{ "best_metric": 16.17652806002814, "best_model_checkpoint": "./checkpoint-26000", "epoch": 400.0, "eval_steps": 1000, "global_step": 40000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "learning_rate": 1.2000000000000002e-06, "loss": 2.0919, "step": 25 }, { "epoch": 0.5, "learning_rate": 2.4500000000000003e-06, "loss": 1.6487, "step": 50 }, { "epoch": 0.75, "learning_rate": 3.7e-06, "loss": 1.1675, "step": 75 }, { "epoch": 1.0, "learning_rate": 4.950000000000001e-06, "loss": 0.8978, "step": 100 }, { "epoch": 1.25, "learning_rate": 6.2e-06, "loss": 0.7365, "step": 125 }, { "epoch": 1.5, "learning_rate": 7.45e-06, "loss": 0.6371, "step": 150 }, { "epoch": 1.75, "learning_rate": 8.7e-06, "loss": 0.5723, "step": 175 }, { "epoch": 2.0, "learning_rate": 9.950000000000001e-06, "loss": 0.5174, "step": 200 }, { "epoch": 2.25, "learning_rate": 1.1200000000000001e-05, "loss": 0.4378, "step": 225 }, { "epoch": 2.5, "learning_rate": 1.2450000000000001e-05, "loss": 0.4126, "step": 250 }, { "epoch": 2.75, "learning_rate": 1.3700000000000001e-05, "loss": 0.3876, "step": 275 }, { "epoch": 3.0, "learning_rate": 1.4950000000000001e-05, "loss": 0.3605, "step": 300 }, { "epoch": 3.25, "learning_rate": 1.62e-05, "loss": 0.2987, "step": 325 }, { "epoch": 3.5, "learning_rate": 1.745e-05, "loss": 0.2859, "step": 350 }, { "epoch": 3.75, "learning_rate": 1.87e-05, "loss": 0.2754, "step": 375 }, { "epoch": 4.0, "learning_rate": 1.995e-05, "loss": 0.2734, "step": 400 }, { "epoch": 4.25, "learning_rate": 2.12e-05, "loss": 0.2129, "step": 425 }, { "epoch": 4.5, "learning_rate": 2.245e-05, "loss": 0.2011, "step": 450 }, { "epoch": 4.75, "learning_rate": 2.37e-05, "loss": 0.2023, "step": 475 }, { "epoch": 5.0, "learning_rate": 2.495e-05, "loss": 0.1981, "step": 500 }, { "epoch": 5.25, "learning_rate": 2.498481012658228e-05, "loss": 0.1425, "step": 525 }, { "epoch": 5.5, "learning_rate": 2.4968987341772155e-05, "loss": 0.14, "step": 550 }, { "epoch": 5.75, "learning_rate": 2.4953164556962027e-05, "loss": 0.1406, "step": 575 }, { "epoch": 6.0, "learning_rate": 2.4937341772151902e-05, "loss": 0.1418, "step": 600 }, { "epoch": 6.25, "learning_rate": 2.4921518987341774e-05, "loss": 0.0935, "step": 625 }, { "epoch": 6.5, "learning_rate": 2.4905696202531646e-05, "loss": 0.0949, "step": 650 }, { "epoch": 6.75, "learning_rate": 2.488987341772152e-05, "loss": 0.0966, "step": 675 }, { "epoch": 7.0, "learning_rate": 2.4874050632911393e-05, "loss": 0.0951, "step": 700 }, { "epoch": 7.25, "learning_rate": 2.485822784810127e-05, "loss": 0.0582, "step": 725 }, { "epoch": 7.5, "learning_rate": 2.484240506329114e-05, "loss": 0.0607, "step": 750 }, { "epoch": 7.75, "learning_rate": 2.4826582278481016e-05, "loss": 0.0615, "step": 775 }, { "epoch": 8.0, "learning_rate": 2.4810759493670887e-05, "loss": 0.0622, "step": 800 }, { "epoch": 8.25, "learning_rate": 2.479493670886076e-05, "loss": 0.0359, "step": 825 }, { "epoch": 8.5, "learning_rate": 2.4779113924050635e-05, "loss": 0.0361, "step": 850 }, { "epoch": 8.75, "learning_rate": 2.4763291139240506e-05, "loss": 0.0384, "step": 875 }, { "epoch": 9.0, "learning_rate": 2.474746835443038e-05, "loss": 0.0376, "step": 900 }, { "epoch": 9.25, "learning_rate": 2.4731645569620254e-05, "loss": 0.0221, "step": 925 }, { "epoch": 9.5, "learning_rate": 2.471582278481013e-05, "loss": 0.0217, "step": 950 }, { "epoch": 9.75, "learning_rate": 2.47e-05, "loss": 0.0225, "step": 975 }, { "epoch": 10.0, "learning_rate": 2.4684177215189873e-05, "loss": 0.0225, "step": 1000 }, { "epoch": 10.0, "eval_loss": 0.3059324324131012, "eval_runtime": 169.4514, "eval_samples_per_second": 75.196, "eval_steps_per_second": 1.18, "eval_wer": 19.08120994216039, "step": 1000 }, { "epoch": 10.25, "learning_rate": 2.4668354430379748e-05, "loss": 0.014, "step": 1025 }, { "epoch": 10.5, "learning_rate": 2.465253164556962e-05, "loss": 0.0151, "step": 1050 }, { "epoch": 10.75, "learning_rate": 2.4636708860759495e-05, "loss": 0.0146, "step": 1075 }, { "epoch": 11.0, "learning_rate": 2.4620886075949367e-05, "loss": 0.014, "step": 1100 }, { "epoch": 11.25, "learning_rate": 2.4605063291139242e-05, "loss": 0.0101, "step": 1125 }, { "epoch": 11.5, "learning_rate": 2.4589240506329114e-05, "loss": 0.0098, "step": 1150 }, { "epoch": 11.75, "learning_rate": 2.457341772151899e-05, "loss": 0.0091, "step": 1175 }, { "epoch": 12.0, "learning_rate": 2.455759493670886e-05, "loss": 0.0096, "step": 1200 }, { "epoch": 12.25, "learning_rate": 2.4541772151898733e-05, "loss": 0.0075, "step": 1225 }, { "epoch": 12.5, "learning_rate": 2.4525949367088608e-05, "loss": 0.007, "step": 1250 }, { "epoch": 12.75, "learning_rate": 2.451012658227848e-05, "loss": 0.0069, "step": 1275 }, { "epoch": 13.0, "learning_rate": 2.4494303797468355e-05, "loss": 0.0074, "step": 1300 }, { "epoch": 13.25, "learning_rate": 2.447848101265823e-05, "loss": 0.0058, "step": 1325 }, { "epoch": 13.5, "learning_rate": 2.4462658227848103e-05, "loss": 0.0057, "step": 1350 }, { "epoch": 13.75, "learning_rate": 2.4446835443037978e-05, "loss": 0.0056, "step": 1375 }, { "epoch": 14.0, "learning_rate": 2.443101265822785e-05, "loss": 0.006, "step": 1400 }, { "epoch": 14.25, "learning_rate": 2.4415189873417725e-05, "loss": 0.0051, "step": 1425 }, { "epoch": 14.5, "learning_rate": 2.4399367088607597e-05, "loss": 0.0048, "step": 1450 }, { "epoch": 14.75, "learning_rate": 2.438354430379747e-05, "loss": 0.0054, "step": 1475 }, { "epoch": 15.0, "learning_rate": 2.4367721518987344e-05, "loss": 0.0067, "step": 1500 }, { "epoch": 15.25, "learning_rate": 2.4351898734177216e-05, "loss": 0.0059, "step": 1525 }, { "epoch": 15.5, "learning_rate": 2.433607594936709e-05, "loss": 0.0053, "step": 1550 }, { "epoch": 15.75, "learning_rate": 2.4320253164556963e-05, "loss": 0.005, "step": 1575 }, { "epoch": 16.0, "learning_rate": 2.4304430379746838e-05, "loss": 0.0053, "step": 1600 }, { "epoch": 16.25, "learning_rate": 2.428860759493671e-05, "loss": 0.0049, "step": 1625 }, { "epoch": 16.5, "learning_rate": 2.4272784810126585e-05, "loss": 0.0064, "step": 1650 }, { "epoch": 16.75, "learning_rate": 2.4256962025316457e-05, "loss": 0.0066, "step": 1675 }, { "epoch": 17.0, "learning_rate": 2.424113924050633e-05, "loss": 0.0071, "step": 1700 }, { "epoch": 17.25, "learning_rate": 2.4225316455696204e-05, "loss": 0.0069, "step": 1725 }, { "epoch": 17.5, "learning_rate": 2.4209493670886076e-05, "loss": 0.0063, "step": 1750 }, { "epoch": 17.75, "learning_rate": 2.419367088607595e-05, "loss": 0.0056, "step": 1775 }, { "epoch": 18.0, "learning_rate": 2.4177848101265823e-05, "loss": 0.0068, "step": 1800 }, { "epoch": 18.25, "learning_rate": 2.41620253164557e-05, "loss": 0.0059, "step": 1825 }, { "epoch": 18.5, "learning_rate": 2.414620253164557e-05, "loss": 0.0052, "step": 1850 }, { "epoch": 18.75, "learning_rate": 2.4130379746835442e-05, "loss": 0.0052, "step": 1875 }, { "epoch": 19.0, "learning_rate": 2.4114556962025318e-05, "loss": 0.005, "step": 1900 }, { "epoch": 19.25, "learning_rate": 2.409873417721519e-05, "loss": 0.0037, "step": 1925 }, { "epoch": 19.5, "learning_rate": 2.4082911392405065e-05, "loss": 0.0034, "step": 1950 }, { "epoch": 19.75, "learning_rate": 2.4067088607594937e-05, "loss": 0.0035, "step": 1975 }, { "epoch": 20.0, "learning_rate": 2.4051265822784812e-05, "loss": 0.0037, "step": 2000 }, { "epoch": 20.0, "eval_loss": 0.35300523042678833, "eval_runtime": 158.6202, "eval_samples_per_second": 80.33, "eval_steps_per_second": 1.261, "eval_wer": 18.461778958886978, "step": 2000 }, { "epoch": 20.25, "learning_rate": 2.4035443037974684e-05, "loss": 0.0029, "step": 2025 }, { "epoch": 20.5, "learning_rate": 2.4019620253164556e-05, "loss": 0.0029, "step": 2050 }, { "epoch": 20.75, "learning_rate": 2.400379746835443e-05, "loss": 0.0029, "step": 2075 }, { "epoch": 21.0, "learning_rate": 2.3987974683544303e-05, "loss": 0.0027, "step": 2100 }, { "epoch": 21.25, "learning_rate": 2.3972151898734178e-05, "loss": 0.0023, "step": 2125 }, { "epoch": 21.5, "learning_rate": 2.3956329113924053e-05, "loss": 0.0022, "step": 2150 }, { "epoch": 21.75, "learning_rate": 2.3940506329113925e-05, "loss": 0.0022, "step": 2175 }, { "epoch": 22.0, "learning_rate": 2.39246835443038e-05, "loss": 0.0024, "step": 2200 }, { "epoch": 22.25, "learning_rate": 2.3908860759493672e-05, "loss": 0.0019, "step": 2225 }, { "epoch": 22.5, "learning_rate": 2.3893037974683548e-05, "loss": 0.0017, "step": 2250 }, { "epoch": 22.75, "learning_rate": 2.387721518987342e-05, "loss": 0.0019, "step": 2275 }, { "epoch": 23.0, "learning_rate": 2.3861392405063295e-05, "loss": 0.0029, "step": 2300 }, { "epoch": 23.25, "learning_rate": 2.3845569620253167e-05, "loss": 0.0031, "step": 2325 }, { "epoch": 23.5, "learning_rate": 2.382974683544304e-05, "loss": 0.003, "step": 2350 }, { "epoch": 23.75, "learning_rate": 2.3813924050632914e-05, "loss": 0.0033, "step": 2375 }, { "epoch": 24.0, "learning_rate": 2.3798101265822786e-05, "loss": 0.0037, "step": 2400 }, { "epoch": 24.25, "learning_rate": 2.378227848101266e-05, "loss": 0.0036, "step": 2425 }, { "epoch": 24.5, "learning_rate": 2.3766455696202533e-05, "loss": 0.0038, "step": 2450 }, { "epoch": 24.75, "learning_rate": 2.3750632911392408e-05, "loss": 0.0043, "step": 2475 }, { "epoch": 25.0, "learning_rate": 2.373481012658228e-05, "loss": 0.005, "step": 2500 }, { "epoch": 25.25, "learning_rate": 2.3718987341772152e-05, "loss": 0.0043, "step": 2525 }, { "epoch": 25.5, "learning_rate": 2.3703164556962027e-05, "loss": 0.0042, "step": 2550 }, { "epoch": 25.75, "learning_rate": 2.36873417721519e-05, "loss": 0.0039, "step": 2575 }, { "epoch": 26.0, "learning_rate": 2.3671518987341774e-05, "loss": 0.0045, "step": 2600 }, { "epoch": 26.25, "learning_rate": 2.3655696202531646e-05, "loss": 0.0033, "step": 2625 }, { "epoch": 26.5, "learning_rate": 2.363987341772152e-05, "loss": 0.0033, "step": 2650 }, { "epoch": 26.75, "learning_rate": 2.3624050632911393e-05, "loss": 0.0041, "step": 2675 }, { "epoch": 27.0, "learning_rate": 2.3608227848101265e-05, "loss": 0.0041, "step": 2700 }, { "epoch": 27.25, "learning_rate": 2.359240506329114e-05, "loss": 0.0035, "step": 2725 }, { "epoch": 27.5, "learning_rate": 2.3576582278481012e-05, "loss": 0.0035, "step": 2750 }, { "epoch": 27.75, "learning_rate": 2.3560759493670888e-05, "loss": 0.0028, "step": 2775 }, { "epoch": 28.0, "learning_rate": 2.354493670886076e-05, "loss": 0.0029, "step": 2800 }, { "epoch": 28.25, "learning_rate": 2.3529113924050635e-05, "loss": 0.0024, "step": 2825 }, { "epoch": 28.5, "learning_rate": 2.3513291139240507e-05, "loss": 0.0021, "step": 2850 }, { "epoch": 28.75, "learning_rate": 2.349746835443038e-05, "loss": 0.002, "step": 2875 }, { "epoch": 29.0, "learning_rate": 2.3481645569620254e-05, "loss": 0.0019, "step": 2900 }, { "epoch": 29.25, "learning_rate": 2.3465822784810126e-05, "loss": 0.0015, "step": 2925 }, { "epoch": 29.5, "learning_rate": 2.345e-05, "loss": 0.0013, "step": 2950 }, { "epoch": 29.75, "learning_rate": 2.3434177215189876e-05, "loss": 0.0012, "step": 2975 }, { "epoch": 30.0, "learning_rate": 2.3418354430379748e-05, "loss": 0.0012, "step": 3000 }, { "epoch": 30.0, "eval_loss": 0.37241747975349426, "eval_runtime": 159.669, "eval_samples_per_second": 79.803, "eval_steps_per_second": 1.253, "eval_wer": 17.93321088010005, "step": 3000 }, { "epoch": 30.25, "learning_rate": 2.3402531645569623e-05, "loss": 0.001, "step": 3025 }, { "epoch": 30.5, "learning_rate": 2.3386708860759495e-05, "loss": 0.0009, "step": 3050 }, { "epoch": 30.75, "learning_rate": 2.337088607594937e-05, "loss": 0.0009, "step": 3075 }, { "epoch": 31.0, "learning_rate": 2.3355063291139242e-05, "loss": 0.0008, "step": 3100 }, { "epoch": 31.25, "learning_rate": 2.3339240506329117e-05, "loss": 0.0007, "step": 3125 }, { "epoch": 31.5, "learning_rate": 2.332341772151899e-05, "loss": 0.0007, "step": 3150 }, { "epoch": 31.75, "learning_rate": 2.330759493670886e-05, "loss": 0.0007, "step": 3175 }, { "epoch": 32.0, "learning_rate": 2.3291772151898736e-05, "loss": 0.0007, "step": 3200 }, { "epoch": 32.25, "learning_rate": 2.327594936708861e-05, "loss": 0.0006, "step": 3225 }, { "epoch": 32.5, "learning_rate": 2.3260126582278484e-05, "loss": 0.0006, "step": 3250 }, { "epoch": 32.75, "learning_rate": 2.3244303797468355e-05, "loss": 0.0006, "step": 3275 }, { "epoch": 33.0, "learning_rate": 2.322848101265823e-05, "loss": 0.0006, "step": 3300 }, { "epoch": 33.25, "learning_rate": 2.3212658227848103e-05, "loss": 0.0006, "step": 3325 }, { "epoch": 33.5, "learning_rate": 2.3196835443037975e-05, "loss": 0.0006, "step": 3350 }, { "epoch": 33.75, "learning_rate": 2.318101265822785e-05, "loss": 0.0006, "step": 3375 }, { "epoch": 34.0, "learning_rate": 2.316518987341772e-05, "loss": 0.0006, "step": 3400 }, { "epoch": 34.25, "learning_rate": 2.3149367088607597e-05, "loss": 0.0005, "step": 3425 }, { "epoch": 34.5, "learning_rate": 2.313354430379747e-05, "loss": 0.0005, "step": 3450 }, { "epoch": 34.75, "learning_rate": 2.3117721518987344e-05, "loss": 0.0005, "step": 3475 }, { "epoch": 35.0, "learning_rate": 2.3101898734177216e-05, "loss": 0.0005, "step": 3500 }, { "epoch": 35.25, "learning_rate": 2.3086075949367088e-05, "loss": 0.0005, "step": 3525 }, { "epoch": 35.5, "learning_rate": 2.3070253164556963e-05, "loss": 0.0005, "step": 3550 }, { "epoch": 35.75, "learning_rate": 2.3054430379746835e-05, "loss": 0.0005, "step": 3575 }, { "epoch": 36.0, "learning_rate": 2.303860759493671e-05, "loss": 0.0005, "step": 3600 }, { "epoch": 36.25, "learning_rate": 2.3022784810126582e-05, "loss": 0.0005, "step": 3625 }, { "epoch": 36.5, "learning_rate": 2.3006962025316457e-05, "loss": 0.0004, "step": 3650 }, { "epoch": 36.75, "learning_rate": 2.299113924050633e-05, "loss": 0.0004, "step": 3675 }, { "epoch": 37.0, "learning_rate": 2.29753164556962e-05, "loss": 0.0004, "step": 3700 }, { "epoch": 37.25, "learning_rate": 2.2959493670886076e-05, "loss": 0.0004, "step": 3725 }, { "epoch": 37.5, "learning_rate": 2.2943670886075948e-05, "loss": 0.0004, "step": 3750 }, { "epoch": 37.75, "learning_rate": 2.2927848101265823e-05, "loss": 0.0004, "step": 3775 }, { "epoch": 38.0, "learning_rate": 2.29120253164557e-05, "loss": 0.0004, "step": 3800 }, { "epoch": 38.25, "learning_rate": 2.289620253164557e-05, "loss": 0.0004, "step": 3825 }, { "epoch": 38.5, "learning_rate": 2.2880379746835446e-05, "loss": 0.0004, "step": 3850 }, { "epoch": 38.75, "learning_rate": 2.2864556962025318e-05, "loss": 0.0004, "step": 3875 }, { "epoch": 39.0, "learning_rate": 2.2848734177215193e-05, "loss": 0.0004, "step": 3900 }, { "epoch": 39.25, "learning_rate": 2.2832911392405065e-05, "loss": 0.0004, "step": 3925 }, { "epoch": 39.5, "learning_rate": 2.281708860759494e-05, "loss": 0.0004, "step": 3950 }, { "epoch": 39.75, "learning_rate": 2.2801265822784812e-05, "loss": 0.0004, "step": 3975 }, { "epoch": 40.0, "learning_rate": 2.2785443037974684e-05, "loss": 0.0004, "step": 4000 }, { "epoch": 40.0, "eval_loss": 0.4025060534477234, "eval_runtime": 158.6218, "eval_samples_per_second": 80.329, "eval_steps_per_second": 1.261, "eval_wer": 17.89510708144443, "step": 4000 }, { "epoch": 40.25, "learning_rate": 2.276962025316456e-05, "loss": 0.0003, "step": 4025 }, { "epoch": 40.5, "learning_rate": 2.275379746835443e-05, "loss": 0.0003, "step": 4050 }, { "epoch": 40.75, "learning_rate": 2.2737974683544306e-05, "loss": 0.0003, "step": 4075 }, { "epoch": 41.0, "learning_rate": 2.2722151898734178e-05, "loss": 0.0004, "step": 4100 }, { "epoch": 41.25, "learning_rate": 2.2706329113924053e-05, "loss": 0.0003, "step": 4125 }, { "epoch": 41.5, "learning_rate": 2.2690506329113925e-05, "loss": 0.0003, "step": 4150 }, { "epoch": 41.75, "learning_rate": 2.2674683544303797e-05, "loss": 0.0003, "step": 4175 }, { "epoch": 42.0, "learning_rate": 2.2658860759493672e-05, "loss": 0.0003, "step": 4200 }, { "epoch": 42.25, "learning_rate": 2.2643037974683544e-05, "loss": 0.0003, "step": 4225 }, { "epoch": 42.5, "learning_rate": 2.262721518987342e-05, "loss": 0.0003, "step": 4250 }, { "epoch": 42.75, "learning_rate": 2.261139240506329e-05, "loss": 0.0003, "step": 4275 }, { "epoch": 43.0, "learning_rate": 2.2595569620253167e-05, "loss": 0.0003, "step": 4300 }, { "epoch": 43.25, "learning_rate": 2.257974683544304e-05, "loss": 0.0003, "step": 4325 }, { "epoch": 43.5, "learning_rate": 2.256392405063291e-05, "loss": 0.0003, "step": 4350 }, { "epoch": 43.75, "learning_rate": 2.2548101265822786e-05, "loss": 0.0003, "step": 4375 }, { "epoch": 44.0, "learning_rate": 2.2532278481012658e-05, "loss": 0.0003, "step": 4400 }, { "epoch": 44.25, "learning_rate": 2.2516455696202533e-05, "loss": 0.0003, "step": 4425 }, { "epoch": 44.5, "learning_rate": 2.2500632911392405e-05, "loss": 0.0003, "step": 4450 }, { "epoch": 44.75, "learning_rate": 2.248481012658228e-05, "loss": 0.0003, "step": 4475 }, { "epoch": 45.0, "learning_rate": 2.2468987341772152e-05, "loss": 0.0003, "step": 4500 }, { "epoch": 45.25, "learning_rate": 2.2453164556962024e-05, "loss": 0.0003, "step": 4525 }, { "epoch": 45.5, "learning_rate": 2.24373417721519e-05, "loss": 0.0003, "step": 4550 }, { "epoch": 45.75, "learning_rate": 2.242151898734177e-05, "loss": 0.0002, "step": 4575 }, { "epoch": 46.0, "learning_rate": 2.240569620253165e-05, "loss": 0.0003, "step": 4600 }, { "epoch": 46.25, "learning_rate": 2.238987341772152e-05, "loss": 0.0002, "step": 4625 }, { "epoch": 46.5, "learning_rate": 2.2374050632911393e-05, "loss": 0.0002, "step": 4650 }, { "epoch": 46.75, "learning_rate": 2.235822784810127e-05, "loss": 0.0002, "step": 4675 }, { "epoch": 47.0, "learning_rate": 2.234240506329114e-05, "loss": 0.0002, "step": 4700 }, { "epoch": 47.25, "learning_rate": 2.2326582278481016e-05, "loss": 0.0002, "step": 4725 }, { "epoch": 47.5, "learning_rate": 2.2310759493670888e-05, "loss": 0.0002, "step": 4750 }, { "epoch": 47.75, "learning_rate": 2.2294936708860763e-05, "loss": 0.0002, "step": 4775 }, { "epoch": 48.0, "learning_rate": 2.2279113924050635e-05, "loss": 0.0002, "step": 4800 }, { "epoch": 48.25, "learning_rate": 2.2263291139240507e-05, "loss": 0.0002, "step": 4825 }, { "epoch": 48.5, "learning_rate": 2.2247468354430382e-05, "loss": 0.0002, "step": 4850 }, { "epoch": 48.75, "learning_rate": 2.2231645569620254e-05, "loss": 0.0002, "step": 4875 }, { "epoch": 49.0, "learning_rate": 2.221582278481013e-05, "loss": 0.0002, "step": 4900 }, { "epoch": 49.25, "learning_rate": 2.22e-05, "loss": 0.0002, "step": 4925 }, { "epoch": 49.5, "learning_rate": 2.2184177215189876e-05, "loss": 0.0002, "step": 4950 }, { "epoch": 49.75, "learning_rate": 2.2168354430379748e-05, "loss": 0.0002, "step": 4975 }, { "epoch": 50.0, "learning_rate": 2.215253164556962e-05, "loss": 0.0002, "step": 5000 }, { "epoch": 50.0, "eval_loss": 0.42450690269470215, "eval_runtime": 158.7789, "eval_samples_per_second": 80.25, "eval_steps_per_second": 1.26, "eval_wer": 17.89510708144443, "step": 5000 }, { "epoch": 