{ "best_metric": 0.6712434887886047, "best_model_checkpoint": "ai-light-dance_drums_ft_pretrain_wav2vec2-base-new-v6-1/checkpoint-2590", "epoch": 99.99290780141844, "global_step": 3500, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.28, "learning_rate": 6.666666666666667e-05, "loss": 55.7655, "step": 10 }, { "epoch": 0.57, "learning_rate": 0.0001866666666666667, "loss": 58.6473, "step": 20 }, { "epoch": 0.85, "learning_rate": 0.00032, "loss": 17.2739, "step": 30 }, { "epoch": 0.99, "eval_loss": 2.9041128158569336, "eval_runtime": 8.8924, "eval_samples_per_second": 7.085, "eval_steps_per_second": 1.799, "eval_wer": 1.0, "step": 35 }, { "epoch": 1.14, "learning_rate": 0.00039953890489913545, "loss": 2.8972, "step": 40 }, { "epoch": 1.43, "learning_rate": 0.0003983861671469741, "loss": 2.082, "step": 50 }, { "epoch": 1.71, "learning_rate": 0.0003972334293948127, "loss": 2.1557, "step": 60 }, { "epoch": 1.99, "learning_rate": 0.00039608069164265134, "loss": 1.8424, "step": 70 }, { "epoch": 1.99, "eval_loss": 3.505493402481079, "eval_runtime": 9.0402, "eval_samples_per_second": 6.969, "eval_steps_per_second": 1.77, "eval_wer": 1.0, "step": 70 }, { "epoch": 2.28, "learning_rate": 0.0003949279538904899, "loss": 1.8014, "step": 80 }, { "epoch": 2.57, "learning_rate": 0.00039377521613832855, "loss": 1.6721, "step": 90 }, { "epoch": 2.85, "learning_rate": 0.0003926224783861672, "loss": 1.7092, "step": 100 }, { "epoch": 2.99, "eval_loss": 2.0045998096466064, "eval_runtime": 9.0436, "eval_samples_per_second": 6.966, "eval_steps_per_second": 1.769, "eval_wer": 1.0, "step": 105 }, { "epoch": 3.14, "learning_rate": 0.00039146974063400576, "loss": 1.6035, "step": 110 }, { "epoch": 3.43, "learning_rate": 0.0003903170028818444, "loss": 1.6196, "step": 120 }, { "epoch": 3.71, "learning_rate": 0.000389164265129683, "loss": 1.587, "step": 130 }, { "epoch": 3.99, "learning_rate": 0.00038801152737752165, "loss": 1.5022, "step": 140 }, { "epoch": 3.99, "eval_loss": 1.9661929607391357, "eval_runtime": 9.0602, "eval_samples_per_second": 6.954, "eval_steps_per_second": 1.766, "eval_wer": 0.9675242513707296, "step": 140 }, { "epoch": 4.28, "learning_rate": 0.00038685878962536023, "loss": 1.486, "step": 150 }, { "epoch": 4.57, "learning_rate": 0.00038570605187319886, "loss": 1.382, "step": 160 }, { "epoch": 4.85, "learning_rate": 0.0003845533141210375, "loss": 1.2964, "step": 170 }, { "epoch": 4.99, "eval_loss": 1.9017366170883179, "eval_runtime": 8.7445, "eval_samples_per_second": 7.204, "eval_steps_per_second": 1.83, "eval_wer": 0.5504006748207507, "step": 175 }, { "epoch": 5.14, "learning_rate": 0.0003834005763688761, "loss": 1.3537, "step": 180 }, { "epoch": 5.43, "learning_rate": 0.0003822478386167147, "loss": 1.1033, "step": 190 }, { "epoch": 5.71, "learning_rate": 0.00038109510086455333, "loss": 1.2447, "step": 200 }, { "epoch": 5.99, "learning_rate": 0.00037994236311239196, "loss": 1.1235, "step": 210 }, { "epoch": 5.99, "eval_loss": 1.9874823093414307, "eval_runtime": 8.6787, "eval_samples_per_second": 7.259, "eval_steps_per_second": 1.844, "eval_wer": 0.4643610291016449, "step": 210 }, { "epoch": 6.28, "learning_rate": 0.00037878962536023054, "loss": 1.1092, "step": 220 }, { "epoch": 6.57, "learning_rate": 0.00037763688760806917, "loss": 1.0707, "step": 230 }, { "epoch": 6.85, "learning_rate": 0.0003764841498559078, "loss": 1.1056, "step": 240 }, { "epoch": 6.99, "eval_loss": 1.8791475296020508, "eval_runtime": 8.7777, "eval_samples_per_second": 7.177, "eval_steps_per_second": 1.823, "eval_wer": 0.47617039223956137, "step": 245 }, { "epoch": 7.14, "learning_rate": 0.00037533141210374643, "loss": 1.0885, "step": 250 }, { "epoch": 7.43, "learning_rate": 0.000374178674351585, "loss": 0.9235, "step": 260 }, { "epoch": 7.71, "learning_rate": 0.00037302593659942364, "loss": 1.0039, "step": 270 }, { "epoch": 7.99, "learning_rate": 0.0003718731988472623, "loss": 0.8907, "step": 280 }, { "epoch": 7.99, "eval_loss": 1.4811413288116455, "eval_runtime": 8.7992, "eval_samples_per_second": 7.16, "eval_steps_per_second": 1.818, "eval_wer": 0.467313369886124, "step": 280 }, { "epoch": 8.28, "learning_rate": 0.0003707204610951009, "loss": 1.0557, "step": 290 }, { "epoch": 8.57, "learning_rate": 0.0003695677233429395, "loss": 0.9808, "step": 300 }, { "epoch": 8.85, "learning_rate": 0.0003684149855907781, "loss": 0.8605, "step": 310 }, { "epoch": 8.99, "eval_loss": 1.9113553762435913, "eval_runtime": 8.737, "eval_samples_per_second": 7.211, "eval_steps_per_second": 1.831, "eval_wer": 0.4479122733024041, "step": 315 }, { "epoch": 9.14, "learning_rate": 0.00036726224783861674, "loss": 0.8891, "step": 320 }, { "epoch": 9.43, "learning_rate": 0.0003661095100864553, "loss": 0.9639, "step": 330 }, { "epoch": 9.71, "learning_rate": 0.00036495677233429395, "loss": 0.8316, "step": 340 }, { "epoch": 9.99, "learning_rate": 0.0003638040345821326, "loss": 0.8498, "step": 350 }, { "epoch": 9.99, "eval_loss": 1.210748553276062, "eval_runtime": 8.7375, "eval_samples_per_second": 7.21, "eval_steps_per_second": 1.831, "eval_wer": 0.47279628848587096, "step": 350 }, { "epoch": 10.28, "learning_rate": 0.0003626512968299712, "loss": 0.9453, "step": 360 }, { "epoch": 10.57, "learning_rate": 0.0003614985590778098, "loss": 0.8499, "step": 370 }, { "epoch": 10.85, "learning_rate": 0.0003603458213256484, "loss": 0.7205, "step": 380 }, { "epoch": 10.99, "eval_loss": 1.574381947517395, "eval_runtime": 8.7195, "eval_samples_per_second": 7.225, "eval_steps_per_second": 1.835, "eval_wer": 0.45255166596372837, "step": 385 }, { "epoch": 11.14, "learning_rate": 0.00035919308357348705, "loss": 1.0183, "step": 390 }, { "epoch": 11.43, "learning_rate": 0.0003580403458213257, "loss": 0.7708, "step": 400 }, { "epoch": 11.71, "learning_rate": 0.00035688760806916426, "loss": 0.8779, "step": 410 }, { "epoch": 11.99, "learning_rate": 0.0003557348703170029, "loss": 0.8417, "step": 420 }, { "epoch": 11.99, "eval_loss": 1.468916654586792, "eval_runtime": 8.7774, "eval_samples_per_second": 7.178, "eval_steps_per_second": 1.823, "eval_wer": 0.453395191902151, "step": 420 }, { "epoch": 12.28, "learning_rate": 0.0003545821325648415, "loss": 0.8197, "step": 430 }, { "epoch": 12.57, "learning_rate": 0.0003534293948126801, "loss": 0.7148, "step": 440 }, { "epoch": 12.85, "learning_rate": 0.00035227665706051873, "loss": 