{ "best_metric": 0.32980483770370483, "best_model_checkpoint": "../checkpoints/Wav2Vec-voxpopuli/one-speaker/Final-paper/GEN/RU/100-epoch/checkpoint-14448", "epoch": 57.99806576402321, "global_step": 17458, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 2.092050209205021e-08, "loss": 12.2973, "step": 1 }, { "epoch": 0.33, "learning_rate": 2.0502092050209206e-06, "loss": 16.675, "step": 100 }, { "epoch": 0.66, "learning_rate": 4.1422594142259415e-06, "loss": 14.7926, "step": 200 }, { "epoch": 0.99, "learning_rate": 6.213389121338913e-06, "loss": 10.0497, "step": 300 }, { "epoch": 1.0, "eval_loss": 7.385106086730957, "eval_runtime": 109.638, "eval_samples_per_second": 13.681, "eval_wer": 1.0, "step": 301 }, { "epoch": 1.33, "learning_rate": 8.305439330543932e-06, "loss": 7.5239, "step": 400 }, { "epoch": 1.66, "learning_rate": 1.0397489539748954e-05, "loss": 5.8939, "step": 500 }, { "epoch": 1.99, "learning_rate": 1.2489539748953975e-05, "loss": 4.7804, "step": 600 }, { "epoch": 2.0, "eval_loss": 3.9045944213867188, "eval_runtime": 109.7364, "eval_samples_per_second": 13.669, "eval_wer": 1.0, "step": 602 }, { "epoch": 2.32, "learning_rate": 1.4581589958158997e-05, "loss": 4.0957, "step": 700 }, { "epoch": 2.66, "learning_rate": 1.667364016736402e-05, "loss": 3.5995, "step": 800 }, { "epoch": 2.99, "learning_rate": 1.8765690376569037e-05, "loss": 3.3599, "step": 900 }, { "epoch": 3.0, "eval_loss": 3.2242395877838135, "eval_runtime": 109.2767, "eval_samples_per_second": 13.727, "eval_wer": 1.0, "step": 903 }, { "epoch": 3.32, "learning_rate": 2.085774058577406e-05, "loss": 3.2604, "step": 1000 }, { "epoch": 3.65, "learning_rate": 2.294979079497908e-05, "loss": 3.167, "step": 1100 }, { "epoch": 3.98, "learning_rate": 2.50418410041841e-05, "loss": 3.1242, "step": 1200 }, { "epoch": 4.0, "eval_loss": 3.069446563720703, "eval_runtime": 109.1339, "eval_samples_per_second": 13.745, "eval_wer": 1.0, "step": 1204 }, { "epoch": 4.32, "learning_rate": 2.713389121338912e-05, "loss": 3.0867, "step": 1300 }, { "epoch": 4.65, "learning_rate": 2.9225941422594142e-05, "loss": 2.9571, "step": 1400 }, { "epoch": 4.98, "learning_rate": 2.9934068234144983e-05, "loss": 2.7874, "step": 1500 }, { "epoch": 5.0, "eval_loss": 2.4769504070281982, "eval_runtime": 109.8357, "eval_samples_per_second": 13.657, "eval_wer": 0.9946720656401513, "step": 1505 }, { "epoch": 5.32, "learning_rate": 2.982941463754971e-05, "loss": 2.425, "step": 1600 }, { "epoch": 5.65, "learning_rate": 2.972476104095444e-05, "loss": 2.0164, "step": 1700 }, { "epoch": 5.98, "learning_rate": 2.9620107444359173e-05, "loss": 1.7913, "step": 1800 }, { "epoch": 6.0, "eval_loss": 1.4069615602493286, "eval_runtime": 109.5694, "eval_samples_per_second": 13.69, "eval_wer": 0.9387287548617401, "step": 1806 }, { "epoch": 6.31, "learning_rate": 2.95154538477639e-05, "loss": 1.5987, "step": 1900 }, { "epoch": 6.64, "learning_rate": 2.9410800251168633e-05, "loss": 1.4588, "step": 2000 }, { "epoch": 6.97, "learning_rate": 2.9306146654573363e-05, "loss": 1.3903, "step": 2100 }, { "epoch": 7.0, "eval_loss": 1.077704668045044, "eval_runtime": 109.7039, "eval_samples_per_second": 13.673, "eval_wer": 