| { | |
| "best_metric": 30.36923749180686, | |
| "best_model_checkpoint": "whisper-small-mn-3/checkpoint-11000", | |
| "epoch": 9.129640900791236, | |
| "global_step": 15000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.02, | |
| "learning_rate": 4.2000000000000006e-07, | |
| "loss": 5.6947, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 9.200000000000001e-07, | |
| "loss": 4.2083, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 1.42e-06, | |
| "loss": 3.2539, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 1.9200000000000003e-06, | |
| "loss": 2.5471, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 2.42e-06, | |
| "loss": 2.0523, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 2.92e-06, | |
| "loss": 1.654, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 3.4200000000000007e-06, | |
| "loss": 1.4119, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 3.920000000000001e-06, | |
| "loss": 1.1999, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 4.42e-06, | |
| "loss": 1.1094, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 4.92e-06, | |
| "loss": 0.9837, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 5.420000000000001e-06, | |
| "loss": 0.9029, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 5.92e-06, | |
| "loss": 0.8462, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 6.42e-06, | |
| "loss": 0.778, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 6.92e-06, | |
| "loss": 0.7245, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 7.420000000000001e-06, | |
| "loss": 0.6804, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 7.92e-06, | |
| "loss": 0.6289, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 8.42e-06, | |
| "loss": 0.5689, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 8.920000000000001e-06, | |
| "loss": 0.5493, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.42e-06, | |
| "loss": 0.5268, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.920000000000002e-06, | |
| "loss": 0.5195, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 9.98551724137931e-06, | |
| "loss": 0.5135, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 9.968275862068967e-06, | |
| "loss": 0.4805, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.951034482758622e-06, | |
| "loss": 0.4608, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.933793103448277e-06, | |
| "loss": 0.4424, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.916551724137932e-06, | |
| "loss": 0.4288, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.899310344827588e-06, | |
| "loss": 0.4252, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 9.882068965517241e-06, | |
| "loss": 0.4356, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 9.864827586206898e-06, | |
| "loss": 0.4174, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.847586206896553e-06, | |
| "loss": 0.3962, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.830344827586208e-06, | |
| "loss": 0.3975, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.813103448275862e-06, | |
| "loss": 0.3973, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.795862068965517e-06, | |
| "loss": 0.3886, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 9.778620689655172e-06, | |
| "loss": 0.365, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 9.761379310344829e-06, | |
| "loss": 0.3759, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 9.744137931034484e-06, | |
| "loss": 0.3723, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 9.726896551724139e-06, | |
| "loss": 0.3636, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.709655172413795e-06, | |
| "loss": 0.361, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.692413793103448e-06, | |
| "loss": 0.3557, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 9.675172413793105e-06, | |
| "loss": 0.3399, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 9.65793103448276e-06, | |
| "loss": 0.3408, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "eval_cer": 17.38111185532485, | |
| "eval_loss": 0.4061901271343231, | |
| "eval_runtime": 799.3563, | |
| "eval_samples_per_second": 2.359, | |
| "eval_steps_per_second": 0.074, | |
| "eval_wer": 47.68407253659602, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.640689655172415e-06, | |
| "loss": 0.3427, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 9.62344827586207e-06, | |
| "loss": 0.3368, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 9.606206896551726e-06, | |
| "loss": 0.3219, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 9.58896551724138e-06, | |
| "loss": 0.3325, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 9.571724137931036e-06, | |
| "loss": 0.3302, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 9.55448275862069e-06, | |
| "loss": 0.3232, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 9.537241379310345e-06, | |
| "loss": 0.3406, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 9.52e-06, | |
| "loss": 0.3289, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 9.502758620689655e-06, | |
| "loss": 0.3095, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 9.48551724137931e-06, | |
| "loss": 0.3205, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 9.468275862068967e-06, | |
| "loss": 0.3187, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 9.451034482758622e-06, | |
| "loss": 0.3094, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 9.433793103448276e-06, | |
| "loss": 0.3037, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 9.416551724137933e-06, | |
| "loss": 0.3022, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 9.399310344827586e-06, | |
| "loss": 0.3045, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 9.382068965517243e-06, | |
| "loss": 0.3022, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 9.364827586206898e-06, | |
| "loss": 0.2994, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 9.347586206896552e-06, | |
| "loss": 0.3012, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 9.330344827586207e-06, | |
| "loss": 0.2853, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 9.313103448275864e-06, | |
| "loss": 0.2884, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 9.295862068965517e-06, | |
| "loss": 0.276, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 9.278620689655174e-06, | |
| "loss": 0.2871, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 9.261379310344828e-06, | |
| "loss": 0.2879, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 9.244137931034483e-06, | |
| "loss": 0.2825, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 9.226896551724138e-06, | |
| "loss": 0.2903, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 9.209655172413793e-06, | |
| "loss": 0.2756, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 9.192413793103448e-06, | |
| "loss": 0.241, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 9.175172413793105e-06, | |
| "loss": 0.2435, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 9.15793103448276e-06, | |
| "loss": 0.2525, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 9.140689655172414e-06, | |
| "loss": 0.237, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 9.12344827586207e-06, | |
| "loss": 0.2354, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 9.106206896551724e-06, | |
| "loss": 0.2416, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 9.08896551724138e-06, | |
| "loss": 0.2377, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 9.071724137931035e-06, | |
| "loss": 0.226, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 9.05448275862069e-06, | |
| "loss": 0.2374, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 9.037241379310345e-06, | |
| "loss": 0.2421, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 9.020000000000002e-06, | |
| "loss": 0.2357, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 9.002758620689655e-06, | |
| "loss": 0.2379, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 8.985517241379311e-06, | |
| "loss": 0.2384, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.968275862068966e-06, | |
| "loss": 0.2261, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "eval_cer": 13.646590069898846, | |
| "eval_loss": 0.3261679410934448, | |
| "eval_runtime": 756.3181, | |
| "eval_samples_per_second": 2.494, | |
| "eval_steps_per_second": 0.078, | |