0.7734, "step": 450 }, { "epoch": 12.99, "eval_loss": 1.3531099557876587, "eval_runtime": 8.7009, "eval_samples_per_second": 7.241, "eval_steps_per_second": 1.839, "eval_wer": 0.4550822437789962, "step": 455 }, { "epoch": 13.14, "learning_rate": 0.00035112391930835736, "loss": 0.7908, "step": 460 }, { "epoch": 13.43, "learning_rate": 0.000349971181556196, "loss": 0.7157, "step": 470 }, { "epoch": 13.71, "learning_rate": 0.00034881844380403457, "loss": 0.7873, "step": 480 }, { "epoch": 13.99, "learning_rate": 0.00034766570605187326, "loss": 0.7762, "step": 490 }, { "epoch": 13.99, "eval_loss": 1.2924444675445557, "eval_runtime": 8.7984, "eval_samples_per_second": 7.16, "eval_steps_per_second": 1.819, "eval_wer": 0.4664698439477014, "step": 490 }, { "epoch": 14.28, "learning_rate": 0.00034651296829971183, "loss": 0.8195, "step": 500 }, { "epoch": 14.57, "learning_rate": 0.00034536023054755047, "loss": 0.7457, "step": 510 }, { "epoch": 14.85, "learning_rate": 0.00034420749279538904, "loss": 0.6812, "step": 520 }, { "epoch": 14.99, "eval_loss": 1.0827070474624634, "eval_runtime": 8.7923, "eval_samples_per_second": 7.165, "eval_steps_per_second": 1.82, "eval_wer": 0.40995360607338677, "step": 525 }, { "epoch": 15.14, "learning_rate": 0.0003430547550432277, "loss": 0.7591, "step": 530 }, { "epoch": 15.43, "learning_rate": 0.0003419020172910663, "loss": 0.7642, "step": 540 }, { "epoch": 15.71, "learning_rate": 0.0003407492795389049, "loss": 1.27, "step": 550 }, { "epoch": 15.99, "learning_rate": 0.0003395965417867435, "loss": 0.7245, "step": 560 }, { "epoch": 15.99, "eval_loss": 1.4069534540176392, "eval_runtime": 8.8121, "eval_samples_per_second": 7.149, "eval_steps_per_second": 1.816, "eval_wer": 0.43525938422606497, "step": 560 }, { "epoch": 16.28, "learning_rate": 0.00033844380403458214, "loss": 0.7721, "step": 570 }, { "epoch": 16.57, "learning_rate": 0.0003372910662824208, "loss": 0.6945, "step": 580 }, { "epoch": 16.85, "learning_rate": 0.00033613832853025935, "loss": 0.6508, "step": 590 }, { "epoch": 16.99, "eval_loss": 1.052022099494934, "eval_runtime": 8.7064, "eval_samples_per_second": 7.236, "eval_steps_per_second": 1.838, "eval_wer": 0.4086883171657528, "step": 595 }, { "epoch": 17.14, "learning_rate": 0.00033498559077809804, "loss": 0.735, "step": 600 }, { "epoch": 17.43, "learning_rate": 0.0003338328530259366, "loss": 0.6526, "step": 610 }, { "epoch": 17.71, "learning_rate": 0.00033268011527377525, "loss": 0.6955, "step": 620 }, { "epoch": 17.99, "learning_rate": 0.0003315273775216138, "loss": 0.7144, "step": 630 }, { "epoch": 17.99, "eval_loss": 1.0728662014007568, "eval_runtime": 8.8004, "eval_samples_per_second": 7.159, "eval_steps_per_second": 1.818, "eval_wer": 0.42091944327288067, "step": 630 }, { "epoch": 18.28, "learning_rate": 0.0003303746397694525, "loss": 0.6136, "step": 640 }, { "epoch": 18.57, "learning_rate": 0.0003292219020172911, "loss": 0.6545, "step": 650 }, { "epoch": 18.85, "learning_rate": 0.00032806916426512966, "loss": 0.6566, "step": 660 }, { "epoch": 18.99, "eval_loss": 1.1671946048736572, "eval_runtime": 8.7903, "eval_samples_per_second": 7.167, "eval_steps_per_second": 1.82, "eval_wer": 0.4053142134120624, "step": 665 }, { "epoch": 19.14, "learning_rate": 0.00032691642651296835, "loss": 0.7112, "step": 670 }, { "epoch": 19.43, "learning_rate": 0.0003257636887608069, "loss": 0.6853, "step": 680 }, { "epoch": 19.71, "learning_rate": 0.00032461095100864556, "loss": 0.7222, "step": 690 }, { "epoch": 19.99, "learning_rate": 0.00032345821325648413, "loss": 0.5802, "step": 700 }, { "epoch": 19.99, "eval_loss": 1.0128839015960693, "eval_runtime": 8.823, "eval_samples_per_second": 7.14, "eval_steps_per_second": 1.813, "eval_wer": 0.4015183466891607, "step": 700 }, { "epoch": 20.28, "learning_rate": 0.0003223054755043228, "loss": 0.6989, "step": 710 }, { "epoch": 20.57, "learning_rate": 0.0003211527377521614, "loss": 0.6103, "step": 720 }, { "epoch": 20.85, "learning_rate": 0.00032, "loss": 0.5924, "step": 730 }, { "epoch": 20.99, "eval_loss": 1.0761842727661133, "eval_runtime": 8.6827, "eval_samples_per_second": 7.256, "eval_steps_per_second": 1.843, "eval_wer": 0.40067482075073807, "step": 735 }, { "epoch": 21.14, "learning_rate": 0.0003188472622478386, "loss": 0.641, "step": 740 }, { "epoch": 21.43, "learning_rate": 0.0003176945244956773, "loss": 0.7465, "step": 750 }, { "epoch": 21.71, "learning_rate": 0.00031654178674351587, "loss": 0.6215, "step": 760 }, { "epoch": 21.99, "learning_rate": 0.00031538904899135444, "loss": 0.7051, "step": 770 }, { "epoch": 21.99, "eval_loss": 1.025338053703308, "eval_runtime": 8.7155, "eval_samples_per_second": 7.229, "eval_steps_per_second": 1.836, "eval_wer": 0.4027836355967946, "step": 770 }, { "epoch": 22.28, "learning_rate": 0.00031423631123919313, "loss": 0.6773, "step": 780 }, { "epoch": 22.57, "learning_rate": 0.0003130835734870317, "loss": 0.6137, "step": 790 }, { "epoch": 22.85, "learning_rate": 0.00031193083573487034, "loss": 0.5669, "step": 800 }, { "epoch": 22.99, "eval_loss": 1.0526078939437866, "eval_runtime": 8.675, "eval_samples_per_second": 7.262, "eval_steps_per_second": 1.844, "eval_wer": 0.41881062842682415, "step": 805 }, { "epoch": 23.14, "learning_rate": 0.0003107780979827089, "loss": 0.5976, "step": 810 }, { "epoch": 23.43, "learning_rate": 0.0003096253602305476, "loss": 0.6745, "step": 820 }, { "epoch": 23.71, "learning_rate": 0.0003084726224783862, "loss": 0.7289, "step": 830 }, { "epoch": 23.99, "learning_rate": 0.0003073198847262248, "loss": 0.6209, "step": 840 }, { "epoch": 23.99, "eval_loss": 1.0177326202392578, "eval_runtime": 8.832, "eval_samples_per_second": 7.133, "eval_steps_per_second": 1.812, "eval_wer": 0.4213412062420919, "step": 840 }, { "epoch": 24.28, "learning_rate": 0.00030616714697406344, "loss": 0.6383, "step": 850 }, { "epoch": 24.57, "learning_rate": 0.00030501440922190207, "loss": 0.5804, "step": 860 }, { "epoch": 24.85, "learning_rate": 0.00030386167146974065, "loss": 0.635, "step": 870 }, { "epoch": 24.99, "eval_loss": 0.929938554763794, "eval_runtime": 8.8255, "eval_samples_per_second": 7.138, "eval_steps_per_second": 1.813, "eval_wer": 0.401940109658372, "step": 875 }, { "epoch": 25.14, "learning_rate": 0.0003027089337175792, "loss": 0.74, "step": 880 }, { "epoch": 25.43, "learning_rate": 0.0003015561959654179, "loss": 