0.8479407533699185, "step": 2107 }, { "epoch": 7.31, "learning_rate": 2.9201493057978096e-05, "loss": 1.2888, "step": 2200 }, { "epoch": 7.64, "learning_rate": 2.9096839461382823e-05, "loss": 1.2117, "step": 2300 }, { "epoch": 7.97, "learning_rate": 2.8992185864787553e-05, "loss": 1.1329, "step": 2400 }, { "epoch": 8.0, "eval_loss": 0.8992915153503418, "eval_runtime": 109.3945, "eval_samples_per_second": 13.712, "eval_wer": 0.7582183387500666, "step": 2408 }, { "epoch": 8.31, "learning_rate": 2.8887532268192286e-05, "loss": 1.0772, "step": 2500 }, { "epoch": 8.64, "learning_rate": 2.8782878671597013e-05, "loss": 1.0268, "step": 2600 }, { "epoch": 8.97, "learning_rate": 2.8678225075001746e-05, "loss": 0.9772, "step": 2700 }, { "epoch": 9.0, "eval_loss": 0.7786251902580261, "eval_runtime": 110.3302, "eval_samples_per_second": 13.596, "eval_wer": 0.694123288401087, "step": 2709 }, { "epoch": 9.3, "learning_rate": 2.8573571478406476e-05, "loss": 0.9467, "step": 2800 }, { "epoch": 9.63, "learning_rate": 2.8468917881811206e-05, "loss": 0.9015, "step": 2900 }, { "epoch": 9.96, "learning_rate": 2.8364264285215936e-05, "loss": 0.865, "step": 3000 }, { "epoch": 10.0, "eval_loss": 0.6784546971321106, "eval_runtime": 108.8544, "eval_samples_per_second": 13.78, "eval_wer": 0.6233150407586978, "step": 3010 }, { "epoch": 10.3, "learning_rate": 2.8259610688620666e-05, "loss": 0.8455, "step": 3100 }, { "epoch": 10.63, "learning_rate": 2.8154957092025396e-05, "loss": 0.8152, "step": 3200 }, { "epoch": 10.96, "learning_rate": 2.8050303495430126e-05, "loss": 0.7937, "step": 3300 }, { "epoch": 11.0, "eval_loss": 0.6180887222290039, "eval_runtime": 108.7247, "eval_samples_per_second": 13.796, "eval_wer": 0.5741382066172944, "step": 3311 }, { "epoch": 11.3, "learning_rate": 2.794564989883486e-05, "loss": 0.772, "step": 3400 }, { "epoch": 11.63, "learning_rate": 2.7840996302239586e-05, "loss": 0.7565, "step": 3500 }, { "epoch": 11.96, "learning_rate": 2.7736342705644316e-05, "loss": 0.7299, "step": 3600 }, { "epoch": 12.0, "eval_loss": 0.5893837809562683, "eval_runtime": 108.6254, "eval_samples_per_second": 13.809, "eval_wer": 0.5368426660983536, "step": 3612 }, { "epoch": 12.29, "learning_rate": 2.763168910904905e-05, "loss": 0.7253, "step": 3700 }, { "epoch": 12.62, "learning_rate": 2.7527035512453776e-05, "loss": 0.7002, "step": 3800 }, { "epoch": 12.95, "learning_rate": 2.742238191585851e-05, "loss": 0.6854, "step": 3900 }, { "epoch": 13.0, "eval_loss": 0.5517454147338867, "eval_runtime": 108.415, "eval_samples_per_second": 13.836, "eval_wer": 0.5131866375406255, "step": 3913 }, { "epoch": 13.29, "learning_rate": 2.731772831926324e-05, "loss": 0.6758, "step": 4000 }, { "epoch": 13.62, "learning_rate": 2.7213074722667973e-05, "loss": 0.6529, "step": 4100 }, { "epoch": 13.95, "learning_rate": 2.71084211260727e-05, "loss": 0.6428, "step": 4200 }, { "epoch": 14.0, "eval_loss": 0.5316258668899536, "eval_runtime": 107.9497, "eval_samples_per_second": 13.895, "eval_wer": 0.4877723906441473, "step": 4214 }, { "epoch": 14.29, "learning_rate": 2.700376752947743e-05, "loss": 0.6402, "step": 4300 }, { "epoch": 14.62, "learning_rate": 2.6899113932882163e-05, "loss": 