diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,9784 @@ +{ + "best_metric": null, + "best_model_checkpoint": null, + "epoch": 19.9992034411343, + "global_step": 15680, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.01, + "learning_rate": 3.7499999999999997e-06, + "loss": 10.6608, + "step": 10 + }, + { + "epoch": 0.03, + "learning_rate": 1.1249999999999999e-05, + "loss": 8.0703, + "step": 20 + }, + { + "epoch": 0.04, + "learning_rate": 1.875e-05, + "loss": 5.9157, + "step": 30 + }, + { + "epoch": 0.05, + "learning_rate": 2.6249999999999998e-05, + "loss": 5.2418, + "step": 40 + }, + { + "epoch": 0.06, + "learning_rate": 3.375e-05, + "loss": 4.7367, + "step": 50 + }, + { + "epoch": 0.08, + "learning_rate": 4.125e-05, + "loss": 5.3521, + "step": 60 + }, + { + "epoch": 0.09, + "learning_rate": 4.875e-05, + "loss": 4.515, + "step": 70 + }, + { + "epoch": 0.1, + "learning_rate": 5.625e-05, + "loss": 4.3019, + "step": 80 + }, + { + "epoch": 0.11, + "learning_rate": 6.374999999999999e-05, + "loss": 4.0842, + "step": 90 + }, + { + "epoch": 0.13, + "learning_rate": 7.125e-05, + "loss": 3.7084, + "step": 100 + }, + { + "epoch": 0.14, + "learning_rate": 7.874999999999999e-05, + "loss": 4.4597, + "step": 110 + }, + { + "epoch": 0.15, + "learning_rate": 8.624999999999998e-05, + "loss": 3.8854, + "step": 120 + }, + { + "epoch": 0.17, + "learning_rate": 9.374999999999999e-05, + "loss": 3.7205, + "step": 130 + }, + { + "epoch": 0.18, + "learning_rate": 0.00010125, + "loss": 3.6268, + "step": 140 + }, + { + "epoch": 0.19, + "learning_rate": 0.00010874999999999999, + "loss": 3.2092, + "step": 150 + }, + { + "epoch": 0.2, + "learning_rate": 0.00011624999999999999, + "loss": 4.0974, + "step": 160 + }, + { + "epoch": 0.22, + "learning_rate": 0.00012374999999999997, + "loss": 3.591, + "step": 170 + }, + { + "epoch": 0.23, + "learning_rate": 0.00013125, + "loss": 3.5278, + "step": 180 + }, + { + "epoch": 0.24, + "learning_rate": 0.00013874999999999998, + "loss": 3.4416, + "step": 190 + }, + { + "epoch": 0.25, + "learning_rate": 0.00014624999999999998, + "loss": 2.9812, + "step": 200 + }, + { + "epoch": 0.27, + "learning_rate": 0.00015374999999999997, + "loss": 3.8608, + "step": 210 + }, + { + "epoch": 0.28, + "learning_rate": 0.00016125, + "loss": 3.414, + "step": 220 + }, + { + "epoch": 0.29, + "learning_rate": 0.00016874999999999998, + "loss": 3.3173, + "step": 230 + }, + { + "epoch": 0.31, + "learning_rate": 0.00017625, + "loss": 3.2286, + "step": 240 + }, + { + "epoch": 0.32, + "learning_rate": 0.00018375, + "loss": 2.6632, + "step": 250 + }, + { + "epoch": 0.33, + "learning_rate": 0.00019124999999999996, + "loss": 3.6559, + "step": 260 + }, + { + "epoch": 0.34, + "learning_rate": 0.00019874999999999998, + "loss": 3.2761, + "step": 270 + }, + { + "epoch": 0.36, + "learning_rate": 0.00020624999999999997, + "loss": 3.1426, + "step": 280 + }, + { + "epoch": 0.37, + "learning_rate": 0.00021375, + "loss": 3.1081, + "step": 290 + }, + { + "epoch": 0.38, + "learning_rate": 0.00022124999999999998, + "loss": 2.4845, + "step": 300 + }, + { + "epoch": 0.4, + "learning_rate": 0.00022874999999999998, + "loss": 3.6627, + "step": 310 + }, + { + "epoch": 0.41, + "learning_rate": 0.00023624999999999997, + "loss": 3.2377, + "step": 320 + }, + { + "epoch": 0.42, + "learning_rate": 0.00024375, + "loss": 3.1296, + "step": 330 + }, + { + "epoch": 0.43, + "learning_rate": 0.00025125, + "loss": 3.0432, + "step": 340 + }, + { + "epoch": 0.45, + "learning_rate": 0.00025875, + "loss": 2.3069, + "step": 350 + }, + { + "epoch": 0.46, + "learning_rate": 0.00026624999999999994, + "loss": 3.5711, + "step": 360 + }, + { + "epoch": 0.47, + "learning_rate": 0.00027374999999999996, + "loss": 3.1114, + "step": 370 + }, + { + "epoch": 0.48, + "learning_rate": 0.00028125, + "loss": 3.0522, + "step": 380 + }, + { + "epoch": 0.5, + "learning_rate": 0.00028875, + "loss": 2.8813, + "step": 390 + }, + { + "epoch": 0.51, + "learning_rate": 0.00029624999999999996, + "loss": 2.2943, + "step": 400 + }, + { + "epoch": 0.51, + "eval_loss": 4.436714172363281, + "eval_runtime": 912.2312, + "eval_samples_per_second": 6.833, + "eval_steps_per_second": 0.855, + "eval_wer": 0.9745079087749299, + "step": 400 + }, + { + "epoch": 0.52, + "learning_rate": 0.000299901832460733, + "loss": 3.813, + "step": 410 + }, + { + "epoch": 0.54, + "learning_rate": 0.00029970549738219895, + "loss": 3.1101, + "step": 420 + }, + { + "epoch": 0.55, + "learning_rate": 0.0002995091623036649, + "loss": 2.9516, + "step": 430 + }, + { + "epoch": 0.56, + "learning_rate": 0.0002993128272251309, + "loss": 2.8798, + "step": 440 + }, + { + "epoch": 0.57, + "learning_rate": 0.00029911649214659685, + "loss": 2.0947, + "step": 450 + }, + { + "epoch": 0.59, + "learning_rate": 0.0002989201570680628, + "loss": 3.7556, + "step": 460 + }, + { + "epoch": 0.6, + "learning_rate": 0.0002987238219895288, + "loss": 3.1256, + "step": 470 + }, + { + "epoch": 0.61, + "learning_rate": 0.00029852748691099474, + "loss": 3.032, + "step": 480 + }, + { + "epoch": 0.62, + "learning_rate": 0.0002983311518324607, + "loss": 2.8627, + "step": 490 + }, + { + "epoch": 0.64, + "learning_rate": 0.0002981348167539267, + "loss": 2.346, + "step": 500 + }, + { + "epoch": 0.65, + "learning_rate": 0.00029793848167539264, + "loss": 3.678, + "step": 510 + }, + { + "epoch": 0.66, + "learning_rate": 0.0002977421465968586, + "loss": 3.0202, + "step": 520 + }, + { + "epoch": 0.68, + "learning_rate": 0.00029754581151832457, + "loss": 2.9468, + "step": 530 + }, + { + "epoch": 0.69, + "learning_rate": 0.00029734947643979054, + "loss": 2.8079, + "step": 540 + }, + { + "epoch": 0.7, + "learning_rate": 0.0002971531413612565, + "loss": 2.2192, + "step": 550 + }, + { + "epoch": 0.71, + "learning_rate": 0.0002969568062827225, + "loss": 3.4516, + "step": 560 + }, + { + "epoch": 0.73, + "learning_rate": 0.0002967604712041885, + "loss": 2.9412, + "step": 570 + }, + { + "epoch": 0.74, + "learning_rate": 0.00029656413612565445, + "loss": 2.9339, + "step": 580 + }, + { + "epoch": 0.75, + "learning_rate": 0.0002963678010471204, + "loss": 2.7984, + "step": 590 + }, + { + "epoch": 0.76, + "learning_rate": 0.00029617146596858633, + "loss": 2.1576, + "step": 600 + }, + { + "epoch": 0.78, + "learning_rate": 0.0002959751308900523, + "loss": 3.4613, + "step": 610 + }, + { + "epoch": 0.79, + "learning_rate": 0.0002957787958115183, + "loss": 2.9413, + "step": 620 + }, + { + "epoch": 0.8, + "learning_rate": 0.0002955824607329843, + "loss": 2.871, + "step": 630 + }, + { + "epoch": 0.82, + "learning_rate": 0.00029538612565445024, + "loss": 2.6864, + "step": 640 + }, + { + "epoch": 0.83, + "learning_rate": 0.0002951897905759162, + "loss": 2.138, + "step": 650 + }, + { + "epoch": 0.84, + "learning_rate": 0.0002949934554973822, + "loss": 3.3475, + "step": 660 + }, + { + "epoch": 0.85, + "learning_rate": 0.00029479712041884814, + "loss": 2.9137, + "step": 670 + }, + { + "epoch": 0.87, + "learning_rate": 0.0002946007853403141, + "loss": 2.7982, + "step": 680 + }, + { + "epoch": 0.88, + "learning_rate": 0.00029440445026178007, + "loss": 2.6471, + "step": 690 + }, + { + "epoch": 0.89, + "learning_rate": 0.00029420811518324604, + "loss": 2.1628, + "step": 700 + }, + { + "epoch": 0.9, + "learning_rate": 0.000294011780104712, + "loss": 3.7613, + "step": 710 + }, + { + "epoch": 0.92, + "learning_rate": 0.000293815445026178, + "loss": 3.2122, + "step": 720 + }, + { + "epoch": 0.93, + "learning_rate": 0.00029361910994764393, + "loss": 3.0674, + "step": 730 + }, + { + "epoch": 0.94, + "learning_rate": 0.0002934227748691099, + "loss": 2.6641, + "step": 740 + }, + { + "epoch": 0.96, + "learning_rate": 0.00029322643979057587, + "loss": 2.2099, + "step": 750 + }, + { + "epoch": 0.97, + "learning_rate": 0.00029303010471204183, + "loss": 3.2629, + "step": 760 + }, + { + "epoch": 0.98, + "learning_rate": 0.00029283376963350785, + "loss": 2.8116, + "step": 770 + }, + { + "epoch": 0.99, + "learning_rate": 0.0002926374345549738, + "loss": 2.587, + "step": 780 + }, + { + "epoch": 1.01, + "learning_rate": 0.0002924410994764398, + "loss": 2.981, + "step": 790 + }, + { + "epoch": 1.02, + "learning_rate": 0.00029224476439790575, + "loss": 2.8816, + "step": 800 + }, + { + "epoch": 1.02, + "eval_loss": 2.810335874557495, + "eval_runtime": 1355.6131, + "eval_samples_per_second": 4.598, + "eval_steps_per_second": 0.575, + "eval_wer": 1.2576067359342764, + "step": 800 + }, + { + "epoch": 1.03, + "learning_rate": 0.0002920484293193717, + "loss": 2.7035, + "step": 810 + }, + { + "epoch": 1.05, + "learning_rate": 0.0002918520942408377, + "loss": 2.5633, + "step": 820 + }, + { + "epoch": 1.06, + "learning_rate": 0.00029165575916230364, + "loss": 2.3199, + "step": 830 + }, + { + "epoch": 1.07, + "learning_rate": 0.0002914594240837696, + "loss": 2.8772, + "step": 840 + }, + { + "epoch": 1.08, + "learning_rate": 0.0002912630890052356, + "loss": 2.8404, + "step": 850 + }, + { + "epoch": 1.1, + "learning_rate": 0.00029106675392670154, + "loss": 2.7054, + "step": 860 + }, + { + "epoch": 1.11, + "learning_rate": 0.0002908704188481675, + "loss": 2.5925, + "step": 870 + }, + { + "epoch": 1.12, + "learning_rate": 0.00029067408376963347, + "loss": 2.2584, + "step": 880 + }, + { + "epoch": 1.14, + "learning_rate": 0.00029047774869109944, + "loss": 2.8465, + "step": 890 + }, + { + "epoch": 1.15, + "learning_rate": 0.0002902814136125654, + "loss": 2.8842, + "step": 900 + }, + { + "epoch": 1.16, + "learning_rate": 0.00029008507853403137, + "loss": 2.685, + "step": 910 + }, + { + "epoch": 1.17, + "learning_rate": 0.00028988874345549733, + "loss": 2.5287, + "step": 920 + }, + { + "epoch": 1.19, + "learning_rate": 0.00028969240837696335, + "loss": 2.2153, + "step": 930 + }, + { + "epoch": 1.2, + "learning_rate": 0.0002894960732984293, + "loss": 2.6404, + "step": 940 + }, + { + "epoch": 1.21, + "learning_rate": 0.0002892997382198953, + "loss": 2.82, + "step": 950 + }, + { + "epoch": 1.22, + "learning_rate": 0.00028910340314136125, + "loss": 2.6917, + "step": 960 + }, + { + "epoch": 1.24, + "learning_rate": 0.00028890706806282716, + "loss": 2.495, + "step": 970 + }, + { + "epoch": 1.25, + "learning_rate": 0.0002887107329842932, + "loss": 2.1993, + "step": 980 + }, + { + "epoch": 1.26, + "learning_rate": 0.00028851439790575915, + "loss": 2.6478, + "step": 990 + }, + { + "epoch": 1.28, + "learning_rate": 0.0002883180628272251, + "loss": 2.8197, + "step": 1000 + }, + { + "epoch": 1.29, + "learning_rate": 0.0002881217277486911, + "loss": 2.7265, + "step": 1010 + }, + { + "epoch": 1.3, + "learning_rate": 0.00028792539267015704, + "loss": 2.5507, + "step": 1020 + }, + { + "epoch": 1.31, + "learning_rate": 0.000287729057591623, + "loss": 2.2095, + "step": 1030 + }, + { + "epoch": 1.33, + "learning_rate": 0.000287532722513089, + "loss": 2.8337, + "step": 1040 + }, + { + "epoch": 1.34, + "learning_rate": 0.00028733638743455494, + "loss": 2.8985, + "step": 1050 + }, + { + "epoch": 1.35, + "learning_rate": 0.0002871400523560209, + "loss": 2.6719, + "step": 1060 + }, + { + "epoch": 1.36, + "learning_rate": 0.00028694371727748687, + "loss": 2.657, + "step": 1070 + }, + { + "epoch": 1.38, + "learning_rate": 0.0002867473821989529, + "loss": 2.282, + "step": 1080 + }, + { + "epoch": 1.39, + "learning_rate": 0.00028655104712041886, + "loss": 2.6275, + "step": 1090 + }, + { + "epoch": 1.4, + "learning_rate": 0.00028635471204188477, + "loss": 2.7491, + "step": 1100 + }, + { + "epoch": 1.42, + "learning_rate": 0.00028615837696335073, + "loss": 2.6163, + "step": 1110 + }, + { + "epoch": 1.43, + "learning_rate": 0.0002859620418848167, + "loss": 2.5673, + "step": 1120 + }, + { + "epoch": 1.44, + "learning_rate": 0.0002857657068062827, + "loss": 2.2049, + "step": 1130 + }, + { + "epoch": 1.45, + "learning_rate": 0.0002855693717277487, + "loss": 2.6092, + "step": 1140 + }, + { + "epoch": 1.47, + "learning_rate": 0.00028537303664921465, + "loss": 2.7417, + "step": 1150 + }, + { + "epoch": 1.48, + "learning_rate": 0.0002851767015706806, + "loss": 2.6391, + "step": 1160 + }, + { + "epoch": 1.49, + "learning_rate": 0.0002849803664921466, + "loss": 2.5289, + "step": 1170 + }, + { + "epoch": 1.5, + "learning_rate": 0.00028478403141361255, + "loss": 2.169, + "step": 1180 + }, + { + "epoch": 1.52, + "learning_rate": 0.0002845876963350785, + "loss": 2.6139, + "step": 1190 + }, + { + "epoch": 1.53, + "learning_rate": 0.0002843913612565445, + "loss": 2.7842, + "step": 1200 + }, + { + "epoch": 1.53, + "eval_loss": 2.683229684829712, + "eval_runtime": 1423.409, + "eval_samples_per_second": 4.379, + "eval_steps_per_second": 0.548, + "eval_wer": 1.1330458541662793, + "step": 1200 + }, + { + "epoch": 1.54, + "learning_rate": 0.00028419502617801044, + "loss": 2.6498, + "step": 1210 + }, + { + "epoch": 1.56, + "learning_rate": 0.0002839986910994764, + "loss": 2.4721, + "step": 1220 + }, + { + "epoch": 1.57, + "learning_rate": 0.00028380235602094237, + "loss": 2.1417, + "step": 1230 + }, + { + "epoch": 1.58, + "learning_rate": 0.00028360602094240834, + "loss": 2.6908, + "step": 1240 + }, + { + "epoch": 1.59, + "learning_rate": 0.0002834096858638743, + "loss": 2.7411, + "step": 1250 + }, + { + "epoch": 1.61, + "learning_rate": 0.00028321335078534027, + "loss": 2.6083, + "step": 1260 + }, + { + "epoch": 1.62, + "learning_rate": 0.00028301701570680623, + "loss": 2.4592, + "step": 1270 + }, + { + "epoch": 1.63, + "learning_rate": 0.0002828206806282722, + "loss": 2.141, + "step": 1280 + }, + { + "epoch": 1.64, + "learning_rate": 0.0002826243455497382, + "loss": 2.6857, + "step": 1290 + }, + { + "epoch": 1.66, + "learning_rate": 0.0002824280104712042, + "loss": 2.7469, + "step": 1300 + }, + { + "epoch": 1.67, + "learning_rate": 0.00028223167539267015, + "loss": 2.6124, + "step": 1310 + }, + { + "epoch": 1.68, + "learning_rate": 0.0002820353403141361, + "loss": 2.4334, + "step": 1320 + }, + { + "epoch": 1.7, + "learning_rate": 0.0002818390052356021, + "loss": 2.1501, + "step": 1330 + }, + { + "epoch": 1.71, + "learning_rate": 0.00028164267015706805, + "loss": 2.5496, + "step": 1340 + }, + { + "epoch": 1.72, + "learning_rate": 0.000281446335078534, + "loss": 2.707, + "step": 1350 + }, + { + "epoch": 1.73, + "learning_rate": 0.00028125, + "loss": 2.5717, + "step": 1360 + }, + { + "epoch": 1.75, + "learning_rate": 0.00028105366492146594, + "loss": 2.4321, + "step": 1370 + }, + { + "epoch": 1.76, + "learning_rate": 0.0002808573298429319, + "loss": 2.1794, + "step": 1380 + }, + { + "epoch": 1.77, + "learning_rate": 0.0002806609947643979, + "loss": 2.5534, + "step": 1390 + }, + { + "epoch": 1.79, + "learning_rate": 0.00028046465968586384, + "loss": 2.6953, + "step": 1400 + }, + { + "epoch": 1.8, + "learning_rate": 0.0002802683246073298, + "loss": 2.5469, + "step": 1410 + }, + { + "epoch": 1.81, + "learning_rate": 0.00028007198952879577, + "loss": 2.4954, + "step": 1420 + }, + { + "epoch": 1.82, + "learning_rate": 0.00027987565445026174, + "loss": 2.099, + "step": 1430 + }, + { + "epoch": 1.84, + "learning_rate": 0.00027967931937172776, + "loss": 2.4482, + "step": 1440 + }, + { + "epoch": 1.85, + "learning_rate": 0.0002794829842931937, + "loss": 2.6436, + "step": 1450 + }, + { + "epoch": 1.86, + "learning_rate": 0.0002792866492146597, + "loss": 2.577, + "step": 1460 + }, + { + "epoch": 1.87, + "learning_rate": 0.0002790903141361256, + "loss": 2.4556, + "step": 1470 + }, + { + "epoch": 1.89, + "learning_rate": 0.00027889397905759156, + "loss": 2.1424, + "step": 1480 + }, + { + "epoch": 1.9, + "learning_rate": 0.0002786976439790576, + "loss": 2.5765, + "step": 1490 + }, + { + "epoch": 1.91, + "learning_rate": 0.00027850130890052355, + "loss": 2.7068, + "step": 1500 + }, + { + "epoch": 1.93, + "learning_rate": 0.0002783049738219895, + "loss": 2.5316, + "step": 1510 + }, + { + "epoch": 1.94, + "learning_rate": 0.0002781086387434555, + "loss": 2.4406, + "step": 1520 + }, + { + "epoch": 1.95, + "learning_rate": 0.00027791230366492145, + "loss": 2.1381, + "step": 1530 + }, + { + "epoch": 1.96, + "learning_rate": 0.0002777159685863874, + "loss": 2.5644, + "step": 1540 + }, + { + "epoch": 1.98, + "learning_rate": 0.0002775196335078534, + "loss": 2.6976, + "step": 1550 + }, + { + "epoch": 1.99, + "learning_rate": 0.00027732329842931934, + "loss": 2.4955, + "step": 1560 + }, + { + "epoch": 2.0, + "learning_rate": 0.0002771269633507853, + "loss": 2.2316, + "step": 1570 + }, + { + "epoch": 2.02, + "learning_rate": 0.0002769306282722513, + "loss": 2.6237, + "step": 1580 + }, + { + "epoch": 2.03, + "learning_rate": 0.00027673429319371724, + "loss": 2.4281, + "step": 1590 + }, + { + "epoch": 2.04, + "learning_rate": 0.00027653795811518326, + "loss": 2.313, + "step": 1600 + }, + { + "epoch": 2.04, + "eval_loss": 2.667757511138916, + "eval_runtime": 1343.7695, + "eval_samples_per_second": 4.638, + "eval_steps_per_second": 0.58, + "eval_wer": 1.134774446571625, + "step": 1600 + }, + { + "epoch": 2.05, + "learning_rate": 0.00027634162303664917, + "loss": 2.0772, + "step": 1610 + }, + { + "epoch": 2.07, + "learning_rate": 0.00027614528795811514, + "loss": 1.9423, + "step": 1620 + }, + { + "epoch": 2.08, + "learning_rate": 0.0002759489528795811, + "loss": 2.8466, + "step": 1630 + }, + { + "epoch": 2.09, + "learning_rate": 0.00027575261780104707, + "loss": 2.4786, + "step": 1640 + }, + { + "epoch": 2.1, + "learning_rate": 0.0002755562827225131, + "loss": 2.3059, + "step": 1650 + }, + { + "epoch": 2.12, + "learning_rate": 0.00027535994764397905, + "loss": 2.1039, + "step": 1660 + }, + { + "epoch": 2.13, + "learning_rate": 0.000275163612565445, + "loss": 1.9146, + "step": 1670 + }, + { + "epoch": 2.14, + "learning_rate": 0.000274967277486911, + "loss": 2.7422, + "step": 1680 + }, + { + "epoch": 2.16, + "learning_rate": 0.00027477094240837695, + "loss": 2.4815, + "step": 1690 + }, + { + "epoch": 2.17, + "learning_rate": 0.0002745746073298429, + "loss": 2.3244, + "step": 1700 + }, + { + "epoch": 2.18, + "learning_rate": 0.0002743782722513089, + "loss": 2.1384, + "step": 1710 + }, + { + "epoch": 2.19, + "learning_rate": 0.00027418193717277485, + "loss": 1.8722, + "step": 1720 + }, + { + "epoch": 2.21, + "learning_rate": 0.0002739856020942408, + "loss": 2.7037, + "step": 1730 + }, + { + "epoch": 2.22, + "learning_rate": 0.0002737892670157068, + "loss": 2.4667, + "step": 1740 + }, + { + "epoch": 2.23, + "learning_rate": 0.00027359293193717274, + "loss": 2.3463, + "step": 1750 + }, + { + "epoch": 2.24, + "learning_rate": 0.0002733965968586387, + "loss": 2.0723, + "step": 1760 + }, + { + "epoch": 2.26, + "learning_rate": 0.0002732002617801047, + "loss": 1.8559, + "step": 1770 + }, + { + "epoch": 2.27, + "learning_rate": 0.00027300392670157064, + "loss": 2.6737, + "step": 1780 + }, + { + "epoch": 2.28, + "learning_rate": 0.0002728075916230366, + "loss": 2.4785, + "step": 1790 + }, + { + "epoch": 2.3, + "learning_rate": 0.0002726112565445026, + "loss": 2.3714, + "step": 1800 + }, + { + "epoch": 2.31, + "learning_rate": 0.0002724149214659686, + "loss": 2.1554, + "step": 1810 + }, + { + "epoch": 2.32, + "learning_rate": 0.00027221858638743456, + "loss": 1.9632, + "step": 1820 + }, + { + "epoch": 2.33, + "learning_rate": 0.0002720222513089005, + "loss": 2.6765, + "step": 1830 + }, + { + "epoch": 2.35, + "learning_rate": 0.00027182591623036643, + "loss": 2.4835, + "step": 1840 + }, + { + "epoch": 2.36, + "learning_rate": 0.0002716295811518324, + "loss": 2.3542, + "step": 1850 + }, + { + "epoch": 2.37, + "learning_rate": 0.0002714332460732984, + "loss": 2.1265, + "step": 1860 + }, + { + "epoch": 2.38, + "learning_rate": 0.0002712369109947644, + "loss": 1.9591, + "step": 1870 + }, + { + "epoch": 2.4, + "learning_rate": 0.00027104057591623035, + "loss": 2.7187, + "step": 1880 + }, + { + "epoch": 2.41, + "learning_rate": 0.0002708442408376963, + "loss": 2.4609, + "step": 1890 + }, + { + "epoch": 2.42, + "learning_rate": 0.0002706479057591623, + "loss": 2.3543, + "step": 1900 + }, + { + "epoch": 2.44, + "learning_rate": 0.00027045157068062824, + "loss": 2.0617, + "step": 1910 + }, + { + "epoch": 2.45, + "learning_rate": 0.0002702552356020942, + "loss": 1.9237, + "step": 1920 + }, + { + "epoch": 2.46, + "learning_rate": 0.0002700589005235602, + "loss": 2.6788, + "step": 1930 + }, + { + "epoch": 2.47, + "learning_rate": 0.00026986256544502614, + "loss": 2.4417, + "step": 1940 + }, + { + "epoch": 2.49, + "learning_rate": 0.0002696662303664921, + "loss": 2.2983, + "step": 1950 + }, + { + "epoch": 2.5, + "learning_rate": 0.0002694698952879581, + "loss": 2.085, + "step": 1960 + }, + { + "epoch": 2.51, + "learning_rate": 0.0002692735602094241, + "loss": 1.845, + "step": 1970 + }, + { + "epoch": 2.53, + "learning_rate": 0.00026907722513089, + "loss": 2.6836, + "step": 1980 + }, + { + "epoch": 2.54, + "learning_rate": 0.00026888089005235597, + "loss": 2.4245, + "step": 1990 + }, + { + "epoch": 2.55, + "learning_rate": 0.00026868455497382193, + "loss": 2.2897, + "step": 2000 + }, + { + "epoch": 2.55, + "eval_loss": 2.574383020401001, + "eval_runtime": 1426.3895, + "eval_samples_per_second": 