| "eval_wer": 37.80860825868473, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 8.951034482758621e-06, | |
| "loss": 0.228, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 8.933793103448276e-06, | |
| "loss": 0.2321, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 8.916551724137931e-06, | |
| "loss": 0.2271, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 8.899310344827588e-06, | |
| "loss": 0.2413, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 8.882068965517242e-06, | |
| "loss": 0.2382, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 8.864827586206897e-06, | |
| "loss": 0.2423, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 8.847586206896552e-06, | |
| "loss": 0.2299, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 8.830344827586209e-06, | |
| "loss": 0.226, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 8.813103448275862e-06, | |
| "loss": 0.2267, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 8.795862068965518e-06, | |
| "loss": 0.2268, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 8.778620689655173e-06, | |
| "loss": 0.224, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 8.761379310344828e-06, | |
| "loss": 0.2355, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 8.744137931034483e-06, | |
| "loss": 0.2333, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 8.72689655172414e-06, | |
| "loss": 0.2345, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 8.709655172413793e-06, | |
| "loss": 0.2283, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 8.69241379310345e-06, | |
| "loss": 0.2235, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 8.675172413793104e-06, | |
| "loss": 0.2213, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 8.657931034482759e-06, | |
| "loss": 0.2207, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 8.640689655172414e-06, | |
| "loss": 0.2262, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 8.623448275862069e-06, | |
| "loss": 0.2307, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 8.606206896551725e-06, | |
| "loss": 0.2263, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 8.58896551724138e-06, | |
| "loss": 0.2151, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 8.571724137931035e-06, | |
| "loss": 0.2296, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 8.55448275862069e-06, | |
| "loss": 0.2257, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 8.537241379310347e-06, | |
| "loss": 0.2284, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 8.52e-06, | |
| "loss": 0.2208, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 8.502758620689656e-06, | |
| "loss": 0.223, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 8.485517241379311e-06, | |
| "loss": 0.212, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 8.468275862068966e-06, | |
| "loss": 0.2053, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 8.451034482758621e-06, | |
| "loss": 0.2179, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 8.433793103448277e-06, | |
| "loss": 0.2143, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 8.41655172413793e-06, | |
| "loss": 0.2152, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 8.399310344827587e-06, | |
| "loss": 0.214, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 8.382068965517242e-06, | |
| "loss": 0.2215, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 8.364827586206897e-06, | |
| "loss": 0.2204, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 8.347586206896552e-06, | |
| "loss": 0.2147, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 8.330344827586208e-06, | |
| "loss": 0.2144, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 8.313103448275863e-06, | |
| "loss": 0.218, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 8.295862068965518e-06, | |
| "loss": 0.2112, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 8.278620689655173e-06, | |
| "loss": 0.2135, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "eval_cer": 12.224569357858037, | |
| "eval_loss": 0.2862820625305176, | |
| "eval_runtime": 755.8427, | |
| "eval_samples_per_second": 2.495, | |
| "eval_steps_per_second": 0.078, | |
| "eval_wer": 33.71750054620931, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 8.261379310344828e-06, | |
| "loss": 0.2221, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 8.244137931034484e-06, | |
| "loss": 0.2182, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 8.226896551724138e-06, | |
| "loss": 0.2137, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 8.209655172413794e-06, | |
| "loss": 0.2138, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 8.192413793103449e-06, | |
| "loss": 0.2065, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 8.175172413793104e-06, | |
| "loss": 0.2171, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.157931034482759e-06, | |
| "loss": 0.2091, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 8.140689655172415e-06, | |
| "loss": 0.2155, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 8.123448275862069e-06, | |
| "loss": 0.2192, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 8.106206896551725e-06, | |
| "loss": 0.2122, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 8.08896551724138e-06, | |
| "loss": 0.2176, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 8.071724137931035e-06, | |
| "loss": 0.1802, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 8.054482758620691e-06, | |
| "loss": 0.1647, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 8.037241379310346e-06, | |
| "loss": 0.1652, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 8.020000000000001e-06, | |
| "loss": 0.1713, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 8.002758620689656e-06, | |
| "loss": 0.1581, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 7.985517241379311e-06, | |
| "loss": 0.1663, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 7.968275862068966e-06, | |
| "loss": 0.1737, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 7.951034482758622e-06, | |
| "loss": 0.1629, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 7.933793103448275e-06, | |
| "loss": 0.1709, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 7.916551724137932e-06, | |
| "loss": 0.1766, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 7.899310344827587e-06, | |
| "loss": 0.1686, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 7.882068965517242e-06, | |
| "loss": 0.1682, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 7.864827586206897e-06, | |
| "loss": 0.1668, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 7.847586206896553e-06, | |
| "loss": 0.1626, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 7.830344827586206e-06, | |
| "loss": 0.1666, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 7.813103448275863e-06, | |
| "loss": 0.1698, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 7.795862068965518e-06, | |
| "loss": 0.1662, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 7.778620689655173e-06, | |
| "loss": 0.1651, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 7.76137931034483e-06, | |
| "loss": 0.1684, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 7.744137931034484e-06, | |
| "loss": 0.1678, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 7.726896551724139e-06, | |
| "loss": 0.1702, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 7.709655172413794e-06, | |
| "loss": 0.1719, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 7.692413793103449e-06, | |
| "loss": 0.1634, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 7.675172413793104e-06, | |
| "loss": 0.1684, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 7.65793103448276e-06, | |
| "loss": 0.1715, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 7.640689655172413e-06, | |
| "loss": 0.1656, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 7.62344827586207e-06, | |
| "loss": 0.1649, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.606206896551725e-06, | |
| "loss": 0.1563, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.58896551724138e-06, | |
| "loss": 0.1643, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "eval_cer": 11.452590722517044, | |
| "eval_loss": 0.28033071756362915, | |
| "eval_runtime": 751.4141, | |
| "eval_samples_per_second": 2.51, | |
| "eval_steps_per_second": 0.079, | |