0.6235, "step": 890 }, { "epoch": 25.71, "learning_rate": 0.0003004034582132565, "loss": 0.6219, "step": 900 }, { "epoch": 25.99, "learning_rate": 0.0002992507204610951, "loss": 0.5914, "step": 910 }, { "epoch": 25.99, "eval_loss": 1.0058447122573853, "eval_runtime": 8.6702, "eval_samples_per_second": 7.266, "eval_steps_per_second": 1.845, "eval_wer": 0.4141712357654998, "step": 910 }, { "epoch": 26.28, "learning_rate": 0.00029809798270893375, "loss": 0.6127, "step": 920 }, { "epoch": 26.57, "learning_rate": 0.0002969452449567724, "loss": 0.5335, "step": 930 }, { "epoch": 26.85, "learning_rate": 0.00029579250720461096, "loss": 0.5983, "step": 940 }, { "epoch": 26.99, "eval_loss": 0.9719786643981934, "eval_runtime": 8.6673, "eval_samples_per_second": 7.269, "eval_steps_per_second": 1.846, "eval_wer": 0.4141712357654998, "step": 945 }, { "epoch": 27.14, "learning_rate": 0.0002946397694524496, "loss": 0.559, "step": 950 }, { "epoch": 27.43, "learning_rate": 0.0002934870317002882, "loss": 0.6208, "step": 960 }, { "epoch": 27.71, "learning_rate": 0.00029233429394812685, "loss": 0.5678, "step": 970 }, { "epoch": 27.99, "learning_rate": 0.0002911815561959654, "loss": 0.5631, "step": 980 }, { "epoch": 27.99, "eval_loss": 0.8982506990432739, "eval_runtime": 8.7362, "eval_samples_per_second": 7.211, "eval_steps_per_second": 1.831, "eval_wer": 0.4027836355967946, "step": 980 }, { "epoch": 28.28, "learning_rate": 0.000290028818443804, "loss": 0.5503, "step": 990 }, { "epoch": 28.57, "learning_rate": 0.0002888760806916427, "loss": 0.5238, "step": 1000 }, { "epoch": 28.85, "learning_rate": 0.00028772334293948127, "loss": 0.552, "step": 1010 }, { "epoch": 28.99, "eval_loss": 0.914803683757782, "eval_runtime": 8.7166, "eval_samples_per_second": 7.228, "eval_steps_per_second": 1.836, "eval_wer": 0.41838886545761284, "step": 1015 }, { "epoch": 29.14, "learning_rate": 0.0002865706051873199, "loss": 0.5816, "step": 1020 }, { "epoch": 29.43, "learning_rate": 0.00028541786743515853, "loss": 0.5295, "step": 1030 }, { "epoch": 29.71, "learning_rate": 0.00028426512968299716, "loss": 0.5742, "step": 1040 }, { "epoch": 29.99, "learning_rate": 0.00028311239193083574, "loss": 0.5213, "step": 1050 }, { "epoch": 29.99, "eval_loss": 1.0816500186920166, "eval_runtime": 8.9248, "eval_samples_per_second": 7.059, "eval_steps_per_second": 1.793, "eval_wer": 0.4141712357654998, "step": 1050 }, { "epoch": 30.28, "learning_rate": 0.00028195965417867437, "loss": 0.681, "step": 1060 }, { "epoch": 30.57, "learning_rate": 0.000280806916426513, "loss": 0.5139, "step": 1070 }, { "epoch": 30.85, "learning_rate": 0.00027965417867435163, "loss": 0.5387, "step": 1080 }, { "epoch": 30.99, "eval_loss": 0.9432059526443481, "eval_runtime": 8.8063, "eval_samples_per_second": 7.154, "eval_steps_per_second": 1.817, "eval_wer": 0.41881062842682415, "step": 1085 }, { "epoch": 31.14, "learning_rate": 0.0002785014409221902, "loss": 0.5541, "step": 1090 }, { "epoch": 31.43, "learning_rate": 0.00027734870317002884, "loss": 0.6006, "step": 1100 }, { "epoch": 31.71, "learning_rate": 0.00027619596541786747, "loss": 0.6104, "step": 1110 }, { "epoch": 31.99, "learning_rate": 0.00027504322766570605, "loss": 0.5276, "step": 1120 }, { "epoch": 31.99, "eval_loss": 1.1206682920455933, "eval_runtime": 8.7507, "eval_samples_per_second": 7.199, "eval_steps_per_second": 1.828, "eval_wer": 0.40067482075073807, "step": 1120 }, { "epoch": 32.28, "learning_rate": 0.0002738904899135447, "loss": 0.511, "step": 1130 }, { "epoch": 32.57, "learning_rate": 0.0002727377521613833, "loss": 0.4948, "step": 1140 }, { "epoch": 32.85, "learning_rate": 0.00027158501440922194, "loss": 0.5778, "step": 1150 }, { "epoch": 32.99, "eval_loss": 0.9253532886505127, "eval_runtime": 8.8188, "eval_samples_per_second": 7.144, "eval_steps_per_second": 1.814, "eval_wer": 0.4150147617039224, "step": 1155 }, { "epoch": 33.14, "learning_rate": 0.0002704322766570605, "loss": 0.551, "step": 1160 }, { "epoch": 33.43, "learning_rate": 0.00026927953890489915, "loss": 0.5115, "step": 1170 }, { "epoch": 33.71, "learning_rate": 0.0002681268011527378, "loss": 0.6795, "step": 1180 }, { "epoch": 33.99, "learning_rate": 0.0002669740634005764, "loss": 0.5001, "step": 1190 }, { "epoch": 33.99, "eval_loss": 1.0393145084381104, "eval_runtime": 8.783, "eval_samples_per_second": 7.173, "eval_steps_per_second": 1.822, "eval_wer": 0.4192323913960354, "step": 1190 }, { "epoch": 34.28, "learning_rate": 0.000265821325648415, "loss": 0.5146, "step": 1200 }, { "epoch": 34.57, "learning_rate": 0.0002646685878962536, "loss": 0.5165, "step": 1210 }, { "epoch": 34.85, "learning_rate": 0.00026351585014409225, "loss": 0.5329, "step": 1220 }, { "epoch": 34.99, "eval_loss": 0.9108927249908447, "eval_runtime": 8.8479, "eval_samples_per_second": 7.12, "eval_steps_per_second": 1.808, "eval_wer": 0.39645719105862504, "step": 1225 }, { "epoch": 35.14, "learning_rate": 0.0002623631123919308, "loss": 0.5703, "step": 1230 }, { "epoch": 35.43, "learning_rate": 0.00026121037463976946, "loss": 0.5296, "step": 1240 }, { "epoch": 35.71, "learning_rate": 0.0002600576368876081, "loss": 0.5212, "step": 1250 }, { "epoch": 35.99, "learning_rate": 0.0002589048991354467, "loss": 0.5168, "step": 1260 }, { "epoch": 35.99, "eval_loss": 0.8983320593833923, "eval_runtime": 8.8493, "eval_samples_per_second": 7.119, "eval_steps_per_second": 1.808, "eval_wer": 0.429776465626318, "step": 1260 }, { "epoch": 36.28, "learning_rate": 0.0002577521613832853, "loss": 0.528, "step": 1270 }, { "epoch": 36.57, "learning_rate": 0.00025659942363112393, "loss": 0.4487, "step": 1280 }, { "epoch": 36.85, "learning_rate": 0.00025544668587896256, "loss": 0.4918, "step": 1290 }, { "epoch": 36.99, "eval_loss": 0.8411929607391357, "eval_runtime": 8.8153, "eval_samples_per_second": 7.147, "eval_steps_per_second": 1.815, "eval_wer": 0.4086883171657528, "step": 1295 }, { "epoch": 37.14, "learning_rate": 0.0002542939481268012, "loss": 0.5363, "step": 1300 }, { "epoch": 37.43, "learning_rate": 0.00025314121037463977, "loss": 0.4954, "step": 1310 }, { "epoch": 37.71, "learning_rate": 0.0002519884726224784, "loss": 0.4878, "step": 1320 }, { "epoch": 37.99, "learning_rate": 0.00025083573487031703, "loss": 0.5651, "step": 1330 }, { "epoch": 37.99, "eval_loss": 0.8560371398925781, "eval_runtime": 9.0193, "eval_samples_per_second": 