4.37, + "eval_steps_per_second": 0.547, + "eval_wer": 1.2101726733703835, + "step": 2000 + }, + { + "epoch": 2.56, + "learning_rate": 0.00026848821989528795, + "loss": 2.0934, + "step": 2010 + }, + { + "epoch": 2.58, + "learning_rate": 0.0002682918848167539, + "loss": 1.8096, + "step": 2020 + }, + { + "epoch": 2.59, + "learning_rate": 0.0002680955497382199, + "loss": 2.6541, + "step": 2030 + }, + { + "epoch": 2.6, + "learning_rate": 0.00026789921465968585, + "loss": 2.415, + "step": 2040 + }, + { + "epoch": 2.61, + "learning_rate": 0.0002677028795811518, + "loss": 2.2685, + "step": 2050 + }, + { + "epoch": 2.63, + "learning_rate": 0.0002675065445026178, + "loss": 2.0645, + "step": 2060 + }, + { + "epoch": 2.64, + "learning_rate": 0.00026731020942408375, + "loss": 1.8799, + "step": 2070 + }, + { + "epoch": 2.65, + "learning_rate": 0.0002671138743455497, + "loss": 2.6958, + "step": 2080 + }, + { + "epoch": 2.67, + "learning_rate": 0.0002669175392670157, + "loss": 2.4073, + "step": 2090 + }, + { + "epoch": 2.68, + "learning_rate": 0.00026672120418848164, + "loss": 2.2642, + "step": 2100 + }, + { + "epoch": 2.69, + "learning_rate": 0.0002665248691099476, + "loss": 2.0429, + "step": 2110 + }, + { + "epoch": 2.7, + "learning_rate": 0.0002663285340314136, + "loss": 1.9115, + "step": 2120 + }, + { + "epoch": 2.72, + "learning_rate": 0.00026613219895287954, + "loss": 2.6661, + "step": 2130 + }, + { + "epoch": 2.73, + "learning_rate": 0.0002659358638743455, + "loss": 2.4516, + "step": 2140 + }, + { + "epoch": 2.74, + "learning_rate": 0.00026573952879581147, + "loss": 2.2485, + "step": 2150 + }, + { + "epoch": 2.75, + "learning_rate": 0.00026554319371727744, + "loss": 2.0369, + "step": 2160 + }, + { + "epoch": 2.77, + "learning_rate": 0.00026534685863874346, + "loss": 1.7468, + "step": 2170 + }, + { + "epoch": 2.78, + "learning_rate": 0.0002651505235602094, + "loss": 2.5992, + "step": 2180 + }, + { + "epoch": 2.79, + "learning_rate": 0.0002649541884816754, + "loss": 2.365, + "step": 2190 + }, + { + "epoch": 2.81, + "learning_rate": 0.00026475785340314135, + "loss": 2.2485, + "step": 2200 + }, + { + "epoch": 2.82, + "learning_rate": 0.00026456151832460726, + "loss": 1.9479, + "step": 2210 + }, + { + "epoch": 2.83, + "learning_rate": 0.0002643651832460733, + "loss": 1.8616, + "step": 2220 + }, + { + "epoch": 2.84, + "learning_rate": 0.00026416884816753925, + "loss": 2.6966, + "step": 2230 + }, + { + "epoch": 2.86, + "learning_rate": 0.0002639725130890052, + "loss": 2.3569, + "step": 2240 + }, + { + "epoch": 2.87, + "learning_rate": 0.0002637761780104712, + "loss": 2.1948, + "step": 2250 + }, + { + "epoch": 2.88, + "learning_rate": 0.00026357984293193715, + "loss": 2.0404, + "step": 2260 + }, + { + "epoch": 2.89, + "learning_rate": 0.0002633835078534031, + "loss": 1.6561, + "step": 2270 + }, + { + "epoch": 2.91, + "learning_rate": 0.0002631871727748691, + "loss": 2.6196, + "step": 2280 + }, + { + "epoch": 2.92, + "learning_rate": 0.00026299083769633504, + "loss": 2.373, + "step": 2290 + }, + { + "epoch": 2.93, + "learning_rate": 0.000262794502617801, + "loss": 2.2689, + "step": 2300 + }, + { + "epoch": 2.95, + "learning_rate": 0.000262598167539267, + "loss": 2.0032, + "step": 2310 + }, + { + "epoch": 2.96, + "learning_rate": 0.000262401832460733, + "loss": 1.8228, + "step": 2320 + }, + { + "epoch": 2.97, + "learning_rate": 0.00026220549738219896, + "loss": 2.5379, + "step": 2330 + }, + { + "epoch": 2.98, + "learning_rate": 0.0002620091623036649, + "loss": 2.2594, + "step": 2340 + }, + { + "epoch": 3.0, + "learning_rate": 0.00026181282722513084, + "loss": 1.8865, + "step": 2350 + }, + { + "epoch": 3.01, + "learning_rate": 0.0002616164921465968, + "loss": 2.5077, + "step": 2360 + }, + { + "epoch": 3.02, + "learning_rate": 0.0002614201570680628, + "loss": 2.3351, + "step": 2370 + }, + { + "epoch": 3.04, + "learning_rate": 0.0002612238219895288, + "loss": 2.1007, + "step": 2380 + }, + { + "epoch": 3.05, + "learning_rate": 0.00026102748691099475, + "loss": 1.9247, + "step": 2390 + }, + { + "epoch": 3.06, + "learning_rate": 0.0002608311518324607, + "loss": 1.3821, + "step": 2400 + }, + { + "epoch": 3.06, + "eval_loss": 2.9908056259155273, + "eval_runtime": 1158.3432, + "eval_samples_per_second": 5.381, + "eval_steps_per_second": 0.673, + "eval_wer": 0.9377149123622237, + "step": 2400 + }, + { + "epoch": 3.07, + "learning_rate": 0.0002606348167539267, + "loss": 2.4299, + "step": 2410 + }, + { + "epoch": 3.09, + "learning_rate": 0.00026043848167539265, + "loss": 2.3084, + "step": 2420 + }, + { + "epoch": 3.1, + "learning_rate": 0.0002602421465968586, + "loss": 2.1145, + "step": 2430 + }, + { + "epoch": 3.11, + "learning_rate": 0.0002600458115183246, + "loss": 1.8714, + "step": 2440 + }, + { + "epoch": 3.12, + "learning_rate": 0.00025984947643979055, + "loss": 1.4162, + "step": 2450 + }, + { + "epoch": 3.14, + "learning_rate": 0.0002596531413612565, + "loss": 2.4488, + "step": 2460 + }, + { + "epoch": 3.15, + "learning_rate": 0.00025945680628272253, + "loss": 2.3654, + "step": 2470 + }, + { + "epoch": 3.16, + "learning_rate": 0.0002592604712041885, + "loss": 2.0721, + "step": 2480 + }, + { + "epoch": 3.18, + "learning_rate": 0.0002590641361256544, + "loss": 1.8091, + "step": 2490 + }, + { + "epoch": 3.19, + "learning_rate": 0.0002588678010471204, + "loss": 1.3244, + "step": 2500 + }, + { + "epoch": 3.2, + "learning_rate": 0.00025867146596858634, + "loss": 2.4118, + "step": 2510 + }, + { + "epoch": 3.21, + "learning_rate": 0.0002584751308900523, + "loss": 2.2881, + "step": 2520 + }, + { + "epoch": 3.23, + "learning_rate": 0.0002582787958115183, + "loss": 2.0995, + "step": 2530 + }, + { + "epoch": 3.24, + "learning_rate": 0.0002580824607329843, + "loss": 1.8236, + "step": 2540 + }, + { + "epoch": 3.25, + "learning_rate": 0.00025788612565445025, + "loss": 1.3496, + "step": 2550 + }, + { + "epoch": 3.27, + "learning_rate": 0.0002576897905759162, + "loss": 2.4261, + "step": 2560 + }, + { + "epoch": 3.28, + "learning_rate": 0.0002574934554973822, + "loss": 2.2874, + "step": 2570 + }, + { + "epoch": 3.29, + "learning_rate": 0.00025729712041884815, + "loss": 2.0784, + "step": 2580 + }, + { + "epoch": 3.3, + "learning_rate": 0.0002571007853403141, + "loss": 1.8425, + "step": 2590 + }, + { + "epoch": 3.32, + "learning_rate": 0.0002569044502617801, + "loss": 1.3747, + "step": 2600 + }, + { + "epoch": 3.33, + "learning_rate": 0.00025670811518324605, + "loss": 2.465, + "step": 2610 + }, + { + "epoch": 3.34, + "learning_rate": 0.000256511780104712, + "loss": 2.2774, + "step": 2620 + }, + { + "epoch": 3.35, + "learning_rate": 0.000256315445026178, + "loss": 2.051, + "step": 2630 + }, + { + "epoch": 3.37, + "learning_rate": 0.00025611910994764394, + "loss": 1.8113, + "step": 2640 + }, + { + "epoch": 3.38, + "learning_rate": 0.0002559227748691099, + "loss": 1.2219, + "step": 2650 + }, + { + "epoch": 3.39, + "learning_rate": 0.0002557264397905759, + "loss": 2.4022, + "step": 2660 + }, + { + "epoch": 3.41, + "learning_rate": 0.00025553010471204184, + "loss": 2.2788, + "step": 2670 + }, + { + "epoch": 3.42, + "learning_rate": 0.00025533376963350786, + "loss": 2.0516, + "step": 2680 + }, + { + "epoch": 3.43, + "learning_rate": 0.0002551374345549738, + "loss": 1.7858, + "step": 2690 + }, + { + "epoch": 3.44, + "learning_rate": 0.0002549410994764398, + "loss": 1.2485, + "step": 2700 + }, + { + "epoch": 3.46, + "learning_rate": 0.00025474476439790576, + "loss": 2.4865, + "step": 2710 + }, + { + "epoch": 3.47, + "learning_rate": 0.00025454842931937167, + "loss": 2.2058, + "step": 2720 + }, + { + "epoch": 3.48, + "learning_rate": 0.0002543520942408377, + "loss": 1.9552, + "step": 2730 + }, + { + "epoch": 3.49, + "learning_rate": 0.00025415575916230365, + "loss": 1.688, + "step": 2740 + }, + { + "epoch": 3.51, + "learning_rate": 0.0002539594240837696, + "loss": 1.2323, + "step": 2750 + }, + { + "epoch": 3.52, + "learning_rate": 0.0002537630890052356, + "loss": 2.3544, + "step": 2760 + }, + { + "epoch": 3.53, + "learning_rate": 0.00025356675392670155, + "loss": 2.1961, + "step": 2770 + }, + { + "epoch": 3.55, + "learning_rate": 0.0002533704188481675, + "loss": 1.9179, + "step": 2780 + }, + { + "epoch": 3.56, + "learning_rate": 0.0002531740837696335, + "loss": 1.5599, + "step": 2790 + }, + { + "epoch": 3.57, + "learning_rate": 0.00025297774869109945, + "loss": 1.074, + "step": 2800 + }, + { + "epoch": 3.57, + "eval_loss": 2.6648833751678467, + "eval_runtime": 1202.5402, + "eval_samples_per_second": 5.183, + "eval_steps_per_second": 0.649, + "eval_wer": 0.8966469024739318, + "step": 2800 + }, + { + "epoch": 3.58, + "learning_rate": 0.0002527814136125654, + "loss": 2.2922, + "step": 2810 + }, + { + "epoch": 3.6, + "learning_rate": 0.0002525850785340314, + "loss": 2.0673, + "step": 2820 + }, + { + "epoch": 3.61, + "learning_rate": 0.00025238874345549734, + "loss": 1.7602, + "step": 2830 + }, + { + "epoch": 3.62, + "learning_rate": 0.00025219240837696336, + "loss": 1.4873, + "step": 2840 + }, + { + "epoch": 3.63, + "learning_rate": 0.00025199607329842933, + "loss": 1.0685, + "step": 2850 + }, + { + "epoch": 3.65, + "learning_rate": 0.00025179973821989524, + "loss": 2.3202, + "step": 2860 + }, + { + "epoch": 3.66, + "learning_rate": 0.0002516034031413612, + "loss": 1.9736, + "step": 2870 + }, + { + "epoch": 3.67, + "learning_rate": 0.00025140706806282717, + "loss": 1.6341, + "step": 2880 + }, + { + "epoch": 3.69, + "learning_rate": 0.0002512107329842932, + "loss": 1.3519, + "step": 2890 + }, + { + "epoch": 3.7, + "learning_rate": 0.00025101439790575916, + "loss": 0.9903, + "step": 2900 + }, + { + "epoch": 3.71, + "learning_rate": 0.0002508180628272251, + "loss": 2.4131, + "step": 2910 + }, + { + "epoch": 3.72, + "learning_rate": 0.0002506217277486911, + "loss": 1.9066, + "step": 2920 + }, + { + "epoch": 3.74, + "learning_rate": 0.00025042539267015705, + "loss": 1.5151, + "step": 2930 + }, + { + "epoch": 3.75, + "learning_rate": 0.000250229057591623, + "loss": 1.1935, + "step": 2940 + }, + { + "epoch": 3.76, + "learning_rate": 0.000250032722513089, + "loss": 0.996, + "step": 2950 + }, + { + "epoch": 3.77, + "learning_rate": 0.00024983638743455495, + "loss": 2.1993, + "step": 2960 + }, + { + "epoch": 3.79, + "learning_rate": 0.0002496400523560209, + "loss": 1.7478, + "step": 2970 + }, + { + "epoch": 3.8, + "learning_rate": 0.0002494437172774869, + "loss": 1.3926, + "step": 2980 + }, + { + "epoch": 3.81, + "learning_rate": 0.00024924738219895285, + "loss": 1.1185, + "step": 2990 + }, + { + "epoch": 3.83, + "learning_rate": 0.0002490510471204188, + "loss": 0.9758, + "step": 3000 + }, + { + "epoch": 3.84, + "learning_rate": 0.0002488547120418848, + "loss": 2.0239, + "step": 3010 + }, + { + "epoch": 3.85, + "learning_rate": 0.00024865837696335074, + "loss": 1.5411, + "step": 3020 + }, + { + "epoch": 3.86, + "learning_rate": 0.0002484620418848167, + "loss": 1.2329, + "step": 3030 + }, + { + "epoch": 3.88, + "learning_rate": 0.00024826570680628273, + "loss": 1.0219, + "step": 3040 + }, + { + "epoch": 3.89, + "learning_rate": 0.0002480693717277487, + "loss": 0.8315, + "step": 3050 + }, + { + "epoch": 3.9, + "learning_rate": 0.00024787303664921466, + "loss": 2.0886, + "step": 3060 + }, + { + "epoch": 3.92, + "learning_rate": 0.0002476767015706806, + "loss": 1.4358, + "step": 3070 + }, + { + "epoch": 3.93, + "learning_rate": 0.0002474803664921466, + "loss": 1.1161, + "step": 3080 + }, + { + "epoch": 3.94, + "learning_rate": 0.00024728403141361256, + "loss": 0.9732, + "step": 3090 + }, + { + "epoch": 3.95, + "learning_rate": 0.0002470876963350785, + "loss": 0.8213, + "step": 3100 + }, + { + "epoch": 3.97, + "learning_rate": 0.0002468913612565445, + "loss": 1.9164, + "step": 3110 + }, + { + "epoch": 3.98, + "learning_rate": 0.00024669502617801045, + "loss": 1.332, + "step": 3120 + }, + { + "epoch": 3.99, + "learning_rate": 0.0002464986910994764, + "loss": 0.9794, + "step": 3130 + }, + { + "epoch": 4.01, + "learning_rate": 0.0002463023560209424, + "loss": 1.4493, + "step": 3140 + }, + { + "epoch": 4.02, + "learning_rate": 0.00024610602094240835, + "loss": 1.3535, + "step": 3150 + }, + { + "epoch": 4.03, + "learning_rate": 0.0002459096858638743, + "loss": 0.9229, + "step": 3160 + }, + { + "epoch": 4.04, + "learning_rate": 0.0002457133507853403, + "loss": 0.7988, + "step": 3170 + }, + { + "epoch": 4.06, + "learning_rate": 0.00024551701570680624, + "loss": 0.6798, + "step": 3180 + }, + { + "epoch": 4.07, + "learning_rate": 0.0002453206806282722, + "loss": 1.301, + "step": 3190 + }, + { + "epoch": 4.08, + "learning_rate": 0.00024512434554973823, + "loss": 1.3643, + "step": 3200 + }, + { + "epoch": 4.08, + "eval_loss": 1.0063679218292236, + "eval_runtime": 1365.76, + "eval_samples_per_second": 4.564, + "eval_steps_per_second": 0.571, + "eval_wer": 0.7236296723109236, + "step": 3200 + }, + { + "epoch": 4.09, + "learning_rate": 0.0002449280104712042, + "loss": 0.8936, + "step": 3210 + }, + { + "epoch": 4.11, + "learning_rate": 0.00024473167539267016, + "loss": 0.7426, + "step": 3220 + }, + { + "epoch": 4.12, + "learning_rate": 0.00024453534031413607, + "loss": 0.6584, + "step": 3230 + }, + { + "epoch": 4.13, + "learning_rate": 0.00024433900523560204, + "loss": 1.3437, + "step": 3240 + }, + { + "epoch": 4.15, + "learning_rate": 0.00024414267015706806, + "loss": 1.3082, + "step": 3250 + }, + { + "epoch": 4.16, + "learning_rate": 0.00024394633507853402, + "loss": 0.8755, + "step": 3260 + }, + { + "epoch": 4.17, + "learning_rate": 0.00024375, + "loss": 0.735, + "step": 3270 + }, + { + "epoch": 4.18, + "learning_rate": 0.00024355366492146595, + "loss": 0.6546, + "step": 3280 + }, + { + "epoch": 4.2, + "learning_rate": 0.0002433573298429319, + "loss": 1.2138, + "step": 3290 + }, + { + "epoch": 4.21, + "learning_rate": 0.00024316099476439789, + "loss": 1.1497, + "step": 3300 + }, + { + "epoch": 4.22, + "learning_rate": 0.00024296465968586385, + "loss": 0.8393, + "step": 3310 + }, + { + "epoch": 4.23, + "learning_rate": 0.00024276832460732982, + "loss": 0.6995, + "step": 3320 + }, + { + "epoch": 4.25, + "learning_rate": 0.00024257198952879578, + "loss": 0.6347, + "step": 3330 + }, + { + "epoch": 4.26, + "learning_rate": 0.00024237565445026175, + "loss": 1.2088, + "step": 3340 + }, + { + "epoch": 4.27, + "learning_rate": 0.00024217931937172774, + "loss": 1.0903, + "step": 3350 + }, + { + "epoch": 4.29, + "learning_rate": 0.0002419829842931937, + "loss": 0.7817, + "step": 3360 + }, + { + "epoch": 4.3, + "learning_rate": 0.00024178664921465967, + "loss": 0.7012, + "step": 3370 + }, + { + "epoch": 4.31, + "learning_rate": 0.00024159031413612564, + "loss": 0.6103, + "step": 3380 + }, + { + "epoch": 4.32, + "learning_rate": 0.0002413939790575916, + "loss": 1.1574, + "step": 3390 + }, + { + "epoch": 4.34, + "learning_rate": 0.0002411976439790576, + "loss": 1.0844, + "step": 3400 + }, + { + "epoch": 4.35, + "learning_rate": 0.00024100130890052356, + "loss": 0.7571, + "step": 3410 + }, + { + "epoch": 4.36, + "learning_rate": 0.0002408049738219895, + "loss": 0.6706, + "step": 3420 + }, + { + "epoch": 4.37, + "learning_rate": 0.00024060863874345546, + "loss": 0.6273, + "step": 3430 + }, + { + "epoch": 4.39, + "learning_rate": 0.00024041230366492143, + "loss": 1.0405, + "step": 3440 + }, + { + "epoch": 4.4, + "learning_rate": 0.0002402159685863874, + "loss": 0.9718, + "step": 3450 + }, + { + "epoch": 4.41, + "learning_rate": 0.0002400196335078534, + "loss": 0.7145, + "step": 3460 + }, + { + "epoch": 4.43, + "learning_rate": 0.00023982329842931935, + "loss": 0.6564, + "step": 3470 + }, + { + "epoch": 4.44, + "learning_rate": 0.00023962696335078532, + "loss": 0.5634, + "step": 3480 + }, + { + "epoch": 4.45, + "learning_rate": 0.00023943062827225128, + "loss": 1.0246, + "step": 3490 + }, + { + "epoch": 4.46, + "learning_rate": 0.00023923429319371725, + "loss": 0.9484, + "step": 3500 + }, + { + "epoch": 4.48, + "learning_rate": 0.00023903795811518324, + "loss": 0.6733, + "step": 3510 + }, + { + "epoch": 4.49, + "learning_rate": 0.0002388416230366492, + "loss": 0.6366, + "step": 3520 + }, + { + "epoch": 4.5, + "learning_rate": 0.00023864528795811517, + "loss": 0.5755, + "step": 3530 + }, + { + "epoch": 4.51, + "learning_rate": 0.0002384489528795811, + "loss": 1.0351, + "step": 3540 + }, + { + "epoch": 4.53, + "learning_rate": 0.00023825261780104708, + "loss": 0.8986, + "step": 3550 + }, + { + "epoch": 4.54, + "learning_rate": 0.00023805628272251307, + "loss": 0.6612, + "step": 3560 + }, + { + "epoch": 4.55, + "learning_rate": 0.00023785994764397904, + "loss": 0.5871, + "step": 3570 + }, + { + "epoch": 4.57, + "learning_rate": 0.000237663612565445, + "loss": 0.5601, + "step": 3580 + }, + { + "epoch": 4.58, + "learning_rate": 0.00023746727748691097, + "loss": 1.0413, + "step": 3590 + }, + { + "epoch": 4.59, + "learning_rate": 0.00023727094240837693, + "loss": 0.8286, + "step": 3600 + }, + { + "epoch": 4.59, + "eval_loss": 0.6339302062988281, + "eval_runtime": 1363.8954, + "eval_samples_per_second": 4.57, + "eval_steps_per_second": 0.572, + "eval_wer": 0.5453523168714336, + "step": 3600 + }, + { + "epoch": 4.6, + "learning_rate": 0.00023707460732984292, + "loss": 0.6376, + "step": 3610 + }, + { + "epoch": 4.62, + "learning_rate": 0.0002368782722513089, + "loss": 0.6132, + "step": 3620 + }, + { + "epoch": 4.63, + "learning_rate": 0.00023668193717277486, + "loss": 0.5198, + "step": 3630 + }, + { + "epoch": 4.64, + "learning_rate": 0.00023648560209424082, + "loss": 0.9745, + "step": 3640 + }, + { + "epoch": 4.66, + "learning_rate": 0.0002362892670157068, + "loss": 0.8313, + "step": 3650 + }, + { + "epoch": 4.67, + "learning_rate": 0.00023609293193717278, + "loss": 0.6251, + "step": 3660 + }, + { + "epoch": 4.68, + "learning_rate": 0.00023589659685863872, + "loss": 0.5662, + "step": 3670 + }, + { + "epoch": 4.69, + "learning_rate": 0.00023570026178010468, + "loss": 0.5428, + "step": 3680 + }, + { + "epoch": 4.71, + "learning_rate": 0.00023550392670157065, + "loss": 0.9495, + "step": 3690 + }, + { + "epoch": 4.72, + "learning_rate": 0.00023530759162303661, + "loss": 0.7888, + "step": 3700 + }, + { + "epoch": 4.73, + "learning_rate": 0.0002351112565445026, + "loss": 0.6159, + "step": 3710 + }, + { + "epoch": 4.74, + "learning_rate": 0.00023491492146596857, + "loss": 0.5395, + "step": 3720 + }, + { + "epoch": 4.76, + "learning_rate": 0.00023471858638743454, + "loss": 0.5349, + "step": 3730 + }, + { + "epoch": 4.77, + "learning_rate": 0.0002345222513089005, + "loss": 0.9063, + "step": 3740 + }, + { + "epoch": 4.78, + "learning_rate": 0.00023432591623036647, + "loss": 0.7716, + "step": 3750 + }, + { + "epoch": 4.8, + "learning_rate": 0.00023412958115183243, + "loss": 0.5782, + "step": 3760 + }, + { + "epoch": 4.81, + "learning_rate": 0.00023393324607329843, + "loss": 0.5188, + "step": 3770 + }, + { + "epoch": 4.82, + "learning_rate": 0.0002337369109947644, + "loss": 0.559, + "step": 3780 + }, + { + "epoch": 4.83, + "learning_rate": 0.00023354057591623033, + "loss": 0.8986, + "step": 3790 + }, + { + "epoch": 4.85, + "learning_rate": 0.0002333442408376963, + "loss": 0.7888, + "step": 3800 + }, + { + "epoch": 4.86, + "learning_rate": 0.00023314790575916226, + "loss": 0.5603, + "step": 3810 + }, + { + "epoch": 4.87, + "learning_rate": 0.00023295157068062825, + "loss": 0.5168, + "step": 3820 + }, + { + "epoch": 4.88, + "learning_rate": 0.00023275523560209422, + "loss": 0.5285, + "step": 3830 + }, + { + "epoch": 4.9, + "learning_rate": 0.00023255890052356019, + "loss": 0.8083, + "step": 3840 + }, + { + "epoch": 4.91, + "learning_rate": 0.00023236256544502615, + "loss": 0.7496, + "step": 3850 + }, + { + "epoch": 4.92, + "learning_rate": 0.00023216623036649212, + "loss": 0.5935, + "step": 3860 + }, + { + "epoch": 4.94, + "learning_rate": 0.0002319698952879581, + "loss": 0.5104, + "step": 3870 + }, + { + "epoch": 4.95, + "learning_rate": 0.00023177356020942408, + "loss": 0.4716, + "step": 3880 + }, + { + "epoch": 4.96, + "learning_rate": 0.00023157722513089004, + "loss": 0.7965, + "step": 3890 + }, + { + "epoch": 4.97, + "learning_rate": 0.000231380890052356, + "loss": 0.6845, + "step": 3900 + }, + { + "epoch": 4.99, + "learning_rate": 0.00023118455497382194, + "loss": 0.5182, + "step": 3910 + }, + { + "epoch": 5.0, + "learning_rate": 0.00023098821989528796, + "loss": 0.4957, + "step": 3920 + }, + { + "epoch": 5.01, + "learning_rate": 0.0002307918848167539, + "loss": 0.7714, + "step": 3930 + }, + { + "epoch": 5.03, + "learning_rate": 0.00023059554973821987, + "loss": 0.4629, + "step": 3940 + }, + { + "epoch": 5.04, + "learning_rate": 0.00023039921465968583, + "loss": 0.4137, + "step": 3950 + }, + { + "epoch": 5.05, + "learning_rate": 0.0002302028795811518, + "loss": 0.3444, + "step": 3960 + }, + { + "epoch": 5.06, + "learning_rate": 0.0002300065445026178, + "loss": 0.4056, + "step": 3970 + }, + { + "epoch": 5.08, + "learning_rate": 0.00022981020942408376, + "loss": 0.8155, + "step": 3980 + }, + { + "epoch": 5.09, + "learning_rate": 0.00022961387434554972, + "loss": 