 0.5074, "step": 12510 }, { "epoch": 181.45, "learning_rate": 1.00625e-05, "loss": 0.4644, "step": 12520 }, { "epoch": 181.59, "learning_rate": 9.984375e-06, "loss": 0.4589, "step": 12530 }, { "epoch": 181.74, "learning_rate": 9.90625e-06, "loss": 0.4653, "step": 12540 }, { "epoch": 181.88, "learning_rate": 9.828125e-06, "loss": 0.5025, "step": 12550 }, { "epoch": 182.03, "learning_rate": 9.750000000000002e-06, "loss": 0.4598, "step": 12560 }, { "epoch": 182.17, "learning_rate": 9.671875000000001e-06, "loss": 0.4409, "step": 12570 }, { "epoch": 182.32, "learning_rate": 9.59375e-06, "loss": 0.4618, "step": 12580 }, { "epoch": 182.46, "learning_rate": 9.515625000000001e-06, "loss": 0.4892, "step": 12590 }, { "epoch": 182.61, "learning_rate": 9.4375e-06, "loss": 0.5488, "step": 12600 }, { "epoch": 182.75, "learning_rate": 9.359375e-06, "loss": 0.4365, "step": 12610 }, { "epoch": 182.9, "learning_rate": 9.28125e-06, "loss": 0.5411, "step": 12620 }, { "epoch": 183.04, "learning_rate": 9.203125e-06, "loss": 0.5429, "step": 12630 }, { "epoch": 183.19, "learning_rate": 9.125e-06, "loss": 0.4526, "step": 12640 }, { "epoch": 183.33, "learning_rate": 9.046875e-06, "loss": 0.4557, "step": 12650 }, { "epoch": 183.48, "learning_rate": 8.968750000000001e-06, "loss": 0.4643, "step": 12660 }, { "epoch": 183.62, "learning_rate": 8.890625000000001e-06, "loss": 0.4796, "step": 12670 }, { "epoch": 183.77, "learning_rate": 8.8125e-06, "loss": 0.4711, "step": 12680 }, { "epoch": 183.91, "learning_rate": 8.734375e-06, "loss": 0.4718, "step": 12690 }, { "epoch": 184.06, "learning_rate": 8.65625e-06, "loss": 0.5175, "step": 12700 }, { "epoch": 184.2, "learning_rate": 8.578125e-06, "loss": 0.4741, "step": 12710 }, { "epoch": 184.35, "learning_rate": 8.500000000000002e-06, "loss": 0.4344, "step": 12720 }, { "epoch": 184.49, "learning_rate": 8.421875e-06, "loss": 0.4871, "step": 12730 }, { "epoch": 184.64, "learning_rate": 8.34375e-06, "loss": 0.5269, "step": 12740 }, { "epoch": 184.78, "learning_rate": 8.265625000000001e-06, "loss": 0.5285, "step": 12750 }, { "epoch": 184.93, "learning_rate": 8.1875e-06, "loss": 0.474, "step": 12760 }, { "epoch": 185.07, "learning_rate": 8.109375e-06, "loss": 0.5291, "step": 12770 }, { "epoch": 185.22, "learning_rate": 8.03125e-06, "loss": 0.4532, "step": 12780 }, { "epoch": 185.36, "learning_rate": 7.953125e-06, "loss": 0.5102, "step": 12790 }, { "epoch": 185.51, "learning_rate": 7.875e-06, "loss": 0.4729, "step": 12800 }, { "epoch": 185.65, "learning_rate": 7.796875000000001e-06, "loss": 0.4955, "step": 12810 }, { "epoch": 185.8, "learning_rate": 7.718750000000001e-06, "loss": 0.4854, "step": 12820 }, { "epoch": 185.94, "learning_rate": 7.640625e-06, "loss": 0.4601, "step": 12830 }, { "epoch": 186.09, "learning_rate": 7.5625e-06, "loss": 0.5263, "step": 12840 }, { "epoch": 186.23, "learning_rate": 7.484375000000001e-06, "loss": 0.4531, "step": 12850 }, { "epoch": 186.38, "learning_rate": 7.4062500000000005e-06, "loss": 