50.25, "learning_rate": 2.2136708860759495e-05, "loss": 0.0002, "step": 5025 }, { "epoch": 50.5, "learning_rate": 2.2120886075949367e-05, "loss": 0.0002, "step": 5050 }, { "epoch": 50.75, "learning_rate": 2.2105063291139242e-05, "loss": 0.0002, "step": 5075 }, { "epoch": 51.0, "learning_rate": 2.2089240506329114e-05, "loss": 0.0002, "step": 5100 }, { "epoch": 51.25, "learning_rate": 2.207341772151899e-05, "loss": 0.0002, "step": 5125 }, { "epoch": 51.5, "learning_rate": 2.205759493670886e-05, "loss": 0.0002, "step": 5150 }, { "epoch": 51.75, "learning_rate": 2.2041772151898733e-05, "loss": 0.0002, "step": 5175 }, { "epoch": 52.0, "learning_rate": 2.202594936708861e-05, "loss": 0.0002, "step": 5200 }, { "epoch": 52.25, "learning_rate": 2.201012658227848e-05, "loss": 0.0002, "step": 5225 }, { "epoch": 52.5, "learning_rate": 2.1994303797468356e-05, "loss": 0.0002, "step": 5250 }, { "epoch": 52.75, "learning_rate": 2.1978481012658227e-05, "loss": 0.0002, "step": 5275 }, { "epoch": 53.0, "learning_rate": 2.1962658227848103e-05, "loss": 0.0002, "step": 5300 }, { "epoch": 53.25, "learning_rate": 2.1946835443037975e-05, "loss": 0.0002, "step": 5325 }, { "epoch": 53.5, "learning_rate": 2.1931012658227846e-05, "loss": 0.0002, "step": 5350 }, { "epoch": 53.75, "learning_rate": 2.1915189873417722e-05, "loss": 0.0002, "step": 5375 }, { "epoch": 54.0, "learning_rate": 2.1899367088607594e-05, "loss": 0.0002, "step": 5400 }, { "epoch": 54.25, "learning_rate": 2.1883544303797472e-05, "loss": 0.0002, "step": 5425 }, { "epoch": 54.5, "learning_rate": 2.1867721518987344e-05, "loss": 0.0002, "step": 5450 }, { "epoch": 54.75, "learning_rate": 2.1851898734177216e-05, "loss": 0.0002, "step": 5475 }, { "epoch": 55.0, "learning_rate": 2.183607594936709e-05, "loss": 0.0002, "step": 5500 }, { "epoch": 55.25, "learning_rate": 2.1820253164556963e-05, "loss": 0.0001, "step": 5525 }, { "epoch": 55.5, "learning_rate": 2.180443037974684e-05, "loss": 0.0001, "step": 5550 }, { "epoch": 55.75, "learning_rate": 2.178860759493671e-05, "loss": 0.0001, "step": 5575 }, { "epoch": 56.0, "learning_rate": 2.1772784810126586e-05, "loss": 0.0002, "step": 5600 }, { "epoch": 56.25, "learning_rate": 2.1756962025316457e-05, "loss": 0.0001, "step": 5625 }, { "epoch": 56.5, "learning_rate": 2.174113924050633e-05, "loss": 0.0001, "step": 5650 }, { "epoch": 56.75, "learning_rate": 2.1725316455696205e-05, "loss": 0.0002, "step": 5675 }, { "epoch": 57.0, "learning_rate": 2.1709493670886076e-05, "loss": 0.0001, "step": 5700 }, { "epoch": 57.25, "learning_rate": 2.1693670886075952e-05, "loss": 0.0001, "step": 5725 }, { "epoch": 57.5, "learning_rate": 2.1677848101265824e-05, "loss": 0.0001, "step": 5750 }, { "epoch": 57.75, "learning_rate": 2.16620253164557e-05, "loss": 0.0001, "step": 5775 }, { "epoch": 58.0, "learning_rate": 2.164620253164557e-05, "loss": 0.0001, "step": 5800 }, { "epoch": 58.25, "learning_rate": 2.1630379746835443e-05, "loss": 0.0001, "step": 5825 }, { "epoch": 58.5, "learning_rate": 2.1614556962025318e-05, "loss": 0.0001, "step": 5850 }, { "epoch": 58.75, "learning_rate": 2.159873417721519e-05, "loss": 0.0001, "step": 5875 }, { "epoch": 59.0, "learning_rate": 2.1582911392405065e-05, "loss": 0.0001, "step": 5900 }, { "epoch": 59.25, "learning_rate": 2.1567088607594937e-05, "loss": 0.0001, "step": 5925 }, { "epoch": 59.5, "learning_rate": 2.1551265822784812e-05, "loss": 0.0001, "step": 5950 }, { "epoch": 59.75, "learning_rate": 2.1535443037974684e-05, "loss": 0.0001, "step": 5975 }, { "epoch": 60.0, "learning_rate": 2.1519620253164556e-05, "loss": 0.0001, "step": 6000 }, { "epoch": 60.0, "eval_loss": 0.44586753845214844, "eval_runtime": 159.5286, "eval_samples_per_second": 79.873, "eval_steps_per_second": 1.254, "eval_wer": 17.977176801625763, "step": 6000 }, { "epoch": 60.25, "learning_rate": 2.150379746835443e-05, "loss": 0.0001, "step": 6025 }, { "epoch": 60.5, "learning_rate": 2.1487974683544303e-05, "loss": 0.0001, "step": 6050 }, { "epoch": 60.75, "learning_rate": 2.147215189873418e-05, "loss": 0.0001, "step": 6075 }, { "epoch": 61.0, "learning_rate": 2.145632911392405e-05, "loss": 0.0001, "step": 6100 }, { "epoch": 61.25, "learning_rate": 2.1440506329113925e-05, "loss": 0.0001, "step": 6125 }, { "epoch": 61.5, "learning_rate": 2.1424683544303797e-05, "loss": 0.0001, "step": 6150 }, { "epoch": 61.75, "learning_rate": 2.140886075949367e-05, "loss": 0.0001, "step": 6175 }, { "epoch": 62.0, "learning_rate": 2.1393037974683544e-05, "loss": 0.0001, "step": 6200 }, { "epoch": 62.25, "learning_rate": 2.1377215189873416e-05, "loss": 0.0001, "step": 6225 }, { "epoch": 62.5, "learning_rate": 2.1361392405063295e-05, "loss": 0.0001, "step": 6250 }, { "epoch": 62.75, "learning_rate": 2.1345569620253167e-05, "loss": 0.0001, "step": 6275 }, { "epoch": 63.0, "learning_rate": 2.132974683544304e-05, "loss": 0.0001, "step": 6300 }, { "epoch": 63.25, "learning_rate": 2.1313924050632914e-05, "loss": 0.0001, "step": 6325 }, { "epoch": 63.5, "learning_rate": 2.1298101265822786e-05, "loss": 0.0001, "step": 6350 }, { "epoch": 63.75, "learning_rate": 2.128227848101266e-05, "loss": 0.0001, "step": 6375 }, { "epoch": 64.0, "learning_rate": 2.1266455696202533e-05, "loss": 0.0001, "step": 6400 }, { "epoch": 64.25, "learning_rate": 2.1250632911392408e-05, "loss": 0.0001, "step": 6425 }, { "epoch": 64.5, "learning_rate": 2.123481012658228e-05, "loss": 0.0001, "step": 6450 }, { "epoch": 64.75, "learning_rate": 2.1218987341772152e-05, "loss": 0.0001, "step": 6475 }, { "epoch": 65.0, "learning_rate": 2.1203164556962027e-05, "loss": 0.0001, "step": 6500 }, { "epoch": 65.25, "learning_rate": 2.11873417721519e-05, "loss": 0.0001, "step": 6525 }, { "epoch": 65.5, "learning_rate": 2.1171518987341774e-05, "loss": 0.0001, "step": 6550 }, { "epoch": 65.75, "learning_rate": 2.1155696202531646e-05, "loss": 0.0001, "step": 6575 }, { "epoch": 66.0, "learning_rate": 2.113987341772152e-05, "loss": 0.0001, "step": 6600 }, { "epoch": 66.25, "learning_rate": 2.1124050632911393e-05, "loss": 0.0001, "step": 6625 }, { "epoch": 66.5, "learning_rate": 2.1108227848101265e-05, "loss": 0.0001, "step": 6650 }, { "epoch": 66.75, "learning_rate": 2.109240506329114e-05, "loss": 0.0001, "step": 6675 }, { "epoch": 67.0, "learning_rate": 2.1076582278481012e-05, "loss": 0.0001, "step": 6700 }, { "epoch": 67.25, "learning_rate": 2.1060759493670888e-05, "loss": 0.0001, "step": 6725 }, { "epoch": 67.5, "learning_rate": 2.104493670886076e-05, "loss": 0.0001, "step": 6750 }, { "epoch": 67.75, "learning_rate": 2.1029113924050635e-05, "loss": 0.0001, "step": 6775 }, { "epoch": 68.0, "learning_rate": 2.1013291139240507e-05, "loss": 0.0001, "step": 6800 }, { "epoch": 68.25, "learning_rate": 2.099746835443038e-05, "loss": 0.0001, "step": 6825 }, { "epoch": 68.5, "learning_rate": 2.0981645569620254e-05, "loss": 0.0001, "step": 6850 }, { "epoch": 68.75, "learning_rate": 2.0965822784810126e-05, "loss": 0.0001, "step": 6875 }, { "epoch": 69.0, "learning_rate": 2.095e-05, "loss": 0.0001, "step": 6900 }, { "epoch": 69.25, "learning_rate": 2.0934177215189873e-05, "loss": 0.0001, "step": 6925 }, { "epoch": 69.5, "learning_rate": 2.0918354430379748e-05, "loss": 0.0001, "step": 6950 }, { "epoch": 69.75, "learning_rate": 2.090253164556962e-05, "loss": 0.0001, "step": 6975 }, { "epoch": 70.0, "learning_rate": 2.0886708860759492e-05, "loss": 0.0001, "step": 7000 }, { "epoch": 70.0, "eval_loss": 0.4665044844150543, "eval_runtime": 159.7302, "eval_samples_per_second": 79.772, "eval_steps_per_second": 1.252, "eval_wer": 18.01625762075973, "step": 7000 }, { "epoch": 70.25, "learning_rate": 2.0870886075949367e-05, "loss": 0.0001, "step": 7025 }, { "epoch": 70.5, "learning_rate": 2.085506329113924e-05, "loss": 0.0001, "step": 7050 }, { "epoch": 70.75, "learning_rate": 2.0839240506329118e-05, "loss": 0.0001, "step": 7075 }, { "epoch": 71.0, "learning_rate": 2.082341772151899e-05, "loss": 0.0001, "step": 7100 }, { "epoch": 71.25, "learning_rate": 2.080759493670886e-05, "loss": 0.0001, "step": 7125 }, { "epoch": 71.5, "learning_rate": 2.0791772151898737e-05, "loss": 0.0001, "step": 7150 }, { "epoch": 71.75, "learning_rate": 2.077594936708861e-05, "loss": 0.0001, "step": 7175 }, { "epoch": 72.0, "learning_rate": 2.0760126582278484e-05, "loss": 0.0001, "step": 7200 }, { "epoch": 72.25, "learning_rate": 2.0744303797468356e-05, "loss": 0.0001, "step": 7225 }, { "epoch": 72.5, "learning_rate": 2.072848101265823e-05, "loss": 0.0001, "step": 7250 }, { "epoch": 72.75, "learning_rate": 2.0712658227848103e-05, "loss": 0.0001, "step": 7275 }, { "epoch": 73.0, "learning_rate": 2.0696835443037975e-05, "loss": 0.0001, "step": 7300 }, { "epoch": 73.25, "learning_rate": 2.068101265822785e-05, "loss": 0.0001, "step": 7325 }, { "epoch": 73.5, "learning_rate": 2.0665189873417722e-05, "loss": 0.0001, "step": 7350 }, { "epoch": 73.75, "learning_rate": 2.0649367088607597e-05, "loss": 0.0001, "step": 7375 }, { "epoch": 74.0, "learning_rate": 2.063354430379747e-05, "loss": 0.0001, "step": 7400 }, { "epoch": 74.25, "learning_rate": 2.0617721518987344e-05, "loss": 0.0001, "step": 7425 }, { "epoch": 74.5, "learning_rate": 2.0601898734177216e-05, "loss": 0.0001, "step": 7450 }, { "epoch": 74.75, "learning_rate": 2.0586075949367088e-05, "loss": 0.0001, "step": 7475 }, { "epoch": 75.0, "learning_rate": 2.0570253164556963e-05, "loss": 0.0001, "step": 7500 }, { "epoch": 75.25, "learning_rate": 2.0554430379746835e-05, "loss": 0.0001, "step": 7525 }, { "epoch": 75.5, "learning_rate": 2.053860759493671e-05, "loss": 0.0001, "step": 7550 }, { "epoch": 75.75, "learning_rate": 2.0522784810126582e-05, "loss": 0.0001, "step": 7575 }, { "epoch": 76.0, "learning_rate": 2.0506962025316458e-05, "loss": 0.0001, "step": 7600 }, { "epoch": 76.25, "learning_rate": 2.049113924050633e-05, "loss": 0.0, "step": 7625 }, { "epoch": 76.5, "learning_rate": 2.04753164556962e-05, "loss": 0.0, "step": 7650 }, { "epoch": 76.75, "learning_rate": 2.0459493670886077e-05, "loss": 0.0001, "step": 7675 }, { "epoch": 77.0, "learning_rate": 2.044367088607595e-05, "loss": 0.0, "step": 7700 }, { "epoch": 77.25, "learning_rate": 2.0427848101265824e-05, "loss": 0.0, "step": 7725 }, { "epoch": 77.5, "learning_rate": 2.0412025316455696e-05, "loss": 0.0, "step": 7750 }, { "epoch": 77.75, "learning_rate": 2.039620253164557e-05, "loss": 0.0001, "step": 7775 }, { "epoch": 78.0, "learning_rate": 2.0380379746835443e-05, "loss": 0.0, "step": 7800 }, { "epoch": 78.25, "learning_rate": 2.0364556962025315e-05, "loss": 0.0, "step": 7825 }, { "epoch": 78.5, "learning_rate": 2.034873417721519e-05, "loss": 0.0001, "step": 7850 }, { "epoch": 78.75, "learning_rate": 2.0332911392405062e-05, "loss": 0.0, "step": 7875 }, { "epoch": 79.0, "learning_rate": 2.031708860759494e-05, "loss": 0.0001, "step": 7900 }, { "epoch": 79.25, "learning_rate": 2.0301265822784812e-05, "loss": 0.0, "step": 7925 }, { "epoch": 79.5, "learning_rate": 2.0285443037974684e-05, "loss": 0.0001, "step": 7950 }, { "epoch": 79.75, "learning_rate": 2.026962025316456e-05, "loss": 0.0001, "step": 7975 }, { "epoch": 80.0, "learning_rate": 2.025379746835443e-05, "loss": 0.0, "step": 8000 }, { "epoch": 80.0, "eval_loss": 0.4881844222545624, "eval_runtime": 159.9181, "eval_samples_per_second": 79.678, "eval_steps_per_second": 1.251, "eval_wer": 18.108097545724558, "step": 8000 }, { "epoch": 80.25, "learning_rate": 2.0237974683544307e-05, "loss": 0.0, "step": 8025 }, { "epoch": 80.5, "learning_rate": 2.022215189873418e-05, "loss": 0.0, "step": 8050 }, { "epoch": 80.75, "learning_rate": 2.0206329113924054e-05, "loss": 0.0001, "step": 8075 }, { "epoch": 81.0, "learning_rate": 2.0190506329113926e-05, "loss": 0.0, "step": 8100 }, { "epoch": 81.25, "learning_rate": 2.0174683544303797e-05, "loss": 0.0001, "step": 8125 }, { "epoch": 81.5, "learning_rate": 2.0158860759493673e-05, "loss": 0.0, "step": 8150 }, { "epoch": 81.75, "learning_rate": 2.0143037974683545e-05, "loss": 0.0001, "step": 8175 }, { "epoch": 82.0, "learning_rate": 2.0129113924050633e-05, "loss": 0.0163, "step": 8200 }, { "epoch": 82.25, "learning_rate": 2.0113291139240505e-05, "loss": 0.0472, "step": 8225 }, { "epoch": 82.5, "learning_rate": 2.009746835443038e-05, "loss": 0.0499, "step": 8250 }, { "epoch": 82.75, "learning_rate": 2.0081645569620256e-05, "loss": 0.0423, "step": 8275 }, { "epoch": 83.0, "learning_rate": 2.0065822784810128e-05, "loss": 0.0335, "step": 8300 }, { "epoch": 83.25, "learning_rate": 2.0050000000000003e-05, "loss": 0.0196, "step": 8325 }, { "epoch": 83.5, "learning_rate": 2.0034177215189875e-05, "loss": 0.0161, "step": 8350 }, { "epoch": 83.75, "learning_rate": 2.001835443037975e-05, "loss": 0.0169, "step": 8375 }, { "epoch": 84.0, "learning_rate": 2.0002531645569622e-05, "loss": 0.015, "step": 8400 }, { "epoch": 84.25, "learning_rate": 1.9986708860759497e-05, "loss": 0.0084, "step": 8425 }, { "epoch": 84.5, "learning_rate": 1.997088607594937e-05, "loss": 0.0072, "step": 8450 }, { "epoch": 84.75, "learning_rate": 1.995506329113924e-05, "loss": 0.0064, "step": 8475 }, { "epoch": 85.0, "learning_rate": 1.9939240506329116e-05, "loss": 0.0067, "step": 8500 }, { "epoch": 85.25, "learning_rate": 1.9923417721518988e-05, "loss": 0.0038, "step": 8525 }, { "epoch": 85.5, "learning_rate": 1.9907594936708863e-05, "loss": 0.0032, "step": 8550 }, { "epoch": 85.75, "learning_rate": 1.9891772151898735e-05, "loss": 0.0033, "step": 8575 }, { "epoch": 86.0, "learning_rate": 1.987594936708861e-05, "loss": 0.0027, "step": 8600 }, { "epoch": 86.25, "learning_rate": 1.9860126582278482e-05, "loss": 0.0015, "step": 8625 }, { "epoch": 86.5, "learning_rate": 1.9844303797468354e-05, "loss": 0.0018, "step": 8650 }, { "epoch": 86.75, "learning_rate": 1.982848101265823e-05, "loss": 0.002, "step": 8675 }, { "epoch": 87.0, "learning_rate": 1.98126582278481e-05, "loss": 0.002, "step": 8700 }, { "epoch": 87.25, "learning_rate": 1.9796835443037977e-05, "loss": 0.0011, "step": 8725 }, { "epoch": 87.5, "learning_rate": 1.978101265822785e-05, "loss": 0.0011, "step": 8750 }, { "epoch": 87.75, "learning_rate": 1.9765189873417724e-05, "loss": 0.0009, "step": 8775 }, { "epoch": 88.0, "learning_rate": 1.9749367088607596e-05, "loss": 0.0008, "step": 8800 }, { "epoch": 88.25, "learning_rate": 1.9733544303797467e-05, "loss": 0.0006, "step": 8825 }, { "epoch": 88.5, "learning_rate": 1.9717721518987343e-05, "loss": 0.0005, "step": 8850 }, { "epoch": 88.75, "learning_rate": 1.9701898734177215e-05, "loss": 0.0006, "step": 8875 }, { "epoch": 89.0, "learning_rate": 1.968607594936709e-05, "loss": 0.0005, "step": 8900 }, { "epoch": 89.25, "learning_rate": 1.9670253164556962e-05, "loss": 0.0004, "step": 8925 }, { "epoch": 89.5, "learning_rate": 1.9654430379746837e-05, "loss": 0.0004, "step": 8950 }, { "epoch": 89.75, "learning_rate": 1.963860759493671e-05, "loss": 0.0003, "step": 8975 }, { "epoch": 90.0, "learning_rate": 1.962278481012658e-05, "loss": 0.0003, "step": 9000 }, { "epoch": 90.0, "eval_loss": 0.3803234100341797, "eval_runtime": 158.5126, "eval_samples_per_second": 80.385, "eval_steps_per_second": 1.262, "eval_wer": 16.380725340003128, "step": 9000 }, { "epoch": 90.25, "learning_rate": 1.9606962025316456e-05, "loss": 0.0002, "step": 9025 }, { "epoch": 90.5, "learning_rate": 1.9591139240506328e-05, "loss": 0.0002, "step": 9050 }, { "epoch": 90.75, "learning_rate": 1.9575316455696203e-05, "loss": 0.0002, "step": 9075 }, { "epoch": 91.0, "learning_rate": 1.955949367088608e-05, "loss": 0.0002, "step": 9100 }, { "epoch": 91.25, "learning_rate": 1.954367088607595e-05, "loss": 0.0002, "step": 9125 }, { "epoch": 91.5, "learning_rate": 1.9527848101265826e-05, "loss": 0.0002, "step": 9150 }, { "epoch": 91.75, "learning_rate": 1.9512025316455697e-05, "loss": 0.0002, "step": 9175 }, { "epoch": 92.0, "learning_rate": 1.9496202531645573e-05, "loss": 0.0002, "step": 9200 }, { "epoch": 92.25, "learning_rate": 1.9480379746835445e-05, "loss": 0.0002, "step": 9225 }, { "epoch": 92.5, "learning_rate": 1.946455696202532e-05, "loss": 0.0002, "step": 9250 }, { "epoch": 92.75, "learning_rate": 1.9448734177215192e-05, "loss": 0.0002, "step": 9275 }, { "epoch": 93.0, "learning_rate": 1.9432911392405064e-05, "loss": 0.0002, "step": 9300 }, { "epoch": 93.25, "learning_rate": 1.941708860759494e-05, "loss": 0.0002, "step": 9325 }, { "epoch": 93.5, "learning_rate": 1.940126582278481e-05, "loss": 0.0002, "step": 9350 }, { "epoch": 93.75, "learning_rate": 1.9385443037974686e-05, "loss": 0.0002, "step": 9375 }, { "epoch": 94.0, "learning_rate": 1.9369620253164558e-05, "loss": 0.0002, "step": 9400 }, { "epoch": 94.25, "learning_rate": 1.9353797468354433e-05, "loss": 0.0002, "step": 9425 }, { "epoch": 94.5, "learning_rate": 1.9337974683544305e-05, "loss": 0.0002, "step": 9450 }, { "epoch": 94.75, "learning_rate": 1.9322151898734177e-05, "loss": 0.0002, "step": 9475 }, { "epoch": 95.0, "learning_rate": 1.9306329113924052e-05, "loss": 0.0002, "step": 9500 }, { "epoch": 95.25, "learning_rate": 1.9290506329113924e-05, "loss": 0.0002, "step": 9525 }, { "epoch": 95.5, "learning_rate": 1.92746835443038e-05, "loss": 0.0002, "step": 9550 }, { "epoch": 95.75, "learning_rate": 1.925886075949367e-05, "loss": 0.0001, "step": 9575 }, { "epoch": 96.0, "learning_rate": 1.9243037974683546e-05, "loss": 0.0001, "step": 9600 }, { "epoch": 96.25, "learning_rate": 1.9227215189873418e-05, "loss": 0.0001, "step": 9625 }, { "epoch": 96.5, "learning_rate": 1.921139240506329e-05, "loss": 0.0001, "step": 9650 }, { "epoch": 96.75, "learning_rate": 1.9195569620253165e-05, "loss": 0.0001, "step": 9675 }, { "epoch": 97.0, "learning_rate": 1.9179746835443037e-05, "loss": 0.0001, "step": 9700 }, { "epoch": 97.25, "learning_rate": 1.9163924050632913e-05, "loss": 0.0001, "step": 9725 }, { "epoch": 97.5, "learning_rate": 1.9148101265822784e-05, "loss": 0.0001, "step": 9750 }, { "epoch": 97.75, "learning_rate": 1.913227848101266e-05, "loss": 0.0001, "step": 9775 }, { "epoch": 98.0, "learning_rate": 1.911645569620253e-05, "loss": 0.0001, "step": 9800 }, { "epoch": 98.25, "learning_rate": 1.9100632911392403e-05, "loss": 0.0001, "step": 9825 }, { "epoch": 98.5, "learning_rate": 1.908481012658228e-05, "loss": 0.0001, "step": 9850 }, { "epoch": 98.75, "learning_rate": 1.906898734177215e-05, "loss": 0.0001, "step": 9875 }, { "epoch": 99.0, "learning_rate": 1.9053164556962026e-05, "loss": 0.0001, "step": 9900 }, { "epoch": 99.25, "learning_rate": 1.90373417721519e-05, "loss": 0.0001, "step": 9925 }, { "epoch": 99.5, "learning_rate": 1.9021518987341773e-05, "loss": 0.0001, "step": 9950 }, { "epoch": 99.75, "learning_rate": 1.9005696202531648e-05, "loss": 0.0001, "step": 9975 }, { "epoch": 100.0, "learning_rate": 1.898987341772152e-05, "loss": 0.0001, "step": 10000 }, { "epoch": 100.0, "eval_loss": 0.4047200679779053, "eval_runtime": 158.4112, "eval_samples_per_second": 80.436, "eval_steps_per_second": 1.263, "eval_wer": 