0.626, "step": 4400 }, { "epoch": 14.95, "learning_rate": 2.679446033628689e-05, "loss": 0.6054, "step": 4500 }, { "epoch": 15.0, "eval_loss": 0.5172051787376404, "eval_runtime": 110.1009, "eval_samples_per_second": 13.624, "eval_wer": 0.476690287175662, "step": 4515 }, { "epoch": 15.28, "learning_rate": 2.6689806739691623e-05, "loss": 0.6079, "step": 4600 }, { "epoch": 15.61, "learning_rate": 2.6585153143096353e-05, "loss": 0.5898, "step": 4700 }, { "epoch": 15.95, "learning_rate": 2.6480499546501082e-05, "loss": 0.5854, "step": 4800 }, { "epoch": 16.0, "eval_loss": 0.4909590780735016, "eval_runtime": 109.8916, "eval_samples_per_second": 13.65, "eval_wer": 0.4592679418189568, "step": 4816 }, { "epoch": 16.28, "learning_rate": 2.6375845949905812e-05, "loss": 0.5883, "step": 4900 }, { "epoch": 16.61, "learning_rate": 2.6271192353310542e-05, "loss": 0.5702, "step": 5000 }, { "epoch": 16.94, "learning_rate": 2.6166538756715272e-05, "loss": 0.5608, "step": 5100 }, { "epoch": 17.0, "eval_loss": 0.46681666374206543, "eval_runtime": 109.9917, "eval_samples_per_second": 13.637, "eval_wer": 0.4439767702061911, "step": 5117 }, { "epoch": 17.28, "learning_rate": 2.6061885160120002e-05, "loss": 0.5568, "step": 5200 }, { "epoch": 17.61, "learning_rate": 2.5957231563524736e-05, "loss": 0.5499, "step": 5300 }, { "epoch": 17.94, "learning_rate": 2.5852577966929462e-05, "loss": 0.5364, "step": 5400 }, { "epoch": 18.0, "eval_loss": 0.45651692152023315, "eval_runtime": 109.4038, "eval_samples_per_second": 13.711, "eval_wer": 0.41861580265331133, "step": 5418 }, { "epoch": 18.27, "learning_rate": 2.5747924370334196e-05, "loss": 0.5324, "step": 5500 }, { "epoch": 18.6, "learning_rate": 2.5643270773738926e-05, "loss": 0.5174, "step": 5600 }, { "epoch": 18.94, "learning_rate": 2.5538617177143652e-05, "loss": 0.5139, "step": 5700 }, { "epoch": 19.0, "eval_loss": 0.46214792132377625, "eval_runtime": 109.5407, "eval_samples_per_second": 13.694, "eval_wer": 0.41765677446853855, "step": 5719 }, { "epoch": 19.27, "learning_rate": 2.5433963580548386e-05, "loss": 0.5139, "step": 5800 }, { "epoch": 19.6, "learning_rate": 2.5329309983953116e-05, "loss": 0.507, "step": 5900 }, { "epoch": 19.93, "learning_rate": 2.522465638735785e-05, "loss": 0.497, "step": 6000 }, { "epoch": 20.0, "eval_loss": 0.43304443359375, "eval_runtime": 108.5948, "eval_samples_per_second": 13.813, "eval_wer": 0.4080132132772124, "step": 6020 }, { "epoch": 20.27, "learning_rate": 2.5120002790762576e-05, "loss": 0.4927, "step": 6100 }, { "epoch": 20.6, "learning_rate": 2.501534919416731e-05, "loss": 0.4899, "step": 6200 }, { "epoch": 20.93, "learning_rate": 2.491069559757204e-05, "loss": 0.4814, "step": 6300 }, { "epoch": 21.0, "eval_loss": 0.4360824525356293, "eval_runtime": 110.0234, "eval_samples_per_second": 13.633, "eval_wer": 0.39538600884437103, "step": 6321 }, { "epoch": 21.26, "learning_rate": 2.4806042000976765e-05, "loss": 0.485, "step": 6400 }, { "epoch": 21.59, "learning_rate": 2.47013884043815e-05, "loss": 0.4758, "step": 6500 }, { "epoch": 21.93, "learning_rate": 2.459673480778623e-05, "loss": 0.4701, "step": 6600 }, { "epoch": 22.0, "eval_loss": 0.4039258360862732, "eval_runtime": 