| { | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 49.93538067818298, | |
| "global_step": 39000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 2e-05, | |
| "loss": 16.6458, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4e-05, | |
| "loss": 4.0476, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "eval_loss": 3.31887149810791, | |
| "eval_runtime": 123.9389, | |
| "eval_samples_per_second": 12.28, | |
| "eval_wer": 1.0, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 6e-05, | |
| "loss": 3.2819, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 8e-05, | |
| "loss": 3.2548, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "eval_loss": 3.226016044616699, | |
| "eval_runtime": 123.3474, | |
| "eval_samples_per_second": 12.339, | |
| "eval_wer": 1.0, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 0.0001, | |
| "loss": 3.1788, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 9.947437582128778e-05, | |
| "loss": 2.064, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "eval_loss": 0.9218049049377441, | |
| "eval_runtime": 123.4543, | |
| "eval_samples_per_second": 12.328, | |
| "eval_wer": 0.8255778742303422, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 9.894875164257556e-05, | |
| "loss": 0.9611, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 9.842312746386335e-05, | |
| "loss": 0.741, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "eval_loss": 0.5120046138763428, | |
| "eval_runtime": 124.3691, | |
| "eval_samples_per_second": 12.238, | |
| "eval_wer": 0.6447966084586656, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 9.789750328515113e-05, | |
| "loss": 0.6514, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 9.73718791064389e-05, | |
| "loss": 0.5501, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "eval_loss": 0.4019804298877716, | |
| "eval_runtime": 124.8901, | |
| "eval_samples_per_second": 12.187, | |
| "eval_wer": 0.5592005652568891, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 9.684625492772667e-05, | |
| "loss": 0.5241, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 9.632063074901446e-05, | |
| "loss": 0.4649, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "eval_loss": 0.3544917106628418, | |
| "eval_runtime": 124.4823, | |
| "eval_samples_per_second": 12.227, | |
| "eval_wer": 0.49167255475926114, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 9.579500657030223e-05, | |
| "loss": 0.409, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 9.526938239159002e-05, | |
| "loss": 0.4302, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "eval_loss": 0.3078452944755554, | |
| "eval_runtime": 116.543, | |
| "eval_samples_per_second": 13.06, | |
| "eval_wer": 0.46431815887756134, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 9.47437582128778e-05, | |
| "loss": 0.3978, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "learning_rate": 9.421813403416557e-05, | |
| "loss": 0.3713, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 4.1, | |
| "eval_loss": 0.29381415247917175, | |
| "eval_runtime": 125.5692, | |
| "eval_samples_per_second": 12.121, | |
| "eval_wer": 0.44190976077520944, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 9.369250985545336e-05, | |
| "loss": 0.326, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 9.316688567674113e-05, | |
| "loss": 0.3284, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "eval_loss": 0.27045169472694397, | |
| "eval_runtime": 117.0161, | |
| "eval_samples_per_second": 13.007, | |
| "eval_wer": 0.4268698899767841, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 9.26412614980289e-05, | |
| "loss": 0.3261, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "learning_rate": 9.21156373193167e-05, | |
| "loss": 0.3229, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 5.12, | |
| "eval_loss": 0.2579388916492462, | |
| "eval_runtime": 117.216, | |
| "eval_samples_per_second": 12.985, | |
| "eval_wer": 0.40022206520641973, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 5.38, | |