6.985, "eval_steps_per_second": 1.774, "eval_wer": 0.42176296921130324, "step": 1330 }, { "epoch": 38.28, "learning_rate": 0.0002496829971181556, "loss": 0.5888, "step": 1340 }, { "epoch": 38.57, "learning_rate": 0.00024853025936599424, "loss": 0.485, "step": 1350 }, { "epoch": 38.85, "learning_rate": 0.00024737752161383287, "loss": 0.438, "step": 1360 }, { "epoch": 38.99, "eval_loss": 0.8555735349655151, "eval_runtime": 8.8578, "eval_samples_per_second": 7.112, "eval_steps_per_second": 1.806, "eval_wer": 0.4171235765499789, "step": 1365 }, { "epoch": 39.14, "learning_rate": 0.0002462247838616715, "loss": 0.5556, "step": 1370 }, { "epoch": 39.43, "learning_rate": 0.0002450720461095101, "loss": 0.4795, "step": 1380 }, { "epoch": 39.71, "learning_rate": 0.00024391930835734874, "loss": 0.4785, "step": 1390 }, { "epoch": 39.99, "learning_rate": 0.00024276657060518734, "loss": 0.4808, "step": 1400 }, { "epoch": 39.99, "eval_loss": 0.8319878578186035, "eval_runtime": 8.7692, "eval_samples_per_second": 7.184, "eval_steps_per_second": 1.825, "eval_wer": 0.4175453395191902, "step": 1400 }, { "epoch": 40.28, "learning_rate": 0.00024161383285302597, "loss": 0.5304, "step": 1410 }, { "epoch": 40.57, "learning_rate": 0.00024046109510086458, "loss": 0.4896, "step": 1420 }, { "epoch": 40.85, "learning_rate": 0.00023930835734870315, "loss": 0.5372, "step": 1430 }, { "epoch": 40.99, "eval_loss": 0.9745492339134216, "eval_runtime": 8.7927, "eval_samples_per_second": 7.165, "eval_steps_per_second": 1.82, "eval_wer": 0.39561366512020246, "step": 1435 }, { "epoch": 41.14, "learning_rate": 0.0002381556195965418, "loss": 0.4811, "step": 1440 }, { "epoch": 41.43, "learning_rate": 0.0002370028818443804, "loss": 0.4714, "step": 1450 }, { "epoch": 41.71, "learning_rate": 0.00023585014409221905, "loss": 0.5127, "step": 1460 }, { "epoch": 41.99, "learning_rate": 0.00023469740634005762, "loss": 0.4814, "step": 1470 }, { "epoch": 41.99, "eval_loss": 0.8032535910606384, "eval_runtime": 8.8256, "eval_samples_per_second": 7.138, "eval_steps_per_second": 1.813, "eval_wer": 0.4120624209194433, "step": 1470 }, { "epoch": 42.28, "learning_rate": 0.00023354466858789628, "loss": 0.4302, "step": 1480 }, { "epoch": 42.57, "learning_rate": 0.00023239193083573489, "loss": 0.4579, "step": 1490 }, { "epoch": 42.85, "learning_rate": 0.00023123919308357352, "loss": 0.4416, "step": 1500 }, { "epoch": 42.99, "eval_loss": 0.8194773197174072, "eval_runtime": 8.7558, "eval_samples_per_second": 7.195, "eval_steps_per_second": 1.827, "eval_wer": 0.39898776887389287, "step": 1505 }, { "epoch": 43.14, "learning_rate": 0.00023008645533141212, "loss": 0.4628, "step": 1510 }, { "epoch": 43.43, "learning_rate": 0.00022893371757925075, "loss": 0.4765, "step": 1520 }, { "epoch": 43.71, "learning_rate": 0.00022778097982708936, "loss": 0.4504, "step": 1530 }, { "epoch": 43.99, "learning_rate": 0.00022662824207492793, "loss": 0.4958, "step": 1540 }, { "epoch": 43.99, "eval_loss": 0.8263903856277466, "eval_runtime": 8.775, "eval_samples_per_second": 7.179, "eval_steps_per_second": 1.823, "eval_wer": 0.39561366512020246, "step": 1540 }, { "epoch": 44.28, "learning_rate": 0.0002254755043227666, "loss": 0.4835, "step": 1550 }, { "epoch": 44.57, "learning_rate": 0.00022432276657060517, "loss": 0.4188, "step": 1560 }, { "epoch": 44.85, "learning_rate": 0.00022317002881844383, "loss": 0.4665, "step": 1570 }, { "epoch": 44.99, "eval_loss": 0.8172122240066528, "eval_runtime": 8.7583, "eval_samples_per_second": 7.193, "eval_steps_per_second": 1.827, "eval_wer": 0.4070012652889076, "step": 1575 }, { "epoch": 45.14, "learning_rate": 0.00022201729106628243, "loss": 0.4708, "step": 1580 }, { "epoch": 45.43, "learning_rate": 0.00022086455331412106, "loss": 0.4321, "step": 1590 }, { "epoch": 45.71, "learning_rate": 0.00021971181556195967, "loss": 0.5132, "step": 1600 }, { "epoch": 45.99, "learning_rate": 0.0002185590778097983, "loss": 0.4196, "step": 1610 }, { "epoch": 45.99, "eval_loss": 0.7970888018608093, "eval_runtime": 8.8547, "eval_samples_per_second": 7.115, "eval_steps_per_second": 1.807, "eval_wer": 0.39519190215099115, "step": 1610 }, { "epoch": 46.28, "learning_rate": 0.0002174063400576369, "loss": 0.5437, "step": 1620 }, { "epoch": 46.57, "learning_rate": 0.00021625360230547553, "loss": 0.4058, "step": 1630 }, { "epoch": 46.85, "learning_rate": 0.00021510086455331414, "loss": 0.4088, "step": 1640 }, { "epoch": 46.99, "eval_loss": 0.7417133450508118, "eval_runtime": 8.7997, "eval_samples_per_second": 7.159, "eval_steps_per_second": 1.818, "eval_wer": 0.38802193167439897, "step": 1645 }, { "epoch": 47.14, "learning_rate": 0.0002139481268011527, "loss": 0.4692, "step": 1650 }, { "epoch": 47.43, "learning_rate": 0.00021279538904899137, "loss": 0.4082, "step": 1660 }, { "epoch": 47.71, "learning_rate": 0.00021164265129682998, "loss": 0.4934, "step": 1670 }, { "epoch": 47.99, "learning_rate": 0.0002104899135446686, "loss": 0.4308, "step": 1680 }, { "epoch": 47.99, "eval_loss": 0.7806001901626587, "eval_runtime": 8.8422, "eval_samples_per_second": 7.125, "eval_steps_per_second": 1.81, "eval_wer": 0.39308308730493463, "step": 1680 }, { "epoch": 48.28, "learning_rate": 0.0002093371757925072, "loss": 0.4835, "step": 1690 }, { "epoch": 48.57, "learning_rate": 0.00020818443804034584, "loss": 0.4237, "step": 1700 }, { "epoch": 48.85, "learning_rate": 0.00020703170028818445, "loss": 0.4173, "step": 1710 }, { "epoch": 48.99, "eval_loss": 0.7380473613739014, "eval_runtime": 8.9386, "eval_samples_per_second": 7.048, "eval_steps_per_second": 1.79, "eval_wer": 0.392239561366512, "step": 1715 }, { "epoch": 49.14, "learning_rate": 0.00020587896253602308, "loss": 0.6076, "step": 1720 }, { "epoch": 49.43, "learning_rate": 0.00020472622478386168, "loss": 0.4505, "step": 1730 }, { "epoch": 49.71, "learning_rate": 0.0002035734870317003, "loss": 0.4394, "step": 1740 }, { "epoch": 49.99, "learning_rate": 0.00020242074927953892, "loss": 0.4653, "step": 1750 }, { "epoch": 49.99, "eval_loss": 0.8961731195449829, "eval_runtime": 8.8706, "eval_samples_per_second": 7.102, "eval_steps_per_second": 1.804, "eval_wer": 0.4027836355967946, "step": 1750 }, { "epoch": 50.28, "learning_rate": 0.00020126801152737752, "loss": 0.4578, "step": 1760 }, { "epoch": 50.57, "learning_rate": 0.00020011527377521615, "loss": 1.0308, "step": 