109.5914, "eval_samples_per_second": 13.687, "eval_wer": 0.38233256966274176, "step": 6622 }, { "epoch": 22.26, "learning_rate": 2.449208121119096e-05, "loss": 0.4679, "step": 6700 }, { "epoch": 22.59, "learning_rate": 2.438742761459569e-05, "loss": 0.4601, "step": 6800 }, { "epoch": 22.92, "learning_rate": 2.428277401800042e-05, "loss": 0.4598, "step": 6900 }, { "epoch": 23.0, "eval_loss": 0.41757893562316895, "eval_runtime": 111.0731, "eval_samples_per_second": 13.505, "eval_wer": 0.3865949171506207, "step": 6923 }, { "epoch": 23.26, "learning_rate": 2.417812042140515e-05, "loss": 0.4511, "step": 7000 }, { "epoch": 23.59, "learning_rate": 2.407346682480988e-05, "loss": 0.4478, "step": 7100 }, { "epoch": 23.92, "learning_rate": 2.3968813228214612e-05, "loss": 0.4403, "step": 7200 }, { "epoch": 24.0, "eval_loss": 0.40201762318611145, "eval_runtime": 110.2327, "eval_samples_per_second": 13.608, "eval_wer": 0.37631200383611274, "step": 7224 }, { "epoch": 24.25, "learning_rate": 2.386415963161934e-05, "loss": 0.4447, "step": 7300 }, { "epoch": 24.58, "learning_rate": 2.3759506035024072e-05, "loss": 0.4318, "step": 7400 }, { "epoch": 24.92, "learning_rate": 2.3654852438428802e-05, "loss": 0.4335, "step": 7500 }, { "epoch": 25.0, "eval_loss": 0.4044724404811859, "eval_runtime": 109.3689, "eval_samples_per_second": 13.715, "eval_wer": 0.3676274708295594, "step": 7525 }, { "epoch": 25.25, "learning_rate": 2.355019884183353e-05, "loss": 0.4301, "step": 7600 }, { "epoch": 25.58, "learning_rate": 2.3445545245238262e-05, "loss": 0.4259, "step": 7700 }, { "epoch": 25.91, "learning_rate": 2.3340891648642992e-05, "loss": 0.4167, "step": 7800 }, { "epoch": 26.0, "eval_loss": 0.3963695466518402, "eval_runtime": 109.9175, "eval_samples_per_second": 13.647, "eval_wer": 0.35324204805796794, "step": 7826 }, { "epoch": 26.25, "learning_rate": 2.3236238052047725e-05, "loss": 0.4211, "step": 7900 }, { "epoch": 26.58, "learning_rate": 2.3131584455452452e-05, "loss": 0.4162, "step": 8000 }, { "epoch": 26.91, "learning_rate": 2.3026930858857185e-05, "loss": 0.4073, "step": 8100 }, { "epoch": 27.0, "eval_loss": 0.3953684866428375, "eval_runtime": 109.8131, "eval_samples_per_second": 13.66, "eval_wer": 0.37252917044062017, "step": 8127 }, { "epoch": 27.24, "learning_rate": 2.2922277262261915e-05, "loss": 0.4095, "step": 8200 }, { "epoch": 27.57, "learning_rate": 2.281762366566664e-05, "loss": 0.3996, "step": 8300 }, { "epoch": 27.91, "learning_rate": 2.2712970069071375e-05, "loss": 0.4001, "step": 8400 }, { "epoch": 28.0, "eval_loss": 0.3944612145423889, "eval_runtime": 111.2731, "eval_samples_per_second": 13.48, "eval_wer": 0.35809046832543023, "step": 8428 }, { "epoch": 28.24, "learning_rate": 2.2608316472476105e-05, "loss": 0.4028, "step": 8500 }, { "epoch": 28.57, "learning_rate": 2.2503662875880835e-05, "loss": 0.3949, "step": 8600 }, { "epoch": 28.9, "learning_rate": 2.2399009279285565e-05, "loss": 0.3891, "step": 8700 }, { "epoch": 29.0, "eval_loss": 0.36043721437454224, "eval_runtime": 110.8305, "eval_samples_per_second": 13.534, "eval_wer": 0.3408279609995205, "step": 8729 }, { "epoch": 29.24, "learning_rate": 2.2294355682690298e-05, "loss": 