| "eval_wer": 32.59777146602578, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.5717241379310345e-06, | |
| "loss": 0.1613, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.55448275862069e-06, | |
| "loss": 0.1593, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.537241379310345e-06, | |
| "loss": 0.1659, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 7.520000000000001e-06, | |
| "loss": 0.1603, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.5027586206896566e-06, | |
| "loss": 0.1656, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.485517241379311e-06, | |
| "loss": 0.1608, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.468275862068966e-06, | |
| "loss": 0.1556, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.451034482758621e-06, | |
| "loss": 0.1642, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.433793103448277e-06, | |
| "loss": 0.1719, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.416551724137932e-06, | |
| "loss": 0.1651, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.3993103448275875e-06, | |
| "loss": 0.1557, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.3820689655172415e-06, | |
| "loss": 0.1682, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 7.364827586206897e-06, | |
| "loss": 0.1696, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 7.347586206896552e-06, | |
| "loss": 0.1621, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 7.330344827586208e-06, | |
| "loss": 0.1619, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 7.313103448275863e-06, | |
| "loss": 0.1599, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 7.2958620689655175e-06, | |
| "loss": 0.1624, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 7.278620689655172e-06, | |
| "loss": 0.1653, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 7.261379310344828e-06, | |
| "loss": 0.156, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 7.244137931034483e-06, | |
| "loss": 0.1643, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 7.226896551724139e-06, | |
| "loss": 0.1594, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 7.2096551724137944e-06, | |
| "loss": 0.1651, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 7.1924137931034485e-06, | |
| "loss": 0.1625, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 7.175172413793104e-06, | |
| "loss": 0.1678, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 7.157931034482759e-06, | |
| "loss": 0.1638, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 7.140689655172415e-06, | |
| "loss": 0.1607, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 7.12344827586207e-06, | |
| "loss": 0.1636, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 7.106206896551725e-06, | |
| "loss": 0.1604, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 7.088965517241379e-06, | |
| "loss": 0.1589, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 7.071724137931035e-06, | |
| "loss": 0.1642, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 7.05448275862069e-06, | |
| "loss": 0.1669, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 7.037241379310346e-06, | |
| "loss": 0.1662, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 7.0200000000000006e-06, | |
| "loss": 0.1642, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 7.002758620689655e-06, | |
| "loss": 0.1573, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 6.98551724137931e-06, | |
| "loss": 0.1599, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 6.968275862068966e-06, | |
| "loss": 0.1628, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 6.951034482758622e-06, | |
| "loss": 0.1651, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 6.933793103448277e-06, | |
| "loss": 0.1346, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 6.916551724137932e-06, | |
| "loss": 0.1202, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 6.899310344827586e-06, | |
| "loss": 0.1198, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "eval_cer": 11.053291428375152, | |
| "eval_loss": 0.2747246026992798, | |
| "eval_runtime": 726.45, | |
| "eval_samples_per_second": 2.596, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 31.112082149879832, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 6.882068965517242e-06, | |
| "loss": 0.1149, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 6.864827586206897e-06, | |
| "loss": 0.125, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 6.847586206896553e-06, | |
| "loss": 0.1199, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 6.8303448275862075e-06, | |
| "loss": 0.1225, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 6.813103448275863e-06, | |
| "loss": 0.1244, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 6.795862068965517e-06, | |
| "loss": 0.1212, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 6.778620689655173e-06, | |
| "loss": 0.1247, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 6.761379310344828e-06, | |
| "loss": 0.1249, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 6.7441379310344836e-06, | |
| "loss": 0.1161, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 6.7268965517241384e-06, | |
| "loss": 0.1231, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 6.709655172413793e-06, | |
| "loss": 0.1228, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 6.692413793103448e-06, | |
| "loss": 0.1225, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 6.675172413793104e-06, | |
| "loss": 0.1236, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 6.65793103448276e-06, | |
| "loss": 0.1283, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 6.6406896551724145e-06, | |
| "loss": 0.1276, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 6.62344827586207e-06, | |
| "loss": 0.1248, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 6.606206896551724e-06, | |
| "loss": 0.1264, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 6.58896551724138e-06, | |
| "loss": 0.127, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 6.571724137931035e-06, | |
| "loss": 0.1176, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 6.5544827586206905e-06, | |
| "loss": 0.1202, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 6.537241379310345e-06, | |
| "loss": 0.12, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 6.520000000000001e-06, | |
| "loss": 0.118, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 6.502758620689655e-06, | |
| "loss": 0.128, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 6.485517241379311e-06, | |
| "loss": 0.1253, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 6.468275862068966e-06, | |
| "loss": 0.1309, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 6.4510344827586214e-06, | |
| "loss": 0.1275, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 6.433793103448276e-06, | |
| "loss": 0.1244, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 6.416551724137931e-06, | |
| "loss": 0.12, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 6.399310344827587e-06, | |
| "loss": 0.1309, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 6.382068965517242e-06, | |
| "loss": 0.1268, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 6.3648275862068975e-06, | |
| "loss": 0.1198, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 6.347586206896552e-06, | |
| "loss": 0.123, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 6.330344827586208e-06, | |
| "loss": 0.1246, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 6.313103448275862e-06, | |
| "loss": 0.1322, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 6.295862068965518e-06, | |
| "loss": 0.1255, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 6.278620689655173e-06, | |
| "loss": 0.1258, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 6.261379310344828e-06, | |
| "loss": 0.13, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 6.244137931034483e-06, | |
| "loss": 0.1237, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 6.226896551724139e-06, | |
| "loss": 0.1243, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 6.209655172413793e-06, | |
| "loss": 0.1279, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "eval_cer": 10.89271300255895, | |
| "eval_loss": 0.2756609320640564, | |
| "eval_runtime": 729.9117, | |
| "eval_samples_per_second": 2.584, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 30.72427354162115, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 6.192413793103449e-06, | |