16.229287165858995, "step": 10000 }, { "epoch": 100.25, "learning_rate": 1.8974050632911395e-05, "loss": 0.0001, "step": 10025 }, { "epoch": 100.5, "learning_rate": 1.8958227848101267e-05, "loss": 0.0001, "step": 10050 }, { "epoch": 100.75, "learning_rate": 1.8942405063291143e-05, "loss": 0.0001, "step": 10075 }, { "epoch": 101.0, "learning_rate": 1.8926582278481014e-05, "loss": 0.0001, "step": 10100 }, { "epoch": 101.25, "learning_rate": 1.8910759493670886e-05, "loss": 0.0001, "step": 10125 }, { "epoch": 101.5, "learning_rate": 1.889493670886076e-05, "loss": 0.0001, "step": 10150 }, { "epoch": 101.75, "learning_rate": 1.8879113924050633e-05, "loss": 0.0001, "step": 10175 }, { "epoch": 102.0, "learning_rate": 1.886329113924051e-05, "loss": 0.0001, "step": 10200 }, { "epoch": 102.25, "learning_rate": 1.884746835443038e-05, "loss": 0.0001, "step": 10225 }, { "epoch": 102.5, "learning_rate": 1.8831645569620256e-05, "loss": 0.0001, "step": 10250 }, { "epoch": 102.75, "learning_rate": 1.8815822784810128e-05, "loss": 0.0001, "step": 10275 }, { "epoch": 103.0, "learning_rate": 1.88e-05, "loss": 0.0001, "step": 10300 }, { "epoch": 103.25, "learning_rate": 1.8784177215189875e-05, "loss": 0.0001, "step": 10325 }, { "epoch": 103.5, "learning_rate": 1.8768354430379747e-05, "loss": 0.0001, "step": 10350 }, { "epoch": 103.75, "learning_rate": 1.8752531645569622e-05, "loss": 0.0001, "step": 10375 }, { "epoch": 104.0, "learning_rate": 1.8736708860759494e-05, "loss": 0.0001, "step": 10400 }, { "epoch": 104.25, "learning_rate": 1.872088607594937e-05, "loss": 0.0001, "step": 10425 }, { "epoch": 104.5, "learning_rate": 1.870506329113924e-05, "loss": 0.0001, "step": 10450 }, { "epoch": 104.75, "learning_rate": 1.8689240506329113e-05, "loss": 0.0001, "step": 10475 }, { "epoch": 105.0, "learning_rate": 1.8673417721518988e-05, "loss": 0.0001, "step": 10500 }, { "epoch": 105.25, "learning_rate": 1.865759493670886e-05, "loss": 0.0001, "step": 10525 }, { "epoch": 105.5, "learning_rate": 1.8641772151898735e-05, "loss": 0.0001, "step": 10550 }, { "epoch": 105.75, "learning_rate": 1.8625949367088607e-05, "loss": 0.0001, "step": 10575 }, { "epoch": 106.0, "learning_rate": 1.8610126582278482e-05, "loss": 0.0001, "step": 10600 }, { "epoch": 106.25, "learning_rate": 1.8594303797468354e-05, "loss": 0.0001, "step": 10625 }, { "epoch": 106.5, "learning_rate": 1.8578481012658226e-05, "loss": 0.0001, "step": 10650 }, { "epoch": 106.75, "learning_rate": 1.85626582278481e-05, "loss": 0.0001, "step": 10675 }, { "epoch": 107.0, "learning_rate": 1.8546835443037973e-05, "loss": 0.0001, "step": 10700 }, { "epoch": 107.25, "learning_rate": 1.8531012658227852e-05, "loss": 0.0001, "step": 10725 }, { "epoch": 107.5, "learning_rate": 1.8515189873417724e-05, "loss": 0.0001, "step": 10750 }, { "epoch": 107.75, "learning_rate": 1.8499367088607596e-05, "loss": 0.0001, "step": 10775 }, { "epoch": 108.0, "learning_rate": 1.848354430379747e-05, "loss": 0.0001, "step": 10800 }, { "epoch": 108.25, "learning_rate": 1.8467721518987343e-05, "loss": 0.0001, "step": 10825 }, { "epoch": 108.5, "learning_rate": 1.8451898734177218e-05, "loss": 0.0001, "step": 10850 }, { "epoch": 108.75, "learning_rate": 1.843607594936709e-05, "loss": 0.0001, "step": 10875 }, { "epoch": 109.0, "learning_rate": 1.8420253164556965e-05, "loss": 0.0001, "step": 10900 }, { "epoch": 109.25, "learning_rate": 1.8404430379746837e-05, "loss": 0.0001, "step": 10925 }, { "epoch": 109.5, "learning_rate": 1.838860759493671e-05, "loss": 0.0001, "step": 10950 }, { "epoch": 109.75, "learning_rate": 1.8372784810126584e-05, "loss": 0.0001, "step": 10975 }, { "epoch": 110.0, "learning_rate": 1.8356962025316456e-05, "loss": 0.0001, "step": 11000 }, { "epoch": 110.0, "eval_loss": 0.420736163854599, "eval_runtime": 158.9284, "eval_samples_per_second": 80.174, "eval_steps_per_second": 1.258, "eval_wer": 16.241988432077537, "step": 11000 }, { "epoch": 110.25, "learning_rate": 1.834113924050633e-05, "loss": 0.0001, "step": 11025 }, { "epoch": 110.5, "learning_rate": 1.8325316455696203e-05, "loss": 0.0001, "step": 11050 }, { "epoch": 110.75, "learning_rate": 1.830949367088608e-05, "loss": 0.0001, "step": 11075 }, { "epoch": 111.0, "learning_rate": 1.829367088607595e-05, "loss": 0.0001, "step": 11100 }, { "epoch": 111.25, "learning_rate": 1.8277848101265822e-05, "loss": 0.0001, "step": 11125 }, { "epoch": 111.5, "learning_rate": 1.8262025316455698e-05, "loss": 0.0001, "step": 11150 }, { "epoch": 111.75, "learning_rate": 1.824620253164557e-05, "loss": 0.0001, "step": 11175 }, { "epoch": 112.0, "learning_rate": 1.8230379746835445e-05, "loss": 0.0001, "step": 11200 }, { "epoch": 112.25, "learning_rate": 1.8214556962025317e-05, "loss": 0.0001, "step": 11225 }, { "epoch": 112.5, "learning_rate": 1.8198734177215192e-05, "loss": 0.0001, "step": 11250 }, { "epoch": 112.75, "learning_rate": 1.8182911392405064e-05, "loss": 0.0001, "step": 11275 }, { "epoch": 113.0, "learning_rate": 1.8167088607594936e-05, "loss": 0.0001, "step": 11300 }, { "epoch": 113.25, "learning_rate": 1.815126582278481e-05, "loss": 0.0001, "step": 11325 }, { "epoch": 113.5, "learning_rate": 1.8135443037974683e-05, "loss": 0.0001, "step": 11350 }, { "epoch": 113.75, "learning_rate": 1.8119620253164558e-05, "loss": 0.0001, "step": 11375 }, { "epoch": 114.0, "learning_rate": 1.810379746835443e-05, "loss": 0.0001, "step": 11400 }, { "epoch": 114.25, "learning_rate": 1.8087974683544305e-05, "loss": 0.0001, "step": 11425 }, { "epoch": 114.5, "learning_rate": 1.8072151898734177e-05, "loss": 0.0001, "step": 11450 }, { "epoch": 114.75, "learning_rate": 1.805632911392405e-05, "loss": 0.0001, "step": 11475 }, { "epoch": 115.0, "learning_rate": 1.8040506329113924e-05, "loss": 0.0001, "step": 11500 }, { "epoch": 115.25, "learning_rate": 1.8024683544303796e-05, "loss": 0.0001, "step": 11525 }, { "epoch": 115.5, "learning_rate": 1.8008860759493675e-05, "loss": 0.0001, "step": 11550 }, { "epoch": 115.75, "learning_rate": 1.7993037974683547e-05, "loss": 0.0001, "step": 11575 }, { "epoch": 116.0, "learning_rate": 1.797721518987342e-05, "loss": 0.0001, "step": 11600 }, { "epoch": 116.25, "learning_rate": 1.7961392405063294e-05, "loss": 0.0001, "step": 11625 }, { "epoch": 116.5, "learning_rate": 1.7945569620253166e-05, "loss": 0.0001, "step": 11650 }, { "epoch": 116.75, "learning_rate": 1.792974683544304e-05, "loss": 0.0001, "step": 11675 }, { "epoch": 117.0, "learning_rate": 1.7913924050632913e-05, "loss": 0.0001, "step": 11700 }, { "epoch": 117.25, "learning_rate": 1.7898101265822788e-05, "loss": 0.0001, "step": 11725 }, { "epoch": 117.5, "learning_rate": 1.788227848101266e-05, "loss": 0.0001, "step": 11750 }, { "epoch": 117.75, "learning_rate": 1.786645569620253e-05, "loss": 0.0001, "step": 11775 }, { "epoch": 118.0, "learning_rate": 1.7850632911392407e-05, "loss": 0.0001, "step": 11800 }, { "epoch": 118.25, "learning_rate": 1.783481012658228e-05, "loss": 0.0, "step": 11825 }, { "epoch": 118.5, "learning_rate": 1.7818987341772154e-05, "loss": 0.0, "step": 11850 }, { "epoch": 118.75, "learning_rate": 1.7803164556962026e-05, "loss": 0.0001, "step": 11875 }, { "epoch": 119.0, "learning_rate": 1.77873417721519e-05, "loss": 0.0001, "step": 11900 }, { "epoch": 119.25, "learning_rate": 1.7771518987341773e-05, "loss": 0.0, "step": 11925 }, { "epoch": 119.5, "learning_rate": 1.7755696202531645e-05, "loss": 0.0001, "step": 11950 }, { "epoch": 119.75, "learning_rate": 1.773987341772152e-05, "loss": 0.0, "step": 11975 }, { "epoch": 120.0, "learning_rate": 1.7724050632911392e-05, "loss": 0.0001, "step": 12000 }, { "epoch": 120.0, "eval_loss": 0.43533626198768616, "eval_runtime": 158.8725, "eval_samples_per_second": 80.203, "eval_steps_per_second": 1.259, "eval_wer": 16.28790839455995, "step": 12000 }, { "epoch": 120.25, "learning_rate": 1.7708227848101267e-05, "loss": 0.0001, "step": 12025 }, { "epoch": 120.5, "learning_rate": 1.769240506329114e-05, "loss": 0.0, "step": 12050 }, { "epoch": 120.75, "learning_rate": 1.7676582278481015e-05, "loss": 0.0, "step": 12075 }, { "epoch": 121.0, "learning_rate": 1.7660759493670886e-05, "loss": 0.0001, "step": 12100 }, { "epoch": 121.25, "learning_rate": 1.7644936708860758e-05, "loss": 0.0, "step": 12125 }, { "epoch": 121.5, "learning_rate": 1.7629113924050634e-05, "loss": 0.0, "step": 12150 }, { "epoch": 121.75, "learning_rate": 1.7613291139240505e-05, "loss": 0.0001, "step": 12175 }, { "epoch": 122.0, "learning_rate": 1.759746835443038e-05, "loss": 0.0, "step": 12200 }, { "epoch": 122.25, "learning_rate": 1.7581645569620253e-05, "loss": 0.0, "step": 12225 }, { "epoch": 122.5, "learning_rate": 1.7565822784810128e-05, "loss": 0.0, "step": 12250 }, { "epoch": 122.75, "learning_rate": 1.755e-05, "loss": 0.0, "step": 12275 }, { "epoch": 123.0, "learning_rate": 1.753417721518987e-05, "loss": 0.0, "step": 12300 }, { "epoch": 123.25, "learning_rate": 1.7518354430379747e-05, "loss": 0.0, "step": 12325 }, { "epoch": 123.5, "learning_rate": 1.750253164556962e-05, "loss": 0.0, "step": 12350 }, { "epoch": 123.75, "learning_rate": 1.7486708860759497e-05, "loss": 0.0, "step": 12375 }, { "epoch": 124.0, "learning_rate": 1.747088607594937e-05, "loss": 0.0, "step": 12400 }, { "epoch": 124.25, "learning_rate": 1.745506329113924e-05, "loss": 0.0, "step": 12425 }, { "epoch": 124.5, "learning_rate": 1.7439240506329116e-05, "loss": 0.0, "step": 12450 }, { "epoch": 124.75, "learning_rate": 1.7423417721518988e-05, "loss": 0.0, "step": 12475 }, { "epoch": 125.0, "learning_rate": 1.7407594936708863e-05, "loss": 0.0, "step": 12500 }, { "epoch": 125.25, "learning_rate": 1.7391772151898735e-05, "loss": 0.0, "step": 12525 }, { "epoch": 125.5, "learning_rate": 1.737594936708861e-05, "loss": 0.0, "step": 12550 }, { "epoch": 125.75, "learning_rate": 1.7360126582278483e-05, "loss": 0.0, "step": 12575 }, { "epoch": 126.0, "learning_rate": 1.7344303797468354e-05, "loss": 0.0, "step": 12600 }, { "epoch": 126.25, "learning_rate": 1.732848101265823e-05, "loss": 0.0, "step": 12625 }, { "epoch": 126.5, "learning_rate": 1.73126582278481e-05, "loss": 0.0, "step": 12650 }, { "epoch": 126.75, "learning_rate": 1.7296835443037977e-05, "loss": 0.0, "step": 12675 }, { "epoch": 127.0, "learning_rate": 1.728101265822785e-05, "loss": 0.0, "step": 12700 }, { "epoch": 127.25, "learning_rate": 1.7265189873417724e-05, "loss": 0.0, "step": 12725 }, { "epoch": 127.5, "learning_rate": 1.7249367088607596e-05, "loss": 0.0, "step": 12750 }, { "epoch": 127.75, "learning_rate": 1.7233544303797468e-05, "loss": 0.0001, "step": 12775 }, { "epoch": 128.0, "learning_rate": 1.7217721518987343e-05, "loss": 0.0, "step": 12800 }, { "epoch": 128.25, "learning_rate": 1.7201898734177215e-05, "loss": 0.0, "step": 12825 }, { "epoch": 128.5, "learning_rate": 1.718607594936709e-05, "loss": 0.0, "step": 12850 }, { "epoch": 128.75, "learning_rate": 1.7170253164556962e-05, "loss": 0.0, "step": 12875 }, { "epoch": 129.0, "learning_rate": 1.7154430379746837e-05, "loss": 0.0, "step": 12900 }, { "epoch": 129.25, "learning_rate": 1.713860759493671e-05, "loss": 0.0, "step": 12925 }, { "epoch": 129.5, "learning_rate": 1.712278481012658e-05, "loss": 0.0, "step": 12950 }, { "epoch": 129.75, "learning_rate": 1.7106962025316456e-05, "loss": 0.0, "step": 12975 }, { "epoch": 130.0, "learning_rate": 1.7091139240506328e-05, "loss": 0.0, "step": 13000 }, { "epoch": 130.0, "eval_loss": 0.4501500725746155, "eval_runtime": 161.2897, "eval_samples_per_second": 79.001, "eval_steps_per_second": 1.24, "eval_wer": 16.369978114741286, "step": 13000 }, { "epoch": 130.25, "learning_rate": 1.7075316455696203e-05, "loss": 0.0, "step": 13025 }, { "epoch": 130.5, "learning_rate": 1.7059493670886075e-05, "loss": 0.0, "step": 13050 }, { "epoch": 130.75, "learning_rate": 1.704367088607595e-05, "loss": 0.0, "step": 13075 }, { "epoch": 131.0, "learning_rate": 1.7027848101265822e-05, "loss": 0.0, "step": 13100 }, { "epoch": 131.25, "learning_rate": 1.7012025316455694e-05, "loss": 0.0, "step": 13125 }, { "epoch": 131.5, "learning_rate": 1.699620253164557e-05, "loss": 0.0, "step": 13150 }, { "epoch": 131.75, "learning_rate": 1.698037974683544e-05, "loss": 0.0, "step": 13175 }, { "epoch": 132.0, "learning_rate": 1.696455696202532e-05, "loss": 0.0, "step": 13200 }, { "epoch": 132.25, "learning_rate": 1.6948734177215192e-05, "loss": 0.0, "step": 13225 }, { "epoch": 132.5, "learning_rate": 1.6932911392405064e-05, "loss": 0.0, "step": 13250 }, { "epoch": 132.75, "learning_rate": 1.691708860759494e-05, "loss": 0.0, "step": 13275 }, { "epoch": 133.0, "learning_rate": 1.690126582278481e-05, "loss": 0.0, "step": 13300 }, { "epoch": 133.25, "learning_rate": 1.6885443037974686e-05, "loss": 0.0, "step": 13325 }, { "epoch": 133.5, "learning_rate": 1.6869620253164558e-05, "loss": 0.0, "step": 13350 }, { "epoch": 133.75, "learning_rate": 1.6853797468354433e-05, "loss": 0.0, "step": 13375 }, { "epoch": 134.0, "learning_rate": 1.6837974683544305e-05, "loss": 0.0, "step": 13400 }, { "epoch": 134.25, "learning_rate": 1.6822151898734177e-05, "loss": 0.0, "step": 13425 }, { "epoch": 134.5, "learning_rate": 1.6806329113924052e-05, "loss": 0.0, "step": 13450 }, { "epoch": 134.75, "learning_rate": 1.6790506329113924e-05, "loss": 0.0, "step": 13475 }, { "epoch": 135.0, "learning_rate": 1.67746835443038e-05, "loss": 0.0, "step": 13500 }, { "epoch": 135.25, "learning_rate": 1.675886075949367e-05, "loss": 0.0, "step": 13525 }, { "epoch": 135.5, "learning_rate": 1.6743037974683547e-05, "loss": 0.0, "step": 13550 }, { "epoch": 135.75, "learning_rate": 1.672721518987342e-05, "loss": 0.0, "step": 13575 }, { "epoch": 136.0, "learning_rate": 1.671139240506329e-05, "loss": 0.0, "step": 13600 }, { "epoch": 136.25, "learning_rate": 1.6695569620253166e-05, "loss": 0.0, "step": 13625 }, { "epoch": 136.5, "learning_rate": 1.6679746835443038e-05, "loss": 0.0, "step": 13650 }, { "epoch": 136.75, "learning_rate": 1.6663924050632913e-05, "loss": 0.0, "step": 13675 }, { "epoch": 137.0, "learning_rate": 1.6648101265822785e-05, "loss": 0.0, "step": 13700 }, { "epoch": 137.25, "learning_rate": 1.663227848101266e-05, "loss": 0.0, "step": 13725 }, { "epoch": 137.5, "learning_rate": 1.6616455696202532e-05, "loss": 0.0, "step": 13750 }, { "epoch": 137.75, "learning_rate": 1.6600632911392404e-05, "loss": 0.0, "step": 13775 }, { "epoch": 138.0, "learning_rate": 1.658481012658228e-05, "loss": 0.0, "step": 13800 }, { "epoch": 138.25, "learning_rate": 1.656898734177215e-05, "loss": 0.0, "step": 13825 }, { "epoch": 138.5, "learning_rate": 1.6553164556962026e-05, "loss": 0.0, "step": 13850 }, { "epoch": 138.75, "learning_rate": 1.6537341772151898e-05, "loss": 0.0, "step": 13875 }, { "epoch": 139.0, "learning_rate": 1.6521518987341773e-05, "loss": 0.0, "step": 13900 }, { "epoch": 139.25, "learning_rate": 1.6505696202531645e-05, "loss": 0.0, "step": 13925 }, { "epoch": 139.5, "learning_rate": 1.6489873417721517e-05, "loss": 0.0, "step": 13950 }, { "epoch": 139.75, "learning_rate": 1.6474050632911392e-05, "loss": 0.0, "step": 13975 }, { "epoch": 140.0, "learning_rate": 1.6458227848101264e-05, "loss": 0.0, "step": 14000 }, { "epoch": 140.0, "eval_loss": 0.4653187692165375, "eval_runtime": 162.4767, "eval_samples_per_second": 78.424, "eval_steps_per_second": 1.231, "eval_wer": 16.508715022666877, "step": 14000 }, { "epoch": 140.25, "learning_rate": 1.6442405063291143e-05, "loss": 0.0, "step": 14025 }, { "epoch": 140.5, "learning_rate": 1.6426582278481015e-05, "loss": 0.0, "step": 14050 }, { "epoch": 140.75, "learning_rate": 1.6410759493670887e-05, "loss": 0.0, "step": 14075 }, { "epoch": 141.0, "learning_rate": 1.6394936708860762e-05, "loss": 0.0, "step": 14100 }, { "epoch": 141.25, "learning_rate": 1.6379113924050634e-05, "loss": 0.0, "step": 14125 }, { "epoch": 141.5, "learning_rate": 1.636329113924051e-05, "loss": 0.0, "step": 14150 }, { "epoch": 141.75, "learning_rate": 1.634746835443038e-05, "loss": 0.0, "step": 14175 }, { "epoch": 142.0, "learning_rate": 1.6331645569620256e-05, "loss": 0.0, "step": 14200 }, { "epoch": 142.25, "learning_rate": 1.6315822784810128e-05, "loss": 0.0, "step": 14225 }, { "epoch": 142.5, "learning_rate": 1.63e-05, "loss": 0.0, "step": 14250 }, { "epoch": 142.75, "learning_rate": 1.6284177215189875e-05, "loss": 0.0, "step": 14275 }, { "epoch": 143.0, "learning_rate": 1.6268354430379747e-05, "loss": 0.0, "step": 14300 }, { "epoch": 143.25, "learning_rate": 1.6252531645569622e-05, "loss": 0.0, "step": 14325 }, { "epoch": 143.5, "learning_rate": 1.6236708860759494e-05, "loss": 0.0, "step": 14350 }, { "epoch": 143.75, "learning_rate": 1.622088607594937e-05, "loss": 0.0, "step": 14375 }, { "epoch": 144.0, "learning_rate": 1.620506329113924e-05, "loss": 0.0, "step": 14400 }, { "epoch": 144.25, "learning_rate": 1.6189240506329113e-05, "loss": 0.0, "step": 14425 }, { "epoch": 144.5, "learning_rate": 1.617341772151899e-05, "loss": 0.0, "step": 14450 }, { "epoch": 144.75, "learning_rate": 1.615759493670886e-05, "loss": 0.0, "step": 14475 }, { "epoch": 145.0, "learning_rate": 1.6141772151898735e-05, "loss": 0.0, "step": 14500 }, { "epoch": 145.25, "learning_rate": 1.6125949367088607e-05, "loss": 0.0, "step": 14525 }, { "epoch": 145.5, "learning_rate": 1.6110126582278483e-05, "loss": 0.0, "step": 14550 }, { "epoch": 145.75, "learning_rate": 1.6094303797468354e-05, "loss": 0.0, "step": 14575 }, { "epoch": 146.0, "learning_rate": 1.6078481012658226e-05, "loss": 0.0, "step": 14600 }, { "epoch": 146.25, "learning_rate": 1.60626582278481e-05, "loss": 0.0, "step": 14625 }, { "epoch": 146.5, "learning_rate": 1.6046835443037974e-05, "loss": 0.0, "step": 14650 }, { "epoch": 146.75, "learning_rate": 1.603101265822785e-05, "loss": 0.0, "step": 14675 }, { "epoch": 147.0, "learning_rate": 1.601518987341772e-05, "loss": 0.0, "step": 14700 }, { "epoch": 147.25, "learning_rate": 1.5999367088607596e-05, "loss": 0.0, "step": 14725 }, { "epoch": 147.5, "learning_rate": 1.5983544303797468e-05, "loss": 0.0, "step": 14750 }, { "epoch": 147.75, "learning_rate": 1.5967721518987343e-05, "loss": 0.0, "step": 14775 }, { "epoch": 148.0, "learning_rate": 1.5951898734177215e-05, "loss": 0.0, "step": 14800 }, { "epoch": 148.25, "learning_rate": 1.5936075949367087e-05, "loss": 0.0, "step": 14825 }, { "epoch": 148.5, "learning_rate": 1.5920253164556965e-05, "loss": 0.0, "step": 14850 }, { "epoch": 148.75, "learning_rate": 1.5904430379746837e-05, "loss": 0.0, "step": 14875 }, { "epoch": 149.0, "learning_rate": 1.588860759493671e-05, "loss": 0.0, "step": 14900 }, { "epoch": 149.25, "learning_rate": 1.5872784810126584e-05, "loss": 0.0, "step": 14925 }, { "epoch": 149.5, "learning_rate": 1.5856962025316456e-05, "loss": 0.0, "step": 14950 }, { "epoch": 149.75, "learning_rate": 1.584113924050633e-05, "loss": 0.0, "step": 14975 }, { "epoch": 150.0, "learning_rate": 1.5825316455696203e-05, "loss": 0.0, "step": 15000 }, { "epoch": 150.0, "eval_loss": 