0.461, + "step": 3990 + }, + { + "epoch": 5.1, + "learning_rate": 0.0002294175392670157, + "loss": 0.3872, + "step": 4000 + }, + { + "epoch": 5.1, + "eval_loss": 0.5169897079467773, + "eval_runtime": 1364.33, + "eval_samples_per_second": 4.569, + "eval_steps_per_second": 0.572, + "eval_wer": 0.47175703053846585, + "step": 4000 + }, + { + "epoch": 5.11, + "learning_rate": 0.00022922120418848165, + "loss": 0.3563, + "step": 4010 + }, + { + "epoch": 5.13, + "learning_rate": 0.00022902486910994765, + "loss": 0.4178, + "step": 4020 + }, + { + "epoch": 5.14, + "learning_rate": 0.0002288285340314136, + "loss": 0.7408, + "step": 4030 + }, + { + "epoch": 5.15, + "learning_rate": 0.00022863219895287955, + "loss": 0.4519, + "step": 4040 + }, + { + "epoch": 5.17, + "learning_rate": 0.00022843586387434552, + "loss": 0.3947, + "step": 4050 + }, + { + "epoch": 5.18, + "learning_rate": 0.00022823952879581148, + "loss": 0.3745, + "step": 4060 + }, + { + "epoch": 5.19, + "learning_rate": 0.00022804319371727745, + "loss": 0.4124, + "step": 4070 + }, + { + "epoch": 5.2, + "learning_rate": 0.00022784685863874344, + "loss": 0.7667, + "step": 4080 + }, + { + "epoch": 5.22, + "learning_rate": 0.0002276505235602094, + "loss": 0.4667, + "step": 4090 + }, + { + "epoch": 5.23, + "learning_rate": 0.00022745418848167537, + "loss": 0.3947, + "step": 4100 + }, + { + "epoch": 5.24, + "learning_rate": 0.00022725785340314134, + "loss": 0.35, + "step": 4110 + }, + { + "epoch": 5.25, + "learning_rate": 0.0002270615183246073, + "loss": 0.4057, + "step": 4120 + }, + { + "epoch": 5.27, + "learning_rate": 0.0002268651832460733, + "loss": 0.7254, + "step": 4130 + }, + { + "epoch": 5.28, + "learning_rate": 0.00022666884816753926, + "loss": 0.4605, + "step": 4140 + }, + { + "epoch": 5.29, + "learning_rate": 0.00022647251308900523, + "loss": 0.389, + "step": 4150 + }, + { + "epoch": 5.31, + "learning_rate": 0.00022627617801047116, + "loss": 0.3588, + "step": 4160 + }, + { + "epoch": 5.32, + "learning_rate": 0.00022607984293193713, + "loss": 0.4358, + "step": 4170 + }, + { + "epoch": 5.33, + "learning_rate": 0.00022588350785340312, + "loss": 0.7098, + "step": 4180 + }, + { + "epoch": 5.34, + "learning_rate": 0.0002256871727748691, + "loss": 0.4503, + "step": 4190 + }, + { + "epoch": 5.36, + "learning_rate": 0.00022549083769633505, + "loss": 0.3745, + "step": 4200 + }, + { + "epoch": 5.37, + "learning_rate": 0.00022529450261780102, + "loss": 0.3538, + "step": 4210 + }, + { + "epoch": 5.38, + "learning_rate": 0.00022509816753926698, + "loss": 0.3951, + "step": 4220 + }, + { + "epoch": 5.4, + "learning_rate": 0.00022490183246073298, + "loss": 0.6996, + "step": 4230 + }, + { + "epoch": 5.41, + "learning_rate": 0.00022470549738219894, + "loss": 0.4202, + "step": 4240 + }, + { + "epoch": 5.42, + "learning_rate": 0.0002245091623036649, + "loss": 0.3801, + "step": 4250 + }, + { + "epoch": 5.43, + "learning_rate": 0.00022431282722513087, + "loss": 0.353, + "step": 4260 + }, + { + "epoch": 5.45, + "learning_rate": 0.00022411649214659684, + "loss": 0.3701, + "step": 4270 + }, + { + "epoch": 5.46, + "learning_rate": 0.00022392015706806283, + "loss": 0.6898, + "step": 4280 + }, + { + "epoch": 5.47, + "learning_rate": 0.0002237238219895288, + "loss": 0.4247, + "step": 4290 + }, + { + "epoch": 5.48, + "learning_rate": 0.00022352748691099474, + "loss": 0.3809, + "step": 4300 + }, + { + "epoch": 5.5, + "learning_rate": 0.0002233311518324607, + "loss": 0.3563, + "step": 4310 + }, + { + "epoch": 5.51, + "learning_rate": 0.00022313481675392667, + "loss": 0.3691, + "step": 4320 + }, + { + "epoch": 5.52, + "learning_rate": 0.00022293848167539266, + "loss": 0.6588, + "step": 4330 + }, + { + "epoch": 5.54, + "learning_rate": 0.00022274214659685862, + "loss": 0.4361, + "step": 4340 + }, + { + "epoch": 5.55, + "learning_rate": 0.0002225458115183246, + "loss": 0.3538, + "step": 4350 + }, + { + "epoch": 5.56, + "learning_rate": 0.00022234947643979056, + "loss": 0.3586, + "step": 4360 + }, + { + "epoch": 5.57, + "learning_rate": 0.00022215314136125652, + "loss": 0.4101, + "step": 4370 + }, + { + "epoch": 5.59, + "learning_rate": 0.00022195680628272251, + "loss": 0.6699, + "step": 4380 + }, + { + "epoch": 5.6, + "learning_rate": 0.00022176047120418848, + "loss": 0.423, + "step": 4390 + }, + { + "epoch": 5.61, + "learning_rate": 0.00022156413612565444, + "loss": 0.3654, + "step": 4400 + }, + { + "epoch": 5.61, + "eval_loss": 0.43857690691947937, + "eval_runtime": 1365.733, + "eval_samples_per_second": 4.564, + "eval_steps_per_second": 0.571, + "eval_wer": 0.4419620453151428, + "step": 4400 + }, + { + "epoch": 5.62, + "learning_rate": 0.0002213678010471204, + "loss": 0.3372, + "step": 4410 + }, + { + "epoch": 5.64, + "learning_rate": 0.00022117146596858635, + "loss": 0.3896, + "step": 4420 + }, + { + "epoch": 5.65, + "learning_rate": 0.00022097513089005231, + "loss": 0.6146, + "step": 4430 + }, + { + "epoch": 5.66, + "learning_rate": 0.0002207787958115183, + "loss": 0.4175, + "step": 4440 + }, + { + "epoch": 5.68, + "learning_rate": 0.00022058246073298427, + "loss": 0.3842, + "step": 4450 + }, + { + "epoch": 5.69, + "learning_rate": 0.00022038612565445024, + "loss": 0.3201, + "step": 4460 + }, + { + "epoch": 5.7, + "learning_rate": 0.0002201897905759162, + "loss": 0.4245, + "step": 4470 + }, + { + "epoch": 5.71, + "learning_rate": 0.00021999345549738217, + "loss": 0.597, + "step": 4480 + }, + { + "epoch": 5.73, + "learning_rate": 0.00021979712041884816, + "loss": 0.4227, + "step": 4490 + }, + { + "epoch": 5.74, + "learning_rate": 0.00021960078534031413, + "loss": 0.3707, + "step": 4500 + }, + { + "epoch": 5.75, + "learning_rate": 0.0002194044502617801, + "loss": 0.335, + "step": 4510 + }, + { + "epoch": 5.76, + "learning_rate": 0.00021920811518324606, + "loss": 0.3694, + "step": 4520 + }, + { + "epoch": 5.78, + "learning_rate": 0.000219011780104712, + "loss": 0.6092, + "step": 4530 + }, + { + "epoch": 5.79, + "learning_rate": 0.00021881544502617802, + "loss": 0.432, + "step": 4540 + }, + { + "epoch": 5.8, + "learning_rate": 0.00021861910994764395, + "loss": 0.3613, + "step": 4550 + }, + { + "epoch": 5.82, + "learning_rate": 0.00021842277486910992, + "loss": 0.3221, + "step": 4560 + }, + { + "epoch": 5.83, + "learning_rate": 0.00021822643979057589, + "loss": 0.3863, + "step": 4570 + }, + { + "epoch": 5.84, + "learning_rate": 0.00021803010471204185, + "loss": 0.6141, + "step": 4580 + }, + { + "epoch": 5.85, + "learning_rate": 0.00021783376963350784, + "loss": 0.4157, + "step": 4590 + }, + { + "epoch": 5.87, + "learning_rate": 0.0002176374345549738, + "loss": 0.3407, + "step": 4600 + }, + { + "epoch": 5.88, + "learning_rate": 0.00021744109947643977, + "loss": 0.3217, + "step": 4610 + }, + { + "epoch": 5.89, + "learning_rate": 0.00021724476439790574, + "loss": 0.3651, + "step": 4620 + }, + { + "epoch": 5.9, + "learning_rate": 0.0002170484293193717, + "loss": 0.5891, + "step": 4630 + }, + { + "epoch": 5.92, + "learning_rate": 0.0002168520942408377, + "loss": 0.4029, + "step": 4640 + }, + { + "epoch": 5.93, + "learning_rate": 0.00021665575916230366, + "loss": 0.3595, + "step": 4650 + }, + { + "epoch": 5.94, + "learning_rate": 0.00021645942408376963, + "loss": 0.3529, + "step": 4660 + }, + { + "epoch": 5.96, + "learning_rate": 0.00021626308900523557, + "loss": 0.4116, + "step": 4670 + }, + { + "epoch": 5.97, + "learning_rate": 0.00021606675392670153, + "loss": 0.5429, + "step": 4680 + }, + { + "epoch": 5.98, + "learning_rate": 0.00021587041884816753, + "loss": 0.3666, + "step": 4690 + }, + { + "epoch": 5.99, + "learning_rate": 0.0002156740837696335, + "loss": 0.3353, + "step": 4700 + }, + { + "epoch": 6.01, + "learning_rate": 0.00021547774869109946, + "loss": 0.5384, + "step": 4710 + }, + { + "epoch": 6.02, + "learning_rate": 0.00021528141361256542, + "loss": 0.3432, + "step": 4720 + }, + { + "epoch": 6.03, + "learning_rate": 0.0002150850785340314, + "loss": 0.2736, + "step": 4730 + }, + { + "epoch": 6.05, + "learning_rate": 0.00021488874345549735, + "loss": 0.2313, + "step": 4740 + }, + { + "epoch": 6.06, + "learning_rate": 0.00021469240837696335, + "loss": 0.2382, + "step": 4750 + }, + { + "epoch": 6.07, + "learning_rate": 0.0002144960732984293, + "loss": 0.4981, + "step": 4760 + }, + { + "epoch": 6.08, + "learning_rate": 0.00021429973821989528, + "loss": 0.3455, + "step": 4770 + }, + { + "epoch": 6.1, + "learning_rate": 0.00021410340314136124, + "loss": 0.2643, + "step": 4780 + }, + { + "epoch": 6.11, + "learning_rate": 0.00021390706806282718, + "loss": 0.254, + "step": 4790 + }, + { + "epoch": 6.12, + "learning_rate": 0.00021371073298429317, + "loss": 0.2672, + "step": 4800 + }, + { + "epoch": 6.12, + "eval_loss": 0.5185807347297668, + "eval_runtime": 1365.146, + "eval_samples_per_second": 4.566, + "eval_steps_per_second": 0.571, + "eval_wer": 0.46785375736510476, + "step": 4800 + }, + { + "epoch": 6.14, + "learning_rate": 0.00021351439790575914, + "loss": 0.5044, + "step": 4810 + }, + { + "epoch": 6.15, + "learning_rate": 0.0002133180628272251, + "loss": 0.3535, + "step": 4820 + }, + { + "epoch": 6.16, + "learning_rate": 0.00021312172774869107, + "loss": 0.2837, + "step": 4830 + }, + { + "epoch": 6.17, + "learning_rate": 0.00021292539267015704, + "loss": 0.2281, + "step": 4840 + }, + { + "epoch": 6.19, + "learning_rate": 0.00021272905759162303, + "loss": 0.2728, + "step": 4850 + }, + { + "epoch": 6.2, + "learning_rate": 0.000212532722513089, + "loss": 0.4953, + "step": 4860 + }, + { + "epoch": 6.21, + "learning_rate": 0.00021233638743455496, + "loss": 0.3822, + "step": 4870 + }, + { + "epoch": 6.22, + "learning_rate": 0.00021214005235602092, + "loss": 0.2864, + "step": 4880 + }, + { + "epoch": 6.24, + "learning_rate": 0.0002119437172774869, + "loss": 0.2488, + "step": 4890 + }, + { + "epoch": 6.25, + "learning_rate": 0.00021174738219895288, + "loss": 0.2436, + "step": 4900 + }, + { + "epoch": 6.26, + "learning_rate": 0.00021155104712041885, + "loss": 0.4638, + "step": 4910 + }, + { + "epoch": 6.28, + "learning_rate": 0.0002113547120418848, + "loss": 0.3644, + "step": 4920 + }, + { + "epoch": 6.29, + "learning_rate": 0.00021115837696335075, + "loss": 0.2702, + "step": 4930 + }, + { + "epoch": 6.3, + "learning_rate": 0.00021096204188481672, + "loss": 0.2489, + "step": 4940 + }, + { + "epoch": 6.31, + "learning_rate": 0.0002107657068062827, + "loss": 0.2662, + "step": 4950 + }, + { + "epoch": 6.33, + "learning_rate": 0.00021056937172774868, + "loss": 0.4687, + "step": 4960 + }, + { + "epoch": 6.34, + "learning_rate": 0.00021037303664921464, + "loss": 0.3702, + "step": 4970 + }, + { + "epoch": 6.35, + "learning_rate": 0.0002101767015706806, + "loss": 0.2909, + "step": 4980 + }, + { + "epoch": 6.36, + "learning_rate": 0.00020998036649214657, + "loss": 0.2428, + "step": 4990 + }, + { + "epoch": 6.38, + "learning_rate": 0.00020978403141361257, + "loss": 0.2843, + "step": 5000 + }, + { + "epoch": 6.39, + "learning_rate": 0.00020958769633507853, + "loss": 0.4471, + "step": 5010 + }, + { + "epoch": 6.4, + "learning_rate": 0.0002093913612565445, + "loss": 0.3476, + "step": 5020 + }, + { + "epoch": 6.42, + "learning_rate": 0.00020919502617801046, + "loss": 0.3004, + "step": 5030 + }, + { + "epoch": 6.43, + "learning_rate": 0.0002089986910994764, + "loss": 0.2578, + "step": 5040 + }, + { + "epoch": 6.44, + "learning_rate": 0.00020880235602094237, + "loss": 0.2586, + "step": 5050 + }, + { + "epoch": 6.45, + "learning_rate": 0.00020860602094240836, + "loss": 0.4379, + "step": 5060 + }, + { + "epoch": 6.47, + "learning_rate": 0.00020840968586387432, + "loss": 0.3609, + "step": 5070 + }, + { + "epoch": 6.48, + "learning_rate": 0.0002082133507853403, + "loss": 0.2871, + "step": 5080 + }, + { + "epoch": 6.49, + "learning_rate": 0.00020801701570680626, + "loss": 0.2576, + "step": 5090 + }, + { + "epoch": 6.5, + "learning_rate": 0.00020782068062827222, + "loss": 0.2512, + "step": 5100 + }, + { + "epoch": 6.52, + "learning_rate": 0.0002076243455497382, + "loss": 0.4695, + "step": 5110 + }, + { + "epoch": 6.53, + "learning_rate": 0.00020742801047120418, + "loss": 0.3397, + "step": 5120 + }, + { + "epoch": 6.54, + "learning_rate": 0.00020723167539267014, + "loss": 0.2798, + "step": 5130 + }, + { + "epoch": 6.56, + "learning_rate": 0.0002070353403141361, + "loss": 0.2453, + "step": 5140 + }, + { + "epoch": 6.57, + "learning_rate": 0.00020683900523560208, + "loss": 0.2512, + "step": 5150 + }, + { + "epoch": 6.58, + "learning_rate": 0.00020664267015706807, + "loss": 0.5053, + "step": 5160 + }, + { + "epoch": 6.59, + "learning_rate": 0.000206446335078534, + "loss": 0.3528, + "step": 5170 + }, + { + "epoch": 6.61, + "learning_rate": 0.00020624999999999997, + "loss": 0.2963, + "step": 5180 + }, + { + "epoch": 6.62, + "learning_rate": 0.00020605366492146594, + "loss": 0.263, + "step": 5190 + }, + { + "epoch": 6.63, + "learning_rate": 0.0002058573298429319, + "loss": 0.2519, + "step": 5200 + }, + { + "epoch": 6.63, + "eval_loss": 0.4238142669200897, + "eval_runtime": 1364.3081, + "eval_samples_per_second": 4.569, + "eval_steps_per_second": 0.572, + "eval_wer": 0.4177245776100816, + "step": 5200 + }, + { + "epoch": 6.64, + "learning_rate": 0.0002056609947643979, + "loss": 0.4852, + "step": 5210 + }, + { + "epoch": 6.66, + "learning_rate": 0.00020546465968586386, + "loss": 0.3287, + "step": 5220 + }, + { + "epoch": 6.67, + "learning_rate": 0.00020526832460732983, + "loss": 0.277, + "step": 5230 + }, + { + "epoch": 6.68, + "learning_rate": 0.0002050719895287958, + "loss": 0.2373, + "step": 5240 + }, + { + "epoch": 6.7, + "learning_rate": 0.00020487565445026176, + "loss": 0.2603, + "step": 5250 + }, + { + "epoch": 6.71, + "learning_rate": 0.00020467931937172775, + "loss": 0.4455, + "step": 5260 + }, + { + "epoch": 6.72, + "learning_rate": 0.00020448298429319372, + "loss": 0.34, + "step": 5270 + }, + { + "epoch": 6.73, + "learning_rate": 0.00020428664921465968, + "loss": 0.2875, + "step": 5280 + }, + { + "epoch": 6.75, + "learning_rate": 0.00020409031413612562, + "loss": 0.2555, + "step": 5290 + }, + { + "epoch": 6.76, + "learning_rate": 0.00020389397905759159, + "loss": 0.2654, + "step": 5300 + }, + { + "epoch": 6.77, + "learning_rate": 0.00020369764397905758, + "loss": 0.4317, + "step": 5310 + }, + { + "epoch": 6.79, + "learning_rate": 0.00020350130890052354, + "loss": 0.3373, + "step": 5320 + }, + { + "epoch": 6.8, + "learning_rate": 0.0002033049738219895, + "loss": 0.2725, + "step": 5330 + }, + { + "epoch": 6.81, + "learning_rate": 0.00020310863874345547, + "loss": 0.2231, + "step": 5340 + }, + { + "epoch": 6.82, + "learning_rate": 0.00020291230366492144, + "loss": 0.2662, + "step": 5350 + }, + { + "epoch": 6.84, + "learning_rate": 0.0002027159685863874, + "loss": 0.4472, + "step": 5360 + }, + { + "epoch": 6.85, + "learning_rate": 0.0002025196335078534, + "loss": 0.3278, + "step": 5370 + }, + { + "epoch": 6.86, + "learning_rate": 0.00020232329842931936, + "loss": 0.2765, + "step": 5380 + }, + { + "epoch": 6.87, + "learning_rate": 0.00020212696335078533, + "loss": 0.2356, + "step": 5390 + }, + { + "epoch": 6.89, + "learning_rate": 0.0002019306282722513, + "loss": 0.2468, + "step": 5400 + }, + { + "epoch": 6.9, + "learning_rate": 0.00020173429319371723, + "loss": 0.4314, + "step": 5410 + }, + { + "epoch": 6.91, + "learning_rate": 0.00020153795811518325, + "loss": 0.3245, + "step": 5420 + }, + { + "epoch": 6.93, + "learning_rate": 0.0002013416230366492, + "loss": 0.289, + "step": 5430 + }, + { + "epoch": 6.94, + "learning_rate": 0.00020114528795811516, + "loss": 0.232, + "step": 5440 + }, + { + "epoch": 6.95, + "learning_rate": 0.00020094895287958112, + "loss": 0.2622, + "step": 5450 + }, + { + "epoch": 6.96, + "learning_rate": 0.0002007526178010471, + "loss": 0.4571, + "step": 5460 + }, + { + "epoch": 6.98, + "learning_rate": 0.00020055628272251308, + "loss": 0.3164, + "step": 5470 + }, + { + "epoch": 6.99, + "learning_rate": 0.00020035994764397905, + "loss": 0.2764, + "step": 5480 + }, + { + "epoch": 7.0, + "learning_rate": 0.000200163612565445, + "loss": 0.3875, + "step": 5490 + }, + { + "epoch": 7.02, + "learning_rate": 0.00019996727748691098, + "loss": 0.325, + "step": 5500 + }, + { + "epoch": 7.03, + "learning_rate": 0.00019977094240837694, + "loss": 0.2272, + "step": 5510 + }, + { + "epoch": 7.04, + "learning_rate": 0.00019957460732984293, + "loss": 0.1944, + "step": 5520 + }, + { + "epoch": 7.05, + "learning_rate": 0.0001993782722513089, + "loss": 0.1683, + "step": 5530 + }, + { + "epoch": 7.07, + "learning_rate": 0.00019918193717277487, + "loss": 0.3496, + "step": 5540 + }, + { + "epoch": 7.08, + "learning_rate": 0.0001990052356020942, + "loss": 0.3397, + "step": 5550 + }, + { + "epoch": 7.09, + "learning_rate": 0.00019880890052356018, + "loss": 0.2654, + "step": 5560 + }, + { + "epoch": 7.1, + "learning_rate": 0.00019861256544502617, + "loss": 0.192, + "step": 5570 + }, + { + "epoch": 7.12, + "learning_rate": 0.00019841623036649214, + "loss": 0.1725, + "step": 5580 + }, + { + "epoch": 7.13, + "learning_rate": 0.0001982198952879581, + "loss": 0.3103, + "step": 5590 + }, + { + "epoch": 7.14, + "learning_rate": 0.00019802356020942407, + "loss": 0.3293, + "step": 5600 + }, + { + "epoch": 7.14, + "eval_loss": 0.3583916127681732, + "eval_runtime": 1369.6624, + "eval_samples_per_second": 4.551, + "eval_steps_per_second": 0.569, + "eval_wer": 0.3969535882232672, + "step": 5600 + }, + { + "epoch": 7.16, + "learning_rate": 0.00019782722513089003, + "loss": 0.2435, + "step": 5610 + }, + { + "epoch": 7.17, + "learning_rate": 0.00019763089005235603, + "loss": 0.205, + "step": 5620 + }, + { + "epoch": 7.18, + "learning_rate": 0.000197434554973822, + "loss": 0.1868, + "step": 5630 + }, + { + "epoch": 7.19, + "learning_rate": 0.00019723821989528793, + "loss": 0.2964, + "step": 5640 + }, + { + "epoch": 7.21, + "learning_rate": 0.0001970418848167539, + "loss": 0.3549, + "step": 5650 + }, + { + "epoch": 7.22, + "learning_rate": 0.00019684554973821986, + "loss": 0.2544, + "step": 5660 + }, + { + "epoch": 7.23, + "learning_rate": 0.00019664921465968585, + "loss": 0.2109, + "step": 5670 + }, + { + "epoch": 7.24, + "learning_rate": 0.00019645287958115182, + "loss": 0.1782, + "step": 5680 + }, + { + "epoch": 7.26, + "learning_rate": 0.00019625654450261778, + "loss": 0.3182, + "step": 5690 + }, + { + "epoch": 7.27, + "learning_rate": 0.00019606020942408375, + "loss": 0.3435, + "step": 5700 + }, + { + "epoch": 7.28, + "learning_rate": 0.00019586387434554972, + "loss": 0.2444, + "step": 5710 + }, + { + "epoch": 7.3, + "learning_rate": 0.0001956675392670157, + "loss": 0.1897, + "step": 5720 + }, + { + "epoch": 7.31, + "learning_rate": 0.00019547120418848167, + "loss": 0.2053, + "step": 5730 + }, + { + "epoch": 7.32, + "learning_rate": 0.00019527486910994764, + "loss": 0.3107, + "step": 5740 + }, + { + "epoch": 7.33, + "learning_rate": 0.0001950785340314136, + "loss": 0.3381, + "step": 5750 + }, + { + "epoch": 7.35, + "learning_rate": 0.00019488219895287954, + "loss": 0.2586, + "step": 5760 + }, + { + "epoch": 7.36, + "learning_rate": 0.00019468586387434554, + "loss": 0.2043, + "step": 5770 + }, + { + "epoch": 7.37, + "learning_rate": 0.0001944895287958115, + "loss": 0.1843, + "step": 5780 + }, + { + "epoch": 7.38, + "learning_rate": 0.00019429319371727747, + "loss": 0.3085, + "step": 5790 + }, + { + "epoch": 7.4, + "learning_rate": 0.00019409685863874343, + "loss": 0.3402, + "step": 5800 + }, + { + "epoch": 7.41, + "learning_rate": 0.0001939005235602094, + "loss": 0.2324, + "step": 5810 + }, + { + "epoch": 7.42, + "learning_rate": 0.00019370418848167536, + "loss": 0.1846, + "step": 5820 + }, + { + "epoch": 7.44, + "learning_rate": 0.00019350785340314136, + "loss": 0.179, + "step": 5830 + }, + { + "epoch": 7.45, + "learning_rate": 0.00019331151832460732, + "loss": 0.3396, + "step": 5840 + }, + { + "epoch": 7.46, + "learning_rate": 0.0001931151832460733, + "loss": 0.3293, + "step": 5850 + }, + { + "epoch": 7.47, + "learning_rate": 0.00019291884816753925, + "loss": 0.2491, + "step": 5860 + }, + { + "epoch": 7.49, + "learning_rate": 0.0001927225130890052, + "loss": 0.2153, + "step": 5870 + }, + { + "epoch": 7.5, + "learning_rate": 0.0001925261780104712, + "loss": 0.1753, + "step": 5880 + }, + { + "epoch": 7.51, + "learning_rate": 0.00019232984293193715, + "loss": 0.3342, + "step": 5890 + }, + { + "epoch": 7.53, + "learning_rate": 0.00019213350785340311, + "loss": 0.3418, + "step": 5900 + }, + { + "epoch": 7.54, + "learning_rate": 0.00019193717277486908, + "loss": 0.2302, + "step": 5910 + }, + { + "epoch": 7.55, + "learning_rate": 0.00019174083769633505, + "loss": 0.1994, + "step": 5920 + }, + { + "epoch": 7.56, + "learning_rate": 0.00019154450261780104, + "loss": 0.1872, + "step": 5930 + }, + { + "epoch": 7.58, + "learning_rate": 0.000191348167539267, + "loss": 0.3014, + "step": 5940 + }, + { + "epoch": 7.59, + "learning_rate": 0.00019115183246073297, + "loss": 0.3302, + "step": 5950 + }, + { + "epoch": 7.6, + "learning_rate": 0.00019095549738219893, + "loss": 0.2249, + "step": 5960 + }, + { + "epoch": 