| "learning_rate": 9.159001314060447e-05, | |
| "loss": 0.2779, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 9.106438896189226e-05, | |
| "loss": 0.2622, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "eval_loss": 0.24829687178134918, | |
| "eval_runtime": 125.5848, | |
| "eval_samples_per_second": 12.119, | |
| "eval_wer": 0.3847784394872312, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 5.89, | |
| "learning_rate": 9.053876478318003e-05, | |
| "loss": 0.2819, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 9.00131406044678e-05, | |
| "loss": 0.2831, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "eval_loss": 0.22981220483779907, | |
| "eval_runtime": 120.9279, | |
| "eval_samples_per_second": 12.586, | |
| "eval_wer": 0.37579489250025233, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 6.4, | |
| "learning_rate": 8.948751642575559e-05, | |
| "loss": 0.2358, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 8.896189224704337e-05, | |
| "loss": 0.2505, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "eval_loss": 0.2343754768371582, | |
| "eval_runtime": 125.1098, | |
| "eval_samples_per_second": 12.165, | |
| "eval_wer": 0.36943575249823357, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 8.843626806833116e-05, | |
| "loss": 0.2277, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 8.791064388961893e-05, | |
| "loss": 0.2436, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "eval_loss": 0.22785206139087677, | |
| "eval_runtime": 118.7977, | |
| "eval_samples_per_second": 12.812, | |
| "eval_wer": 0.370142323609569, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 7.43, | |
| "learning_rate": 8.73850197109067e-05, | |
| "loss": 0.2253, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "learning_rate": 8.685939553219448e-05, | |
| "loss": 0.2139, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "eval_loss": 0.23501864075660706, | |
| "eval_runtime": 125.2542, | |
| "eval_samples_per_second": 12.151, | |
| "eval_wer": 0.35853436963762997, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 7.94, | |
| "learning_rate": 8.633377135348227e-05, | |
| "loss": 0.2083, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 8.580814717477005e-05, | |
| "loss": 0.2075, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "eval_loss": 0.21803195774555206, | |
| "eval_runtime": 117.7604, | |
| "eval_samples_per_second": 12.925, | |
| "eval_wer": 0.3443020086807308, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 8.45, | |
| "learning_rate": 8.528252299605783e-05, | |
| "loss": 0.1983, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 8.71, | |
| "learning_rate": 8.47568988173456e-05, | |
| "loss": 0.2165, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 8.71, | |
| "eval_loss": 0.19772419333457947, | |
| "eval_runtime": 117.7225, | |
| "eval_samples_per_second": 12.929, | |
| "eval_wer": 0.34490764106187544, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "learning_rate": 8.423127463863338e-05, | |
| "loss": 0.1871, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "learning_rate": 8.370565045992115e-05, | |
| "loss": 0.1695, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 9.22, | |
| "eval_loss": 0.2186300903558731, | |
| "eval_runtime": 116.8691, | |
| "eval_samples_per_second": 13.023, | |
| "eval_wer": 0.3477339255072171, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 9.47, | |
| "learning_rate": 8.318002628120894e-05, | |
| "loss": 0.181, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "learning_rate": 8.265440210249672e-05, | |
| "loss": 0.1998, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 9.73, | |
| "eval_loss": 0.20928959548473358, | |
| "eval_runtime": 125.7928, | |
| "eval_samples_per_second": 12.099, | |
| "eval_wer": 0.33057434137478553, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 9.99, | |
| "learning_rate": 8.21287779237845e-05, | |
| "loss": 0.1776, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "learning_rate": 8.160315374507228e-05, | |