| "loss": 0.1188, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 6.175172413793104e-06, | |
| "loss": 0.1233, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 6.157931034482759e-06, | |
| "loss": 0.1255, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 6.140689655172414e-06, | |
| "loss": 0.1304, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 6.123448275862069e-06, | |
| "loss": 0.1208, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 6.106206896551725e-06, | |
| "loss": 0.1297, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 6.08896551724138e-06, | |
| "loss": 0.1193, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 6.071724137931035e-06, | |
| "loss": 0.1271, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 6.05448275862069e-06, | |
| "loss": 0.1226, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 6.037241379310346e-06, | |
| "loss": 0.1242, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 6.02e-06, | |
| "loss": 0.118, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 6.002758620689656e-06, | |
| "loss": 0.1221, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 5.9855172413793105e-06, | |
| "loss": 0.1252, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 5.968275862068966e-06, | |
| "loss": 0.1231, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 5.951034482758621e-06, | |
| "loss": 0.1201, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 5.933793103448277e-06, | |
| "loss": 0.1226, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 5.916551724137931e-06, | |
| "loss": 0.1251, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 5.899310344827587e-06, | |
| "loss": 0.1236, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 5.8820689655172415e-06, | |
| "loss": 0.1231, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 5.864827586206897e-06, | |
| "loss": 0.1232, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 5.847586206896552e-06, | |
| "loss": 0.1289, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 5.830344827586208e-06, | |
| "loss": 0.1274, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 5.813103448275863e-06, | |
| "loss": 0.1222, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 5.7958620689655175e-06, | |
| "loss": 0.09, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 5.778620689655173e-06, | |
| "loss": 0.0883, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 5.761379310344828e-06, | |
| "loss": 0.0921, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 5.744137931034484e-06, | |
| "loss": 0.0861, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 5.726896551724138e-06, | |
| "loss": 0.0945, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 5.7096551724137936e-06, | |
| "loss": 0.086, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 5.692413793103448e-06, | |
| "loss": 0.0904, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 5.675172413793104e-06, | |
| "loss": 0.0871, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 5.657931034482759e-06, | |
| "loss": 0.0914, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 5.640689655172415e-06, | |
| "loss": 0.0879, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 5.623448275862069e-06, | |
| "loss": 0.0928, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 5.6062068965517245e-06, | |
| "loss": 0.0927, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 5.588965517241379e-06, | |
| "loss": 0.0936, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 5.571724137931035e-06, | |
| "loss": 0.0925, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 5.554482758620691e-06, | |
| "loss": 0.0937, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 5.537241379310346e-06, | |
| "loss": 0.0934, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 5.5200000000000005e-06, | |
| "loss": 0.0891, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "eval_cer": 11.061019801810158, | |
| "eval_loss": 0.28782549500465393, | |
| "eval_runtime": 728.5291, | |
| "eval_samples_per_second": 2.589, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 30.920908892287525, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 5.502758620689655e-06, | |
| "loss": 0.0914, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "learning_rate": 5.485517241379311e-06, | |
| "loss": 0.0936, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 5.468275862068966e-06, | |
| "loss": 0.0927, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 5.451034482758622e-06, | |
| "loss": 0.0852, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 5.433793103448276e-06, | |
| "loss": 0.0879, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 5.4165517241379314e-06, | |
| "loss": 0.0915, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 5.399310344827586e-06, | |
| "loss": 0.0921, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 5.382068965517242e-06, | |
| "loss": 0.0908, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 5.364827586206897e-06, | |
| "loss": 0.0955, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 5.347586206896553e-06, | |
| "loss": 0.0893, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 5.330344827586207e-06, | |
| "loss": 0.0927, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 5.313103448275862e-06, | |
| "loss": 0.0909, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 5.295862068965517e-06, | |
| "loss": 0.0923, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 5.278620689655173e-06, | |
| "loss": 0.0919, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 5.261379310344829e-06, | |
| "loss": 0.0884, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 5.2441379310344835e-06, | |
| "loss": 0.0913, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 5.226896551724138e-06, | |
| "loss": 0.0927, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 5.209655172413793e-06, | |
| "loss": 0.0917, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 5.192413793103449e-06, | |
| "loss": 0.087, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 5.175172413793104e-06, | |
| "loss": 0.0931, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 5.1579310344827596e-06, | |
| "loss": 0.0834, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 5.140689655172414e-06, | |
| "loss": 0.0929, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 5.123448275862069e-06, | |
| "loss": 0.0922, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 5.106206896551724e-06, | |
| "loss": 0.0932, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 5.08896551724138e-06, | |
| "loss": 0.0955, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 5.071724137931035e-06, | |
| "loss": 0.0961, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 5.0544827586206905e-06, | |
| "loss": 0.0854, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 5.0372413793103445e-06, | |
| "loss": 0.0905, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 5.02e-06, | |
| "loss": 0.0936, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 5.002758620689656e-06, | |
| "loss": 0.0879, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 4.985517241379311e-06, | |
| "loss": 0.0951, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 4.968275862068966e-06, | |
| "loss": 0.0951, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 4.951034482758621e-06, | |
| "loss": 0.0948, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 4.933793103448276e-06, | |
| "loss": 0.0862, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 4.916551724137931e-06, | |
| "loss": 0.0986, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 4.899310344827586e-06, | |
| "loss": 0.0937, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 4.882068965517242e-06, | |
| "loss": 0.0935, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 4.8648275862068974e-06, | |
| "loss": 0.0904, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 4.847586206896552e-06, | |
| "loss": 0.0952, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 4.830344827586207e-06, | |
| "loss": 0.0899, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "eval_cer": 11.079911381317945, | |
| "eval_loss": 0.29063600301742554, | |
| "eval_runtime": 724.5205, | |
| "eval_samples_per_second": 2.603, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 30.66419051780642, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 4.813103448275863e-06, | |
