|
{ |
|
"best_metric": 25.502585649644473, |
|
"best_model_checkpoint": "./whisper-base-common-voice-16-pt-v8/checkpoint-4000", |
|
"epoch": 5.181347150259067, |
|
"eval_steps": 1000, |
|
"global_step": 7000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 8.8e-07, |
|
"loss": 3.14, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 1.8800000000000002e-06, |
|
"loss": 2.574, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 2.88e-06, |
|
"loss": 1.9629, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 3.88e-06, |
|
"loss": 1.1213, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.09, |
|
"learning_rate": 4.880000000000001e-06, |
|
"loss": 0.8777, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 5.8800000000000005e-06, |
|
"loss": 0.767, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 6.88e-06, |
|
"loss": 0.7085, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 7.88e-06, |
|
"loss": 0.7318, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.17, |
|
"learning_rate": 8.880000000000001e-06, |
|
"loss": 0.676, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 9.88e-06, |
|
"loss": 0.6427, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 1.0880000000000001e-05, |
|
"loss": 0.6226, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.22, |
|
"learning_rate": 1.188e-05, |
|
"loss": 0.6164, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 1.2880000000000002e-05, |
|
"loss": 0.6673, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 1.3880000000000001e-05, |
|
"loss": 0.577, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.28, |
|
"learning_rate": 1.4880000000000002e-05, |
|
"loss": 0.5764, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.588e-05, |
|
"loss": 0.5949, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.31, |
|
"learning_rate": 1.688e-05, |
|
"loss": 0.5552, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 1.788e-05, |
|
"loss": 0.5624, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.35, |
|
"learning_rate": 1.8880000000000002e-05, |
|
"loss": 0.5672, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 1.9880000000000003e-05, |
|
"loss": 0.5403, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 1.9932307692307693e-05, |
|
"loss": 0.5491, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.41, |
|
"learning_rate": 1.9855384615384618e-05, |
|
"loss": 0.5894, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.43, |
|
"learning_rate": 1.977846153846154e-05, |
|
"loss": 0.5285, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 1.9701538461538463e-05, |
|
"loss": 0.5467, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.46, |
|
"learning_rate": 1.9624615384615387e-05, |
|
"loss": 0.6033, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 1.9547692307692308e-05, |
|
"loss": 0.5171, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"learning_rate": 1.9470769230769233e-05, |
|
"loss": 0.5449, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 1.9393846153846157e-05, |
|
"loss": 0.4971, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.54, |
|
"learning_rate": 1.9316923076923078e-05, |
|
"loss": 0.5514, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.56, |
|
"learning_rate": 1.9240000000000002e-05, |
|
"loss": 0.4778, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 0.57, |
|
"learning_rate": 1.9163076923076923e-05, |
|
"loss": 0.5503, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 1.9086153846153847e-05, |
|
"loss": 0.4861, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 1.9009230769230772e-05, |
|
"loss": 0.4682, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 1.8932307692307693e-05, |
|
"loss": 0.4802, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 1.8855384615384617e-05, |
|
"loss": 0.4811, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 1.877846153846154e-05, |
|
"loss": 0.4963, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 1.8701538461538462e-05, |
|
"loss": 0.5029, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 0.7, |
|
"learning_rate": 1.8624615384615387e-05, |
|
"loss": 0.4717, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 0.72, |