0.3911, "step": 8800 }, { "epoch": 29.57, "learning_rate": 2.2189702086095025e-05, "loss": 0.3849, "step": 8900 }, { "epoch": 29.9, "learning_rate": 2.2085048489499755e-05, "loss": 0.3794, "step": 9000 }, { "epoch": 30.0, "eval_loss": 0.3697544038295746, "eval_runtime": 110.2616, "eval_samples_per_second": 13.604, "eval_wer": 0.3352869092652779, "step": 9030 }, { "epoch": 30.23, "learning_rate": 2.1980394892904488e-05, "loss": 0.3793, "step": 9100 }, { "epoch": 30.56, "learning_rate": 2.1875741296309215e-05, "loss": 0.379, "step": 9200 }, { "epoch": 30.9, "learning_rate": 2.1771087699713948e-05, "loss": 0.3768, "step": 9300 }, { "epoch": 31.0, "eval_loss": 0.3718980848789215, "eval_runtime": 110.5675, "eval_samples_per_second": 13.566, "eval_wer": 0.33129095849539136, "step": 9331 }, { "epoch": 31.23, "learning_rate": 2.1666434103118678e-05, "loss": 0.3755, "step": 9400 }, { "epoch": 31.56, "learning_rate": 2.1561780506523408e-05, "loss": 0.3668, "step": 9500 }, { "epoch": 31.89, "learning_rate": 2.1457126909928138e-05, "loss": 0.3701, "step": 9600 }, { "epoch": 32.0, "eval_loss": 0.37526383996009827, "eval_runtime": 109.4741, "eval_samples_per_second": 13.702, "eval_wer": 0.32884010868986097, "step": 9632 }, { "epoch": 32.23, "learning_rate": 2.1352473313332868e-05, "loss": 0.3678, "step": 9700 }, { "epoch": 32.56, "learning_rate": 2.12478197167376e-05, "loss": 0.3649, "step": 9800 }, { "epoch": 32.89, "learning_rate": 2.1143166120142328e-05, "loss": 0.3677, "step": 9900 }, { "epoch": 33.0, "eval_loss": 0.3619440495967865, "eval_runtime": 110.6886, "eval_samples_per_second": 13.552, "eval_wer": 0.3304384889978155, "step": 9933 }, { "epoch": 33.22, "learning_rate": 2.103851252354706e-05, "loss": 0.3575, "step": 10000 }, { "epoch": 33.55, "learning_rate": 2.093385892695179e-05, "loss": 0.3593, "step": 10100 }, { "epoch": 33.89, "learning_rate": 2.083025186632247e-05, "loss": 0.3536, "step": 10200 }, { "epoch": 34.0, "eval_loss": 0.36355456709861755, "eval_runtime": 110.1201, "eval_samples_per_second": 13.621, "eval_wer": 0.322499866801641, "step": 10234 }, { "epoch": 34.22, "learning_rate": 2.0725598269727205e-05, "loss": 0.3493, "step": 10300 }, { "epoch": 34.55, "learning_rate": 2.0621991209097888e-05, "loss": 0.358, "step": 10400 }, { "epoch": 34.88, "learning_rate": 2.0517337612502618e-05, "loss": 0.3425, "step": 10500 }, { "epoch": 35.0, "eval_loss": 0.3589760661125183, "eval_runtime": 109.5451, "eval_samples_per_second": 13.693, "eval_wer": 0.3215408386168682, "step": 10535 }, { "epoch": 35.22, "learning_rate": 2.0412684015907345e-05, "loss": 0.3439, "step": 10600 }, { "epoch": 35.55, "learning_rate": 2.0308030419312078e-05, "loss": 0.3396, "step": 10700 }, { "epoch": 35.88, "learning_rate": 2.0203376822716808e-05, "loss": 0.3434, "step": 10800 }, { "epoch": 36.0, "eval_loss": 0.3650296926498413, "eval_runtime": 110.2908, "eval_samples_per_second": 13.6, "eval_wer": 0.3190899888113378, "step": 10836 }, { "epoch": 36.21, "learning_rate": 2.0098723226121538e-05, "loss": 0.339, "step": 10900 }, { "epoch": 36.54, "learning_rate": 1.9994069629526268e-05, "loss": 0.3369, "step": 11000 }, { "epoch": 36.88, "learning_rate": 