| "loss": 0.0983, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 4.795862068965518e-06, | |
| "loss": 0.0897, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 4.778620689655173e-06, | |
| "loss": 0.0875, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 4.761379310344828e-06, | |
| "loss": 0.0944, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 4.744137931034483e-06, | |
| "loss": 0.0922, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 4.726896551724138e-06, | |
| "loss": 0.0923, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 4.709655172413794e-06, | |
| "loss": 0.089, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 4.692413793103449e-06, | |
| "loss": 0.0933, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 4.6751724137931035e-06, | |
| "loss": 0.0804, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 4.657931034482759e-06, | |
| "loss": 0.0646, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 4.640689655172414e-06, | |
| "loss": 0.0602, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 4.623448275862069e-06, | |
| "loss": 0.0639, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 4.606206896551724e-06, | |
| "loss": 0.0656, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 4.58896551724138e-06, | |
| "loss": 0.0607, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 4.571724137931035e-06, | |
| "loss": 0.0622, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 4.55448275862069e-06, | |
| "loss": 0.0632, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 4.537241379310345e-06, | |
| "loss": 0.0654, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 4.520000000000001e-06, | |
| "loss": 0.0614, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 4.502758620689656e-06, | |
| "loss": 0.0645, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 4.4855172413793105e-06, | |
| "loss": 0.0614, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 4.468275862068966e-06, | |
| "loss": 0.0616, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 4.451034482758621e-06, | |
| "loss": 0.0621, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 4.433793103448276e-06, | |
| "loss": 0.0649, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 4.416551724137932e-06, | |
| "loss": 0.0637, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 4.3993103448275866e-06, | |
| "loss": 0.0652, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "learning_rate": 4.3820689655172414e-06, | |
| "loss": 0.0665, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 4.364827586206897e-06, | |
| "loss": 0.0627, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 4.347586206896552e-06, | |
| "loss": 0.0634, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 5.31, | |
| "learning_rate": 4.330344827586207e-06, | |
| "loss": 0.0633, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 4.313103448275863e-06, | |
| "loss": 0.0629, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "learning_rate": 4.2958620689655175e-06, | |
| "loss": 0.0634, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 5.36, | |
| "learning_rate": 4.278620689655173e-06, | |
| "loss": 0.0626, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 4.261379310344828e-06, | |
| "loss": 0.0706, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 5.39, | |
| "learning_rate": 4.244137931034483e-06, | |
| "loss": 0.0637, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 4.226896551724139e-06, | |
| "loss": 0.0643, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 4.2096551724137935e-06, | |
| "loss": 0.066, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "learning_rate": 4.192413793103448e-06, | |
| "loss": 0.0608, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 4.175172413793104e-06, | |
| "loss": 0.0651, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 4.157931034482759e-06, | |
| "loss": 0.0674, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "learning_rate": 4.140689655172414e-06, | |
| "loss": 0.0648, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "eval_cer": 10.90301750047229, | |
| "eval_loss": 0.30544599890708923, | |
| "eval_runtime": 724.481, | |
| "eval_samples_per_second": 2.603, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 30.59864540091763, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 4.1234482758620696e-06, | |
| "loss": 0.0642, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "learning_rate": 4.1062068965517244e-06, | |
| "loss": 0.0686, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 4.088965517241379e-06, | |
| "loss": 0.064, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 4.071724137931035e-06, | |
| "loss": 0.0631, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 4.05448275862069e-06, | |
| "loss": 0.0678, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 4.037241379310346e-06, | |
| "loss": 0.0638, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "learning_rate": 4.0200000000000005e-06, | |
| "loss": 0.0626, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "learning_rate": 4.002758620689655e-06, | |
| "loss": 0.066, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 3.985517241379311e-06, | |
| "loss": 0.0697, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 3.968275862068966e-06, | |
| "loss": 0.0676, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "learning_rate": 3.951034482758621e-06, | |
| "loss": 0.0661, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 3.9337931034482765e-06, | |
| "loss": 0.0595, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 3.916551724137931e-06, | |
| "loss": 0.0643, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 5.69, | |
| "learning_rate": 3.899310344827586e-06, | |
| "loss": 0.067, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 3.882068965517242e-06, | |
| "loss": 0.0653, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 3.864827586206897e-06, | |
| "loss": 0.0666, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 3.847586206896552e-06, | |
| "loss": 0.0661, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 3.8303448275862074e-06, | |
| "loss": 0.0674, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 3.8131034482758623e-06, | |
| "loss": 0.0648, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 3.795862068965517e-06, | |
| "loss": 0.0661, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 3.7786206896551725e-06, | |
| "loss": 0.0691, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 3.7613793103448278e-06, | |
| "loss": 0.0648, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 3.7441379310344835e-06, | |
| "loss": 0.0621, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 3.7268965517241383e-06, | |
| "loss": 0.0668, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 3.7096551724137936e-06, | |
| "loss": 0.0684, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 5.87, | |
| "learning_rate": 3.6924137931034485e-06, | |
| "loss": 0.0695, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 5.89, | |
| "learning_rate": 3.675172413793104e-06, | |
| "loss": 0.0619, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 3.657931034482759e-06, | |
| "loss": 0.0649, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 3.640689655172414e-06, | |
| "loss": 0.0652, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 3.6234482758620693e-06, | |
| "loss": 0.0652, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 3.6062068965517246e-06, | |
| "loss": 0.0672, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 5.96, | |
| "learning_rate": 3.5889655172413794e-06, | |
| "loss": 0.0654, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 3.5717241379310347e-06, | |
| "loss": 0.0689, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 3.55448275862069e-06, | |
| "loss": 0.0665, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 3.537241379310345e-06, | |
| "loss": 0.0526, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 3.52e-06, | |
| "loss": 0.044, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 3.502758620689655e-06, | |
| "loss": 0.043, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 3.4855172413793103e-06, | |
| "loss": 0.042, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 3.468275862068966e-06, | |
