{ "best_metric": 2.5726349353790283, "best_model_checkpoint": "ai-light-dance_singing3_ft_pretrain2_wav2vec2-large-xlsr-53/checkpoint-6624", "epoch": 99.99653979238754, "global_step": 7200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.14, "learning_rate": 3.5000000000000004e-06, "loss": 37.8998, "step": 10 }, { "epoch": 0.28, "learning_rate": 8.500000000000002e-06, "loss": 20.6294, "step": 20 }, { "epoch": 0.42, "learning_rate": 1.3500000000000001e-05, "loss": 4.2282, "step": 30 }, { "epoch": 0.55, "learning_rate": 1.85e-05, "loss": 3.1117, "step": 40 }, { "epoch": 0.69, "learning_rate": 2.35e-05, "loss": 2.7247, "step": 50 }, { "epoch": 0.83, "learning_rate": 2.8499999999999998e-05, "loss": 2.6035, "step": 60 }, { "epoch": 0.97, "learning_rate": 3.35e-05, "loss": 2.1979, "step": 70 }, { "epoch": 1.0, "eval_loss": 3.4874308109283447, "eval_runtime": 130.8827, "eval_samples_per_second": 4.065, "eval_steps_per_second": 0.512, "eval_wer": 0.9922221508002829, "step": 72 }, { "epoch": 1.11, "learning_rate": 3.85e-05, "loss": 2.2698, "step": 80 }, { "epoch": 1.25, "learning_rate": 4.35e-05, "loss": 2.0742, "step": 90 }, { "epoch": 1.39, "learning_rate": 4.85e-05, "loss": 2.3481, "step": 100 }, { "epoch": 1.53, "learning_rate": 4.995070422535211e-05, "loss": 1.9461, "step": 110 }, { "epoch": 1.66, "learning_rate": 4.988028169014085e-05, "loss": 2.0287, "step": 120 }, { "epoch": 1.8, "learning_rate": 4.980985915492958e-05, "loss": 2.0229, "step": 130 }, { "epoch": 1.94, "learning_rate": 4.973943661971831e-05, "loss": 1.9612, "step": 140 }, { "epoch": 2.0, "eval_loss": 4.510500431060791, "eval_runtime": 131.7347, "eval_samples_per_second": 4.038, "eval_steps_per_second": 0.509, "eval_wer": 0.988879604036768, "step": 144 }, { "epoch": 2.08, "learning_rate": 4.966901408450704e-05, "loss": 1.9514, "step": 150 }, { "epoch": 2.22, "learning_rate": 4.9598591549295776e-05, "loss": 2.1498, "step": 160 }, { "epoch": 2.36, "learning_rate": 4.952816901408451e-05, "loss": 2.1645, "step": 170 }, { "epoch": 2.5, "learning_rate": 4.945774647887324e-05, "loss": 1.8589, "step": 180 }, { "epoch": 2.64, "learning_rate": 4.9387323943661975e-05, "loss": 1.8882, "step": 190 }, { "epoch": 2.78, "learning_rate": 4.93169014084507e-05, "loss": 1.856, "step": 200 }, { "epoch": 2.91, "learning_rate": 4.924647887323944e-05, "loss": 1.8052, "step": 210 }, { "epoch": 3.0, "eval_loss": 4.081934452056885, "eval_runtime": 130.8104, "eval_samples_per_second": 4.067, "eval_steps_per_second": 0.512, "eval_wer": 0.9786591245098669, "step": 216 }, { "epoch": 3.06, "learning_rate": 4.917605633802817e-05, "loss": 1.8272, "step": 220 }, { "epoch": 3.19, "learning_rate": 4.91056338028169e-05, "loss": 1.7397, "step": 230 }, { "epoch": 3.33, "learning_rate": 4.903521126760564e-05, "loss": 1.92, "step": 240 }, { "epoch": 3.47, "learning_rate": 4.8964788732394366e-05, "loss": 1.8222, "step": 250 }, { "epoch": 3.61, "learning_rate": 4.88943661971831e-05, "loss": 1.8094, "step": 260 }, { "epoch": 3.75, "learning_rate": 4.882394366197183e-05, "loss": 1.6907, "step": 270 }, { "epoch": 3.89, "learning_rate": 4.8753521126760565e-05, "loss": 1.827, "step": 280 }, { "epoch": 4.0, "eval_loss": 4.405837059020996, "eval_runtime": 130.0974, "eval_samples_per_second": 4.089, "eval_steps_per_second": 0.515, "eval_wer": 0.9844443016005656, "step": 288 }, { "epoch": 4.03, "learning_rate": 4.86830985915493e-05, "loss": 1.7429, "step": 290 }, { "epoch": 4.17, "learning_rate": 4.861267605633803e-05, "loss": 1.778, "step": 300 }, { "epoch": 4.3, "learning_rate": 4.8542253521126764e-05, "loss": 1.7108, "step": 310 }, { "epoch": 4.44, "learning_rate": 4.847183098591549e-05, "loss": 1.7007, "step": 320 }, { "epoch": 4.58, "learning_rate": 4.840140845070423e-05, "loss": 1.8591, "step": 330 }, { "epoch": 4.72, "learning_rate": 4.833098591549296e-05, "loss": 1.6263, "step": 340 }, { "epoch": 4.86, "learning_rate": 4.826056338028169e-05, "loss": 1.8142, "step": 350 }, { "epoch": 5.0, "learning_rate": 4.819014084507043e-05, "loss": 1.6249, "step": 360 }, { "epoch": 5.0, "eval_loss": 4.889533519744873, "eval_runtime": 130.9002, "eval_samples_per_second": 4.064, "eval_steps_per_second": 0.512, "eval_wer": 0.9872083306550106, "step": 360 }, { "epoch": 5.14, "learning_rate": 4.8119718309859155e-05, "loss": 1.7359, "step": 370 }, { "epoch": 5.28, "learning_rate": 4.804929577464789e-05, "loss": 1.8771, "step": 380 }, { "epoch": 5.42, "learning_rate": 4.7978873239436626e-05, "loss": 1.6211, "step": 390 }, { "epoch": 5.55, "learning_rate": 4.7908450704225354e-05, "loss": 1.6833, "step": 400 }, { "epoch": 5.69, "learning_rate": 4.783802816901409e-05, "loss": 1.6535, "step": 410 }, { "epoch": 5.83, "learning_rate": 4.776760563380282e-05, "loss": 1.727, "step": 420 }, { "epoch": 5.97, "learning_rate": 4.769718309859155e-05, "loss": 1.6285, "step": 430 }, { "epoch": 6.0, "eval_loss": 4.753390312194824, "eval_runtime": 130.2251, "eval_samples_per_second": 4.085, "eval_steps_per_second": 0.514, "eval_wer": 0.9837372244005914, "step": 432 }, { "epoch": 6.11, "learning_rate": 4.762676056338028e-05, "loss": 1.7857, "step": 440 }, { "epoch": 6.25, "learning_rate": 4.755633802816902e-05, "loss": 1.5781, "step": 450 }, { "epoch": 6.39, "learning_rate": 4.748591549295775e-05, "loss": 1.7005, "step": 460 }, { "epoch": 6.53, "learning_rate": 4.741549295774648e-05, "loss": 1.6211, "step": 470 }, { "epoch": 6.66, "learning_rate": 4.7345070422535216e-05, "loss": 1.769, "step": 480 }, { "epoch": 6.8, "learning_rate": 4.7274647887323945e-05, "loss": 1.7096, "step": 490 }, { "epoch": 6.94, "learning_rate": 4.720422535211268e-05, "loss": 1.6713, "step": 500 }, { "epoch": 7.0, "eval_loss": 4.558750629425049, "eval_runtime": 130.6897, "eval_samples_per_second": 4.071, "eval_steps_per_second": 0.513, "eval_wer": 0.9818731117824774, "step": 504 }, { "epoch": 7.08, "learning_rate": 4.7133802816901415e-05, "loss": 1.7235, "step": 510 }, { "epoch": 7.22, "learning_rate": 4.7063380281690144e-05, "loss": 1.6237, "step": 520 }, { "epoch": 7.36, "learning_rate": 4.699295774647888e-05, "loss": 1.6671, "step": 530 }, { "epoch": 7.5, "learning_rate": 4.692253521126761e-05, "loss": 1.5521, "step": 540 }, { "epoch": 7.64, "learning_rate": 4.685211267605634e-05, "loss": 1.6938, "step": 550 }, { "epoch": 7.78, "learning_rate": 4.678169014084508e-05, "loss": 1.7133, "step": 560 }, { "epoch": 7.91, "learning_rate": 4.6711267605633806e-05, "loss": 1.777, "step": 570 }, { "epoch": 8.0, "eval_loss": 4.741362571716309, "eval_runtime": 131.3054, "eval_samples_per_second": 4.052, "eval_steps_per_second": 0.51, "eval_wer": 0.9859870154914187, "step": 576 }, { "epoch": 8.06, "learning_rate": 4.664084507042254e-05, "loss": 1.7278, "step": 580 }, { "epoch": 8.19, "learning_rate": 4.657042253521127e-05, "loss": 1.6539, "step": 590 }, { "epoch": 8.33, "learning_rate": 4.6500000000000005e-05, "loss": 1.6884, "step": 600 }, { "epoch": 8.47, "learning_rate": 4.6429577464788734e-05, "loss": 1.6151, "step": 610 }, { "epoch": 8.61, "learning_rate": 4.635915492957747e-05, "loss": 1.7166, "step": 620 }, { "epoch": 8.75, "learning_rate": 4.6288732394366204e-05, "loss": 1.4914, "step": 630 }, { "epoch": 8.89, "learning_rate": 4.6218309859154926e-05, "loss": 1.6759, "step": 640 }, { "epoch": 9.0, "eval_loss": 4.522234916687012, "eval_runtime": 130.413, "eval_samples_per_second": 4.079, "eval_steps_per_second": 0.514, "eval_wer": 0.9874011698913673, "step": 648 }, { "epoch": 9.03, "learning_rate": 4.614788732394366e-05, "loss": 1.6397, "step": 650 }, { "epoch": 9.17, "learning_rate": 4.60774647887324e-05, "loss": 1.5902, "step": 660 }, { "epoch": 9.3, "learning_rate": 4.6007042253521125e-05, "loss": 1.752, "step": 670 }, { "epoch": 9.44, "learning_rate": 4.593661971830986e-05, "loss": 1.6492, "step": 680 }, { "epoch": 9.58, "learning_rate": 4.586619718309859e-05, "loss": 1.6478, "step": 690 }, { "epoch": 9.72, "learning_rate": 4.5795774647887324e-05, "loss": 1.593, "step": 700 }, { "epoch": 9.86, "learning_rate": 4.572535211267606e-05, "loss": 1.6711, "step": 710 }, { "epoch": 10.0, "learning_rate": 4.565492957746479e-05, "loss": 1.5533, "step": 720 }, { "epoch": 10.0, "eval_loss": 3.6153128147125244, "eval_runtime": 129.7947, "eval_samples_per_second": 4.099, "eval_steps_per_second": 0.516, "eval_wer": 0.982387349746095, "step": 720 }, { "epoch": 10.14, "learning_rate": 4.558450704225352e-05, "loss": 1.6175, "step": 730 }, { "epoch": 10.28, "learning_rate": 4.551408450704225e-05, "loss": 1.6756, "step": 740 }, { "epoch": 10.42, "learning_rate": 4.544366197183099e-05, "loss": 1.6021, "step": 750 }, { "epoch": 10.55, "learning_rate": 4.537323943661972e-05, "loss": 1.5629, "step": 760 }, { "epoch": 10.69, "learning_rate": 4.530281690140845e-05, "loss": 1.5889, "step": 770 }, { "epoch": 10.83, "learning_rate": 4.5232394366197186e-05, "loss": 1.7345, "step": 780 }, { "epoch": 10.97, "learning_rate": 4.5161971830985914e-05, "loss": 1.5053, "step": 790 }, { "epoch": 11.0, "eval_loss": 5.648496150970459, "eval_runtime": 129.8957, "eval_samples_per_second": 4.096, "eval_steps_per_second": 0.516, "eval_wer": 0.9906794369094298, "step": 792 }, { "epoch": 11.11, "learning_rate": 4.509154929577465e-05, "loss": 1.6899, "step": 800 }, { "epoch": 11.25, "learning_rate": 4.502112676056338e-05, "loss": 1.5438, "step": 810 }, { "epoch": 11.39, "learning_rate": 4.4950704225352113e-05, "loss": 1.6434, "step": 820 }, { "epoch": 11.53, "learning_rate": 4.488028169014085e-05, "loss": 1.5148, "step": 830 }, { "epoch": 11.66, "learning_rate": 4.480985915492958e-05, "loss": 1.5729, "step": 840 }, { "epoch": 11.8, "learning_rate": 4.473943661971831e-05, "loss": 1.6381, "step": 850 }, { "epoch": 11.94, "learning_rate": 4.466901408450704e-05, "loss": 1.6541, "step": 860 }, { "epoch": 12.0, "eval_loss": 5.4656782150268555, "eval_runtime": 130.1688, "eval_samples_per_second": 4.087, "eval_steps_per_second": 0.515, "eval_wer": 0.9843157421096612, "step": 864 }, { "epoch": 12.08, "learning_rate": 4.4598591549295776e-05, "loss": 1.6775, "step": 870 }, { "epoch": 12.22, "learning_rate": 4.452816901408451e-05, "loss": 1.546, "step": 880 }, { "epoch": 12.36, "learning_rate": 4.445774647887324e-05, "loss": 1.7313, "step": 890 }, { "epoch": 12.5, "learning_rate": 4.4387323943661975e-05, "loss": 1.5004, "step": 900 }, { "epoch": 12.64, "learning_rate": 4.4316901408450704e-05, "loss": 1.6062, "step": 910 }, { "epoch": 12.78, "learning_rate": 4.424647887323944e-05, "loss": 