| "loss": 0.1778, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 10.24, | |
| "eval_loss": 0.2176637053489685, | |
| "eval_runtime": 118.7135, | |
| "eval_samples_per_second": 12.821, | |
| "eval_wer": 0.32734430200868075, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 10.5, | |
| "learning_rate": 8.107752956636005e-05, | |
| "loss": 0.1779, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 10.75, | |
| "learning_rate": 8.055190538764782e-05, | |
| "loss": 0.1748, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 10.75, | |
| "eval_loss": 0.21325238049030304, | |
| "eval_runtime": 126.2474, | |
| "eval_samples_per_second": 12.056, | |
| "eval_wer": 0.3220954880387605, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 11.01, | |
| "learning_rate": 8.002628120893562e-05, | |
| "loss": 0.1676, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "learning_rate": 7.95006570302234e-05, | |
| "loss": 0.1591, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 11.27, | |
| "eval_loss": 0.21119922399520874, | |
| "eval_runtime": 116.6989, | |
| "eval_samples_per_second": 13.042, | |
| "eval_wer": 0.32340769153124055, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 11.52, | |
| "learning_rate": 7.897503285151118e-05, | |
| "loss": 0.1613, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "learning_rate": 7.844940867279895e-05, | |
| "loss": 0.1697, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 11.78, | |
| "eval_loss": 0.19785504043102264, | |
| "eval_runtime": 117.4774, | |
| "eval_samples_per_second": 12.956, | |
| "eval_wer": 0.319168264863228, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 12.04, | |
| "learning_rate": 7.792378449408672e-05, | |
| "loss": 0.1434, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 12.29, | |
| "learning_rate": 7.739816031537451e-05, | |
| "loss": 0.1429, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 12.29, | |
| "eval_loss": 0.19984780251979828, | |
| "eval_runtime": 116.8648, | |
| "eval_samples_per_second": 13.024, | |
| "eval_wer": 0.3129100635914, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 12.55, | |
| "learning_rate": 7.687253613666229e-05, | |
| "loss": 0.1492, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 12.8, | |
| "learning_rate": 7.634691195795008e-05, | |
| "loss": 0.158, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 12.8, | |
| "eval_loss": 0.1837874799966812, | |
| "eval_runtime": 117.4413, | |
| "eval_samples_per_second": 12.96, | |
| "eval_wer": 0.3110931664479661, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 13.06, | |
| "learning_rate": 7.582128777923785e-05, | |
| "loss": 0.1671, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 13.32, | |
| "learning_rate": 7.529566360052562e-05, | |
| "loss": 0.1486, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 13.32, | |
| "eval_loss": 0.1937190741300583, | |
| "eval_runtime": 117.8624, | |
| "eval_samples_per_second": 12.913, | |
| "eval_wer": 0.30897345311395985, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 13.57, | |
| "learning_rate": 7.47700394218134e-05, | |
| "loss": 0.1446, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 13.83, | |
| "learning_rate": 7.424441524310118e-05, | |
| "loss": 0.1486, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 13.83, | |
| "eval_loss": 0.21288040280342102, | |
| "eval_runtime": 118.4975, | |
| "eval_samples_per_second": 12.844, | |
| "eval_wer": 0.30806500454224284, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 14.08, | |
| "learning_rate": 7.371879106438898e-05, | |
| "loss": 0.1455, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 14.34, | |
| "learning_rate": 7.319316688567675e-05, | |
| "loss": 0.1407, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 14.34, | |
| "eval_loss": 0.1925038844347, | |
| "eval_runtime": 125.2228, | |
| "eval_samples_per_second": 12.154, | |
| "eval_wer": 0.30493590390632885, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 14.6, | |