|
"learning_rate": 1.8547692307692308e-05, |
|
"loss": 0.5072, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.8470769230769232e-05, |
|
"loss": 0.4883, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"eval_WER": 28.031674208144796, |
|
"eval_WER_NORMALIZED": 21.832715365724468, |
|
"eval_loss": 0.3803258538246155, |
|
"eval_runtime": 1308.0449, |
|
"eval_samples_per_second": 7.186, |
|
"eval_steps_per_second": 0.45, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"learning_rate": 1.8393846153846156e-05, |
|
"loss": 0.4572, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 1.8316923076923077e-05, |
|
"loss": 0.4627, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 1.824e-05, |
|
"loss": 0.434, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 1.8163076923076926e-05, |
|
"loss": 0.4043, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 0.83, |
|
"learning_rate": 1.8086153846153847e-05, |
|
"loss": 0.464, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 0.85, |
|
"learning_rate": 1.800923076923077e-05, |
|
"loss": 0.4155, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 1.7932307692307692e-05, |
|
"loss": 0.4151, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.7855384615384616e-05, |
|
"loss": 0.4333, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 1.777846153846154e-05, |
|
"loss": 0.4288, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 1.7701538461538462e-05, |
|
"loss": 0.4837, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 1.7624615384615386e-05, |
|
"loss": 0.4438, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"learning_rate": 1.754769230769231e-05, |
|
"loss": 0.4399, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"learning_rate": 1.747076923076923e-05, |
|
"loss": 0.4127, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.7393846153846156e-05, |
|
"loss": 0.4059, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 1.7316923076923077e-05, |
|
"loss": 0.2737, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 1.724e-05, |
|
"loss": 0.2745, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.7163076923076925e-05, |
|
"loss": 0.2944, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 1.7086153846153846e-05, |
|
"loss": 0.2879, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 1.09, |
|
"learning_rate": 1.700923076923077e-05, |
|
"loss": 0.2987, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.6932307692307695e-05, |
|
"loss": 0.2546, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 1.6855384615384616e-05, |
|
"loss": 0.2703, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 1.15, |
|
"learning_rate": 1.677846153846154e-05, |
|
"loss": 0.2698, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 1.17, |
|
"learning_rate": 1.670153846153846e-05, |
|
"loss": 0.2657, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 1.18, |
|
"learning_rate": 1.6624615384615385e-05, |
|
"loss": 0.2583, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 1.654769230769231e-05, |
|
"loss": 0.284, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 1.22, |
|
"learning_rate": 1.647076923076923e-05, |
|
"loss": 0.2543, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 1.24, |
|
"learning_rate": 1.6393846153846155e-05, |
|
"loss": 0.2786, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 1.631692307692308e-05, |
|
"loss": 0.2472, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 1.28, |
|
"learning_rate": 1.6240000000000004e-05, |
|
"loss": 0.2536, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 1.3, |
|
"learning_rate": 1.6163076923076925e-05, |
|
"loss": 0.2562, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 1.6086153846153846e-05, |
|
"loss": 0.2944, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 1.600923076923077e-05, |
|
"loss": 0.2398, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 1.35, |
|
"learning_rate": 1.5932307692307694e-05, |
|
"loss": 0.2641, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 1.5855384615384615e-05, |
|
"loss": 0.2465, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 1.577846153846154e-05, |