7.61, + "learning_rate": 0.0001907591623036649, + "loss": 0.1994, + "step": 5970 + }, + { + "epoch": 7.63, + "learning_rate": 0.0001905628272251309, + "loss": 0.1859, + "step": 5980 + }, + { + "epoch": 7.64, + "learning_rate": 0.00019036649214659686, + "loss": 0.3089, + "step": 5990 + }, + { + "epoch": 7.65, + "learning_rate": 0.00019017015706806282, + "loss": 0.314, + "step": 6000 + }, + { + "epoch": 7.65, + "eval_loss": 0.3325476050376892, + "eval_runtime": 1361.7679, + "eval_samples_per_second": 4.577, + "eval_steps_per_second": 0.573, + "eval_wer": 0.39112655898589244, + "step": 6000 + }, + { + "epoch": 7.67, + "learning_rate": 0.00018997382198952876, + "loss": 0.2404, + "step": 6010 + }, + { + "epoch": 7.68, + "learning_rate": 0.00018977748691099473, + "loss": 0.1933, + "step": 6020 + }, + { + "epoch": 7.69, + "learning_rate": 0.00018958115183246072, + "loss": 0.1847, + "step": 6030 + }, + { + "epoch": 7.7, + "learning_rate": 0.00018938481675392669, + "loss": 0.3643, + "step": 6040 + }, + { + "epoch": 7.72, + "learning_rate": 0.00018918848167539265, + "loss": 0.3283, + "step": 6050 + }, + { + "epoch": 7.73, + "learning_rate": 0.00018899214659685862, + "loss": 0.2328, + "step": 6060 + }, + { + "epoch": 7.74, + "learning_rate": 0.00018879581151832458, + "loss": 0.2015, + "step": 6070 + }, + { + "epoch": 7.75, + "learning_rate": 0.00018859947643979058, + "loss": 0.172, + "step": 6080 + }, + { + "epoch": 7.77, + "learning_rate": 0.00018840314136125654, + "loss": 0.2959, + "step": 6090 + }, + { + "epoch": 7.78, + "learning_rate": 0.0001882068062827225, + "loss": 0.333, + "step": 6100 + }, + { + "epoch": 7.79, + "learning_rate": 0.00018801047120418847, + "loss": 0.2308, + "step": 6110 + }, + { + "epoch": 7.81, + "learning_rate": 0.00018781413612565444, + "loss": 0.2256, + "step": 6120 + }, + { + "epoch": 7.82, + "learning_rate": 0.00018761780104712038, + "loss": 0.1825, + "step": 6130 + }, + { + "epoch": 7.83, + "learning_rate": 0.00018742146596858637, + "loss": 0.2924, + "step": 6140 + }, + { + "epoch": 7.84, + "learning_rate": 0.00018722513089005233, + "loss": 0.3146, + "step": 6150 + }, + { + "epoch": 7.86, + "learning_rate": 0.0001870287958115183, + "loss": 0.2384, + "step": 6160 + }, + { + "epoch": 7.87, + "learning_rate": 0.00018683246073298426, + "loss": 0.1956, + "step": 6170 + }, + { + "epoch": 7.88, + "learning_rate": 0.00018663612565445023, + "loss": 0.1781, + "step": 6180 + }, + { + "epoch": 7.89, + "learning_rate": 0.00018643979057591622, + "loss": 0.3478, + "step": 6190 + }, + { + "epoch": 7.91, + "learning_rate": 0.0001862434554973822, + "loss": 0.3168, + "step": 6200 + }, + { + "epoch": 7.92, + "learning_rate": 0.00018604712041884815, + "loss": 0.2203, + "step": 6210 + }, + { + "epoch": 7.93, + "learning_rate": 0.00018585078534031412, + "loss": 0.1985, + "step": 6220 + }, + { + "epoch": 7.95, + "learning_rate": 0.00018565445026178009, + "loss": 0.1816, + "step": 6230 + }, + { + "epoch": 7.96, + "learning_rate": 0.00018545811518324608, + "loss": 0.3022, + "step": 6240 + }, + { + "epoch": 7.97, + "learning_rate": 0.00018526178010471204, + "loss": 0.2997, + "step": 6250 + }, + { + "epoch": 7.98, + "learning_rate": 0.00018506544502617798, + "loss": 0.1941, + "step": 6260 + }, + { + "epoch": 8.0, + "learning_rate": 0.00018486910994764395, + "loss": 0.2014, + "step": 6270 + }, + { + "epoch": 8.01, + "learning_rate": 0.0001846727748691099, + "loss": 0.3263, + "step": 6280 + }, + { + "epoch": 8.02, + "learning_rate": 0.0001844764397905759, + "loss": 0.2091, + "step": 6290 + }, + { + "epoch": 8.04, + "learning_rate": 0.00018428010471204187, + "loss": 0.1689, + "step": 6300 + }, + { + "epoch": 8.05, + "learning_rate": 0.00018408376963350784, + "loss": 0.139, + "step": 6310 + }, + { + "epoch": 8.06, + "learning_rate": 0.0001838874345549738, + "loss": 0.1635, + "step": 6320 + }, + { + "epoch": 8.07, + "learning_rate": 0.00018369109947643977, + "loss": 0.3436, + "step": 6330 + }, + { + "epoch": 8.09, + "learning_rate": 0.00018349476439790576, + "loss": 0.2094, + "step": 6340 + }, + { + "epoch": 8.1, + "learning_rate": 0.00018329842931937173, + "loss": 0.1653, + "step": 6350 + }, + { + "epoch": 8.11, + "learning_rate": 0.0001831020942408377, + "loss": 0.1412, + "step": 6360 + }, + { + "epoch": 8.12, + "learning_rate": 0.00018290575916230366, + "loss": 0.1905, + "step": 6370 + }, + { + "epoch": 8.14, + "learning_rate": 0.0001827094240837696, + "loss": 0.3324, + "step": 6380 + }, + { + "epoch": 8.15, + "learning_rate": 0.00018251308900523561, + "loss": 0.2082, + "step": 6390 + }, + { + "epoch": 8.16, + "learning_rate": 0.00018231675392670155, + "loss": 0.1698, + "step": 6400 + }, + { + "epoch": 8.16, + "eval_loss": 0.34114429354667664, + "eval_runtime": 1398.1775, + "eval_samples_per_second": 4.458, + "eval_steps_per_second": 0.558, + "eval_wer": 0.38549469340718573, + "step": 6400 + }, + { + "epoch": 8.18, + "learning_rate": 0.00018212041884816752, + "loss": 0.1344, + "step": 6410 + }, + { + "epoch": 8.19, + "learning_rate": 0.00018192408376963348, + "loss": 0.1596, + "step": 6420 + }, + { + "epoch": 8.2, + "learning_rate": 0.00018172774869109945, + "loss": 0.3183, + "step": 6430 + }, + { + "epoch": 8.21, + "learning_rate": 0.00018153141361256542, + "loss": 0.2245, + "step": 6440 + }, + { + "epoch": 8.23, + "learning_rate": 0.0001813350785340314, + "loss": 0.1684, + "step": 6450 + }, + { + "epoch": 8.24, + "learning_rate": 0.00018113874345549737, + "loss": 0.1487, + "step": 6460 + }, + { + "epoch": 8.25, + "learning_rate": 0.00018094240837696334, + "loss": 0.1856, + "step": 6470 + }, + { + "epoch": 8.27, + "learning_rate": 0.0001807460732984293, + "loss": 0.3307, + "step": 6480 + }, + { + "epoch": 8.28, + "learning_rate": 0.00018054973821989527, + "loss": 0.2087, + "step": 6490 + }, + { + "epoch": 8.29, + "learning_rate": 0.00018035340314136126, + "loss": 0.1641, + "step": 6500 + }, + { + "epoch": 8.3, + "learning_rate": 0.0001801570680628272, + "loss": 0.1669, + "step": 6510 + }, + { + "epoch": 8.32, + "learning_rate": 0.00017996073298429317, + "loss": 0.186, + "step": 6520 + }, + { + "epoch": 8.33, + "learning_rate": 0.00017976439790575913, + "loss": 0.3674, + "step": 6530 + }, + { + "epoch": 8.34, + "learning_rate": 0.0001795680628272251, + "loss": 0.2171, + "step": 6540 + }, + { + "epoch": 8.35, + "learning_rate": 0.0001793717277486911, + "loss": 0.1897, + "step": 6550 + }, + { + "epoch": 8.37, + "learning_rate": 0.00017917539267015706, + "loss": 0.1413, + "step": 6560 + }, + { + "epoch": 8.38, + "learning_rate": 0.00017897905759162302, + "loss": 0.1873, + "step": 6570 + }, + { + "epoch": 8.39, + "learning_rate": 0.000178782722513089, + "loss": 0.3289, + "step": 6580 + }, + { + "epoch": 8.41, + "learning_rate": 0.00017858638743455495, + "loss": 0.2077, + "step": 6590 + }, + { + "epoch": 8.42, + "learning_rate": 0.00017839005235602094, + "loss": 0.1808, + "step": 6600 + }, + { + "epoch": 8.43, + "learning_rate": 0.0001781937172774869, + "loss": 0.1488, + "step": 6610 + }, + { + "epoch": 8.44, + "learning_rate": 0.00017799738219895288, + "loss": 0.1871, + "step": 6620 + }, + { + "epoch": 8.46, + "learning_rate": 0.00017780104712041881, + "loss": 0.3656, + "step": 6630 + }, + { + "epoch": 8.47, + "learning_rate": 0.00017760471204188478, + "loss": 0.2395, + "step": 6640 + }, + { + "epoch": 8.48, + "learning_rate": 0.00017740837696335077, + "loss": 0.1906, + "step": 6650 + }, + { + "epoch": 8.49, + "learning_rate": 0.00017721204188481674, + "loss": 0.1456, + "step": 6660 + }, + { + "epoch": 8.51, + "learning_rate": 0.0001770157068062827, + "loss": 0.1786, + "step": 6670 + }, + { + "epoch": 8.52, + "learning_rate": 0.00017681937172774867, + "loss": 0.368, + "step": 6680 + }, + { + "epoch": 8.53, + "learning_rate": 0.00017662303664921463, + "loss": 0.208, + "step": 6690 + }, + { + "epoch": 8.55, + "learning_rate": 0.00017642670157068063, + "loss": 0.164, + "step": 6700 + }, + { + "epoch": 8.56, + "learning_rate": 0.0001762303664921466, + "loss": 0.1565, + "step": 6710 + }, + { + "epoch": 8.57, + "learning_rate": 0.00017603403141361256, + "loss": 0.1861, + "step": 6720 + }, + { + "epoch": 8.58, + "learning_rate": 0.00017583769633507852, + "loss": 0.3166, + "step": 6730 + }, + { + "epoch": 8.6, + "learning_rate": 0.0001756413612565445, + "loss": 0.2314, + "step": 6740 + }, + { + "epoch": 8.61, + "learning_rate": 0.00017544502617801043, + "loss": 0.1798, + "step": 6750 + }, + { + "epoch": 8.62, + "learning_rate": 0.00017524869109947645, + "loss": 0.1489, + "step": 6760 + }, + { + "epoch": 8.63, + "learning_rate": 0.00017505235602094239, + "loss": 0.171, + "step": 6770 + }, + { + "epoch": 8.65, + "learning_rate": 0.00017485602094240835, + "loss": 0.3342, + "step": 6780 + }, + { + "epoch": 8.66, + "learning_rate": 0.00017465968586387432, + "loss": 0.2143, + "step": 6790 + }, + { + "epoch": 8.67, + "learning_rate": 0.00017446335078534028, + "loss": 0.1682, + "step": 6800 + }, + { + "epoch": 8.67, + "eval_loss": 0.32393980026245117, + "eval_runtime": 1364.7581, + "eval_samples_per_second": 4.567, + "eval_steps_per_second": 0.572, + "eval_wer": 0.3800858720098139, + "step": 6800 + }, + { + "epoch": 8.69, + "learning_rate": 0.00017426701570680627, + "loss": 0.1393, + "step": 6810 + }, + { + "epoch": 8.7, + "learning_rate": 0.00017407068062827224, + "loss": 0.1638, + "step": 6820 + }, + { + "epoch": 8.71, + "learning_rate": 0.0001738743455497382, + "loss": 0.3465, + "step": 6830 + }, + { + "epoch": 8.72, + "learning_rate": 0.00017367801047120417, + "loss": 0.2254, + "step": 6840 + }, + { + "epoch": 8.74, + "learning_rate": 0.00017348167539267014, + "loss": 0.1721, + "step": 6850 + }, + { + "epoch": 8.75, + "learning_rate": 0.00017328534031413613, + "loss": 0.1507, + "step": 6860 + }, + { + "epoch": 8.76, + "learning_rate": 0.0001730890052356021, + "loss": 0.1939, + "step": 6870 + }, + { + "epoch": 8.77, + "learning_rate": 0.00017289267015706806, + "loss": 0.3321, + "step": 6880 + }, + { + "epoch": 8.79, + "learning_rate": 0.000172696335078534, + "loss": 0.2132, + "step": 6890 + }, + { + "epoch": 8.8, + "learning_rate": 0.00017249999999999996, + "loss": 0.1872, + "step": 6900 + }, + { + "epoch": 8.81, + "learning_rate": 0.00017230366492146596, + "loss": 0.1524, + "step": 6910 + }, + { + "epoch": 8.83, + "learning_rate": 0.00017210732984293192, + "loss": 0.1913, + "step": 6920 + }, + { + "epoch": 8.84, + "learning_rate": 0.0001719109947643979, + "loss": 0.322, + "step": 6930 + }, + { + "epoch": 8.85, + "learning_rate": 0.00017171465968586385, + "loss": 0.2124, + "step": 6940 + }, + { + "epoch": 8.86, + "learning_rate": 0.00017151832460732982, + "loss": 0.18, + "step": 6950 + }, + { + "epoch": 8.88, + "learning_rate": 0.0001713219895287958, + "loss": 0.133, + "step": 6960 + }, + { + "epoch": 8.89, + "learning_rate": 0.00017112565445026178, + "loss": 0.1686, + "step": 6970 + }, + { + "epoch": 8.9, + "learning_rate": 0.00017092931937172774, + "loss": 0.328, + "step": 6980 + }, + { + "epoch": 8.92, + "learning_rate": 0.0001707329842931937, + "loss": 0.2151, + "step": 6990 + }, + { + "epoch": 8.93, + "learning_rate": 0.00017053664921465965, + "loss": 0.1738, + "step": 7000 + }, + { + "epoch": 8.94, + "learning_rate": 0.00017034031413612567, + "loss": 0.1505, + "step": 7010 + }, + { + "epoch": 8.95, + "learning_rate": 0.0001701439790575916, + "loss": 0.1733, + "step": 7020 + }, + { + "epoch": 8.97, + "learning_rate": 0.00016994764397905757, + "loss": 0.3218, + "step": 7030 + }, + { + "epoch": 8.98, + "learning_rate": 0.00016975130890052354, + "loss": 0.1946, + "step": 7040 + }, + { + "epoch": 8.99, + "learning_rate": 0.0001695549738219895, + "loss": 0.1476, + "step": 7050 + }, + { + "epoch": 9.01, + "learning_rate": 0.00016935863874345547, + "loss": 0.267, + "step": 7060 + }, + { + "epoch": 9.02, + "learning_rate": 0.00016916230366492146, + "loss": 0.2029, + "step": 7070 + }, + { + "epoch": 9.03, + "learning_rate": 0.00016896596858638743, + "loss": 0.1506, + "step": 7080 + }, + { + "epoch": 9.04, + "learning_rate": 0.0001687696335078534, + "loss": 0.1325, + "step": 7090 + }, + { + "epoch": 9.06, + "learning_rate": 0.00016857329842931936, + "loss": 0.1385, + "step": 7100 + }, + { + "epoch": 9.07, + "learning_rate": 0.00016837696335078532, + "loss": 0.2153, + "step": 7110 + }, + { + "epoch": 9.08, + "learning_rate": 0.00016818062827225131, + "loss": 0.2034, + "step": 7120 + }, + { + "epoch": 9.09, + "learning_rate": 0.00016798429319371728, + "loss": 0.1632, + "step": 7130 + }, + { + "epoch": 9.11, + "learning_rate": 0.00016778795811518322, + "loss": 0.1309, + "step": 7140 + }, + { + "epoch": 9.12, + "learning_rate": 0.00016759162303664918, + "loss": 0.1267, + "step": 7150 + }, + { + "epoch": 9.13, + "learning_rate": 0.00016739528795811515, + "loss": 0.2547, + "step": 7160 + }, + { + "epoch": 9.15, + "learning_rate": 0.00016719895287958114, + "loss": 0.2026, + "step": 7170 + }, + { + "epoch": 9.16, + "learning_rate": 0.0001670026178010471, + "loss": 0.147, + "step": 7180 + }, + { + "epoch": 9.17, + "learning_rate": 0.00016680628272251307, + "loss": 0.1161, + "step": 7190 + }, + { + "epoch": 9.18, + "learning_rate": 0.00016660994764397904, + "loss": 0.1325, + "step": 7200 + }, + { + "epoch": 9.18, + "eval_loss": 0.34735119342803955, + "eval_runtime": 1369.1036, + "eval_samples_per_second": 4.553, + "eval_steps_per_second": 0.57, + "eval_wer": 0.38318990353339155, + "step": 7200 + }, + { + "epoch": 9.2, + "learning_rate": 0.000166413612565445, + "loss": 0.2826, + "step": 7210 + }, + { + "epoch": 9.21, + "learning_rate": 0.000166217277486911, + "loss": 0.2062, + "step": 7220 + }, + { + "epoch": 9.22, + "learning_rate": 0.00016602094240837696, + "loss": 0.1644, + "step": 7230 + }, + { + "epoch": 9.23, + "learning_rate": 0.00016582460732984293, + "loss": 0.143, + "step": 7240 + }, + { + "epoch": 9.25, + "learning_rate": 0.0001656282722513089, + "loss": 0.1266, + "step": 7250 + }, + { + "epoch": 9.26, + "learning_rate": 0.00016543193717277483, + "loss": 0.2596, + "step": 7260 + }, + { + "epoch": 9.27, + "learning_rate": 0.00016523560209424082, + "loss": 0.2224, + "step": 7270 + }, + { + "epoch": 9.29, + "learning_rate": 0.0001650392670157068, + "loss": 0.1756, + "step": 7280 + }, + { + "epoch": 9.3, + "learning_rate": 0.00016484293193717276, + "loss": 0.1324, + "step": 7290 + }, + { + "epoch": 9.31, + "learning_rate": 0.00016464659685863872, + "loss": 0.1286, + "step": 7300 + }, + { + "epoch": 9.32, + "learning_rate": 0.00016445026178010469, + "loss": 0.2256, + "step": 7310 + }, + { + "epoch": 9.34, + "learning_rate": 0.00016425392670157068, + "loss": 0.1991, + "step": 7320 + }, + { + "epoch": 9.35, + "learning_rate": 0.00016405759162303664, + "loss": 0.1505, + "step": 7330 + }, + { + "epoch": 9.36, + "learning_rate": 0.0001638612565445026, + "loss": 0.1245, + "step": 7340 + }, + { + "epoch": 9.37, + "learning_rate": 0.00016366492146596858, + "loss": 0.1287, + "step": 7350 + }, + { + "epoch": 9.39, + "learning_rate": 0.00016346858638743454, + "loss": 0.2492, + "step": 7360 + }, + { + "epoch": 9.4, + "learning_rate": 0.00016327225130890053, + "loss": 0.2291, + "step": 7370 + }, + { + "epoch": 9.41, + "learning_rate": 0.0001630759162303665, + "loss": 0.1614, + "step": 7380 + }, + { + "epoch": 9.43, + "learning_rate": 0.00016287958115183244, + "loss": 0.1247, + "step": 7390 + }, + { + "epoch": 9.44, + "learning_rate": 0.0001626832460732984, + "loss": 0.1307, + "step": 7400 + }, + { + "epoch": 9.45, + "learning_rate": 0.00016248691099476437, + "loss": 0.2721, + "step": 7410 + }, + { + "epoch": 9.46, + "learning_rate": 0.00016229057591623033, + "loss": 0.2251, + "step": 7420 + }, + { + "epoch": 9.48, + "learning_rate": 0.00016209424083769633, + "loss": 0.1712, + "step": 7430 + }, + { + "epoch": 9.49, + "learning_rate": 0.0001618979057591623, + "loss": 0.1193, + "step": 7440 + }, + { + "epoch": 9.5, + "learning_rate": 0.00016170157068062826, + "loss": 0.1309, + "step": 7450 + }, + { + "epoch": 9.51, + "learning_rate": 0.00016150523560209422, + "loss": 0.2234, + "step": 7460 + }, + { + "epoch": 9.53, + "learning_rate": 0.0001613089005235602, + "loss": 0.2045, + "step": 7470 + }, + { + "epoch": 9.54, + "learning_rate": 0.00016111256544502618, + "loss": 0.1753, + "step": 7480 + }, + { + "epoch": 9.55, + "learning_rate": 0.00016091623036649215, + "loss": 0.1531, + "step": 7490 + }, + { + "epoch": 9.57, + "learning_rate": 0.0001607198952879581, + "loss": 0.1207, + "step": 7500 + }, + { + "epoch": 9.58, + "learning_rate": 0.00016052356020942405, + "loss": 0.2653, + "step": 7510 + }, + { + "epoch": 9.59, + "learning_rate": 0.00016032722513089002, + "loss": 0.1977, + "step": 7520 + }, + { + "epoch": 9.6, + "learning_rate": 0.000160130890052356, + "loss": 0.1636, + "step": 7530 + }, + { + "epoch": 9.62, + "learning_rate": 0.00015993455497382197, + "loss": 0.1271, + "step": 7540 + }, + { + "epoch": 9.63, + "learning_rate": 0.00015973821989528794, + "loss": 0.1216, + "step": 7550 + }, + { + "epoch": 9.64, + "learning_rate": 0.0001595418848167539, + "loss": 0.2405, + "step": 7560 + }, + { + "epoch": 9.66, + "learning_rate": 0.00015934554973821987, + "loss": 0.2063, + "step": 7570 + }, + { + "epoch": 9.67, + "learning_rate": 0.00015914921465968586, + "loss": 0.1432, + "step": 7580 + }, + { + "epoch": 9.68, + "learning_rate": 0.00015895287958115183, + "loss": 0.1361, + "step": 7590 + }, + { + "epoch": 9.69, + "learning_rate": 0.0001587565445026178, + "loss": 0.1577, + "step": 7600 + }, + { + "epoch": 9.69, + "eval_loss": 0.32892361283302307, + "eval_runtime": 1370.6266, + "eval_samples_per_second": 4.548, + "eval_steps_per_second": 0.569, + "eval_wer": 0.38386832958495193, + "step": 7600 + }, + { + "epoch": 9.71, + "learning_rate": 0.00015856020942408376, + "loss": 0.2458, + "step": 7610 + }, + { + "epoch": 9.72, + "learning_rate": 0.00015836387434554973, + "loss": 0.2081, + "step": 7620 + }, + { + "epoch": 9.73, + "learning_rate": 0.00015816753926701572, + "loss": 0.1561, + "step": 7630 + }, + { + "epoch": 9.74, + "learning_rate": 0.00015797120418848168, + "loss": 0.121, + "step": 7640 + }, + { + "epoch": 9.76, + "learning_rate": 0.00015777486910994762, + "loss": 0.1425, + "step": 7650 + }, + { + "epoch": 9.77, + "learning_rate": 0.0001575785340314136, + "loss": 0.2933, + "step": 7660 + }, + { + "epoch": 9.78, + "learning_rate": 0.00015738219895287955, + "loss": 0.2143, + "step": 7670 + }, + { + "epoch": 9.8, + "learning_rate": 0.00015718586387434555, + "loss": 0.1709, + "step": 7680 + }, + { + "epoch": 9.81, + "learning_rate": 0.0001569895287958115, + "loss": 0.1308, + "step": 7690 + }, + { + "epoch": 9.82, + "learning_rate": 0.00015679319371727748, + "loss": 0.1145, + "step": 7700 + }, + { + "epoch": 9.83, + "learning_rate": 0.00015659685863874344, + "loss": 0.2629, + "step": 7710 + }, + { + "epoch": 9.85, + "learning_rate": 0.0001564005235602094, + "loss": 0.2246, + "step": 7720 + }, + { + "epoch": 9.86, + "learning_rate": 0.00015620418848167537, + "loss": 0.1456, + "step": 7730 + }, + { + "epoch": 9.87, + "learning_rate": 0.00015600785340314137, + "loss": 0.1331, + "step": 7740 + }, + { + "epoch": 9.88, + "learning_rate": 0.00015581151832460733, + "loss": 0.1219, + "step": 7750 + }, + { + "epoch": 9.9, + "learning_rate": 0.00015561518324607327, + "loss": 0.2413, + "step": 7760 + }, + { + "epoch": 9.91, + "learning_rate": 0.00015541884816753924, + "loss": 0.2153, + "step": 7770 + }, + { + "epoch": 9.92, + "learning_rate": 0.0001552225130890052, + "loss": 0.1605, + "step": 7780 + }, + { + "epoch": 9.94, + "learning_rate": 0.0001550261780104712, + "loss": 0.1282, + "step": 7790 + }, + { + "epoch": 9.95, + "learning_rate": 0.00015482984293193716, + "loss": 0.1246, + "step": 7800 + }, + { + "epoch": 9.96, + "learning_rate": 0.00015463350785340312, + "loss": 0.2416, + "step": 7810 + }, + { + "epoch": 9.97, + "learning_rate": 0.0001544371727748691, + "loss": 0.1857, + "step": 7820 + }, + { + "epoch": 9.99, + "learning_rate": 0.00015424083769633506, + "loss": 0.1353, + "step": 7830 + }, + { + "epoch": 10.0, + "learning_rate": 0.00015404450261780105, + "loss": 0.1872, + "step": 7840 + }, + { + "epoch": 10.01, + "learning_rate": 0.00015384816753926701, + "loss": 0.2413, + "step": 7850 + }, + { + "epoch": 10.03, + "learning_rate": 0.00015365183246073298, + "loss": 0.1483, + "step": 7860 + }, + { + "epoch": 10.04, + "learning_rate": 0.00015345549738219894, + "loss": 0.108, + "step": 7870 + }, + { + "epoch": 10.05, + "learning_rate": 0.00015325916230366488, + "loss": 0.1024, + "step": 7880 + }, + { + "epoch": 10.06, + "learning_rate": 0.0001530628272251309, + "loss": 0.1305, + "step": 7890 + }, + { + "epoch": 10.08, + "learning_rate": 0.00015286649214659684, + "loss": 0.2373, + "step": 7900 + }, + { + "epoch": 10.09, + "learning_rate": 0.0001526701570680628, + "loss": 0.138, + "step": 7910 + }, + { + "epoch": 10.1, + "learning_rate": 0.00015247382198952877, + "loss": 0.1215, + "step": 7920 + }, + { + "epoch": 10.11, + "learning_rate": 0.00015227748691099474, + "loss": 0.0984, + "step": 7930 + }, + { + "epoch": 