1.5941, "step": 920 }, { "epoch": 12.91, "learning_rate": 4.4176056338028174e-05, "loss": 1.5891, "step": 930 }, { "epoch": 13.0, "eval_loss": 4.453381061553955, "eval_runtime": 130.587, "eval_samples_per_second": 4.074, "eval_steps_per_second": 0.513, "eval_wer": 0.9877225686186283, "step": 936 }, { "epoch": 13.06, "learning_rate": 4.41056338028169e-05, "loss": 1.6226, "step": 940 }, { "epoch": 13.19, "learning_rate": 4.403521126760564e-05, "loss": 1.5122, "step": 950 }, { "epoch": 13.33, "learning_rate": 4.3964788732394366e-05, "loss": 1.5418, "step": 960 }, { "epoch": 13.47, "learning_rate": 4.38943661971831e-05, "loss": 1.5366, "step": 970 }, { "epoch": 13.61, "learning_rate": 4.382394366197183e-05, "loss": 1.6477, "step": 980 }, { "epoch": 13.75, "learning_rate": 4.3753521126760566e-05, "loss": 1.5524, "step": 990 }, { "epoch": 13.89, "learning_rate": 4.36830985915493e-05, "loss": 1.6809, "step": 1000 }, { "epoch": 14.0, "eval_loss": 4.840369701385498, "eval_runtime": 129.3528, "eval_samples_per_second": 4.113, "eval_steps_per_second": 0.518, "eval_wer": 0.9890724432731246, "step": 1008 }, { "epoch": 14.03, "learning_rate": 4.361267605633803e-05, "loss": 1.5893, "step": 1010 }, { "epoch": 14.17, "learning_rate": 4.3542253521126765e-05, "loss": 1.5516, "step": 1020 }, { "epoch": 14.3, "learning_rate": 4.347183098591549e-05, "loss": 1.6468, "step": 1030 }, { "epoch": 14.44, "learning_rate": 4.340140845070423e-05, "loss": 1.5277, "step": 1040 }, { "epoch": 14.58, "learning_rate": 4.3330985915492964e-05, "loss": 1.5323, "step": 1050 }, { "epoch": 14.72, "learning_rate": 4.326056338028169e-05, "loss": 1.4823, "step": 1060 }, { "epoch": 14.86, "learning_rate": 4.319014084507043e-05, "loss": 1.6693, "step": 1070 }, { "epoch": 15.0, "learning_rate": 4.3119718309859156e-05, "loss": 1.5506, "step": 1080 }, { "epoch": 15.0, "eval_loss": 3.7248387336730957, "eval_runtime": 129.7977, "eval_samples_per_second": 4.099, "eval_steps_per_second": 0.516, "eval_wer": 0.9872726104004628, "step": 1080 }, { "epoch": 15.14, "learning_rate": 4.304929577464789e-05, "loss": 1.6658, "step": 1090 }, { "epoch": 15.28, "learning_rate": 4.2978873239436626e-05, "loss": 1.5241, "step": 1100 }, { "epoch": 15.42, "learning_rate": 4.2908450704225355e-05, "loss": 1.6534, "step": 1110 }, { "epoch": 15.55, "learning_rate": 4.283802816901409e-05, "loss": 1.5788, "step": 1120 }, { "epoch": 15.69, "learning_rate": 4.276760563380282e-05, "loss": 1.5388, "step": 1130 }, { "epoch": 15.83, "learning_rate": 4.2697183098591554e-05, "loss": 1.6622, "step": 1140 }, { "epoch": 15.97, "learning_rate": 4.262676056338029e-05, "loss": 1.4754, "step": 1150 }, { "epoch": 16.0, "eval_loss": 4.396983623504639, "eval_runtime": 130.0288, "eval_samples_per_second": 4.091, "eval_steps_per_second": 0.515, "eval_wer": 0.9864369737095842, "step": 1152 }, { "epoch": 16.11, "learning_rate": 4.255633802816902e-05, "loss": 1.6914, "step": 1160 }, { "epoch": 16.25, "learning_rate": 4.248591549295775e-05, "loss": 1.514, "step": 1170 }, { "epoch": 16.39, "learning_rate": 4.241549295774648e-05, "loss": 1.5457, "step": 1180 }, { "epoch": 16.53, "learning_rate": 4.2345070422535217e-05, "loss": 1.49, "step": 1190 }, { "epoch": 16.66, "learning_rate": 4.2274647887323945e-05, "loss": 1.672, "step": 1200 }, { "epoch": 16.8, "learning_rate": 4.220422535211268e-05, "loss": 1.5788, "step": 1210 }, { "epoch": 16.94, "learning_rate": 4.2133802816901416e-05, "loss": 1.4576, "step": 1220 }, { "epoch": 17.0, "eval_loss": 4.477088928222656, "eval_runtime": 130.6058, "eval_samples_per_second": 4.073, "eval_steps_per_second": 0.513, "eval_wer": 0.9854727775278009, "step": 1224 }, { "epoch": 17.08, "learning_rate": 4.206338028169014e-05, "loss": 1.7007, "step": 1230 }, { "epoch": 17.22, "learning_rate": 4.199295774647887e-05, "loss": 1.6807, "step": 1240 }, { "epoch": 17.36, "learning_rate": 4.192253521126761e-05, "loss": 1.5547, "step": 1250 }, { "epoch": 17.5, "learning_rate": 4.1852112676056336e-05, "loss": 1.4415, "step": 1260 }, { "epoch": 17.64, "learning_rate": 4.178169014084507e-05, "loss": 1.5736, "step": 1270 }, { "epoch": 17.78, "learning_rate": 4.17112676056338e-05, "loss": 1.5291, "step": 1280 }, { "epoch": 17.91, "learning_rate": 4.1640845070422535e-05, "loss": 1.5614, "step": 1290 }, { "epoch": 18.0, "eval_loss": 3.5102336406707764, "eval_runtime": 129.8253, "eval_samples_per_second": 4.098, "eval_steps_per_second": 0.516, "eval_wer": 0.986115574982323, "step": 1296 }, { "epoch": 18.06, "learning_rate": 4.157042253521127e-05, "loss": 1.5626, "step": 1300 }, { "epoch": 18.19, "learning_rate": 4.15e-05, "loss": 1.4813, "step": 1310 }, { "epoch": 18.33, "learning_rate": 4.1429577464788734e-05, "loss": 1.5684, "step": 1320 }, { "epoch": 18.47, "learning_rate": 4.135915492957746e-05, "loss": 1.4684, "step": 1330 }, { "epoch": 18.61, "learning_rate": 4.12887323943662e-05, "loss": 1.5375, "step": 1340 }, { "epoch": 18.75, "learning_rate": 4.1218309859154927e-05, "loss": 1.4983, "step": 1350 }, { "epoch": 18.89, "learning_rate": 4.114788732394366e-05, "loss": 1.655, "step": 1360 }, { "epoch": 19.0, "eval_loss": 4.806183338165283, "eval_runtime": 129.9512, "eval_samples_per_second": 4.094, "eval_steps_per_second": 0.516, "eval_wer": 0.9863084142186797, "step": 1368 }, { "epoch": 19.03, "learning_rate": 4.10774647887324e-05, "loss": 1.6348, "step": 1370 }, { "epoch": 19.17, "learning_rate": 4.1007042253521126e-05, "loss": 1.558, "step": 1380 }, { "epoch": 19.3, "learning_rate": 4.093661971830986e-05, "loss": 1.5928, "step": 1390 }, { "epoch": 19.44, "learning_rate": 4.086619718309859e-05, "loss": 1.5327, "step": 1400 }, { "epoch": 19.58, "learning_rate": 4.0795774647887325e-05, "loss": 1.5945, "step": 1410 }, { "epoch": 19.72, "learning_rate": 4.072535211267606e-05, "loss": 1.4834, "step": 1420 }, { "epoch": 19.86, "learning_rate": 4.065492957746479e-05, "loss": 1.5911, "step": 1430 }, { "epoch": 20.0, "learning_rate": 4.0584507042253524e-05, "loss": 1.455, "step": 1440 }, { "epoch": 20.0, "eval_loss": 5.0790300369262695, "eval_runtime": 129.7071, "eval_samples_per_second": 4.102, "eval_steps_per_second": 0.517, "eval_wer": 0.9879796876004371, "step": 1440 }, { "epoch": 20.14, "learning_rate": 4.051408450704225e-05, "loss": 1.6204, "step": 1450 }, { "epoch": 20.28, "learning_rate": 4.044366197183099e-05, "loss": 1.5141, "step": 1460 }, { "epoch": 20.42, "learning_rate": 4.037323943661972e-05, "loss": 1.5035, "step": 1470 }, { "epoch": 20.55, "learning_rate": 4.030281690140845e-05, "loss": 1.6486, "step": 1480 }, { "epoch": 20.69, "learning_rate": 4.0232394366197186e-05, "loss": 1.4833, "step": 1490 }, { "epoch": 20.83, "learning_rate": 4.0161971830985915e-05, "loss": 1.616, "step": 1500 }, { "epoch": 20.97, "learning_rate": 4.009154929577465e-05, "loss": 1.4701, "step": 1510 }, { "epoch": 21.0, "eval_loss": 4.231964111328125, "eval_runtime": 130.4172, "eval_samples_per_second": 4.079, "eval_steps_per_second": 0.514, "eval_wer": 0.9850228193096355, "step": 1512 }, { "epoch": 21.11, "learning_rate": 4.0021126760563385e-05, "loss": 1.6554, "step": 1520 }, { "epoch": 21.25, "learning_rate": 3.9950704225352114e-05, "loss": 1.5313, "step": 1530 }, { "epoch": 21.39, "learning_rate": 3.988028169014085e-05, "loss": 1.5128, "step": 1540 }, { "epoch": 21.53, "learning_rate": 3.980985915492958e-05, "loss": 1.5099, "step": 1550 }, { "epoch": 21.66, "learning_rate": 3.973943661971831e-05, "loss": 1.5616, "step": 1560 }, { "epoch": 21.8, "learning_rate": 3.966901408450704e-05, "loss": 1.5503, "step": 1570 }, { "epoch": 21.94, "learning_rate": 3.959859154929578e-05, "loss": 1.495, "step": 1580 }, { "epoch": 22.0, "eval_loss": 5.213191986083984, "eval_runtime": 130.3188, "eval_samples_per_second": 4.082, "eval_steps_per_second": 0.514, "eval_wer": 0.988879604036768, "step": 1584 }, { "epoch": 22.08, "learning_rate": 3.952816901408451e-05, "loss": 1.5799, "step": 1590 }, { "epoch": 22.22, "learning_rate": 3.945774647887324e-05, "loss": 1.4768, "step": 1600 }, { "epoch": 22.36, "learning_rate": 3.9387323943661976e-05, "loss": 1.5627, "step": 1610 }, { "epoch": 22.5, "learning_rate": 3.9316901408450704e-05, "loss": 1.502, "step": 1620 }, { "epoch": 22.64, "learning_rate": 3.924647887323944e-05, "loss": 1.5224, "step": 1630 }, { "epoch": 22.78, "learning_rate": 3.9176056338028175e-05, "loss": 1.4793, "step": 1640 }, { "epoch": 22.91, "learning_rate": 3.91056338028169e-05, "loss": 1.5676, "step": 1650 }, { "epoch": 23.0, "eval_loss": 4.159689426422119, "eval_runtime": 130.5889, "eval_samples_per_second": 4.074, "eval_steps_per_second": 0.513, "eval_wer": 0.9805875168734332, "step": 1656 }, { "epoch": 23.06, "learning_rate": 3.903521126760564e-05, "loss": 1.5326, "step": 1660 }, { "epoch": 23.19, "learning_rate": 3.896478873239437e-05, "loss": 1.4812, "step": 1670 }, { "epoch": 23.33, "learning_rate": 3.88943661971831e-05, "loss": 1.5815, "step": 1680 }, { "epoch": 23.47, "learning_rate": 3.882394366197184e-05, "loss": 1.4233, "step": 1690 }, { "epoch": 23.61, "learning_rate": 3.8753521126760566e-05, "loss": 1.528, "step": 1700 }, { "epoch": 23.75, "learning_rate": 3.86830985915493e-05, "loss": 1.4451, "step": 1710 }, { "epoch": 23.89, "learning_rate": 3.861267605633803e-05, "loss": 1.5837, "step": 1720 }, { "epoch": 24.0, "eval_loss": 5.098143577575684, "eval_runtime": 130.0277, "eval_samples_per_second": 4.091, "eval_steps_per_second": 0.515, "eval_wer": 0.986694092691393, "step": 1728 }, { "epoch": 24.03, "learning_rate": 3.8542253521126765e-05, "loss": 1.5209, "step": 1730 }, { "epoch": 24.17, "learning_rate": 3.84718309859155e-05, "loss": 1.5073, "step": 1740 }, { "epoch": 24.3, "learning_rate": 3.840140845070423e-05, "loss": 1.5739, "step": 1750 }, { "epoch": 24.44, "learning_rate": 3.8330985915492964e-05, "loss": 1.4875, "step": 1760 }, { "epoch": 24.58, "learning_rate": 3.826056338028169e-05, "loss": 1.5407, "step": 1770 }, { "epoch": 24.72, "learning_rate": 3.819014084507043e-05, "loss": 1.4561, "step": 1780 }, { "epoch": 24.86, "learning_rate": 3.8119718309859156e-05, "loss": 1.5288, "step": 1790 }, { "epoch": 25.0, "learning_rate": 3.804929577464789e-05, "loss": 1.4437, "step": 1800 }, { "epoch": 25.0, "eval_loss": 3.6790771484375, "eval_runtime": 130.0598, "eval_samples_per_second": 4.09, "eval_steps_per_second": 0.515, "eval_wer": 0.9812945940734075, "step": 1800 }, { "epoch": 25.14, "learning_rate": 3.797887323943663e-05, "loss": 1.5601, "step": 1810 }, { "epoch": 