0.4805411398410797, "eval_runtime": 160.7538, "eval_samples_per_second": 79.264, "eval_steps_per_second": 1.244, "eval_wer": 16.43934656870408, "step": 15000 }, { "epoch": 150.25, "learning_rate": 1.580949367088608e-05, "loss": 0.0, "step": 15025 }, { "epoch": 150.5, "learning_rate": 1.579367088607595e-05, "loss": 0.0, "step": 15050 }, { "epoch": 150.75, "learning_rate": 1.5777848101265822e-05, "loss": 0.0, "step": 15075 }, { "epoch": 151.0, "learning_rate": 1.5762025316455698e-05, "loss": 0.0, "step": 15100 }, { "epoch": 151.25, "learning_rate": 1.574620253164557e-05, "loss": 0.0, "step": 15125 }, { "epoch": 151.5, "learning_rate": 1.5730379746835445e-05, "loss": 0.0, "step": 15150 }, { "epoch": 151.75, "learning_rate": 1.5714556962025317e-05, "loss": 0.0, "step": 15175 }, { "epoch": 152.0, "learning_rate": 1.5698734177215192e-05, "loss": 0.0, "step": 15200 }, { "epoch": 152.25, "learning_rate": 1.5682911392405064e-05, "loss": 0.0, "step": 15225 }, { "epoch": 152.5, "learning_rate": 1.5667088607594936e-05, "loss": 0.0, "step": 15250 }, { "epoch": 152.75, "learning_rate": 1.565126582278481e-05, "loss": 0.0, "step": 15275 }, { "epoch": 153.0, "learning_rate": 1.5635443037974683e-05, "loss": 0.0, "step": 15300 }, { "epoch": 153.25, "learning_rate": 1.5619620253164558e-05, "loss": 0.0, "step": 15325 }, { "epoch": 153.5, "learning_rate": 1.560379746835443e-05, "loss": 0.0, "step": 15350 }, { "epoch": 153.75, "learning_rate": 1.5587974683544305e-05, "loss": 0.0, "step": 15375 }, { "epoch": 154.0, "learning_rate": 1.5572151898734177e-05, "loss": 0.0, "step": 15400 }, { "epoch": 154.25, "learning_rate": 1.5556329113924052e-05, "loss": 0.0, "step": 15425 }, { "epoch": 154.5, "learning_rate": 1.5540506329113924e-05, "loss": 0.0, "step": 15450 }, { "epoch": 154.75, "learning_rate": 1.5524683544303796e-05, "loss": 0.0, "step": 15475 }, { "epoch": 155.0, "learning_rate": 1.550886075949367e-05, "loss": 0.0, "step": 15500 }, { "epoch": 155.25, "learning_rate": 1.5493037974683543e-05, "loss": 0.0, "step": 15525 }, { "epoch": 155.5, "learning_rate": 1.547721518987342e-05, "loss": 0.0, "step": 15550 }, { "epoch": 155.75, "learning_rate": 1.546139240506329e-05, "loss": 0.0, "step": 15575 }, { "epoch": 156.0, "learning_rate": 1.5445569620253166e-05, "loss": 0.0, "step": 15600 }, { "epoch": 156.25, "learning_rate": 1.5429746835443038e-05, "loss": 0.0, "step": 15625 }, { "epoch": 156.5, "learning_rate": 1.541392405063291e-05, "loss": 0.0, "step": 15650 }, { "epoch": 156.75, "learning_rate": 1.5398101265822788e-05, "loss": 0.0, "step": 15675 }, { "epoch": 157.0, "learning_rate": 1.538227848101266e-05, "loss": 0.0, "step": 15700 }, { "epoch": 157.25, "learning_rate": 1.5366455696202532e-05, "loss": 0.0, "step": 15725 }, { "epoch": 157.5, "learning_rate": 1.5350632911392407e-05, "loss": 0.0, "step": 15750 }, { "epoch": 157.75, "learning_rate": 1.533481012658228e-05, "loss": 0.0, "step": 15775 }, { "epoch": 158.0, "learning_rate": 1.5318987341772154e-05, "loss": 0.0, "step": 15800 }, { "epoch": 158.25, "learning_rate": 1.5303164556962026e-05, "loss": 0.0, "step": 15825 }, { "epoch": 158.5, "learning_rate": 1.52873417721519e-05, "loss": 0.0, "step": 15850 }, { "epoch": 158.75, "learning_rate": 1.5271518987341773e-05, "loss": 0.0, "step": 15875 }, { "epoch": 159.0, "learning_rate": 1.5255696202531647e-05, "loss": 0.0, "step": 15900 }, { "epoch": 159.25, "learning_rate": 1.523987341772152e-05, "loss": 0.0, "step": 15925 }, { "epoch": 159.5, "learning_rate": 1.5224050632911394e-05, "loss": 0.0, "step": 15950 }, { "epoch": 159.75, "learning_rate": 1.5208227848101268e-05, "loss": 0.0, "step": 15975 }, { "epoch": 160.0, "learning_rate": 1.519240506329114e-05, "loss": 0.0, "step": 16000 }, { "epoch": 160.0, "eval_loss": 0.49637511372566223, "eval_runtime": 159.1982, "eval_samples_per_second": 80.039, "eval_steps_per_second": 1.256, "eval_wer": 16.494059715491638, "step": 16000 }, { "epoch": 160.25, "learning_rate": 1.5176582278481013e-05, "loss": 0.0, "step": 16025 }, { "epoch": 160.5, "learning_rate": 1.5160759493670887e-05, "loss": 0.0, "step": 16050 }, { "epoch": 160.75, "learning_rate": 1.514493670886076e-05, "loss": 0.0, "step": 16075 }, { "epoch": 161.0, "learning_rate": 1.5129113924050634e-05, "loss": 0.0, "step": 16100 }, { "epoch": 161.25, "learning_rate": 1.5113291139240507e-05, "loss": 0.0, "step": 16125 }, { "epoch": 161.5, "learning_rate": 1.5097468354430381e-05, "loss": 0.0, "step": 16150 }, { "epoch": 161.75, "learning_rate": 1.5081645569620253e-05, "loss": 0.0, "step": 16175 }, { "epoch": 162.0, "learning_rate": 1.5065822784810126e-05, "loss": 0.0, "step": 16200 }, { "epoch": 162.25, "learning_rate": 1.505e-05, "loss": 0.0, "step": 16225 }, { "epoch": 162.5, "learning_rate": 1.5034177215189873e-05, "loss": 0.0, "step": 16250 }, { "epoch": 162.75, "learning_rate": 1.5018354430379747e-05, "loss": 0.0, "step": 16275 }, { "epoch": 163.0, "learning_rate": 1.500253164556962e-05, "loss": 0.0, "step": 16300 }, { "epoch": 163.25, "learning_rate": 1.4986708860759494e-05, "loss": 0.0, "step": 16325 }, { "epoch": 163.5, "learning_rate": 1.4970886075949366e-05, "loss": 0.0, "step": 16350 }, { "epoch": 163.75, "learning_rate": 1.495506329113924e-05, "loss": 0.0, "step": 16375 }, { "epoch": 164.0, "learning_rate": 1.4939240506329113e-05, "loss": 0.0, "step": 16400 }, { "epoch": 164.25, "learning_rate": 1.4923417721518987e-05, "loss": 0.0, "step": 16425 }, { "epoch": 164.5, "learning_rate": 1.490759493670886e-05, "loss": 0.0, "step": 16450 }, { "epoch": 164.75, "learning_rate": 1.4891772151898734e-05, "loss": 0.0, "step": 16475 }, { "epoch": 165.0, "learning_rate": 1.487594936708861e-05, "loss": 0.0, "step": 16500 }, { "epoch": 165.25, "learning_rate": 1.4860126582278483e-05, "loss": 0.0, "step": 16525 }, { "epoch": 165.5, "learning_rate": 1.4844303797468356e-05, "loss": 0.0, "step": 16550 }, { "epoch": 165.75, "learning_rate": 1.482848101265823e-05, "loss": 0.0, "step": 16575 }, { "epoch": 166.0, "learning_rate": 1.4812658227848103e-05, "loss": 0.0, "step": 16600 }, { "epoch": 166.25, "learning_rate": 1.4796835443037977e-05, "loss": 0.0, "step": 16625 }, { "epoch": 166.5, "learning_rate": 1.4781012658227849e-05, "loss": 0.0, "step": 16650 }, { "epoch": 166.75, "learning_rate": 1.4765189873417722e-05, "loss": 0.0, "step": 16675 }, { "epoch": 167.0, "learning_rate": 1.4749367088607596e-05, "loss": 0.0, "step": 16700 }, { "epoch": 167.25, "learning_rate": 1.473354430379747e-05, "loss": 0.0, "step": 16725 }, { "epoch": 167.5, "learning_rate": 1.4717721518987343e-05, "loss": 0.0, "step": 16750 }, { "epoch": 167.75, "learning_rate": 1.4701898734177217e-05, "loss": 0.0, "step": 16775 }, { "epoch": 168.0, "learning_rate": 1.468607594936709e-05, "loss": 0.0, "step": 16800 }, { "epoch": 168.25, "learning_rate": 1.4670253164556962e-05, "loss": 0.0, "step": 16825 }, { "epoch": 168.5, "learning_rate": 1.4654430379746836e-05, "loss": 0.0, "step": 16850 }, { "epoch": 168.75, "learning_rate": 1.463860759493671e-05, "loss": 0.0, "step": 16875 }, { "epoch": 169.0, "learning_rate": 1.4622784810126583e-05, "loss": 0.0, "step": 16900 }, { "epoch": 169.25, "learning_rate": 1.4606962025316456e-05, "loss": 0.0, "step": 16925 }, { "epoch": 169.5, "learning_rate": 1.459113924050633e-05, "loss": 0.0, "step": 16950 }, { "epoch": 169.75, "learning_rate": 1.4575316455696204e-05, "loss": 0.0, "step": 16975 }, { "epoch": 170.0, "learning_rate": 1.4559493670886075e-05, "loss": 0.0, "step": 17000 }, { "epoch": 170.0, "eval_loss": 0.5127857327461243, "eval_runtime": 157.5862, "eval_samples_per_second": 80.857, "eval_steps_per_second": 1.269, "eval_wer": 16.510669063623574, "step": 17000 }, { "epoch": 170.25, "learning_rate": 1.4543670886075949e-05, "loss": 0.0, "step": 17025 }, { "epoch": 170.5, "learning_rate": 1.4527848101265823e-05, "loss": 0.0, "step": 17050 }, { "epoch": 170.75, "learning_rate": 1.4512025316455696e-05, "loss": 0.0, "step": 17075 }, { "epoch": 171.0, "learning_rate": 1.449620253164557e-05, "loss": 0.0, "step": 17100 }, { "epoch": 171.25, "learning_rate": 1.4480379746835443e-05, "loss": 0.0, "step": 17125 }, { "epoch": 171.5, "learning_rate": 1.4464556962025317e-05, "loss": 0.0, "step": 17150 }, { "epoch": 171.75, "learning_rate": 1.444873417721519e-05, "loss": 0.0, "step": 17175 }, { "epoch": 172.0, "learning_rate": 1.4432911392405062e-05, "loss": 0.0, "step": 17200 }, { "epoch": 172.25, "learning_rate": 1.4417088607594936e-05, "loss": 0.0, "step": 17225 }, { "epoch": 172.5, "learning_rate": 1.440126582278481e-05, "loss": 0.0, "step": 17250 }, { "epoch": 172.75, "learning_rate": 1.4385443037974683e-05, "loss": 0.0, "step": 17275 }, { "epoch": 173.0, "learning_rate": 1.4369620253164557e-05, "loss": 0.0, "step": 17300 }, { "epoch": 173.25, "learning_rate": 1.4353797468354432e-05, "loss": 0.0, "step": 17325 }, { "epoch": 173.5, "learning_rate": 1.4337974683544305e-05, "loss": 0.0, "step": 17350 }, { "epoch": 173.75, "learning_rate": 1.4322151898734179e-05, "loss": 0.0, "step": 17375 }, { "epoch": 174.0, "learning_rate": 1.4306329113924053e-05, "loss": 0.0, "step": 17400 }, { "epoch": 174.25, "learning_rate": 1.4290506329113926e-05, "loss": 0.0, "step": 17425 }, { "epoch": 174.5, "learning_rate": 1.42746835443038e-05, "loss": 0.0, "step": 17450 }, { "epoch": 174.75, "learning_rate": 1.4258860759493672e-05, "loss": 0.0, "step": 17475 }, { "epoch": 175.0, "learning_rate": 1.4243037974683545e-05, "loss": 0.0, "step": 17500 }, { "epoch": 175.25, "learning_rate": 1.4227215189873419e-05, "loss": 0.0, "step": 17525 }, { "epoch": 175.5, "learning_rate": 1.4211392405063292e-05, "loss": 0.0, "step": 17550 }, { "epoch": 175.75, "learning_rate": 1.4195569620253166e-05, "loss": 0.0, "step": 17575 }, { "epoch": 176.0, "learning_rate": 1.417974683544304e-05, "loss": 0.0, "step": 17600 }, { "epoch": 176.25, "learning_rate": 1.4163924050632913e-05, "loss": 0.0, "step": 17625 }, { "epoch": 176.5, "learning_rate": 1.4148101265822785e-05, "loss": 0.0, "step": 17650 }, { "epoch": 176.75, "learning_rate": 1.4132278481012658e-05, "loss": 0.0, "step": 17675 }, { "epoch": 177.0, "learning_rate": 1.4116455696202532e-05, "loss": 0.0, "step": 17700 }, { "epoch": 177.25, "learning_rate": 1.4100632911392406e-05, "loss": 0.0, "step": 17725 }, { "epoch": 177.5, "learning_rate": 1.408481012658228e-05, "loss": 0.0, "step": 17750 }, { "epoch": 177.75, "learning_rate": 1.4068987341772153e-05, "loss": 0.0, "step": 17775 }, { "epoch": 178.0, "learning_rate": 1.4053164556962026e-05, "loss": 0.0, "step": 17800 }, { "epoch": 178.25, "learning_rate": 1.40373417721519e-05, "loss": 0.0, "step": 17825 }, { "epoch": 178.5, "learning_rate": 1.4021518987341772e-05, "loss": 0.0, "step": 17850 }, { "epoch": 178.75, "learning_rate": 1.4005696202531645e-05, "loss": 0.0, "step": 17875 }, { "epoch": 179.0, "learning_rate": 1.3989873417721519e-05, "loss": 0.0, "step": 17900 }, { "epoch": 179.25, "learning_rate": 1.3974050632911392e-05, "loss": 0.0, "step": 17925 }, { "epoch": 179.5, "learning_rate": 1.3958227848101266e-05, "loss": 0.0, "step": 17950 }, { "epoch": 179.75, "learning_rate": 1.394240506329114e-05, "loss": 0.0, "step": 17975 }, { "epoch": 180.0, "learning_rate": 1.3926582278481013e-05, "loss": 0.0, "step": 18000 }, { "epoch": 180.0, "eval_loss": 0.5284730792045593, "eval_runtime": 160.4225, "eval_samples_per_second": 79.428, "eval_steps_per_second": 1.247, "eval_wer": 16.637681725808974, "step": 18000 }, { "epoch": 180.25, "learning_rate": 1.3910759493670885e-05, "loss": 0.0, "step": 18025 }, { "epoch": 180.5, "learning_rate": 1.3894936708860759e-05, "loss": 0.0, "step": 18050 }, { "epoch": 180.75, "learning_rate": 1.3879113924050632e-05, "loss": 0.0, "step": 18075 }, { "epoch": 181.0, "learning_rate": 1.3863291139240506e-05, "loss": 0.0, "step": 18100 }, { "epoch": 181.25, "learning_rate": 1.384746835443038e-05, "loss": 0.0, "step": 18125 }, { "epoch": 181.5, "learning_rate": 1.3831645569620255e-05, "loss": 0.0, "step": 18150 }, { "epoch": 181.75, "learning_rate": 1.3815822784810128e-05, "loss": 0.0, "step": 18175 }, { "epoch": 182.0, "learning_rate": 1.3800000000000002e-05, "loss": 0.0, "step": 18200 }, { "epoch": 182.25, "learning_rate": 1.3784177215189875e-05, "loss": 0.0, "step": 18225 }, { "epoch": 182.5, "learning_rate": 1.3768987341772152e-05, "loss": 0.0, "step": 18250 }, { "epoch": 182.75, "learning_rate": 1.3753164556962026e-05, "loss": 0.0, "step": 18275 }, { "epoch": 183.0, "learning_rate": 1.37373417721519e-05, "loss": 0.0, "step": 18300 }, { "epoch": 183.25, "learning_rate": 1.3721518987341773e-05, "loss": 0.0, "step": 18325 }, { "epoch": 183.5, "learning_rate": 1.3705696202531645e-05, "loss": 0.0, "step": 18350 }, { "epoch": 183.75, "learning_rate": 1.3689873417721518e-05, "loss": 0.0, "step": 18375 }, { "epoch": 184.0, "learning_rate": 1.3674050632911392e-05, "loss": 0.0, "step": 18400 }, { "epoch": 184.25, "learning_rate": 1.3658227848101265e-05, "loss": 0.0, "step": 18425 }, { "epoch": 184.5, "learning_rate": 1.3642405063291139e-05, "loss": 0.0, "step": 18450 }, { "epoch": 184.75, "learning_rate": 1.3626582278481013e-05, "loss": 0.0, "step": 18475 }, { "epoch": 185.0, "learning_rate": 1.3610759493670886e-05, "loss": 0.0, "step": 18500 }, { "epoch": 185.25, "learning_rate": 1.3594936708860758e-05, "loss": 0.0, "step": 18525 }, { "epoch": 185.5, "learning_rate": 1.3579113924050635e-05, "loss": 0.0, "step": 18550 }, { "epoch": 185.75, "learning_rate": 1.3563291139240509e-05, "loss": 0.0, "step": 18575 }, { "epoch": 186.0, "learning_rate": 1.3547468354430382e-05, "loss": 0.0, "step": 18600 }, { "epoch": 186.25, "learning_rate": 1.3531645569620254e-05, "loss": 0.0, "step": 18625 }, { "epoch": 186.5, "learning_rate": 1.3515822784810128e-05, "loss": 0.0, "step": 18650 }, { "epoch": 186.75, "learning_rate": 1.3500000000000001e-05, "loss": 0.0, "step": 18675 }, { "epoch": 187.0, "learning_rate": 1.3484177215189875e-05, "loss": 0.0, "step": 18700 }, { "epoch": 187.25, "learning_rate": 1.3468354430379748e-05, "loss": 0.0, "step": 18725 }, { "epoch": 187.5, "learning_rate": 1.3452531645569622e-05, "loss": 0.0, "step": 18750 }, { "epoch": 187.75, "learning_rate": 1.3436708860759495e-05, "loss": 0.0, "step": 18775 }, { "epoch": 188.0, "learning_rate": 1.3420886075949369e-05, "loss": 0.0, "step": 18800 }, { "epoch": 188.25, "learning_rate": 1.3405063291139241e-05, "loss": 0.0, "step": 18825 }, { "epoch": 188.5, "learning_rate": 1.3389240506329114e-05, "loss": 0.0, "step": 18850 }, { "epoch": 188.75, "learning_rate": 1.3373417721518988e-05, "loss": 0.0, "step": 18875 }, { "epoch": 189.0, "learning_rate": 1.3357594936708862e-05, "loss": 0.0, "step": 18900 }, { "epoch": 189.25, "learning_rate": 1.3341772151898735e-05, "loss": 0.0, "step": 18925 }, { "epoch": 189.5, "learning_rate": 1.3325949367088609e-05, "loss": 0.0, "step": 18950 }, { "epoch": 189.75, "learning_rate": 1.3310126582278482e-05, "loss": 0.0, "step": 18975 }, { "epoch": 190.0, "learning_rate": 1.3294303797468354e-05, "loss": 0.0, "step": 19000 }, { "epoch": 190.0, "eval_loss": 0.5456529259681702, "eval_runtime": 157.826, "eval_samples_per_second": 80.734, "eval_steps_per_second": 1.267, "eval_wer": 16.657222135375957, "step": 19000 }, { "epoch": 190.25, "learning_rate": 1.3278481012658228e-05, "loss": 0.0, "step": 19025 }, { "epoch": 190.5, "learning_rate": 1.3262658227848101e-05, "loss": 0.0, "step": 19050 }, { "epoch": 190.75, "learning_rate": 1.3246835443037975e-05, "loss": 0.0, "step": 19075 }, { "epoch": 191.0, "learning_rate": 1.3231012658227848e-05, "loss": 0.0, "step": 19100 }, { "epoch": 191.25, "learning_rate": 1.3215189873417722e-05, "loss": 0.0, "step": 19125 }, { "epoch": 191.5, "learning_rate": 1.3199367088607596e-05, "loss": 0.0, "step": 19150 }, { "epoch": 191.75, "learning_rate": 1.3183544303797467e-05, "loss": 0.0, "step": 19175 }, { "epoch": 192.0, "learning_rate": 1.3167721518987341e-05, "loss": 0.0, "step": 19200 }, { "epoch": 192.25, "learning_rate": 1.3151898734177215e-05, "loss": 0.0, "step": 19225 }, { "epoch": 192.5, "learning_rate": 1.3136075949367088e-05, "loss": 0.0, "step": 19250 }, { "epoch": 192.75, "learning_rate": 1.3120253164556962e-05, "loss": 0.0, "step": 19275 }, { "epoch": 193.0, "learning_rate": 1.3104430379746835e-05, "loss": 0.0, "step": 19300 }, { "epoch": 193.25, "learning_rate": 1.3088607594936709e-05, "loss": 0.0, "step": 19325 }, { "epoch": 193.5, "learning_rate": 1.3072784810126584e-05, "loss": 0.0, "step": 19350 }, { "epoch": 193.75, "learning_rate": 1.3056962025316458e-05, "loss": 0.0, "step": 19375 }, { "epoch": 194.0, "learning_rate": 1.3041139240506331e-05, "loss": 0.0, "step": 19400 }, { "epoch": 194.25, "learning_rate": 1.3025316455696205e-05, "loss": 0.0, "step": 19425 }, { "epoch": 194.5, "learning_rate": 1.3009493670886078e-05, "loss": 0.0, "step": 19450 }, { "epoch": 194.75, "learning_rate": 1.299367088607595e-05, "loss": 0.0, "step": 19475 }, { "epoch": 195.0, "learning_rate": 1.2977848101265824e-05, "loss": 0.0, "step": 19500 }, { "epoch": 195.25, "learning_rate": 1.2962025316455697e-05, "loss": 0.0, "step": 19525 }, { "epoch": 195.5, "learning_rate": 1.2946202531645571e-05, "loss": 0.0, "step": 19550 }, { "epoch": 195.75, "learning_rate": 1.2930379746835445e-05, "loss": 0.0, "step": 19575 }, { "epoch": 196.0, "learning_rate": 1.2914556962025318e-05, "loss": 0.0, "step": 19600 }, { "epoch": 196.25, "learning_rate": 1.2898734177215192e-05, "loss": 0.0, "step": 19625 }, { "epoch": 196.5, "learning_rate": 1.2882911392405064e-05, "loss": 0.0, "step": 19650 }, { "epoch": 196.75, "learning_rate": 1.2867088607594937e-05, "loss": 0.0, "step": 19675 }, { "epoch": 197.0, "learning_rate": 1.285126582278481e-05, "loss": 0.0, "step": 19700 }, { "epoch": 197.25, "learning_rate": 1.2835443037974684e-05, "loss": 0.0, "step": 19725 }, { "epoch": 197.5, "learning_rate": 1.2819620253164558e-05, "loss": 0.0, "step": 19750 }, { "epoch": 197.75, "learning_rate": 1.2803797468354431e-05, "loss": 0.0, "step": 19775 }, { "epoch": 198.0, "learning_rate": 1.2787974683544305e-05, "loss": 0.0, "step": 19800 }, { "epoch": 198.25, "learning_rate": 1.2772151898734177e-05, "loss": 0.0, "step": 19825 }, { "epoch": 198.5, "learning_rate": 1.275632911392405e-05, "loss": 0.0, "step": 19850 }, { "epoch": 198.75, "learning_rate": 1.2740506329113924e-05, "loss": 0.0, "step": 19875 }, { "epoch": 199.0, "learning_rate": 1.2724683544303798e-05, "loss": 0.0, "step": 19900 }, { "epoch": 199.25, "learning_rate": 1.2711392405063291e-05, "loss": 0.0184, "step": 19925 }, { "epoch": 199.5, "learning_rate": 1.2695569620253165e-05, "loss": 0.0165, "step": 19950 }, { "epoch": 199.75, "learning_rate": 1.2679746835443037e-05, "loss": 0.0147, "step": 19975 }, { "epoch": 200.0, "learning_rate": 1.266392405063291e-05, "loss": 0.0102, "step": 20000 }, { "epoch": 200.0, "eval_loss": 0.4229086935520172, "eval_runtime": 