10.13, + "learning_rate": 0.00015208115183246073, + "loss": 0.153, + "step": 7940 + }, + { + "epoch": 10.14, + "learning_rate": 0.0001518848167539267, + "loss": 0.2221, + "step": 7950 + }, + { + "epoch": 10.15, + "learning_rate": 0.00015168848167539266, + "loss": 0.1454, + "step": 7960 + }, + { + "epoch": 10.17, + "learning_rate": 0.00015149214659685863, + "loss": 0.1387, + "step": 7970 + }, + { + "epoch": 10.18, + "learning_rate": 0.0001512958115183246, + "loss": 0.1012, + "step": 7980 + }, + { + "epoch": 10.19, + "learning_rate": 0.00015109947643979059, + "loss": 0.1612, + "step": 7990 + }, + { + "epoch": 10.2, + "learning_rate": 0.00015090314136125655, + "loss": 0.2259, + "step": 8000 + }, + { + "epoch": 10.2, + "eval_loss": 0.3182670474052429, + "eval_runtime": 1403.678, + "eval_samples_per_second": 4.44, + "eval_steps_per_second": 0.556, + "eval_wer": 0.3755971078604487, + "step": 8000 + }, + { + "epoch": 10.22, + "learning_rate": 0.00015070680628272252, + "loss": 0.1496, + "step": 8010 + }, + { + "epoch": 10.23, + "learning_rate": 0.00015051047120418845, + "loss": 0.1166, + "step": 8020 + }, + { + "epoch": 10.24, + "learning_rate": 0.00015031413612565442, + "loss": 0.1027, + "step": 8030 + }, + { + "epoch": 10.25, + "learning_rate": 0.00015011780104712039, + "loss": 0.1577, + "step": 8040 + }, + { + "epoch": 10.27, + "learning_rate": 0.00014992146596858638, + "loss": 0.2267, + "step": 8050 + }, + { + "epoch": 10.28, + "learning_rate": 0.00014972513089005234, + "loss": 0.1527, + "step": 8060 + }, + { + "epoch": 10.29, + "learning_rate": 0.0001495287958115183, + "loss": 0.155, + "step": 8070 + }, + { + "epoch": 10.31, + "learning_rate": 0.00014933246073298428, + "loss": 0.1066, + "step": 8080 + }, + { + "epoch": 10.32, + "learning_rate": 0.00014913612565445024, + "loss": 0.1573, + "step": 8090 + }, + { + "epoch": 10.33, + "learning_rate": 0.0001489397905759162, + "loss": 0.2327, + "step": 8100 + }, + { + "epoch": 10.34, + "learning_rate": 0.0001487434554973822, + "loss": 0.1481, + "step": 8110 + }, + { + "epoch": 10.36, + "learning_rate": 0.00014854712041884816, + "loss": 0.1226, + "step": 8120 + }, + { + "epoch": 10.37, + "learning_rate": 0.0001483507853403141, + "loss": 0.1083, + "step": 8130 + }, + { + "epoch": 10.38, + "learning_rate": 0.0001481544502617801, + "loss": 0.1837, + "step": 8140 + }, + { + "epoch": 10.4, + "learning_rate": 0.00014795811518324606, + "loss": 0.2375, + "step": 8150 + }, + { + "epoch": 10.41, + "learning_rate": 0.00014776178010471203, + "loss": 0.1662, + "step": 8160 + }, + { + "epoch": 10.42, + "learning_rate": 0.000147565445026178, + "loss": 0.1381, + "step": 8170 + }, + { + "epoch": 10.43, + "learning_rate": 0.00014736910994764396, + "loss": 0.1059, + "step": 8180 + }, + { + "epoch": 10.45, + "learning_rate": 0.00014717277486910995, + "loss": 0.1407, + "step": 8190 + }, + { + "epoch": 10.46, + "learning_rate": 0.0001469764397905759, + "loss": 0.2118, + "step": 8200 + }, + { + "epoch": 10.47, + "learning_rate": 0.00014678010471204188, + "loss": 0.155, + "step": 8210 + }, + { + "epoch": 10.48, + "learning_rate": 0.00014658376963350785, + "loss": 0.1282, + "step": 8220 + }, + { + "epoch": 10.5, + "learning_rate": 0.0001463874345549738, + "loss": 0.105, + "step": 8230 + }, + { + "epoch": 10.51, + "learning_rate": 0.00014619109947643978, + "loss": 0.1696, + "step": 8240 + }, + { + "epoch": 10.52, + "learning_rate": 0.00014599476439790574, + "loss": 0.2137, + "step": 8250 + }, + { + "epoch": 10.54, + "learning_rate": 0.0001457984293193717, + "loss": 0.1468, + "step": 8260 + }, + { + "epoch": 10.55, + "learning_rate": 0.00014560209424083767, + "loss": 0.1105, + "step": 8270 + }, + { + "epoch": 10.56, + "learning_rate": 0.00014540575916230364, + "loss": 0.1082, + "step": 8280 + }, + { + "epoch": 10.57, + "learning_rate": 0.00014520942408376963, + "loss": 0.1443, + "step": 8290 + }, + { + "epoch": 10.59, + "learning_rate": 0.0001450130890052356, + "loss": 0.2309, + "step": 8300 + }, + { + "epoch": 10.6, + "learning_rate": 0.00014481675392670156, + "loss": 0.1469, + "step": 8310 + }, + { + "epoch": 10.61, + "learning_rate": 0.00014462041884816753, + "loss": 0.1148, + "step": 8320 + }, + { + "epoch": 10.62, + "learning_rate": 0.0001444240837696335, + "loss": 0.1147, + "step": 8330 + }, + { + "epoch": 10.64, + "learning_rate": 0.00014422774869109946, + "loss": 0.1584, + "step": 8340 + }, + { + "epoch": 10.65, + "learning_rate": 0.00014403141361256543, + "loss": 0.2482, + "step": 8350 + }, + { + "epoch": 10.66, + "learning_rate": 0.0001438547120418848, + "loss": 0.1481, + "step": 8360 + }, + { + "epoch": 10.68, + "learning_rate": 0.00014365837696335077, + "loss": 0.1099, + "step": 8370 + }, + { + "epoch": 10.69, + "learning_rate": 0.00014346204188481673, + "loss": 0.1048, + "step": 8380 + }, + { + "epoch": 10.7, + "learning_rate": 0.00014326570680628272, + "loss": 0.1322, + "step": 8390 + }, + { + "epoch": 10.71, + "learning_rate": 0.0001430693717277487, + "loss": 0.2473, + "step": 8400 + }, + { + "epoch": 10.71, + "eval_loss": 0.3132154941558838, + "eval_runtime": 1383.8655, + "eval_samples_per_second": 4.504, + "eval_steps_per_second": 0.564, + "eval_wer": 0.365420717087043, + "step": 8400 + }, + { + "epoch": 10.73, + "learning_rate": 0.00014287303664921463, + "loss": 0.1666, + "step": 8410 + }, + { + "epoch": 10.74, + "learning_rate": 0.00014267670157068062, + "loss": 0.1253, + "step": 8420 + }, + { + "epoch": 10.75, + "learning_rate": 0.00014248036649214659, + "loss": 0.1079, + "step": 8430 + }, + { + "epoch": 10.76, + "learning_rate": 0.00014228403141361255, + "loss": 0.1529, + "step": 8440 + }, + { + "epoch": 10.78, + "learning_rate": 0.00014208769633507852, + "loss": 0.2307, + "step": 8450 + }, + { + "epoch": 10.79, + "learning_rate": 0.00014189136125654448, + "loss": 0.1581, + "step": 8460 + }, + { + "epoch": 10.8, + "learning_rate": 0.00014169502617801047, + "loss": 0.1279, + "step": 8470 + }, + { + "epoch": 10.82, + "learning_rate": 0.0001414986910994764, + "loss": 0.1175, + "step": 8480 + }, + { + "epoch": 10.83, + "learning_rate": 0.0001413023560209424, + "loss": 0.1331, + "step": 8490 + }, + { + "epoch": 10.84, + "learning_rate": 0.00014110602094240837, + "loss": 0.2305, + "step": 8500 + }, + { + "epoch": 10.85, + "learning_rate": 0.00014090968586387434, + "loss": 0.1484, + "step": 8510 + }, + { + "epoch": 10.87, + "learning_rate": 0.0001407133507853403, + "loss": 0.1286, + "step": 8520 + }, + { + "epoch": 10.88, + "learning_rate": 0.00014051701570680627, + "loss": 0.1073, + "step": 8530 + }, + { + "epoch": 10.89, + "learning_rate": 0.00014032068062827226, + "loss": 0.1634, + "step": 8540 + }, + { + "epoch": 10.9, + "learning_rate": 0.0001401243455497382, + "loss": 0.2268, + "step": 8550 + }, + { + "epoch": 10.92, + "learning_rate": 0.00013992801047120416, + "loss": 0.1565, + "step": 8560 + }, + { + "epoch": 10.93, + "learning_rate": 0.00013973167539267016, + "loss": 0.1179, + "step": 8570 + }, + { + "epoch": 10.94, + "learning_rate": 0.00013953534031413612, + "loss": 0.1152, + "step": 8580 + }, + { + "epoch": 10.96, + "learning_rate": 0.0001393390052356021, + "loss": 0.1438, + "step": 8590 + }, + { + "epoch": 10.97, + "learning_rate": 0.00013914267015706805, + "loss": 0.206, + "step": 8600 + }, + { + "epoch": 10.98, + "learning_rate": 0.00013894633507853402, + "loss": 0.1249, + "step": 8610 + }, + { + "epoch": 10.99, + "learning_rate": 0.00013874999999999998, + "loss": 0.1218, + "step": 8620 + }, + { + "epoch": 11.01, + "learning_rate": 0.00013855366492146595, + "loss": 0.234, + "step": 8630 + }, + { + "epoch": 11.02, + "learning_rate": 0.00013835732984293192, + "loss": 0.1624, + "step": 8640 + }, + { + "epoch": 11.03, + "learning_rate": 0.0001381609947643979, + "loss": 0.1205, + "step": 8650 + }, + { + "epoch": 11.05, + "learning_rate": 0.00013796465968586385, + "loss": 0.085, + "step": 8660 + }, + { + "epoch": 11.06, + "learning_rate": 0.00013776832460732984, + "loss": 0.092, + "step": 8670 + }, + { + "epoch": 11.07, + "learning_rate": 0.0001375719895287958, + "loss": 0.1959, + "step": 8680 + }, + { + "epoch": 11.08, + "learning_rate": 0.00013737565445026177, + "loss": 0.1396, + "step": 8690 + }, + { + "epoch": 11.1, + "learning_rate": 0.00013717931937172774, + "loss": 0.1236, + "step": 8700 + }, + { + "epoch": 11.11, + "learning_rate": 0.0001369829842931937, + "loss": 0.0883, + "step": 8710 + }, + { + "epoch": 11.12, + "learning_rate": 0.00013678664921465967, + "loss": 0.1172, + "step": 8720 + }, + { + "epoch": 11.14, + "learning_rate": 0.00013659031413612563, + "loss": 0.2029, + "step": 8730 + }, + { + "epoch": 11.15, + "learning_rate": 0.0001363939790575916, + "loss": 0.1558, + "step": 8740 + }, + { + "epoch": 11.16, + "learning_rate": 0.0001361976439790576, + "loss": 0.1264, + "step": 8750 + }, + { + "epoch": 11.17, + "learning_rate": 0.00013600130890052356, + "loss": 0.1348, + "step": 8760 + }, + { + "epoch": 11.19, + "learning_rate": 0.00013580497382198952, + "loss": 0.1041, + "step": 8770 + }, + { + "epoch": 11.2, + "learning_rate": 0.0001356086387434555, + "loss": 0.1963, + "step": 8780 + }, + { + "epoch": 11.21, + "learning_rate": 0.00013541230366492145, + "loss": 0.1653, + "step": 8790 + }, + { + "epoch": 11.22, + "learning_rate": 0.00013521596858638742, + "loss": 0.1136, + "step": 8800 + }, + { + "epoch": 11.22, + "eval_loss": 0.32418695092201233, + "eval_runtime": 1389.9638, + "eval_samples_per_second": 4.484, + "eval_steps_per_second": 0.561, + "eval_wer": 0.3670192003866099, + "step": 8800 + }, + { + "epoch": 11.24, + "learning_rate": 0.00013501963350785338, + "loss": 0.0768, + "step": 8810 + }, + { + "epoch": 11.25, + "learning_rate": 0.00013482329842931935, + "loss": 0.1071, + "step": 8820 + }, + { + "epoch": 11.26, + "learning_rate": 0.00013462696335078534, + "loss": 0.227, + "step": 8830 + }, + { + "epoch": 11.28, + "learning_rate": 0.0001344306282722513, + "loss": 0.1728, + "step": 8840 + }, + { + "epoch": 11.29, + "learning_rate": 0.00013423429319371727, + "loss": 0.1197, + "step": 8850 + }, + { + "epoch": 11.3, + "learning_rate": 0.00013403795811518324, + "loss": 0.0868, + "step": 8860 + }, + { + "epoch": 11.31, + "learning_rate": 0.0001338416230366492, + "loss": 0.1066, + "step": 8870 + }, + { + "epoch": 11.33, + "learning_rate": 0.00013364528795811517, + "loss": 0.2165, + "step": 8880 + }, + { + "epoch": 11.34, + "learning_rate": 0.00013344895287958113, + "loss": 0.156, + "step": 8890 + }, + { + "epoch": 11.35, + "learning_rate": 0.0001332526178010471, + "loss": 0.1056, + "step": 8900 + }, + { + "epoch": 11.36, + "learning_rate": 0.0001330562827225131, + "loss": 0.0933, + "step": 8910 + }, + { + "epoch": 11.38, + "learning_rate": 0.00013285994764397903, + "loss": 0.1038, + "step": 8920 + }, + { + "epoch": 11.39, + "learning_rate": 0.00013266361256544502, + "loss": 0.1903, + "step": 8930 + }, + { + "epoch": 11.4, + "learning_rate": 0.000132467277486911, + "loss": 0.1476, + "step": 8940 + }, + { + "epoch": 11.42, + "learning_rate": 0.00013227094240837695, + "loss": 0.1059, + "step": 8950 + }, + { + "epoch": 11.43, + "learning_rate": 0.00013207460732984292, + "loss": 0.0914, + "step": 8960 + }, + { + "epoch": 11.44, + "learning_rate": 0.00013187827225130889, + "loss": 0.0847, + "step": 8970 + }, + { + "epoch": 11.45, + "learning_rate": 0.00013168193717277488, + "loss": 0.195, + "step": 8980 + }, + { + "epoch": 11.47, + "learning_rate": 0.00013148560209424082, + "loss": 0.1543, + "step": 8990 + }, + { + "epoch": 11.48, + "learning_rate": 0.00013128926701570678, + "loss": 0.1181, + "step": 9000 + }, + { + "epoch": 11.49, + "learning_rate": 0.00013109293193717278, + "loss": 0.087, + "step": 9010 + }, + { + "epoch": 11.5, + "learning_rate": 0.00013089659685863874, + "loss": 0.1129, + "step": 9020 + }, + { + "epoch": 11.52, + "learning_rate": 0.00013070026178010468, + "loss": 0.2049, + "step": 9030 + }, + { + "epoch": 11.53, + "learning_rate": 0.00013050392670157067, + "loss": 0.1522, + "step": 9040 + }, + { + "epoch": 11.54, + "learning_rate": 0.00013030759162303664, + "loss": 0.1233, + "step": 9050 + }, + { + "epoch": 11.56, + "learning_rate": 0.0001301112565445026, + "loss": 0.0912, + "step": 9060 + }, + { + "epoch": 11.57, + "learning_rate": 0.00012991492146596857, + "loss": 0.1359, + "step": 9070 + }, + { + "epoch": 11.58, + "learning_rate": 0.00012971858638743453, + "loss": 0.1982, + "step": 9080 + }, + { + "epoch": 11.59, + "learning_rate": 0.00012952225130890053, + "loss": 0.1522, + "step": 9090 + }, + { + "epoch": 11.61, + "learning_rate": 0.00012932591623036646, + "loss": 0.1168, + "step": 9100 + }, + { + "epoch": 11.62, + "learning_rate": 0.00012912958115183246, + "loss": 0.1026, + "step": 9110 + }, + { + "epoch": 11.63, + "learning_rate": 0.00012893324607329842, + "loss": 0.1052, + "step": 9120 + }, + { + "epoch": 11.64, + "learning_rate": 0.0001287369109947644, + "loss": 0.1982, + "step": 9130 + }, + { + "epoch": 11.66, + "learning_rate": 0.00012854057591623035, + "loss": 0.1349, + "step": 9140 + }, + { + "epoch": 11.67, + "learning_rate": 0.00012834424083769632, + "loss": 0.1233, + "step": 9150 + }, + { + "epoch": 11.68, + "learning_rate": 0.0001281479057591623, + "loss": 0.0937, + "step": 9160 + }, + { + "epoch": 11.7, + "learning_rate": 0.00012795157068062825, + "loss": 0.1107, + "step": 9170 + }, + { + "epoch": 11.71, + "learning_rate": 0.00012775523560209422, + "loss": 0.2197, + "step": 9180 + }, + { + "epoch": 11.72, + "learning_rate": 0.0001275589005235602, + "loss": 0.1378, + "step": 9190 + }, + { + "epoch": 11.73, + "learning_rate": 0.00012736256544502617, + "loss": 0.108, + "step": 9200 + }, + { + "epoch": 11.73, + "eval_loss": 0.3200973868370056, + "eval_runtime": 1388.3182, + "eval_samples_per_second": 4.49, + "eval_steps_per_second": 0.562, + "eval_wer": 0.36013271128789426, + "step": 9200 + }, + { + "epoch": 11.75, + "learning_rate": 0.00012716623036649214, + "loss": 0.0872, + "step": 9210 + }, + { + "epoch": 11.76, + "learning_rate": 0.0001269698952879581, + "loss": 0.0889, + "step": 9220 + }, + { + "epoch": 11.77, + "learning_rate": 0.00012677356020942407, + "loss": 0.2129, + "step": 9230 + }, + { + "epoch": 11.79, + "learning_rate": 0.00012657722513089004, + "loss": 0.155, + "step": 9240 + }, + { + "epoch": 11.8, + "learning_rate": 0.000126380890052356, + "loss": 0.1204, + "step": 9250 + }, + { + "epoch": 11.81, + "learning_rate": 0.00012618455497382197, + "loss": 0.0844, + "step": 9260 + }, + { + "epoch": 11.82, + "learning_rate": 0.00012598821989528796, + "loss": 0.0904, + "step": 9270 + }, + { + "epoch": 11.84, + "learning_rate": 0.00012579188481675393, + "loss": 0.2074, + "step": 9280 + }, + { + "epoch": 11.85, + "learning_rate": 0.0001255955497382199, + "loss": 0.141, + "step": 9290 + }, + { + "epoch": 11.86, + "learning_rate": 0.00012539921465968586, + "loss": 0.1134, + "step": 9300 + }, + { + "epoch": 11.87, + "learning_rate": 0.00012520287958115182, + "loss": 0.0848, + "step": 9310 + }, + { + "epoch": 11.89, + "learning_rate": 0.0001250065445026178, + "loss": 0.0929, + "step": 9320 + }, + { + "epoch": 11.9, + "learning_rate": 0.00012481020942408375, + "loss": 0.2138, + "step": 9330 + }, + { + "epoch": 11.91, + "learning_rate": 0.00012461387434554972, + "loss": 0.1591, + "step": 9340 + }, + { + "epoch": 11.93, + "learning_rate": 0.0001244175392670157, + "loss": 0.1118, + "step": 9350 + }, + { + "epoch": 11.94, + "learning_rate": 0.00012422120418848165, + "loss": 0.0923, + "step": 9360 + }, + { + "epoch": 11.95, + "learning_rate": 0.00012402486910994764, + "loss": 0.0974, + "step": 9370 + }, + { + "epoch": 11.96, + "learning_rate": 0.0001238285340314136, + "loss": 0.203, + "step": 9380 + }, + { + "epoch": 11.98, + "learning_rate": 0.00012363219895287957, + "loss": 0.1309, + "step": 9390 + }, + { + "epoch": 11.99, + "learning_rate": 0.00012343586387434554, + "loss": 0.1082, + "step": 9400 + }, + { + "epoch": 12.0, + "learning_rate": 0.0001232395287958115, + "loss": 0.1743, + "step": 9410 + }, + { + "epoch": 12.02, + "learning_rate": 0.00012304319371727747, + "loss": 0.21, + "step": 9420 + }, + { + "epoch": 12.03, + "learning_rate": 0.00012284685863874344, + "loss": 0.3056, + "step": 9430 + }, + { + "epoch": 12.04, + "learning_rate": 0.0001226505235602094, + "loss": 0.1672, + "step": 9440 + }, + { + "epoch": 12.05, + "learning_rate": 0.0001224541884816754, + "loss": 0.1673, + "step": 9450 + }, + { + "epoch": 12.07, + "learning_rate": 0.00012225785340314136, + "loss": 0.2128, + "step": 9460 + }, + { + "epoch": 12.08, + "learning_rate": 0.00012206151832460732, + "loss": 0.2115, + "step": 9470 + }, + { + "epoch": 12.09, + "learning_rate": 0.00012186518324607329, + "loss": 0.1185, + "step": 9480 + }, + { + "epoch": 12.1, + "learning_rate": 0.00012166884816753926, + "loss": 0.1009, + "step": 9490 + }, + { + "epoch": 12.12, + "learning_rate": 0.00012147251308900523, + "loss": 0.119, + "step": 9500 + }, + { + "epoch": 12.13, + "learning_rate": 0.00012127617801047119, + "loss": 0.1616, + "step": 9510 + }, + { + "epoch": 12.14, + "learning_rate": 0.00012107984293193715, + "loss": 0.2202, + "step": 9520 + }, + { + "epoch": 12.16, + "learning_rate": 0.00012088350785340313, + "loss": 0.2025, + "step": 9530 + }, + { + "epoch": 12.17, + "learning_rate": 0.0001206871727748691, + "loss": 0.1168, + "step": 9540 + }, + { + "epoch": 12.18, + "learning_rate": 0.00012049083769633508, + "loss": 0.1177, + "step": 9550 + }, + { + "epoch": 12.19, + "learning_rate": 0.00012029450261780104, + "loss": 0.1575, + "step": 9560 + }, + { + "epoch": 12.21, + "learning_rate": 0.00012009816753926699, + "loss": 0.1669, + "step": 9570 + }, + { + "epoch": 12.22, + "learning_rate": 0.00011990183246073297, + "loss": 0.1353, + "step": 9580 + }, + { + "epoch": 12.23, + "learning_rate": 0.00011970549738219894, + "loss": 0.0869, + "step": 9590 + }, + { + "epoch": 12.24, + "learning_rate": 0.00011950916230366492, + "loss": 0.0806, + "step": 9600 + }, + { + "epoch": 12.24, + "eval_loss": 0.3223347067832947, + "eval_runtime": 1383.3623, + "eval_samples_per_second": 4.506, + "eval_steps_per_second": 0.564, + "eval_wer": 0.36094124644523334, + "step": 9600 + }, + { + "epoch": 12.26, + "learning_rate": 0.00011931282722513088, + "loss": 0.1702, + "step": 9610 + }, + { + "epoch": 12.27, + "learning_rate": 0.00011911649214659685, + "loss": 0.1506, + "step": 9620 + }, + { + "epoch": 12.28, + "learning_rate": 0.00011892015706806283, + "loss": 0.1315, + "step": 9630 + }, + { + "epoch": 12.3, + "learning_rate": 0.00011872382198952878, + "loss": 0.0871, + "step": 9640 + }, + { + "epoch": 12.31, + "learning_rate": 0.00011852748691099476, + "loss": 0.0811, + "step": 9650 + }, + { + "epoch": 12.32, + "learning_rate": 0.00011833115183246072, + "loss": 0.1449, + "step": 9660 + }, + { + "epoch": 12.33, + "learning_rate": 0.00011813481675392669, + "loss": 0.1488, + "step": 9670 + }, + { + "epoch": 12.35, + "learning_rate": 0.00011793848167539267, + "loss": 0.0972, + "step": 9680 + }, + { + "epoch": 12.36, + "learning_rate": 0.00011774214659685863, + "loss": 0.0929, + "step": 9690 + }, + { + "epoch": 12.37, + "learning_rate": 0.00011754581151832459, + "loss": 0.0762, + "step": 9700 + }, + { + "epoch": 12.38, + "learning_rate": 0.00011734947643979056, + "loss": 0.1797, + "step": 9710 + }, + { + "epoch": 12.4, + "learning_rate": 0.00011715314136125653, + "loss": 0.1486, + "step": 9720 + }, + { + "epoch": 12.41, + "learning_rate": 0.00011695680628272251, + "loss": 0.116, + "step": 9730 + }, + { + "epoch": 12.42, + "learning_rate": 0.00011676047120418847, + "loss": 0.0983, + "step": 9740 + }, + { + "epoch": 12.44, + "learning_rate": 0.00011656413612565444, + "loss": 0.0728, + "step": 9750 + }, + { + "epoch": 12.45, + "learning_rate": 0.0001163678010471204, + "loss": 0.1737, + "step": 9760 + }, + { + "epoch": 12.46, + "learning_rate": 0.00011617146596858637, + "loss": 0.1463, + "step": 9770 + }, + { + "epoch": 12.47, + "learning_rate": 0.00011597513089005235, + "loss": 0.1184, + "step": 9780 + }, + { + "epoch": 12.49, + "learning_rate": 0.00011577879581151832, + "loss": 0.0799, + "step": 9790 + }, + { + "epoch": 12.5, + "learning_rate": 0.00011558246073298428, + "loss": 0.0929, + "step": 9800 + }, + { + "epoch": 12.51, + "learning_rate": 0.00011538612565445026, + "loss": 0.1463, + "step": 9810 + }, + { + "epoch": 12.53, + "learning_rate": 0.00011518979057591621, + "loss": 0.1509, + "step": 9820 + }, + { + "epoch": 12.54, + "learning_rate": 0.00011499345549738218, + "loss": 0.1234, + "step": 9830 + }, + { + "epoch": 12.55, + "learning_rate": 0.00011479712041884816, + "loss": 0.0917, + "step": 9840 + }, + { + "epoch": 12.56, + "learning_rate": 0.00011460078534031412, + "loss": 0.0729, + "step": 9850 + }, + { + "epoch": 12.58, + "learning_rate": 0.0001144044502617801, + "loss": 0.1627, + "step": 9860 + }, + { + "epoch": 12.59, + "learning_rate": 0.00011420811518324607, + "loss": 0.1522, + "step": 9870 + }, + { + "epoch": 12.6, + "learning_rate": 0.00011401178010471202, + "loss": 0.1176, + "step": 9880 + }, + { + "epoch": 12.61, + "learning_rate": 