|
"loss": 0.246, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 1.41, |
|
"learning_rate": 1.5701538461538464e-05, |
|
"loss": 0.2694, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 1.5624615384615388e-05, |
|
"loss": 0.2532, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 1.44, |
|
"learning_rate": 1.554769230769231e-05, |
|
"loss": 0.255, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 1.547076923076923e-05, |
|
"loss": 0.2695, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"learning_rate": 1.5393846153846154e-05, |
|
"loss": 0.2659, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"eval_WER": 26.368778280542987, |
|
"eval_WER_NORMALIZED": 20.166610487793132, |
|
"eval_loss": 0.36767107248306274, |
|
"eval_runtime": 1317.0971, |
|
"eval_samples_per_second": 7.136, |
|
"eval_steps_per_second": 0.446, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 1.531692307692308e-05, |
|
"loss": 0.263, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 1.5240000000000001e-05, |
|
"loss": 0.24, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 1.54, |
|
"learning_rate": 1.5163076923076924e-05, |
|
"loss": 0.2687, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 1.5089230769230772e-05, |
|
"loss": 0.2375, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 1.57, |
|
"learning_rate": 1.5012307692307693e-05, |
|
"loss": 0.2445, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 1.59, |
|
"learning_rate": 1.4935384615384616e-05, |
|
"loss": 0.2499, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 1.485846153846154e-05, |
|
"loss": 0.2412, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 1.4781538461538463e-05, |
|
"loss": 0.2409, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 1.4704615384615387e-05, |
|
"loss": 0.2235, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 1.462769230769231e-05, |
|
"loss": 0.2683, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 1.4550769230769232e-05, |
|
"loss": 0.2534, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 1.7, |
|
"learning_rate": 1.4473846153846157e-05, |
|
"loss": 0.2374, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 1.72, |
|
"learning_rate": 1.4396923076923077e-05, |
|
"loss": 0.2475, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.432e-05, |
|
"loss": 0.2156, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 1.76, |
|
"learning_rate": 1.4243076923076924e-05, |
|
"loss": 0.2439, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 1.4166153846153847e-05, |
|
"loss": 0.2332, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 1.4089230769230771e-05, |
|
"loss": 0.2406, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 1.4012307692307694e-05, |
|
"loss": 0.2513, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 1.83, |
|
"learning_rate": 1.3935384615384617e-05, |
|
"loss": 0.258, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 1.85, |
|
"learning_rate": 1.3858461538461541e-05, |
|
"loss": 0.2176, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 1.3781538461538462e-05, |
|
"loss": 0.2398, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.3704615384615385e-05, |
|
"loss": 0.2293, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 1.3627692307692309e-05, |
|
"loss": 0.2062, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 1.92, |
|
"learning_rate": 1.3550769230769232e-05, |
|
"loss": 0.2358, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.3473846153846156e-05, |
|
"loss": 0.2234, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 1.96, |
|
"learning_rate": 1.3396923076923079e-05, |
|
"loss": 0.2331, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"learning_rate": 1.3320000000000001e-05, |
|
"loss": 0.2156, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 1.3243076923076926e-05, |
|
"loss": 0.2037, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 1.3166153846153846e-05, |
|
"loss": 0.1322, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 1.3089230769230769e-05, |
|
"loss": 0.1144, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.3012307692307693e-05, |
|