| "learning_rate": 7.266754270696452e-05, | |
| "loss": 0.1342, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 14.85, | |
| "learning_rate": 7.21419185282523e-05, | |
| "loss": 0.148, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 14.85, | |
| "eval_loss": 0.19629527628421783, | |
| "eval_runtime": 117.7213, | |
| "eval_samples_per_second": 12.929, | |
| "eval_wer": 0.3043302715251842, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 15.11, | |
| "learning_rate": 7.161629434954008e-05, | |
| "loss": 0.1295, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 15.36, | |
| "learning_rate": 7.109067017082786e-05, | |
| "loss": 0.1307, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 15.36, | |
| "eval_loss": 0.19587725400924683, | |
| "eval_runtime": 116.5086, | |
| "eval_samples_per_second": 13.063, | |
| "eval_wer": 0.30301806803270415, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 15.62, | |
| "learning_rate": 7.056504599211565e-05, | |
| "loss": 0.1371, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 15.88, | |
| "learning_rate": 7.003942181340342e-05, | |
| "loss": 0.1356, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 15.88, | |
| "eval_loss": 0.2000432014465332, | |
| "eval_runtime": 117.211, | |
| "eval_samples_per_second": 12.985, | |
| "eval_wer": 0.2992833350156455, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 16.13, | |
| "learning_rate": 6.95137976346912e-05, | |
| "loss": 0.1351, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 16.39, | |
| "learning_rate": 6.898817345597897e-05, | |
| "loss": 0.1213, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 16.39, | |
| "eval_loss": 0.19138583540916443, | |
| "eval_runtime": 117.6478, | |
| "eval_samples_per_second": 12.937, | |
| "eval_wer": 0.2961542343797315, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 16.64, | |
| "learning_rate": 6.846254927726675e-05, | |
| "loss": 0.122, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "learning_rate": 6.793692509855453e-05, | |
| "loss": 0.1266, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 16.9, | |
| "eval_loss": 0.1783333718776703, | |
| "eval_runtime": 117.3319, | |
| "eval_samples_per_second": 12.972, | |
| "eval_wer": 0.2945392146966791, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 17.16, | |
| "learning_rate": 6.741130091984232e-05, | |
| "loss": 0.1292, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 17.41, | |
| "learning_rate": 6.68856767411301e-05, | |
| "loss": 0.1128, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 17.41, | |
| "eval_loss": 0.1909104287624359, | |
| "eval_runtime": 117.9127, | |
| "eval_samples_per_second": 12.908, | |
| "eval_wer": 0.29575047945896843, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 17.67, | |
| "learning_rate": 6.636005256241787e-05, | |
| "loss": 0.1293, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 17.93, | |
| "learning_rate": 6.583442838370564e-05, | |
| "loss": 0.1236, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 17.93, | |
| "eval_loss": 0.19043225049972534, | |
| "eval_runtime": 116.9176, | |
| "eval_samples_per_second": 13.018, | |
| "eval_wer": 0.2986777026345009, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 18.18, | |
| "learning_rate": 6.530880420499343e-05, | |
| "loss": 0.1228, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 18.44, | |
| "learning_rate": 6.478318002628122e-05, | |
| "loss": 0.1183, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 18.44, | |
| "eval_loss": 0.19979140162467957, | |
| "eval_runtime": 118.1055, | |
| "eval_samples_per_second": 12.887, | |
| "eval_wer": 0.29231856263248207, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 18.69, | |
| "learning_rate": 6.4257555847569e-05, | |
| "loss": 0.1195, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 18.95, | |
| "learning_rate": 6.373193166885677e-05, | |
| "loss": 0.1238, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 18.95, | |