160.3396, "eval_samples_per_second": 79.469, "eval_steps_per_second": 1.247, "eval_wer": 18.19016726590589, "step": 20000 }, { "epoch": 200.25, "learning_rate": 1.2648101265822784e-05, "loss": 0.0075, "step": 20025 }, { "epoch": 200.5, "learning_rate": 1.2632278481012658e-05, "loss": 0.0064, "step": 20050 }, { "epoch": 200.75, "learning_rate": 1.2616455696202531e-05, "loss": 0.0052, "step": 20075 }, { "epoch": 201.0, "learning_rate": 1.2600632911392405e-05, "loss": 0.0047, "step": 20100 }, { "epoch": 201.25, "learning_rate": 1.258481012658228e-05, "loss": 0.002, "step": 20125 }, { "epoch": 201.5, "learning_rate": 1.2568987341772154e-05, "loss": 0.0016, "step": 20150 }, { "epoch": 201.75, "learning_rate": 1.2553164556962027e-05, "loss": 0.0018, "step": 20175 }, { "epoch": 202.0, "learning_rate": 1.25373417721519e-05, "loss": 0.0014, "step": 20200 }, { "epoch": 202.25, "learning_rate": 1.2521518987341774e-05, "loss": 0.0006, "step": 20225 }, { "epoch": 202.5, "learning_rate": 1.2505696202531648e-05, "loss": 0.0008, "step": 20250 }, { "epoch": 202.75, "learning_rate": 1.248987341772152e-05, "loss": 0.0003, "step": 20275 }, { "epoch": 203.0, "learning_rate": 1.2474050632911392e-05, "loss": 0.0003, "step": 20300 }, { "epoch": 203.25, "learning_rate": 1.2458227848101267e-05, "loss": 0.0002, "step": 20325 }, { "epoch": 203.5, "learning_rate": 1.244240506329114e-05, "loss": 0.0002, "step": 20350 }, { "epoch": 203.75, "learning_rate": 1.2426582278481014e-05, "loss": 0.0002, "step": 20375 }, { "epoch": 204.0, "learning_rate": 1.2410759493670888e-05, "loss": 0.0001, "step": 20400 }, { "epoch": 204.25, "learning_rate": 1.2394936708860761e-05, "loss": 0.0001, "step": 20425 }, { "epoch": 204.5, "learning_rate": 1.2379113924050633e-05, "loss": 0.0002, "step": 20450 }, { "epoch": 204.75, "learning_rate": 1.2363291139240507e-05, "loss": 0.0001, "step": 20475 }, { "epoch": 205.0, "learning_rate": 1.234746835443038e-05, "loss": 0.0001, "step": 20500 }, { "epoch": 205.25, "learning_rate": 1.2331645569620254e-05, "loss": 0.0001, "step": 20525 }, { "epoch": 205.5, "learning_rate": 1.2315822784810127e-05, "loss": 0.0001, "step": 20550 }, { "epoch": 205.75, "learning_rate": 1.23e-05, "loss": 0.0001, "step": 20575 }, { "epoch": 206.0, "learning_rate": 1.2284177215189874e-05, "loss": 0.0001, "step": 20600 }, { "epoch": 206.25, "learning_rate": 1.2268354430379746e-05, "loss": 0.0001, "step": 20625 }, { "epoch": 206.5, "learning_rate": 1.225253164556962e-05, "loss": 0.0001, "step": 20650 }, { "epoch": 206.75, "learning_rate": 1.2236708860759493e-05, "loss": 0.0, "step": 20675 }, { "epoch": 207.0, "learning_rate": 1.2220886075949367e-05, "loss": 0.0, "step": 20700 }, { "epoch": 207.25, "learning_rate": 1.220506329113924e-05, "loss": 0.0, "step": 20725 }, { "epoch": 207.5, "learning_rate": 1.2189240506329116e-05, "loss": 0.0, "step": 20750 }, { "epoch": 207.75, "learning_rate": 1.2173417721518988e-05, "loss": 0.0, "step": 20775 }, { "epoch": 208.0, "learning_rate": 1.2157594936708861e-05, "loss": 0.0, "step": 20800 }, { "epoch": 208.25, "learning_rate": 1.2141772151898735e-05, "loss": 0.0, "step": 20825 }, { "epoch": 208.5, "learning_rate": 1.2125949367088608e-05, "loss": 0.0, "step": 20850 }, { "epoch": 208.75, "learning_rate": 1.2110126582278482e-05, "loss": 0.0, "step": 20875 }, { "epoch": 209.0, "learning_rate": 1.2094303797468356e-05, "loss": 0.0, "step": 20900 }, { "epoch": 209.25, "learning_rate": 1.2078481012658229e-05, "loss": 0.0, "step": 20925 }, { "epoch": 209.5, "learning_rate": 1.2062658227848101e-05, "loss": 0.0, "step": 20950 }, { "epoch": 209.75, "learning_rate": 1.2046835443037975e-05, "loss": 0.0, "step": 20975 }, { "epoch": 210.0, "learning_rate": 1.2031012658227848e-05, "loss": 0.0, "step": 21000 }, { "epoch": 210.0, "eval_loss": 0.4498037099838257, "eval_runtime": 159.2513, "eval_samples_per_second": 80.012, "eval_steps_per_second": 1.256, "eval_wer": 16.21170079724871, "step": 21000 }, { "epoch": 210.25, "learning_rate": 1.2015189873417722e-05, "loss": 0.0, "step": 21025 }, { "epoch": 210.5, "learning_rate": 1.1999367088607595e-05, "loss": 0.0, "step": 21050 }, { "epoch": 210.75, "learning_rate": 1.1983544303797469e-05, "loss": 0.0, "step": 21075 }, { "epoch": 211.0, "learning_rate": 1.1967721518987342e-05, "loss": 0.0, "step": 21100 }, { "epoch": 211.25, "learning_rate": 1.1951898734177216e-05, "loss": 0.0, "step": 21125 }, { "epoch": 211.5, "learning_rate": 1.193607594936709e-05, "loss": 0.0, "step": 21150 }, { "epoch": 211.75, "learning_rate": 1.1920253164556963e-05, "loss": 0.0, "step": 21175 }, { "epoch": 212.0, "learning_rate": 1.1904430379746837e-05, "loss": 0.0001, "step": 21200 }, { "epoch": 212.25, "learning_rate": 1.188860759493671e-05, "loss": 0.0, "step": 21225 }, { "epoch": 212.5, "learning_rate": 1.1872784810126584e-05, "loss": 0.0, "step": 21250 }, { "epoch": 212.75, "learning_rate": 1.1856962025316456e-05, "loss": 0.0, "step": 21275 }, { "epoch": 213.0, "learning_rate": 1.184113924050633e-05, "loss": 0.0, "step": 21300 }, { "epoch": 213.25, "learning_rate": 1.1825316455696203e-05, "loss": 0.0, "step": 21325 }, { "epoch": 213.5, "learning_rate": 1.1809493670886076e-05, "loss": 0.0, "step": 21350 }, { "epoch": 213.75, "learning_rate": 1.179367088607595e-05, "loss": 0.0, "step": 21375 }, { "epoch": 214.0, "learning_rate": 1.1777848101265824e-05, "loss": 0.0, "step": 21400 }, { "epoch": 214.25, "learning_rate": 1.1762025316455697e-05, "loss": 0.0, "step": 21425 }, { "epoch": 214.5, "learning_rate": 1.174620253164557e-05, "loss": 0.0, "step": 21450 }, { "epoch": 214.75, "learning_rate": 1.1730379746835443e-05, "loss": 0.0, "step": 21475 }, { "epoch": 215.0, "learning_rate": 1.1714556962025316e-05, "loss": 0.0, "step": 21500 }, { "epoch": 215.25, "learning_rate": 1.169873417721519e-05, "loss": 0.0, "step": 21525 }, { "epoch": 215.5, "learning_rate": 1.1682911392405063e-05, "loss": 0.0, "step": 21550 }, { "epoch": 215.75, "learning_rate": 1.1667088607594939e-05, "loss": 0.0, "step": 21575 }, { "epoch": 216.0, "learning_rate": 1.165126582278481e-05, "loss": 0.0, "step": 21600 }, { "epoch": 216.25, "learning_rate": 1.1635443037974684e-05, "loss": 0.0, "step": 21625 }, { "epoch": 216.5, "learning_rate": 1.1619620253164558e-05, "loss": 0.0, "step": 21650 }, { "epoch": 216.75, "learning_rate": 1.1603797468354431e-05, "loss": 0.0, "step": 21675 }, { "epoch": 217.0, "learning_rate": 1.1587974683544305e-05, "loss": 0.0, "step": 21700 }, { "epoch": 217.25, "learning_rate": 1.1572151898734178e-05, "loss": 0.0, "step": 21725 }, { "epoch": 217.5, "learning_rate": 1.1556329113924052e-05, "loss": 0.0, "step": 21750 }, { "epoch": 217.75, "learning_rate": 1.1540506329113925e-05, "loss": 0.0, "step": 21775 }, { "epoch": 218.0, "learning_rate": 1.1524683544303797e-05, "loss": 0.0, "step": 21800 }, { "epoch": 218.25, "learning_rate": 1.150886075949367e-05, "loss": 0.0, "step": 21825 }, { "epoch": 218.5, "learning_rate": 1.1493037974683544e-05, "loss": 0.0, "step": 21850 }, { "epoch": 218.75, "learning_rate": 1.1477215189873418e-05, "loss": 0.0, "step": 21875 }, { "epoch": 219.0, "learning_rate": 1.1461392405063292e-05, "loss": 0.0, "step": 21900 }, { "epoch": 219.25, "learning_rate": 1.1445569620253165e-05, "loss": 0.0, "step": 21925 }, { "epoch": 219.5, "learning_rate": 1.1429746835443039e-05, "loss": 0.0, "step": 21950 }, { "epoch": 219.75, "learning_rate": 1.1413924050632912e-05, "loss": 0.0, "step": 21975 }, { "epoch": 220.0, "learning_rate": 1.1398101265822786e-05, "loss": 0.0, "step": 22000 }, { "epoch": 220.0, "eval_loss": 0.4645980894565582, "eval_runtime": 159.2078, "eval_samples_per_second": 80.034, "eval_steps_per_second": 1.256, "eval_wer": 16.21463185868376, "step": 22000 }, { "epoch": 220.25, "learning_rate": 1.138227848101266e-05, "loss": 0.0, "step": 22025 }, { "epoch": 220.5, "learning_rate": 1.1366455696202533e-05, "loss": 0.0, "step": 22050 }, { "epoch": 220.75, "learning_rate": 1.1350632911392407e-05, "loss": 0.0, "step": 22075 }, { "epoch": 221.0, "learning_rate": 1.133481012658228e-05, "loss": 0.0, "step": 22100 }, { "epoch": 221.25, "learning_rate": 1.1318987341772152e-05, "loss": 0.0, "step": 22125 }, { "epoch": 221.5, "learning_rate": 1.1303164556962026e-05, "loss": 0.0, "step": 22150 }, { "epoch": 221.75, "learning_rate": 1.1287341772151899e-05, "loss": 0.0, "step": 22175 }, { "epoch": 222.0, "learning_rate": 1.1271518987341773e-05, "loss": 0.0, "step": 22200 }, { "epoch": 222.25, "learning_rate": 1.1255696202531646e-05, "loss": 0.0, "step": 22225 }, { "epoch": 222.5, "learning_rate": 1.123987341772152e-05, "loss": 0.0, "step": 22250 }, { "epoch": 222.75, "learning_rate": 1.1224050632911393e-05, "loss": 0.0, "step": 22275 }, { "epoch": 223.0, "learning_rate": 1.1208227848101265e-05, "loss": 0.0, "step": 22300 }, { "epoch": 223.25, "learning_rate": 1.1192405063291139e-05, "loss": 0.0, "step": 22325 }, { "epoch": 223.5, "learning_rate": 1.1176582278481012e-05, "loss": 0.0, "step": 22350 }, { "epoch": 223.75, "learning_rate": 1.1160759493670888e-05, "loss": 0.0, "step": 22375 }, { "epoch": 224.0, "learning_rate": 1.1144936708860761e-05, "loss": 0.0, "step": 22400 }, { "epoch": 224.25, "learning_rate": 1.1129113924050635e-05, "loss": 0.0, "step": 22425 }, { "epoch": 224.5, "learning_rate": 1.1113291139240507e-05, "loss": 0.0, "step": 22450 }, { "epoch": 224.75, "learning_rate": 1.109746835443038e-05, "loss": 0.0, "step": 22475 }, { "epoch": 225.0, "learning_rate": 1.1081645569620254e-05, "loss": 0.0, "step": 22500 }, { "epoch": 225.25, "learning_rate": 1.1065822784810127e-05, "loss": 0.0, "step": 22525 }, { "epoch": 225.5, "learning_rate": 1.1050000000000001e-05, "loss": 0.0, "step": 22550 }, { "epoch": 225.75, "learning_rate": 1.1034177215189874e-05, "loss": 0.0, "step": 22575 }, { "epoch": 226.0, "learning_rate": 1.1018354430379748e-05, "loss": 0.0, "step": 22600 }, { "epoch": 226.25, "learning_rate": 1.100253164556962e-05, "loss": 0.0, "step": 22625 }, { "epoch": 226.5, "learning_rate": 1.0986708860759494e-05, "loss": 0.0, "step": 22650 }, { "epoch": 226.75, "learning_rate": 1.0970886075949367e-05, "loss": 0.0, "step": 22675 }, { "epoch": 227.0, "learning_rate": 1.095506329113924e-05, "loss": 0.0, "step": 22700 }, { "epoch": 227.25, "learning_rate": 1.0939240506329114e-05, "loss": 0.0, "step": 22725 }, { "epoch": 227.5, "learning_rate": 1.0923417721518988e-05, "loss": 0.0, "step": 22750 }, { "epoch": 227.75, "learning_rate": 1.0907594936708861e-05, "loss": 0.0, "step": 22775 }, { "epoch": 228.0, "learning_rate": 1.0891772151898735e-05, "loss": 0.0, "step": 22800 }, { "epoch": 228.25, "learning_rate": 1.0875949367088608e-05, "loss": 0.0, "step": 22825 }, { "epoch": 228.5, "learning_rate": 1.0860126582278482e-05, "loss": 0.0, "step": 22850 }, { "epoch": 228.75, "learning_rate": 1.0844303797468356e-05, "loss": 0.0, "step": 22875 }, { "epoch": 229.0, "learning_rate": 1.082848101265823e-05, "loss": 0.0, "step": 22900 }, { "epoch": 229.25, "learning_rate": 1.0812658227848103e-05, "loss": 0.0, "step": 22925 }, { "epoch": 229.5, "learning_rate": 1.0796835443037975e-05, "loss": 0.0, "step": 22950 }, { "epoch": 229.75, "learning_rate": 1.0781012658227848e-05, "loss": 0.0, "step": 22975 }, { "epoch": 230.0, "learning_rate": 1.0765189873417722e-05, "loss": 0.0, "step": 23000 }, { "epoch": 230.0, "eval_loss": 0.4754066467285156, "eval_runtime": 159.5663, "eval_samples_per_second": 79.854, "eval_steps_per_second": 1.253, "eval_wer": 16.196068469595122, "step": 23000 }, { "epoch": 230.25, "learning_rate": 1.0749367088607595e-05, "loss": 0.0, "step": 23025 }, { "epoch": 230.5, "learning_rate": 1.0733544303797469e-05, "loss": 0.0, "step": 23050 }, { "epoch": 230.75, "learning_rate": 1.0717721518987342e-05, "loss": 0.0, "step": 23075 }, { "epoch": 231.0, "learning_rate": 1.0701898734177216e-05, "loss": 0.0, "step": 23100 }, { "epoch": 231.25, "learning_rate": 1.0686075949367088e-05, "loss": 0.0, "step": 23125 }, { "epoch": 231.5, "learning_rate": 1.0670253164556962e-05, "loss": 0.0, "step": 23150 }, { "epoch": 231.75, "learning_rate": 1.0654430379746835e-05, "loss": 0.0, "step": 23175 }, { "epoch": 232.0, "learning_rate": 1.063860759493671e-05, "loss": 0.0, "step": 23200 }, { "epoch": 232.25, "learning_rate": 1.0622784810126584e-05, "loss": 0.0, "step": 23225 }, { "epoch": 232.5, "learning_rate": 1.0606962025316457e-05, "loss": 0.0, "step": 23250 }, { "epoch": 232.75, "learning_rate": 1.059113924050633e-05, "loss": 0.0, "step": 23275 }, { "epoch": 233.0, "learning_rate": 1.0575316455696203e-05, "loss": 0.0, "step": 23300 }, { "epoch": 233.25, "learning_rate": 1.0559493670886076e-05, "loss": 0.0, "step": 23325 }, { "epoch": 233.5, "learning_rate": 1.054367088607595e-05, "loss": 0.0, "step": 23350 }, { "epoch": 233.75, "learning_rate": 1.0527848101265824e-05, "loss": 0.0, "step": 23375 }, { "epoch": 234.0, "learning_rate": 1.0512025316455697e-05, "loss": 0.0, "step": 23400 }, { "epoch": 234.25, "learning_rate": 1.049620253164557e-05, "loss": 0.0, "step": 23425 }, { "epoch": 234.5, "learning_rate": 1.0480379746835443e-05, "loss": 0.0, "step": 23450 }, { "epoch": 234.75, "learning_rate": 1.0464556962025316e-05, "loss": 0.0, "step": 23475 }, { "epoch": 235.0, "learning_rate": 1.044873417721519e-05, "loss": 0.0, "step": 23500 }, { "epoch": 235.25, "learning_rate": 1.0432911392405063e-05, "loss": 0.0, "step": 23525 }, { "epoch": 235.5, "learning_rate": 1.0417088607594937e-05, "loss": 0.0, "step": 23550 }, { "epoch": 235.75, "learning_rate": 1.040126582278481e-05, "loss": 0.0, "step": 23575 }, { "epoch": 236.0, "learning_rate": 1.0385443037974684e-05, "loss": 0.0, "step": 23600 }, { "epoch": 236.25, "learning_rate": 1.0369620253164558e-05, "loss": 0.0, "step": 23625 }, { "epoch": 236.5, "learning_rate": 1.0353797468354431e-05, "loss": 0.0, "step": 23650 }, { "epoch": 236.75, "learning_rate": 1.0337974683544305e-05, "loss": 0.0, "step": 23675 }, { "epoch": 237.0, "learning_rate": 1.0322151898734178e-05, "loss": 0.0, "step": 23700 }, { "epoch": 237.25, "learning_rate": 1.0306329113924052e-05, "loss": 0.0, "step": 23725 }, { "epoch": 237.5, "learning_rate": 1.0290506329113925e-05, "loss": 0.0, "step": 23750 }, { "epoch": 237.75, "learning_rate": 1.0274683544303797e-05, "loss": 0.0, "step": 23775 }, { "epoch": 238.0, "learning_rate": 1.0258860759493671e-05, "loss": 0.0, "step": 23800 }, { "epoch": 238.25, "learning_rate": 1.0243037974683544e-05, "loss": 0.0, "step": 23825 }, { "epoch": 238.5, "learning_rate": 1.0227215189873418e-05, "loss": 0.0, "step": 23850 }, { "epoch": 238.75, "learning_rate": 1.0211392405063292e-05, "loss": 0.0, "step": 23875 }, { "epoch": 239.0, "learning_rate": 1.0195569620253165e-05, "loss": 0.0, "step": 23900 }, { "epoch": 239.25, "learning_rate": 1.0179746835443039e-05, "loss": 0.0, "step": 23925 }, { "epoch": 239.5, "learning_rate": 1.016392405063291e-05, "loss": 0.0, "step": 23950 }, { "epoch": 239.75, "learning_rate": 1.0148101265822784e-05, "loss": 0.0, "step": 23975 }, { "epoch": 240.0, "learning_rate": 1.0132278481012658e-05, "loss": 0.0, "step": 24000 }, { "epoch": 240.0, "eval_loss": 0.48526978492736816, "eval_runtime": 158.4647, "eval_samples_per_second": 80.409, "eval_steps_per_second": 1.262, "eval_wer": 16.18629826481163, "step": 24000 }, { "epoch": 240.25, "learning_rate": 1.0116455696202533e-05, "loss": 0.0, "step": 24025 }, { "epoch": 240.5, "learning_rate": 1.0100632911392407e-05, "loss": 0.0, "step": 24050 }, { "epoch": 240.75, "learning_rate": 1.008481012658228e-05, "loss": 0.0, "step": 24075 }, { "epoch": 241.0, "learning_rate": 1.0068987341772152e-05, "loss": 0.0, "step": 24100 }, { "epoch": 241.25, "learning_rate": 1.0053164556962026e-05, "loss": 0.0, "step": 24125 }, { "epoch": 241.5, "learning_rate": 1.00373417721519e-05, "loss": 0.0, "step": 24150 }, { "epoch": 241.75, "learning_rate": 1.0021518987341773e-05, "loss": 0.0, "step": 24175 }, { "epoch": 242.0, "learning_rate": 1.0005696202531646e-05, "loss": 0.0, "step": 24200 }, { "epoch": 242.25, "learning_rate": 9.98987341772152e-06, "loss": 0.0, "step": 24225 }, { "epoch": 242.5, "learning_rate": 9.974050632911393e-06, "loss": 0.0, "step": 24250 }, { "epoch": 242.75, "learning_rate": 9.958227848101265e-06, "loss": 0.0, "step": 24275 }, { "epoch": 243.0, "learning_rate": 9.942405063291139e-06, "loss": 0.0, "step": 24300 }, { "epoch": 243.25, "learning_rate": 9.926582278481012e-06, "loss": 0.0, "step": 24325 }, { "epoch": 243.5, "learning_rate": 9.910759493670886e-06, "loss": 0.0, "step": 24350 }, { "epoch": 243.75, "learning_rate": 9.89493670886076e-06, "loss": 0.0, "step": 24375 }, { "epoch": 244.0, "learning_rate": 9.879113924050633e-06, "loss": 0.0, "step": 24400 }, { "epoch": 244.25, "learning_rate": 9.863291139240507e-06, "loss": 0.0, "step": 24425 }, { "epoch": 244.5, "learning_rate": 9.84746835443038e-06, "loss": 0.0, "step": 24450 }, { "epoch": 244.75, "learning_rate": 9.831645569620254e-06, "loss": 0.0, "step": 24475 }, { "epoch": 245.0, "learning_rate": 9.815822784810127e-06, "loss": 0.0, "step": 24500 }, { "epoch": 245.25, "learning_rate": 9.800000000000001e-06, "loss": 0.0, "step": 24525 }, { "epoch": 245.5, "learning_rate": 9.784177215189875e-06, "loss": 0.0, "step": 24550 }, { "epoch": 245.75, "learning_rate": 9.768354430379748e-06, "loss": 0.0, "step": 24575 }, { "epoch": 246.0, "learning_rate": 9.75253164556962e-06, "loss": 0.0, "step": 24600 }, { "epoch": 246.25, "learning_rate": 9.736708860759494e-06, "loss": 0.0, "step": 24625 }, { "epoch": 246.5, "learning_rate": 9.720886075949367e-06, "loss": 0.0, "step": 24650 }, { "epoch": 246.75, "learning_rate": 9.70506329113924e-06, "loss": 0.0, "step": 24675 }, { "epoch": 247.0, "learning_rate": 9.689240506329114e-06, "loss": 0.0, "step": 24700 }, { "epoch": 247.25, "learning_rate": 9.673417721518988e-06, "loss": 0.0, "step": 24725 }, { "epoch": 247.5, "learning_rate": 9.657594936708861e-06, "loss": 0.0, "step": 24750 }, { "epoch": 247.75, "learning_rate": 9.641772151898733e-06, "loss": 0.0, "step": 24775 }, { "epoch": 248.0, "learning_rate": 9.625949367088607e-06, "loss": 0.0, "step": 24800 }, { "epoch": 248.25, "learning_rate": 9.61012658227848e-06, "loss": 0.0, "step": 24825 }, { "epoch": 248.5, "learning_rate": 9.594303797468356e-06, "loss": 0.0, "step": 24850 }, { "epoch": 248.75, "learning_rate": 9.57848101265823e-06, "loss": 0.0, "step": 24875 }, { "epoch": 249.0, "learning_rate": 9.562658227848103e-06, "loss": 0.0, "step": 24900 }, { "epoch": 249.25, "learning_rate": 9.546835443037975e-06, "loss": 0.0, "step": 24925 }, { "epoch": 249.5, "learning_rate": 9.531012658227848e-06, "loss": 0.0, "step": 24950 }, { "epoch": 249.75, "learning_rate": 9.515189873417722e-06, "loss": 0.0, "step": 24975 }, { "epoch": 250.0, "learning_rate": 9.499367088607595e-06, "loss": 0.0, "step": 25000 }, { "epoch": 250.0, "eval_loss": 0.49457526206970215, "eval_runtime": 