0.000113815445026178, + "loss": 0.0855, + "step": 9890 + }, + { + "epoch": 12.63, + "learning_rate": 0.00011361910994764396, + "loss": 0.0832, + "step": 9900 + }, + { + "epoch": 12.64, + "learning_rate": 0.00011342277486910994, + "loss": 0.1292, + "step": 9910 + }, + { + "epoch": 12.65, + "learning_rate": 0.00011322643979057591, + "loss": 0.1349, + "step": 9920 + }, + { + "epoch": 12.67, + "learning_rate": 0.00011303010471204187, + "loss": 0.1178, + "step": 9930 + }, + { + "epoch": 12.68, + "learning_rate": 0.00011283376963350785, + "loss": 0.096, + "step": 9940 + }, + { + "epoch": 12.69, + "learning_rate": 0.0001126374345549738, + "loss": 0.076, + "step": 9950 + }, + { + "epoch": 12.7, + "learning_rate": 0.00011244109947643978, + "loss": 0.1355, + "step": 9960 + }, + { + "epoch": 12.72, + "learning_rate": 0.00011224476439790575, + "loss": 0.1383, + "step": 9970 + }, + { + "epoch": 12.73, + "learning_rate": 0.00011204842931937171, + "loss": 0.1045, + "step": 9980 + }, + { + "epoch": 12.74, + "learning_rate": 0.0001118520942408377, + "loss": 0.109, + "step": 9990 + }, + { + "epoch": 12.75, + "learning_rate": 0.00011165575916230366, + "loss": 0.0896, + "step": 10000 + }, + { + "epoch": 12.75, + "eval_loss": 0.3228430449962616, + "eval_runtime": 1386.0119, + "eval_samples_per_second": 4.497, + "eval_steps_per_second": 0.563, + "eval_wer": 0.3584227058976599, + "step": 10000 + }, + { + "epoch": 12.77, + "learning_rate": 0.00011145942408376961, + "loss": 0.1356, + "step": 10010 + }, + { + "epoch": 12.78, + "learning_rate": 0.00011126308900523559, + "loss": 0.1624, + "step": 10020 + }, + { + "epoch": 12.79, + "learning_rate": 0.00011106675392670156, + "loss": 0.1019, + "step": 10030 + }, + { + "epoch": 12.81, + "learning_rate": 0.00011087041884816754, + "loss": 0.0846, + "step": 10040 + }, + { + "epoch": 12.82, + "learning_rate": 0.0001106740837696335, + "loss": 0.094, + "step": 10050 + }, + { + "epoch": 12.83, + "learning_rate": 0.00011047774869109947, + "loss": 0.1393, + "step": 10060 + }, + { + "epoch": 12.84, + "learning_rate": 0.00011028141361256545, + "loss": 0.1464, + "step": 10070 + }, + { + "epoch": 12.86, + "learning_rate": 0.0001100850785340314, + "loss": 0.1014, + "step": 10080 + }, + { + "epoch": 12.87, + "learning_rate": 0.00010988874345549738, + "loss": 0.0803, + "step": 10090 + }, + { + "epoch": 12.88, + "learning_rate": 0.00010969240837696334, + "loss": 0.0777, + "step": 10100 + }, + { + "epoch": 12.89, + "learning_rate": 0.00010949607329842931, + "loss": 0.1408, + "step": 10110 + }, + { + "epoch": 12.91, + "learning_rate": 0.00010929973821989529, + "loss": 0.1711, + "step": 10120 + }, + { + "epoch": 12.92, + "learning_rate": 0.00010910340314136125, + "loss": 0.113, + "step": 10130 + }, + { + "epoch": 12.93, + "learning_rate": 0.0001089070680628272, + "loss": 0.1114, + "step": 10140 + }, + { + "epoch": 12.95, + "learning_rate": 0.00010871073298429318, + "loss": 0.1093, + "step": 10150 + }, + { + "epoch": 12.96, + "learning_rate": 0.00010851439790575915, + "loss": 0.1327, + "step": 10160 + }, + { + "epoch": 12.97, + "learning_rate": 0.00010831806282722513, + "loss": 0.1347, + "step": 10170 + }, + { + "epoch": 12.98, + "learning_rate": 0.00010812172774869109, + "loss": 0.1042, + "step": 10180 + }, + { + "epoch": 13.0, + "learning_rate": 0.00010792539267015704, + "loss": 0.0947, + "step": 10190 + }, + { + "epoch": 13.01, + "learning_rate": 0.00010772905759162302, + "loss": 0.16, + "step": 10200 + }, + { + "epoch": 13.02, + "learning_rate": 0.00010753272251308899, + "loss": 0.0962, + "step": 10210 + }, + { + "epoch": 13.04, + "learning_rate": 0.00010733638743455497, + "loss": 0.0818, + "step": 10220 + }, + { + "epoch": 13.05, + "learning_rate": 0.00010714005235602093, + "loss": 0.0606, + "step": 10230 + }, + { + "epoch": 13.06, + "learning_rate": 0.0001069437172774869, + "loss": 0.0851, + "step": 10240 + }, + { + "epoch": 13.07, + "learning_rate": 0.00010674738219895288, + "loss": 0.1352, + "step": 10250 + }, + { + "epoch": 13.09, + "learning_rate": 0.00010655104712041883, + "loss": 0.1302, + "step": 10260 + }, + { + "epoch": 13.1, + "learning_rate": 0.00010635471204188481, + "loss": 0.0773, + "step": 10270 + }, + { + "epoch": 13.11, + "learning_rate": 0.00010615837696335078, + "loss": 0.0693, + "step": 10280 + }, + { + "epoch": 13.12, + "learning_rate": 0.00010596204188481674, + "loss": 0.09, + "step": 10290 + }, + { + "epoch": 13.14, + "learning_rate": 0.00010576570680628272, + "loss": 0.1407, + "step": 10300 + }, + { + "epoch": 13.15, + "learning_rate": 0.00010556937172774869, + "loss": 0.0946, + "step": 10310 + }, + { + "epoch": 13.16, + "learning_rate": 0.00010537303664921464, + "loss": 0.1019, + "step": 10320 + }, + { + "epoch": 13.18, + "learning_rate": 0.00010517670157068062, + "loss": 0.0695, + "step": 10330 + }, + { + "epoch": 13.19, + "learning_rate": 0.00010498036649214658, + "loss": 0.0646, + "step": 10340 + }, + { + "epoch": 13.2, + "learning_rate": 0.00010478403141361256, + "loss": 0.172, + "step": 10350 + }, + { + "epoch": 13.21, + "learning_rate": 0.00010458769633507853, + "loss": 0.124, + "step": 10360 + }, + { + "epoch": 13.23, + "learning_rate": 0.00010439136125654449, + "loss": 0.0795, + "step": 10370 + }, + { + "epoch": 13.24, + "learning_rate": 0.00010419502617801047, + "loss": 0.0558, + "step": 10380 + }, + { + "epoch": 13.25, + "learning_rate": 0.00010399869109947642, + "loss": 0.1036, + "step": 10390 + }, + { + "epoch": 13.27, + "learning_rate": 0.0001038023560209424, + "loss": 0.1642, + "step": 10400 + }, + { + "epoch": 13.27, + "eval_loss": 0.31404751539230347, + "eval_runtime": 1383.9286, + "eval_samples_per_second": 4.504, + "eval_steps_per_second": 0.564, + "eval_wer": 0.35470530287541124, + "step": 10400 + }, + { + "epoch": 13.28, + "learning_rate": 0.00010360602094240837, + "loss": 0.0981, + "step": 10410 + }, + { + "epoch": 13.29, + "learning_rate": 0.00010340968586387433, + "loss": 0.0742, + "step": 10420 + }, + { + "epoch": 13.3, + "learning_rate": 0.00010321335078534031, + "loss": 0.0704, + "step": 10430 + }, + { + "epoch": 13.32, + "learning_rate": 0.00010301701570680628, + "loss": 0.0831, + "step": 10440 + }, + { + "epoch": 13.33, + "learning_rate": 0.00010282068062827226, + "loss": 0.1788, + "step": 10450 + }, + { + "epoch": 13.34, + "learning_rate": 0.00010262434554973821, + "loss": 0.0991, + "step": 10460 + }, + { + "epoch": 13.35, + "learning_rate": 0.00010242801047120417, + "loss": 0.0738, + "step": 10470 + }, + { + "epoch": 13.37, + "learning_rate": 0.00010223167539267015, + "loss": 0.0683, + "step": 10480 + }, + { + "epoch": 13.38, + "learning_rate": 0.00010203534031413612, + "loss": 0.092, + "step": 10490 + }, + { + "epoch": 13.39, + "learning_rate": 0.00010183900523560208, + "loss": 0.1525, + "step": 10500 + }, + { + "epoch": 13.41, + "learning_rate": 0.00010164267015706806, + "loss": 0.0986, + "step": 10510 + }, + { + "epoch": 13.42, + "learning_rate": 0.00010144633507853402, + "loss": 0.0983, + "step": 10520 + }, + { + "epoch": 13.43, + "learning_rate": 0.00010125, + "loss": 0.0717, + "step": 10530 + }, + { + "epoch": 13.44, + "learning_rate": 0.00010105366492146596, + "loss": 0.1029, + "step": 10540 + }, + { + "epoch": 13.46, + "learning_rate": 0.00010085732984293193, + "loss": 0.1707, + "step": 10550 + }, + { + "epoch": 13.47, + "learning_rate": 0.0001006609947643979, + "loss": 0.1133, + "step": 10560 + }, + { + "epoch": 13.48, + "learning_rate": 0.00010046465968586386, + "loss": 0.0857, + "step": 10570 + }, + { + "epoch": 13.49, + "learning_rate": 0.00010026832460732984, + "loss": 0.0829, + "step": 10580 + }, + { + "epoch": 13.51, + "learning_rate": 0.0001000719895287958, + "loss": 0.0756, + "step": 10590 + }, + { + "epoch": 13.52, + "learning_rate": 9.987565445026177e-05, + "loss": 0.1354, + "step": 10600 + }, + { + "epoch": 13.53, + "learning_rate": 9.967931937172775e-05, + "loss": 0.1232, + "step": 10610 + }, + { + "epoch": 13.55, + "learning_rate": 9.948298429319371e-05, + "loss": 0.0701, + "step": 10620 + }, + { + "epoch": 13.56, + "learning_rate": 9.928664921465966e-05, + "loss": 0.0669, + "step": 10630 + }, + { + "epoch": 13.57, + "learning_rate": 9.909031413612564e-05, + "loss": 0.0764, + "step": 10640 + }, + { + "epoch": 13.58, + "learning_rate": 9.889397905759161e-05, + "loss": 0.1572, + "step": 10650 + }, + { + "epoch": 13.6, + "learning_rate": 9.869764397905759e-05, + "loss": 0.1071, + "step": 10660 + }, + { + "epoch": 13.61, + "learning_rate": 9.850130890052355e-05, + "loss": 0.0868, + "step": 10670 + }, + { + "epoch": 13.62, + "learning_rate": 9.830497382198952e-05, + "loss": 0.0591, + "step": 10680 + }, + { + "epoch": 13.63, + "learning_rate": 9.81086387434555e-05, + "loss": 0.0771, + "step": 10690 + }, + { + "epoch": 13.65, + "learning_rate": 9.791230366492145e-05, + "loss": 0.1548, + "step": 10700 + }, + { + "epoch": 13.66, + "learning_rate": 9.771596858638743e-05, + "loss": 0.1099, + "step": 10710 + }, + { + "epoch": 13.67, + "learning_rate": 9.75196335078534e-05, + "loss": 0.0738, + "step": 10720 + }, + { + "epoch": 13.69, + "learning_rate": 9.732329842931936e-05, + "loss": 0.0612, + "step": 10730 + }, + { + "epoch": 13.7, + "learning_rate": 9.712696335078534e-05, + "loss": 0.0785, + "step": 10740 + }, + { + "epoch": 13.71, + "learning_rate": 9.69306282722513e-05, + "loss": 0.1613, + "step": 10750 + }, + { + "epoch": 13.72, + "learning_rate": 9.673429319371728e-05, + "loss": 0.1243, + "step": 10760 + }, + { + "epoch": 13.74, + "learning_rate": 9.653795811518323e-05, + "loss": 0.0786, + "step": 10770 + }, + { + "epoch": 13.75, + "learning_rate": 9.63416230366492e-05, + "loss": 0.0768, + "step": 10780 + }, + { + "epoch": 13.76, + "learning_rate": 9.614528795811518e-05, + "loss": 0.0827, + "step": 10790 + }, + { + "epoch": 13.77, + "learning_rate": 9.596858638743454e-05, + "loss": 0.1442, + "step": 10800 + }, + { + "epoch": 13.77, + "eval_loss": 0.32345089316368103, + "eval_runtime": 1390.3928, + "eval_samples_per_second": 4.483, + "eval_steps_per_second": 0.561, + "eval_wer": 0.3538781807029609, + "step": 10800 + }, + { + "epoch": 13.79, + "learning_rate": 9.577225130890052e-05, + "loss": 0.0933, + "step": 10810 + }, + { + "epoch": 13.8, + "learning_rate": 9.557591623036648e-05, + "loss": 0.0823, + "step": 10820 + }, + { + "epoch": 13.81, + "learning_rate": 9.537958115183245e-05, + "loss": 0.0629, + "step": 10830 + }, + { + "epoch": 13.83, + "learning_rate": 9.518324607329843e-05, + "loss": 0.0832, + "step": 10840 + }, + { + "epoch": 13.84, + "learning_rate": 9.498691099476438e-05, + "loss": 0.1491, + "step": 10850 + }, + { + "epoch": 13.85, + "learning_rate": 9.479057591623036e-05, + "loss": 0.1078, + "step": 10860 + }, + { + "epoch": 13.86, + "learning_rate": 9.459424083769633e-05, + "loss": 0.0803, + "step": 10870 + }, + { + "epoch": 13.88, + "learning_rate": 9.439790575916229e-05, + "loss": 0.0586, + "step": 10880 + }, + { + "epoch": 13.89, + "learning_rate": 9.420157068062827e-05, + "loss": 0.0819, + "step": 10890 + }, + { + "epoch": 13.9, + "learning_rate": 9.400523560209424e-05, + "loss": 0.1389, + "step": 10900 + }, + { + "epoch": 13.92, + "learning_rate": 9.380890052356019e-05, + "loss": 0.0924, + "step": 10910 + }, + { + "epoch": 13.93, + "learning_rate": 9.361256544502617e-05, + "loss": 0.0742, + "step": 10920 + }, + { + "epoch": 13.94, + "learning_rate": 9.341623036649213e-05, + "loss": 0.0649, + "step": 10930 + }, + { + "epoch": 13.95, + "learning_rate": 9.321989528795811e-05, + "loss": 0.0649, + "step": 10940 + }, + { + "epoch": 13.97, + "learning_rate": 9.302356020942408e-05, + "loss": 0.1502, + "step": 10950 + }, + { + "epoch": 13.98, + "learning_rate": 9.282722513089004e-05, + "loss": 0.1182, + "step": 10960 + }, + { + "epoch": 13.99, + "learning_rate": 9.263089005235602e-05, + "loss": 0.0694, + "step": 10970 + }, + { + "epoch": 14.01, + "learning_rate": 9.243455497382197e-05, + "loss": 0.1236, + "step": 10980 + }, + { + "epoch": 14.02, + "learning_rate": 9.223821989528795e-05, + "loss": 0.1018, + "step": 10990 + }, + { + "epoch": 14.03, + "learning_rate": 9.204188481675392e-05, + "loss": 0.0713, + "step": 11000 + }, + { + "epoch": 14.04, + "learning_rate": 9.184554973821988e-05, + "loss": 0.0553, + "step": 11010 + }, + { + "epoch": 14.06, + "learning_rate": 9.164921465968586e-05, + "loss": 0.0649, + "step": 11020 + }, + { + "epoch": 14.07, + "learning_rate": 9.145287958115183e-05, + "loss": 0.1469, + "step": 11030 + }, + { + "epoch": 14.08, + "learning_rate": 9.125654450261781e-05, + "loss": 0.097, + "step": 11040 + }, + { + "epoch": 14.09, + "learning_rate": 9.106020942408376e-05, + "loss": 0.0752, + "step": 11050 + }, + { + "epoch": 14.11, + "learning_rate": 9.086387434554972e-05, + "loss": 0.0726, + "step": 11060 + }, + { + "epoch": 14.12, + "learning_rate": 9.06675392670157e-05, + "loss": 0.06, + "step": 11070 + }, + { + "epoch": 14.13, + "learning_rate": 9.047120418848167e-05, + "loss": 0.1317, + "step": 11080 + }, + { + "epoch": 14.15, + "learning_rate": 9.027486910994763e-05, + "loss": 0.111, + "step": 11090 + }, + { + "epoch": 14.16, + "learning_rate": 9.00785340314136e-05, + "loss": 0.0702, + "step": 11100 + }, + { + "epoch": 14.17, + "learning_rate": 8.988219895287957e-05, + "loss": 0.0717, + "step": 11110 + }, + { + "epoch": 14.18, + "learning_rate": 8.968586387434555e-05, + "loss": 0.0589, + "step": 11120 + }, + { + "epoch": 14.2, + "learning_rate": 8.948952879581151e-05, + "loss": 0.1209, + "step": 11130 + }, + { + "epoch": 14.21, + "learning_rate": 8.929319371727748e-05, + "loss": 0.1063, + "step": 11140 + }, + { + "epoch": 14.22, + "learning_rate": 8.909685863874346e-05, + "loss": 0.0738, + "step": 11150 + }, + { + "epoch": 14.23, + "learning_rate": 8.890052356020941e-05, + "loss": 0.0619, + "step": 11160 + }, + { + "epoch": 14.25, + "learning_rate": 8.870418848167539e-05, + "loss": 0.0791, + "step": 11170 + }, + { + "epoch": 14.26, + "learning_rate": 8.850785340314135e-05, + "loss": 0.1179, + "step": 11180 + }, + { + "epoch": 14.27, + "learning_rate": 8.831151832460732e-05, + "loss": 0.1212, + "step": 11190 + }, + { + "epoch": 14.29, + "learning_rate": 8.81151832460733e-05, + "loss": 0.0802, + "step": 11200 + }, + { + "epoch": 14.29, + "eval_loss": 0.31754833459854126, + "eval_runtime": 1384.3252, + "eval_samples_per_second": 4.503, + "eval_steps_per_second": 0.563, + "eval_wer": 0.355300087358971, + "step": 11200 + }, + { + "epoch": 14.3, + "learning_rate": 8.791884816753926e-05, + "loss": 0.0919, + "step": 11210 + }, + { + "epoch": 14.31, + "learning_rate": 8.772251308900521e-05, + "loss": 0.0681, + "step": 11220 + }, + { + "epoch": 14.32, + "learning_rate": 8.752617801047119e-05, + "loss": 0.117, + "step": 11230 + }, + { + "epoch": 14.34, + "learning_rate": 8.732984293193716e-05, + "loss": 0.0968, + "step": 11240 + }, + { + "epoch": 14.35, + "learning_rate": 8.713350785340314e-05, + "loss": 0.0739, + "step": 11250 + }, + { + "epoch": 14.36, + "learning_rate": 8.69371727748691e-05, + "loss": 0.0634, + "step": 11260 + }, + { + "epoch": 14.37, + "learning_rate": 8.674083769633507e-05, + "loss": 0.0747, + "step": 11270 + }, + { + "epoch": 14.39, + "learning_rate": 8.654450261780105e-05, + "loss": 0.1164, + "step": 11280 + }, + { + "epoch": 14.4, + "learning_rate": 8.6348167539267e-05, + "loss": 0.1129, + "step": 11290 + }, + { + "epoch": 14.41, + "learning_rate": 8.615183246073298e-05, + "loss": 0.0753, + "step": 11300 + }, + { + "epoch": 14.43, + "learning_rate": 8.595549738219894e-05, + "loss": 0.0701, + "step": 11310 + }, + { + "epoch": 14.44, + "learning_rate": 8.575916230366491e-05, + "loss": 0.052, + "step": 11320 + }, + { + "epoch": 14.45, + "learning_rate": 8.556282722513089e-05, + "loss": 0.1002, + "step": 11330 + }, + { + "epoch": 14.46, + "learning_rate": 8.536649214659685e-05, + "loss": 0.0917, + "step": 11340 + }, + { + "epoch": 14.48, + "learning_rate": 8.517015706806283e-05, + "loss": 0.0726, + "step": 11350 + }, + { + "epoch": 14.49, + "learning_rate": 8.497382198952879e-05, + "loss": 0.067, + "step": 11360 + }, + { + "epoch": 14.5, + "learning_rate": 8.477748691099475e-05, + "loss": 0.0645, + "step": 11370 + }, + { + "epoch": 14.51, + "learning_rate": 8.458115183246073e-05, + "loss": 0.1364, + "step": 11380 + }, + { + "epoch": 14.53, + "learning_rate": 8.43848167539267e-05, + "loss": 0.0968, + "step": 11390 + }, + { + "epoch": 14.54, + "learning_rate": 8.418848167539266e-05, + "loss": 0.0748, + "step": 11400 + }, + { + "epoch": 14.55, + "learning_rate": 8.399214659685864e-05, + "loss": 0.0618, + "step": 11410 + }, + { + "epoch": 14.57, + "learning_rate": 8.379581151832459e-05, + "loss": 0.0567, + "step": 11420 + }, + { + "epoch": 14.58, + "learning_rate": 8.359947643979057e-05, + "loss": 0.1112, + "step": 11430 + }, + { + "epoch": 14.59, + "learning_rate": 8.340314136125654e-05, + "loss": 0.0968, + "step": 11440 + }, + { + "epoch": 14.6, + "learning_rate": 8.32068062827225e-05, + "loss": 0.0884, + "step": 11450 + }, + { + "epoch": 14.62, + "learning_rate": 8.301047120418848e-05, + "loss": 0.0634, + "step": 11460 + }, + { + "epoch": 14.63, + "learning_rate": 8.281413612565445e-05, + "loss": 0.0711, + "step": 11470 + }, + { + "epoch": 14.64, + "learning_rate": 8.261780104712041e-05, + "loss": 0.1249, + "step": 11480 + }, + { + "epoch": 14.66, + "learning_rate": 8.242146596858638e-05, + "loss": 0.0923, + "step": 11490 + }, + { + "epoch": 14.67, + "learning_rate": 8.222513089005234e-05, + "loss": 0.0704, + "step": 11500 + }, + { + "epoch": 14.68, + "learning_rate": 8.202879581151832e-05, + "loss": 0.056, + "step": 11510 + }, + { + "epoch": 14.69, + "learning_rate": 8.183246073298429e-05, + "loss": 0.071, + "step": 11520 + }, + { + "epoch": 14.71, + "learning_rate": 8.163612565445027e-05, + "loss": 0.1171, + "step": 11530 + }, + { + "epoch": 14.72, + "learning_rate": 8.143979057591622e-05, + "loss": 0.0949, + "step": 11540 + }, + { + "epoch": 14.73, + "learning_rate": 8.124345549738218e-05, + "loss": 0.0845, + "step": 11550 + }, + { + "epoch": 14.74, + "learning_rate": 8.104712041884816e-05, + "loss": 0.0607, + "step": 11560 + }, + { + "epoch": 14.76, + "learning_rate": 8.085078534031413e-05, + "loss": 0.0529, + "step": 11570 + }, + { + "epoch": 14.77, + "learning_rate": 8.06544502617801e-05, + "loss": 0.1006, + "step": 11580 + }, + { + "epoch": 14.78, + "learning_rate": 8.045811518324607e-05, + "loss": 0.1075, + "step": 11590 + }, + { + "epoch": 14.8, + "learning_rate": 8.026178010471203e-05, + "loss": 0.0747, + "step": 11600 + }, + { + "epoch": 14.8, + "eval_loss": 0.3126291334629059, + "eval_runtime": 1382.4429, + "eval_samples_per_second": 4.509, + "eval_steps_per_second": 0.564, + "eval_wer": 0.35120165052694186, + "step": 11600 + }, + { + "epoch": 14.81, + "learning_rate": 8.0065445026178e-05, + "loss": 0.0557, + "step": 11610 + }, + { + "epoch": 14.82, + "learning_rate": 7.986910994764397e-05, + "loss": 0.0556, + "step": 11620 + }, + { + "epoch": 14.83, + "learning_rate": 7.967277486910994e-05, + "loss": 0.1105, + "step": 11630 + }, + { + "epoch": 14.85, + "learning_rate": 7.947643979057591e-05, + "loss": 0.1135, + "step": 11640 + }, + { + "epoch": 14.86, + "learning_rate": 7.928010471204188e-05, + "loss": 0.0807, + "step": 11650 + }, + { + "epoch": 14.87, + "learning_rate": 7.908376963350786e-05, + "loss": 0.0482, + "step": 11660 + }, + { + "epoch": 14.88, + "learning_rate": 7.888743455497381e-05, + "loss": 0.0626, + "step": 11670 + }, + { + "epoch": 14.9, + "learning_rate": 7.869109947643978e-05, + "loss": 0.1127, + "step": 11680 + }, + { + "epoch": 14.91, + "learning_rate": 7.849476439790576e-05, + "loss": 0.1054, + "step": 11690 + }, + { + "epoch": 14.92, + "learning_rate": 7.829842931937172e-05, + "loss": 0.066, + "step": 11700 + }, + { + "epoch": 14.94, + "learning_rate": 7.810209424083769e-05, + "loss": 0.0679, + "step": 11710 + }, + { + "epoch": 14.95, + "learning_rate": 7.790575916230367e-05, + "loss": 0.0637, + "step": 11720 + }, + { + "epoch": 14.96, + "learning_rate": 7.770942408376962e-05, + "loss": 0.1381, + "step": 11730 + }, + { + "epoch": 14.97, + "learning_rate": 7.75130890052356e-05, + "loss": 0.0937, + "step": 11740 + }, + { + "epoch": 14.99, + "learning_rate": 7.731675392670156e-05, + "loss": 0.0717, + "step": 11750 + }, + { + "epoch": 15.0, + "learning_rate": 7.712041884816753e-05, + "loss": 0.095, + "step": 11760 + }, + { + "epoch": 15.01, + "learning_rate": 7.692408376963351e-05, + "loss": 0.1343, + "step": 11770 + }, + { + "epoch": 15.03, + "learning_rate": 7.672774869109947e-05, + "loss": 0.0884, + "step": 11780 + }, + { + "epoch": 15.04, + "learning_rate": 7.653141361256545e-05, + "loss": 0.0723, + "step": 11790 + }, + { + "epoch": 15.05, + "learning_rate": 7.63350785340314e-05, + "loss": 0.0467, + "step": 11800 + }, + { + "epoch": 15.06, + "learning_rate": 7.613874345549737e-05, + "loss": 0.0778, + "step": 11810 + }, + { + "epoch": 15.08, + "learning_rate": 7.594240837696335e-05, + "loss": 0.1112, + "step": 11820 + }, + { + "epoch": 15.09, + "learning_rate": 7.574607329842931e-05, + "loss": 