| "eval_loss": 0.18403638899326324, | |
| "eval_runtime": 121.6258, | |
| "eval_samples_per_second": 12.514, | |
| "eval_wer": 0.287877258504088, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 19.21, | |
| "learning_rate": 6.320630749014454e-05, | |
| "loss": 0.1044, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 19.46, | |
| "learning_rate": 6.268068331143233e-05, | |
| "loss": 0.1266, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 19.46, | |
| "eval_loss": 0.193573996424675, | |
| "eval_runtime": 121.7733, | |
| "eval_samples_per_second": 12.499, | |
| "eval_wer": 0.2893913394569496, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 19.72, | |
| "learning_rate": 6.21550591327201e-05, | |
| "loss": 0.1104, | |
| "step": 15400 | |
| }, | |
| { | |
| "epoch": 19.97, | |
| "learning_rate": 6.162943495400789e-05, | |
| "loss": 0.1232, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 19.97, | |
| "eval_loss": 0.18593670427799225, | |
| "eval_runtime": 125.602, | |
| "eval_samples_per_second": 12.118, | |
| "eval_wer": 0.28474815786817403, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 20.23, | |
| "learning_rate": 6.110381077529567e-05, | |
| "loss": 0.1072, | |
| "step": 15800 | |
| }, | |
| { | |
| "epoch": 20.49, | |
| "learning_rate": 6.057818659658344e-05, | |
| "loss": 0.1093, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 20.49, | |
| "eval_loss": 0.1964750736951828, | |
| "eval_runtime": 120.8874, | |
| "eval_samples_per_second": 12.59, | |
| "eval_wer": 0.28484909659836477, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 20.74, | |
| "learning_rate": 6.005256241787123e-05, | |
| "loss": 0.1223, | |
| "step": 16200 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "learning_rate": 5.9526938239159005e-05, | |
| "loss": 0.1037, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 21.0, | |
| "eval_loss": 0.20040956139564514, | |
| "eval_runtime": 122.3183, | |
| "eval_samples_per_second": 12.443, | |
| "eval_wer": 0.28505097405874635, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 21.25, | |
| "learning_rate": 5.900131406044679e-05, | |
| "loss": 0.1114, | |
| "step": 16600 | |
| }, | |
| { | |
| "epoch": 21.51, | |
| "learning_rate": 5.847568988173456e-05, | |
| "loss": 0.1018, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 21.51, | |
| "eval_loss": 0.1897500604391098, | |
| "eval_runtime": 123.2693, | |
| "eval_samples_per_second": 12.347, | |
| "eval_wer": 0.288785707075805, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 21.77, | |
| "learning_rate": 5.795006570302234e-05, | |
| "loss": 0.1116, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 22.02, | |
| "learning_rate": 5.7424441524310126e-05, | |
| "loss": 0.1018, | |
| "step": 17200 | |
| }, | |
| { | |
| "epoch": 22.02, | |
| "eval_loss": 0.17437991499900818, | |
| "eval_runtime": 118.5065, | |
| "eval_samples_per_second": 12.843, | |
| "eval_wer": 0.28616130009084484, | |
| "step": 17200 | |
| }, | |
| { | |
| "epoch": 22.28, | |
| "learning_rate": 5.68988173455979e-05, | |
| "loss": 0.1042, | |
| "step": 17400 | |
| }, | |
| { | |
| "epoch": 22.53, | |
| "learning_rate": 5.637319316688568e-05, | |
| "loss": 0.0895, | |
| "step": 17600 | |
| }, | |
| { | |
| "epoch": 22.53, | |
| "eval_loss": 0.18042823672294617, | |
| "eval_runtime": 117.6274, | |
| "eval_samples_per_second": 12.939, | |
| "eval_wer": 0.2839406480266478, | |
| "step": 17600 | |
| }, | |
| { | |
| "epoch": 22.79, | |
| "learning_rate": 5.584756898817346e-05, | |
| "loss": 0.1136, | |
| "step": 17800 | |
| }, | |
| { | |
| "epoch": 23.05, | |
| "learning_rate": 5.532194480946123e-05, | |
| "loss": 0.1098, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 23.05, | |
| "eval_loss": 0.1741502583026886, | |
| "eval_runtime": 125.9195, | |
| "eval_samples_per_second": 12.087, | |
| "eval_wer": 0.28071060866054304, | |
| "step": 18000 | |
| }, | |
| { | |
| "epoch": 23.3, | |
| "learning_rate": 5.479632063074902e-05, | |