159.1963, "eval_samples_per_second": 80.04, "eval_steps_per_second": 1.256, "eval_wer": 16.191183367203376, "step": 25000 }, { "epoch": 250.25, "learning_rate": 9.483544303797469e-06, "loss": 0.0, "step": 25025 }, { "epoch": 250.5, "learning_rate": 9.467721518987343e-06, "loss": 0.0, "step": 25050 }, { "epoch": 250.75, "learning_rate": 9.451898734177216e-06, "loss": 0.0, "step": 25075 }, { "epoch": 251.0, "learning_rate": 9.436075949367088e-06, "loss": 0.0, "step": 25100 }, { "epoch": 251.25, "learning_rate": 9.420253164556962e-06, "loss": 0.0, "step": 25125 }, { "epoch": 251.5, "learning_rate": 9.404430379746835e-06, "loss": 0.0, "step": 25150 }, { "epoch": 251.75, "learning_rate": 9.388607594936709e-06, "loss": 0.0, "step": 25175 }, { "epoch": 252.0, "learning_rate": 9.372784810126582e-06, "loss": 0.0, "step": 25200 }, { "epoch": 252.25, "learning_rate": 9.356962025316456e-06, "loss": 0.0, "step": 25225 }, { "epoch": 252.5, "learning_rate": 9.34113924050633e-06, "loss": 0.0, "step": 25250 }, { "epoch": 252.75, "learning_rate": 9.325316455696203e-06, "loss": 0.0, "step": 25275 }, { "epoch": 253.0, "learning_rate": 9.309493670886077e-06, "loss": 0.0, "step": 25300 }, { "epoch": 253.25, "learning_rate": 9.29367088607595e-06, "loss": 0.0, "step": 25325 }, { "epoch": 253.5, "learning_rate": 9.277848101265824e-06, "loss": 0.0, "step": 25350 }, { "epoch": 253.75, "learning_rate": 9.262025316455697e-06, "loss": 0.0, "step": 25375 }, { "epoch": 254.0, "learning_rate": 9.246202531645571e-06, "loss": 0.0, "step": 25400 }, { "epoch": 254.25, "learning_rate": 9.230379746835443e-06, "loss": 0.0, "step": 25425 }, { "epoch": 254.5, "learning_rate": 9.214556962025316e-06, "loss": 0.0, "step": 25450 }, { "epoch": 254.75, "learning_rate": 9.19873417721519e-06, "loss": 0.0, "step": 25475 }, { "epoch": 255.0, "learning_rate": 9.182911392405063e-06, "loss": 0.0, "step": 25500 }, { "epoch": 255.25, "learning_rate": 9.167088607594937e-06, "loss": 0.0, "step": 25525 }, { "epoch": 255.5, "learning_rate": 9.15126582278481e-06, "loss": 0.0, "step": 25550 }, { "epoch": 255.75, "learning_rate": 9.135443037974684e-06, "loss": 0.0, "step": 25575 }, { "epoch": 256.0, "learning_rate": 9.119620253164558e-06, "loss": 0.0, "step": 25600 }, { "epoch": 256.25, "learning_rate": 9.10379746835443e-06, "loss": 0.0, "step": 25625 }, { "epoch": 256.5, "learning_rate": 9.087974683544303e-06, "loss": 0.0, "step": 25650 }, { "epoch": 256.75, "learning_rate": 9.072151898734178e-06, "loss": 0.0, "step": 25675 }, { "epoch": 257.0, "learning_rate": 9.056329113924052e-06, "loss": 0.0, "step": 25700 }, { "epoch": 257.25, "learning_rate": 9.040506329113926e-06, "loss": 0.0, "step": 25725 }, { "epoch": 257.5, "learning_rate": 9.0246835443038e-06, "loss": 0.0, "step": 25750 }, { "epoch": 257.75, "learning_rate": 9.008860759493671e-06, "loss": 0.0, "step": 25775 }, { "epoch": 258.0, "learning_rate": 8.993037974683545e-06, "loss": 0.0, "step": 25800 }, { "epoch": 258.25, "learning_rate": 8.977215189873418e-06, "loss": 0.0, "step": 25825 }, { "epoch": 258.5, "learning_rate": 8.961392405063292e-06, "loss": 0.0, "step": 25850 }, { "epoch": 258.75, "learning_rate": 8.945569620253165e-06, "loss": 0.0, "step": 25875 }, { "epoch": 259.0, "learning_rate": 8.929746835443039e-06, "loss": 0.0, "step": 25900 }, { "epoch": 259.25, "learning_rate": 8.913924050632912e-06, "loss": 0.0, "step": 25925 }, { "epoch": 259.5, "learning_rate": 8.898101265822784e-06, "loss": 0.0, "step": 25950 }, { "epoch": 259.75, "learning_rate": 8.882278481012658e-06, "loss": 0.0, "step": 25975 }, { "epoch": 260.0, "learning_rate": 8.866455696202531e-06, "loss": 0.0, "step": 26000 }, { "epoch": 260.0, "eval_loss": 0.5037948489189148, "eval_runtime": 159.0614, "eval_samples_per_second": 80.107, "eval_steps_per_second": 1.257, "eval_wer": 16.17652806002814, "step": 26000 }, { "epoch": 260.25, "learning_rate": 8.850632911392405e-06, "loss": 0.0, "step": 26025 }, { "epoch": 260.5, "learning_rate": 8.834810126582279e-06, "loss": 0.0, "step": 26050 }, { "epoch": 260.75, "learning_rate": 8.818987341772152e-06, "loss": 0.0, "step": 26075 }, { "epoch": 261.0, "learning_rate": 8.803164556962026e-06, "loss": 0.0, "step": 26100 }, { "epoch": 261.25, "learning_rate": 8.7873417721519e-06, "loss": 0.0, "step": 26125 }, { "epoch": 261.5, "learning_rate": 8.771518987341773e-06, "loss": 0.0, "step": 26150 }, { "epoch": 261.75, "learning_rate": 8.755696202531646e-06, "loss": 0.0, "step": 26175 }, { "epoch": 262.0, "learning_rate": 8.73987341772152e-06, "loss": 0.0, "step": 26200 }, { "epoch": 262.25, "learning_rate": 8.724050632911394e-06, "loss": 0.0, "step": 26225 }, { "epoch": 262.5, "learning_rate": 8.708227848101267e-06, "loss": 0.0, "step": 26250 }, { "epoch": 262.75, "learning_rate": 8.692405063291139e-06, "loss": 0.0, "step": 26275 }, { "epoch": 263.0, "learning_rate": 8.676582278481013e-06, "loss": 0.0, "step": 26300 }, { "epoch": 263.25, "learning_rate": 8.660759493670886e-06, "loss": 0.0, "step": 26325 }, { "epoch": 263.5, "learning_rate": 8.64493670886076e-06, "loss": 0.0, "step": 26350 }, { "epoch": 263.75, "learning_rate": 8.629113924050633e-06, "loss": 0.0, "step": 26375 }, { "epoch": 264.0, "learning_rate": 8.613291139240507e-06, "loss": 0.0, "step": 26400 }, { "epoch": 264.25, "learning_rate": 8.59746835443038e-06, "loss": 0.0, "step": 26425 }, { "epoch": 264.5, "learning_rate": 8.581645569620252e-06, "loss": 0.0, "step": 26450 }, { "epoch": 264.75, "learning_rate": 8.565822784810126e-06, "loss": 0.0, "step": 26475 }, { "epoch": 265.0, "learning_rate": 8.550000000000001e-06, "loss": 0.0, "step": 26500 }, { "epoch": 265.25, "learning_rate": 8.534177215189875e-06, "loss": 0.0, "step": 26525 }, { "epoch": 265.5, "learning_rate": 8.518354430379748e-06, "loss": 0.0, "step": 26550 }, { "epoch": 265.75, "learning_rate": 8.502531645569622e-06, "loss": 0.0, "step": 26575 }, { "epoch": 266.0, "learning_rate": 8.486708860759494e-06, "loss": 0.0, "step": 26600 }, { "epoch": 266.25, "learning_rate": 8.470886075949367e-06, "loss": 0.0, "step": 26625 }, { "epoch": 266.5, "learning_rate": 8.455063291139241e-06, "loss": 0.0, "step": 26650 }, { "epoch": 266.75, "learning_rate": 8.439240506329114e-06, "loss": 0.0, "step": 26675 }, { "epoch": 267.0, "learning_rate": 8.423417721518988e-06, "loss": 0.0, "step": 26700 }, { "epoch": 267.25, "learning_rate": 8.407594936708862e-06, "loss": 0.0, "step": 26725 }, { "epoch": 267.5, "learning_rate": 8.391772151898735e-06, "loss": 0.0, "step": 26750 }, { "epoch": 267.75, "learning_rate": 8.375949367088607e-06, "loss": 0.0, "step": 26775 }, { "epoch": 268.0, "learning_rate": 8.36012658227848e-06, "loss": 0.0, "step": 26800 }, { "epoch": 268.25, "learning_rate": 8.344303797468354e-06, "loss": 0.0, "step": 26825 }, { "epoch": 268.5, "learning_rate": 8.328481012658228e-06, "loss": 0.0, "step": 26850 }, { "epoch": 268.75, "learning_rate": 8.312658227848101e-06, "loss": 0.0, "step": 26875 }, { "epoch": 269.0, "learning_rate": 8.296835443037977e-06, "loss": 0.0, "step": 26900 }, { "epoch": 269.25, "learning_rate": 8.281012658227848e-06, "loss": 0.0, "step": 26925 }, { "epoch": 269.5, "learning_rate": 8.265189873417722e-06, "loss": 0.0, "step": 26950 }, { "epoch": 269.75, "learning_rate": 8.249367088607596e-06, "loss": 0.0, "step": 26975 }, { "epoch": 270.0, "learning_rate": 8.233544303797469e-06, "loss": 0.0, "step": 27000 }, { "epoch": 270.0, "eval_loss": 0.5133084654808044, "eval_runtime": 159.394, "eval_samples_per_second": 79.94, "eval_steps_per_second": 1.255, "eval_wer": 16.221471002032203, "step": 27000 }, { "epoch": 270.25, "learning_rate": 8.217721518987343e-06, "loss": 0.0, "step": 27025 }, { "epoch": 270.5, "learning_rate": 8.201898734177216e-06, "loss": 0.0, "step": 27050 }, { "epoch": 270.75, "learning_rate": 8.18607594936709e-06, "loss": 0.0, "step": 27075 }, { "epoch": 271.0, "learning_rate": 8.170253164556962e-06, "loss": 0.0, "step": 27100 }, { "epoch": 271.25, "learning_rate": 8.154430379746835e-06, "loss": 0.0, "step": 27125 }, { "epoch": 271.5, "learning_rate": 8.138607594936709e-06, "loss": 0.0, "step": 27150 }, { "epoch": 271.75, "learning_rate": 8.122784810126582e-06, "loss": 0.0, "step": 27175 }, { "epoch": 272.0, "learning_rate": 8.106962025316456e-06, "loss": 0.0, "step": 27200 }, { "epoch": 272.25, "learning_rate": 8.09113924050633e-06, "loss": 0.0, "step": 27225 }, { "epoch": 272.5, "learning_rate": 8.075316455696203e-06, "loss": 0.0, "step": 27250 }, { "epoch": 272.75, "learning_rate": 8.059493670886075e-06, "loss": 0.0, "step": 27275 }, { "epoch": 273.0, "learning_rate": 8.043670886075949e-06, "loss": 0.0, "step": 27300 }, { "epoch": 273.25, "learning_rate": 8.027848101265824e-06, "loss": 0.0, "step": 27325 }, { "epoch": 273.5, "learning_rate": 8.012025316455697e-06, "loss": 0.0, "step": 27350 }, { "epoch": 273.75, "learning_rate": 7.996202531645571e-06, "loss": 0.0, "step": 27375 }, { "epoch": 274.0, "learning_rate": 7.980379746835445e-06, "loss": 0.0, "step": 27400 }, { "epoch": 274.25, "learning_rate": 7.964556962025316e-06, "loss": 0.0, "step": 27425 }, { "epoch": 274.5, "learning_rate": 7.94873417721519e-06, "loss": 0.0, "step": 27450 }, { "epoch": 274.75, "learning_rate": 7.932911392405064e-06, "loss": 0.0, "step": 27475 }, { "epoch": 275.0, "learning_rate": 7.917088607594937e-06, "loss": 0.0, "step": 27500 }, { "epoch": 275.25, "learning_rate": 7.90126582278481e-06, "loss": 0.0, "step": 27525 }, { "epoch": 275.5, "learning_rate": 7.885443037974684e-06, "loss": 0.0, "step": 27550 }, { "epoch": 275.75, "learning_rate": 7.869620253164558e-06, "loss": 0.0, "step": 27575 }, { "epoch": 276.0, "learning_rate": 7.85379746835443e-06, "loss": 0.0, "step": 27600 }, { "epoch": 276.25, "learning_rate": 7.837974683544303e-06, "loss": 0.0, "step": 27625 }, { "epoch": 276.5, "learning_rate": 7.822151898734177e-06, "loss": 0.0, "step": 27650 }, { "epoch": 276.75, "learning_rate": 7.80632911392405e-06, "loss": 0.0, "step": 27675 }, { "epoch": 277.0, "learning_rate": 7.790506329113924e-06, "loss": 0.0, "step": 27700 }, { "epoch": 277.25, "learning_rate": 7.7746835443038e-06, "loss": 0.0, "step": 27725 }, { "epoch": 277.5, "learning_rate": 7.758860759493671e-06, "loss": 0.0, "step": 27750 }, { "epoch": 277.75, "learning_rate": 7.743037974683545e-06, "loss": 0.0, "step": 27775 }, { "epoch": 278.0, "learning_rate": 7.727215189873418e-06, "loss": 0.0, "step": 27800 }, { "epoch": 278.25, "learning_rate": 7.711392405063292e-06, "loss": 0.0, "step": 27825 }, { "epoch": 278.5, "learning_rate": 7.695569620253165e-06, "loss": 0.0, "step": 27850 }, { "epoch": 278.75, "learning_rate": 7.679746835443039e-06, "loss": 0.0, "step": 27875 }, { "epoch": 279.0, "learning_rate": 7.663924050632913e-06, "loss": 0.0, "step": 27900 }, { "epoch": 279.25, "learning_rate": 7.648101265822784e-06, "loss": 0.0, "step": 27925 }, { "epoch": 279.5, "learning_rate": 7.632278481012658e-06, "loss": 0.0, "step": 27950 }, { "epoch": 279.75, "learning_rate": 7.6164556962025316e-06, "loss": 0.0, "step": 27975 }, { "epoch": 280.0, "learning_rate": 7.600632911392405e-06, "loss": 0.0, "step": 28000 }, { "epoch": 280.0, "eval_loss": 0.5228456258773804, "eval_runtime": 158.9726, "eval_samples_per_second": 80.152, "eval_steps_per_second": 1.258, "eval_wer": 16.22244802251055, "step": 28000 }, { "epoch": 280.25, "learning_rate": 7.584810126582279e-06, "loss": 0.0, "step": 28025 }, { "epoch": 280.5, "learning_rate": 7.568987341772152e-06, "loss": 0.0, "step": 28050 }, { "epoch": 280.75, "learning_rate": 7.553164556962025e-06, "loss": 0.0, "step": 28075 }, { "epoch": 281.0, "learning_rate": 7.5373417721518986e-06, "loss": 0.0, "step": 28100 }, { "epoch": 281.25, "learning_rate": 7.521518987341772e-06, "loss": 0.0, "step": 28125 }, { "epoch": 281.5, "learning_rate": 7.5056962025316466e-06, "loss": 0.0, "step": 28150 }, { "epoch": 281.75, "learning_rate": 7.48987341772152e-06, "loss": 0.0, "step": 28175 }, { "epoch": 282.0, "learning_rate": 7.474050632911393e-06, "loss": 0.0, "step": 28200 }, { "epoch": 282.25, "learning_rate": 7.458227848101266e-06, "loss": 0.0, "step": 28225 }, { "epoch": 282.5, "learning_rate": 7.44240506329114e-06, "loss": 0.0, "step": 28250 }, { "epoch": 282.75, "learning_rate": 7.4265822784810136e-06, "loss": 0.0, "step": 28275 }, { "epoch": 283.0, "learning_rate": 7.410759493670886e-06, "loss": 0.0, "step": 28300 }, { "epoch": 283.25, "learning_rate": 7.39493670886076e-06, "loss": 0.0, "step": 28325 }, { "epoch": 283.5, "learning_rate": 7.379113924050633e-06, "loss": 0.0, "step": 28350 }, { "epoch": 283.75, "learning_rate": 7.363291139240507e-06, "loss": 0.0, "step": 28375 }, { "epoch": 284.0, "learning_rate": 7.34746835443038e-06, "loss": 0.0, "step": 28400 }, { "epoch": 284.25, "learning_rate": 7.331645569620253e-06, "loss": 0.0, "step": 28425 }, { "epoch": 284.5, "learning_rate": 7.315822784810127e-06, "loss": 0.0, "step": 28450 }, { "epoch": 284.75, "learning_rate": 7.2999999999999996e-06, "loss": 0.0, "step": 28475 }, { "epoch": 285.0, "learning_rate": 7.284177215189873e-06, "loss": 0.0, "step": 28500 }, { "epoch": 285.25, "learning_rate": 7.268354430379747e-06, "loss": 0.0, "step": 28525 }, { "epoch": 285.5, "learning_rate": 7.252531645569621e-06, "loss": 0.0, "step": 28550 }, { "epoch": 285.75, "learning_rate": 7.236708860759495e-06, "loss": 0.0, "step": 28575 }, { "epoch": 286.0, "learning_rate": 7.220886075949368e-06, "loss": 0.0, "step": 28600 }, { "epoch": 286.25, "learning_rate": 7.205063291139241e-06, "loss": 0.0, "step": 28625 }, { "epoch": 286.5, "learning_rate": 7.1892405063291145e-06, "loss": 0.0, "step": 28650 }, { "epoch": 286.75, "learning_rate": 7.173417721518988e-06, "loss": 0.0, "step": 28675 }, { "epoch": 287.0, "learning_rate": 7.157594936708862e-06, "loss": 0.0, "step": 28700 }, { "epoch": 287.25, "learning_rate": 7.141772151898734e-06, "loss": 0.0, "step": 28725 }, { "epoch": 287.5, "learning_rate": 7.125949367088608e-06, "loss": 0.0, "step": 28750 }, { "epoch": 287.75, "learning_rate": 7.1101265822784815e-06, "loss": 0.0, "step": 28775 }, { "epoch": 288.0, "learning_rate": 7.094303797468354e-06, "loss": 0.0, "step": 28800 }, { "epoch": 288.25, "learning_rate": 7.078481012658228e-06, "loss": 0.0, "step": 28825 }, { "epoch": 288.5, "learning_rate": 7.062658227848101e-06, "loss": 0.0, "step": 28850 }, { "epoch": 288.75, "learning_rate": 7.046835443037975e-06, "loss": 0.0, "step": 28875 }, { "epoch": 289.0, "learning_rate": 7.031012658227848e-06, "loss": 0.0, "step": 28900 }, { "epoch": 289.25, "learning_rate": 7.015189873417721e-06, "loss": 0.0, "step": 28925 }, { "epoch": 289.5, "learning_rate": 6.999367088607595e-06, "loss": 0.0, "step": 28950 }, { "epoch": 289.75, "learning_rate": 6.983544303797469e-06, "loss": 0.0, "step": 28975 }, { "epoch": 290.0, "learning_rate": 6.967721518987343e-06, "loss": 0.0, "step": 29000 }, { "epoch": 290.0, "eval_loss": 0.5326051712036133, "eval_runtime": 158.9966, "eval_samples_per_second": 80.14, "eval_steps_per_second": 1.258, "eval_wer": 16.255666718774425, "step": 29000 }, { "epoch": 290.25, "learning_rate": 6.951898734177216e-06, "loss": 0.0, "step": 29025 }, { "epoch": 290.5, "learning_rate": 6.936075949367089e-06, "loss": 0.0, "step": 29050 }, { "epoch": 290.75, "learning_rate": 6.920253164556963e-06, "loss": 0.0, "step": 29075 }, { "epoch": 291.0, "learning_rate": 6.904430379746836e-06, "loss": 0.0, "step": 29100 }, { "epoch": 291.25, "learning_rate": 6.888607594936709e-06, "loss": 0.0, "step": 29125 }, { "epoch": 291.5, "learning_rate": 6.8727848101265825e-06, "loss": 0.0, "step": 29150 }, { "epoch": 291.75, "learning_rate": 6.856962025316456e-06, "loss": 0.0, "step": 29175 }, { "epoch": 292.0, "learning_rate": 6.84113924050633e-06, "loss": 0.0, "step": 29200 }, { "epoch": 292.25, "learning_rate": 6.825316455696202e-06, "loss": 0.0, "step": 29225 }, { "epoch": 292.5, "learning_rate": 6.809493670886076e-06, "loss": 0.0, "step": 29250 }, { "epoch": 292.75, "learning_rate": 6.7936708860759495e-06, "loss": 0.0, "step": 29275 }, { "epoch": 293.0, "learning_rate": 6.777848101265822e-06, "loss": 0.0, "step": 29300 }, { "epoch": 293.25, "learning_rate": 6.762025316455696e-06, "loss": 0.0, "step": 29325 }, { "epoch": 293.5, "learning_rate": 6.746202531645569e-06, "loss": 0.0, "step": 29350 }, { "epoch": 293.75, "learning_rate": 6.730379746835444e-06, "loss": 0.0, "step": 29375 }, { "epoch": 294.0, "learning_rate": 6.714556962025317e-06, "loss": 0.0, "step": 29400 }, { "epoch": 294.25, "learning_rate": 6.698734177215191e-06, "loss": 0.0, "step": 29425 }, { "epoch": 294.5, "learning_rate": 6.682911392405064e-06, "loss": 0.0, "step": 29450 }, { "epoch": 294.75, "learning_rate": 6.667088607594937e-06, "loss": 0.0, "step": 29475 }, { "epoch": 295.0, "learning_rate": 6.651265822784811e-06, "loss": 0.0, "step": 29500 }, { "epoch": 295.25, "learning_rate": 6.635443037974684e-06, "loss": 0.0, "step": 29525 }, { "epoch": 295.5, "learning_rate": 6.619620253164557e-06, "loss": 0.0, "step": 29550 }, { "epoch": 295.75, "learning_rate": 6.603797468354431e-06, "loss": 0.0, "step": 29575 }, { "epoch": 296.0, "learning_rate": 6.587974683544304e-06, "loss": 0.0, "step": 29600 }, { "epoch": 296.25, "learning_rate": 6.572151898734177e-06, "loss": 0.0, "step": 29625 }, { "epoch": 296.5, "learning_rate": 6.5563291139240505e-06, "loss": 0.0, "step": 29650 }, { "epoch": 296.75, "learning_rate": 6.540506329113924e-06, "loss": 0.0, "step": 29675 }, { "epoch": 297.0, "learning_rate": 6.524683544303798e-06, "loss": 0.0, "step": 29700 }, { "epoch": 297.25, "learning_rate": 6.50886075949367e-06, "loss": 0.0, "step": 29725 }, { "epoch": 297.5, "learning_rate": 6.493037974683544e-06, "loss": 0.0, "step": 29750 }, { "epoch": 297.75, "learning_rate": 6.4772151898734175e-06, "loss": 0.0, "step": 29775 }, { "epoch": 298.0, "learning_rate": 6.461392405063292e-06, "loss": 0.0, "step": 29800 }, { "epoch": 298.25, "learning_rate": 6.4455696202531655e-06, "loss": 0.0, "step": 29825 }, { "epoch": 298.5, "learning_rate": 6.429746835443039e-06, "loss": 0.0, "step": 29850 }, { "epoch": 298.75, "learning_rate": 6.413924050632912e-06, "loss": 0.0, "step": 29875 }, { "epoch": 299.0, "learning_rate": 6.398101265822785e-06, "loss": 0.0, "step": 29900 }, { "epoch": 299.25, "learning_rate": 6.382278481012659e-06, "loss": 0.0, "step": 29925 }, { "epoch": 299.5, "learning_rate": 6.366455696202532e-06, "loss": 0.0, "step": 29950 }, { "epoch": 299.75, "learning_rate": 6.350632911392405e-06, "loss": 0.0, "step": 29975 }, { "epoch": 300.0, "learning_rate": 6.334810126582279e-06, "loss": 0.0, "step": 30000 }, { "epoch": 300.0, "eval_loss": 0.5426864624023438, "eval_runtime": 157.5522, "eval_samples_per_second": 80.875, "eval_steps_per_second": 1.269, "eval_wer": 16.241988432077537, "step": 30000 }, { "epoch": 300.25, "learning_rate": 6.318987341772152e-06, "loss": 0.0, "step": 30025 }, { "epoch": 300.5, "learning_rate": 