1770 }, { "epoch": 50.85, "learning_rate": 0.00019896253602305476, "loss": 0.4406, "step": 1780 }, { "epoch": 50.99, "eval_loss": 0.7790281176567078, "eval_runtime": 8.8636, "eval_samples_per_second": 7.108, "eval_steps_per_second": 1.805, "eval_wer": 0.39350485027414595, "step": 1785 }, { "epoch": 51.14, "learning_rate": 0.0001978097982708934, "loss": 0.5174, "step": 1790 }, { "epoch": 51.43, "learning_rate": 0.00019665706051873202, "loss": 0.489, "step": 1800 }, { "epoch": 51.71, "learning_rate": 0.00019550432276657062, "loss": 0.6726, "step": 1810 }, { "epoch": 51.99, "learning_rate": 0.00019435158501440923, "loss": 0.4664, "step": 1820 }, { "epoch": 51.99, "eval_loss": 0.917263925075531, "eval_runtime": 8.8897, "eval_samples_per_second": 7.087, "eval_steps_per_second": 1.8, "eval_wer": 0.3892872205820329, "step": 1820 }, { "epoch": 52.28, "learning_rate": 0.00019319884726224783, "loss": 0.4466, "step": 1830 }, { "epoch": 52.57, "learning_rate": 0.00019204610951008646, "loss": 0.4465, "step": 1840 }, { "epoch": 52.85, "learning_rate": 0.00019089337175792507, "loss": 0.4486, "step": 1850 }, { "epoch": 52.99, "eval_loss": 0.8234918713569641, "eval_runtime": 8.8605, "eval_samples_per_second": 7.11, "eval_steps_per_second": 1.806, "eval_wer": 0.392239561366512, "step": 1855 }, { "epoch": 53.14, "learning_rate": 0.0001897406340057637, "loss": 0.4336, "step": 1860 }, { "epoch": 53.43, "learning_rate": 0.0001885878962536023, "loss": 0.4376, "step": 1870 }, { "epoch": 53.71, "learning_rate": 0.00018743515850144093, "loss": 0.4706, "step": 1880 }, { "epoch": 53.99, "learning_rate": 0.00018628242074927956, "loss": 0.4137, "step": 1890 }, { "epoch": 53.99, "eval_loss": 0.8031628727912903, "eval_runtime": 8.8634, "eval_samples_per_second": 7.108, "eval_steps_per_second": 1.805, "eval_wer": 0.3926613243357233, "step": 1890 }, { "epoch": 54.28, "learning_rate": 0.00018512968299711817, "loss": 0.4758, "step": 1900 }, { "epoch": 54.57, "learning_rate": 0.0001839769452449568, "loss": 0.3621, "step": 1910 }, { "epoch": 54.85, "learning_rate": 0.0001828242074927954, "loss": 0.4402, "step": 1920 }, { "epoch": 54.99, "eval_loss": 0.7658433318138123, "eval_runtime": 8.8656, "eval_samples_per_second": 7.106, "eval_steps_per_second": 1.805, "eval_wer": 0.38296077604386336, "step": 1925 }, { "epoch": 55.14, "learning_rate": 0.000181671469740634, "loss": 0.4614, "step": 1930 }, { "epoch": 55.43, "learning_rate": 0.0001805187319884726, "loss": 0.4183, "step": 1940 }, { "epoch": 55.71, "learning_rate": 0.00017936599423631124, "loss": 0.4065, "step": 1950 }, { "epoch": 55.99, "learning_rate": 0.00017821325648414985, "loss": 0.4101, "step": 1960 }, { "epoch": 55.99, "eval_loss": 0.8620884418487549, "eval_runtime": 8.9342, "eval_samples_per_second": 7.052, "eval_steps_per_second": 1.791, "eval_wer": 0.3994095318431042, "step": 1960 }, { "epoch": 56.28, "learning_rate": 0.00017706051873198848, "loss": 0.5536, "step": 1970 }, { "epoch": 56.57, "learning_rate": 0.0001759077809798271, "loss": 0.4167, "step": 1980 }, { "epoch": 56.85, "learning_rate": 0.0001747550432276657, "loss": 0.5239, "step": 1990 }, { "epoch": 56.99, "eval_loss": 0.7903460264205933, "eval_runtime": 8.918, "eval_samples_per_second": 7.064, "eval_steps_per_second": 1.794, "eval_wer": 0.39561366512020246, "step": 1995 }, { "epoch": 57.14, "learning_rate": 0.00017360230547550434, "loss": 0.6093, "step": 2000 }, { "epoch": 57.43, "learning_rate": 0.00017244956772334295, "loss": 0.4394, "step": 2010 }, { "epoch": 57.71, "learning_rate": 0.00017129682997118158, "loss": 0.4504, "step": 2020 }, { "epoch": 57.99, "learning_rate": 0.00017014409221902018, "loss": 0.4151, "step": 2030 }, { "epoch": 57.99, "eval_loss": 0.7849175333976746, "eval_runtime": 8.9241, "eval_samples_per_second": 7.06, "eval_steps_per_second": 1.793, "eval_wer": 0.3871784057359764, "step": 2030 }, { "epoch": 58.28, "learning_rate": 0.0001689913544668588, "loss": 0.463, "step": 2040 }, { "epoch": 58.57, "learning_rate": 0.00016783861671469742, "loss": 0.4195, "step": 2050 }, { "epoch": 58.85, "learning_rate": 0.00016668587896253602, "loss": 0.4766, "step": 2060 }, { "epoch": 58.99, "eval_loss": 0.8306421041488647, "eval_runtime": 9.0122, "eval_samples_per_second": 6.99, "eval_steps_per_second": 1.775, "eval_wer": 0.39181779839730074, "step": 2065 }, { "epoch": 59.14, "learning_rate": 0.00016553314121037465, "loss": 0.4292, "step": 2070 }, { "epoch": 59.43, "learning_rate": 0.00016438040345821326, "loss": 0.4278, "step": 2080 }, { "epoch": 59.71, "learning_rate": 0.0001632276657060519, "loss": 0.4586, "step": 2090 }, { "epoch": 59.99, "learning_rate": 0.0001620749279538905, "loss": 0.4882, "step": 2100 }, { "epoch": 59.99, "eval_loss": 0.8134064674377441, "eval_runtime": 8.8415, "eval_samples_per_second": 7.125, "eval_steps_per_second": 1.81, "eval_wer": 0.3926613243357233, "step": 2100 }, { "epoch": 60.28, "learning_rate": 0.00016092219020172912, "loss": 0.3925, "step": 2110 }, { "epoch": 60.57, "learning_rate": 0.00015976945244956773, "loss": 0.4318, "step": 2120 }, { "epoch": 60.85, "learning_rate": 0.00015861671469740636, "loss": 0.4583, "step": 2130 }, { "epoch": 60.99, "eval_loss": 0.9527338743209839, "eval_runtime": 8.8501, "eval_samples_per_second": 7.119, "eval_steps_per_second": 1.808, "eval_wer": 0.3850695908899199, "step": 2135 }, { "epoch": 61.14, "learning_rate": 0.00015746397694524496, "loss": 0.6257, "step": 2140 }, { "epoch": 61.43, "learning_rate": 0.0001563112391930836, "loss": 0.3906, "step": 2150 }, { "epoch": 61.71, "learning_rate": 0.0001551585014409222, "loss": 0.468, "step": 2160 }, { "epoch": 61.99, "learning_rate": 0.0001540057636887608, "loss": 0.4284, "step": 2170 }, { "epoch": 61.99, "eval_loss": 0.9743154048919678, "eval_runtime": 8.9267, "eval_samples_per_second": 7.057, "eval_steps_per_second": 1.792, "eval_wer": 0.3998312948123155, "step": 2170 }, { "epoch": 62.28, "learning_rate": 0.00015285302593659943, "loss": 0.3827, "step": 2180 }, { "epoch": 62.57, "learning_rate": 0.00015170028818443804, "loss": 0.3974, "step": 2190 }, { "epoch": 62.85, "learning_rate": 0.00015054755043227667, "loss": 0.46, "step": 2200 }, { "epoch": 62.99, "eval_loss": 0.7807419300079346, "eval_runtime": 8.9409, "eval_samples_per_second": 7.046, "eval_steps_per_second": 1.79, "eval_wer": 0.38296077604386336, "step": 2205 }, { "epoch": 63.14, "learning_rate": 0.00014939481268011527, "loss": 0.4637, "step": 2210 }, { "epoch": 63.43, "learning_rate": 0.0001482420749279539, "loss": 0.3948, "step": 2220 }, { "epoch": 63.71, "learning_rate": 0.0001470893371757925, "loss": 0.4112, "step": 2230 }, { "epoch": 63.99, "learning_rate": 0.00014593659942363114, "loss": 0.4039, "step": 2240 }, { "epoch": 63.99, "eval_loss": 0.8864094614982605, "eval_runtime": 8.7598, "eval_samples_per_second": 7.192, "eval_steps_per_second": 1.827, "eval_wer": 0.3884436946436103, "step": 2240 }, { "epoch": 64.28, "learning_rate": 0.00014478386167146974, "loss": 0.3935, "step": 2250 }, { "epoch": 64.57, "learning_rate": 0.00014363112391930838, "loss": 0.3677, "step": 2260 }, { "epoch": 64.85, "learning_rate": 0.00014247838616714698, "loss": 0.3868, "step": 2270 }, { "epoch": 64.99, "eval_loss": 0.7304245233535767, "eval_runtime": 8.9023, "eval_samples_per_second": 7.077, "eval_steps_per_second": 1.797, "eval_wer": 0.3816954871362294, "step": 2275 }, { "epoch": 65.14, "learning_rate": 0.00014132564841498558, "loss": 0.4321, "step": 2280 }, { "epoch": 65.43, "learning_rate": 0.00014017291066282421, "loss": 0.3726, "step": 2290 }, { "epoch": 65.71, "learning_rate": 0.00013902017291066282, "loss": 0.428, "step": 2300 }, { "epoch": 65.99, "learning_rate": 0.00013786743515850145, "loss": 0.3934, "step": 2310 }, { "epoch": 65.99, "eval_loss": 0.875798761844635, "eval_runtime": 8.8052, "eval_samples_per_second": 7.155, "eval_steps_per_second": 1.817, "eval_wer": 0.38464782792070856, "step": 2310 }, { "epoch": 66.28, "learning_rate": 0.00013671469740634005, "loss": 0.3963, "step": 2320 }, { "epoch": 66.57, "learning_rate": 0.00013556195965417869, "loss": 0.3708, "step": 2330 }, { "epoch": 66.85, "learning_rate": 0.0001344092219020173, "loss": 0.3776, "step": 2340 }, { "epoch": 66.99, "eval_loss": 0.8156087398529053, "eval_runtime": 8.9243, "eval_samples_per_second": 7.059, "eval_steps_per_second": 1.793, "eval_wer": 0.3762125685364825, "step": 2345 }, { "epoch": 67.14, "learning_rate": 0.00013325648414985592, "loss": 0.4032, "step": 2350 }, { "epoch": 67.43, "learning_rate": 0.00013210374639769455, "loss": 0.4047, "step": 2360 }, { "epoch": 67.71, "learning_rate": 0.00013095100864553316, "loss": 0.4063, "step": 2370 }, { "epoch": 67.99, "learning_rate": 0.00012979827089337176, "loss": 0.3499, "step": 2380 }, { "epoch": 67.99, "eval_loss": 0.814339816570282, "eval_runtime": 8.9099, "eval_samples_per_second": 7.071, "eval_steps_per_second": 1.796, "eval_wer": 0.3888654576128216, "step": 2380 }, { "epoch": 68.28, "learning_rate": 0.00012864553314121036, "loss": 0.4262, "step": 2390 }, { "epoch": 68.57, "learning_rate": 0.000127492795389049, "loss": 0.4213, "step": 2400 }, { "epoch": 68.85, "learning_rate": 0.0001263400576368876, "loss": 0.4055, "step": 2410 }, { "epoch": 68.99, "eval_loss": 0.7502649426460266, "eval_runtime": 8.8806, "eval_samples_per_second": 7.094, "eval_steps_per_second": 1.802, "eval_wer": 0.3795866722901729, "step": 2415 }, { "epoch": 69.14, "learning_rate": 0.00012518731988472623, "loss": 0.4393, "step": 2420 }, { "epoch": 69.43, "learning_rate": 0.00012403458213256483, "loss": 0.3695, "step": 2430 }, { "epoch": 69.71, "learning_rate": 0.00012288184438040347, "loss": 0.4452, "step": 2440 }, { "epoch": 69.99, "learning_rate": 0.00012172910662824208, "loss": 0.3505, "step": 2450 }, { "epoch": 69.99, "eval_loss": 0.7138158082962036, "eval_runtime": 8.8451, "eval_samples_per_second": 7.123, "eval_steps_per_second": 1.809, "eval_wer": 0.38043019822859553, "step": 2450 }, { "epoch": 70.28, "learning_rate": 0.0001205763688760807, "loss": 0.4222, "step": 2460 }, { "epoch": 70.57, "learning_rate": 0.00011942363112391932, "loss": 0.3144, "step": 2470 }, { "epoch": 70.85, "learning_rate": 0.00011827089337175794, "loss": 0.3755, "step": 2480 }, { "epoch": 70.99, "eval_loss": 0.8071521520614624, "eval_runtime": 8.8022, "eval_samples_per_second": 7.157, "eval_steps_per_second": 1.818, "eval_wer": 0.3800084352593842, "step": 2485 }, { "epoch": 71.14, "learning_rate": 0.00011711815561959654, "loss": 0.3778, "step": 2490 }, { "epoch": 71.43, "learning_rate": 0.00011596541786743516, "loss": 0.3831, "step": 2500 }, { "epoch": 71.71, "learning_rate": 0.00011481268011527378, "loss": 0.3552, "step": 2510 }, { "epoch": 71.99, "learning_rate": 0.0001136599423631124, "loss": 0.3594, "step": 2520 }, { "epoch": 71.99, "eval_loss": 0.7692469358444214, "eval_runtime": 8.7672, "eval_samples_per_second": 7.186, "eval_steps_per_second": 1.825, "eval_wer": 0.3850695908899199, "step": 2520 }, { "epoch": 72.28, "learning_rate": 0.00011250720461095101, "loss": 0.4549, "step": 2530 }, { "epoch": 72.57, "learning_rate": 0.00011135446685878963, "loss": 0.3636, "step": 2540 }, { "epoch": 72.85, "learning_rate": 0.00011020172910662825, "loss": 0.3167, "step": 2550 }, { "epoch": 72.99, "eval_loss": 0.6994994282722473, "eval_runtime": 8.766, "eval_samples_per_second": 7.187, "eval_steps_per_second": 1.825, "eval_wer": 0.3745255166596373, "step": 2555 }, { "epoch": 73.14, "learning_rate": 0.00010904899135446686, "loss": 0.3651, "step": 2560 }, { "epoch": 73.43, "learning_rate": 0.00010789625360230548, "loss": 0.3751, "step": 2570 }, { "epoch": 73.71, "learning_rate": 0.0001067435158501441, "loss": 0.4196, "step": 2580 }, { "epoch": 73.99, "learning_rate": 0.00010559077809798272, "loss": 0.3915, "step": 2590 }, { "epoch": 73.99, "eval_loss": 0.6712434887886047, "eval_runtime": 8.8181, "eval_samples_per_second": 7.144, "eval_steps_per_second": 1.814, "eval_wer": 0.3762125685364825, "step": 2590 }, { "epoch": 74.28, "learning_rate": 0.00010443804034582132, "loss": 0.3952, "step": 2600 }, { "epoch": 74.57, "learning_rate": 0.00010328530259365994, "loss": 0.3115, "step": 2610 }, { "epoch": 74.85, "learning_rate": 0.00010213256484149856, "loss": 0.3741, "step": 2620 }, { "epoch": 74.99, "eval_loss": 0.7139262557029724, "eval_runtime": 8.8329, "eval_samples_per_second": 7.132, "eval_steps_per_second": 1.811, "eval_wer": 0.3800084352593842, "step": 2625 }, { "epoch": 75.14, "learning_rate": 0.00010097982708933717, "loss": 0.3542, "step": 2630 }, { "epoch": 75.43, "learning_rate": 9.982708933717579e-05, "loss": 0.4682, "step": 2640 }, { "epoch": 75.71, "learning_rate": 9.867435158501441e-05, "loss": 0.3378, "step": 2650 }, { "epoch": 75.99, "learning_rate": 9.752161383285303e-05, "loss": 0.3708, "step": 2660 }, { "epoch": 75.99, "eval_loss": 0.7064934968948364, "eval_runtime": 8.8273, "eval_samples_per_second": 7.137, "eval_steps_per_second": 1.813, "eval_wer": 0.3833825390130747, "step": 2660 }, { "epoch": 76.28, "learning_rate": 9.636887608069164e-05, "loss": 0.4179, "step": 2670 }, { "epoch": 76.57, "learning_rate": 9.521613832853028e-05, "loss": 0.3543, "step": 2680 }, { "epoch": 76.85, "learning_rate": 9.406340057636888e-05, "loss": 0.3731, "step": 2690 }, { "epoch": 76.99, "eval_loss": 0.7315667867660522, "eval_runtime": 8.8516, "eval_samples_per_second": 7.117, "eval_steps_per_second": 1.808, "eval_wer": 0.37536904259805987, "step": 2695 }, { "epoch": 77.14, "learning_rate": 9.29106628242075e-05, "loss": 0.4854, "step": 2700 }, { "epoch": 77.43, "learning_rate": 9.175792507204611e-05, "loss": 0.3493, "step": 2710 }, { "epoch": 77.71, "learning_rate": 9.060518731988473e-05, "loss": 0.3559, "step": 2720 }, { "epoch": 77.99, "learning_rate": 8.945244956772335e-05, "loss": 0.3785, "step": 2730 }, { "epoch": 77.99, "eval_loss": 0.7071495056152344, "eval_runtime": 8.8836, "eval_samples_per_second": 7.092, "eval_steps_per_second": 1.801, "eval_wer": 0.3757908055672712, "step": 2730 }, { "epoch": 78.28, "learning_rate": 8.829971181556195e-05, "loss": 0.3751, "step": 2740 }, { "epoch": 78.57, "learning_rate": 8.714697406340057e-05, "loss": 0.3622, "step": 2750 }, { "epoch": 78.85, "learning_rate": 8.599423631123919e-05, "loss": 0.3466, "step": 2760 }, { "epoch": 78.99, "eval_loss": 0.7361500263214111, "eval_runtime": 9.0867, "eval_samples_per_second": 6.933, "eval_steps_per_second": 1.761, "eval_wer": 0.3833825390130747, "step": 2765 }, { "epoch": 79.14, "learning_rate": 8.484149855907782e-05, "loss": 0.3678, "step": 2770 }, { "epoch": 79.43, "learning_rate": 8.368876080691644e-05, "loss": 0.3829, "step": 2780 }, { "epoch": 79.71, "learning_rate": 8.253602305475506e-05, "loss": 0.4725, "step": 2790 }, { "epoch": 79.99, "learning_rate": 8.138328530259366e-05, "loss": 0.3505, "step": 2800 }, { "epoch": 79.99, "eval_loss": 0.6964561343193054, "eval_runtime": 8.8201, "eval_samples_per_second": 7.143, "eval_steps_per_second": 1.814, "eval_wer": 0.3800084352593842, "step": 2800 }, { "epoch": 80.28, "learning_rate": 8.023054755043228e-05, "loss": 0.3439, "step": 2810 }, { "epoch": 80.57, "learning_rate": 7.90778097982709e-05, "loss": 0.3645, "step": 2820 }, { "epoch": 80.85, "learning_rate": 7.792507204610951e-05, "loss": 0.4003, "step": 2830 }, { "epoch": 80.99, "eval_loss": 0.752064049243927, "eval_runtime": 8.7801, "eval_samples_per_second": 7.175, "eval_steps_per_second": 1.822, "eval_wer": 0.3766343315056938, "step": 2835 }, { "epoch": 81.14, "learning_rate": 7.677233429394813e-05, "loss": 0.4152, "step": 2840 }, { "epoch": 81.43, "learning_rate": 7.561959654178675e-05, "loss": 0.3652, "step": 2850 }, { "epoch": 81.71, "learning_rate": 7.446685878962537e-05, "loss": 0.3254, "step": 2860 }, { "epoch": 81.99, "learning_rate": 7.331412103746398e-05, "loss": 0.3723, "step": 2870 }, { "epoch": 81.99, "eval_loss": 0.7616933584213257, "eval_runtime": 8.8771, "eval_samples_per_second": 7.097, "eval_steps_per_second": 1.802, "eval_wer": 0.3749472796288486, "step": 2870 }, { "epoch": 82.28, "learning_rate": 7.21613832853026e-05, "loss": 0.3791, "step": 2880 }, { "epoch": 82.57, "learning_rate": 7.100864553314122e-05, "loss": 0.3127, "step": 2890 }, { "epoch": 82.85, "learning_rate": 6.985590778097984e-05, "loss": 0.4029, "step": 2900 }, { "epoch": 82.99, "eval_loss": 0.7659004926681519, "eval_runtime": 8.8596, "eval_samples_per_second": 7.111, "eval_steps_per_second": 1.806, "eval_wer": 0.38127372416701816, "step": 2905 }, { "epoch": 83.14, "learning_rate": 6.870317002881844e-05, "loss": 0.3742, "step": 2910 }, { "epoch": 83.43, "learning_rate": 6.755043227665706e-05, "loss": 0.3072, "step": 2920 }, { "epoch": 83.71, "learning_rate": 6.639769452449568e-05, "loss": 0.3836, "step": 2930 }, { "epoch": 83.99, "learning_rate": 6.52449567723343e-05, "loss": 0.3478, "step": 2940 }, { "epoch": 83.99, "eval_loss": 0.707669198513031, "eval_runtime": 8.9849, "eval_samples_per_second": 7.012, "eval_steps_per_second": 1.781, "eval_wer": 0.3833825390130747, "step": 2940 }, { "epoch": 84.28, "learning_rate": 6.409221902017291e-05, "loss": 0.3467, "step": 2950 }, { "epoch": 84.57, "learning_rate": 6.293948126801153e-05, "loss": 0.324, "step": 2960 }, { "epoch": 84.85, "learning_rate": 6.178674351585015e-05, "loss": 0.3363, "step": 2970 }, { "epoch": 84.99, "eval_loss": 0.7333377599716187, "eval_runtime": 8.8448, "eval_samples_per_second": 7.123, "eval_steps_per_second": 1.809, "eval_wer": 0.3787431463517503, "step": 2975 }, { "epoch": 85.14, "learning_rate": 6.0634005763688764e-05, "loss": 0.343, "step": 2980 }, { "epoch": 85.43, "learning_rate": 5.948126801152738e-05, "loss": 0.3371, "step": 2990 }, { "epoch": 85.71, "learning_rate": 5.8328530259366e-05, "loss": 0.3989, "step": 3000 }, { "epoch": 85.99, "learning_rate": 5.717579250720462e-05, "loss": 0.4228, "step": 3010 }, { "epoch": 85.99, "eval_loss": 0.7196153998374939, "eval_runtime": 8.9305, "eval_samples_per_second": 7.054, "eval_steps_per_second": 1.792, "eval_wer": 0.3745255166596373, "step": 3010 }, { "epoch": 86.28, "learning_rate": 5.602305475504323e-05, "loss": 0.3931, "step": 3020 }, { "epoch": 86.57, "learning_rate": 5.4870317002881845e-05, "loss": 0.3359, "step": 3030 }, { "epoch": 86.85, "learning_rate": 5.371757925072046e-05, "loss": 0.3823, "step": 3040 }, { "epoch": 86.99, "eval_loss": 0.7194885015487671, "eval_runtime": 8.8773, "eval_samples_per_second": 7.097, "eval_steps_per_second": 1.802, "eval_wer": 0.37536904259805987, "step": 3045 }, { "epoch": 87.14, "learning_rate": 5.256484149855908e-05, "loss": 0.3635, "step": 3050 }, { "epoch": 87.43, "learning_rate": 5.14121037463977e-05, "loss": 0.3576, "step": 3060 }, { "epoch": 87.71, "learning_rate": 5.0259365994236316e-05, "loss": 0.4654, "step": 3070 }, { "epoch": 87.99, "learning_rate": 4.9106628242074933e-05, "loss": 0.3574, "step": 3080 }, { "epoch": 87.99, "eval_loss": 0.713660478591919, "eval_runtime": 8.8845, "eval_samples_per_second": 7.091, "eval_steps_per_second": 1.801, "eval_wer": 0.3795866722901729, "step": 3080 }, { "epoch": 88.28, "learning_rate": 4.7953890489913544e-05, "loss": 0.3677, "step": 3090 }, { "epoch": 88.57, "learning_rate": 4.680115273775216e-05, "loss": 0.3065, "step": 3100 }, { "epoch": 88.85, "learning_rate": 4.564841498559078e-05, "loss": 0.3371, "step": 3110 }, { "epoch": 88.99, "eval_loss": 0.7164372801780701, "eval_runtime": 8.865, "eval_samples_per_second": 7.107, "eval_steps_per_second": 1.805, "eval_wer": 0.3762125685364825, "step": 3115 }, { "epoch": 89.14, "learning_rate": 4.44956772334294e-05, "loss": 0.6018, "step": 3120 }, { "epoch": 89.43, "learning_rate": 4.3342939481268015e-05, "loss": 0.3404, "step": 3130 }, { "epoch": 89.71, "learning_rate": 4.219020172910663e-05, "loss": 0.3659, "step": 3140 }, { "epoch": 89.99, "learning_rate": 4.103746397694524e-05, "loss": 0.3548, "step": 3150 }, { "epoch": 89.99, "eval_loss": 0.7766362428665161, "eval_runtime": 8.874, "eval_samples_per_second": 7.099, "eval_steps_per_second": 1.803, "eval_wer": 0.37916490932096164, "step": 3150 }, { "epoch": 90.28, "learning_rate": 3.988472622478386e-05, "loss": 0.3393, "step": 3160 }, { "epoch": 90.57, "learning_rate": 3.8731988472622485e-05, "loss": 0.2986, "step": 3170 }, { "epoch": 90.85, "learning_rate": 3.7579250720461096e-05, "loss": 0.4042, "step": 3180 }, { "epoch": 90.99, "eval_loss": 0.7587747573852539, "eval_runtime": 8.7904, "eval_samples_per_second": 7.167, "eval_steps_per_second": 1.82, "eval_wer": 0.3766343315056938, "step": 3185 }, { "epoch": 91.14, "learning_rate": 3.6426512968299714e-05, "loss": 0.3223, "step": 3190 }, { "epoch": 91.43, "learning_rate": 3.527377521613833e-05, "loss": 0.5178, "step": 3200 }, { "epoch": 91.71, "learning_rate": 3.412103746397695e-05, "loss": 0.3521, "step": 3210 }, { "epoch": 91.99, "learning_rate": 3.296829971181557e-05, "loss": 0.3989, "step": 3220 }, { "epoch": 91.99, "eval_loss": 0.7310720086097717, "eval_runtime": 8.8614, "eval_samples_per_second": 7.109, "eval_steps_per_second": 1.806, "eval_wer": 0.3774778574441164, "step": 3220 }, { "epoch": 92.28, "learning_rate": 3.181556195965418e-05, "loss": 0.329, "step": 3230 }, { "epoch": 92.57, "learning_rate": 3.0662824207492795e-05, "loss": 0.3594, "step": 3240 }, { "epoch": 92.85, "learning_rate": 2.9510086455331416e-05, "loss": 0.3625, "step": 3250 }, { "epoch": 92.99, "eval_loss": 0.7475365400314331, "eval_runtime": 8.8406, "eval_samples_per_second": 7.126, "eval_steps_per_second": 1.81, "eval_wer": 0.3745255166596373, "step": 3255 }, { "epoch": 93.14, "learning_rate": 2.8357348703170027e-05, "loss": 0.3361, "step": 3260 }, { "epoch": 93.43, "learning_rate": 2.7204610951008648e-05, "loss": 0.3521, "step": 3270 }, { "epoch": 93.71, "learning_rate": 2.6051873198847266e-05, "loss": 0.3261, "step": 3280 }, { "epoch": 93.99, "learning_rate": 2.489913544668588e-05, "loss": 0.3036, "step": 3290 }, { "epoch": 93.99, "eval_loss": 0.7138022184371948, "eval_runtime": 8.8395, "eval_samples_per_second": 7.127, "eval_steps_per_second": 1.81, "eval_wer": 0.37157317587515815, "step": 3290 }, { "epoch": 94.28, "learning_rate": 2.3746397694524498e-05, "loss": 0.3412, "step": 3300 }, { "epoch": 94.57, "learning_rate": 2.2593659942363112e-05, "loss": 0.3451, "step": 3310 }, { "epoch": 94.85, "learning_rate": 2.144092219020173e-05, "loss": 0.5157, "step": 3320 }, { "epoch": 94.99, "eval_loss": 0.7245524525642395, "eval_runtime": 8.8889, "eval_samples_per_second": 7.087, "eval_steps_per_second": 1.8, "eval_wer": 0.3787431463517503, "step": 3325 }, { "epoch": 95.14, "learning_rate": 2.0288184438040347e-05, "loss": 0.3089, "step": 3330 }, { "epoch": 95.43, "learning_rate": 1.9135446685878965e-05, "loss": 0.3115, "step": 3340 }, { "epoch": 95.71, "learning_rate": 1.798270893371758e-05, "loss": 0.3742, "step": 3350 }, { "epoch": 95.99, "learning_rate": 1.6829971181556197e-05, "loss": 0.4072, "step": 3360 }, { "epoch": 95.99, "eval_loss": 0.7321768999099731, "eval_runtime": 8.9645, "eval_samples_per_second": 7.028, "eval_steps_per_second": 1.785, "eval_wer": 0.3762125685364825, "step": 3360 }, { "epoch": 96.28, "learning_rate": 1.5677233429394814e-05, "loss": 0.3496, "step": 3370 }, { "epoch": 96.57, "learning_rate": 1.452449567723343e-05, "loss": 0.4089, "step": 3380 }, { "epoch": 96.85, "learning_rate": 1.3371757925072045e-05, "loss": 0.3406, "step": 3390 }, { "epoch": 96.99, "eval_loss": 0.7133801579475403, "eval_runtime": 8.9109, "eval_samples_per_second": 7.07, "eval_steps_per_second": 1.796, "eval_wer": 0.3770560944749051, "step": 3395 }, { "epoch": 97.14, "learning_rate": 1.2219020172910664e-05, "loss": 0.3305, "step": 3400 }, { "epoch": 97.43, "learning_rate": 1.106628242074928e-05, "loss": 0.3521, "step": 3410 }, { "epoch": 97.71, "learning_rate": 9.913544668587897e-06, "loss": 0.3405, "step": 3420 }, { "epoch": 97.99, "learning_rate": 8.760806916426513e-06, "loss": 0.2987, "step": 3430 }, { "epoch": 97.99, "eval_loss": 0.69514000415802, "eval_runtime": 8.9709, "eval_samples_per_second": 7.023, "eval_steps_per_second": 1.784, "eval_wer": 0.37536904259805987, "step": 3430 }, { "epoch": 98.28, "learning_rate": 7.60806916426513e-06, "loss": 0.3394, "step": 3440 }, { "epoch": 98.57, "learning_rate": 6.455331412103746e-06, "loss": 0.3566, "step": 3450 }, { "epoch": 98.85, "learning_rate": 5.302593659942364e-06, "loss": 0.3355, "step": 3460 }, { "epoch": 98.99, "eval_loss": 0.7004749178886414, "eval_runtime": 8.9802, "eval_samples_per_second": 7.015, "eval_steps_per_second": 1.782, "eval_wer": 0.3766343315056938, "step": 3465 }, { "epoch": 99.14, "learning_rate": 4.14985590778098e-06, "loss": 0.3434, "step": 3470 }, { "epoch": 99.43, "learning_rate": 2.9971181556195965e-06, "loss": 0.3309, "step": 3480 }, { "epoch": 99.71, "learning_rate": 1.8443804034582135e-06, "loss": 0.369, "step": 3490 }, { "epoch": 99.99, "learning_rate": 6.9164265129683e-07, "loss": 0.341, "step": 3500 }, { "epoch": 99.99, "eval_loss": 0.6989557147026062, "eval_runtime": 8.9073, "eval_samples_per_second": 7.073, "eval_steps_per_second": 1.796, "eval_wer": 0.3770560944749051, "step": 3500 }, { "epoch": 99.99, "step": 3500, "total_flos": 5.739635222597828e+18, "train_loss": 0.9362126126289367, "train_runtime": 11890.6212, "train_samples_per_second": 4.735, "train_steps_per_second": 0.294 } ], "max_steps": 3500, "num_train_epochs": 100, "total_flos": 5.739635222597828e+18, "trial_name": null, "trial_params": null }