| "loss": 0.0427, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 3.4510344827586214e-06, | |
| "loss": 0.0436, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "eval_cer": 10.943376783966201, | |
| "eval_loss": 0.3183899223804474, | |
| "eval_runtime": 722.5761, | |
| "eval_samples_per_second": 2.61, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 30.52217609788071, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "learning_rate": 3.4337931034482762e-06, | |
| "loss": 0.0402, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 3.4172413793103448e-06, | |
| "loss": 0.0451, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 6.13, | |
| "learning_rate": 3.4000000000000005e-06, | |
| "loss": 0.0443, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 3.3827586206896558e-06, | |
| "loss": 0.0439, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 3.3655172413793106e-06, | |
| "loss": 0.0437, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 6.18, | |
| "learning_rate": 3.348275862068966e-06, | |
| "loss": 0.0481, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 3.3310344827586212e-06, | |
| "loss": 0.0454, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 3.313793103448276e-06, | |
| "loss": 0.0446, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 3.2965517241379314e-06, | |
| "loss": 0.046, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 3.2793103448275863e-06, | |
| "loss": 0.0428, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 3.2620689655172416e-06, | |
| "loss": 0.0422, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 3.244827586206897e-06, | |
| "loss": 0.0406, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 3.2275862068965517e-06, | |
| "loss": 0.0409, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 3.210344827586207e-06, | |
| "loss": 0.0472, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 3.1931034482758623e-06, | |
| "loss": 0.0432, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 3.175862068965517e-06, | |
| "loss": 0.0449, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 3.1586206896551725e-06, | |
| "loss": 0.0464, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 6.36, | |
| "learning_rate": 3.1413793103448278e-06, | |
| "loss": 0.0435, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "learning_rate": 3.124137931034483e-06, | |
| "loss": 0.0459, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 3.1068965517241384e-06, | |
| "loss": 0.0447, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 3.0896551724137937e-06, | |
| "loss": 0.0451, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 3.0724137931034485e-06, | |
| "loss": 0.044, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 3.055172413793104e-06, | |
| "loss": 0.0452, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "learning_rate": 3.037931034482759e-06, | |
| "loss": 0.0446, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 3.020689655172414e-06, | |
| "loss": 0.043, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 3.0034482758620693e-06, | |
| "loss": 0.0448, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 2.9862068965517246e-06, | |
| "loss": 0.0433, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 2.9689655172413794e-06, | |
| "loss": 0.0449, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 2.9517241379310347e-06, | |
| "loss": 0.0437, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 6.54, | |
| "learning_rate": 2.9344827586206896e-06, | |
| "loss": 0.0469, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 2.917241379310345e-06, | |
| "loss": 0.0458, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 6.57, | |
| "learning_rate": 2.9e-06, | |
| "loss": 0.0441, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 2.882758620689655e-06, | |
| "loss": 0.0439, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 2.8655172413793104e-06, | |
| "loss": 0.0437, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 6.62, | |
| "learning_rate": 2.848275862068966e-06, | |
| "loss": 0.0454, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 2.831034482758621e-06, | |
| "loss": 0.0436, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 6.65, | |
| "learning_rate": 2.8137931034482762e-06, | |
| "loss": 0.0446, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 2.7965517241379315e-06, | |
| "loss": 0.046, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 2.7793103448275864e-06, | |
| "loss": 0.0428, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 2.7620689655172417e-06, | |
| "loss": 0.0468, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "eval_cer": 10.90301750047229, | |
| "eval_loss": 0.32771989703178406, | |
| "eval_runtime": 722.7705, | |
| "eval_samples_per_second": 2.609, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 30.36923749180686, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "learning_rate": 2.744827586206897e-06, | |
| "loss": 0.0439, | |
| "step": 11025 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 2.727586206896552e-06, | |
| "loss": 0.0432, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 2.710344827586207e-06, | |
| "loss": 0.042, | |
| "step": 11075 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 2.6931034482758624e-06, | |
| "loss": 0.0464, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 2.6758620689655173e-06, | |
| "loss": 0.0446, | |
| "step": 11125 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 2.6586206896551726e-06, | |
| "loss": 0.0444, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 2.6413793103448275e-06, | |
| "loss": 0.044, | |
| "step": 11175 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "learning_rate": 2.6241379310344828e-06, | |
| "loss": 0.0443, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 6.83, | |
| "learning_rate": 2.606896551724138e-06, | |
| "loss": 0.0451, | |
| "step": 11225 | |
| }, | |
| { | |
| "epoch": 6.85, | |
| "learning_rate": 2.589655172413793e-06, | |
| "loss": 0.0455, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 2.5724137931034486e-06, | |
| "loss": 0.0437, | |
| "step": 11275 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 2.555172413793104e-06, | |
| "loss": 0.0421, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 2.537931034482759e-06, | |
| "loss": 0.0439, | |
| "step": 11325 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 2.520689655172414e-06, | |
| "loss": 0.0396, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "learning_rate": 2.5034482758620694e-06, | |
| "loss": 0.0464, | |
| "step": 11375 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 2.4862068965517243e-06, | |
| "loss": 0.0421, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 2.4689655172413796e-06, | |
| "loss": 0.0417, | |
| "step": 11425 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 2.451724137931035e-06, | |
| "loss": 0.046, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 2.4344827586206897e-06, | |
| "loss": 0.0444, | |
| "step": 11475 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 2.417241379310345e-06, | |
| "loss": 0.0444, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 2.4000000000000003e-06, | |
| "loss": 0.0331, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 2.382758620689655e-06, | |
| "loss": 0.0275, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 2.3655172413793105e-06, | |
| "loss": 0.0315, | |
| "step": 11575 | |
| }, | |
| { | |
| "epoch": 7.06, | |
| "learning_rate": 2.3482758620689658e-06, | |
| "loss": 0.0307, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 2.331034482758621e-06, | |
| "loss": 0.0289, | |
| "step": 11625 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 2.313793103448276e-06, | |
| "loss": 0.0288, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 2.2965517241379312e-06, | |
| "loss": 0.0304, | |
| "step": 11675 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 2.2793103448275865e-06, | |
| "loss": 0.0311, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 7.14, | |
| "learning_rate": 2.2620689655172414e-06, | |
| "loss": 0.0274, | |
| "step": 11725 | |
| }, | |
| { | |
| "epoch": 7.15, | |
| "learning_rate": 2.2448275862068967e-06, | |
| "loss": 0.0286, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 2.227586206896552e-06, | |
| "loss": 0.0293, | |
| "step": 11775 | |
| }, | |
| { | |
| "epoch": 7.18, | |
| "learning_rate": 2.2103448275862073e-06, | |