"loss": 0.1247, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 1.2935384615384616e-05, |
|
"loss": 0.1249, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 2.09, |
|
"learning_rate": 1.285846153846154e-05, |
|
"loss": 0.133, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 1.2781538461538463e-05, |
|
"loss": 0.1377, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.2704615384615386e-05, |
|
"loss": 0.1303, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 2.15, |
|
"learning_rate": 1.262769230769231e-05, |
|
"loss": 0.117, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 1.2550769230769231e-05, |
|
"loss": 0.1267, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.2473846153846154e-05, |
|
"loss": 0.1236, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 1.2396923076923078e-05, |
|
"loss": 0.1195, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"learning_rate": 1.232e-05, |
|
"loss": 0.1251, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.22, |
|
"eval_WER": 26.37524240465417, |
|
"eval_WER_NORMALIZED": 20.46195085151121, |
|
"eval_loss": 0.37302544713020325, |
|
"eval_runtime": 1305.9589, |
|
"eval_samples_per_second": 7.197, |
|
"eval_steps_per_second": 0.45, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 2.24, |
|
"learning_rate": 1.2243076923076925e-05, |
|
"loss": 0.1251, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 1.2166153846153848e-05, |
|
"loss": 0.1291, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.208923076923077e-05, |
|
"loss": 0.1187, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 2.29, |
|
"learning_rate": 1.2012307692307695e-05, |
|
"loss": 0.1097, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 2.31, |
|
"learning_rate": 1.1935384615384616e-05, |
|
"loss": 0.1247, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 1.1858461538461538e-05, |
|
"loss": 0.1243, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 2.35, |
|
"learning_rate": 1.1781538461538463e-05, |
|
"loss": 0.1297, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 1.1704615384615385e-05, |
|
"loss": 0.1061, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 1.162769230769231e-05, |
|
"loss": 0.1219, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 1.1550769230769232e-05, |
|
"loss": 0.1225, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.1473846153846155e-05, |
|
"loss": 0.1176, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 2.44, |
|
"learning_rate": 1.1396923076923079e-05, |
|
"loss": 0.1323, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 1.132e-05, |
|
"loss": 0.1109, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 2.48, |
|
"learning_rate": 1.1243076923076923e-05, |
|
"loss": 0.1144, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 2.5, |
|
"learning_rate": 1.1166153846153847e-05, |
|
"loss": 0.1159, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 1.108923076923077e-05, |
|
"loss": 0.1068, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 2.54, |
|
"learning_rate": 1.1012307692307694e-05, |
|
"loss": 0.1204, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 1.0935384615384617e-05, |
|
"loss": 0.1104, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 1.085846153846154e-05, |
|
"loss": 0.1042, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 1.0781538461538464e-05, |
|
"loss": 0.1075, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 2.61, |
|
"learning_rate": 1.0704615384615385e-05, |
|
"loss": 0.1127, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 1.0627692307692307e-05, |
|
"loss": 0.1169, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 1.0550769230769232e-05, |
|
"loss": 0.1197, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 1.0473846153846154e-05, |
|
"loss": 0.1139, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 1.0396923076923079e-05, |
|
"loss": 0.1143, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 2.7, |
|
"learning_rate": 1.0320000000000001e-05, |
|
"loss": 0.1079, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 1.0243076923076924e-05, |
|
"loss": 0.1164, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 1.0166153846153848e-05, |