25.28, "learning_rate": 3.790845070422535e-05, "loss": 1.6149, "step": 1820 }, { "epoch": 25.42, "learning_rate": 3.7838028169014084e-05, "loss": 1.4645, "step": 1830 }, { "epoch": 25.55, "learning_rate": 3.776760563380282e-05, "loss": 1.492, "step": 1840 }, { "epoch": 25.69, "learning_rate": 3.769718309859155e-05, "loss": 1.4875, "step": 1850 }, { "epoch": 25.83, "learning_rate": 3.762676056338028e-05, "loss": 1.5415, "step": 1860 }, { "epoch": 25.97, "learning_rate": 3.755633802816901e-05, "loss": 1.4684, "step": 1870 }, { "epoch": 26.0, "eval_loss": 4.066702842712402, "eval_runtime": 129.879, "eval_samples_per_second": 4.096, "eval_steps_per_second": 0.516, "eval_wer": 0.9868869319277496, "step": 1872 }, { "epoch": 26.11, "learning_rate": 3.7485915492957746e-05, "loss": 1.5748, "step": 1880 }, { "epoch": 26.25, "learning_rate": 3.741549295774648e-05, "loss": 1.4697, "step": 1890 }, { "epoch": 26.39, "learning_rate": 3.734507042253521e-05, "loss": 1.5225, "step": 1900 }, { "epoch": 26.53, "learning_rate": 3.7274647887323945e-05, "loss": 1.4683, "step": 1910 }, { "epoch": 26.66, "learning_rate": 3.7204225352112674e-05, "loss": 1.446, "step": 1920 }, { "epoch": 26.8, "learning_rate": 3.713380281690141e-05, "loss": 1.5124, "step": 1930 }, { "epoch": 26.94, "learning_rate": 3.706338028169014e-05, "loss": 1.4617, "step": 1940 }, { "epoch": 27.0, "eval_loss": 5.2262139320373535, "eval_runtime": 130.3549, "eval_samples_per_second": 4.081, "eval_steps_per_second": 0.514, "eval_wer": 0.9902294786912644, "step": 1944 }, { "epoch": 27.08, "learning_rate": 3.699295774647887e-05, "loss": 1.5184, "step": 1950 }, { "epoch": 27.22, "learning_rate": 3.692253521126761e-05, "loss": 1.5419, "step": 1960 }, { "epoch": 27.36, "learning_rate": 3.685211267605634e-05, "loss": 1.5046, "step": 1970 }, { "epoch": 27.5, "learning_rate": 3.678169014084507e-05, "loss": 1.4151, "step": 1980 }, { "epoch": 27.64, "learning_rate": 3.67112676056338e-05, "loss": 1.5072, "step": 1990 }, { "epoch": 27.78, "learning_rate": 3.6640845070422536e-05, "loss": 1.4767, "step": 2000 }, { "epoch": 27.91, "learning_rate": 3.657042253521127e-05, "loss": 1.5259, "step": 2010 }, { "epoch": 28.0, "eval_loss": 4.5762858390808105, "eval_runtime": 130.307, "eval_samples_per_second": 4.083, "eval_steps_per_second": 0.514, "eval_wer": 0.9875940091277239, "step": 2016 }, { "epoch": 28.06, "learning_rate": 3.65e-05, "loss": 1.5078, "step": 2020 }, { "epoch": 28.19, "learning_rate": 3.6429577464788735e-05, "loss": 1.4085, "step": 2030 }, { "epoch": 28.33, "learning_rate": 3.635915492957746e-05, "loss": 1.4948, "step": 2040 }, { "epoch": 28.47, "learning_rate": 3.62887323943662e-05, "loss": 1.4401, "step": 2050 }, { "epoch": 28.61, "learning_rate": 3.6218309859154934e-05, "loss": 1.5285, "step": 2060 }, { "epoch": 28.75, "learning_rate": 3.614788732394366e-05, "loss": 1.4384, "step": 2070 }, { "epoch": 28.89, "learning_rate": 3.60774647887324e-05, "loss": 1.5127, "step": 2080 }, { "epoch": 29.0, "eval_loss": 3.5296952724456787, "eval_runtime": 130.1354, "eval_samples_per_second": 4.088, "eval_steps_per_second": 0.515, "eval_wer": 0.9830944269460693, "step": 2088 }, { "epoch": 29.03, "learning_rate": 3.6007042253521126e-05, "loss": 1.5654, "step": 2090 }, { "epoch": 29.17, "learning_rate": 3.593661971830986e-05, "loss": 1.4627, "step": 2100 }, { "epoch": 29.3, "learning_rate": 3.5866197183098597e-05, "loss": 1.4326, "step": 2110 }, { "epoch": 29.44, "learning_rate": 3.5795774647887325e-05, "loss": 1.4128, "step": 2120 }, { "epoch": 29.58, "learning_rate": 3.572535211267606e-05, "loss": 1.5034, "step": 2130 }, { "epoch": 29.72, "learning_rate": 3.565492957746479e-05, "loss": 1.4244, "step": 2140 }, { "epoch": 29.86, "learning_rate": 3.5584507042253524e-05, "loss": 1.4928, "step": 2150 }, { "epoch": 30.0, "learning_rate": 3.551408450704225e-05, "loss": 1.4726, "step": 2160 }, { "epoch": 30.0, "eval_loss": 3.237917900085449, "eval_runtime": 130.2259, "eval_samples_per_second": 4.085, "eval_steps_per_second": 0.514, "eval_wer": 0.9776306485826316, "step": 2160 }, { "epoch": 30.14, "learning_rate": 3.544366197183099e-05, "loss": 1.5197, "step": 2170 }, { "epoch": 30.28, "learning_rate": 3.537323943661972e-05, "loss": 1.4335, "step": 2180 }, { "epoch": 30.42, "learning_rate": 3.530281690140845e-05, "loss": 1.4897, "step": 2190 }, { "epoch": 30.55, "learning_rate": 3.523239436619719e-05, "loss": 1.4403, "step": 2200 }, { "epoch": 30.69, "learning_rate": 3.5161971830985915e-05, "loss": 1.4808, "step": 2210 }, { "epoch": 30.83, "learning_rate": 3.509154929577465e-05, "loss": 1.5281, "step": 2220 }, { "epoch": 30.97, "learning_rate": 3.5021126760563386e-05, "loss": 1.446, "step": 2230 }, { "epoch": 31.0, "eval_loss": 3.9459383487701416, "eval_runtime": 129.8148, "eval_samples_per_second": 4.098, "eval_steps_per_second": 0.516, "eval_wer": 0.9834801054187825, "step": 2232 }, { "epoch": 31.11, "learning_rate": 3.4950704225352114e-05, "loss": 1.595, "step": 2240 }, { "epoch": 31.25, "learning_rate": 3.488028169014085e-05, "loss": 1.3812, "step": 2250 }, { "epoch": 31.39, "learning_rate": 3.480985915492958e-05, "loss": 1.5127, "step": 2260 }, { "epoch": 31.53, "learning_rate": 3.473943661971831e-05, "loss": 1.4908, "step": 2270 }, { "epoch": 31.66, "learning_rate": 3.466901408450705e-05, "loss": 1.4987, "step": 2280 }, { "epoch": 31.8, "learning_rate": 3.459859154929578e-05, "loss": 1.4607, "step": 2290 }, { "epoch": 31.94, "learning_rate": 3.452816901408451e-05, "loss": 1.4116, "step": 2300 }, { "epoch": 32.0, "eval_loss": 3.535161256790161, "eval_runtime": 130.6285, "eval_samples_per_second": 4.073, "eval_steps_per_second": 0.513, "eval_wer": 0.9814874333097641, "step": 2304 }, { "epoch": 32.08, "learning_rate": 3.445774647887324e-05, "loss": 1.5251, "step": 2310 }, { "epoch": 32.22, "learning_rate": 3.4387323943661976e-05, "loss": 1.3876, "step": 2320 }, { "epoch": 32.36, "learning_rate": 3.4316901408450705e-05, "loss": 1.5109, "step": 2330 }, { "epoch": 32.5, "learning_rate": 3.424647887323944e-05, "loss": 1.4014, "step": 2340 }, { "epoch": 32.64, "learning_rate": 3.4176056338028175e-05, "loss": 1.5301, "step": 2350 }, { "epoch": 32.78, "learning_rate": 3.4105633802816904e-05, "loss": 1.4588, "step": 2360 }, { "epoch": 32.91, "learning_rate": 3.403521126760564e-05, "loss": 1.462, "step": 2370 }, { "epoch": 33.0, "eval_loss": 3.3658456802368164, "eval_runtime": 130.4437, "eval_samples_per_second": 4.078, "eval_steps_per_second": 0.514, "eval_wer": 0.9760879346917786, "step": 2376 }, { "epoch": 33.06, "learning_rate": 3.396478873239437e-05, "loss": 1.4869, "step": 2380 }, { "epoch": 33.19, "learning_rate": 3.38943661971831e-05, "loss": 1.4332, "step": 2390 }, { "epoch": 33.33, "learning_rate": 3.382394366197184e-05, "loss": 1.4464, "step": 2400 }, { "epoch": 33.47, "learning_rate": 3.3753521126760566e-05, "loss": 1.3993, "step": 2410 }, { "epoch": 33.61, "learning_rate": 3.3683098591549295e-05, "loss": 1.4726, "step": 2420 }, { "epoch": 33.75, "learning_rate": 3.361267605633803e-05, "loss": 1.4268, "step": 2430 }, { "epoch": 33.89, "learning_rate": 3.354225352112676e-05, "loss": 1.498, "step": 2440 }, { "epoch": 34.0, "eval_loss": 3.862046718597412, "eval_runtime": 131.0934, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.9794947612007456, "step": 2448 }, { "epoch": 34.03, "learning_rate": 3.3471830985915494e-05, "loss": 1.4754, "step": 2450 }, { "epoch": 34.17, "learning_rate": 3.340140845070422e-05, "loss": 1.3934, "step": 2460 }, { "epoch": 34.3, "learning_rate": 3.333098591549296e-05, "loss": 1.4224, "step": 2470 }, { "epoch": 34.44, "learning_rate": 3.326056338028169e-05, "loss": 1.4338, "step": 2480 }, { "epoch": 34.58, "learning_rate": 3.319014084507042e-05, "loss": 1.5069, "step": 2490 }, { "epoch": 34.72, "learning_rate": 3.311971830985916e-05, "loss": 1.4498, "step": 2500 }, { "epoch": 34.86, "learning_rate": 3.3049295774647885e-05, "loss": 1.5188, "step": 2510 }, { "epoch": 35.0, "learning_rate": 3.297887323943662e-05, "loss": 1.382, "step": 2520 }, { "epoch": 35.0, "eval_loss": 3.473414182662964, "eval_runtime": 130.3567, "eval_samples_per_second": 4.081, "eval_steps_per_second": 0.514, "eval_wer": 0.9797518801825544, "step": 2520 }, { "epoch": 35.14, "learning_rate": 3.290845070422535e-05, "loss": 1.5214, "step": 2530 }, { "epoch": 35.28, "learning_rate": 3.2838028169014084e-05, "loss": 1.4588, "step": 2540 }, { "epoch": 35.42, "learning_rate": 3.276760563380282e-05, "loss": 1.4542, "step": 2550 }, { "epoch": 35.55, "learning_rate": 3.269718309859155e-05, "loss": 1.449, "step": 2560 }, { "epoch": 35.69, "learning_rate": 3.262676056338028e-05, "loss": 1.4157, "step": 2570 }, { "epoch": 35.83, "learning_rate": 3.255633802816901e-05, "loss": 1.4518, "step": 2580 }, { "epoch": 35.97, "learning_rate": 3.248591549295775e-05, "loss": 1.3969, "step": 2590 }, { "epoch": 36.0, "eval_loss": 3.7284700870513916, "eval_runtime": 130.4462, "eval_samples_per_second": 4.078, "eval_steps_per_second": 0.514, "eval_wer": 0.9780163270553449, "step": 2592 }, { "epoch": 36.11, "learning_rate": 3.241549295774648e-05, "loss": 1.4896, "step": 2600 }, { "epoch": 36.25, "learning_rate": 3.234507042253521e-05, "loss": 1.3764, "step": 2610 }, { "epoch": 36.39, "learning_rate": 3.2274647887323946e-05, "loss": 1.4335, "step": 2620 }, { "epoch": 36.53, "learning_rate": 3.2204225352112674e-05, "loss": 1.4429, "step": 2630 }, { "epoch": 36.66, "learning_rate": 3.213380281690141e-05, "loss": 1.4849, "step": 2640 }, { "epoch": 36.8, "learning_rate": 3.2063380281690145e-05, "loss": 1.4526, "step": 2650 }, { "epoch": 36.94, "learning_rate": 3.1992957746478873e-05, "loss": 1.3945, "step": 2660 }, { "epoch": 37.0, "eval_loss": 3.725541353225708, "eval_runtime": 130.2241, "eval_samples_per_second": 4.085, "eval_steps_per_second": 0.514, "eval_wer": 0.9820016712733818, "step": 2664 }, { "epoch": 37.08, "learning_rate": 3.192253521126761e-05, "loss": 1.4576, "step": 2670 }, { "epoch": 37.22, "learning_rate": 3.185211267605634e-05, "loss": 1.3657, "step": 2680 }, { "epoch": 37.36, "learning_rate": 3.178169014084507e-05, "loss": 1.4399, "step": 2690 }, { "epoch": 37.5, "learning_rate": 3.17112676056338e-05, "loss": 1.3822, "step": 2700 }, { "epoch": 37.64, "learning_rate": 3.1640845070422536e-05, "loss": 1.4901, "step": 2710 }, { "epoch": 37.78, "learning_rate": 3.157042253521127e-05, "loss": 1.4733, "step": 2720 }, { "epoch": 37.91, "learning_rate": 3.15e-05, "loss": 1.4616, "step": 2730 }, { "epoch": 38.0, "eval_loss": 3.878848075866699, "eval_runtime": 130.4377, "eval_samples_per_second": 4.079, "eval_steps_per_second": 0.514, "eval_wer": 0.9812303143279553, "step": 2736 }, { "epoch": 38.06, "learning_rate": 3.1429577464788735e-05, "loss": 1.4583, "step": 2740 }, { "epoch": 38.19, "learning_rate": 3.1359154929577464e-05, "loss": 1.3932, "step": 2750 }, { "epoch": 38.33, "learning_rate": 3.12887323943662e-05, "loss": 1.4282, "step": 2760 }, { "epoch": 38.47, "learning_rate": 3.1218309859154934e-05, "loss": 1.3665, "step": 2770 }, { "epoch": 38.61, "learning_rate": 3.114788732394366e-05, "loss": 1.5116, "step": 2780 }, { "epoch": 38.75, "learning_rate": 3.10774647887324e-05, "loss": 1.4327, "step": 2790 }, { "epoch": 38.89, "learning_rate": 3.1007042253521126e-05, "loss": 1.4791, "step": 2800 }, { "epoch": 39.0, "eval_loss": 3.189089298248291, "eval_runtime": 130.1914, "eval_samples_per_second": 4.086, "eval_steps_per_second": 0.515, "eval_wer": 0.9780806068007971, "step": 2808 }, { "epoch": 39.03, "learning_rate": 3.093661971830986e-05, "loss": 1.4395, "step": 2810 }, { "epoch": 39.17, "learning_rate": 3.08661971830986e-05, "loss": 1.3824, "step": 2820 }, { "epoch": 39.3, "learning_rate": 3.0795774647887325e-05, "loss": 1.4604, "step": 2830 }, { "epoch": 39.44, "learning_rate": 3.072535211267606e-05, "loss": 1.4136, "step": 2840 }, { "epoch": 39.58, "learning_rate": 3.065492957746479e-05, "loss": 1.42, "step": 2850 }, { "epoch": 39.72, "learning_rate": 3.0584507042253524e-05, "loss": 1.3876, "step": 2860 }, { "epoch": 39.86, "learning_rate": 3.0514084507042256e-05, "loss": 1.4762, "step": 2870 }, { "epoch": 40.0, "learning_rate": 3.0443661971830988e-05, "loss": 1.3875, "step": 2880 }, { "epoch": 40.0, "eval_loss": 3.6854491233825684, "eval_runtime": 130.6968, "eval_samples_per_second": 4.07, "eval_steps_per_second": 0.513, "eval_wer": 0.9800732789098155, "step": 2880 }, { "epoch": 40.14, "learning_rate": 3.037323943661972e-05, "loss": 1.4414, "step": 2890 }, { "epoch": 40.28, "learning_rate": 3.0302816901408455e-05, "loss": 1.3793, "step": 2900 }, { "epoch": 40.42, "learning_rate": 3.0232394366197187e-05, "loss": 1.4228, "step": 2910 }, { "epoch": 40.55, "learning_rate": 3.016197183098592e-05, "loss": 1.403, "step": 2920 }, { "epoch": 40.69, "learning_rate": 3.009154929577465e-05, "loss": 1.3963, "step": 2930 }, { "epoch": 40.83, "learning_rate": 3.0021126760563383e-05, "loss": 1.4233, "step": 2940 }, { "epoch": 40.97, "learning_rate": 2.9950704225352115e-05, "loss": 1.3914, "step": 2950 }, { "epoch": 41.0, "eval_loss": 3.4011056423187256, "eval_runtime": 130.7999, "eval_samples_per_second": 4.067, "eval_steps_per_second": 0.512, "eval_wer": 0.9742238220736645, "step": 2952 }, { "epoch": 41.11, "learning_rate": 2.988028169014085e-05, "loss": 1.4879, "step": 2960 }, { "epoch": 41.25, "learning_rate": 2.9809859154929582e-05, "loss": 1.3831, "step": 2970 }, { "epoch": 41.39, "learning_rate": 2.9739436619718314e-05, "loss": 1.4669, "step": 2980 }, { "epoch": 41.53, "learning_rate": 2.9669014084507046e-05, "loss": 1.3642, "step": 2990 }, { "epoch": 41.66, "learning_rate": 2.9598591549295778e-05, "loss": 1.4006, "step": 3000 }, { "epoch": 41.8, "learning_rate": 2.9528169014084506e-05, "loss": 1.4594, "step": 3010 }, { "epoch": 41.94, "learning_rate": 2.9457746478873238e-05, "loss": 1.3744, "step": 3020 }, { "epoch": 42.0, "eval_loss": 3.5792057514190674, "eval_runtime": 130.4782, "eval_samples_per_second": 4.077, "eval_steps_per_second": 0.513, "eval_wer": 0.9808446358552421, "step": 3024 }, { "epoch": 42.08, "learning_rate": 2.938732394366197e-05, "loss": 1.4386, "step": 3030 }, { "epoch": 42.22, "learning_rate": 2.93169014084507e-05, "loss": 1.3701, "step": 3040 }, { "epoch": 42.36, "learning_rate": 2.9246478873239437e-05, "loss": 1.4619, "step": 3050 }, { "epoch": 42.5, "learning_rate": 2.917605633802817e-05, "loss": 1.3623, "step": 3060 }, { "epoch": 42.64, "learning_rate": 2.91056338028169e-05, "loss": 1.3855, "step": 3070 }, { "epoch": 42.78, "learning_rate": 2.9035211267605633e-05, "loss": 1.3731, "step": 3080 }, { "epoch": 42.91, "learning_rate": 2.8964788732394364e-05, "loss": 1.4085, "step": 3090 }, { "epoch": 43.0, "eval_loss": 2.9806365966796875, "eval_runtime": 130.7636, "eval_samples_per_second": 4.068, "eval_steps_per_second": 0.512, "eval_wer": 0.9742881018191168, "step": 3096 }, { "epoch": 43.06, "learning_rate": 2.88943661971831e-05, "loss": 1.3944, "step": 3100 }, { "epoch": 43.19, "learning_rate": 2.882394366197183e-05, "loss": 1.3556, "step": 3110 }, { "epoch": 43.33, "learning_rate": 2.8753521126760563e-05, "loss": 1.415, "step": 3120 }, { "epoch": 43.47, "learning_rate": 2.8683098591549295e-05, "loss": 1.3848, "step": 3130 }, { "epoch": 43.61, "learning_rate": 2.8612676056338027e-05, "loss": 1.468, "step": 3140 }, { "epoch": 43.75, "learning_rate": 2.854225352112676e-05, "loss": 1.3518, "step": 3150 }, { "epoch": 43.89, "learning_rate": 2.8471830985915494e-05, "loss": 1.407, "step": 3160 }, { "epoch": 44.0, "eval_loss": 3.3188397884368896, "eval_runtime": 130.8549, "eval_samples_per_second": 4.066, "eval_steps_per_second": 0.512, "eval_wer": 0.9821302307642862, "step": 3168 }, { "epoch": 44.03, "learning_rate": 2.8401408450704226e-05, "loss": 1.4181, "step": 3170 }, { "epoch": 44.17, "learning_rate": 2.8330985915492958e-05, "loss": 1.3522, "step": 3180 }, { "epoch": 44.3, "learning_rate": 2.826056338028169e-05, "loss": 1.3983, "step": 3190 }, { "epoch": 44.44, "learning_rate": 2.8190140845070422e-05, "loss": 1.4091, "step": 3200 }, { "epoch": 44.58, "learning_rate": 2.8119718309859157e-05, "loss": 1.4292, "step": 3210 }, { "epoch": 44.72, "learning_rate": 2.804929577464789e-05, "loss": 1.348, "step": 3220 }, { "epoch": 44.86, "learning_rate": 2.797887323943662e-05, "loss": 1.3977, "step": 3230 }, { "epoch": 45.0, "learning_rate": 2.7908450704225353e-05, "loss": 1.3678, "step": 3240 }, { "epoch": 45.0, "eval_loss": 3.6300089359283447, "eval_runtime": 130.6888, "eval_samples_per_second": 4.071, "eval_steps_per_second": 0.513, "eval_wer": 0.9816802725461207, "step": 3240 }, { "epoch": 45.14, "learning_rate": 2.7838028169014085e-05, "loss": 1.43, "step": 3250 }, { "epoch": 45.28, "learning_rate": 2.7767605633802816e-05, "loss": 1.3639, "step": 3260 }, { "epoch": 45.42, "learning_rate": 2.7697183098591552e-05, "loss": 1.3611, "step": 3270 }, { "epoch": 45.55, "learning_rate": 2.7626760563380284e-05, "loss": 1.4093, "step": 3280 }, { "epoch": 45.69, "learning_rate": 2.7556338028169015e-05, "loss": 1.3651, "step": 3290 }, { "epoch": 45.83, "learning_rate": 2.7485915492957747e-05, "loss": 1.4214, "step": 3300 }, { "epoch": 45.97, "learning_rate": 2.741549295774648e-05, "loss": 1.3762, "step": 3310 }, { "epoch": 46.0, "eval_loss": 3.098646640777588, "eval_runtime": 130.2199, "eval_samples_per_second": 4.085, "eval_steps_per_second": 0.515, "eval_wer": 0.977437809346275, "step": 3312 }, { "epoch": 46.11, "learning_rate": 2.734507042253521e-05, "loss": 1.421, "step": 3320 }, { "epoch": 46.25, "learning_rate": 2.7274647887323946e-05, "loss": 1.3568, "step": 3330 }, { "epoch": 46.39, "learning_rate": 2.7204225352112678e-05, "loss": 1.3897, "step": 3340 }, { "epoch": 46.53, "learning_rate": 2.713380281690141e-05, "loss": 1.3806, "step": 3350 }, { "epoch": 46.66, "learning_rate": 2.7063380281690142e-05, "loss": 1.3745, "step": 3360 }, { "epoch": 46.8, "learning_rate": 2.6992957746478874e-05, "loss": 1.3942, "step": 3370 }, { "epoch": 46.94, "learning_rate": 2.692253521126761e-05, "loss": 1.3507, "step": 3380 }, { "epoch": 47.0, "eval_loss": 2.8956308364868164, "eval_runtime": 131.1936, "eval_samples_per_second": 4.055, "eval_steps_per_second": 0.511, "eval_wer": 0.9732596258918814, "step": 3384 }, { "epoch": 47.08, "learning_rate": 2.685211267605634e-05, "loss": 1.4291, "step": 3390 }, { "epoch": 47.22, "learning_rate": 2.6781690140845073e-05, "loss": 1.3325, "step": 3400 }, { "epoch": 47.36, "learning_rate": 2.6711267605633805e-05, "loss": 1.419, "step": 3410 }, { "epoch": 47.5, "learning_rate": 2.6640845070422537e-05, "loss": 1.362, "step": 3420 }, { "epoch": 47.64, "learning_rate": 2.657042253521127e-05, "loss": 1.3878, "step": 3430 }, { "epoch": 47.78, "learning_rate": 2.6500000000000004e-05, "loss": 1.3695, "step": 3440 }, { "epoch": 47.91, "learning_rate": 2.6429577464788736e-05, "loss": 1.3646, "step": 3450 }, { "epoch": 48.0, "eval_loss": 2.836045503616333, "eval_runtime": 130.9286, "eval_samples_per_second": 4.063, "eval_steps_per_second": 0.512, "eval_wer": 0.9730667866555248, "step": 3456 }, { "epoch": 48.06, "learning_rate": 2.6359154929577468e-05, "loss": 1.404, "step": 3460 }, { "epoch": 48.19, "learning_rate": 2.62887323943662e-05, "loss": 1.3409, "step": 3470 }, { "epoch": 48.33, "learning_rate": 2.621830985915493e-05, "loss": 1.3885, "step": 3480 }, { "epoch": 48.47, "learning_rate": 2.6147887323943667e-05, "loss": 1.3468, "step": 3490 }, { "epoch": 48.61, "learning_rate": 2.60774647887324e-05, "loss": 1.3811, "step": 3500 }, { "epoch": 48.75, "learning_rate": 2.600704225352113e-05, "loss": 1.3525, "step": 3510 }, { "epoch": 48.89, "learning_rate": 2.5936619718309862e-05, "loss": 1.4027, "step": 3520 }, { "epoch": 49.0, "eval_loss": 3.518127918243408, "eval_runtime": 130.7441, "eval_samples_per_second": 4.069, "eval_steps_per_second": 0.512, "eval_wer": 0.9744166613100212, "step": 3528 }, { "epoch": 49.03, "learning_rate": 2.5866197183098594e-05, "loss": 1.4143, "step": 3530 }, { "epoch": 49.17, "learning_rate": 2.5795774647887326e-05, "loss": 1.3482, "step": 3540 }, { "epoch": 49.3, "learning_rate": 2.572535211267606e-05, "loss": 1.379, "step": 3550 }, { "epoch": 49.44, "learning_rate": 2.5654929577464793e-05, "loss": 1.4315, "step": 3560 }, { "epoch": 49.58, "learning_rate": 2.5584507042253525e-05, "loss": 1.389, "step": 3570 }, { "epoch": 49.72, "learning_rate": 2.5514084507042257e-05, "loss": 1.3345, "step": 3580 }, { "epoch": 49.86, "learning_rate": 2.544366197183099e-05, "loss": 1.3777, "step": 3590 }, { "epoch": 50.0, "learning_rate": 2.5373239436619717e-05, "loss": 1.3383, "step": 3600 }, { "epoch": 50.0, "eval_loss": 3.27095627784729, "eval_runtime": 131.6783, "eval_samples_per_second": 4.04, "eval_steps_per_second": 0.509, "eval_wer": 0.9768592916372051, "step": 3600 }, { "epoch": 50.14, "learning_rate": 2.530281690140845e-05, "loss": 1.4179, "step": 3610 }, { "epoch": 50.28, "learning_rate": 2.523239436619718e-05, "loss": 1.4183, "step": 3620 }, { "epoch": 50.42, "learning_rate": 2.5161971830985913e-05, "loss": 1.3428, "step": 3630 }, { "epoch": 50.55, "learning_rate": 2.5091549295774648e-05, "loss": 1.3861, "step": 3640 }, { "epoch": 50.69, "learning_rate": 2.502112676056338e-05, "loss": 1.3596, "step": 3650 }, { "epoch": 50.83, "learning_rate": 2.4950704225352115e-05, "loss": 1.3923, "step": 3660 }, { "epoch": 50.97, "learning_rate": 2.4880281690140847e-05, "loss": 1.3517, "step": 3670 }, { "epoch": 51.0, "eval_loss": 2.997406244277954, "eval_runtime": 129.9638, "eval_samples_per_second": 4.093, "eval_steps_per_second": 0.516, "eval_wer": 0.975573696728161, "step": 3672 }, { "epoch": 51.11, "learning_rate": 2.480985915492958e-05, "loss": 1.4026, "step": 3680 }, { "epoch": 51.25, "learning_rate": 2.473943661971831e-05, "loss": 1.3317, "step": 3690 }, { "epoch": 51.39, "learning_rate": 2.4669014084507046e-05, "loss": 1.3968, "step": 3700 }, { "epoch": 51.53, "learning_rate": 2.4598591549295778e-05, "loss": 1.3303, "step": 3710 }, { "epoch": 51.66, "learning_rate": 2.452816901408451e-05, "loss": 1.3477, "step": 3720 }, { "epoch": 51.8, "learning_rate": 2.4457746478873242e-05, "loss": 1.3425, "step": 3730 }, { "epoch": 51.94, "learning_rate": 2.4387323943661974e-05, "loss": 1.3551, "step": 3740 }, { "epoch": 52.0, "eval_loss": 3.3179967403411865, "eval_runtime": 131.3646, "eval_samples_per_second": 4.05, "eval_steps_per_second": 0.51, "eval_wer": 0.9751237385099955, "step": 3744 }, { "epoch": 52.08, "learning_rate": 2.4316901408450705e-05, "loss": 1.3972, "step": 3750 }, { "epoch": 52.22, "learning_rate": 2.4246478873239437e-05, "loss": 1.3394, "step": 3760 }, { "epoch": 52.36, "learning_rate": 2.417605633802817e-05, "loss": 1.3707, "step": 3770 }, { "epoch": 52.5, "learning_rate": 2.41056338028169e-05, "loss": 1.3463, "step": 3780 }, { "epoch": 52.64, "learning_rate": 2.4035211267605633e-05, "loss": 1.3658, "step": 3790 }, { "epoch": 52.78, "learning_rate": 2.3964788732394365e-05, "loss": 1.358, "step": 3800 }, { "epoch": 52.91, "learning_rate": 2.38943661971831e-05, "loss": 1.3493, "step": 3810 }, { "epoch": 53.0, "eval_loss": 2.6087403297424316, "eval_runtime": 130.8988, "eval_samples_per_second": 4.064, "eval_steps_per_second": 0.512, "eval_wer": 0.9994214822909301, "step": 3816 }, { "epoch": 53.06, "learning_rate": 2.3823943661971832e-05, "loss": 1.4151, "step": 3820 }, { "epoch": 53.19, "learning_rate": 2.3753521126760564e-05, "loss": 1.3187, "step": 3830 }, { "epoch": 53.33, "learning_rate": 2.3683098591549296e-05, "loss": 1.3759, "step": 3840 }, { "epoch": 53.47, "learning_rate": 2.3612676056338028e-05, "loss": 1.3332, "step": 3850 }, { "epoch": 53.61, "learning_rate": 2.3542253521126763e-05, "loss": 1.3438, "step": 3860 }, { "epoch": 53.75, "learning_rate": 2.3471830985915495e-05, "loss": 1.3296, "step": 3870 }, { "epoch": 53.89, "learning_rate": 2.3401408450704227e-05, "loss": 1.3977, "step": 3880 }, { "epoch": 54.0, "eval_loss": 2.6875009536743164, "eval_runtime": 132.1432, "eval_samples_per_second": 4.026, "eval_steps_per_second": 0.507, "eval_wer": 0.9778234878189882, "step": 3888 }, { "epoch": 54.03, "learning_rate": 2.333098591549296e-05, "loss": 1.3677, "step": 3890 }, { "epoch": 54.17, "learning_rate": 2.326056338028169e-05, "loss": 1.3172, "step": 3900 }, { "epoch": 54.3, "learning_rate": 2.3190140845070422e-05, "loss": 1.362, "step": 3910 }, { "epoch": 54.44, "learning_rate": 2.3119718309859158e-05, "loss": 1.3375, "step": 3920 }, { "epoch": 54.58, "learning_rate": 2.304929577464789e-05, "loss": 1.3644, "step": 3930 }, { "epoch": 54.72, "learning_rate": 2.297887323943662e-05, "loss": 1.3165, "step": 3940 }, { "epoch": 54.86, "learning_rate": 2.2908450704225353e-05, "loss": 1.3723, "step": 3950 }, { "epoch": 55.0, "learning_rate": 2.2838028169014085e-05, "loss": 1.3254, "step": 3960 }, { "epoch": 55.0, "eval_loss": 3.3662502765655518, "eval_runtime": 130.7472, "eval_samples_per_second": 4.069, "eval_steps_per_second": 0.512, "eval_wer": 0.9787234042553191, "step": 3960 }, { "epoch": 55.14, "learning_rate": 2.276760563380282e-05, "loss": 1.3937, "step": 3970 }, { "epoch": 55.28, "learning_rate": 2.2697183098591552e-05, "loss": 1.3371, "step": 3980 }, { "epoch": 55.42, "learning_rate": 2.2626760563380284e-05, "loss": 1.3096, "step": 3990 }, { "epoch": 55.55, "learning_rate": 2.2556338028169016e-05, "loss": 1.3341, "step": 4000 }, { "epoch": 55.69, "learning_rate": 2.2485915492957748e-05, "loss": 1.3173, "step": 4010 }, { "epoch": 55.83, "learning_rate": 2.241549295774648e-05, "loss": 1.3174, "step": 4020 }, { "epoch": 55.97, "learning_rate": 2.2345070422535215e-05, "loss": 1.303, "step": 4030 }, { "epoch": 56.0, "eval_loss": 2.6154274940490723, "eval_runtime": 131.383, "eval_samples_per_second": 4.049, "eval_steps_per_second": 0.51, "eval_wer": 0.9692100019283924, "step": 4032 }, { "epoch": 56.11, "learning_rate": 2.2274647887323943e-05, "loss": 1.337, "step": 4040 }, { "epoch": 56.25, "learning_rate": 2.2204225352112675e-05, "loss": 1.2723, "step": 4050 }, { "epoch": 56.39, "learning_rate": 2.2133802816901407e-05, "loss": 1.3505, "step": 4060 }, { "epoch": 56.53, "learning_rate": 2.2063380281690142e-05, "loss": 1.3265, "step": 4070 }, { "epoch": 56.66, "learning_rate": 2.1992957746478874e-05, "loss": 1.2951, "step": 4080 }, { "epoch": 56.8, "learning_rate": 2.1922535211267606e-05, "loss": 1.3154, "step": 4090 }, { "epoch": 56.94, "learning_rate": 2.1852112676056338e-05, "loss": 1.2612, "step": 4100 }, { "epoch": 57.0, "eval_loss": 3.2773284912109375, "eval_runtime": 131.5337, "eval_samples_per_second": 4.045, "eval_steps_per_second": 0.509, "eval_wer": 0.9760879346917786, "step": 4104 }, { "epoch": 57.08, "learning_rate": 2.178169014084507e-05, "loss": 1.3172, "step": 4110 }, { "epoch": 57.22, "learning_rate": 2.1711267605633802e-05, "loss": 1.2591, "step": 4120 }, { "epoch": 57.36, "learning_rate": 2.1640845070422537e-05, "loss": 1.3305, "step": 4130 }, { "epoch": 57.5, "learning_rate": 2.157042253521127e-05, "loss": 1.2637, "step": 4140 }, { "epoch": 57.64, "learning_rate": 2.15e-05, "loss": 1.3198, "step": 4150 }, { "epoch": 57.78, "learning_rate": 2.1429577464788733e-05, "loss": 1.2798, "step": 4160 }, { "epoch": 57.91, "learning_rate": 2.1359154929577465e-05, "loss": 1.3161, "step": 4170 }, { "epoch": 58.0, "eval_loss": 2.902003765106201, "eval_runtime": 131.0979, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.9717169120010285, "step": 4176 }, { "epoch": 58.06, "learning_rate": 2.12887323943662e-05, "loss": 1.3129, "step": 4180 }, { "epoch": 58.19, "learning_rate": 2.1218309859154932e-05, "loss": 1.2534, "step": 4190 }, { "epoch": 58.33, "learning_rate": 2.1147887323943664e-05, "loss": 1.3106, "step": 4200 }, { "epoch": 58.47, "learning_rate": 2.1077464788732395e-05, "loss": 1.2513, "step": 4210 }, { "epoch": 58.61, "learning_rate": 2.1007042253521127e-05, "loss": 1.2999, "step": 4220 }, { "epoch": 58.75, "learning_rate": 2.093661971830986e-05, "loss": 1.2241, "step": 4230 }, { "epoch": 58.89, "learning_rate": 2.0866197183098594e-05, "loss": 1.3026, "step": 4240 }, { "epoch": 59.0, "eval_loss": 3.151747703552246, "eval_runtime": 131.6083, "eval_samples_per_second": 4.042, "eval_steps_per_second": 0.509, "eval_wer": 0.9708812753101498, "step": 4248 }, { "epoch": 59.03, "learning_rate": 2.0795774647887326e-05, "loss": 1.3299, "step": 4250 }, { "epoch": 59.17, "learning_rate": 2.0725352112676058e-05, "loss": 1.2785, "step": 4260 }, { "epoch": 59.3, "learning_rate": 2.065492957746479e-05, "loss": 1.2908, "step": 4270 }, { "epoch": 59.44, "learning_rate": 2.0584507042253522e-05, "loss": 1.2814, "step": 4280 }, { "epoch": 59.58, "learning_rate": 2.0514084507042254e-05, "loss": 1.2841, "step": 4290 }, { "epoch": 59.72, "learning_rate": 2.044366197183099e-05, "loss": 1.2436, "step": 4300 }, { "epoch": 59.86, "learning_rate": 2.037323943661972e-05, "loss": 1.3191, "step": 4310 }, { "epoch": 60.0, "learning_rate": 2.0302816901408453e-05, "loss": 1.262, "step": 4320 }, { "epoch": 60.0, "eval_loss": 3.129873752593994, "eval_runtime": 130.7498, "eval_samples_per_second": 4.069, "eval_steps_per_second": 0.512, "eval_wer": 0.9674744488011827, "step": 4320 }, { "epoch": 60.14, "learning_rate": 2.0232394366197185e-05, "loss": 1.3176, "step": 4330 }, { "epoch": 60.28, "learning_rate": 2.0161971830985917e-05, "loss": 1.271, "step": 4340 }, { "epoch": 60.42, "learning_rate": 2.009154929577465e-05, "loss": 1.2509, "step": 4350 }, { "epoch": 60.55, "learning_rate": 2.002112676056338e-05, "loss": 1.2607, "step": 4360 }, { "epoch": 60.69, "learning_rate": 1.9950704225352112e-05, "loss": 1.2664, "step": 4370 }, { "epoch": 60.83, "learning_rate": 1.9880281690140844e-05, "loss": 1.318, "step": 4380 }, { "epoch": 60.97, "learning_rate": 1.9809859154929576e-05, "loss": 1.2885, "step": 4390 }, { "epoch": 61.0, "eval_loss": 3.1023097038269043, "eval_runtime": 130.9774, "eval_samples_per_second": 4.062, "eval_steps_per_second": 0.512, "eval_wer": 0.9723597094555505, "step": 4392 }, { "epoch": 61.11, "learning_rate": 1.973943661971831e-05, "loss": 1.3469, "step": 4400 }, { "epoch": 61.25, "learning_rate": 1.9669014084507043e-05, "loss": 1.2218, "step": 4410 }, { "epoch": 61.39, "learning_rate": 1.9598591549295775e-05, "loss": 1.2931, "step": 4420 }, { "epoch": 61.53, "learning_rate": 1.9528169014084507e-05, "loss": 1.2769, "step": 4430 }, { "epoch": 61.66, "learning_rate": 1.945774647887324e-05, "loss": 1.2587, "step": 4440 }, { "epoch": 61.8, "learning_rate": 1.9387323943661974e-05, "loss": 1.3005, "step": 4450 }, { "epoch": 61.94, "learning_rate": 1.9316901408450706e-05, "loss": 1.2538, "step": 4460 }, { "epoch": 62.0, "eval_loss": 2.7857325077056885, "eval_runtime": 131.3498, "eval_samples_per_second": 4.05, "eval_steps_per_second": 0.51, "eval_wer": 0.9877225686186283, "step": 4464 }, { "epoch": 62.08, "learning_rate": 1.9246478873239438e-05, "loss": 1.3198, "step": 4470 }, { "epoch": 62.22, "learning_rate": 1.917605633802817e-05, "loss": 1.2637, "step": 4480 }, { "epoch": 62.36, "learning_rate": 1.91056338028169e-05, "loss": 1.3048, "step": 4490 }, { "epoch": 62.5, "learning_rate": 1.9035211267605633e-05, "loss": 1.2401, "step": 4500 }, { "epoch": 62.64, "learning_rate": 1.896478873239437e-05, "loss": 1.2781, "step": 4510 }, { "epoch": 62.78, "learning_rate": 1.88943661971831e-05, "loss": 1.2786, "step": 4520 }, { "epoch": 62.91, "learning_rate": 1.8823943661971832e-05, "loss": 1.2536, "step": 4530 }, { "epoch": 63.0, "eval_loss": 