6.303164556962025e-06, "loss": 0.0, "step": 30050 }, { "epoch": 300.75, "learning_rate": 6.287341772151899e-06, "loss": 0.0, "step": 30075 }, { "epoch": 301.0, "learning_rate": 6.271518987341772e-06, "loss": 0.0, "step": 30100 }, { "epoch": 301.25, "learning_rate": 6.255696202531646e-06, "loss": 0.0, "step": 30125 }, { "epoch": 301.5, "learning_rate": 6.239873417721519e-06, "loss": 0.0, "step": 30150 }, { "epoch": 301.75, "learning_rate": 6.224050632911393e-06, "loss": 0.0, "step": 30175 }, { "epoch": 302.0, "learning_rate": 6.208227848101266e-06, "loss": 0.0, "step": 30200 }, { "epoch": 302.25, "learning_rate": 6.192405063291139e-06, "loss": 0.0, "step": 30225 }, { "epoch": 302.5, "learning_rate": 6.176582278481013e-06, "loss": 0.0, "step": 30250 }, { "epoch": 302.75, "learning_rate": 6.160759493670886e-06, "loss": 0.0, "step": 30275 }, { "epoch": 303.0, "learning_rate": 6.14493670886076e-06, "loss": 0.0, "step": 30300 }, { "epoch": 303.25, "learning_rate": 6.1291139240506335e-06, "loss": 0.0, "step": 30325 }, { "epoch": 303.5, "learning_rate": 6.113924050632912e-06, "loss": 0.0, "step": 30350 }, { "epoch": 303.75, "learning_rate": 6.098101265822785e-06, "loss": 0.0, "step": 30375 }, { "epoch": 304.0, "learning_rate": 6.0822784810126584e-06, "loss": 0.0, "step": 30400 }, { "epoch": 304.25, "learning_rate": 6.066455696202532e-06, "loss": 0.0, "step": 30425 }, { "epoch": 304.5, "learning_rate": 6.050632911392405e-06, "loss": 0.0, "step": 30450 }, { "epoch": 304.75, "learning_rate": 6.034810126582278e-06, "loss": 0.0, "step": 30475 }, { "epoch": 305.0, "learning_rate": 6.018987341772153e-06, "loss": 0.0, "step": 30500 }, { "epoch": 305.25, "learning_rate": 6.0031645569620254e-06, "loss": 0.0, "step": 30525 }, { "epoch": 305.5, "learning_rate": 5.987341772151899e-06, "loss": 0.0, "step": 30550 }, { "epoch": 305.75, "learning_rate": 5.971518987341773e-06, "loss": 0.0, "step": 30575 }, { "epoch": 306.0, "learning_rate": 5.955696202531646e-06, "loss": 0.0, "step": 30600 }, { "epoch": 306.25, "learning_rate": 5.939873417721519e-06, "loss": 0.0, "step": 30625 }, { "epoch": 306.5, "learning_rate": 5.9240506329113924e-06, "loss": 0.0, "step": 30650 }, { "epoch": 306.75, "learning_rate": 5.908227848101266e-06, "loss": 0.0, "step": 30675 }, { "epoch": 307.0, "learning_rate": 5.8924050632911396e-06, "loss": 0.0, "step": 30700 }, { "epoch": 307.25, "learning_rate": 5.876582278481013e-06, "loss": 0.0, "step": 30725 }, { "epoch": 307.5, "learning_rate": 5.860759493670887e-06, "loss": 0.0, "step": 30750 }, { "epoch": 307.75, "learning_rate": 5.8449367088607594e-06, "loss": 0.0, "step": 30775 }, { "epoch": 308.0, "learning_rate": 5.829113924050633e-06, "loss": 0.0, "step": 30800 }, { "epoch": 308.25, "learning_rate": 5.8132911392405066e-06, "loss": 0.0, "step": 30825 }, { "epoch": 308.5, "learning_rate": 5.79746835443038e-06, "loss": 0.0, "step": 30850 }, { "epoch": 308.75, "learning_rate": 5.781645569620253e-06, "loss": 0.0, "step": 30875 }, { "epoch": 309.0, "learning_rate": 5.765822784810127e-06, "loss": 0.0, "step": 30900 }, { "epoch": 309.25, "learning_rate": 5.750000000000001e-06, "loss": 0.0, "step": 30925 }, { "epoch": 309.5, "learning_rate": 5.7341772151898736e-06, "loss": 0.0, "step": 30950 }, { "epoch": 309.75, "learning_rate": 5.718354430379747e-06, "loss": 0.0, "step": 30975 }, { "epoch": 310.0, "learning_rate": 5.702531645569621e-06, "loss": 0.0, "step": 31000 }, { "epoch": 310.0, "eval_loss": 0.5525209307670593, "eval_runtime": 158.5191, "eval_samples_per_second": 80.382, "eval_steps_per_second": 1.262, "eval_wer": 16.263482882601217, "step": 31000 }, { "epoch": 310.25, "learning_rate": 5.6867088607594934e-06, "loss": 0.0, "step": 31025 }, { "epoch": 310.5, "learning_rate": 5.670886075949367e-06, "loss": 0.0, "step": 31050 }, { "epoch": 310.75, "learning_rate": 5.6550632911392406e-06, "loss": 0.0, "step": 31075 }, { "epoch": 311.0, "learning_rate": 5.639240506329114e-06, "loss": 0.0, "step": 31100 }, { "epoch": 311.25, "learning_rate": 5.623417721518988e-06, "loss": 0.0, "step": 31125 }, { "epoch": 311.5, "learning_rate": 5.607594936708861e-06, "loss": 0.0, "step": 31150 }, { "epoch": 311.75, "learning_rate": 5.591772151898735e-06, "loss": 0.0, "step": 31175 }, { "epoch": 312.0, "learning_rate": 5.5759493670886076e-06, "loss": 0.0, "step": 31200 }, { "epoch": 312.25, "learning_rate": 5.560126582278481e-06, "loss": 0.0, "step": 31225 }, { "epoch": 312.5, "learning_rate": 5.544303797468355e-06, "loss": 0.0, "step": 31250 }, { "epoch": 312.75, "learning_rate": 5.528481012658228e-06, "loss": 0.0, "step": 31275 }, { "epoch": 313.0, "learning_rate": 5.512658227848101e-06, "loss": 0.0, "step": 31300 }, { "epoch": 313.25, "learning_rate": 5.496835443037975e-06, "loss": 0.0, "step": 31325 }, { "epoch": 313.5, "learning_rate": 5.481012658227849e-06, "loss": 0.0, "step": 31350 }, { "epoch": 313.75, "learning_rate": 5.465189873417722e-06, "loss": 0.0, "step": 31375 }, { "epoch": 314.0, "learning_rate": 5.449367088607595e-06, "loss": 0.0, "step": 31400 }, { "epoch": 314.25, "learning_rate": 5.433544303797469e-06, "loss": 0.0, "step": 31425 }, { "epoch": 314.5, "learning_rate": 5.4177215189873416e-06, "loss": 0.0, "step": 31450 }, { "epoch": 314.75, "learning_rate": 5.401898734177215e-06, "loss": 0.0, "step": 31475 }, { "epoch": 315.0, "learning_rate": 5.386075949367089e-06, "loss": 0.0, "step": 31500 }, { "epoch": 315.25, "learning_rate": 5.370253164556962e-06, "loss": 0.0, "step": 31525 }, { "epoch": 315.5, "learning_rate": 5.354430379746836e-06, "loss": 0.0, "step": 31550 }, { "epoch": 315.75, "learning_rate": 5.338607594936709e-06, "loss": 0.0, "step": 31575 }, { "epoch": 316.0, "learning_rate": 5.322784810126583e-06, "loss": 0.0, "step": 31600 }, { "epoch": 316.25, "learning_rate": 5.306962025316456e-06, "loss": 0.0, "step": 31625 }, { "epoch": 316.5, "learning_rate": 5.291139240506329e-06, "loss": 0.0, "step": 31650 }, { "epoch": 316.75, "learning_rate": 5.275316455696203e-06, "loss": 0.0, "step": 31675 }, { "epoch": 317.0, "learning_rate": 5.2594936708860756e-06, "loss": 0.0, "step": 31700 }, { "epoch": 317.25, "learning_rate": 5.24367088607595e-06, "loss": 0.0, "step": 31725 }, { "epoch": 317.5, "learning_rate": 5.2278481012658236e-06, "loss": 0.0, "step": 31750 }, { "epoch": 317.75, "learning_rate": 5.212025316455696e-06, "loss": 0.0, "step": 31775 }, { "epoch": 318.0, "learning_rate": 5.19620253164557e-06, "loss": 0.0, "step": 31800 }, { "epoch": 318.25, "learning_rate": 5.180379746835443e-06, "loss": 0.0, "step": 31825 }, { "epoch": 318.5, "learning_rate": 5.164556962025317e-06, "loss": 0.0, "step": 31850 }, { "epoch": 318.75, "learning_rate": 5.14873417721519e-06, "loss": 0.0, "step": 31875 }, { "epoch": 319.0, "learning_rate": 5.132911392405063e-06, "loss": 0.0, "step": 31900 }, { "epoch": 319.25, "learning_rate": 5.117088607594938e-06, "loss": 0.0, "step": 31925 }, { "epoch": 319.5, "learning_rate": 5.10126582278481e-06, "loss": 0.0, "step": 31950 }, { "epoch": 319.75, "learning_rate": 5.085443037974684e-06, "loss": 0.0, "step": 31975 }, { "epoch": 320.0, "learning_rate": 5.0696202531645576e-06, "loss": 0.0, "step": 32000 }, { "epoch": 320.0, "eval_loss": 0.5624327659606934, "eval_runtime": 158.6013, "eval_samples_per_second": 80.34, "eval_steps_per_second": 1.261, "eval_wer": 16.29572455838674, "step": 32000 }, { "epoch": 320.25, "learning_rate": 5.05379746835443e-06, "loss": 0.0, "step": 32025 }, { "epoch": 320.5, "learning_rate": 5.037974683544304e-06, "loss": 0.0, "step": 32050 }, { "epoch": 320.75, "learning_rate": 5.022151898734177e-06, "loss": 0.0, "step": 32075 }, { "epoch": 321.0, "learning_rate": 5.006329113924051e-06, "loss": 0.0, "step": 32100 }, { "epoch": 321.25, "learning_rate": 4.990506329113924e-06, "loss": 0.0, "step": 32125 }, { "epoch": 321.5, "learning_rate": 4.974683544303798e-06, "loss": 0.0, "step": 32150 }, { "epoch": 321.75, "learning_rate": 4.958860759493672e-06, "loss": 0.0, "step": 32175 }, { "epoch": 322.0, "learning_rate": 4.943037974683544e-06, "loss": 0.0, "step": 32200 }, { "epoch": 322.25, "learning_rate": 4.927215189873418e-06, "loss": 0.0, "step": 32225 }, { "epoch": 322.5, "learning_rate": 4.9113924050632915e-06, "loss": 0.0, "step": 32250 }, { "epoch": 322.75, "learning_rate": 4.895569620253164e-06, "loss": 0.0, "step": 32275 }, { "epoch": 323.0, "learning_rate": 4.879746835443038e-06, "loss": 0.0, "step": 32300 }, { "epoch": 323.25, "learning_rate": 4.863924050632911e-06, "loss": 0.0, "step": 32325 }, { "epoch": 323.5, "learning_rate": 4.848101265822785e-06, "loss": 0.0, "step": 32350 }, { "epoch": 323.75, "learning_rate": 4.8322784810126585e-06, "loss": 0.0, "step": 32375 }, { "epoch": 324.0, "learning_rate": 4.816455696202532e-06, "loss": 0.0, "step": 32400 }, { "epoch": 324.25, "learning_rate": 4.800632911392406e-06, "loss": 0.0, "step": 32425 }, { "epoch": 324.5, "learning_rate": 4.784810126582278e-06, "loss": 0.0, "step": 32450 }, { "epoch": 324.75, "learning_rate": 4.768987341772152e-06, "loss": 0.0, "step": 32475 }, { "epoch": 325.0, "learning_rate": 4.7531645569620255e-06, "loss": 0.0, "step": 32500 }, { "epoch": 325.25, "learning_rate": 4.737341772151898e-06, "loss": 0.0, "step": 32525 }, { "epoch": 325.5, "learning_rate": 4.721518987341773e-06, "loss": 0.0, "step": 32550 }, { "epoch": 325.75, "learning_rate": 4.705696202531646e-06, "loss": 0.0, "step": 32575 }, { "epoch": 326.0, "learning_rate": 4.689873417721519e-06, "loss": 0.0, "step": 32600 }, { "epoch": 326.25, "learning_rate": 4.6740506329113925e-06, "loss": 0.0, "step": 32625 }, { "epoch": 326.5, "learning_rate": 4.658227848101266e-06, "loss": 0.0, "step": 32650 }, { "epoch": 326.75, "learning_rate": 4.64240506329114e-06, "loss": 0.0, "step": 32675 }, { "epoch": 327.0, "learning_rate": 4.626582278481012e-06, "loss": 0.0, "step": 32700 }, { "epoch": 327.25, "learning_rate": 4.610759493670886e-06, "loss": 0.0, "step": 32725 }, { "epoch": 327.5, "learning_rate": 4.59493670886076e-06, "loss": 0.0, "step": 32750 }, { "epoch": 327.75, "learning_rate": 4.579113924050633e-06, "loss": 0.0, "step": 32775 }, { "epoch": 328.0, "learning_rate": 4.563291139240507e-06, "loss": 0.0, "step": 32800 }, { "epoch": 328.25, "learning_rate": 4.54746835443038e-06, "loss": 0.0, "step": 32825 }, { "epoch": 328.5, "learning_rate": 4.531645569620253e-06, "loss": 0.0, "step": 32850 }, { "epoch": 328.75, "learning_rate": 4.5158227848101265e-06, "loss": 0.0, "step": 32875 }, { "epoch": 329.0, "learning_rate": 4.5e-06, "loss": 0.0, "step": 32900 }, { "epoch": 329.25, "learning_rate": 4.484177215189874e-06, "loss": 0.0, "step": 32925 }, { "epoch": 329.5, "learning_rate": 4.468354430379746e-06, "loss": 0.0, "step": 32950 }, { "epoch": 329.75, "learning_rate": 4.452531645569621e-06, "loss": 0.0, "step": 32975 }, { "epoch": 330.0, "learning_rate": 4.436708860759494e-06, "loss": 0.0, "step": 33000 }, { "epoch": 330.0, "eval_loss": 0.5705838203430176, "eval_runtime": 157.8203, "eval_samples_per_second": 80.737, "eval_steps_per_second": 1.267, "eval_wer": 16.329920275128966, "step": 33000 }, { "epoch": 330.25, "learning_rate": 4.420886075949367e-06, "loss": 0.0, "step": 33025 }, { "epoch": 330.5, "learning_rate": 4.405063291139241e-06, "loss": 0.0, "step": 33050 }, { "epoch": 330.75, "learning_rate": 4.389240506329114e-06, "loss": 0.0, "step": 33075 }, { "epoch": 331.0, "learning_rate": 4.373417721518988e-06, "loss": 0.0, "step": 33100 }, { "epoch": 331.25, "learning_rate": 4.3575949367088605e-06, "loss": 0.0, "step": 33125 }, { "epoch": 331.5, "learning_rate": 4.341772151898734e-06, "loss": 0.0, "step": 33150 }, { "epoch": 331.75, "learning_rate": 4.325949367088608e-06, "loss": 0.0, "step": 33175 }, { "epoch": 332.0, "learning_rate": 4.310126582278481e-06, "loss": 0.0, "step": 33200 }, { "epoch": 332.25, "learning_rate": 4.294303797468355e-06, "loss": 0.0, "step": 33225 }, { "epoch": 332.5, "learning_rate": 4.278481012658228e-06, "loss": 0.0, "step": 33250 }, { "epoch": 332.75, "learning_rate": 4.262658227848101e-06, "loss": 0.0, "step": 33275 }, { "epoch": 333.0, "learning_rate": 4.246835443037975e-06, "loss": 0.0, "step": 33300 }, { "epoch": 333.25, "learning_rate": 4.231012658227848e-06, "loss": 0.0, "step": 33325 }, { "epoch": 333.5, "learning_rate": 4.215189873417722e-06, "loss": 0.0, "step": 33350 }, { "epoch": 333.75, "learning_rate": 4.199367088607595e-06, "loss": 0.0, "step": 33375 }, { "epoch": 334.0, "learning_rate": 4.183544303797469e-06, "loss": 0.0, "step": 33400 }, { "epoch": 334.25, "learning_rate": 4.1677215189873425e-06, "loss": 0.0, "step": 33425 }, { "epoch": 334.5, "learning_rate": 4.151898734177215e-06, "loss": 0.0, "step": 33450 }, { "epoch": 334.75, "learning_rate": 4.136075949367089e-06, "loss": 0.0, "step": 33475 }, { "epoch": 335.0, "learning_rate": 4.120253164556962e-06, "loss": 0.0, "step": 33500 }, { "epoch": 335.25, "learning_rate": 4.104430379746835e-06, "loss": 0.0, "step": 33525 }, { "epoch": 335.5, "learning_rate": 4.088607594936709e-06, "loss": 0.0, "step": 33550 }, { "epoch": 335.75, "learning_rate": 4.072784810126583e-06, "loss": 0.0, "step": 33575 }, { "epoch": 336.0, "learning_rate": 4.056962025316456e-06, "loss": 0.0, "step": 33600 }, { "epoch": 336.25, "learning_rate": 4.041139240506329e-06, "loss": 0.0, "step": 33625 }, { "epoch": 336.5, "learning_rate": 4.025316455696203e-06, "loss": 0.0, "step": 33650 }, { "epoch": 336.75, "learning_rate": 4.0094936708860765e-06, "loss": 0.0, "step": 33675 }, { "epoch": 337.0, "learning_rate": 3.993670886075949e-06, "loss": 0.0, "step": 33700 }, { "epoch": 337.25, "learning_rate": 3.977848101265823e-06, "loss": 0.0, "step": 33725 }, { "epoch": 337.5, "learning_rate": 3.962025316455696e-06, "loss": 0.0, "step": 33750 }, { "epoch": 337.75, "learning_rate": 3.946202531645569e-06, "loss": 0.0, "step": 33775 }, { "epoch": 338.0, "learning_rate": 3.9303797468354435e-06, "loss": 0.0, "step": 33800 }, { "epoch": 338.25, "learning_rate": 3.914556962025317e-06, "loss": 0.0, "step": 33825 }, { "epoch": 338.5, "learning_rate": 3.89873417721519e-06, "loss": 0.0, "step": 33850 }, { "epoch": 338.75, "learning_rate": 3.882911392405063e-06, "loss": 0.0, "step": 33875 }, { "epoch": 339.0, "learning_rate": 3.867088607594937e-06, "loss": 0.0, "step": 33900 }, { "epoch": 339.25, "learning_rate": 3.8512658227848105e-06, "loss": 0.0, "step": 33925 }, { "epoch": 339.5, "learning_rate": 3.835443037974683e-06, "loss": 0.0, "step": 33950 }, { "epoch": 339.75, "learning_rate": 3.819620253164557e-06, "loss": 0.0, "step": 33975 }, { "epoch": 340.0, "learning_rate": 3.803797468354431e-06, "loss": 0.0, "step": 34000 }, { "epoch": 340.0, "eval_loss": 0.5797959566116333, "eval_runtime": 158.034, "eval_samples_per_second": 80.628, "eval_steps_per_second": 1.266, "eval_wer": 16.353368766609346, "step": 34000 }, { "epoch": 340.25, "learning_rate": 3.7879746835443044e-06, "loss": 0.0, "step": 34025 }, { "epoch": 340.5, "learning_rate": 3.7721518987341775e-06, "loss": 0.0, "step": 34050 }, { "epoch": 340.75, "learning_rate": 3.7563291139240507e-06, "loss": 0.0, "step": 34075 }, { "epoch": 341.0, "learning_rate": 3.7405063291139242e-06, "loss": 0.0, "step": 34100 }, { "epoch": 341.25, "learning_rate": 3.7246835443037974e-06, "loss": 0.0, "step": 34125 }, { "epoch": 341.5, "learning_rate": 3.708860759493671e-06, "loss": 0.0, "step": 34150 }, { "epoch": 341.75, "learning_rate": 3.693037974683544e-06, "loss": 0.0, "step": 34175 }, { "epoch": 342.0, "learning_rate": 3.677215189873418e-06, "loss": 0.0, "step": 34200 }, { "epoch": 342.25, "learning_rate": 3.6613924050632917e-06, "loss": 0.0, "step": 34225 }, { "epoch": 342.5, "learning_rate": 3.645569620253165e-06, "loss": 0.0, "step": 34250 }, { "epoch": 342.75, "learning_rate": 3.6297468354430384e-06, "loss": 0.0, "step": 34275 }, { "epoch": 343.0, "learning_rate": 3.6139240506329115e-06, "loss": 0.0, "step": 34300 }, { "epoch": 343.25, "learning_rate": 3.5981012658227847e-06, "loss": 0.0, "step": 34325 }, { "epoch": 343.5, "learning_rate": 3.5822784810126582e-06, "loss": 0.0, "step": 34350 }, { "epoch": 343.75, "learning_rate": 3.5670886075949364e-06, "loss": 0.0, "step": 34375 }, { "epoch": 344.0, "learning_rate": 3.5512658227848104e-06, "loss": 0.0, "step": 34400 }, { "epoch": 344.25, "learning_rate": 3.535443037974684e-06, "loss": 0.0, "step": 34425 }, { "epoch": 344.5, "learning_rate": 3.519620253164557e-06, "loss": 0.0, "step": 34450 }, { "epoch": 344.75, "learning_rate": 3.5037974683544307e-06, "loss": 0.0, "step": 34475 }, { "epoch": 345.0, "learning_rate": 3.487974683544304e-06, "loss": 0.0, "step": 34500 }, { "epoch": 345.25, "learning_rate": 3.4721518987341774e-06, "loss": 0.0, "step": 34525 }, { "epoch": 345.5, "learning_rate": 3.4563291139240506e-06, "loss": 0.0, "step": 34550 }, { "epoch": 345.75, "learning_rate": 3.4405063291139237e-06, "loss": 0.0, "step": 34575 }, { "epoch": 346.0, "learning_rate": 3.4246835443037977e-06, "loss": 0.0, "step": 34600 }, { "epoch": 346.25, "learning_rate": 3.4088607594936713e-06, "loss": 0.0, "step": 34625 }, { "epoch": 346.5, "learning_rate": 3.3930379746835444e-06, "loss": 0.0, "step": 34650 }, { "epoch": 346.75, "learning_rate": 3.377215189873418e-06, "loss": 0.0, "step": 34675 }, { "epoch": 347.0, "learning_rate": 3.361392405063291e-06, "loss": 0.0, "step": 34700 }, { "epoch": 347.25, "learning_rate": 3.3455696202531647e-06, "loss": 0.0, "step": 34725 }, { "epoch": 347.5, "learning_rate": 3.329746835443038e-06, "loss": 0.0, "step": 34750 }, { "epoch": 347.75, "learning_rate": 3.3139240506329114e-06, "loss": 0.0, "step": 34775 }, { "epoch": 348.0, "learning_rate": 3.2981012658227854e-06, "loss": 0.0, "step": 34800 }, { "epoch": 348.25, "learning_rate": 3.2822784810126586e-06, "loss": 0.0, "step": 34825 }, { "epoch": 348.5, "learning_rate": 3.266455696202532e-06, "loss": 0.0, "step": 34850 }, { "epoch": 348.75, "learning_rate": 3.2506329113924053e-06, "loss": 0.0, "step": 34875 }, { "epoch": 349.0, "learning_rate": 3.2348101265822784e-06, "loss": 0.0, "step": 34900 }, { "epoch": 349.25, "learning_rate": 3.218987341772152e-06, "loss": 0.0, "step": 34925 }, { "epoch": 349.5, "learning_rate": 3.203164556962025e-06, "loss": 0.0, "step": 34950 }, { "epoch": 349.75, "learning_rate": 3.1873417721518987e-06, "loss": 0.0, "step": 34975 }, { "epoch": 350.0, "learning_rate": 3.1715189873417727e-06, "loss": 0.0, "step": 35000 }, { "epoch": 350.0, "eval_loss": 0.5880439281463623, "eval_runtime": 159.3626, "eval_samples_per_second": 79.956, "eval_steps_per_second": 1.255, "eval_wer": 16.349460684695952, "step": 35000 }, { "epoch": 350.25, "learning_rate": 3.155696202531646e-06, "loss": 0.0, "step": 35025 }, { "epoch": 350.5, "learning_rate": 3.1398734177215194e-06, "loss": 0.0, "step": 35050 }, { "epoch": 350.75, "learning_rate": 3.1240506329113926e-06, "loss": 0.0, "step": 35075 }, { "epoch": 351.0, "learning_rate": 