0.5865, "step": 12860 }, { "epoch": 186.52, "learning_rate": 7.328125000000001e-06, "loss": 0.4925, "step": 12870 }, { "epoch": 186.67, "learning_rate": 7.25e-06, "loss": 0.5284, "step": 12880 }, { "epoch": 186.81, "learning_rate": 7.171875e-06, "loss": 0.4878, "step": 12890 }, { "epoch": 186.96, "learning_rate": 7.0937500000000005e-06, "loss": 0.4905, "step": 12900 }, { "epoch": 187.1, "learning_rate": 7.015625e-06, "loss": 0.5737, "step": 12910 }, { "epoch": 187.25, "learning_rate": 6.937500000000001e-06, "loss": 0.4844, "step": 12920 }, { "epoch": 187.39, "learning_rate": 6.859375e-06, "loss": 0.4853, "step": 12930 }, { "epoch": 187.54, "learning_rate": 6.7812500000000005e-06, "loss": 0.477, "step": 12940 }, { "epoch": 187.68, "learning_rate": 6.703125e-06, "loss": 0.5496, "step": 12950 }, { "epoch": 187.83, "learning_rate": 6.625000000000001e-06, "loss": 0.5362, "step": 12960 }, { "epoch": 187.97, "learning_rate": 6.546875000000001e-06, "loss": 0.492, "step": 12970 }, { "epoch": 188.12, "learning_rate": 6.46875e-06, "loss": 0.4541, "step": 12980 }, { "epoch": 188.26, "learning_rate": 6.390625e-06, "loss": 0.4969, "step": 12990 }, { "epoch": 188.41, "learning_rate": 6.3125e-06, "loss": 0.4912, "step": 13000 }, { "epoch": 188.41, "eval_loss": 0.21899156272411346, "eval_runtime": 580.6731, "eval_samples_per_second": 5.845, "eval_steps_per_second": 0.732, "eval_wer": 0.12903384858121933, "step": 13000 }, { "epoch": 188.55, "learning_rate": 6.234375000000001e-06, "loss": 0.4943, "step": 13010 }, { "epoch": 188.7, "learning_rate": 6.1562500000000006e-06, "loss": 0.4609, "step": 13020 }, { "epoch": 188.84, "learning_rate": 6.078125e-06, "loss": 0.5267, "step": 13030 }, { "epoch": 188.99, "learning_rate": 6e-06, "loss": 0.4918, "step": 13040 }, { "epoch": 189.13, "learning_rate": 5.921875e-06, "loss": 0.4454, "step": 13050 }, { "epoch": 189.28, "learning_rate": 5.843750000000001e-06, "loss": 0.4695, "step": 13060 }, { "epoch": 189.42, "learning_rate": 5.765625e-06, "loss": 0.5225, "step": 13070 }, { "epoch": 189.57, "learning_rate": 5.6875e-06, "loss": 0.5047, "step": 13080 }, { "epoch": 189.71, "learning_rate": 5.609375e-06, "loss": 0.498, "step": 13090 }, { "epoch": 189.86, "learning_rate": 5.531250000000001e-06, "loss": 0.5432, "step": 13100 }, { "epoch": 190.0, "learning_rate": 5.453125e-06, "loss": 0.5632, "step": 13110 }, { "epoch": 190.14, "learning_rate": 5.375e-06, "loss": 0.5208, "step": 13120 }, { "epoch": 190.29, "learning_rate": 5.296875000000001e-06, "loss": 0.4989, "step": 13130 }, { "epoch": 190.43, "learning_rate": 5.21875e-06, "loss": 0.4867, "step": 13140 }, { "epoch": 190.58, "learning_rate": 5.1406250000000004e-06, "loss": 0.5129, "step": 13150 }, { "epoch": 190.72, "learning_rate": 5.0625e-06, "loss": 0.4555, "step": 13160 }, { "epoch": 190.87, "learning_rate": 4.984375e-06, "loss": 0.5945, "step": 13170 }, { "epoch": 191.01, "learning_rate": 4.906250000000001e-06, "loss": 0.4669, "step": 13180 }, { "epoch": 191.16, "learning_rate": 4.835937500000001e-06, "loss": 0.4884, "step": 13190 }, { "epoch": 191.3, "learning_rate": 4.7578125000000005e-06, "loss": 0.479, "step": 13200 }, { "epoch": 191.45, "learning_rate": 4.6796875e-06, "loss": 0.4985, "step": 13210 }, { "epoch": 191.59, "learning_rate": 4.6015625e-06, "loss": 0.4734, "step": 13220 }, { "epoch": 191.74, "learning_rate": 4.5234375e-06, "loss": 0.4611, "step": 13230 }, { "epoch": 191.88, "learning_rate": 4.4453125000000005e-06, "loss": 0.5031, "step": 13240 }, { "epoch": 192.03, "learning_rate": 4.3671875e-06, "loss": 0.438, "step": 13250 }, { "epoch": 192.17, "learning_rate": 4.2890625e-06, "loss": 0.5531, "step": 13260 }, { "epoch": 192.32, "learning_rate": 4.2109375e-06, "loss": 0.4612, "step": 13270 }, { "epoch": 192.46, "learning_rate": 4.1328125000000005e-06, "loss": 0.4861, "step": 13280 }, { "epoch": 192.61, "learning_rate": 4.0546875e-06, "loss": 0.5104, "step": 13290 }, { "epoch": 192.75, "learning_rate": 3.9765625e-06, "loss": 0.5779, "step": 13300 }, { "epoch": 192.9, "learning_rate": 3.898437500000001e-06, "loss": 0.4896, "step": 13310 }, { "epoch": 193.04, "learning_rate": 3.8203125e-06, "loss": 0.5076, "step": 13320 }, { "epoch": 193.19, "learning_rate": 3.7421875000000003e-06, "loss": 0.55, "step": 13330 }, { "epoch": 193.33, "learning_rate": 3.6640625000000005e-06, "loss": 0.4505, "step": 13340 }, { "epoch": 193.48, "learning_rate": 3.5859375e-06, "loss": 0.4858, "step": 13350 }, { "epoch": 193.62, "learning_rate": 3.5078125e-06, "loss": 0.4736, "step": 13360 }, { "epoch": 193.77, "learning_rate": 3.4296875e-06, "loss": 0.4495, "step": 13370 }, { "epoch": 193.91, "learning_rate": 3.3515625e-06, "loss": 0.5031, "step": 13380 }, { "epoch": 194.06, "learning_rate": 3.2734375000000004e-06, "loss": 0.4883, "step": 13390 }, { "epoch": 194.2, "learning_rate": 3.1953125e-06, "loss": 0.5101, "step": 13400 }, { "epoch": 194.35, "learning_rate": 3.1171875000000004e-06, "loss": 0.4354, "step": 13410 }, { "epoch": 194.49, "learning_rate": 3.0390625e-06, "loss": 0.5526, "step": 13420 }, { "epoch": 194.64, "learning_rate": 2.9609375e-06, "loss": 0.5359, "step": 13430 }, { "epoch": 194.78, "learning_rate": 2.8828125e-06, "loss": 0.4603, "step": 13440 }, { "epoch": 194.93, "learning_rate": 2.8046875e-06, "loss": 0.527, "step": 13450 }, { "epoch": 195.07, "learning_rate": 2.7265625e-06, "loss": 0.4818, "step": 13460 }, { "epoch": 195.22, "learning_rate": 2.6484375000000004e-06, "loss": 0.4948, "step": 13470 }, { "epoch": 195.36, "learning_rate": 2.5703125000000002e-06, "loss": 0.4553, "step": 13480 }, { "epoch": 195.51, "learning_rate": 2.4921875e-06, "loss": 0.4966, "step": 13490 }, { "epoch": 195.65, "learning_rate": 2.4140625e-06, "loss": 0.4671, "step": 13500 }, { "epoch": 195.65, "eval_loss": 0.2217516154050827, "eval_runtime": 595.0791, "eval_samples_per_second": 5.703, "eval_steps_per_second": 0.714, "eval_wer": 0.12895167188488688, "step": 13500 }, { "epoch": 195.8, "learning_rate": 2.3359375000000005e-06, "loss": 0.465, "step": 13510 }, { "epoch": 195.94, "learning_rate": 2.2578125000000002e-06, "loss": 0.4578, "step": 13520 }, { "epoch": 196.09, "learning_rate": 2.1796875e-06, "loss": 0.4644, "step": 13530 }, { "epoch": 196.23, "learning_rate": 2.1015625000000003e-06, "loss": 0.5305, "step": 13540 }, { "epoch": 196.38, "learning_rate": 2.0234375e-06, "loss": 0.4801, "step": 13550 }, { "epoch": 196.52, "learning_rate": 1.9453125000000003e-06, "loss": 0.484, "step": 13560 }, { "epoch": 196.67, "learning_rate": 1.8671875000000003e-06, "loss": 0.533, "step": 13570 }, { "epoch": 196.81, "learning_rate": 1.7890625e-06, "loss": 0.5135, "step": 13580 }, { "epoch": 196.96, "learning_rate": 1.7109375e-06, "loss": 0.5307, "step": 13590 }, { "epoch": 197.1, "learning_rate": 1.6328124999999999e-06, "loss": 0.5312, "step": 13600 }, { "epoch": 197.25, "learning_rate": 1.5546875e-06, "loss": 0.5042, "step": 13610 }, { "epoch": 197.39, "learning_rate": 1.4765624999999999e-06, "loss": 0.4879, "step": 13620 }, { "epoch": 197.54, "learning_rate": 1.3984375000000001e-06, "loss": 0.4124, "step": 13630 }, { "epoch": 197.68, "learning_rate": 1.3203125000000001e-06, "loss": 0.5127, "step": 13640 }, { "epoch": 197.83, "learning_rate": 1.2421875000000001e-06, "loss": 0.4804, "step": 13650 }, { "epoch": 197.97, "learning_rate": 1.1640625000000001e-06, "loss": 0.4548, "step": 13660 }, { "epoch": 198.12, "learning_rate": 1.0859375e-06, "loss": 0.5534, "step": 13670 }, { "epoch": 198.26, "learning_rate": 1.0078125000000001e-06, "loss": 0.5236, "step": 13680 }, { "epoch": 198.41, "learning_rate": 9.296875e-07, "loss": 0.4812, "step": 13690 }, { "epoch": 198.55, "learning_rate": 8.515625e-07, "loss": 0.5428, "step": 13700 }, { "epoch": 198.7, "learning_rate": 7.734375000000001e-07, "loss": 0.5043, "step": 13710 }, { "epoch": 198.84, "learning_rate": 6.953125000000001e-07, "loss": 0.4774, "step": 13720 }, { "epoch": 198.99, "learning_rate": 6.171875000000001e-07, "loss": 0.5232, "step": 13730 }, { "epoch": 199.13, "learning_rate": 5.390625e-07, "loss": 0.4748, "step": 13740 }, { "epoch": 199.28, "learning_rate": 4.609375e-07, "loss": 0.4954, "step": 13750 }, { "epoch": 199.42, "learning_rate": 3.828125e-07, "loss": 0.5045, "step": 13760 }, { "epoch": 199.57, "learning_rate": 3.0468750000000005e-07, "loss": 0.5149, "step": 13770 }, { "epoch": 199.71, "learning_rate": 2.265625e-07, "loss": 0.4863, "step": 13780 }, { "epoch": 199.86, "learning_rate": 1.484375e-07, "loss": 0.4924, "step": 13790 }, { "epoch": 200.0, "learning_rate": 7.03125e-08, "loss": 0.4795, "step": 13800 }, { "epoch": 200.0, "step": 13800, "total_flos": 2.0051176394243018e+20, "train_loss": 0.3013287970985191, "train_runtime": 60590.9255, "train_samples_per_second": 7.242, "train_steps_per_second": 0.228 } ], "max_steps": 13800, "num_train_epochs": 200, "total_flos": 2.0051176394243018e+20, "trial_name": null, "trial_params": null }