3.014954090118408, "eval_runtime": 130.7805, "eval_samples_per_second": 4.068, "eval_steps_per_second": 0.512, "eval_wer": 0.9703670373465321, "step": 4536 }, { "epoch": 63.06, "learning_rate": 1.8753521126760564e-05, "loss": 1.321, "step": 4540 }, { "epoch": 63.19, "learning_rate": 1.8683098591549296e-05, "loss": 1.2476, "step": 4550 }, { "epoch": 63.33, "learning_rate": 1.861267605633803e-05, "loss": 1.2828, "step": 4560 }, { "epoch": 63.47, "learning_rate": 1.8542253521126763e-05, "loss": 1.2221, "step": 4570 }, { "epoch": 63.61, "learning_rate": 1.8471830985915495e-05, "loss": 1.3011, "step": 4580 }, { "epoch": 63.75, "learning_rate": 1.8401408450704227e-05, "loss": 1.2338, "step": 4590 }, { "epoch": 63.89, "learning_rate": 1.833098591549296e-05, "loss": 1.3339, "step": 4600 }, { "epoch": 64.0, "eval_loss": 2.930506706237793, "eval_runtime": 130.9798, "eval_samples_per_second": 4.062, "eval_steps_per_second": 0.512, "eval_wer": 0.9722311499646461, "step": 4608 }, { "epoch": 64.03, "learning_rate": 1.826056338028169e-05, "loss": 1.2729, "step": 4610 }, { "epoch": 64.17, "learning_rate": 1.8190140845070426e-05, "loss": 1.2463, "step": 4620 }, { "epoch": 64.3, "learning_rate": 1.8119718309859155e-05, "loss": 1.2679, "step": 4630 }, { "epoch": 64.44, "learning_rate": 1.8049295774647886e-05, "loss": 1.231, "step": 4640 }, { "epoch": 64.58, "learning_rate": 1.797887323943662e-05, "loss": 1.2748, "step": 4650 }, { "epoch": 64.72, "learning_rate": 1.790845070422535e-05, "loss": 1.2311, "step": 4660 }, { "epoch": 64.86, "learning_rate": 1.7838028169014085e-05, "loss": 1.2795, "step": 4670 }, { "epoch": 65.0, "learning_rate": 1.7767605633802817e-05, "loss": 1.2392, "step": 4680 }, { "epoch": 65.0, "eval_loss": 2.769491195678711, "eval_runtime": 130.6674, "eval_samples_per_second": 4.071, "eval_steps_per_second": 0.513, "eval_wer": 0.9749308992736389, "step": 4680 }, { "epoch": 65.14, "learning_rate": 1.769718309859155e-05, "loss": 1.2914, "step": 4690 }, { "epoch": 65.28, "learning_rate": 1.762676056338028e-05, "loss": 1.2715, "step": 4700 }, { "epoch": 65.42, "learning_rate": 1.7556338028169013e-05, "loss": 1.2494, "step": 4710 }, { "epoch": 65.55, "learning_rate": 1.7485915492957748e-05, "loss": 1.2789, "step": 4720 }, { "epoch": 65.69, "learning_rate": 1.741549295774648e-05, "loss": 1.2381, "step": 4730 }, { "epoch": 65.83, "learning_rate": 1.7345070422535212e-05, "loss": 1.3185, "step": 4740 }, { "epoch": 65.97, "learning_rate": 1.7274647887323944e-05, "loss": 1.2572, "step": 4750 }, { "epoch": 66.0, "eval_loss": 2.867743730545044, "eval_runtime": 130.6545, "eval_samples_per_second": 4.072, "eval_steps_per_second": 0.513, "eval_wer": 0.9688886032011313, "step": 4752 }, { "epoch": 66.11, "learning_rate": 1.7204225352112676e-05, "loss": 1.3039, "step": 4760 }, { "epoch": 66.25, "learning_rate": 1.7133802816901408e-05, "loss": 1.2112, "step": 4770 }, { "epoch": 66.39, "learning_rate": 1.7063380281690143e-05, "loss": 1.28, "step": 4780 }, { "epoch": 66.53, "learning_rate": 1.6992957746478875e-05, "loss": 1.2529, "step": 4790 }, { "epoch": 66.66, "learning_rate": 1.6922535211267607e-05, "loss": 1.2379, "step": 4800 }, { "epoch": 66.8, "learning_rate": 1.685211267605634e-05, "loss": 1.2651, "step": 4810 }, { "epoch": 66.94, "learning_rate": 1.678169014084507e-05, "loss": 1.2538, "step": 4820 }, { "epoch": 67.0, "eval_loss": 2.8597300052642822, "eval_runtime": 131.086, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.980523237127981, "step": 4824 }, { "epoch": 67.08, "learning_rate": 1.6711267605633806e-05, "loss": 1.295, "step": 4830 }, { "epoch": 67.22, "learning_rate": 1.6640845070422538e-05, "loss": 1.2451, "step": 4840 }, { "epoch": 67.36, "learning_rate": 1.657042253521127e-05, "loss": 1.2734, "step": 4850 }, { "epoch": 67.5, "learning_rate": 1.65e-05, "loss": 1.2301, "step": 4860 }, { "epoch": 67.64, "learning_rate": 1.6429577464788733e-05, "loss": 1.2834, "step": 4870 }, { "epoch": 67.78, "learning_rate": 1.6359154929577465e-05, "loss": 1.255, "step": 4880 }, { "epoch": 67.91, "learning_rate": 1.62887323943662e-05, "loss": 1.2355, "step": 4890 }, { "epoch": 68.0, "eval_loss": 2.8299758434295654, "eval_runtime": 131.2445, "eval_samples_per_second": 4.054, "eval_steps_per_second": 0.51, "eval_wer": 0.9787876840007713, "step": 4896 }, { "epoch": 68.06, "learning_rate": 1.6218309859154932e-05, "loss": 1.2631, "step": 4900 }, { "epoch": 68.19, "learning_rate": 1.6147887323943664e-05, "loss": 1.2278, "step": 4910 }, { "epoch": 68.33, "learning_rate": 1.6077464788732396e-05, "loss": 1.2391, "step": 4920 }, { "epoch": 68.47, "learning_rate": 1.6007042253521128e-05, "loss": 1.2209, "step": 4930 }, { "epoch": 68.61, "learning_rate": 1.593661971830986e-05, "loss": 1.2971, "step": 4940 }, { "epoch": 68.75, "learning_rate": 1.586619718309859e-05, "loss": 1.2235, "step": 4950 }, { "epoch": 68.89, "learning_rate": 1.5795774647887323e-05, "loss": 1.2682, "step": 4960 }, { "epoch": 69.0, "eval_loss": 2.701061248779297, "eval_runtime": 131.5603, "eval_samples_per_second": 4.044, "eval_steps_per_second": 0.509, "eval_wer": 0.9741595423282123, "step": 4968 }, { "epoch": 69.03, "learning_rate": 1.5725352112676055e-05, "loss": 1.2781, "step": 4970 }, { "epoch": 69.17, "learning_rate": 1.5654929577464787e-05, "loss": 1.2314, "step": 4980 }, { "epoch": 69.3, "learning_rate": 1.5584507042253522e-05, "loss": 1.2574, "step": 4990 }, { "epoch": 69.44, "learning_rate": 1.5514084507042254e-05, "loss": 1.247, "step": 5000 }, { "epoch": 69.58, "learning_rate": 1.5443661971830986e-05, "loss": 1.2494, "step": 5010 }, { "epoch": 69.72, "learning_rate": 1.5373239436619718e-05, "loss": 1.1997, "step": 5020 }, { "epoch": 69.86, "learning_rate": 1.530281690140845e-05, "loss": 1.2613, "step": 5030 }, { "epoch": 70.0, "learning_rate": 1.5232394366197183e-05, "loss": 1.2252, "step": 5040 }, { "epoch": 70.0, "eval_loss": 2.8321807384490967, "eval_runtime": 131.0272, "eval_samples_per_second": 4.06, "eval_steps_per_second": 0.511, "eval_wer": 0.9722311499646461, "step": 5040 }, { "epoch": 70.14, "learning_rate": 1.5161971830985915e-05, "loss": 1.2647, "step": 5050 }, { "epoch": 70.28, "learning_rate": 1.5091549295774649e-05, "loss": 1.2388, "step": 5060 }, { "epoch": 70.42, "learning_rate": 1.502112676056338e-05, "loss": 1.2413, "step": 5070 }, { "epoch": 70.55, "learning_rate": 1.4950704225352113e-05, "loss": 1.2658, "step": 5080 }, { "epoch": 70.69, "learning_rate": 1.4880281690140846e-05, "loss": 1.1942, "step": 5090 }, { "epoch": 70.83, "learning_rate": 1.4809859154929578e-05, "loss": 1.2409, "step": 5100 }, { "epoch": 70.97, "learning_rate": 1.4739436619718312e-05, "loss": 1.2085, "step": 5110 }, { "epoch": 71.0, "eval_loss": 2.740072727203369, "eval_runtime": 130.8975, "eval_samples_per_second": 4.064, "eval_steps_per_second": 0.512, "eval_wer": 0.9710741145465064, "step": 5112 }, { "epoch": 71.11, "learning_rate": 1.4669014084507044e-05, "loss": 1.2891, "step": 5120 }, { "epoch": 71.25, "learning_rate": 1.4598591549295775e-05, "loss": 1.2077, "step": 5130 }, { "epoch": 71.39, "learning_rate": 1.4528169014084509e-05, "loss": 1.2418, "step": 5140 }, { "epoch": 71.53, "learning_rate": 1.4457746478873241e-05, "loss": 1.2247, "step": 5150 }, { "epoch": 71.66, "learning_rate": 1.4387323943661973e-05, "loss": 1.2343, "step": 5160 }, { "epoch": 71.8, "learning_rate": 1.4316901408450706e-05, "loss": 1.2643, "step": 5170 }, { "epoch": 71.94, "learning_rate": 1.4246478873239438e-05, "loss": 1.2412, "step": 5180 }, { "epoch": 72.0, "eval_loss": 2.6227338314056396, "eval_runtime": 130.7815, "eval_samples_per_second": 4.068, "eval_steps_per_second": 0.512, "eval_wer": 0.9762807739281353, "step": 5184 }, { "epoch": 72.08, "learning_rate": 1.417605633802817e-05, "loss": 1.2857, "step": 5190 }, { "epoch": 72.22, "learning_rate": 1.4105633802816904e-05, "loss": 1.2068, "step": 5200 }, { "epoch": 72.36, "learning_rate": 1.4035211267605636e-05, "loss": 1.2536, "step": 5210 }, { "epoch": 72.5, "learning_rate": 1.3964788732394367e-05, "loss": 1.2114, "step": 5220 }, { "epoch": 72.64, "learning_rate": 1.3894366197183098e-05, "loss": 1.2595, "step": 5230 }, { "epoch": 72.78, "learning_rate": 1.3823943661971831e-05, "loss": 1.209, "step": 5240 }, { "epoch": 72.91, "learning_rate": 1.3753521126760563e-05, "loss": 1.2148, "step": 5250 }, { "epoch": 73.0, "eval_loss": 2.714576244354248, "eval_runtime": 131.252, "eval_samples_per_second": 4.053, "eval_steps_per_second": 0.51, "eval_wer": 0.9689528829465835, "step": 5256 }, { "epoch": 73.06, "learning_rate": 1.3683098591549295e-05, "loss": 1.2858, "step": 5260 }, { "epoch": 73.19, "learning_rate": 1.3612676056338028e-05, "loss": 1.2126, "step": 5270 }, { "epoch": 73.33, "learning_rate": 1.354225352112676e-05, "loss": 1.257, "step": 5280 }, { "epoch": 73.47, "learning_rate": 1.3471830985915492e-05, "loss": 1.2102, "step": 5290 }, { "epoch": 73.61, "learning_rate": 1.3401408450704226e-05, "loss": 1.2511, "step": 5300 }, { "epoch": 73.75, "learning_rate": 1.3330985915492958e-05, "loss": 1.2035, "step": 5310 }, { "epoch": 73.89, "learning_rate": 1.326056338028169e-05, "loss": 1.2411, "step": 5320 }, { "epoch": 74.0, "eval_loss": 2.996312141418457, "eval_runtime": 131.4356, "eval_samples_per_second": 4.048, "eval_steps_per_second": 0.51, "eval_wer": 0.966317413383043, "step": 5328 }, { "epoch": 74.03, "learning_rate": 1.3190140845070423e-05, "loss": 1.2552, "step": 5330 }, { "epoch": 74.17, "learning_rate": 1.3119718309859155e-05, "loss": 1.2058, "step": 5340 }, { "epoch": 74.3, "learning_rate": 1.3049295774647889e-05, "loss": 1.2041, "step": 5350 }, { "epoch": 74.44, "learning_rate": 1.297887323943662e-05, "loss": 1.2125, "step": 5360 }, { "epoch": 74.58, "learning_rate": 1.2908450704225352e-05, "loss": 1.2323, "step": 5370 }, { "epoch": 74.72, "learning_rate": 1.2838028169014086e-05, "loss": 1.2222, "step": 5380 }, { "epoch": 74.86, "learning_rate": 1.2767605633802818e-05, "loss": 1.2527, "step": 5390 }, { "epoch": 75.0, "learning_rate": 1.269718309859155e-05, "loss": 1.2012, "step": 5400 }, { "epoch": 75.0, "eval_loss": 2.7940216064453125, "eval_runtime": 130.9397, "eval_samples_per_second": 4.063, "eval_steps_per_second": 0.512, "eval_wer": 0.9655460564376165, "step": 5400 }, { "epoch": 75.14, "learning_rate": 1.2626760563380283e-05, "loss": 1.2865, "step": 5410 }, { "epoch": 75.28, "learning_rate": 1.2556338028169015e-05, "loss": 1.2463, "step": 5420 }, { "epoch": 75.42, "learning_rate": 