| "loss": 0.1041, | |
| "step": 18200 | |
| }, | |
| { | |
| "epoch": 23.56, | |
| "learning_rate": 5.4270696452036796e-05, | |
| "loss": 0.0944, | |
| "step": 18400 | |
| }, | |
| { | |
| "epoch": 23.56, | |
| "eval_loss": 0.18072044849395752, | |
| "eval_runtime": 117.8579, | |
| "eval_samples_per_second": 12.914, | |
| "eval_wer": 0.27758150802462905, | |
| "step": 18400 | |
| }, | |
| { | |
| "epoch": 23.82, | |
| "learning_rate": 5.374507227332457e-05, | |
| "loss": 0.1025, | |
| "step": 18600 | |
| }, | |
| { | |
| "epoch": 24.07, | |
| "learning_rate": 5.321944809461236e-05, | |
| "loss": 0.109, | |
| "step": 18800 | |
| }, | |
| { | |
| "epoch": 24.07, | |
| "eval_loss": 0.1833416223526001, | |
| "eval_runtime": 125.3831, | |
| "eval_samples_per_second": 12.139, | |
| "eval_wer": 0.2742505299283335, | |
| "step": 18800 | |
| }, | |
| { | |
| "epoch": 24.33, | |
| "learning_rate": 5.269382391590013e-05, | |
| "loss": 0.0997, | |
| "step": 19000 | |
| }, | |
| { | |
| "epoch": 24.58, | |
| "learning_rate": 5.2168199737187916e-05, | |
| "loss": 0.0954, | |
| "step": 19200 | |
| }, | |
| { | |
| "epoch": 24.58, | |
| "eval_loss": 0.18462379276752472, | |
| "eval_runtime": 126.0288, | |
| "eval_samples_per_second": 12.077, | |
| "eval_wer": 0.27758150802462905, | |
| "step": 19200 | |
| }, | |
| { | |
| "epoch": 24.84, | |
| "learning_rate": 5.1642575558475694e-05, | |
| "loss": 0.0982, | |
| "step": 19400 | |
| }, | |
| { | |
| "epoch": 25.1, | |
| "learning_rate": 5.1116951379763466e-05, | |
| "loss": 0.1054, | |
| "step": 19600 | |
| }, | |
| { | |
| "epoch": 25.1, | |
| "eval_loss": 0.17953717708587646, | |
| "eval_runtime": 125.8704, | |
| "eval_samples_per_second": 12.092, | |
| "eval_wer": 0.2747552235792874, | |
| "step": 19600 | |
| }, | |
| { | |
| "epoch": 25.35, | |
| "learning_rate": 5.059132720105125e-05, | |
| "loss": 0.0965, | |
| "step": 19800 | |
| }, | |
| { | |
| "epoch": 25.61, | |
| "learning_rate": 5.006570302233903e-05, | |
| "loss": 0.097, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 25.61, | |
| "eval_loss": 0.1935284584760666, | |
| "eval_runtime": 117.464, | |
| "eval_samples_per_second": 12.957, | |
| "eval_wer": 0.27566367215100435, | |
| "step": 20000 | |
| }, | |
| { | |
| "epoch": 25.86, | |
| "learning_rate": 4.954007884362681e-05, | |
| "loss": 0.0924, | |
| "step": 20200 | |
| }, | |
| { | |
| "epoch": 26.12, | |
| "learning_rate": 4.9014454664914586e-05, | |
| "loss": 0.0832, | |
| "step": 20400 | |
| }, | |
| { | |
| "epoch": 26.12, | |
| "eval_loss": 0.1959334760904312, | |
| "eval_runtime": 125.8706, | |
| "eval_samples_per_second": 12.092, | |
| "eval_wer": 0.27334208135661653, | |
| "step": 20400 | |
| }, | |
| { | |
| "epoch": 26.38, | |
| "learning_rate": 4.848883048620237e-05, | |
| "loss": 0.0977, | |
| "step": 20600 | |
| }, | |
| { | |
| "epoch": 26.63, | |
| "learning_rate": 4.796320630749015e-05, | |
| "loss": 0.0936, | |
| "step": 20800 | |
| }, | |
| { | |
| "epoch": 26.63, | |
| "eval_loss": 0.1751490980386734, | |
| "eval_runtime": 126.4687, | |
| "eval_samples_per_second": 12.035, | |
| "eval_wer": 0.27202987786413646, | |
| "step": 20800 | |
| }, | |
| { | |
| "epoch": 26.89, | |
| "learning_rate": 4.743758212877792e-05, | |
| "loss": 0.0843, | |
| "step": 21000 | |
| }, | |
| { | |
| "epoch": 27.14, | |
| "learning_rate": 4.6911957950065706e-05, | |
| "loss": 0.1042, | |
| "step": 21200 | |
| }, | |
| { | |
| "epoch": 27.14, | |
| "eval_loss": 0.18527205288410187, | |
| "eval_runtime": 117.2693, | |
| "eval_samples_per_second": 12.979, | |
| "eval_wer": 0.2728373877056627, | |
| "step": 21200 | |
| }, | |
| { | |
| "epoch": 27.4, | |
| "learning_rate": 4.6386333771353484e-05, | |
| "loss": 0.0881, | |
| "step": 21400 | |
| }, | |
| { | |
| "epoch": 27.66, | |
| "learning_rate": 4.586070959264126e-05, | |
| "loss": 0.0794, | |
| "step": 21600 | |
| }, | |
| { | |
| "epoch": 27.66, | |
| "eval_loss": 0.17558707296848297, | |
| "eval_runtime": 117.2386, | |