|
"loss": 0.1098, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 1.008923076923077e-05, |
|
"loss": 0.1271, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 1.0012307692307692e-05, |
|
"loss": 0.1115, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 9.935384615384616e-06, |
|
"loss": 0.1148, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 9.858461538461539e-06, |
|
"loss": 0.1229, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 2.83, |
|
"learning_rate": 9.781538461538463e-06, |
|
"loss": 0.1098, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 9.704615384615386e-06, |
|
"loss": 0.1015, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 9.627692307692308e-06, |
|
"loss": 0.1072, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 9.550769230769231e-06, |
|
"loss": 0.1075, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 9.473846153846155e-06, |
|
"loss": 0.1059, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 2.92, |
|
"learning_rate": 9.396923076923078e-06, |
|
"loss": 0.1138, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 9.32e-06, |
|
"loss": 0.1013, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"learning_rate": 9.243076923076923e-06, |
|
"loss": 0.1071, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"eval_WER": 25.502585649644473, |
|
"eval_WER_NORMALIZED": 19.54703776825412, |
|
"eval_loss": 0.38669511675834656, |
|
"eval_runtime": 1309.2157, |
|
"eval_samples_per_second": 7.179, |
|
"eval_steps_per_second": 0.449, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 9.166153846153848e-06, |
|
"loss": 0.1061, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 9.08923076923077e-06, |
|
"loss": 0.1171, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 9.012307692307693e-06, |
|
"loss": 0.0605, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 8.935384615384615e-06, |
|
"loss": 0.0543, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 8.85846153846154e-06, |
|
"loss": 0.0492, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 8.781538461538462e-06, |
|
"loss": 0.0476, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 3.09, |
|
"learning_rate": 8.704615384615385e-06, |
|
"loss": 0.0499, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 3.11, |
|
"learning_rate": 8.627692307692308e-06, |
|
"loss": 0.0559, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 3.13, |
|
"learning_rate": 8.550769230769232e-06, |
|
"loss": 0.0506, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 3.15, |
|
"learning_rate": 8.473846153846155e-06, |
|
"loss": 0.0548, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 8.396923076923077e-06, |
|
"loss": 0.0496, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 3.18, |
|
"learning_rate": 8.32e-06, |
|
"loss": 0.0541, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 8.243076923076924e-06, |
|
"loss": 0.0519, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 3.22, |
|
"learning_rate": 8.166153846153847e-06, |
|
"loss": 0.0562, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 3.24, |
|
"learning_rate": 8.08923076923077e-06, |
|
"loss": 0.0571, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 3.26, |
|
"learning_rate": 8.012307692307692e-06, |
|
"loss": 0.0554, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 3.28, |
|
"learning_rate": 7.935384615384617e-06, |
|
"loss": 0.0472, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"learning_rate": 7.85846153846154e-06, |
|
"loss": 0.0529, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 3.31, |
|
"learning_rate": 7.781538461538462e-06, |
|
"loss": 0.0496, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 7.704615384615384e-06, |
|
"loss": 0.0503, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 3.35, |
|
"learning_rate": 7.627692307692308e-06, |
|
"loss": 0.0539, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 3.37, |
|
"learning_rate": 7.5507692307692315e-06, |
|
"loss": 0.0523, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 7.473846153846155e-06, |
|
"loss": 0.0479, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 7.396923076923077e-06, |