1.9889416032931e-05, "loss": 0.3381, "step": 11100 }, { "epoch": 37.0, "eval_loss": 0.36705273389816284, "eval_runtime": 109.552, "eval_samples_per_second": 13.692, "eval_wer": 0.31930310618573177, "step": 11137 }, { "epoch": 37.21, "learning_rate": 1.9784762436335728e-05, "loss": 0.3315, "step": 11200 }, { "epoch": 37.54, "learning_rate": 1.9680108839740458e-05, "loss": 0.333, "step": 11300 }, { "epoch": 37.87, "learning_rate": 1.957545524314519e-05, "loss": 0.3269, "step": 11400 }, { "epoch": 38.0, "eval_loss": 0.34720638394355774, "eval_runtime": 109.9976, "eval_samples_per_second": 13.637, "eval_wer": 0.3030529063881933, "step": 11438 }, { "epoch": 38.21, "learning_rate": 1.947080164654992e-05, "loss": 0.3335, "step": 11500 }, { "epoch": 38.54, "learning_rate": 1.936614804995465e-05, "loss": 0.3293, "step": 11600 }, { "epoch": 38.87, "learning_rate": 1.926149445335938e-05, "loss": 0.3241, "step": 11700 }, { "epoch": 39.0, "eval_loss": 0.360032320022583, "eval_runtime": 110.7657, "eval_samples_per_second": 13.542, "eval_wer": 0.3122702328307315, "step": 11739 }, { "epoch": 39.2, "learning_rate": 1.9156840856764114e-05, "loss": 0.328, "step": 11800 }, { "epoch": 39.53, "learning_rate": 1.905218726016884e-05, "loss": 0.3253, "step": 11900 }, { "epoch": 39.87, "learning_rate": 1.894753366357357e-05, "loss": 0.3249, "step": 12000 }, { "epoch": 40.0, "eval_loss": 0.37267357110977173, "eval_runtime": 110.521, "eval_samples_per_second": 13.572, "eval_wer": 0.3121636741435346, "step": 12040 }, { "epoch": 40.2, "learning_rate": 1.8842880066978304e-05, "loss": 0.3181, "step": 12100 }, { "epoch": 40.53, "learning_rate": 1.873822647038303e-05, "loss": 0.313, "step": 12200 }, { "epoch": 40.86, "learning_rate": 1.8633572873787764e-05, "loss": 0.3161, "step": 12300 }, { "epoch": 41.0, "eval_loss": 0.35508450865745544, "eval_runtime": 110.5241, "eval_samples_per_second": 13.572, "eval_wer": 0.31093824924076935, "step": 12341 }, { "epoch": 41.2, "learning_rate": 1.8528919277192494e-05, "loss": 0.3106, "step": 12400 }, { "epoch": 41.53, "learning_rate": 1.842426568059722e-05, "loss": 0.3111, "step": 12500 }, { "epoch": 41.86, "learning_rate": 1.8319612084001954e-05, "loss": 0.3084, "step": 12600 }, { "epoch": 42.0, "eval_loss": 0.3433784246444702, "eval_runtime": 110.4783, "eval_samples_per_second": 13.577, "eval_wer": 0.29388885928925357, "step": 12642 }, { "epoch": 42.19, "learning_rate": 1.8214958487406684e-05, "loss": 0.3099, "step": 12700 }, { "epoch": 42.52, "learning_rate": 1.8110304890811414e-05, "loss": 0.3091, "step": 12800 }, { "epoch": 42.86, "learning_rate": 1.8005651294216144e-05, "loss": 0.3073, "step": 12900 }, { "epoch": 43.0, "eval_loss": 0.35515299439430237, "eval_runtime": 108.9447, "eval_samples_per_second": 13.768, "eval_wer": 0.29681922318717036, "step": 12943 }, { "epoch": 43.19, "learning_rate": 1.7900997697620877e-05, "loss": 0.3048, "step": 13000 }, { "epoch": 43.52, "learning_rate": 1.7796344101025604e-05, "loss": 0.3043, "step": 13100 }, { "epoch": 43.85, "learning_rate": 1.7691690504430334e-05, "loss": 0.2989, "step": 13200 }, { "epoch": 44.0, "eval_loss": 0.3512587547302246, "eval_runtime": 108.2231, "eval_samples_per_second": 