1.2485915492957747e-05, "loss": 1.2363, "step": 5430 }, { "epoch": 75.55, "learning_rate": 1.241549295774648e-05, "loss": 1.2467, "step": 5440 }, { "epoch": 75.69, "learning_rate": 1.234507042253521e-05, "loss": 1.2138, "step": 5450 }, { "epoch": 75.83, "learning_rate": 1.2274647887323944e-05, "loss": 1.2144, "step": 5460 }, { "epoch": 75.97, "learning_rate": 1.2204225352112676e-05, "loss": 1.1969, "step": 5470 }, { "epoch": 76.0, "eval_loss": 2.621224880218506, "eval_runtime": 131.068, "eval_samples_per_second": 4.059, "eval_steps_per_second": 0.511, "eval_wer": 0.9790448029825802, "step": 5472 }, { "epoch": 76.11, "learning_rate": 1.2133802816901408e-05, "loss": 1.276, "step": 5480 }, { "epoch": 76.25, "learning_rate": 1.2063380281690142e-05, "loss": 1.2038, "step": 5490 }, { "epoch": 76.39, "learning_rate": 1.1992957746478873e-05, "loss": 1.2469, "step": 5500 }, { "epoch": 76.53, "learning_rate": 1.1922535211267605e-05, "loss": 1.2184, "step": 5510 }, { "epoch": 76.66, "learning_rate": 1.1852112676056339e-05, "loss": 1.216, "step": 5520 }, { "epoch": 76.8, "learning_rate": 1.178169014084507e-05, "loss": 1.2265, "step": 5530 }, { "epoch": 76.94, "learning_rate": 1.1711267605633804e-05, "loss": 1.2004, "step": 5540 }, { "epoch": 77.0, "eval_loss": 2.8644309043884277, "eval_runtime": 131.1358, "eval_samples_per_second": 4.057, "eval_steps_per_second": 0.511, "eval_wer": 0.9710741145465064, "step": 5544 }, { "epoch": 77.08, "learning_rate": 1.1640845070422536e-05, "loss": 1.2794, "step": 5550 }, { "epoch": 77.22, "learning_rate": 1.1570422535211268e-05, "loss": 1.1772, "step": 5560 }, { "epoch": 77.36, "learning_rate": 1.1500000000000002e-05, "loss": 1.2421, "step": 5570 }, { "epoch": 77.5, "learning_rate": 1.1429577464788734e-05, "loss": 1.1951, "step": 5580 }, { "epoch": 77.64, "learning_rate": 1.1359154929577465e-05, "loss": 1.2643, "step": 5590 }, { "epoch": 77.78, "learning_rate": 1.1288732394366197e-05, "loss": 1.232, "step": 5600 }, { "epoch": 77.91, "learning_rate": 1.121830985915493e-05, "loss": 1.2247, "step": 5610 }, { "epoch": 78.0, "eval_loss": 2.612703561782837, "eval_runtime": 131.1043, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.9620749501831972, "step": 5616 }, { "epoch": 78.06, "learning_rate": 1.1147887323943663e-05, "loss": 1.2683, "step": 5620 }, { "epoch": 78.19, "learning_rate": 1.1077464788732395e-05, "loss": 1.198, "step": 5630 }, { "epoch": 78.33, "learning_rate": 1.1007042253521127e-05, "loss": 1.2199, "step": 5640 }, { "epoch": 78.47, "learning_rate": 1.093661971830986e-05, "loss": 1.1778, "step": 5650 }, { "epoch": 78.61, "learning_rate": 1.0866197183098592e-05, "loss": 1.2063, "step": 5660 }, { "epoch": 78.75, "learning_rate": 1.0795774647887324e-05, "loss": 1.1895, "step": 5670 }, { "epoch": 78.89, "learning_rate": 1.0725352112676057e-05, "loss": 1.2791, "step": 5680 }, { "epoch": 79.0, "eval_loss": 2.653787136077881, "eval_runtime": 131.0838, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.9719097512373851, "step": 5688 }, { "epoch": 79.03, "learning_rate": 1.065492957746479e-05, "loss": 1.2484, "step": 5690 }, { "epoch": 79.17, "learning_rate": 1.0584507042253521e-05, "loss": 1.2304, "step": 5700 }, { "epoch": 79.3, "learning_rate": 1.0514084507042255e-05, "loss": 1.2353, "step": 5710 }, { "epoch": 79.44, "learning_rate": 1.0443661971830987e-05, "loss": 1.1799, "step": 5720 }, { "epoch": 79.58, "learning_rate": 1.037323943661972e-05, "loss": 1.2419, "step": 5730 }, { "epoch": 79.72, "learning_rate": 1.030281690140845e-05, "loss": 1.2154, "step": 5740 }, { "epoch": 79.86, "learning_rate": 1.0232394366197182e-05, "loss": 1.2384, "step": 5750 }, { "epoch": 80.0, "learning_rate": 1.0161971830985916e-05, "loss": 1.1867, "step": 5760 }, { "epoch": 80.0, "eval_loss": 2.7778642177581787, "eval_runtime": 129.0244, "eval_samples_per_second": 4.123, "eval_steps_per_second": 0.519, "eval_wer": 0.9586681236742303, "step": 5760 }, { "epoch": 80.14, "learning_rate": 1.0091549295774648e-05, "loss": 1.259, "step": 5770 }, { "epoch": 80.28, "learning_rate": 1.0021126760563381e-05, "loss": 1.2021, "step": 5780 }, { "epoch": 80.42, "learning_rate": 9.950704225352113e-06, "loss": 1.2074, "step": 5790 }, { "epoch": 80.55, "learning_rate": 9.880281690140845e-06, "loss": 1.2142, "step": 5800 }, { "epoch": 80.69, "learning_rate": 9.809859154929579e-06, "loss": 1.1929, "step": 5810 }, { "epoch": 80.83, "learning_rate": 9.73943661971831e-06, "loss": 1.2238, "step": 5820 }, { "epoch": 80.97, "learning_rate": 9.669014084507042e-06, "loss": 1.1992, "step": 5830 }, { "epoch": 81.0, "eval_loss": 2.829700231552124, "eval_runtime": 128.7334, "eval_samples_per_second": 4.133, "eval_steps_per_second": 0.52, "eval_wer": 0.9643247412740246, "step": 5832 }, { "epoch": 81.11, "learning_rate": 9.598591549295776e-06, "loss": 1.2484, "step": 5840 }, { "epoch": 81.25, "learning_rate": 9.528169014084508e-06, "loss": 1.2018, "step": 5850 }, { "epoch": 81.39, "learning_rate": 9.45774647887324e-06, "loss": 1.2252, "step": 5860 }, { "epoch": 81.53, "learning_rate": 9.387323943661973e-06, "loss": 1.1984, "step": 5870 }, { "epoch": 81.66, "learning_rate": 9.316901408450705e-06, "loss": 1.198, "step": 5880 }, { "epoch": 81.8, "learning_rate": 9.246478873239437e-06, "loss": 1.2184, "step": 5890 }, { "epoch": 81.94, "learning_rate": 9.176056338028169e-06, "loss": 1.1833, "step": 5900 }, { "epoch": 82.0, "eval_loss": 2.850757122039795, "eval_runtime": 128.577, "eval_samples_per_second": 4.138, "eval_steps_per_second": 0.521, "eval_wer": 0.9722954297100983, "step": 5904 }, { "epoch": 82.08, "learning_rate": 9.1056338028169e-06, "loss": 1.2571, "step": 5910 }, { "epoch": 82.22, "learning_rate": 9.035211267605634e-06, "loss": 1.1955, "step": 5920 }, { "epoch": 82.36, "learning_rate": 8.964788732394366e-06, "loss": 1.2139, "step": 5930 }, { "epoch": 82.5, "learning_rate": 8.894366197183098e-06, "loss": 1.1704, "step": 5940 }, { "epoch": 82.64, "learning_rate": 8.823943661971832e-06, "loss": 1.2177, "step": 5950 }, { "epoch": 82.78, "learning_rate": 8.753521126760563e-06, "loss": 1.2016, "step": 5960 }, { "epoch": 82.91, "learning_rate": 8.683098591549297e-06, "loss": 1.2092, "step": 5970 }, { "epoch": 83.0, "eval_loss": 2.8260996341705322, "eval_runtime": 128.9666, "eval_samples_per_second": 4.125, "eval_steps_per_second": 0.52, "eval_wer": 0.9690171626920357, "step": 5976 }, { "epoch": 83.06, "learning_rate": 8.612676056338029e-06, "loss": 1.2366, "step": 5980 }, { "epoch": 83.19, "learning_rate": 8.54225352112676e-06, "loss": 1.1923, "step": 5990 }, { "epoch": 83.33, "learning_rate": 8.471830985915494e-06, "loss": 1.205, "step": 6000 }, { "epoch": 83.47, "learning_rate": 8.401408450704226e-06, "loss": 1.1998, "step": 6010 }, { "epoch": 83.61, "learning_rate": 8.330985915492958e-06, "loss": 1.2067, "step": 6020 }, { "epoch": 83.75, "learning_rate": 8.260563380281692e-06, "loss": 1.1848, "step": 6030 }, { "epoch": 83.89, "learning_rate": 8.190140845070422e-06, "loss": 1.2215, "step": 6040 }, { "epoch": 84.0, "eval_loss": 2.599538564682007, "eval_runtime": 128.5443, "eval_samples_per_second": 4.139, "eval_steps_per_second": 0.521, "eval_wer": 0.9717169120010285, "step": 6048 }, { "epoch": 84.03, "learning_rate": 8.119718309859155e-06, "loss": 1.229, "step": 6050 }, { "epoch": 84.17, "learning_rate": 8.049295774647887e-06, "loss": 1.1939, "step": 6060 }, { "epoch": 84.3, "learning_rate": 7.97887323943662e-06, "loss": 1.2002, "step": 6070 }, { "epoch": 84.44, "learning_rate": 7.908450704225353e-06, "loss": 1.1931, "step": 6080 }, { "epoch": 84.58, "learning_rate": 7.838028169014085e-06, "loss": 1.1964, "step": 6090 }, { "epoch": 84.72, "learning_rate": 7.767605633802817e-06, "loss": 1.169, "step": 6100 }, { "epoch": 84.86, "learning_rate": 7.69718309859155e-06, "loss": 1.208, "step": 6110 }, { "epoch": 85.0, "learning_rate": 7.626760563380282e-06, "loss": 1.1966, "step": 6120 }, { "epoch": 85.0, "eval_loss": 2.7658963203430176, "eval_runtime": 128.9084, "eval_samples_per_second": 4.127, "eval_steps_per_second": 0.52, "eval_wer": 0.9677315677829916, "step": 6120 }, { "epoch": 85.14, "learning_rate": 7.556338028169015e-06, "loss": 1.242, "step": 6130 }, { "epoch": 85.28, "learning_rate": 7.485915492957747e-06, "loss": 1.2057, "step": 6140 }, { "epoch": 85.42, "learning_rate": 7.415492957746479e-06, "loss": 1.2159, "step": 6150 }, { "epoch": 85.55, "learning_rate": 7.345070422535212e-06, "loss": 1.2113, "step": 6160 }, { "epoch": 85.69, "learning_rate": 7.274647887323945e-06, "loss": 1.1814, "step": 6170 }, { "epoch": 85.83, "learning_rate": 7.2042253521126775e-06, "loss": 1.2145, "step": 6180 }, { "epoch": 85.97, "learning_rate": 7.1338028169014085e-06, "loss": 1.1774, "step": 6190 }, { "epoch": 86.0, "eval_loss": 2.628901243209839, "eval_runtime": 131.7057, "eval_samples_per_second": 4.039, "eval_steps_per_second": 0.509, "eval_wer": 0.9703027576010799, "step": 6192 }, { "epoch": 86.11, "learning_rate": 7.06338028169014e-06, "loss": 1.2575, "step": 6200 }, { "epoch": 86.25, "learning_rate": 6.992957746478873e-06, "loss": 1.1787, "step": 6210 }, { "epoch": 86.39, "learning_rate": 6.922535211267606e-06, "loss": 1.2204, "step": 6220 }, { "epoch": 86.53, "learning_rate": 6.8521126760563385e-06, "loss": 1.1907, "step": 6230 }, { "epoch": 86.66, "learning_rate": 6.78169014084507e-06, "loss": 1.2021, "step": 6240 }, { "epoch": 86.8, "learning_rate": 6.711267605633803e-06, "loss": 1.1983, "step": 6250 }, { "epoch": 86.94, "learning_rate": 6.640845070422536e-06, "loss": 1.2002, "step": 6260 }, { "epoch": 87.0, "eval_loss": 2.719727039337158, "eval_runtime": 128.6644, "eval_samples_per_second": 4.135, "eval_steps_per_second": 0.521, "eval_wer": 0.9775020890917272, "step": 6264 }, { "epoch": 87.08, "learning_rate": 6.570422535211268e-06, "loss": 1.2199, "step": 6270 }, { "epoch": 87.22, "learning_rate": 6.5000000000000004e-06, "loss": 1.1853, "step": 6280 }, { "epoch": 87.36, "learning_rate": 6.429577464788733e-06, "loss": 1.2159, "step": 6290 }, { "epoch": 87.5, "learning_rate": 6.359154929577466e-06, "loss": 1.1772, "step": 6300 }, { "epoch": 87.64, "learning_rate": 6.288732394366198e-06, "loss": 1.2092, "step": 6310 }, { "epoch": 87.78, "learning_rate": 6.21830985915493e-06, "loss": 1.1923, "step": 6320 }, { "epoch": 87.91, "learning_rate": 6.147887323943662e-06, "loss": 1.2035, "step": 6330 }, { "epoch": 88.0, "eval_loss": 2.6153945922851562, "eval_runtime": 128.668, "eval_samples_per_second": 