|
"loss": 0.0514, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 3.42, |
|
"learning_rate": 7.32e-06, |
|
"loss": 0.0502, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 3.44, |
|
"learning_rate": 7.243076923076924e-06, |
|
"loss": 0.0528, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 7.166153846153847e-06, |
|
"loss": 0.0557, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 3.48, |
|
"learning_rate": 7.089230769230769e-06, |
|
"loss": 0.0479, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 3.5, |
|
"learning_rate": 7.0123076923076925e-06, |
|
"loss": 0.0521, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 3.52, |
|
"learning_rate": 6.935384615384616e-06, |
|
"loss": 0.053, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 3.53, |
|
"learning_rate": 6.8584615384615395e-06, |
|
"loss": 0.049, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 6.781538461538461e-06, |
|
"loss": 0.0517, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 3.57, |
|
"learning_rate": 6.704615384615385e-06, |
|
"loss": 0.0495, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"learning_rate": 6.627692307692308e-06, |
|
"loss": 0.0459, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 3.61, |
|
"learning_rate": 6.550769230769232e-06, |
|
"loss": 0.0546, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 3.63, |
|
"learning_rate": 6.4738461538461535e-06, |
|
"loss": 0.0499, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 3.65, |
|
"learning_rate": 6.396923076923077e-06, |
|
"loss": 0.0502, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 3.66, |
|
"learning_rate": 6.3200000000000005e-06, |
|
"loss": 0.0466, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 3.68, |
|
"learning_rate": 6.243076923076924e-06, |
|
"loss": 0.0519, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 3.7, |
|
"learning_rate": 6.166153846153846e-06, |
|
"loss": 0.0523, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 3.7, |
|
"eval_WER": 25.709437621202326, |
|
"eval_WER_NORMALIZED": 19.685077286078876, |
|
"eval_loss": 0.41479501128196716, |
|
"eval_runtime": 1279.8151, |
|
"eval_samples_per_second": 7.344, |
|
"eval_steps_per_second": 0.459, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 3.72, |
|
"learning_rate": 6.089230769230769e-06, |
|
"loss": 0.0485, |
|
"step": 5025 |
|
}, |
|
{ |
|
"epoch": 3.74, |
|
"learning_rate": 6.012307692307693e-06, |
|
"loss": 0.0468, |
|
"step": 5050 |
|
}, |
|
{ |
|
"epoch": 3.76, |
|
"learning_rate": 5.935384615384616e-06, |
|
"loss": 0.0495, |
|
"step": 5075 |
|
}, |
|
{ |
|
"epoch": 3.77, |
|
"learning_rate": 5.858461538461538e-06, |
|
"loss": 0.0471, |
|
"step": 5100 |
|
}, |
|
{ |
|
"epoch": 3.79, |
|
"learning_rate": 5.7815384615384615e-06, |
|
"loss": 0.0458, |
|
"step": 5125 |
|
}, |
|
{ |
|
"epoch": 3.81, |
|
"learning_rate": 5.704615384615385e-06, |
|
"loss": 0.0465, |
|
"step": 5150 |
|
}, |
|
{ |
|
"epoch": 3.83, |
|
"learning_rate": 5.6276923076923085e-06, |
|
"loss": 0.0533, |
|
"step": 5175 |
|
}, |
|
{ |
|
"epoch": 3.85, |
|
"learning_rate": 5.55076923076923e-06, |
|
"loss": 0.0504, |
|
"step": 5200 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 5.473846153846154e-06, |
|
"loss": 0.0559, |
|
"step": 5225 |
|
}, |
|
{ |
|
"epoch": 3.89, |
|
"learning_rate": 5.396923076923077e-06, |
|
"loss": 0.0514, |
|
"step": 5250 |
|
}, |
|
{ |
|
"epoch": 3.9, |
|
"learning_rate": 5.320000000000001e-06, |
|
"loss": 0.0534, |
|
"step": 5275 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 5.243076923076923e-06, |
|
"loss": 0.0443, |
|
"step": 5300 |
|
}, |
|
{ |
|
"epoch": 3.94, |
|
"learning_rate": 5.166153846153846e-06, |
|
"loss": 0.0506, |
|
"step": 5325 |
|
}, |
|
{ |
|
"epoch": 3.96, |
|
"learning_rate": 5.0892307692307695e-06, |
|
"loss": 0.0446, |
|
"step": 5350 |
|
}, |
|
{ |
|
"epoch": 3.98, |
|
"learning_rate": 5.012307692307693e-06, |
|
"loss": 0.0437, |
|
"step": 5375 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 4.935384615384616e-06, |
|
"loss": 0.0421, |
|
"step": 5400 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 4.858461538461539e-06, |