13.86, "eval_wer": 0.2980446480899355, "step": 13244 }, { "epoch": 44.19, "learning_rate": 1.7587036907835067e-05, "loss": 0.3008, "step": 13300 }, { "epoch": 44.52, "learning_rate": 1.7482383311239797e-05, "loss": 0.2991, "step": 13400 }, { "epoch": 44.85, "learning_rate": 1.7377729714644527e-05, "loss": 0.3037, "step": 13500 }, { "epoch": 45.0, "eval_loss": 0.34435179829597473, "eval_runtime": 108.9568, "eval_samples_per_second": 13.767, "eval_wer": 0.29511428419201874, "step": 13545 }, { "epoch": 45.18, "learning_rate": 1.7273076118049257e-05, "loss": 0.3016, "step": 13600 }, { "epoch": 45.51, "learning_rate": 1.716842252145399e-05, "loss": 0.2948, "step": 13700 }, { "epoch": 45.85, "learning_rate": 1.7063768924858717e-05, "loss": 0.2927, "step": 13800 }, { "epoch": 46.0, "eval_loss": 0.33969631791114807, "eval_runtime": 107.6041, "eval_samples_per_second": 13.94, "eval_wer": 0.2929298311044808, "step": 13846 }, { "epoch": 46.18, "learning_rate": 1.6959115328263447e-05, "loss": 0.2942, "step": 13900 }, { "epoch": 46.51, "learning_rate": 1.685446173166818e-05, "loss": 0.2932, "step": 14000 }, { "epoch": 46.84, "learning_rate": 1.6749808135072907e-05, "loss": 0.2856, "step": 14100 }, { "epoch": 47.0, "eval_loss": 0.34951111674308777, "eval_runtime": 109.88, "eval_samples_per_second": 13.651, "eval_wer": 0.2958069156587991, "step": 14147 }, { "epoch": 47.18, "learning_rate": 1.664515453847764e-05, "loss": 0.2923, "step": 14200 }, { "epoch": 47.51, "learning_rate": 1.654050094188237e-05, "loss": 0.2902, "step": 14300 }, { "epoch": 47.84, "learning_rate": 1.64358473452871e-05, "loss": 0.298, "step": 14400 }, { "epoch": 48.0, "eval_loss": 0.32980483770370483, "eval_runtime": 110.351, "eval_samples_per_second": 13.593, "eval_wer": 0.28685598593425327, "step": 14448 }, { "epoch": 48.17, "learning_rate": 1.633119374869183e-05, "loss": 0.2849, "step": 14500 }, { "epoch": 48.5, "learning_rate": 1.622654015209656e-05, "loss": 0.2858, "step": 14600 }, { "epoch": 48.84, "learning_rate": 1.612188655550129e-05, "loss": 0.2808, "step": 14700 }, { "epoch": 49.0, "eval_loss": 0.33403417468070984, "eval_runtime": 109.6552, "eval_samples_per_second": 13.679, "eval_wer": 0.2835526666311471, "step": 14749 }, { "epoch": 49.17, "learning_rate": 1.601723295890602e-05, "loss": 0.285, "step": 14800 }, { "epoch": 49.5, "learning_rate": 1.5912579362310754e-05, "loss": 0.2846, "step": 14900 }, { "epoch": 49.83, "learning_rate": 1.580792576571548e-05, "loss": 0.28, "step": 15000 }, { "epoch": 50.0, "eval_loss": 0.3472961485385895, "eval_runtime": 109.7218, "eval_samples_per_second": 13.671, "eval_wer": 0.2827534764771698, "step": 15050 }, { "epoch": 50.17, "learning_rate": 1.5703272169120214e-05, "loss": 0.2812, "step": 15100 }, { "epoch": 50.5, "learning_rate": 1.5598618572524944e-05, "loss": 0.2797, "step": 15200 }, { "epoch": 50.83, "learning_rate": 1.5493964975929674e-05, "loss": 0.2749, "step": 15300 }, { "epoch": 51.0, "eval_loss": 0.3344120681285858, "eval_runtime": 110.2377, "eval_samples_per_second": 13.607, "eval_wer": 0.281794448292397, "step": 15351 }, { "epoch": 51.16, "learning_rate": 1.5389311379334404e-05, "loss": 0.2803, "step": 15400 }, { "epoch": 51.49, "learning_rate": 1.5284657782739134e-05, "loss": 0.2737, "step": 15500 }, { "epoch": 51.83, "learning_rate": 1.5180004186143865e-05, "loss": 0.2771, "step": 15600 }, { "epoch": 52.0, "eval_loss": 0.33861950039863586, "eval_runtime": 109.5924, "eval_samples_per_second": 13.687, "eval_wer": 0.28243380041557886, "step": 15652 }, { "epoch": 52.16, "learning_rate": 1.5075350589548594e-05, "loss": 0.2714, "step": 15700 }, { "epoch": 52.49, "learning_rate": 1.4970696992953325e-05, "loss": 0.2715, "step": 15800 }, { "epoch": 52.82, "learning_rate": 1.4866043396358055e-05, "loss": 0.2712, "step": 15900 }, { "epoch": 53.0, "eval_loss": 0.35900208353996277, "eval_runtime": 109.166, "eval_samples_per_second": 13.741, "eval_wer": 0.2847780915339123, "step": 15953 }, { "epoch": 53.16, "learning_rate": 1.4761389799762787e-05, "loss": 0.2695, "step": 16000 }, { "epoch": 53.49, "learning_rate": 1.4656736203167517e-05, "loss": 0.2725, "step": 16100 }, { "epoch": 53.82, "learning_rate": 1.4552082606572245e-05, "loss": 0.2691, "step": 16200 }, { "epoch": 54.0, "eval_loss": 0.34280407428741455, "eval_runtime": 110.4941, "eval_samples_per_second": 13.575, "eval_wer": 0.2774788214609196, "step": 16254 }, { "epoch": 54.15, "learning_rate": 1.4447429009976977e-05, "loss": 0.2675, "step": 16300 }, { "epoch": 54.48, "learning_rate": 1.4342775413381707e-05, "loss": 0.2703, "step": 16400 }, { "epoch": 54.82, "learning_rate": 1.4238121816786437e-05, "loss": 0.2639, "step": 16500 }, { "epoch": 55.0, "eval_loss": 0.34979143738746643, "eval_runtime": 110.0168, "eval_samples_per_second": 13.634, "eval_wer": 0.2896265118013746, "step": 16555 }, { "epoch": 55.15, "learning_rate": 1.4133468220191168e-05, "loss": 0.2698, "step": 16600 }, { "epoch": 55.48, "learning_rate": 1.4029861159561852e-05, "loss": 0.262, "step": 16700 }, { "epoch": 55.81, "learning_rate": 1.3925207562966582e-05, "loss": 0.2626, "step": 16800 }, { "epoch": 56.0, "eval_loss": 0.3468811810016632, "eval_runtime": 110.3507, "eval_samples_per_second": 13.593, "eval_wer": 0.27572060312216956, "step": 16856 }, { "epoch": 56.15, "learning_rate": 1.3820553966371312e-05, "loss": 0.2641, "step": 16900 }, { "epoch": 56.48, "learning_rate": 1.3715900369776042e-05, "loss": 0.2608, "step": 17000 }, { "epoch": 56.81, "learning_rate": 1.3611246773180772e-05, "loss": 0.2656, "step": 17100 }, { "epoch": 57.0, "eval_loss": 0.33657267689704895, "eval_runtime": 110.9329, "eval_samples_per_second": 13.522, "eval_wer": 0.2681549363311844, "step": 17157 }, { "epoch": 57.14, "learning_rate": 1.3506593176585502e-05, "loss": 0.262, "step": 17200 }, { "epoch": 57.47, "learning_rate": 1.3401939579990233e-05, "loss": 0.2596, "step": 17300 }, { "epoch": 57.81, "learning_rate": 1.3297285983394963e-05, "loss": 0.2557, "step": 17400 }, { "epoch": 58.0, "eval_loss": 0.3309778571128845, "eval_runtime": 108.9984, "eval_samples_per_second": 13.762, "eval_wer": 0.27758538014811657, "step": 17458 }, { "epoch": 58.0, "step": 17458, "total_flos": 0, "train_runtime": 265934.449, "train_samples_per_second": 0.113 } ], "max_steps": 30100, "num_train_epochs": 100, "total_flos": 0, "trial_name": null, "trial_params": null }