| "eval_samples_per_second": 12.982, | |
| "eval_wer": 0.27192893913394567, | |
| "step": 21600 | |
| }, | |
| { | |
| "epoch": 27.91, | |
| "learning_rate": 4.533508541392904e-05, | |
| "loss": 0.0973, | |
| "step": 21800 | |
| }, | |
| { | |
| "epoch": 28.17, | |
| "learning_rate": 4.480946123521682e-05, | |
| "loss": 0.0882, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 28.17, | |
| "eval_loss": 0.18478873372077942, | |
| "eval_runtime": 117.58, | |
| "eval_samples_per_second": 12.944, | |
| "eval_wer": 0.27172706167356414, | |
| "step": 22000 | |
| }, | |
| { | |
| "epoch": 28.42, | |
| "learning_rate": 4.42838370565046e-05, | |
| "loss": 0.0894, | |
| "step": 22200 | |
| }, | |
| { | |
| "epoch": 28.68, | |
| "learning_rate": 4.375821287779238e-05, | |
| "loss": 0.0941, | |
| "step": 22400 | |
| }, | |
| { | |
| "epoch": 28.68, | |
| "eval_loss": 0.1826159507036209, | |
| "eval_runtime": 117.7022, | |
| "eval_samples_per_second": 12.931, | |
| "eval_wer": 0.2711214292924195, | |
| "step": 22400 | |
| }, | |
| { | |
| "epoch": 28.94, | |
| "learning_rate": 4.323258869908016e-05, | |
| "loss": 0.0804, | |
| "step": 22600 | |
| }, | |
| { | |
| "epoch": 29.19, | |
| "learning_rate": 4.270696452036794e-05, | |
| "loss": 0.0904, | |
| "step": 22800 | |
| }, | |
| { | |
| "epoch": 29.19, | |
| "eval_loss": 0.1743590384721756, | |
| "eval_runtime": 117.4139, | |
| "eval_samples_per_second": 12.963, | |
| "eval_wer": 0.27182800040375493, | |
| "step": 22800 | |
| }, | |
| { | |
| "epoch": 29.45, | |
| "learning_rate": 4.218134034165572e-05, | |
| "loss": 0.0869, | |
| "step": 23000 | |
| }, | |
| { | |
| "epoch": 29.71, | |
| "learning_rate": 4.1655716162943496e-05, | |
| "loss": 0.0845, | |
| "step": 23200 | |
| }, | |
| { | |
| "epoch": 29.71, | |
| "eval_loss": 0.18005579710006714, | |
| "eval_runtime": 117.9505, | |
| "eval_samples_per_second": 12.904, | |
| "eval_wer": 0.2710204905622287, | |
| "step": 23200 | |
| }, | |
| { | |
| "epoch": 29.96, | |
| "learning_rate": 4.113009198423128e-05, | |
| "loss": 0.0788, | |
| "step": 23400 | |
| }, | |
| { | |
| "epoch": 30.22, | |
| "learning_rate": 4.060446780551905e-05, | |
| "loss": 0.0701, | |
| "step": 23600 | |
| }, | |
| { | |
| "epoch": 30.22, | |
| "eval_loss": 0.17918919026851654, | |
| "eval_runtime": 118.3396, | |
| "eval_samples_per_second": 12.861, | |
| "eval_wer": 0.27051579691127486, | |
| "step": 23600 | |
| }, | |
| { | |
| "epoch": 30.47, | |
| "learning_rate": 4.007884362680683e-05, | |
| "loss": 0.0851, | |
| "step": 23800 | |
| }, | |
| { | |
| "epoch": 30.73, | |
| "learning_rate": 3.9553219448094617e-05, | |
| "loss": 0.0772, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 30.73, | |
| "eval_loss": 0.1685931384563446, | |
| "eval_runtime": 117.9466, | |
| "eval_samples_per_second": 12.904, | |
| "eval_wer": 0.2686988997678409, | |
| "step": 24000 | |
| }, | |
| { | |
| "epoch": 30.99, | |
| "learning_rate": 3.9027595269382395e-05, | |
| "loss": 0.0863, | |
| "step": 24200 | |
| }, | |
| { | |
| "epoch": 31.24, | |
| "learning_rate": 3.850197109067017e-05, | |
| "loss": 0.0772, | |
| "step": 24400 | |
| }, | |
| { | |
| "epoch": 31.24, | |
| "eval_loss": 0.16450461745262146, | |
| "eval_runtime": 118.178, | |
| "eval_samples_per_second": 12.879, | |
| "eval_wer": 0.26637730897345313, | |
| "step": 24400 | |
| }, | |
| { | |
| "epoch": 31.5, | |
| "learning_rate": 3.797634691195795e-05, | |
| "loss": 0.0935, | |
| "step": 24600 | |
| }, | |
| { | |
| "epoch": 31.75, | |
| "learning_rate": 3.745072273324573e-05, | |
| "loss": 0.0855, | |
| "step": 24800 | |
| }, | |
| { | |
| "epoch": 31.75, | |
| "eval_loss": 0.1594998687505722, | |
| "eval_runtime": 120.8974, | |
| "eval_samples_per_second": 12.589, | |
| "eval_wer": 0.26476228929040074, | |
| "step": 24800 | |
| }, | |
| { | |
| "epoch": 32.01, | |
| "learning_rate": 3.692509855453351e-05, | |
| "loss": 0.0794, | |
| "step": 25000 | |
| }, | |
| { | |
| "epoch": 32.27, | |
| "learning_rate": 3.6399474375821293e-05, | |
| "loss": 0.084, | |
| "step": 25200 | |
| }, | |
| { | |
| "epoch": 32.27, | |
| "eval_loss": 0.16218672692775726, | |
| "eval_runtime": 120.7524, | |
| "eval_samples_per_second": 12.604, | |
| "eval_wer": 0.2636519632583022, | |
| "step": 25200 | |
| }, | |
| { | |
| "epoch": 32.52, | |
| "learning_rate": 3.587385019710907e-05, | |
| "loss": 0.0815, | |
| "step": 25400 | |
| }, | |
| { | |
| "epoch": 32.78, | |
| "learning_rate": 3.534822601839684e-05, | |
| "loss": 0.0812, | |
| "step": 25600 | |
| }, | |
| { | |
| "epoch": 32.78, | |
| "eval_loss": 0.16536009311676025, | |
| "eval_runtime": 129.74, | |
| "eval_samples_per_second": 11.731, | |
| "eval_wer": 0.26466135056020995, | |
| "step": 25600 | |
| }, | |
| { | |
| "epoch": 33.03, | |
| "learning_rate": 3.482260183968463e-05, | |
| "loss": 0.0707, | |
| "step": 25800 | |
| }, | |
| { | |
| "epoch": 33.29, | |
| "learning_rate": 3.429697766097241e-05, | |
| "loss": 0.0859, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 33.29, | |
| "eval_loss": 0.18085506558418274, | |
| "eval_runtime": 129.8039, | |
| "eval_samples_per_second": 11.725, | |
| "eval_wer": 0.2648632280205915, | |
| "step": 26000 | |
| }, | |
| { | |
| "epoch": 33.55, | |
| "learning_rate": 3.3771353482260185e-05, | |
| "loss": 0.0666, | |
| "step": 26200 | |
| }, | |
| { | |
| "epoch": 33.8, | |
| "learning_rate": 3.3245729303547964e-05, | |
| "loss": 0.0796, | |
| "step": 26400 | |
| }, | |
| { | |
| "epoch": 33.8, | |
| "eval_loss": 0.17295604944229126, | |
| "eval_runtime": 125.8166, | |
| "eval_samples_per_second": 12.097, | |
| "eval_wer": 0.2602200464318159, | |
| "step": 26400 | |
| }, | |
| { | |
| "epoch": 34.06, | |
| "learning_rate": 3.272010512483574e-05, | |
| "loss": 0.0797, | |
| "step": 26600 | |
| }, | |
| { | |
| "epoch": 34.31, | |
| "learning_rate": 3.219448094612352e-05, | |
| "loss": 0.0738, | |
| "step": 26800 | |
| }, | |
| { | |
| "epoch": 34.31, | |
| "eval_loss": 0.17386285960674286, | |
| "eval_runtime": 129.8901, | |
| "eval_samples_per_second": 11.718, | |
| "eval_wer": 0.2622388210356314, | |
| "step": 26800 | |
| }, | |
| { | |
| "epoch": 34.57, | |
| "learning_rate": 3.1668856767411305e-05, | |
| "loss": 0.0805, | |
| "step": 27000 | |
| }, | |
| { | |
| "epoch": 34.83, | |
| "learning_rate": 3.1143232588699084e-05, | |
| "loss": 0.0659, | |
| "step": 27200 | |
| }, | |
| { | |
| "epoch": 34.83, | |
| "eval_loss": 0.17923414707183838, | |
| "eval_runtime": 124.9405, | |
| "eval_samples_per_second": 12.182, | |
| "eval_wer": 0.2634500857979207, | |
| "step": 27200 | |
| }, | |
| { | |
| "epoch": 35.08, | |
| "learning_rate": 3.061760840998686e-05, | |
| "loss": 0.0847, | |
| "step": 27400 | |
| }, | |
| { | |
| "epoch": 35.34, | |
| "learning_rate": 3.009198423127464e-05, | |
| "loss": 0.0657, | |
| "step": 27600 | |
| }, | |
| { | |
| "epoch": 35.34, | |
| "eval_loss": 0.16643725335597992, | |
| "eval_runtime": 128.2311, | |
| "eval_samples_per_second": 11.869, | |
| "eval_wer": 0.2618350661148683, | |
| "step": 27600 | |
| }, | |
| { | |
| "epoch": 35.6, | |
| "learning_rate": 2.956636005256242e-05, | |
| "loss": 0.0716, | |
| "step": 27800 | |
| }, | |
| { | |
| "epoch": 35.85, | |
| "learning_rate": 2.90407358738502e-05, | |
| "loss": 0.0761, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 35.85, | |
| "eval_loss": 0.17373836040496826, | |
| "eval_runtime": 131.1327, | |
| "eval_samples_per_second": 11.607, | |
| "eval_wer": 0.26284445341677604, | |
| "step": 28000 | |
| }, | |
| { | |
| "epoch": 36.11, | |
| "learning_rate": 2.851511169513798e-05, | |
| "loss": 0.0759, | |
| "step": 28200 | |
| }, | |
| { | |
| "epoch": 36.36, | |
| "learning_rate": 2.7989487516425754e-05, | |
| "loss": 0.0724, | |
| "step": 28400 | |
| }, | |
| { | |
| "epoch": 36.36, | |
| "eval_loss": 0.17160625755786896, | |
| "eval_runtime": 130.0843, | |
| "eval_samples_per_second": 11.7, | |
| "eval_wer": 0.2599172302412436, | |
| "step": 28400 | |
| }, | |
| { | |