0.0688, + "step": 11830 + }, + { + "epoch": 15.1, + "learning_rate": 7.554973821989529e-05, + "loss": 0.0585, + "step": 11840 + }, + { + "epoch": 15.11, + "learning_rate": 7.535340314136126e-05, + "loss": 0.0498, + "step": 11850 + }, + { + "epoch": 15.13, + "learning_rate": 7.515706806282721e-05, + "loss": 0.0813, + "step": 11860 + }, + { + "epoch": 15.14, + "learning_rate": 7.496073298429319e-05, + "loss": 0.1015, + "step": 11870 + }, + { + "epoch": 15.15, + "learning_rate": 7.476439790575915e-05, + "loss": 0.069, + "step": 11880 + }, + { + "epoch": 15.17, + "learning_rate": 7.456806282722512e-05, + "loss": 0.0532, + "step": 11890 + }, + { + "epoch": 15.18, + "learning_rate": 7.43717277486911e-05, + "loss": 0.0622, + "step": 11900 + }, + { + "epoch": 15.19, + "learning_rate": 7.417539267015705e-05, + "loss": 0.0698, + "step": 11910 + }, + { + "epoch": 15.2, + "learning_rate": 7.397905759162303e-05, + "loss": 0.1128, + "step": 11920 + }, + { + "epoch": 15.22, + "learning_rate": 7.3782722513089e-05, + "loss": 0.0657, + "step": 11930 + }, + { + "epoch": 15.23, + "learning_rate": 7.358638743455497e-05, + "loss": 0.0584, + "step": 11940 + }, + { + "epoch": 15.24, + "learning_rate": 7.339005235602094e-05, + "loss": 0.0561, + "step": 11950 + }, + { + "epoch": 15.25, + "learning_rate": 7.31937172774869e-05, + "loss": 0.0761, + "step": 11960 + }, + { + "epoch": 15.27, + "learning_rate": 7.299738219895287e-05, + "loss": 0.1219, + "step": 11970 + }, + { + "epoch": 15.28, + "learning_rate": 7.280104712041884e-05, + "loss": 0.0777, + "step": 11980 + }, + { + "epoch": 15.29, + "learning_rate": 7.260471204188482e-05, + "loss": 0.0567, + "step": 11990 + }, + { + "epoch": 15.31, + "learning_rate": 7.240837696335078e-05, + "loss": 0.0488, + "step": 12000 + }, + { + "epoch": 15.31, + "eval_loss": 0.3291836977005005, + "eval_runtime": 1380.3865, + "eval_samples_per_second": 4.515, + "eval_steps_per_second": 0.565, + "eval_wer": 0.3524655675545064, + "step": 12000 + }, + { + "epoch": 15.32, + "learning_rate": 7.221204188481675e-05, + "loss": 0.0753, + "step": 12010 + }, + { + "epoch": 15.33, + "learning_rate": 7.201570680628271e-05, + "loss": 0.1031, + "step": 12020 + }, + { + "epoch": 15.34, + "learning_rate": 7.181937172774869e-05, + "loss": 0.0711, + "step": 12030 + }, + { + "epoch": 15.36, + "learning_rate": 7.162303664921466e-05, + "loss": 0.0655, + "step": 12040 + }, + { + "epoch": 15.37, + "learning_rate": 7.142670157068062e-05, + "loss": 0.0674, + "step": 12050 + }, + { + "epoch": 15.38, + "learning_rate": 7.123036649214659e-05, + "loss": 0.088, + "step": 12060 + }, + { + "epoch": 15.4, + "learning_rate": 7.103403141361255e-05, + "loss": 0.1097, + "step": 12070 + }, + { + "epoch": 15.41, + "learning_rate": 7.083769633507853e-05, + "loss": 0.0689, + "step": 12080 + }, + { + "epoch": 15.42, + "learning_rate": 7.06413612565445e-05, + "loss": 0.0644, + "step": 12090 + }, + { + "epoch": 15.43, + "learning_rate": 7.044502617801046e-05, + "loss": 0.0761, + "step": 12100 + }, + { + "epoch": 15.45, + "learning_rate": 7.024869109947643e-05, + "loss": 0.0737, + "step": 12110 + }, + { + "epoch": 15.46, + "learning_rate": 7.005235602094241e-05, + "loss": 0.1212, + "step": 12120 + }, + { + "epoch": 15.47, + "learning_rate": 6.985602094240837e-05, + "loss": 0.0697, + "step": 12130 + }, + { + "epoch": 15.48, + "learning_rate": 6.965968586387434e-05, + "loss": 0.0638, + "step": 12140 + }, + { + "epoch": 15.5, + "learning_rate": 6.94633507853403e-05, + "loss": 0.0528, + "step": 12150 + }, + { + "epoch": 15.51, + "learning_rate": 6.926701570680628e-05, + "loss": 0.0708, + "step": 12160 + }, + { + "epoch": 15.52, + "learning_rate": 6.907068062827225e-05, + "loss": 0.1115, + "step": 12170 + }, + { + "epoch": 15.54, + "learning_rate": 6.887434554973822e-05, + "loss": 0.0655, + "step": 12180 + }, + { + "epoch": 15.55, + "learning_rate": 6.867801047120418e-05, + "loss": 0.0758, + "step": 12190 + }, + { + "epoch": 15.56, + "learning_rate": 6.848167539267015e-05, + "loss": 0.0523, + "step": 12200 + }, + { + "epoch": 15.57, + "learning_rate": 6.828534031413613e-05, + "loss": 0.0895, + "step": 12210 + }, + { + "epoch": 15.59, + "learning_rate": 6.808900523560209e-05, + "loss": 0.1052, + "step": 12220 + }, + { + "epoch": 15.6, + "learning_rate": 6.789267015706806e-05, + "loss": 0.0912, + "step": 12230 + }, + { + "epoch": 15.61, + "learning_rate": 6.769633507853402e-05, + "loss": 0.0766, + "step": 12240 + }, + { + "epoch": 15.62, + "learning_rate": 6.75e-05, + "loss": 0.0611, + "step": 12250 + }, + { + "epoch": 15.64, + "learning_rate": 6.730366492146597e-05, + "loss": 0.0664, + "step": 12260 + }, + { + "epoch": 15.65, + "learning_rate": 6.710732984293193e-05, + "loss": 0.1003, + "step": 12270 + }, + { + "epoch": 15.66, + "learning_rate": 6.69109947643979e-05, + "loss": 0.0887, + "step": 12280 + }, + { + "epoch": 15.68, + "learning_rate": 6.671465968586386e-05, + "loss": 0.0607, + "step": 12290 + }, + { + "epoch": 15.69, + "learning_rate": 6.651832460732984e-05, + "loss": 0.0469, + "step": 12300 + }, + { + "epoch": 15.7, + "learning_rate": 6.632198952879581e-05, + "loss": 0.0721, + "step": 12310 + }, + { + "epoch": 15.71, + "learning_rate": 6.612565445026177e-05, + "loss": 0.1212, + "step": 12320 + }, + { + "epoch": 15.73, + "learning_rate": 6.592931937172774e-05, + "loss": 0.0689, + "step": 12330 + }, + { + "epoch": 15.74, + "learning_rate": 6.573298429319372e-05, + "loss": 0.0611, + "step": 12340 + }, + { + "epoch": 15.75, + "learning_rate": 6.553664921465968e-05, + "loss": 0.0441, + "step": 12350 + }, + { + "epoch": 15.76, + "learning_rate": 6.534031413612565e-05, + "loss": 0.0695, + "step": 12360 + }, + { + "epoch": 15.78, + "learning_rate": 6.514397905759161e-05, + "loss": 0.1082, + "step": 12370 + }, + { + "epoch": 15.79, + "learning_rate": 6.49476439790576e-05, + "loss": 0.0793, + "step": 12380 + }, + { + "epoch": 15.8, + "learning_rate": 6.475130890052356e-05, + "loss": 0.0611, + "step": 12390 + }, + { + "epoch": 15.82, + "learning_rate": 6.455497382198952e-05, + "loss": 0.0469, + "step": 12400 + }, + { + "epoch": 15.82, + "eval_loss": 0.32305529713630676, + "eval_runtime": 1376.8764, + "eval_samples_per_second": 4.527, + "eval_steps_per_second": 0.566, + "eval_wer": 0.35036523484693594, + "step": 12400 + }, + { + "epoch": 15.83, + "learning_rate": 6.435863874345549e-05, + "loss": 0.0671, + "step": 12410 + }, + { + "epoch": 15.84, + "learning_rate": 6.416230366492146e-05, + "loss": 0.1084, + "step": 12420 + }, + { + "epoch": 15.85, + "learning_rate": 6.396596858638743e-05, + "loss": 0.0739, + "step": 12430 + }, + { + "epoch": 15.87, + "learning_rate": 6.37696335078534e-05, + "loss": 0.0724, + "step": 12440 + }, + { + "epoch": 15.88, + "learning_rate": 6.357329842931937e-05, + "loss": 0.0714, + "step": 12450 + }, + { + "epoch": 15.89, + "learning_rate": 6.337696335078533e-05, + "loss": 0.0995, + "step": 12460 + }, + { + "epoch": 15.9, + "learning_rate": 6.318062827225131e-05, + "loss": 0.1095, + "step": 12470 + }, + { + "epoch": 15.92, + "learning_rate": 6.298429319371728e-05, + "loss": 0.0719, + "step": 12480 + }, + { + "epoch": 15.93, + "learning_rate": 6.278795811518324e-05, + "loss": 0.0615, + "step": 12490 + }, + { + "epoch": 15.94, + "learning_rate": 6.25916230366492e-05, + "loss": 0.0689, + "step": 12500 + }, + { + "epoch": 15.96, + "learning_rate": 6.239528795811517e-05, + "loss": 0.0874, + "step": 12510 + }, + { + "epoch": 15.97, + "learning_rate": 6.219895287958115e-05, + "loss": 0.0918, + "step": 12520 + }, + { + "epoch": 15.98, + "learning_rate": 6.200261780104712e-05, + "loss": 0.0703, + "step": 12530 + }, + { + "epoch": 15.99, + "learning_rate": 6.180628272251308e-05, + "loss": 0.0531, + "step": 12540 + }, + { + "epoch": 16.01, + "learning_rate": 6.160994764397905e-05, + "loss": 0.0944, + "step": 12550 + }, + { + "epoch": 16.02, + "learning_rate": 6.141361256544503e-05, + "loss": 0.0799, + "step": 12560 + }, + { + "epoch": 16.03, + "learning_rate": 6.121727748691099e-05, + "loss": 0.0541, + "step": 12570 + }, + { + "epoch": 16.05, + "learning_rate": 6.102094240837696e-05, + "loss": 0.07, + "step": 12580 + }, + { + "epoch": 16.06, + "learning_rate": 6.082460732984292e-05, + "loss": 0.0602, + "step": 12590 + }, + { + "epoch": 16.07, + "learning_rate": 6.0628272251308896e-05, + "loss": 0.0927, + "step": 12600 + }, + { + "epoch": 16.08, + "learning_rate": 6.043193717277487e-05, + "loss": 0.0806, + "step": 12610 + }, + { + "epoch": 16.1, + "learning_rate": 6.023560209424083e-05, + "loss": 0.0605, + "step": 12620 + }, + { + "epoch": 16.11, + "learning_rate": 6.00392670157068e-05, + "loss": 0.0426, + "step": 12630 + }, + { + "epoch": 16.12, + "learning_rate": 5.984293193717277e-05, + "loss": 0.0585, + "step": 12640 + }, + { + "epoch": 16.14, + "learning_rate": 5.964659685863874e-05, + "loss": 0.1018, + "step": 12650 + }, + { + "epoch": 16.15, + "learning_rate": 5.945026178010471e-05, + "loss": 0.0636, + "step": 12660 + }, + { + "epoch": 16.16, + "learning_rate": 5.9253926701570675e-05, + "loss": 0.0498, + "step": 12670 + }, + { + "epoch": 16.17, + "learning_rate": 5.905759162303664e-05, + "loss": 0.0659, + "step": 12680 + }, + { + "epoch": 16.19, + "learning_rate": 5.886125654450261e-05, + "loss": 0.0471, + "step": 12690 + }, + { + "epoch": 16.2, + "learning_rate": 5.8664921465968585e-05, + "loss": 0.1036, + "step": 12700 + }, + { + "epoch": 16.21, + "learning_rate": 5.8468586387434543e-05, + "loss": 0.0713, + "step": 12710 + }, + { + "epoch": 16.22, + "learning_rate": 5.8272251308900516e-05, + "loss": 0.0553, + "step": 12720 + }, + { + "epoch": 16.24, + "learning_rate": 5.807591623036649e-05, + "loss": 0.0431, + "step": 12730 + }, + { + "epoch": 16.25, + "learning_rate": 5.787958115183246e-05, + "loss": 0.0559, + "step": 12740 + }, + { + "epoch": 16.26, + "learning_rate": 5.7683246073298426e-05, + "loss": 0.0906, + "step": 12750 + }, + { + "epoch": 16.28, + "learning_rate": 5.748691099476439e-05, + "loss": 0.0894, + "step": 12760 + }, + { + "epoch": 16.29, + "learning_rate": 5.7290575916230364e-05, + "loss": 0.0671, + "step": 12770 + }, + { + "epoch": 16.3, + "learning_rate": 5.709424083769633e-05, + "loss": 0.0477, + "step": 12780 + }, + { + "epoch": 16.31, + "learning_rate": 5.68979057591623e-05, + "loss": 0.0642, + "step": 12790 + }, + { + "epoch": 16.33, + "learning_rate": 5.670157068062827e-05, + "loss": 0.1021, + "step": 12800 + }, + { + "epoch": 16.33, + "eval_loss": 0.3229643702507019, + "eval_runtime": 1382.9575, + "eval_samples_per_second": 4.507, + "eval_steps_per_second": 0.564, + "eval_wer": 0.3502351257411572, + "step": 12800 + }, + { + "epoch": 16.34, + "learning_rate": 5.650523560209423e-05, + "loss": 0.072, + "step": 12810 + }, + { + "epoch": 16.35, + "learning_rate": 5.6308900523560205e-05, + "loss": 0.0676, + "step": 12820 + }, + { + "epoch": 16.36, + "learning_rate": 5.611256544502618e-05, + "loss": 0.0421, + "step": 12830 + }, + { + "epoch": 16.38, + "learning_rate": 5.591623036649214e-05, + "loss": 0.067, + "step": 12840 + }, + { + "epoch": 16.39, + "learning_rate": 5.571989528795811e-05, + "loss": 0.0945, + "step": 12850 + }, + { + "epoch": 16.4, + "learning_rate": 5.552356020942408e-05, + "loss": 0.0791, + "step": 12860 + }, + { + "epoch": 16.42, + "learning_rate": 5.5327225130890046e-05, + "loss": 0.0621, + "step": 12870 + }, + { + "epoch": 16.43, + "learning_rate": 5.513089005235602e-05, + "loss": 0.0425, + "step": 12880 + }, + { + "epoch": 16.44, + "learning_rate": 5.4934554973821984e-05, + "loss": 0.0467, + "step": 12890 + }, + { + "epoch": 16.45, + "learning_rate": 5.473821989528795e-05, + "loss": 0.0963, + "step": 12900 + }, + { + "epoch": 16.47, + "learning_rate": 5.454188481675392e-05, + "loss": 0.0733, + "step": 12910 + }, + { + "epoch": 16.48, + "learning_rate": 5.4345549738219894e-05, + "loss": 0.0639, + "step": 12920 + }, + { + "epoch": 16.49, + "learning_rate": 5.414921465968585e-05, + "loss": 0.0505, + "step": 12930 + }, + { + "epoch": 16.5, + "learning_rate": 5.3952879581151825e-05, + "loss": 0.0616, + "step": 12940 + }, + { + "epoch": 16.52, + "learning_rate": 5.37565445026178e-05, + "loss": 0.1069, + "step": 12950 + }, + { + "epoch": 16.53, + "learning_rate": 5.356020942408377e-05, + "loss": 0.0694, + "step": 12960 + }, + { + "epoch": 16.54, + "learning_rate": 5.3363874345549735e-05, + "loss": 0.0547, + "step": 12970 + }, + { + "epoch": 16.56, + "learning_rate": 5.31675392670157e-05, + "loss": 0.0542, + "step": 12980 + }, + { + "epoch": 16.57, + "learning_rate": 5.297120418848167e-05, + "loss": 0.0562, + "step": 12990 + }, + { + "epoch": 16.58, + "learning_rate": 5.277486910994764e-05, + "loss": 0.084, + "step": 13000 + }, + { + "epoch": 16.59, + "learning_rate": 5.257853403141361e-05, + "loss": 0.0672, + "step": 13010 + }, + { + "epoch": 16.61, + "learning_rate": 5.2382198952879576e-05, + "loss": 0.0684, + "step": 13020 + }, + { + "epoch": 16.62, + "learning_rate": 5.218586387434554e-05, + "loss": 0.0556, + "step": 13030 + }, + { + "epoch": 16.63, + "learning_rate": 5.1989528795811514e-05, + "loss": 0.052, + "step": 13040 + }, + { + "epoch": 16.64, + "learning_rate": 5.1793193717277486e-05, + "loss": 0.1033, + "step": 13050 + }, + { + "epoch": 16.66, + "learning_rate": 5.159685863874345e-05, + "loss": 0.0679, + "step": 13060 + }, + { + "epoch": 16.67, + "learning_rate": 5.140052356020942e-05, + "loss": 0.0587, + "step": 13070 + }, + { + "epoch": 16.68, + "learning_rate": 5.120418848167539e-05, + "loss": 0.0418, + "step": 13080 + }, + { + "epoch": 16.7, + "learning_rate": 5.1007853403141355e-05, + "loss": 0.0407, + "step": 13090 + }, + { + "epoch": 16.71, + "learning_rate": 5.081151832460733e-05, + "loss": 0.0853, + "step": 13100 + }, + { + "epoch": 16.72, + "learning_rate": 5.061518324607329e-05, + "loss": 0.0689, + "step": 13110 + }, + { + "epoch": 16.73, + "learning_rate": 5.041884816753926e-05, + "loss": 0.0632, + "step": 13120 + }, + { + "epoch": 16.75, + "learning_rate": 5.022251308900523e-05, + "loss": 0.0572, + "step": 13130 + }, + { + "epoch": 16.76, + "learning_rate": 5.00261780104712e-05, + "loss": 0.0504, + "step": 13140 + }, + { + "epoch": 16.77, + "learning_rate": 4.9829842931937175e-05, + "loss": 0.1229, + "step": 13150 + }, + { + "epoch": 16.79, + "learning_rate": 4.9633507853403134e-05, + "loss": 0.0673, + "step": 13160 + }, + { + "epoch": 16.8, + "learning_rate": 4.9437172774869106e-05, + "loss": 0.0524, + "step": 13170 + }, + { + "epoch": 16.81, + "learning_rate": 4.924083769633508e-05, + "loss": 0.0426, + "step": 13180 + }, + { + "epoch": 16.82, + "learning_rate": 4.9044502617801044e-05, + "loss": 0.0527, + "step": 13190 + }, + { + "epoch": 16.84, + "learning_rate": 4.884816753926701e-05, + "loss": 0.0841, + "step": 13200 + }, + { + "epoch": 16.84, + "eval_loss": 0.3348087668418884, + "eval_runtime": 1379.6677, + "eval_samples_per_second": 4.518, + "eval_steps_per_second": 0.565, + "eval_wer": 0.3512945856024981, + "step": 13200 + }, + { + "epoch": 16.85, + "learning_rate": 4.8651832460732975e-05, + "loss": 0.064, + "step": 13210 + }, + { + "epoch": 16.86, + "learning_rate": 4.845549738219895e-05, + "loss": 0.0501, + "step": 13220 + }, + { + "epoch": 16.87, + "learning_rate": 4.825916230366492e-05, + "loss": 0.0433, + "step": 13230 + }, + { + "epoch": 16.89, + "learning_rate": 4.806282722513089e-05, + "loss": 0.054, + "step": 13240 + }, + { + "epoch": 16.9, + "learning_rate": 4.786649214659685e-05, + "loss": 0.0975, + "step": 13250 + }, + { + "epoch": 16.91, + "learning_rate": 4.767015706806282e-05, + "loss": 0.0802, + "step": 13260 + }, + { + "epoch": 16.93, + "learning_rate": 4.7473821989528795e-05, + "loss": 0.0502, + "step": 13270 + }, + { + "epoch": 16.94, + "learning_rate": 4.727748691099476e-05, + "loss": 0.0384, + "step": 13280 + }, + { + "epoch": 16.95, + "learning_rate": 4.7081151832460726e-05, + "loss": 0.0431, + "step": 13290 + }, + { + "epoch": 16.96, + "learning_rate": 4.68848167539267e-05, + "loss": 0.0907, + "step": 13300 + }, + { + "epoch": 16.98, + "learning_rate": 4.6688481675392664e-05, + "loss": 0.0705, + "step": 13310 + }, + { + "epoch": 16.99, + "learning_rate": 4.6492146596858636e-05, + "loss": 0.0407, + "step": 13320 + }, + { + "epoch": 17.0, + "learning_rate": 4.62958115183246e-05, + "loss": 0.0715, + "step": 13330 + }, + { + "epoch": 17.02, + "learning_rate": 4.609947643979057e-05, + "loss": 0.0755, + "step": 13340 + }, + { + "epoch": 17.03, + "learning_rate": 4.590314136125654e-05, + "loss": 0.0586, + "step": 13350 + }, + { + "epoch": 17.04, + "learning_rate": 4.570680628272251e-05, + "loss": 0.0469, + "step": 13360 + }, + { + "epoch": 17.05, + "learning_rate": 4.5510471204188484e-05, + "loss": 0.0298, + "step": 13370 + }, + { + "epoch": 17.07, + "learning_rate": 4.531413612565444e-05, + "loss": 0.0591, + "step": 13380 + }, + { + "epoch": 17.08, + "learning_rate": 4.5117801047120415e-05, + "loss": 0.0682, + "step": 13390 + }, + { + "epoch": 17.09, + "learning_rate": 4.492146596858638e-05, + "loss": 0.0626, + "step": 13400 + }, + { + "epoch": 17.1, + "learning_rate": 4.472513089005235e-05, + "loss": 0.0419, + "step": 13410 + }, + { + "epoch": 17.12, + "learning_rate": 4.452879581151832e-05, + "loss": 0.0621, + "step": 13420 + }, + { + "epoch": 17.13, + "learning_rate": 4.4332460732984284e-05, + "loss": 0.0721, + "step": 13430 + }, + { + "epoch": 17.14, + "learning_rate": 4.4136125654450257e-05, + "loss": 0.0748, + "step": 13440 + }, + { + "epoch": 17.16, + "learning_rate": 4.393979057591623e-05, + "loss": 0.05, + "step": 13450 + }, + { + "epoch": 17.17, + "learning_rate": 4.37434554973822e-05, + "loss": 0.057, + "step": 13460 + }, + { + "epoch": 17.18, + "learning_rate": 4.354712041884816e-05, + "loss": 0.0429, + "step": 13470 + }, + { + "epoch": 17.19, + "learning_rate": 4.335078534031413e-05, + "loss": 0.0751, + "step": 13480 + }, + { + "epoch": 17.21, + "learning_rate": 4.3154450261780104e-05, + "loss": 0.0783, + "step": 13490 + }, + { + "epoch": 17.22, + "learning_rate": 4.295811518324607e-05, + "loss": 0.0601, + "step": 13500 + }, + { + "epoch": 17.23, + "learning_rate": 4.2761780104712035e-05, + "loss": 0.0423, + "step": 13510 + }, + { + "epoch": 17.24, + "learning_rate": 4.256544502617801e-05, + "loss": 0.0315, + "step": 13520 + }, + { + "epoch": 17.26, + "learning_rate": 4.236910994764397e-05, + "loss": 0.074, + "step": 13530 + }, + { + "epoch": 17.27, + "learning_rate": 4.2172774869109946e-05, + "loss": 0.0653, + "step": 13540 + }, + { + "epoch": 17.28, + "learning_rate": 4.197643979057592e-05, + "loss": 0.0498, + "step": 13550 + }, + { + "epoch": 17.3, + "learning_rate": 4.178010471204188e-05, + "loss": 0.0464, + "step": 13560 + }, + { + "epoch": 17.31, + "learning_rate": 4.158376963350785e-05, + "loss": 0.0322, + "step": 13570 + }, + { + "epoch": 17.32, + "learning_rate": 4.138743455497382e-05, + "loss": 0.0735, + "step": 13580 + }, + { + "epoch": 17.33, + "learning_rate": 4.119109947643979e-05, + "loss": 0.0773, + "step": 13590 + }, + { + "epoch": 17.35, + "learning_rate": 4.099476439790575e-05, + "loss": 0.0502, + "step": 13600 + }, + { + "epoch": 17.35, + "eval_loss": 0.3318431079387665, + "eval_runtime": 1380.125, + "eval_samples_per_second": 4.516, + "eval_steps_per_second": 0.565, + "eval_wer": 0.3485530008735897, + "step": 13600 + }, + { + "epoch": 17.36, + "learning_rate": 4.0798429319371725e-05, + "loss": 0.0402, + "step": 13610 + }, + { + "epoch": 17.37, + "learning_rate": 4.060209424083769e-05, + "loss": 0.0313, + "step": 13620 + }, + { + "epoch": 17.38, + "learning_rate": 4.040575916230366e-05, + "loss": 0.0724, + "step": 13630 + }, + { + "epoch": 17.4, + "learning_rate": 4.0209424083769635e-05, + "loss": 0.086, + "step": 13640 + }, + { + "epoch": 17.41, + "learning_rate": 4.001308900523559e-05, + "loss": 0.0625, + "step": 13650 + }, + { + "epoch": 17.42, + "learning_rate": 3.9816753926701566e-05, + "loss": 0.0549, + "step": 13660 + }, + { + "epoch": 17.44, + "learning_rate": 3.962041884816754e-05, + "loss": 0.0335, + "step": 13670 + }, + { + "epoch": 17.45, + "learning_rate": 3.942408376963351e-05, + "loss": 0.0645, + "step": 13680 + }, + { + "epoch": 17.46, + "learning_rate": 3.922774869109947e-05, + "loss": 0.0662, + "step": 13690 + }, + { + "epoch": 17.47, + "learning_rate": 3.903141361256544e-05, + "loss": 0.0528, + "step": 13700 + }, + { + "epoch": 17.49, + "learning_rate": 3.8835078534031414e-05, + "loss": 0.0536, + "step": 13710 + }, + { + "epoch": 17.5, + "learning_rate": 3.863874345549738e-05, + "loss": 0.0409, + "step": 13720 + }, + { + "epoch": 17.51, + "learning_rate": 3.8442408376963345e-05, + "loss": 0.0661, + "step": 13730 + }, + { + "epoch": 17.53, + "learning_rate": 3.824607329842932e-05, + "loss": 0.0916, + "step": 13740 + }, + { + "epoch": 17.54, + "learning_rate": 3.804973821989528e-05, + "loss": 0.0476, + "step": 13750 + }, + { + "epoch": 17.55, + "learning_rate": 3.7853403141361255e-05, + "loss": 0.0468, + "step": 13760 + }, + { + "epoch": 17.56, + "learning_rate": 3.765706806282723e-05, + "loss": 0.0413, + "step": 13770 + }, + { + "epoch": 17.58, + "learning_rate": 3.746073298429319e-05, + "loss": 0.0769, + "step": 13780 + }, + { + "epoch": 17.59, + "learning_rate": 3.726439790575916e-05, + "loss": 0.0663, + "step": 13790 + }, + { + "epoch": 17.6, + "learning_rate": 3.706806282722513e-05, + "loss": 0.0608, + "step": 13800 + }, + { + "epoch": 17.61, + "learning_rate": 3.6871727748691096e-05, + "loss": 0.038, + "step": 13810 + }, + { + "epoch": 17.63, + "learning_rate": 3.667539267015707e-05, + "loss": 0.0463, + "step": 13820 + }, + { + "epoch": 17.64, + "learning_rate": 3.6479057591623034e-05, + "loss": 0.0601, + "step": 13830 + }, + { + "epoch": 17.65, + "learning_rate": 3.6282722513089e-05, + "loss": 0.0892, + "step": 13840 + }, + { + "epoch": 17.67, + "learning_rate": 3.608638743455497e-05, + "loss": 0.0541, + "step": 13850 + }, + { + "epoch": 17.68, + "learning_rate": 3.589005235602094e-05, + "loss": 0.0499, + "step": 13860 + }, + { + "epoch": 17.69, + "learning_rate": 3.569371727748691e-05, + "loss": 0.0371, + "step": 13870 + }, + { + "epoch": 17.7, + "learning_rate": 3.5497382198952875e-05, + "loss": 0.0642, + "step": 13880 + }, + { + "epoch": 17.72, + "learning_rate": 3.530104712041885e-05, + "loss": 0.0667, + "step": 13890 + }, + { + "epoch": 17.73, + "learning_rate": 3.510471204188481e-05, + "loss": 0.0849, + "step": 13900 + }, + { + "epoch": 17.74, + "learning_rate": 3.4908376963350785e-05, + "loss": 0.0486, + "step": 13910 + }, + { + "epoch": 17.75, + "learning_rate": 3.471204188481675e-05, + "loss": 0.0579, + "step": 13920 + }, + { + "epoch": 17.77, + "learning_rate": 3.451570680628272e-05, + "loss": 0.082, + "step": 13930 + }, + { + "epoch": 17.78, + "learning_rate": 3.431937172774869e-05, + "loss": 0.0786, + "step": 13940 + }, + { + "epoch": 17.79, + "learning_rate": 3.4123036649214654e-05, + "loss": 0.0612, + "step": 13950 + }, + { + "epoch": 17.81, + "learning_rate": 3.3926701570680626e-05, + "loss": 0.05, + "step": 13960 + }, + { + "epoch": 17.82, + "learning_rate": 3.373036649214659e-05, + "loss": 0.0357, + "step": 13970 + }, + { + "epoch": 17.83, + "learning_rate": 3.3534031413612564e-05, + "loss": 0.0639, + "step": 13980 + }, + { + "epoch": 17.84, + "learning_rate": 3.333769633507853e-05, + "loss": 0.0664, + "step": 13990 + }, + { + "epoch": 17.86, + "learning_rate": 3.31413612565445e-05, + "loss": 0.059, + "step": 14000 + }, + { + "epoch": 17.86, + "eval_loss": 0.3359043598175049, + "eval_runtime": 1379.5922, + "eval_samples_per_second": 4.518, + "eval_steps_per_second": 0.565, + "eval_wer": 0.34620174346201743, + "step": 14000 + }, + { + "epoch": 17.87, + "learning_rate": 3.294502617801047e-05, + "loss": 0.0363, + "step": 14010 + }, + { + "epoch": 17.88, + "learning_rate": 3.274869109947644e-05, + "loss": 0.0359, + "step": 14020 + }, + { + "epoch": 17.89, + "learning_rate": 3.2552356020942405e-05, + "loss": 0.0641, + "step": 14030 + }, + { + "epoch": 17.91, + "learning_rate": 3.235602094240838e-05, + "loss": 0.0712, + "step": 14040 + }, + { + "epoch": 17.92, + "learning_rate": 3.215968586387434e-05, + "loss": 0.0545, + "step": 14050 + }, + { + "epoch": 17.93, + "learning_rate": 3.196335078534031e-05, + "loss": 0.042, + "step": 14060 + }, + { + "epoch": 17.95, + "learning_rate": 3.176701570680628e-05, + "loss": 0.0392, + "step": 14070 + }, + { + "epoch": 17.96, + "learning_rate": 3.1570680628272246e-05, + "loss": 0.0655, + "step": 14080 + }, + { + "epoch": 17.97, + "learning_rate": 3.137434554973822e-05, + "loss": 0.0547, + "step": 14090 + }, + { + "epoch": 17.98, + "learning_rate": 3.1178010471204184e-05, + "loss": 0.0488, + "step": 14100 + }, + { + "epoch": 18.0, + "learning_rate": 3.0981675392670156e-05, + "loss": 0.0359, + "step": 14110 + }, + { + "epoch": 18.01, + "learning_rate": 3.078534031413612e-05, + "loss": 0.0851, + "step": 14120 + }, + { + "epoch": 18.02, + "learning_rate": 3.0589005235602094e-05, + "loss": 0.0517, + "step": 14130 + }, + { + "epoch": 18.04, + "learning_rate": 3.0392670157068063e-05, + "loss": 0.0342, + "step": 14140 + }, + { + "epoch": 18.05, + "learning_rate": 3.019633507853403e-05, + "loss": 0.0317, + "step": 14150 + }, + { + "epoch": 18.06, + "learning_rate": 2.9999999999999997e-05, + "loss": 0.0384, + "step": 14160 + }, + { + "epoch": 18.07, + "learning_rate": 2.9803664921465966e-05, + "loss": 0.0871, + "step": 14170 + }, + { + "epoch": 18.09, + "learning_rate": 2.9607329842931935e-05, + "loss": 0.051, + "step": 14180 + }, + { + "epoch": 18.1, + "learning_rate": 2.94109947643979e-05, + "loss": 0.0429, + "step": 14190 + }, + { + "epoch": 18.11, + "learning_rate": 2.9214659685863873e-05, + "loss": 0.0339, + "step": 14200 + }, + { + "epoch": 18.12, + "learning_rate": 2.901832460732984e-05, + "loss": 0.0473, + "step": 14210 + }, + { + "epoch": 18.14, + "learning_rate": 2.882198952879581e-05, + "loss": 0.0719, + "step": 14220 + }, + { + "epoch": 18.15, + "learning_rate": 2.8625654450261776e-05, + "loss": 0.056, + "step": 14230 + }, + { + "epoch": 18.16, + "learning_rate": 2.8429319371727745e-05, + "loss": 0.0384, + "step": 14240 + }, + { + "epoch": 18.18, + "learning_rate": 2.8232984293193718e-05, + "loss": 0.0384, + "step": 14250 + }, + { + "epoch": 18.19, + "learning_rate": 2.8036649214659683e-05, + "loss": 0.0729, + "step": 14260 + }, + { + "epoch": 18.2, + "learning_rate": 2.7840314136125652e-05, + "loss": 0.0885, + "step": 14270 + }, + { + "epoch": 18.21, + "learning_rate": 2.764397905759162e-05, + "loss": 0.0604, + "step": 14280 + }, + { + "epoch": 18.23, + "learning_rate": 2.744764397905759e-05, + "loss": 0.0394, + "step": 14290 + }, + { + "epoch": 18.24, + "learning_rate": 2.7251308900523555e-05, + "loss": 0.0334, + "step": 14300 + }, + { + "epoch": 18.25, + "learning_rate": 2.7054973821989528e-05, + "loss": 0.0574, + "step": 14310 + }, + { + "epoch": 18.27, + "learning_rate": 2.6858638743455493e-05, + "loss": 0.0812, + "step": 14320 + }, + { + "epoch": 18.28, + "learning_rate": 2.6662303664921465e-05, + "loss": 0.0506, + "step": 14330 + }, + { + "epoch": 18.29, + "learning_rate": 2.646596858638743e-05, + "loss": 0.056, + "step": 14340 + }, + { + "epoch": 18.3, + "learning_rate": 2.62696335078534e-05, + "loss": 0.0327, + "step": 14350 + }, + { + "epoch": 18.32, + "learning_rate": 2.6073298429319372e-05, + "loss": 0.0279, + "step": 14360 + }, + { + "epoch": 18.33, + "learning_rate": 2.5876963350785338e-05, + "loss": 0.087, + "step": 14370 + }, + { + "epoch": 18.34, + "learning_rate": 2.5680628272251307e-05, + "loss": 0.0527, + "step": 14380 + }, + { + "epoch": 18.35, + "learning_rate": 2.5484293193717275e-05, + "loss": 0.0558, + "step": 14390 + }, + { + "epoch": 18.37, + "learning_rate": 2.5287958115183244e-05, + "loss": 0.0417, + "step": 14400 + }, + { + "epoch": 18.37, + "eval_loss": 0.3309715986251831, + "eval_runtime": 1383.5299, + "eval_samples_per_second": 4.505, + "eval_steps_per_second": 0.564, + "eval_wer": 0.3466571253322429, + "step": 14400 + }, + { + "epoch": 18.38, + "learning_rate": 2.509162303664921e-05, + "loss": 0.0357, + "step": 14410 + }, + { + "epoch": 18.39, + "learning_rate": 2.4895287958115182e-05, + "loss": 0.0757, + "step": 14420 + }, + { + "epoch": 18.41, + "learning_rate": 2.4698952879581148e-05, + "loss": 0.0532, + "step": 14430 + }, + { + "epoch": 18.42, + "learning_rate": 2.450261780104712e-05, + "loss": 0.0463, + "step": 14440 + }, + { + "epoch": 18.43, + "learning_rate": 2.430628272251309e-05, + "loss": 0.0333, + "step": 14450 + }, + { + "epoch": 18.44, + "learning_rate": 2.4109947643979054e-05, + "loss": 0.0303, + "step": 14460 + }, + { + "epoch": 18.46, + "learning_rate": 2.3913612565445027e-05, + "loss": 0.0694, + "step": 14470 + }, + { + "epoch": 18.47, + "learning_rate": 2.3717277486910992e-05, + "loss": 0.058, + "step": 14480 + }, + { + "epoch": 18.48, + "learning_rate": 2.352094240837696e-05, + "loss": 0.0557, + "step": 14490 + }, + { + "epoch": 18.49, + "learning_rate": 2.332460732984293e-05, + "loss": 0.0351, + "step": 14500 + }, + { + "epoch": 18.51, + "learning_rate": 2.31282722513089e-05, + "loss": 0.0505, + "step": 14510 + }, + { + "epoch": 18.52, + "learning_rate": 2.2931937172774864e-05, + "loss": 0.069, + "step": 14520 + }, + { + "epoch": 18.53, + "learning_rate": 2.2735602094240837e-05, + "loss": 0.0493, + "step": 14530 + }, + { + "epoch": 18.55, + "learning_rate": 2.2539267015706802e-05, + "loss": 0.0582, + "step": 14540 + }, + { + "epoch": 18.56, + "learning_rate": 2.234293193717277e-05, + "loss": 0.0402, + "step": 14550 + }, + { + "epoch": 18.57, + "learning_rate": 2.2146596858638743e-05, + "loss": 0.0442, + "step": 14560 + }, + { + "epoch": 18.58, + "learning_rate": 2.195026178010471e-05, + "loss": 0.0752, + "step": 14570 + }, + { + "epoch": 18.6, + "learning_rate": 2.175392670157068e-05, + "loss": 0.0763, + "step": 14580 + }, + { + "epoch": 18.61, + "learning_rate": 2.1557591623036647e-05, + "loss": 0.0611, + "step": 14590 + }, + { + "epoch": 18.62, + "learning_rate": 2.1361256544502616e-05, + "loss": 0.0361, + "step": 14600 + }, + { + "epoch": 18.63, + "learning_rate": 2.1164921465968585e-05, + "loss": 0.0538, + "step": 14610 + }, + { + "epoch": 18.65, + "learning_rate": 2.0968586387434553e-05, + "loss": 0.067, + "step": 14620 + }, + { + "epoch": 18.66, + "learning_rate": 2.077225130890052e-05, + "loss": 0.0505, + "step": 14630 + }, + { + "epoch": 18.67, + "learning_rate": 2.057591623036649e-05, + "loss": 0.0431, + "step": 14640 + }, + { + "epoch": 18.69, + "learning_rate": 2.037958115183246e-05, + "loss": 0.0322, + "step": 14650 + }, + { + "epoch": 18.7, + "learning_rate": 2.0183246073298426e-05, + "loss": 0.0663, + "step": 14660 + }, + { + "epoch": 18.71, + "learning_rate": 1.9986910994764398e-05, + "loss": 0.0648, + "step": 14670 + }, + { + "epoch": 18.72, + "learning_rate": 1.9790575916230363e-05, + "loss": 0.0456, + "step": 14680 + }, + { + "epoch": 18.74, + "learning_rate": 1.9594240837696336e-05, + "loss": 0.0485, + "step": 14690 + }, + { + "epoch": 18.75, + "learning_rate": 1.93979057591623e-05, + "loss": 0.0264, + "step": 14700 + }, + { + "epoch": 18.76, + "learning_rate": 1.920157068062827e-05, + "loss": 0.0401, + "step": 14710 + }, + { + "epoch": 18.77, + "learning_rate": 1.900523560209424e-05, + "loss": 0.078, + "step": 14720 + }, + { + "epoch": 18.79, + "learning_rate": 1.8808900523560208e-05, + "loss": 0.0495, + "step": 14730 + }, + { + "epoch": 18.8, + "learning_rate": 1.8612565445026177e-05, + "loss": 0.037, + "step": 14740 + }, + { + "epoch": 18.81, + "learning_rate": 1.8416230366492146e-05, + "loss": 0.0291, + "step": 14750 + }, + { + "epoch": 18.83, + "learning_rate": 1.8219895287958115e-05, + "loss": 0.0296, + "step": 14760 + }, + { + "epoch": 18.84, + "learning_rate": 1.802356020942408e-05, + "loss": 0.0827, + "step": 14770 + }, + { + "epoch": 18.85, + "learning_rate": 1.782722513089005e-05, + "loss": 0.0495, + "step": 14780 + }, + { + "epoch": 18.86, + "learning_rate": 1.7630890052356018e-05, + "loss": 0.0547, + "step": 14790 + }, + { + "epoch": 18.88, + "learning_rate": 1.743455497382199e-05, + "loss": 0.0322, + "step": 14800 + }, + { + "epoch": 18.88, + "eval_loss": 0.33246901631355286, + "eval_runtime": 1384.5739, + "eval_samples_per_second": 4.502, + "eval_steps_per_second": 0.563, + "eval_wer": 0.3466571253322429, + "step": 14800 + }, + { + "epoch": 18.89, + "learning_rate": 1.7238219895287956e-05, + "loss": 0.0359, + "step": 14810 + }, + { + "epoch": 18.9, + "learning_rate": 1.7041884816753925e-05, + "loss": 0.0737, + "step": 14820 + }, + { + "epoch": 18.92, + "learning_rate": 1.6845549738219894e-05, + "loss": 0.0716, + "step": 14830 + }, + { + "epoch": 18.93, + "learning_rate": 1.6649214659685863e-05, + "loss": 0.0439, + "step": 14840 + }, + { + "epoch": 18.94, + "learning_rate": 1.645287958115183e-05, + "loss": 0.0348, + "step": 14850 + }, + { + "epoch": 18.95, + "learning_rate": 1.62565445026178e-05, + "loss": 0.0363, + "step": 14860 + }, + { + "epoch": 18.97, + "learning_rate": 1.606020942408377e-05, + "loss": 0.0668, + "step": 14870 + }, + { + "epoch": 18.98, + "learning_rate": 1.5863874345549735e-05, + "loss": 0.0442, + "step": 14880 + }, + { + "epoch": 18.99, + "learning_rate": 1.5667539267015704e-05, + "loss": 0.0271, + "step": 14890 + }, + { + "epoch": 19.01, + "learning_rate": 1.5471204188481676e-05, + "loss": 0.0562, + "step": 14900 + }, + { + "epoch": 19.02, + "learning_rate": 1.5274869109947645e-05, + "loss": 0.049, + "step": 14910 + }, + { + "epoch": 19.03, + "learning_rate": 1.5078534031413612e-05, + "loss": 0.0392, + "step": 14920 + }, + { + "epoch": 19.04, + "learning_rate": 1.488219895287958e-05, + "loss": 0.0389, + "step": 14930 + }, + { + "epoch": 19.06, + "learning_rate": 1.4685863874345548e-05, + "loss": 0.0294, + "step": 14940 + }, + { + "epoch": 19.07, + "learning_rate": 1.4489528795811517e-05, + "loss": 0.0483, + "step": 14950 + }, + { + "epoch": 19.08, + "learning_rate": 1.4293193717277486e-05, + "loss": 0.0617, + "step": 14960 + }, + { + "epoch": 19.09, + "learning_rate": 1.4096858638743453e-05, + "loss": 0.0411, + "step": 14970 + }, + { + "epoch": 19.11, + "learning_rate": 1.3900523560209422e-05, + "loss": 0.0427, + "step": 14980 + }, + { + "epoch": 19.12, + "learning_rate": 1.3704188481675391e-05, + "loss": 0.035, + "step": 14990 + }, + { + "epoch": 19.13, + "learning_rate": 1.3507853403141362e-05, + "loss": 0.0619, + "step": 15000 + }, + { + "epoch": 19.15, + "learning_rate": 1.3311518324607329e-05, + "loss": 0.05, + "step": 15010 + }, + { + "epoch": 19.16, + "learning_rate": 1.3115183246073298e-05, + "loss": 0.0498, + "step": 15020 + }, + { + "epoch": 19.17, + "learning_rate": 1.2918848167539267e-05, + "loss": 0.0291, + "step": 15030 + }, + { + "epoch": 19.18, + "learning_rate": 1.2722513089005234e-05, + "loss": 0.0392, + "step": 15040 + }, + { + "epoch": 19.2, + "learning_rate": 1.2526178010471203e-05, + "loss": 0.0592, + "step": 15050 + }, + { + "epoch": 19.21, + "learning_rate": 1.2329842931937172e-05, + "loss": 0.0498, + "step": 15060 + }, + { + "epoch": 19.22, + "learning_rate": 1.2133507853403139e-05, + "loss": 0.041, + "step": 15070 + }, + { + "epoch": 19.23, + "learning_rate": 1.1937172774869108e-05, + "loss": 0.0377, + "step": 15080 + }, + { + "epoch": 19.25, + "learning_rate": 1.1740837696335077e-05, + "loss": 0.0277, + "step": 15090 + }, + { + "epoch": 19.26, + "learning_rate": 1.1544502617801047e-05, + "loss": 0.054, + "step": 15100 + }, + { + "epoch": 19.27, + "learning_rate": 1.1348167539267016e-05, + "loss": 0.0504, + "step": 15110 + }, + { + "epoch": 19.29, + "learning_rate": 1.1151832460732983e-05, + "loss": 0.0477, + "step": 15120 + }, + { + "epoch": 19.3, + "learning_rate": 1.0955497382198952e-05, + "loss": 0.0389, + "step": 15130 + }, + { + "epoch": 19.31, + "learning_rate": 1.0759162303664921e-05, + "loss": 0.0267, + "step": 15140 + }, + { + "epoch": 19.32, + "learning_rate": 1.0562827225130888e-05, + "loss": 0.0719, + "step": 15150 + }, + { + "epoch": 19.34, + "learning_rate": 1.0366492146596857e-05, + "loss": 0.0597, + "step": 15160 + }, + { + "epoch": 19.35, + "learning_rate": 1.0170157068062826e-05, + "loss": 0.067, + "step": 15170 + }, + { + "epoch": 19.36, + "learning_rate": 9.973821989528794e-06, + "loss": 0.0342, + "step": 15180 + }, + { + "epoch": 19.37, + "learning_rate": 9.777486910994762e-06, + "loss": 0.0297, + "step": 15190 + }, + { + "epoch": 19.39, + "learning_rate": 9.581151832460733e-06, + "loss": 0.0531, + "step": 15200 + }, + { + "epoch": 19.39, + "eval_loss": 0.33570629358291626, + "eval_runtime": 1380.1267, + "eval_samples_per_second": 4.516, + "eval_steps_per_second": 0.565, + "eval_wer": 0.3449006524042304, + "step": 15200 + }, + { + "epoch": 19.4, + "learning_rate": 9.384816753926702e-06, + "loss": 0.0562, + "step": 15210 + }, + { + "epoch": 19.41, + "learning_rate": 9.188481675392669e-06, + "loss": 0.037, + "step": 15220 + }, + { + "epoch": 19.43, + "learning_rate": 8.992146596858638e-06, + "loss": 0.0304, + "step": 15230 + }, + { + "epoch": 19.44, + "learning_rate": 8.795811518324607e-06, + "loss": 0.0308, + "step": 15240 + }, + { + "epoch": 19.45, + "learning_rate": 8.599476439790576e-06, + "loss": 0.0707, + "step": 15250 + }, + { + "epoch": 19.46, + "learning_rate": 8.403141361256543e-06, + "loss": 0.0502, + "step": 15260 + }, + { + "epoch": 19.48, + "learning_rate": 8.206806282722512e-06, + "loss": 0.0417, + "step": 15270 + }, + { + "epoch": 19.49, + "learning_rate": 8.010471204188481e-06, + "loss": 0.0488, + "step": 15280 + }, + { + "epoch": 19.5, + "learning_rate": 7.81413612565445e-06, + "loss": 0.0249, + "step": 15290 + }, + { + "epoch": 19.51, + "learning_rate": 7.617801047120418e-06, + "loss": 0.0618, + "step": 15300 + }, + { + "epoch": 19.53, + "learning_rate": 7.421465968586387e-06, + "loss": 0.063, + "step": 15310 + }, + { + "epoch": 19.54, + "learning_rate": 7.225130890052355e-06, + "loss": 0.0409, + "step": 15320 + }, + { + "epoch": 19.55, + "learning_rate": 7.0287958115183245e-06, + "loss": 0.0274, + "step": 15330 + }, + { + "epoch": 19.57, + "learning_rate": 6.832460732984293e-06, + "loss": 0.0291, + "step": 15340 + }, + { + "epoch": 19.58, + "learning_rate": 6.6361256544502615e-06, + "loss": 0.0523, + "step": 15350 + }, + { + "epoch": 19.59, + "learning_rate": 6.4397905759162296e-06, + "loss": 0.0675, + "step": 15360 + }, + { + "epoch": 19.6, + "learning_rate": 6.243455497382198e-06, + "loss": 0.0374, + "step": 15370 + }, + { + "epoch": 19.62, + "learning_rate": 6.047120418848167e-06, + "loss": 0.0463, + "step": 15380 + }, + { + "epoch": 19.63, + "learning_rate": 5.8507853403141354e-06, + "loss": 0.0272, + "step": 15390 + }, + { + "epoch": 19.64, + "learning_rate": 5.654450261780104e-06, + "loss": 0.0591, + "step": 15400 + }, + { + "epoch": 19.66, + "learning_rate": 5.458115183246072e-06, + "loss": 0.0611, + "step": 15410 + }, + { + "epoch": 19.67, + "learning_rate": 5.261780104712041e-06, + "loss": 0.0428, + "step": 15420 + }, + { + "epoch": 19.68, + "learning_rate": 5.06544502617801e-06, + "loss": 0.0491, + "step": 15430 + }, + { + "epoch": 19.69, + "learning_rate": 4.869109947643979e-06, + "loss": 0.0313, + "step": 15440 + }, + { + "epoch": 19.71, + "learning_rate": 4.672774869109947e-06, + "loss": 0.0517, + "step": 15450 + }, + { + "epoch": 19.72, + "learning_rate": 4.476439790575916e-06, + "loss": 0.0454, + "step": 15460 + }, + { + "epoch": 19.73, + "learning_rate": 4.280104712041884e-06, + "loss": 0.0368, + "step": 15470 + }, + { + "epoch": 19.74, + "learning_rate": 4.083769633507853e-06, + "loss": 0.0525, + "step": 15480 + }, + { + "epoch": 19.76, + "learning_rate": 3.887434554973822e-06, + "loss": 0.0329, + "step": 15490 + }, + { + "epoch": 19.77, + "learning_rate": 3.69109947643979e-06, + "loss": 0.0615, + "step": 15500 + }, + { + "epoch": 19.78, + "learning_rate": 3.494764397905759e-06, + "loss": 0.0503, + "step": 15510 + }, + { + "epoch": 19.8, + "learning_rate": 3.2984293193717274e-06, + "loss": 0.0393, + "step": 15520 + }, + { + "epoch": 19.81, + "learning_rate": 3.102094240837696e-06, + "loss": 0.0299, + "step": 15530 + }, + { + "epoch": 19.82, + "learning_rate": 2.9057591623036648e-06, + "loss": 0.026, + "step": 15540 + }, + { + "epoch": 19.83, + "learning_rate": 2.7094240837696333e-06, + "loss": 0.0628, + "step": 15550 + }, + { + "epoch": 19.85, + "learning_rate": 2.513089005235602e-06, + "loss": 0.049, + "step": 15560 + }, + { + "epoch": 19.86, + "learning_rate": 2.3167539267015706e-06, + "loss": 0.052, + "step": 15570 + }, + { + "epoch": 19.87, + "learning_rate": 2.120418848167539e-06, + "loss": 0.0308, + "step": 15580 + }, + { + "epoch": 19.88, + "learning_rate": 1.9240837696335076e-06, + "loss": 0.0443, + "step": 15590 + }, + { + "epoch": 19.9, + "learning_rate": 1.7277486910994763e-06, + "loss": 0.0623, + "step": 15600 + }, + { + "epoch": 19.9, + "eval_loss": 0.3349722921848297, + "eval_runtime": 1389.7911, + "eval_samples_per_second": 4.485, + "eval_steps_per_second": 0.561, + "eval_wer": 0.3440921172468913, + "step": 15600 + }, + { + "epoch": 19.91, + "learning_rate": 1.531413612565445e-06, + "loss": 0.0683, + "step": 15610 + }, + { + "epoch": 19.92, + "learning_rate": 1.3350785340314135e-06, + "loss": 0.0656, + "step": 15620 + }, + { + "epoch": 19.94, + "learning_rate": 1.1387434554973822e-06, + "loss": 0.0302, + "step": 15630 + }, + { + "epoch": 19.95, + "learning_rate": 9.424083769633508e-07, + "loss": 0.0403, + "step": 15640 + }, + { + "epoch": 19.96, + "learning_rate": 7.460732984293192e-07, + "loss": 0.0627, + "step": 15650 + }, + { + "epoch": 19.97, + "learning_rate": 5.497382198952879e-07, + "loss": 0.0544, + "step": 15660 + }, + { + "epoch": 19.99, + "learning_rate": 3.534031413612565e-07, + "loss": 0.0415, + "step": 15670 + }, + { + "epoch": 20.0, + "learning_rate": 1.5706806282722514e-07, + "loss": 0.0394, + "step": 15680 + }, + { + "epoch": 20.0, + "step": 15680, + "total_flos": 0.0, + "train_loss": 0.6550551648090156, + "train_runtime": 151124.7681, + "train_samples_per_second": 6.645, + "train_steps_per_second": 0.104 + } + ], + "max_steps": 15680, + "num_train_epochs": 20, + "total_flos": 0.0, + "trial_name": null, + "trial_params": null +}