3.108227848101266e-06, "loss": 0.0, "step": 35100 }, { "epoch": 351.25, "learning_rate": 3.0924050632911393e-06, "loss": 0.0, "step": 35125 }, { "epoch": 351.5, "learning_rate": 3.076582278481013e-06, "loss": 0.0, "step": 35150 }, { "epoch": 351.75, "learning_rate": 3.0607594936708864e-06, "loss": 0.0, "step": 35175 }, { "epoch": 352.0, "learning_rate": 3.0449367088607596e-06, "loss": 0.0, "step": 35200 }, { "epoch": 352.25, "learning_rate": 3.029113924050633e-06, "loss": 0.0, "step": 35225 }, { "epoch": 352.5, "learning_rate": 3.0132911392405063e-06, "loss": 0.0, "step": 35250 }, { "epoch": 352.75, "learning_rate": 2.99746835443038e-06, "loss": 0.0, "step": 35275 }, { "epoch": 353.0, "learning_rate": 2.9816455696202534e-06, "loss": 0.0, "step": 35300 }, { "epoch": 353.25, "learning_rate": 2.9658227848101266e-06, "loss": 0.0, "step": 35325 }, { "epoch": 353.5, "learning_rate": 2.95e-06, "loss": 0.0, "step": 35350 }, { "epoch": 353.75, "learning_rate": 2.9341772151898737e-06, "loss": 0.0, "step": 35375 }, { "epoch": 354.0, "learning_rate": 2.918354430379747e-06, "loss": 0.0, "step": 35400 }, { "epoch": 354.25, "learning_rate": 2.9025316455696204e-06, "loss": 0.0, "step": 35425 }, { "epoch": 354.5, "learning_rate": 2.8867088607594936e-06, "loss": 0.0, "step": 35450 }, { "epoch": 354.75, "learning_rate": 2.8708860759493676e-06, "loss": 0.0, "step": 35475 }, { "epoch": 355.0, "learning_rate": 2.8550632911392407e-06, "loss": 0.0, "step": 35500 }, { "epoch": 355.25, "learning_rate": 2.839240506329114e-06, "loss": 0.0, "step": 35525 }, { "epoch": 355.5, "learning_rate": 2.8234177215189874e-06, "loss": 0.0, "step": 35550 }, { "epoch": 355.75, "learning_rate": 2.807594936708861e-06, "loss": 0.0, "step": 35575 }, { "epoch": 356.0, "learning_rate": 2.7917721518987346e-06, "loss": 0.0, "step": 35600 }, { "epoch": 356.25, "learning_rate": 2.7759493670886077e-06, "loss": 0.0, "step": 35625 }, { "epoch": 356.5, "learning_rate": 2.760126582278481e-06, "loss": 0.0, "step": 35650 }, { "epoch": 356.75, "learning_rate": 2.744303797468355e-06, "loss": 0.0, "step": 35675 }, { "epoch": 357.0, "learning_rate": 2.728481012658228e-06, "loss": 0.0, "step": 35700 }, { "epoch": 357.25, "learning_rate": 2.7126582278481016e-06, "loss": 0.0, "step": 35725 }, { "epoch": 357.5, "learning_rate": 2.6968354430379747e-06, "loss": 0.0, "step": 35750 }, { "epoch": 357.75, "learning_rate": 2.6810126582278483e-06, "loss": 0.0, "step": 35775 }, { "epoch": 358.0, "learning_rate": 2.665189873417722e-06, "loss": 0.0, "step": 35800 }, { "epoch": 358.25, "learning_rate": 2.649367088607595e-06, "loss": 0.0, "step": 35825 }, { "epoch": 358.5, "learning_rate": 2.6335443037974686e-06, "loss": 0.0, "step": 35850 }, { "epoch": 358.75, "learning_rate": 2.617721518987342e-06, "loss": 0.0, "step": 35875 }, { "epoch": 359.0, "learning_rate": 2.6018987341772153e-06, "loss": 0.0, "step": 35900 }, { "epoch": 359.25, "learning_rate": 2.586075949367089e-06, "loss": 0.0, "step": 35925 }, { "epoch": 359.5, "learning_rate": 2.570253164556962e-06, "loss": 0.0, "step": 35950 }, { "epoch": 359.75, "learning_rate": 2.5544303797468355e-06, "loss": 0.0, "step": 35975 }, { "epoch": 360.0, "learning_rate": 2.538607594936709e-06, "loss": 0.0, "step": 36000 }, { "epoch": 360.0, "eval_loss": 0.5948340892791748, "eval_runtime": 159.034, "eval_samples_per_second": 80.121, "eval_steps_per_second": 1.258, "eval_wer": 16.36216195091449, "step": 36000 }, { "epoch": 360.25, "learning_rate": 2.5227848101265823e-06, "loss": 0.0, "step": 36025 }, { "epoch": 360.5, "learning_rate": 2.506962025316456e-06, "loss": 0.0, "step": 36050 }, { "epoch": 360.75, "learning_rate": 2.491139240506329e-06, "loss": 0.0, "step": 36075 }, { "epoch": 361.0, "learning_rate": 2.4753164556962025e-06, "loss": 0.0, "step": 36100 }, { "epoch": 361.25, "learning_rate": 2.459493670886076e-06, "loss": 0.0, "step": 36125 }, { "epoch": 361.5, "learning_rate": 2.4436708860759493e-06, "loss": 0.0, "step": 36150 }, { "epoch": 361.75, "learning_rate": 2.427848101265823e-06, "loss": 0.0, "step": 36175 }, { "epoch": 362.0, "learning_rate": 2.4120253164556964e-06, "loss": 0.0, "step": 36200 }, { "epoch": 362.25, "learning_rate": 2.3962025316455695e-06, "loss": 0.0, "step": 36225 }, { "epoch": 362.5, "learning_rate": 2.380379746835443e-06, "loss": 0.0, "step": 36250 }, { "epoch": 362.75, "learning_rate": 2.3645569620253163e-06, "loss": 0.0, "step": 36275 }, { "epoch": 363.0, "learning_rate": 2.3487341772151903e-06, "loss": 0.0, "step": 36300 }, { "epoch": 363.25, "learning_rate": 2.3329113924050634e-06, "loss": 0.0, "step": 36325 }, { "epoch": 363.5, "learning_rate": 2.317088607594937e-06, "loss": 0.0, "step": 36350 }, { "epoch": 363.75, "learning_rate": 2.30126582278481e-06, "loss": 0.0, "step": 36375 }, { "epoch": 364.0, "learning_rate": 2.2860759493670887e-06, "loss": 0.0, "step": 36400 }, { "epoch": 364.25, "learning_rate": 2.2702531645569623e-06, "loss": 0.0, "step": 36425 }, { "epoch": 364.5, "learning_rate": 2.2544303797468355e-06, "loss": 0.0, "step": 36450 }, { "epoch": 364.75, "learning_rate": 2.238607594936709e-06, "loss": 0.0, "step": 36475 }, { "epoch": 365.0, "learning_rate": 2.2227848101265826e-06, "loss": 0.0, "step": 36500 }, { "epoch": 365.25, "learning_rate": 2.2069620253164557e-06, "loss": 0.0, "step": 36525 }, { "epoch": 365.5, "learning_rate": 2.1911392405063293e-06, "loss": 0.0, "step": 36550 }, { "epoch": 365.75, "learning_rate": 2.175316455696203e-06, "loss": 0.0, "step": 36575 }, { "epoch": 366.0, "learning_rate": 2.159493670886076e-06, "loss": 0.0, "step": 36600 }, { "epoch": 366.25, "learning_rate": 2.1436708860759496e-06, "loss": 0.0, "step": 36625 }, { "epoch": 366.5, "learning_rate": 2.1278481012658227e-06, "loss": 0.0, "step": 36650 }, { "epoch": 366.75, "learning_rate": 2.1120253164556963e-06, "loss": 0.0, "step": 36675 }, { "epoch": 367.0, "learning_rate": 2.09620253164557e-06, "loss": 0.0, "step": 36700 }, { "epoch": 367.25, "learning_rate": 2.080379746835443e-06, "loss": 0.0, "step": 36725 }, { "epoch": 367.5, "learning_rate": 2.0645569620253166e-06, "loss": 0.0, "step": 36750 }, { "epoch": 367.75, "learning_rate": 2.0487341772151897e-06, "loss": 0.0, "step": 36775 }, { "epoch": 368.0, "learning_rate": 2.0329113924050633e-06, "loss": 0.0, "step": 36800 }, { "epoch": 368.25, "learning_rate": 2.017088607594937e-06, "loss": 0.0, "step": 36825 }, { "epoch": 368.5, "learning_rate": 2.00126582278481e-06, "loss": 0.0, "step": 36850 }, { "epoch": 368.75, "learning_rate": 1.9854430379746836e-06, "loss": 0.0, "step": 36875 }, { "epoch": 369.0, "learning_rate": 1.969620253164557e-06, "loss": 0.0, "step": 36900 }, { "epoch": 369.25, "learning_rate": 1.9537974683544303e-06, "loss": 0.0, "step": 36925 }, { "epoch": 369.5, "learning_rate": 1.937974683544304e-06, "loss": 0.0, "step": 36950 }, { "epoch": 369.75, "learning_rate": 1.922151898734177e-06, "loss": 0.0, "step": 36975 }, { "epoch": 370.0, "learning_rate": 1.9063291139240508e-06, "loss": 0.0, "step": 37000 }, { "epoch": 370.0, "eval_loss": 0.6004884839057922, "eval_runtime": 157.7534, "eval_samples_per_second": 80.772, "eval_steps_per_second": 1.268, "eval_wer": 16.393426606221666, "step": 37000 }, { "epoch": 370.25, "learning_rate": 1.8905063291139242e-06, "loss": 0.0, "step": 37025 }, { "epoch": 370.5, "learning_rate": 1.8746835443037975e-06, "loss": 0.0, "step": 37050 }, { "epoch": 370.75, "learning_rate": 1.8588607594936709e-06, "loss": 0.0, "step": 37075 }, { "epoch": 371.0, "learning_rate": 1.8430379746835444e-06, "loss": 0.0, "step": 37100 }, { "epoch": 371.25, "learning_rate": 1.8272151898734178e-06, "loss": 0.0, "step": 37125 }, { "epoch": 371.5, "learning_rate": 1.8113924050632912e-06, "loss": 0.0, "step": 37150 }, { "epoch": 371.75, "learning_rate": 1.7955696202531645e-06, "loss": 0.0, "step": 37175 }, { "epoch": 372.0, "learning_rate": 1.7797468354430383e-06, "loss": 0.0, "step": 37200 }, { "epoch": 372.25, "learning_rate": 1.7639240506329114e-06, "loss": 0.0, "step": 37225 }, { "epoch": 372.5, "learning_rate": 1.7481012658227848e-06, "loss": 0.0, "step": 37250 }, { "epoch": 372.75, "learning_rate": 1.7322784810126582e-06, "loss": 0.0, "step": 37275 }, { "epoch": 373.0, "learning_rate": 1.716455696202532e-06, "loss": 0.0, "step": 37300 }, { "epoch": 373.25, "learning_rate": 1.7006329113924053e-06, "loss": 0.0, "step": 37325 }, { "epoch": 373.5, "learning_rate": 1.6848101265822784e-06, "loss": 0.0, "step": 37350 }, { "epoch": 373.75, "learning_rate": 1.6689873417721518e-06, "loss": 0.0, "step": 37375 }, { "epoch": 374.0, "learning_rate": 1.6531645569620256e-06, "loss": 0.0, "step": 37400 }, { "epoch": 374.25, "learning_rate": 1.637341772151899e-06, "loss": 0.0, "step": 37425 }, { "epoch": 374.5, "learning_rate": 1.6215189873417723e-06, "loss": 0.0, "step": 37450 }, { "epoch": 374.75, "learning_rate": 1.6056962025316457e-06, "loss": 0.0, "step": 37475 }, { "epoch": 375.0, "learning_rate": 1.5898734177215188e-06, "loss": 0.0, "step": 37500 }, { "epoch": 375.25, "learning_rate": 1.5740506329113926e-06, "loss": 0.0, "step": 37525 }, { "epoch": 375.5, "learning_rate": 1.558227848101266e-06, "loss": 0.0, "step": 37550 }, { "epoch": 375.75, "learning_rate": 1.5424050632911393e-06, "loss": 0.0, "step": 37575 }, { "epoch": 376.0, "learning_rate": 1.5265822784810127e-06, "loss": 0.0, "step": 37600 }, { "epoch": 376.25, "learning_rate": 1.510759493670886e-06, "loss": 0.0, "step": 37625 }, { "epoch": 376.5, "learning_rate": 1.4949367088607596e-06, "loss": 0.0, "step": 37650 }, { "epoch": 376.75, "learning_rate": 1.479113924050633e-06, "loss": 0.0, "step": 37675 }, { "epoch": 377.0, "learning_rate": 1.4632911392405065e-06, "loss": 0.0, "step": 37700 }, { "epoch": 377.25, "learning_rate": 1.4474683544303797e-06, "loss": 0.0, "step": 37725 }, { "epoch": 377.5, "learning_rate": 1.4316455696202532e-06, "loss": 0.0, "step": 37750 }, { "epoch": 377.75, "learning_rate": 1.4158227848101266e-06, "loss": 0.0, "step": 37775 }, { "epoch": 378.0, "learning_rate": 1.4000000000000001e-06, "loss": 0.0, "step": 37800 }, { "epoch": 378.25, "learning_rate": 1.3841772151898735e-06, "loss": 0.0, "step": 37825 }, { "epoch": 378.5, "learning_rate": 1.3683544303797469e-06, "loss": 0.0, "step": 37850 }, { "epoch": 378.75, "learning_rate": 1.3525316455696202e-06, "loss": 0.0, "step": 37875 }, { "epoch": 379.0, "learning_rate": 1.3367088607594938e-06, "loss": 0.0, "step": 37900 }, { "epoch": 379.25, "learning_rate": 1.3208860759493671e-06, "loss": 0.0, "step": 37925 }, { "epoch": 379.5, "learning_rate": 1.3050632911392407e-06, "loss": 0.0, "step": 37950 }, { "epoch": 379.75, "learning_rate": 1.2892405063291139e-06, "loss": 0.0, "step": 37975 }, { "epoch": 380.0, "learning_rate": 1.2734177215189874e-06, "loss": 0.0, "step": 38000 }, { "epoch": 380.0, "eval_loss": 0.6044662594795227, "eval_runtime": 158.9961, "eval_samples_per_second": 80.14, "eval_steps_per_second": 1.258, "eval_wer": 16.38756448335157, "step": 38000 }, { "epoch": 380.25, "learning_rate": 1.2575949367088608e-06, "loss": 0.0, "step": 38025 }, { "epoch": 380.5, "learning_rate": 1.2417721518987344e-06, "loss": 0.0, "step": 38050 }, { "epoch": 380.75, "learning_rate": 1.2259493670886077e-06, "loss": 0.0, "step": 38075 }, { "epoch": 381.0, "learning_rate": 1.210126582278481e-06, "loss": 0.0, "step": 38100 }, { "epoch": 381.25, "learning_rate": 1.1943037974683544e-06, "loss": 0.0, "step": 38125 }, { "epoch": 381.5, "learning_rate": 1.178481012658228e-06, "loss": 0.0, "step": 38150 }, { "epoch": 381.75, "learning_rate": 1.1626582278481014e-06, "loss": 0.0, "step": 38175 }, { "epoch": 382.0, "learning_rate": 1.1468354430379747e-06, "loss": 0.0, "step": 38200 }, { "epoch": 382.25, "learning_rate": 1.131012658227848e-06, "loss": 0.0, "step": 38225 }, { "epoch": 382.5, "learning_rate": 1.1151898734177216e-06, "loss": 0.0, "step": 38250 }, { "epoch": 382.75, "learning_rate": 1.099367088607595e-06, "loss": 0.0, "step": 38275 }, { "epoch": 383.0, "learning_rate": 1.0835443037974686e-06, "loss": 0.0, "step": 38300 }, { "epoch": 383.25, "learning_rate": 1.0677215189873417e-06, "loss": 0.0, "step": 38325 }, { "epoch": 383.5, "learning_rate": 1.0518987341772153e-06, "loss": 0.0, "step": 38350 }, { "epoch": 383.75, "learning_rate": 1.0360759493670886e-06, "loss": 0.0, "step": 38375 }, { "epoch": 384.0, "learning_rate": 1.020253164556962e-06, "loss": 0.0, "step": 38400 }, { "epoch": 384.25, "learning_rate": 1.0050632911392404e-06, "loss": 0.0, "step": 38425 }, { "epoch": 384.5, "learning_rate": 9.89240506329114e-07, "loss": 0.0, "step": 38450 }, { "epoch": 384.75, "learning_rate": 9.734177215189873e-07, "loss": 0.0, "step": 38475 }, { "epoch": 385.0, "learning_rate": 9.57594936708861e-07, "loss": 0.0, "step": 38500 }, { "epoch": 385.25, "learning_rate": 9.417721518987342e-07, "loss": 0.0, "step": 38525 }, { "epoch": 385.5, "learning_rate": 9.259493670886077e-07, "loss": 0.0, "step": 38550 }, { "epoch": 385.75, "learning_rate": 9.10126582278481e-07, "loss": 0.0, "step": 38575 }, { "epoch": 386.0, "learning_rate": 8.943037974683546e-07, "loss": 0.0, "step": 38600 }, { "epoch": 386.25, "learning_rate": 8.784810126582279e-07, "loss": 0.0, "step": 38625 }, { "epoch": 386.5, "learning_rate": 8.626582278481014e-07, "loss": 0.0, "step": 38650 }, { "epoch": 386.75, "learning_rate": 8.468354430379747e-07, "loss": 0.0, "step": 38675 }, { "epoch": 387.0, "learning_rate": 8.310126582278482e-07, "loss": 0.0, "step": 38700 }, { "epoch": 387.25, "learning_rate": 8.151898734177215e-07, "loss": 0.0, "step": 38725 }, { "epoch": 387.5, "learning_rate": 7.99367088607595e-07, "loss": 0.0, "step": 38750 }, { "epoch": 387.75, "learning_rate": 7.835443037974684e-07, "loss": 0.0, "step": 38775 }, { "epoch": 388.0, "learning_rate": 7.677215189873418e-07, "loss": 0.0, "step": 38800 }, { "epoch": 388.25, "learning_rate": 7.518987341772152e-07, "loss": 0.0, "step": 38825 }, { "epoch": 388.5, "learning_rate": 7.360759493670887e-07, "loss": 0.0, "step": 38850 }, { "epoch": 388.75, "learning_rate": 7.20253164556962e-07, "loss": 0.0, "step": 38875 }, { "epoch": 389.0, "learning_rate": 7.044303797468355e-07, "loss": 0.0, "step": 38900 }, { "epoch": 389.25, "learning_rate": 6.886075949367089e-07, "loss": 0.0, "step": 38925 }, { "epoch": 389.5, "learning_rate": 6.727848101265823e-07, "loss": 0.0, "step": 38950 }, { "epoch": 389.75, "learning_rate": 6.569620253164558e-07, "loss": 0.0, "step": 38975 }, { "epoch": 390.0, "learning_rate": 6.411392405063291e-07, "loss": 0.0, "step": 39000 }, { "epoch": 390.0, "eval_loss": 0.6074256300926208, "eval_runtime": 159.2979, "eval_samples_per_second": 79.989, "eval_steps_per_second": 1.256, "eval_wer": 16.432507425355634, "step": 39000 }, { "epoch": 390.25, "learning_rate": 6.253164556962026e-07, "loss": 0.0, "step": 39025 }, { "epoch": 390.5, "learning_rate": 6.094936708860759e-07, "loss": 0.0, "step": 39050 }, { "epoch": 390.75, "learning_rate": 5.936708860759494e-07, "loss": 0.0, "step": 39075 }, { "epoch": 391.0, "learning_rate": 5.778481012658229e-07, "loss": 0.0, "step": 39100 }, { "epoch": 391.25, "learning_rate": 5.620253164556962e-07, "loss": 0.0, "step": 39125 }, { "epoch": 391.5, "learning_rate": 5.462025316455697e-07, "loss": 0.0, "step": 39150 }, { "epoch": 391.75, "learning_rate": 5.30379746835443e-07, "loss": 0.0, "step": 39175 }, { "epoch": 392.0, "learning_rate": 5.145569620253165e-07, "loss": 0.0, "step": 39200 }, { "epoch": 392.25, "learning_rate": 4.9873417721519e-07, "loss": 0.0, "step": 39225 }, { "epoch": 392.5, "learning_rate": 4.829113924050633e-07, "loss": 0.0, "step": 39250 }, { "epoch": 392.75, "learning_rate": 4.670886075949368e-07, "loss": 0.0, "step": 39275 }, { "epoch": 393.0, "learning_rate": 4.512658227848102e-07, "loss": 0.0, "step": 39300 }, { "epoch": 393.25, "learning_rate": 4.354430379746836e-07, "loss": 0.0, "step": 39325 }, { "epoch": 393.5, "learning_rate": 4.19620253164557e-07, "loss": 0.0, "step": 39350 }, { "epoch": 393.75, "learning_rate": 4.0379746835443043e-07, "loss": 0.0, "step": 39375 }, { "epoch": 394.0, "learning_rate": 3.8797468354430384e-07, "loss": 0.0, "step": 39400 }, { "epoch": 394.25, "learning_rate": 3.7215189873417725e-07, "loss": 0.0, "step": 39425 }, { "epoch": 394.5, "learning_rate": 3.5632911392405066e-07, "loss": 0.0, "step": 39450 }, { "epoch": 394.75, "learning_rate": 3.4050632911392407e-07, "loss": 0.0, "step": 39475 }, { "epoch": 395.0, "learning_rate": 3.246835443037975e-07, "loss": 0.0, "step": 39500 }, { "epoch": 395.25, "learning_rate": 3.088607594936709e-07, "loss": 0.0, "step": 39525 }, { "epoch": 395.5, "learning_rate": 2.9303797468354436e-07, "loss": 0.0, "step": 39550 }, { "epoch": 395.75, "learning_rate": 2.7721518987341777e-07, "loss": 0.0, "step": 39575 }, { "epoch": 396.0, "learning_rate": 2.613924050632912e-07, "loss": 0.0, "step": 39600 }, { "epoch": 396.25, "learning_rate": 2.4556962025316454e-07, "loss": 0.0, "step": 39625 }, { "epoch": 396.5, "learning_rate": 2.2974683544303797e-07, "loss": 0.0, "step": 39650 }, { "epoch": 396.75, "learning_rate": 2.1392405063291138e-07, "loss": 0.0, "step": 39675 }, { "epoch": 397.0, "learning_rate": 1.9810126582278482e-07, "loss": 0.0, "step": 39700 }, { "epoch": 397.25, "learning_rate": 1.8227848101265823e-07, "loss": 0.0, "step": 39725 }, { "epoch": 397.5, "learning_rate": 1.6645569620253164e-07, "loss": 0.0, "step": 39750 }, { "epoch": 397.75, "learning_rate": 1.5063291139240508e-07, "loss": 0.0, "step": 39775 }, { "epoch": 398.0, "learning_rate": 1.348101265822785e-07, "loss": 0.0, "step": 39800 }, { "epoch": 398.25, "learning_rate": 1.189873417721519e-07, "loss": 0.0, "step": 39825 }, { "epoch": 398.5, "learning_rate": 1.0316455696202532e-07, "loss": 0.0, "step": 39850 }, { "epoch": 398.75, "learning_rate": 8.734177215189874e-08, "loss": 0.0, "step": 39875 }, { "epoch": 399.0, "learning_rate": 7.151898734177216e-08, "loss": 0.0, "step": 39900 }, { "epoch": 399.25, "learning_rate": 5.569620253164557e-08, "loss": 0.0, "step": 39925 }, { "epoch": 399.5, "learning_rate": 3.987341772151899e-08, "loss": 0.0, "step": 39950 }, { "epoch": 399.75, "learning_rate": 2.4050632911392406e-08, "loss": 0.0, "step": 39975 }, { "epoch": 400.0, "learning_rate": 8.227848101265823e-09, "loss": 0.0, "step": 40000 }, { "epoch": 400.0, "eval_loss": 0.6085276007652283, "eval_runtime": 158.0696, "eval_samples_per_second": 80.61, "eval_steps_per_second": 1.265, "eval_wer": 16.431530404877286, "step": 40000 }, { "epoch": 400.0, "step": 40000, "total_flos": 6.61156856856576e+20, "train_loss": 0.008819907821263906, "train_runtime": 68982.7856, "train_samples_per_second": 148.443, "train_steps_per_second": 0.58 } ], "logging_steps": 25, "max_steps": 40000, "num_input_tokens_seen": 0, "num_train_epochs": 400, "save_steps": 1000, "total_flos": 6.61156856856576e+20, "train_batch_size": 128, "trial_name": null, "trial_params": null }