| "loss": 0.028, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "learning_rate": 2.193103448275862e-06, | |
| "loss": 0.0288, | |
| "step": 11825 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 2.1758620689655174e-06, | |
| "loss": 0.0301, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 2.1586206896551727e-06, | |
| "loss": 0.0295, | |
| "step": 11875 | |
| }, | |
| { | |
| "epoch": 7.24, | |
| "learning_rate": 2.1413793103448276e-06, | |
| "loss": 0.0298, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 2.124137931034483e-06, | |
| "loss": 0.0269, | |
| "step": 11925 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "learning_rate": 2.106896551724138e-06, | |
| "loss": 0.0297, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "learning_rate": 2.0896551724137935e-06, | |
| "loss": 0.0278, | |
| "step": 11975 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 2.0724137931034484e-06, | |
| "loss": 0.0291, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "eval_cer": 11.157195115667989, | |
| "eval_loss": 0.34108513593673706, | |
| "eval_runtime": 719.6449, | |
| "eval_samples_per_second": 2.621, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 30.98099191610225, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 2.0551724137931036e-06, | |
| "loss": 0.0276, | |
| "step": 12025 | |
| }, | |
| { | |
| "epoch": 7.33, | |
| "learning_rate": 2.037931034482759e-06, | |
| "loss": 0.0291, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 2.020689655172414e-06, | |
| "loss": 0.0275, | |
| "step": 12075 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "learning_rate": 2.003448275862069e-06, | |
| "loss": 0.0312, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 1.9862068965517244e-06, | |
| "loss": 0.0261, | |
| "step": 12125 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 1.9689655172413793e-06, | |
| "loss": 0.0295, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 7.41, | |
| "learning_rate": 1.9517241379310346e-06, | |
| "loss": 0.0276, | |
| "step": 12175 | |
| }, | |
| { | |
| "epoch": 7.43, | |
| "learning_rate": 1.93448275862069e-06, | |
| "loss": 0.0328, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 1.917241379310345e-06, | |
| "loss": 0.0286, | |
| "step": 12225 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 1.9000000000000002e-06, | |
| "loss": 0.0292, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 7.47, | |
| "learning_rate": 1.8827586206896553e-06, | |
| "loss": 0.0314, | |
| "step": 12275 | |
| }, | |
| { | |
| "epoch": 7.49, | |
| "learning_rate": 1.8655172413793104e-06, | |
| "loss": 0.031, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 1.8482758620689657e-06, | |
| "loss": 0.0273, | |
| "step": 12325 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 1.8310344827586208e-06, | |
| "loss": 0.0294, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 7.53, | |
| "learning_rate": 1.813793103448276e-06, | |
| "loss": 0.03, | |
| "step": 12375 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 1.7965517241379314e-06, | |
| "loss": 0.0292, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 7.56, | |
| "learning_rate": 1.7793103448275864e-06, | |
| "loss": 0.0276, | |
| "step": 12425 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 1.7620689655172415e-06, | |
| "loss": 0.03, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "learning_rate": 1.7448275862068966e-06, | |
| "loss": 0.0285, | |
| "step": 12475 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 1.727586206896552e-06, | |
| "loss": 0.0297, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 1.710344827586207e-06, | |
| "loss": 0.0282, | |
| "step": 12525 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 1.693103448275862e-06, | |
| "loss": 0.0313, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 1.6758620689655176e-06, | |
| "loss": 0.0289, | |
| "step": 12575 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 1.6586206896551726e-06, | |
| "loss": 0.0292, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "learning_rate": 1.6420689655172414e-06, | |
| "loss": 0.0311, | |
| "step": 12625 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 1.6248275862068965e-06, | |
| "loss": 0.0302, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 7.71, | |
| "learning_rate": 1.607586206896552e-06, | |
| "loss": 0.0265, | |
| "step": 12675 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "learning_rate": 1.590344827586207e-06, | |
| "loss": 0.0295, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 7.74, | |
| "learning_rate": 1.5731034482758622e-06, | |
| "loss": 0.0293, | |
| "step": 12725 | |
| }, | |
| { | |
| "epoch": 7.76, | |
| "learning_rate": 1.5558620689655174e-06, | |
| "loss": 0.0292, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "learning_rate": 1.5386206896551725e-06, | |
| "loss": 0.0295, | |
| "step": 12775 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 1.5213793103448276e-06, | |
| "loss": 0.0287, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 7.81, | |
| "learning_rate": 1.504137931034483e-06, | |
| "loss": 0.0288, | |
| "step": 12825 | |
| }, | |
| { | |
| "epoch": 7.82, | |
| "learning_rate": 1.486896551724138e-06, | |
| "loss": 0.03, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 1.4696551724137933e-06, | |
| "loss": 0.0298, | |
| "step": 12875 | |
| }, | |
| { | |
| "epoch": 7.85, | |
| "learning_rate": 1.4524137931034486e-06, | |
| "loss": 0.0307, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 1.4351724137931037e-06, | |
| "loss": 0.0295, | |
| "step": 12925 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 1.4179310344827587e-06, | |
| "loss": 0.0276, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 7.9, | |
| "learning_rate": 1.4006896551724138e-06, | |
| "loss": 0.0289, | |
| "step": 12975 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 1.3834482758620691e-06, | |
| "loss": 0.0275, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "eval_cer": 11.155477699349099, | |
| "eval_loss": 0.3475850820541382, | |
| "eval_runtime": 720.0873, | |
| "eval_samples_per_second": 2.619, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 31.06838540528731, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 1.3662068965517242e-06, | |
| "loss": 0.0284, | |
| "step": 13025 | |
| }, | |
| { | |
| "epoch": 7.94, | |
| "learning_rate": 1.3489655172413793e-06, | |
| "loss": 0.0305, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 7.96, | |
| "learning_rate": 1.3317241379310348e-06, | |
| "loss": 0.0281, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "learning_rate": 1.3144827586206899e-06, | |
| "loss": 0.0307, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 1.297241379310345e-06, | |
| "loss": 0.0302, | |
| "step": 13125 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 1.28e-06, | |
| "loss": 0.0292, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "learning_rate": 1.2627586206896553e-06, | |
| "loss": 0.0193, | |
| "step": 13175 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 1.2455172413793104e-06, | |
| "loss": 0.0218, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 1.2282758620689657e-06, | |
| "loss": 0.0212, | |
| "step": 13225 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 1.2110344827586208e-06, | |
| "loss": 0.0212, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 1.1937931034482759e-06, | |
| "loss": 0.0199, | |
| "step": 13275 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "learning_rate": 1.1765517241379312e-06, | |
| "loss": 0.0198, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 1.1593103448275864e-06, | |
| "loss": 0.0194, | |
| "step": 13325 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "learning_rate": 1.1420689655172415e-06, | |
| "loss": 0.0203, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "learning_rate": 1.1248275862068966e-06, | |
| "loss": 0.0199, | |
| "step": 13375 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 1.1075862068965517e-06, | |
| "loss": 0.0197, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 1.090344827586207e-06, | |
| "loss": 0.0197, | |
| "step": 13425 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 1.0731034482758623e-06, | |
| "loss": 0.02, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 1.056551724137931e-06, | |
| "loss": 0.0214, | |
| "step": 13475 | |