|
"loss": 0.0323, |
|
"step": 5425 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 4.781538461538462e-06, |
|
"loss": 0.0234, |
|
"step": 5450 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 4.704615384615385e-06, |
|
"loss": 0.023, |
|
"step": 5475 |
|
}, |
|
{ |
|
"epoch": 4.07, |
|
"learning_rate": 4.627692307692308e-06, |
|
"loss": 0.0219, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 4.09, |
|
"learning_rate": 4.550769230769231e-06, |
|
"loss": 0.0261, |
|
"step": 5525 |
|
}, |
|
{ |
|
"epoch": 4.11, |
|
"learning_rate": 4.473846153846154e-06, |
|
"loss": 0.0208, |
|
"step": 5550 |
|
}, |
|
{ |
|
"epoch": 4.13, |
|
"learning_rate": 4.3969230769230775e-06, |
|
"loss": 0.0233, |
|
"step": 5575 |
|
}, |
|
{ |
|
"epoch": 4.15, |
|
"learning_rate": 4.32e-06, |
|
"loss": 0.0255, |
|
"step": 5600 |
|
}, |
|
{ |
|
"epoch": 4.16, |
|
"learning_rate": 4.243076923076924e-06, |
|
"loss": 0.0208, |
|
"step": 5625 |
|
}, |
|
{ |
|
"epoch": 4.18, |
|
"learning_rate": 4.166153846153846e-06, |
|
"loss": 0.0228, |
|
"step": 5650 |
|
}, |
|
{ |
|
"epoch": 4.2, |
|
"learning_rate": 4.08923076923077e-06, |
|
"loss": 0.0281, |
|
"step": 5675 |
|
}, |
|
{ |
|
"epoch": 4.22, |
|
"learning_rate": 4.012307692307692e-06, |
|
"loss": 0.0231, |
|
"step": 5700 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 3.935384615384616e-06, |
|
"loss": 0.0242, |
|
"step": 5725 |
|
}, |
|
{ |
|
"epoch": 4.26, |
|
"learning_rate": 3.8584615384615385e-06, |
|
"loss": 0.0232, |
|
"step": 5750 |
|
}, |
|
{ |
|
"epoch": 4.27, |
|
"learning_rate": 3.781538461538462e-06, |
|
"loss": 0.0218, |
|
"step": 5775 |
|
}, |
|
{ |
|
"epoch": 4.29, |
|
"learning_rate": 3.7046153846153847e-06, |
|
"loss": 0.0267, |
|
"step": 5800 |
|
}, |
|
{ |
|
"epoch": 4.31, |
|
"learning_rate": 3.627692307692308e-06, |
|
"loss": 0.0234, |
|
"step": 5825 |
|
}, |
|
{ |
|
"epoch": 4.33, |
|
"learning_rate": 3.5507692307692308e-06, |
|
"loss": 0.0234, |
|
"step": 5850 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 3.4738461538461543e-06, |
|
"loss": 0.0244, |
|
"step": 5875 |
|
}, |
|
{ |
|
"epoch": 4.37, |
|
"learning_rate": 3.396923076923077e-06, |
|
"loss": 0.0242, |
|
"step": 5900 |
|
}, |
|
{ |
|
"epoch": 4.39, |
|
"learning_rate": 3.3200000000000004e-06, |
|
"loss": 0.0225, |
|
"step": 5925 |
|
}, |
|
{ |
|
"epoch": 4.4, |
|
"learning_rate": 3.243076923076923e-06, |
|
"loss": 0.0261, |
|
"step": 5950 |
|
}, |
|
{ |
|
"epoch": 4.42, |
|
"learning_rate": 3.1661538461538465e-06, |
|
"loss": 0.0234, |
|
"step": 5975 |
|
}, |
|
{ |
|
"epoch": 4.44, |
|
"learning_rate": 3.089230769230769e-06, |
|
"loss": 0.02, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 4.44, |
|
"eval_WER": 25.680349062702, |
|
"eval_WER_NORMALIZED": 19.575929760356978, |
|
"eval_loss": 0.4490774869918823, |
|
"eval_runtime": 1265.5179, |
|
"eval_samples_per_second": 7.427, |
|
"eval_steps_per_second": 0.465, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 4.46, |
|
"learning_rate": 3.0123076923076927e-06, |
|
"loss": 0.0225, |
|
"step": 6025 |
|
}, |
|
{ |
|
"epoch": 4.48, |
|
"learning_rate": 2.9353846153846153e-06, |
|
"loss": 0.0231, |
|
"step": 6050 |
|
}, |
|
{ |
|
"epoch": 4.5, |
|
"learning_rate": 2.8584615384615388e-06, |
|
"loss": 0.0214, |
|
"step": 6075 |
|
}, |
|
{ |
|
"epoch": 4.52, |
|
"learning_rate": 2.7815384615384614e-06, |
|
"loss": 0.0209, |
|
"step": 6100 |
|
}, |
|
{ |
|
"epoch": 4.53, |
|
"learning_rate": 2.704615384615385e-06, |
|
"loss": 0.0217, |
|
"step": 6125 |
|
}, |
|
{ |
|
"epoch": 4.55, |
|
"learning_rate": 2.6276923076923076e-06, |
|
"loss": 0.0232, |
|
"step": 6150 |
|
}, |
|
{ |
|
"epoch": 4.57, |
|
"learning_rate": 2.550769230769231e-06, |
|
"loss": 0.0223, |
|
"step": 6175 |
|
}, |
|
{ |
|
"epoch": 4.59, |
|
"learning_rate": 2.473846153846154e-06, |
|
"loss": 0.0246, |
|
"step": 6200 |
|
}, |
|
{ |
|
"epoch": 4.61, |
|
"learning_rate": 2.396923076923077e-06, |
|
"loss": 0.021, |
|
"step": 6225 |
|
}, |
|
{ |
|
"epoch": 4.63, |
|
"learning_rate": 2.3200000000000002e-06, |
|
"loss": 0.0206, |
|
"step": 6250 |
|
}, |
|
{ |
|
"epoch": 4.64, |
|
"learning_rate": 2.2430769230769233e-06, |
|
"loss": 0.022, |
|
"step": 6275 |
|
}, |
|
{ |
|
"epoch": 4.66, |
|
"learning_rate": 2.1661538461538464e-06, |
|
"loss": 0.0225, |
|
"step": 6300 |
|
}, |
|
{ |
|
"epoch": 4.68, |
|
"learning_rate": 2.0892307692307694e-06, |
|
"loss": 0.0219, |
|
"step": 6325 |
|
}, |
|
{ |
|
"epoch": 4.7, |
|
"learning_rate": 2.0123076923076925e-06, |
|
"loss": 0.0213, |
|
"step": 6350 |
|
}, |
|
{ |
|
"epoch": 4.72, |
|
"learning_rate": 1.9353846153846156e-06, |
|
"loss": 0.0205, |
|
"step": 6375 |
|
}, |
|
{ |
|
"epoch": 4.74, |
|
"learning_rate": 1.8584615384615386e-06, |
|
"loss": 0.0224, |
|
"step": 6400 |
|
}, |
|
{ |
|
"epoch": 4.76, |
|
"learning_rate": 1.7815384615384617e-06, |
|
"loss": 0.0226, |
|
"step": 6425 |
|
}, |
|
{ |
|
"epoch": 4.77, |
|
"learning_rate": 1.7046153846153847e-06, |
|
"loss": 0.0248, |
|
"step": 6450 |
|
}, |
|
{ |
|
"epoch": 4.79, |
|
"learning_rate": 1.6276923076923078e-06, |
|
"loss": 0.0225, |
|
"step": 6475 |
|
}, |
|
{ |
|
"epoch": 4.81, |
|
"learning_rate": 1.5507692307692309e-06, |
|
"loss": 0.0213, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 1.473846153846154e-06, |
|
"loss": 0.021, |
|
"step": 6525 |
|
}, |
|
{ |
|
"epoch": 4.85, |
|
"learning_rate": 1.396923076923077e-06, |
|
"loss": 0.0199, |
|
"step": 6550 |
|
}, |
|
{ |
|
"epoch": 4.87, |
|
"learning_rate": 1.32e-06, |
|
"loss": 0.0215, |
|
"step": 6575 |
|
}, |
|
{ |
|
"epoch": 4.89, |
|
"learning_rate": 1.2430769230769231e-06, |
|
"loss": 0.0212, |
|
"step": 6600 |
|
}, |
|
{ |
|
"epoch": 4.9, |
|
"learning_rate": 1.1661538461538464e-06, |
|
"loss": 0.0208, |
|
"step": 6625 |
|
}, |
|
{ |
|
"epoch": 4.92, |
|
"learning_rate": 1.0892307692307695e-06, |
|
"loss": 0.0237, |
|
"step": 6650 |
|
}, |
|
{ |
|
"epoch": 4.94, |
|
"learning_rate": 1.0123076923076925e-06, |
|
"loss": 0.0221, |
|
"step": 6675 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"learning_rate": 9.353846153846155e-07, |
|
"loss": 0.0238, |
|
"step": 6700 |
|
}, |
|
{ |
|
"epoch": 4.98, |
|
"learning_rate": 8.584615384615386e-07, |
|
"loss": 0.0253, |
|
"step": 6725 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 7.815384615384616e-07, |
|
"loss": 0.0206, |
|
"step": 6750 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 7.046153846153847e-07, |
|
"loss": 0.0165, |
|
"step": 6775 |
|
}, |
|
{ |
|
"epoch": 5.03, |
|
"learning_rate": 6.276923076923078e-07, |
|
"loss": 0.0168, |
|
"step": 6800 |
|
}, |
|
{ |
|
"epoch": 5.05, |
|
"learning_rate": 5.507692307692308e-07, |
|
"loss": 0.0145, |
|
"step": 6825 |
|
}, |
|
{ |
|
"epoch": 5.07, |
|
"learning_rate": 4.738461538461539e-07, |
|
"loss": 0.0166, |
|
"step": 6850 |
|
}, |
|
{ |
|
"epoch": 5.09, |
|
"learning_rate": 3.9692307692307694e-07, |
|
"loss": 0.0143, |
|
"step": 6875 |
|
}, |
|
{ |
|
"epoch": 5.11, |
|
"learning_rate": 3.2e-07, |
|
"loss": 0.0141, |
|
"step": 6900 |
|
}, |
|
{ |
|
"epoch": 5.13, |
|
"learning_rate": 2.430769230769231e-07, |
|
"loss": 0.0128, |
|
"step": 6925 |
|
}, |
|
{ |
|
"epoch": 5.14, |
|
"learning_rate": 1.6615384615384616e-07, |
|
"loss": 0.0138, |
|
"step": 6950 |
|
}, |
|
{ |
|
"epoch": 5.16, |
|
"learning_rate": 8.923076923076923e-08, |
|
"loss": 0.014, |
|
"step": 6975 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"learning_rate": 1.230769230769231e-08, |
|
"loss": 0.0134, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"eval_WER": 26.192630898513254, |
|
"eval_WER_NORMALIZED": 20.002889199210287, |
|
"eval_loss": 0.4573647677898407, |
|
"eval_runtime": 1280.8418, |
|
"eval_samples_per_second": 7.338, |
|
"eval_steps_per_second": 0.459, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 5.18, |
|
"step": 7000, |
|
"total_flos": 1.45234503401472e+19, |
|
"train_loss": 0.21270917607205256, |
|
"train_runtime": 18504.0374, |
|
"train_samples_per_second": 12.105, |
|
"train_steps_per_second": 0.378 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 7000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 6, |
|
"save_steps": 1000, |
|
"total_flos": 1.45234503401472e+19, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|