4.135, "eval_steps_per_second": 0.521, "eval_wer": 0.9778234878189882, "step": 6336 }, { "epoch": 88.06, "learning_rate": 6.077464788732395e-06, "loss": 1.2339, "step": 6340 }, { "epoch": 88.19, "learning_rate": 6.007042253521127e-06, "loss": 1.1986, "step": 6350 }, { "epoch": 88.33, "learning_rate": 5.93661971830986e-06, "loss": 1.1895, "step": 6360 }, { "epoch": 88.47, "learning_rate": 5.8661971830985916e-06, "loss": 1.1787, "step": 6370 }, { "epoch": 88.61, "learning_rate": 5.795774647887324e-06, "loss": 1.202, "step": 6380 }, { "epoch": 88.75, "learning_rate": 5.725352112676056e-06, "loss": 1.1641, "step": 6390 }, { "epoch": 88.89, "learning_rate": 5.654929577464789e-06, "loss": 1.2219, "step": 6400 }, { "epoch": 89.0, "eval_loss": 2.6426045894622803, "eval_runtime": 130.6768, "eval_samples_per_second": 4.071, "eval_steps_per_second": 0.513, "eval_wer": 0.9760879346917786, "step": 6408 }, { "epoch": 89.03, "learning_rate": 5.584507042253522e-06, "loss": 1.2101, "step": 6410 }, { "epoch": 89.17, "learning_rate": 5.514084507042254e-06, "loss": 1.1915, "step": 6420 }, { "epoch": 89.3, "learning_rate": 5.443661971830986e-06, "loss": 1.1973, "step": 6430 }, { "epoch": 89.44, "learning_rate": 5.373239436619719e-06, "loss": 1.1821, "step": 6440 }, { "epoch": 89.58, "learning_rate": 5.302816901408451e-06, "loss": 1.1799, "step": 6450 }, { "epoch": 89.72, "learning_rate": 5.2323943661971835e-06, "loss": 1.181, "step": 6460 }, { "epoch": 89.86, "learning_rate": 5.161971830985915e-06, "loss": 1.2013, "step": 6470 }, { "epoch": 90.0, "learning_rate": 5.091549295774648e-06, "loss": 1.1724, "step": 6480 }, { "epoch": 90.0, "eval_loss": 2.599557399749756, "eval_runtime": 132.1227, "eval_samples_per_second": 4.027, "eval_steps_per_second": 0.507, "eval_wer": 0.9801375586552677, "step": 6480 }, { "epoch": 90.14, "learning_rate": 5.021126760563381e-06, "loss": 1.2122, "step": 6490 }, { "epoch": 90.28, "learning_rate": 4.950704225352113e-06, "loss": 1.1918, "step": 6500 }, { "epoch": 90.42, "learning_rate": 4.8802816901408454e-06, "loss": 1.1766, "step": 6510 }, { "epoch": 90.55, "learning_rate": 4.809859154929577e-06, "loss": 1.1855, "step": 6520 }, { "epoch": 90.69, "learning_rate": 4.73943661971831e-06, "loss": 1.1743, "step": 6530 }, { "epoch": 90.83, "learning_rate": 4.669014084507043e-06, "loss": 1.2096, "step": 6540 }, { "epoch": 90.97, "learning_rate": 4.598591549295775e-06, "loss": 1.1832, "step": 6550 }, { "epoch": 91.0, "eval_loss": 2.731451988220215, "eval_runtime": 131.0173, "eval_samples_per_second": 4.061, "eval_steps_per_second": 0.511, "eval_wer": 0.9742881018191168, "step": 6552 }, { "epoch": 91.11, "learning_rate": 4.528169014084507e-06, "loss": 1.2037, "step": 6560 }, { "epoch": 91.25, "learning_rate": 4.45774647887324e-06, "loss": 1.1731, "step": 6570 }, { "epoch": 91.39, "learning_rate": 4.387323943661972e-06, "loss": 1.2071, "step": 6580 }, { "epoch": 91.53, "learning_rate": 4.316901408450704e-06, "loss": 1.1664, "step": 6590 }, { "epoch": 91.66, "learning_rate": 4.2464788732394366e-06, "loss": 1.1692, "step": 6600 }, { "epoch": 91.8, "learning_rate": 4.176056338028169e-06, "loss": 1.191, "step": 6610 }, { "epoch": 91.94, "learning_rate": 4.105633802816901e-06, "loss": 1.1759, "step": 6620 }, { "epoch": 92.0, "eval_loss": 2.5726349353790283, "eval_runtime": 131.726, "eval_samples_per_second": 4.039, "eval_steps_per_second": 0.509, "eval_wer": 0.9965288937455807, "step": 6624 }, { "epoch": 92.08, "learning_rate": 4.035211267605634e-06, "loss": 1.2287, "step": 6630 }, { "epoch": 92.22, "learning_rate": 3.964788732394367e-06, "loss": 1.1849, "step": 6640 }, { "epoch": 92.36, "learning_rate": 3.894366197183099e-06, "loss": 1.2151, "step": 6650 }, { "epoch": 92.5, "learning_rate": 3.823943661971831e-06, "loss": 1.1783, "step": 6660 }, { "epoch": 92.64, "learning_rate": 3.753521126760563e-06, "loss": 1.1818, "step": 6670 }, { "epoch": 92.78, "learning_rate": 3.683098591549296e-06, "loss": 1.1783, "step": 6680 }, { "epoch": 92.91, "learning_rate": 3.612676056338028e-06, "loss": 1.1638, "step": 6690 }, { "epoch": 93.0, "eval_loss": 2.6569957733154297, "eval_runtime": 131.2307, "eval_samples_per_second": 4.054, "eval_steps_per_second": 0.511, "eval_wer": 0.9865012534550364, "step": 6696 }, { "epoch": 93.06, "learning_rate": 3.542253521126761e-06, "loss": 1.2044, "step": 6700 }, { "epoch": 93.19, "learning_rate": 3.471830985915493e-06, "loss": 1.1595, "step": 6710 }, { "epoch": 93.33, "learning_rate": 3.401408450704226e-06, "loss": 1.188, "step": 6720 }, { "epoch": 93.47, "learning_rate": 3.330985915492958e-06, "loss": 1.1614, "step": 6730 }, { "epoch": 93.61, "learning_rate": 3.26056338028169e-06, "loss": 1.1906, "step": 6740 }, { "epoch": 93.75, "learning_rate": 3.1901408450704223e-06, "loss": 1.1665, "step": 6750 }, { "epoch": 93.89, "learning_rate": 3.119718309859155e-06, "loss": 1.1872, "step": 6760 }, { "epoch": 94.0, "eval_loss": 2.6414103507995605, "eval_runtime": 131.1073, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.511, "eval_wer": 0.9947933406183711, "step": 6768 }, { "epoch": 94.03, "learning_rate": 3.0492957746478873e-06, "loss": 1.2089, "step": 6770 }, { "epoch": 94.17, "learning_rate": 2.97887323943662e-06, "loss": 1.1699, "step": 6780 }, { "epoch": 94.3, "learning_rate": 2.9084507042253524e-06, "loss": 1.1739, "step": 6790 }, { "epoch": 94.44, "learning_rate": 2.8380281690140847e-06, "loss": 1.1663, "step": 6800 }, { "epoch": 94.58, "learning_rate": 2.767605633802817e-06, "loss": 1.1771, "step": 6810 }, { "epoch": 94.72, "learning_rate": 2.6971830985915497e-06, "loss": 1.1685, "step": 6820 }, { "epoch": 94.86, "learning_rate": 2.6267605633802816e-06, "loss": 1.2045, "step": 6830 }, { "epoch": 95.0, "learning_rate": 2.5563380281690143e-06, "loss": 1.144, "step": 6840 }, { "epoch": 95.0, "eval_loss": 2.6263763904571533, "eval_runtime": 131.0288, "eval_samples_per_second": 4.06, "eval_steps_per_second": 0.511, "eval_wer": 0.9863084142186797, "step": 6840 }, { "epoch": 95.14, "learning_rate": 2.4859154929577466e-06, "loss": 1.2542, "step": 6850 }, { "epoch": 95.28, "learning_rate": 2.4154929577464793e-06, "loss": 1.1588, "step": 6860 }, { "epoch": 95.42, "learning_rate": 2.345070422535211e-06, "loss": 1.1804, "step": 6870 }, { "epoch": 95.55, "learning_rate": 2.274647887323944e-06, "loss": 1.1847, "step": 6880 }, { "epoch": 95.69, "learning_rate": 2.204225352112676e-06, "loss": 1.1723, "step": 6890 }, { "epoch": 95.83, "learning_rate": 2.1338028169014085e-06, "loss": 1.1867, "step": 6900 }, { "epoch": 95.97, "learning_rate": 2.063380281690141e-06, "loss": 1.1636, "step": 6910 }, { "epoch": 96.0, "eval_loss": 2.5819830894470215, "eval_runtime": 130.9251, "eval_samples_per_second": 4.063, "eval_steps_per_second": 0.512, "eval_wer": 0.9917721925821174, "step": 6912 }, { "epoch": 96.11, "learning_rate": 1.9929577464788735e-06, "loss": 1.2053, "step": 6920 }, { "epoch": 96.25, "learning_rate": 1.922535211267606e-06, "loss": 1.1621, "step": 6930 }, { "epoch": 96.39, "learning_rate": 1.8521126760563383e-06, "loss": 1.1944, "step": 6940 }, { "epoch": 96.53, "learning_rate": 1.7816901408450704e-06, "loss": 1.1547, "step": 6950 }, { "epoch": 96.66, "learning_rate": 1.711267605633803e-06, "loss": 1.1609, "step": 6960 }, { "epoch": 96.8, "learning_rate": 1.6408450704225354e-06, "loss": 1.1928, "step": 6970 }, { "epoch": 96.94, "learning_rate": 1.5704225352112675e-06, "loss": 1.1714, "step": 6980 }, { "epoch": 97.0, "eval_loss": 2.596989870071411, "eval_runtime": 130.9899, "eval_samples_per_second": 4.061, "eval_steps_per_second": 0.511, "eval_wer": 0.991322234363952, "step": 6984 }, { "epoch": 97.08, "learning_rate": 1.5e-06, "loss": 1.211, "step": 6990 }, { "epoch": 97.22, "learning_rate": 1.4295774647887325e-06, "loss": 1.1678, "step": 7000 }, { "epoch": 97.36, "learning_rate": 1.3591549295774648e-06, "loss": 1.185, "step": 7010 }, { "epoch": 97.5, "learning_rate": 1.2887323943661974e-06, "loss": 1.1638, "step": 7020 }, { "epoch": 97.64, "learning_rate": 1.2183098591549297e-06, "loss": 1.1858, "step": 7030 }, { "epoch": 97.78, "learning_rate": 1.1478873239436622e-06, "loss": 1.1571, "step": 7040 }, { "epoch": 97.91, "learning_rate": 1.0774647887323945e-06, "loss": 1.1943, "step": 7050 }, { "epoch": 98.0, "eval_loss": 2.6308441162109375, "eval_runtime": 131.2345, "eval_samples_per_second": 4.054, "eval_steps_per_second": 0.511, "eval_wer": 0.9894581217458379, "step": 7056 }, { "epoch": 98.06, "learning_rate": 1.007042253521127e-06, "loss": 1.194, "step": 7060 }, { "epoch": 98.19, "learning_rate": 9.366197183098592e-07, "loss": 1.1703, "step": 7070 }, { "epoch": 98.33, "learning_rate": 8.661971830985915e-07, "loss": 1.1724, "step": 7080 }, { "epoch": 98.47, "learning_rate": 7.95774647887324e-07, "loss": 1.1557, "step": 7090 }, { "epoch": 98.61, "learning_rate": 7.253521126760564e-07, "loss": 1.1746, "step": 7100 }, { "epoch": 98.75, "learning_rate": 6.549295774647888e-07, "loss": 1.1476, "step": 7110 }, { "epoch": 98.89, "learning_rate": 5.845070422535212e-07, "loss": 1.185, "step": 7120 }, { "epoch": 99.0, "eval_loss": 2.637880325317383, "eval_runtime": 131.2546, "eval_samples_per_second": 4.053, "eval_steps_per_second": 0.51, "eval_wer": 0.9898438002185511, "step": 7128 }, { "epoch": 99.03, "learning_rate": 5.140845070422535e-07, "loss": 1.2175, "step": 7130 }, { "epoch": 99.17, "learning_rate": 4.436619718309859e-07, "loss": 1.1628, "step": 7140 }, { "epoch": 99.3, "learning_rate": 3.7323943661971836e-07, "loss": 1.1645, "step": 7150 }, { "epoch": 99.44, "learning_rate": 3.0281690140845076e-07, "loss": 1.1748, "step": 7160 }, { "epoch": 99.58, "learning_rate": 2.323943661971831e-07, "loss": 1.164, "step": 7170 }, { "epoch": 99.72, "learning_rate": 1.619718309859155e-07, "loss": 1.1703, "step": 7180 }, { "epoch": 99.86, "learning_rate": 9.154929577464789e-08, "loss": 1.183, "step": 7190 }, { "epoch": 100.0, "learning_rate": 2.1126760563380285e-08, "loss": 1.1569, "step": 7200 }, { "epoch": 100.0, "eval_loss": 2.6330785751342773, "eval_runtime": 131.615, "eval_samples_per_second": 4.042, "eval_steps_per_second": 0.509, "eval_wer": 0.9906151571639776, "step": 7200 }, { "epoch": 100.0, "step": 7200, "total_flos": 2.7202925310621965e+20, "train_loss": 1.475777028269238, "train_runtime": 191216.7272, "train_samples_per_second": 2.415, "train_steps_per_second": 0.038 } ], "max_steps": 7200, "num_train_epochs": 100, "total_flos": 2.7202925310621965e+20, "trial_name": null, "trial_params": null }