| }, | |
| { | |
| "epoch": 8.22, | |
| "learning_rate": 1.0393103448275863e-06, | |
| "loss": 0.0209, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 8.23, | |
| "learning_rate": 1.0220689655172416e-06, | |
| "loss": 0.0192, | |
| "step": 13525 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "learning_rate": 1.0048275862068967e-06, | |
| "loss": 0.0184, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 9.875862068965518e-07, | |
| "loss": 0.0207, | |
| "step": 13575 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 9.703448275862069e-07, | |
| "loss": 0.0198, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 8.29, | |
| "learning_rate": 9.531034482758622e-07, | |
| "loss": 0.0198, | |
| "step": 13625 | |
| }, | |
| { | |
| "epoch": 8.31, | |
| "learning_rate": 9.358620689655173e-07, | |
| "loss": 0.02, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 9.186206896551725e-07, | |
| "loss": 0.021, | |
| "step": 13675 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "learning_rate": 9.013793103448276e-07, | |
| "loss": 0.0193, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 8.841379310344829e-07, | |
| "loss": 0.021, | |
| "step": 13725 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "learning_rate": 8.66896551724138e-07, | |
| "loss": 0.0192, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 8.38, | |
| "learning_rate": 8.496551724137932e-07, | |
| "loss": 0.0187, | |
| "step": 13775 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 8.324137931034483e-07, | |
| "loss": 0.0204, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 8.151724137931036e-07, | |
| "loss": 0.0209, | |
| "step": 13825 | |
| }, | |
| { | |
| "epoch": 8.43, | |
| "learning_rate": 7.979310344827587e-07, | |
| "loss": 0.0194, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 7.806896551724138e-07, | |
| "loss": 0.0186, | |
| "step": 13875 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "learning_rate": 7.63448275862069e-07, | |
| "loss": 0.021, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 7.462068965517243e-07, | |
| "loss": 0.0195, | |
| "step": 13925 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 7.289655172413794e-07, | |
| "loss": 0.021, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 7.117241379310346e-07, | |
| "loss": 0.0199, | |
| "step": 13975 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 6.944827586206897e-07, | |
| "loss": 0.0196, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "eval_cer": 11.106531334260739, | |
| "eval_loss": 0.35724931955337524, | |
| "eval_runtime": 721.1236, | |
| "eval_samples_per_second": 2.615, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 30.91544679921346, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 8.54, | |
| "learning_rate": 6.77241379310345e-07, | |
| "loss": 0.0218, | |
| "step": 14025 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "learning_rate": 6.6e-07, | |
| "loss": 0.0202, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 6.427586206896552e-07, | |
| "loss": 0.0187, | |
| "step": 14075 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 6.255172413793104e-07, | |
| "loss": 0.0186, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 6.082758620689656e-07, | |
| "loss": 0.0197, | |
| "step": 14125 | |
| }, | |
| { | |
| "epoch": 8.61, | |
| "learning_rate": 5.910344827586208e-07, | |
| "loss": 0.0192, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 5.737931034482759e-07, | |
| "loss": 0.0184, | |
| "step": 14175 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "learning_rate": 5.565517241379312e-07, | |
| "loss": 0.0194, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 8.66, | |
| "learning_rate": 5.393103448275862e-07, | |
| "loss": 0.0195, | |
| "step": 14225 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 5.220689655172414e-07, | |
| "loss": 0.021, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 5.048275862068966e-07, | |
| "loss": 0.0203, | |
| "step": 14275 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 4.875862068965518e-07, | |
| "loss": 0.0199, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 4.7034482758620694e-07, | |
| "loss": 0.0189, | |
| "step": 14325 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 4.5310344827586213e-07, | |
| "loss": 0.0195, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 8.75, | |
| "learning_rate": 4.3586206896551726e-07, | |
| "loss": 0.0182, | |
| "step": 14375 | |
| }, | |
| { | |
| "epoch": 8.76, | |
| "learning_rate": 4.186206896551725e-07, | |
| "loss": 0.021, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 4.0137931034482764e-07, | |
| "loss": 0.02, | |
| "step": 14425 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 3.841379310344828e-07, | |
| "loss": 0.0186, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 3.6689655172413796e-07, | |
| "loss": 0.0206, | |
| "step": 14475 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "learning_rate": 3.496551724137931e-07, | |
| "loss": 0.0195, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 3.324137931034483e-07, | |
| "loss": 0.0174, | |
| "step": 14525 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 3.151724137931034e-07, | |
| "loss": 0.0199, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 8.87, | |
| "learning_rate": 2.9793103448275866e-07, | |
| "loss": 0.0202, | |
| "step": 14575 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 2.806896551724138e-07, | |
| "loss": 0.0222, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "learning_rate": 2.63448275862069e-07, | |
| "loss": 0.0189, | |
| "step": 14625 | |
| }, | |
| { | |
| "epoch": 8.92, | |
| "learning_rate": 2.4620689655172417e-07, | |
| "loss": 0.019, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 2.2896551724137933e-07, | |
| "loss": 0.0197, | |
| "step": 14675 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 2.117241379310345e-07, | |
| "loss": 0.0177, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "learning_rate": 1.9448275862068968e-07, | |
| "loss": 0.0199, | |
| "step": 14725 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 1.7724137931034484e-07, | |
| "loss": 0.02, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 8.99, | |
| "learning_rate": 1.6e-07, | |
| "loss": 0.02, | |
| "step": 14775 | |
| }, | |
| { | |
| "epoch": 9.01, | |
| "learning_rate": 1.427586206896552e-07, | |
| "loss": 0.0165, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 1.2551724137931035e-07, | |
| "loss": 0.0167, | |
| "step": 14825 | |
| }, | |
| { | |
| "epoch": 9.04, | |
| "learning_rate": 1.0827586206896553e-07, | |
| "loss": 0.0159, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 9.05, | |
| "learning_rate": 9.10344827586207e-08, | |
| "loss": 0.0157, | |
| "step": 14875 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 7.379310344827586e-08, | |
| "loss": 0.0162, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 9.08, | |
| "learning_rate": 5.655172413793104e-08, | |
| "loss": 0.0174, | |
| "step": 14925 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 3.9310344827586205e-08, | |
| "loss": 0.0156, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 9.11, | |
| "learning_rate": 2.2068965517241383e-08, | |
| "loss": 0.0161, | |
| "step": 14975 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 4.827586206896552e-09, | |
| "loss": 0.0159, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "eval_cer": 11.208717605234684, | |
| "eval_loss": 0.36000844836235046, | |
| "eval_runtime": 718.6482, | |
| "eval_samples_per_second": 2.624, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 31.03561284684291, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "step": 15000, | |
| "total_flos": 1.3847683858735104e+20, | |
| "train_loss": 0.16191740266680718, | |
| "train_runtime": 44818.0374, | |
| "train_samples_per_second": 10.71, | |
| "train_steps_per_second": 0.335 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "eval_cer": 10.90301750047229, | |
| "eval_loss": 0.32771989703178406, | |
| "eval_runtime": 721.8667, | |
| "eval_samples_per_second": 2.613, | |
| "eval_steps_per_second": 0.082, | |
| "eval_wer": 30.36923749180686, | |
| "step": 15000 | |
| } | |
| ], | |
| "max_steps": 15000, | |
| "num_train_epochs": 10, | |
| "total_flos": 1.3847683858735104e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |