| { | |
| "best_metric": 32.64693030369237, | |
| "best_model_checkpoint": "whisper-small-mn-7/checkpoint-8000", | |
| "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": 5.691, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 9.200000000000001e-07, | |
| "loss": 4.206, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 1.42e-06, | |
| "loss": 3.2533, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 1.9200000000000003e-06, | |
| "loss": 2.548, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 2.42e-06, | |
| "loss": 2.0535, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 2.92e-06, | |
| "loss": 1.6564, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 3.4200000000000007e-06, | |
| "loss": 1.4134, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 0.12, | |
| "learning_rate": 3.920000000000001e-06, | |
| "loss": 1.2014, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 4.42e-06, | |
| "loss": 1.1119, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 4.92e-06, | |
| "loss": 0.9855, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 5.420000000000001e-06, | |
| "loss": 0.9054, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 5.92e-06, | |
| "loss": 0.8482, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 6.42e-06, | |
| "loss": 0.7802, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 6.92e-06, | |
| "loss": 0.7257, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 7.420000000000001e-06, | |
| "loss": 0.6824, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 7.92e-06, | |
| "loss": 0.6309, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 8.42e-06, | |
| "loss": 0.5707, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 8.920000000000001e-06, | |
| "loss": 0.5509, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 9.42e-06, | |
| "loss": 0.5282, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 9.920000000000002e-06, | |
| "loss": 0.5208, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 9.98551724137931e-06, | |
| "loss": 0.5146, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 9.968275862068967e-06, | |
| "loss": 0.4817, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 9.951034482758622e-06, | |
| "loss": 0.4618, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 9.933793103448277e-06, | |
| "loss": 0.4439, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 9.916551724137932e-06, | |
| "loss": 0.4296, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 9.899310344827588e-06, | |
| "loss": 0.4261, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.41, | |
| "learning_rate": 9.882068965517241e-06, | |
| "loss": 0.437, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 9.864827586206898e-06, | |
| "loss": 0.418, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 9.847586206896553e-06, | |
| "loss": 0.3974, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 9.830344827586208e-06, | |
| "loss": 0.3983, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 9.813103448275862e-06, | |
| "loss": 0.3983, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 9.795862068965517e-06, | |
| "loss": 0.3891, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 9.778620689655172e-06, | |
| "loss": 0.3657, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 9.761379310344829e-06, | |
| "loss": 0.3769, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 9.744137931034484e-06, | |
| "loss": 0.3729, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 0.55, | |
| "learning_rate": 9.726896551724139e-06, | |
| "loss": 0.3643, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 9.709655172413795e-06, | |
| "loss": 0.362, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 9.692413793103448e-06, | |
| "loss": 0.357, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 9.675172413793105e-06, | |
| "loss": 0.3408, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 9.65793103448276e-06, | |
| "loss": 0.3416, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "eval_cer": 17.860752670058286, | |
| "eval_loss": 0.4335484206676483, | |
| "eval_runtime": 804.8505, | |
| "eval_samples_per_second": 2.343, | |
| "eval_steps_per_second": 0.073, | |
| "eval_wer": 51.09788070788726, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 9.640689655172415e-06, | |
| "loss": 0.3431, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 9.62344827586207e-06, | |
| "loss": 0.3376, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 9.606206896551726e-06, | |
| "loss": 0.3226, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 9.58896551724138e-06, | |
| "loss": 0.3335, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 0.68, | |
| "learning_rate": 9.571724137931036e-06, | |
| "loss": 0.3309, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 9.55448275862069e-06, | |
| "loss": 0.324, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 9.537241379310345e-06, | |
| "loss": 0.3416, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 9.52e-06, | |
| "loss": 0.3299, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 9.502758620689655e-06, | |
| "loss": 0.3101, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 9.48551724137931e-06, | |
| "loss": 0.3209, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 9.468275862068967e-06, | |
| "loss": 0.3195, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 9.451034482758622e-06, | |
| "loss": 0.3106, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 0.81, | |
| "learning_rate": 9.433793103448276e-06, | |
| "loss": 0.3039, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 9.416551724137933e-06, | |
| "loss": 0.3025, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 9.399310344827586e-06, | |
| "loss": 0.3051, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 9.382068965517243e-06, | |
| "loss": 0.3031, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 9.364827586206898e-06, | |
| "loss": 0.3004, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 9.347586206896552e-06, | |
| "loss": 0.3013, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 9.330344827586207e-06, | |
| "loss": 0.2859, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 9.313103448275864e-06, | |
| "loss": 0.2892, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 9.295862068965517e-06, | |
| "loss": 0.2762, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 9.278620689655174e-06, | |
| "loss": 0.288, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 9.261379310344828e-06, | |
| "loss": 0.2889, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 9.244137931034483e-06, | |
| "loss": 0.2831, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 9.226896551724138e-06, | |
| "loss": 0.2911, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "learning_rate": 9.209655172413793e-06, | |
| "loss": 0.2762, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 9.192413793103448e-06, | |
| "loss": 0.2414, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 1.03, | |
| "learning_rate": 9.175172413793105e-06, | |
| "loss": 0.244, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 1.05, | |
| "learning_rate": 9.15793103448276e-06, | |
| "loss": 0.2527, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 9.140689655172414e-06, | |
| "loss": 0.2372, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 1.08, | |
| "learning_rate": 9.12344827586207e-06, | |
| "loss": 0.2366, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 9.106206896551724e-06, | |
| "loss": 0.2423, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 1.11, | |
| "learning_rate": 9.08896551724138e-06, | |
| "loss": 0.2382, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 1.13, | |
| "learning_rate": 9.071724137931035e-06, | |
| "loss": 0.2267, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 1.14, | |
| "learning_rate": 9.05448275862069e-06, | |
| "loss": 0.2379, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 9.037241379310345e-06, | |
| "loss": 0.2426, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 1.17, | |
| "learning_rate": 9.020000000000002e-06, | |
| "loss": 0.2365, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 9.002758620689655e-06, | |
| "loss": 0.2384, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 8.985517241379311e-06, | |
| "loss": 0.2389, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "learning_rate": 8.968275862068966e-06, | |
| "loss": 0.2266, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.22, | |
| "eval_cer": 13.6467773996833, | |
| "eval_loss": 0.3382589817047119, | |
| "eval_runtime": 729.024, | |
| "eval_samples_per_second": 2.587, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 39.53462967008958, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 8.951034482758621e-06, | |
| "loss": 0.2284, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "learning_rate": 8.933793103448276e-06, | |
| "loss": 0.2326, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 8.916551724137931e-06, | |
| "loss": 0.2282, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 8.899310344827588e-06, | |
| "loss": 0.2421, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 1.29, | |
| "learning_rate": 8.882068965517242e-06, | |
| "loss": 0.2386, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 8.864827586206897e-06, | |
| "loss": 0.2433, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 8.847586206896552e-06, | |
| "loss": 0.2307, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 8.830344827586209e-06, | |
| "loss": 0.2264, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 1.35, | |
| "learning_rate": 8.813103448275862e-06, | |
| "loss": 0.2271, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 8.795862068965518e-06, | |
| "loss": 0.2271, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 8.778620689655173e-06, | |
| "loss": 0.2245, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 1.4, | |
| "learning_rate": 8.761379310344828e-06, | |
| "loss": 0.2359, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 8.744137931034483e-06, | |
| "loss": 0.2336, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 1.43, | |
| "learning_rate": 8.72689655172414e-06, | |
| "loss": 0.2352, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 8.709655172413793e-06, | |
| "loss": 0.2289, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 8.69241379310345e-06, | |
| "loss": 0.2239, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 1.48, | |
| "learning_rate": 8.675172413793104e-06, | |
| "loss": 0.2219, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 1.49, | |
| "learning_rate": 8.657931034482759e-06, | |
| "loss": 0.2212, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 1.51, | |
| "learning_rate": 8.640689655172414e-06, | |
| "loss": 0.2268, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 8.623448275862069e-06, | |
| "loss": 0.2314, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 8.606206896551725e-06, | |
| "loss": 0.2273, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 8.58896551724138e-06, | |
| "loss": 0.2156, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 1.57, | |
| "learning_rate": 8.571724137931035e-06, | |
| "loss": 0.2302, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 8.55448275862069e-06, | |
| "loss": 0.2265, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 8.537241379310347e-06, | |
| "loss": 0.2286, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 1.61, | |
| "learning_rate": 8.52e-06, | |
| "loss": 0.2213, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 8.502758620689656e-06, | |
| "loss": 0.2238, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 1.64, | |
| "learning_rate": 8.485517241379311e-06, | |
| "loss": 0.2126, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 8.468275862068966e-06, | |
| "loss": 0.206, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 8.451034482758621e-06, | |
| "loss": 0.2183, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 1.69, | |
| "learning_rate": 8.433793103448277e-06, | |
| "loss": 0.215, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 1.7, | |
| "learning_rate": 8.41655172413793e-06, | |
| "loss": 0.2155, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 8.399310344827587e-06, | |
| "loss": 0.2146, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 1.73, | |
| "learning_rate": 8.382068965517242e-06, | |
| "loss": 0.2218, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "learning_rate": 8.364827586206897e-06, | |
| "loss": 0.221, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 1.77, | |
| "learning_rate": 8.347586206896552e-06, | |
| "loss": 0.2155, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 1.78, | |
| "learning_rate": 8.330344827586208e-06, | |
| "loss": 0.2144, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 1.8, | |
| "learning_rate": 8.313103448275863e-06, | |
| "loss": 0.2184, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 8.295862068965518e-06, | |
| "loss": 0.2116, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "learning_rate": 8.278620689655173e-06, | |
| "loss": 0.2134, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.83, | |
| "eval_cer": 12.167716721134733, | |
| "eval_loss": 0.2994455397129059, | |
| "eval_runtime": 728.3904, | |
| "eval_samples_per_second": 2.589, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 35.65654358750273, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 8.261379310344828e-06, | |
| "loss": 0.2225, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 1.86, | |
| "learning_rate": 8.244137931034484e-06, | |
| "loss": 0.219, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 8.226896551724138e-06, | |
| "loss": 0.2144, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 1.89, | |
| "learning_rate": 8.209655172413794e-06, | |
| "loss": 0.2143, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 8.192413793103449e-06, | |
| "loss": 0.2075, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 8.175172413793104e-06, | |
| "loss": 0.2176, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 8.157931034482759e-06, | |
| "loss": 0.2099, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 8.140689655172415e-06, | |
| "loss": 0.216, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 8.123448275862069e-06, | |
| "loss": 0.2199, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 8.106206896551725e-06, | |
| "loss": 0.213, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "learning_rate": 8.08896551724138e-06, | |
| "loss": 0.2178, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 8.071724137931035e-06, | |
| "loss": 0.1812, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 2.02, | |
| "learning_rate": 8.054482758620691e-06, | |
| "loss": 0.1656, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 2.04, | |
| "learning_rate": 8.037241379310346e-06, | |
| "loss": 0.1656, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 2.05, | |
| "learning_rate": 8.020000000000001e-06, | |
| "loss": 0.1718, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 8.002758620689656e-06, | |
| "loss": 0.1589, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 7.985517241379311e-06, | |
| "loss": 0.1664, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 7.968275862068966e-06, | |
| "loss": 0.1743, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 7.951034482758622e-06, | |
| "loss": 0.1635, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 2.13, | |
| "learning_rate": 7.933793103448275e-06, | |
| "loss": 0.1717, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 2.15, | |
| "learning_rate": 7.916551724137932e-06, | |
| "loss": 0.1768, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 7.899310344827587e-06, | |
| "loss": 0.1689, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 2.18, | |
| "learning_rate": 7.882068965517242e-06, | |
| "loss": 0.1688, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 7.864827586206897e-06, | |
| "loss": 0.1674, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 7.847586206896553e-06, | |
| "loss": 0.163, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 7.830344827586206e-06, | |
| "loss": 0.1668, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 2.24, | |
| "learning_rate": 7.813103448275863e-06, | |
| "loss": 0.1702, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 7.795862068965518e-06, | |
| "loss": 0.167, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 7.778620689655173e-06, | |
| "loss": 0.1655, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 2.28, | |
| "learning_rate": 7.76137931034483e-06, | |
| "loss": 0.1685, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 7.744137931034484e-06, | |
| "loss": 0.1683, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 2.31, | |
| "learning_rate": 7.726896551724139e-06, | |
| "loss": 0.1707, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 7.709655172413794e-06, | |
| "loss": 0.172, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 7.692413793103449e-06, | |
| "loss": 0.1638, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 2.36, | |
| "learning_rate": 7.675172413793104e-06, | |
| "loss": 0.1687, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 2.37, | |
| "learning_rate": 7.65793103448276e-06, | |
| "loss": 0.1719, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 7.640689655172413e-06, | |
| "loss": 0.1664, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 7.62344827586207e-06, | |
| "loss": 0.1653, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 2.42, | |
| "learning_rate": 7.606206896551725e-06, | |
| "loss": 0.157, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 7.58896551724138e-06, | |
| "loss": 0.165, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "eval_cer": 11.46019338971059, | |
| "eval_loss": 0.29271554946899414, | |
| "eval_runtime": 726.3844, | |
| "eval_samples_per_second": 2.596, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 34.19270264365305, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 2.45, | |
| "learning_rate": 7.5717241379310345e-06, | |
| "loss": 0.162, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 7.55448275862069e-06, | |
| "loss": 0.1597, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 2.48, | |
| "learning_rate": 7.537241379310345e-06, | |
| "loss": 0.166, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "learning_rate": 7.520000000000001e-06, | |
| "loss": 0.1611, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 7.5027586206896566e-06, | |
| "loss": 0.1664, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 2.53, | |
| "learning_rate": 7.485517241379311e-06, | |
| "loss": 0.1612, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.468275862068966e-06, | |
| "loss": 0.1562, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 7.451034482758621e-06, | |
| "loss": 0.1645, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 7.433793103448277e-06, | |
| "loss": 0.1727, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.416551724137932e-06, | |
| "loss": 0.1656, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.3993103448275875e-06, | |
| "loss": 0.1558, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.3820689655172415e-06, | |
| "loss": 0.1692, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 7.364827586206897e-06, | |
| "loss": 0.1699, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 7.347586206896552e-06, | |
| "loss": 0.1626, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 2.66, | |
| "learning_rate": 7.330344827586208e-06, | |
| "loss": 0.1624, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 7.313103448275863e-06, | |
| "loss": 0.1602, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 7.2958620689655175e-06, | |
| "loss": 0.1624, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 2.71, | |
| "learning_rate": 7.278620689655172e-06, | |
| "loss": 0.1661, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 2.72, | |
| "learning_rate": 7.261379310344828e-06, | |
| "loss": 0.1564, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 2.74, | |
| "learning_rate": 7.244137931034483e-06, | |
| "loss": 0.1649, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 7.226896551724139e-06, | |
| "loss": 0.1598, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 2.77, | |
| "learning_rate": 7.2096551724137944e-06, | |
| "loss": 0.1653, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 7.1924137931034485e-06, | |
| "loss": 0.1628, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 2.8, | |
| "learning_rate": 7.175172413793104e-06, | |
| "loss": 0.1681, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 7.157931034482759e-06, | |
| "loss": 0.1643, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 7.140689655172415e-06, | |
| "loss": 0.1612, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 2.85, | |
| "learning_rate": 7.12344827586207e-06, | |
| "loss": 0.1641, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 7.106206896551725e-06, | |
| "loss": 0.1609, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 2.88, | |
| "learning_rate": 7.088965517241379e-06, | |
| "loss": 0.1595, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 7.071724137931035e-06, | |
| "loss": 0.1647, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 7.05448275862069e-06, | |
| "loss": 0.1675, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 2.92, | |
| "learning_rate": 7.037241379310346e-06, | |
| "loss": 0.167, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 7.0200000000000006e-06, | |
| "loss": 0.1648, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 7.002758620689655e-06, | |
| "loss": 0.1579, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 6.98551724137931e-06, | |
| "loss": 0.1603, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 2.98, | |
| "learning_rate": 6.968275862068966e-06, | |
| "loss": 0.1632, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "learning_rate": 6.951034482758622e-06, | |
| "loss": 0.1652, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 3.01, | |
| "learning_rate": 6.933793103448277e-06, | |
| "loss": 0.1348, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 3.03, | |
| "learning_rate": 6.916551724137932e-06, | |
| "loss": 0.1203, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 6.899310344827586e-06, | |
| "loss": 0.1205, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "eval_cer": 11.30015835045989, | |
| "eval_loss": 0.2879413962364197, | |
| "eval_runtime": 732.4387, | |
| "eval_samples_per_second": 2.575, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 33.52086519554293, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 3.06, | |
| "learning_rate": 6.882068965517242e-06, | |
| "loss": 0.1151, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 3.07, | |
| "learning_rate": 6.864827586206897e-06, | |
| "loss": 0.1258, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 3.09, | |
| "learning_rate": 6.847586206896553e-06, | |
| "loss": 0.1201, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 3.1, | |
| "learning_rate": 6.8303448275862075e-06, | |
| "loss": 0.1232, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 6.813103448275863e-06, | |
| "loss": 0.1249, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 3.13, | |
| "learning_rate": 6.795862068965517e-06, | |
| "loss": 0.1213, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 3.15, | |
| "learning_rate": 6.778620689655173e-06, | |
| "loss": 0.1249, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 3.16, | |
| "learning_rate": 6.761379310344828e-06, | |
| "loss": 0.1252, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 3.18, | |
| "learning_rate": 6.7441379310344836e-06, | |
| "loss": 0.1169, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 3.2, | |
| "learning_rate": 6.7268965517241384e-06, | |
| "loss": 0.1239, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 3.21, | |
| "learning_rate": 6.709655172413793e-06, | |
| "loss": 0.123, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 3.23, | |
| "learning_rate": 6.692413793103448e-06, | |
| "loss": 0.1228, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 3.24, | |
| "learning_rate": 6.675172413793104e-06, | |
| "loss": 0.1241, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 6.65793103448276e-06, | |
| "loss": 0.1287, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 3.27, | |
| "learning_rate": 6.6406896551724145e-06, | |
| "loss": 0.1279, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 3.29, | |
| "learning_rate": 6.62344827586207e-06, | |
| "loss": 0.1252, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 3.3, | |
| "learning_rate": 6.606206896551724e-06, | |
| "loss": 0.1266, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 3.32, | |
| "learning_rate": 6.58896551724138e-06, | |
| "loss": 0.1272, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 6.571724137931035e-06, | |
| "loss": 0.1179, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 3.35, | |
| "learning_rate": 6.5544827586206905e-06, | |
| "loss": 0.1206, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 3.36, | |
| "learning_rate": 6.537241379310345e-06, | |
| "loss": 0.1204, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 3.38, | |
| "learning_rate": 6.520000000000001e-06, | |
| "loss": 0.118, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 3.39, | |
| "learning_rate": 6.502758620689655e-06, | |
| "loss": 0.1284, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 6.485517241379311e-06, | |
| "loss": 0.1259, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 3.42, | |
| "learning_rate": 6.468275862068966e-06, | |
| "loss": 0.1316, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 3.44, | |
| "learning_rate": 6.4510344827586214e-06, | |
| "loss": 0.1281, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 3.45, | |
| "learning_rate": 6.433793103448276e-06, | |
| "loss": 0.125, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 3.47, | |
| "learning_rate": 6.416551724137931e-06, | |
| "loss": 0.1203, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 6.399310344827587e-06, | |
| "loss": 0.1315, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 3.5, | |
| "learning_rate": 6.382068965517242e-06, | |
| "loss": 0.1268, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 3.51, | |
| "learning_rate": 6.3648275862068975e-06, | |
| "loss": 0.1201, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 3.53, | |
| "learning_rate": 6.347586206896552e-06, | |
| "loss": 0.1231, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 6.330344827586208e-06, | |
| "loss": 0.125, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 3.56, | |
| "learning_rate": 6.313103448275862e-06, | |
| "loss": 0.1327, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 3.58, | |
| "learning_rate": 6.295862068965518e-06, | |
| "loss": 0.1254, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 3.59, | |
| "learning_rate": 6.278620689655173e-06, | |
| "loss": 0.1257, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 3.61, | |
| "learning_rate": 6.261379310344828e-06, | |
| "loss": 0.1305, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 6.244137931034483e-06, | |
| "loss": 0.124, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 6.226896551724139e-06, | |
| "loss": 0.1251, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "learning_rate": 6.209655172413793e-06, | |
| "loss": 0.1284, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.65, | |
| "eval_cer": 10.98851116876116, | |
| "eval_loss": 0.28836125135421753, | |
| "eval_runtime": 732.4508, | |
| "eval_samples_per_second": 2.575, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.75071007209963, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 3.67, | |
| "learning_rate": 6.192413793103449e-06, | |
| "loss": 0.1195, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 3.68, | |
| "learning_rate": 6.175172413793104e-06, | |
| "loss": 0.1237, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 6.157931034482759e-06, | |
| "loss": 0.1262, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 3.71, | |
| "learning_rate": 6.140689655172414e-06, | |
| "loss": 0.1306, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 6.123448275862069e-06, | |
| "loss": 0.121, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 3.74, | |
| "learning_rate": 6.106206896551725e-06, | |
| "loss": 0.1304, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 3.76, | |
| "learning_rate": 6.08896551724138e-06, | |
| "loss": 0.1198, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 6.071724137931035e-06, | |
| "loss": 0.1274, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 3.79, | |
| "learning_rate": 6.05448275862069e-06, | |
| "loss": 0.123, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 3.8, | |
| "learning_rate": 6.037241379310346e-06, | |
| "loss": 0.1247, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 3.82, | |
| "learning_rate": 6.02e-06, | |
| "loss": 0.1188, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 3.83, | |
| "learning_rate": 6.002758620689656e-06, | |
| "loss": 0.1226, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 3.85, | |
| "learning_rate": 5.9855172413793105e-06, | |
| "loss": 0.126, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 3.86, | |
| "learning_rate": 5.968275862068966e-06, | |
| "loss": 0.1238, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 3.88, | |
| "learning_rate": 5.951034482758621e-06, | |
| "loss": 0.1207, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 3.9, | |
| "learning_rate": 5.933793103448277e-06, | |
| "loss": 0.1228, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 5.916551724137931e-06, | |
| "loss": 0.1253, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 3.93, | |
| "learning_rate": 5.899310344827587e-06, | |
| "loss": 0.1243, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 3.94, | |
| "learning_rate": 5.8820689655172415e-06, | |
| "loss": 0.1235, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 3.96, | |
| "learning_rate": 5.864827586206897e-06, | |
| "loss": 0.1236, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 3.97, | |
| "learning_rate": 5.847586206896552e-06, | |
| "loss": 0.129, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 5.830344827586208e-06, | |
| "loss": 0.1281, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "learning_rate": 5.813103448275863e-06, | |
| "loss": 0.1223, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 4.02, | |
| "learning_rate": 5.7958620689655175e-06, | |
| "loss": 0.0903, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 4.03, | |
| "learning_rate": 5.778620689655173e-06, | |
| "loss": 0.0886, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 4.05, | |
| "learning_rate": 5.761379310344828e-06, | |
| "loss": 0.0923, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 4.06, | |
| "learning_rate": 5.744137931034484e-06, | |
| "loss": 0.0866, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 4.08, | |
| "learning_rate": 5.726896551724138e-06, | |
| "loss": 0.095, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 4.09, | |
| "learning_rate": 5.7096551724137936e-06, | |
| "loss": 0.0865, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 4.11, | |
| "learning_rate": 5.692413793103448e-06, | |
| "loss": 0.0907, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 4.12, | |
| "learning_rate": 5.675172413793104e-06, | |
| "loss": 0.0875, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 4.14, | |
| "learning_rate": 5.657931034482759e-06, | |
| "loss": 0.0919, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 4.15, | |
| "learning_rate": 5.640689655172415e-06, | |
| "loss": 0.0884, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 5.623448275862069e-06, | |
| "loss": 0.0932, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 4.18, | |
| "learning_rate": 5.6062068965517245e-06, | |
| "loss": 0.0931, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 4.2, | |
| "learning_rate": 5.588965517241379e-06, | |
| "loss": 0.0939, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 4.21, | |
| "learning_rate": 5.571724137931035e-06, | |
| "loss": 0.0928, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 4.23, | |
| "learning_rate": 5.554482758620691e-06, | |
| "loss": 0.0944, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 4.25, | |
| "learning_rate": 5.537241379310346e-06, | |
| "loss": 0.0936, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "learning_rate": 5.5200000000000005e-06, | |
| "loss": 0.0893, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 4.26, | |
| "eval_cer": 11.207506485630537, | |
| "eval_loss": 0.3021553158760071, | |
| "eval_runtime": 735.2629, | |
| "eval_samples_per_second": 2.565, | |
| "eval_steps_per_second": 0.08, | |
| "eval_wer": 33.08935984269172, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 4.28, | |
| "learning_rate": 5.502758620689655e-06, | |
| "loss": 0.0916, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 4.29, | |
| "learning_rate": 5.485517241379311e-06, | |
| "loss": 0.0937, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 4.31, | |
| "learning_rate": 5.468275862068966e-06, | |
| "loss": 0.0929, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 4.32, | |
| "learning_rate": 5.451034482758622e-06, | |
| "loss": 0.0855, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 4.34, | |
| "learning_rate": 5.433793103448276e-06, | |
| "loss": 0.0882, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 4.35, | |
| "learning_rate": 5.4165517241379314e-06, | |
| "loss": 0.0917, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 4.37, | |
| "learning_rate": 5.399310344827586e-06, | |
| "loss": 0.0924, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 4.38, | |
| "learning_rate": 5.382068965517242e-06, | |
| "loss": 0.0913, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 4.4, | |
| "learning_rate": 5.364827586206897e-06, | |
| "loss": 0.0958, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 4.41, | |
| "learning_rate": 5.347586206896553e-06, | |
| "loss": 0.0897, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 4.43, | |
| "learning_rate": 5.330344827586207e-06, | |
| "loss": 0.093, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 4.44, | |
| "learning_rate": 5.313103448275862e-06, | |
| "loss": 0.0913, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 4.46, | |
| "learning_rate": 5.295862068965517e-06, | |
| "loss": 0.0927, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 4.47, | |
| "learning_rate": 5.278620689655173e-06, | |
| "loss": 0.0923, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 4.49, | |
| "learning_rate": 5.261379310344829e-06, | |
| "loss": 0.0889, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 4.5, | |
| "learning_rate": 5.2441379310344835e-06, | |
| "loss": 0.0913, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 4.52, | |
| "learning_rate": 5.226896551724138e-06, | |
| "loss": 0.0934, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 4.53, | |
| "learning_rate": 5.209655172413793e-06, | |
| "loss": 0.0917, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 4.55, | |
| "learning_rate": 5.192413793103449e-06, | |
| "loss": 0.0876, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 4.56, | |
| "learning_rate": 5.175172413793104e-06, | |
| "loss": 0.0934, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 4.58, | |
| "learning_rate": 5.1579310344827596e-06, | |
| "loss": 0.0835, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 4.6, | |
| "learning_rate": 5.140689655172414e-06, | |
| "loss": 0.0935, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 4.61, | |
| "learning_rate": 5.123448275862069e-06, | |
| "loss": 0.0924, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 4.63, | |
| "learning_rate": 5.106206896551724e-06, | |
| "loss": 0.0936, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 4.64, | |
| "learning_rate": 5.08896551724138e-06, | |
| "loss": 0.0958, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 4.66, | |
| "learning_rate": 5.071724137931035e-06, | |
| "loss": 0.0963, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 4.67, | |
| "learning_rate": 5.0544827586206905e-06, | |
| "loss": 0.0857, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 4.69, | |
| "learning_rate": 5.0372413793103445e-06, | |
| "loss": 0.0909, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 4.7, | |
| "learning_rate": 5.02e-06, | |
| "loss": 0.0942, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 4.72, | |
| "learning_rate": 5.002758620689656e-06, | |
| "loss": 0.0883, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 4.73, | |
| "learning_rate": 4.985517241379311e-06, | |
| "loss": 0.0953, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 4.75, | |
| "learning_rate": 4.968275862068966e-06, | |
| "loss": 0.0956, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 4.76, | |
| "learning_rate": 4.951034482758621e-06, | |
| "loss": 0.0951, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 4.78, | |
| "learning_rate": 4.933793103448276e-06, | |
| "loss": 0.0867, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 4.79, | |
| "learning_rate": 4.916551724137931e-06, | |
| "loss": 0.0994, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 4.81, | |
| "learning_rate": 4.899310344827586e-06, | |
| "loss": 0.0939, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 4.82, | |
| "learning_rate": 4.882068965517242e-06, | |
| "loss": 0.0935, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 4.84, | |
| "learning_rate": 4.8648275862068974e-06, | |
| "loss": 0.0908, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 4.85, | |
| "learning_rate": 4.847586206896552e-06, | |
| "loss": 0.096, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "learning_rate": 4.830344827586207e-06, | |
| "loss": 0.0902, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.87, | |
| "eval_cer": 11.231932886358276, | |
| "eval_loss": 0.3060995638370514, | |
| "eval_runtime": 732.5317, | |
| "eval_samples_per_second": 2.575, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.64693030369237, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 4.88, | |
| "learning_rate": 4.813103448275863e-06, | |
| "loss": 0.0986, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 4.9, | |
| "learning_rate": 4.795862068965518e-06, | |
| "loss": 0.0899, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 4.91, | |
| "learning_rate": 4.778620689655173e-06, | |
| "loss": 0.0878, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 4.93, | |
| "learning_rate": 4.761379310344828e-06, | |
| "loss": 0.0945, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 4.95, | |
| "learning_rate": 4.744137931034483e-06, | |
| "loss": 0.0928, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 4.96, | |
| "learning_rate": 4.726896551724138e-06, | |
| "loss": 0.0929, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 4.98, | |
| "learning_rate": 4.709655172413794e-06, | |
| "loss": 0.0896, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "learning_rate": 4.692413793103449e-06, | |
| "loss": 0.0932, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 5.01, | |
| "learning_rate": 4.6751724137931035e-06, | |
| "loss": 0.0806, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 5.02, | |
| "learning_rate": 4.657931034482759e-06, | |
| "loss": 0.065, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 5.04, | |
| "learning_rate": 4.640689655172414e-06, | |
| "loss": 0.0608, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 5.05, | |
| "learning_rate": 4.623448275862069e-06, | |
| "loss": 0.0645, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 5.07, | |
| "learning_rate": 4.606206896551724e-06, | |
| "loss": 0.0658, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 5.08, | |
| "learning_rate": 4.58896551724138e-06, | |
| "loss": 0.0611, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 5.1, | |
| "learning_rate": 4.571724137931035e-06, | |
| "loss": 0.0624, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 5.11, | |
| "learning_rate": 4.55448275862069e-06, | |
| "loss": 0.0635, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 5.13, | |
| "learning_rate": 4.537241379310345e-06, | |
| "loss": 0.0654, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 5.14, | |
| "learning_rate": 4.520000000000001e-06, | |
| "loss": 0.0616, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 5.16, | |
| "learning_rate": 4.502758620689656e-06, | |
| "loss": 0.0651, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 5.17, | |
| "learning_rate": 4.4855172413793105e-06, | |
| "loss": 0.0611, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 4.468275862068966e-06, | |
| "loss": 0.0618, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 5.2, | |
| "learning_rate": 4.451034482758621e-06, | |
| "loss": 0.0623, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 5.22, | |
| "learning_rate": 4.433793103448276e-06, | |
| "loss": 0.065, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 5.23, | |
| "learning_rate": 4.416551724137932e-06, | |
| "loss": 0.0644, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 5.25, | |
| "learning_rate": 4.3993103448275866e-06, | |
| "loss": 0.0655, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 5.26, | |
| "learning_rate": 4.3820689655172414e-06, | |
| "loss": 0.0666, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 5.28, | |
| "learning_rate": 4.364827586206897e-06, | |
| "loss": 0.0629, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 5.3, | |
| "learning_rate": 4.347586206896552e-06, | |
| "loss": 0.0641, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 5.31, | |
| "learning_rate": 4.330344827586207e-06, | |
| "loss": 0.0638, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 5.33, | |
| "learning_rate": 4.313103448275863e-06, | |
| "loss": 0.0632, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 5.34, | |
| "learning_rate": 4.2958620689655175e-06, | |
| "loss": 0.0637, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 5.36, | |
| "learning_rate": 4.278620689655173e-06, | |
| "loss": 0.0628, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 5.37, | |
| "learning_rate": 4.261379310344828e-06, | |
| "loss": 0.0703, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 5.39, | |
| "learning_rate": 4.244137931034483e-06, | |
| "loss": 0.0639, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 5.4, | |
| "learning_rate": 4.226896551724139e-06, | |
| "loss": 0.0645, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 5.42, | |
| "learning_rate": 4.2096551724137935e-06, | |
| "loss": 0.0664, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 5.43, | |
| "learning_rate": 4.192413793103448e-06, | |
| "loss": 0.0612, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 5.45, | |
| "learning_rate": 4.175172413793104e-06, | |
| "loss": 0.0656, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 5.46, | |
| "learning_rate": 4.157931034482759e-06, | |
| "loss": 0.068, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "learning_rate": 4.140689655172414e-06, | |
| "loss": 0.065, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 5.48, | |
| "eval_cer": 11.159495973855329, | |
| "eval_loss": 0.32331350445747375, | |
| "eval_runtime": 731.9683, | |
| "eval_samples_per_second": 2.577, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.81625518898842, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 5.49, | |
| "learning_rate": 4.1234482758620696e-06, | |
| "loss": 0.0643, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 5.51, | |
| "learning_rate": 4.1062068965517244e-06, | |
| "loss": 0.0689, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 5.52, | |
| "learning_rate": 4.088965517241379e-06, | |
| "loss": 0.0644, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 5.54, | |
| "learning_rate": 4.071724137931035e-06, | |
| "loss": 0.0633, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 5.55, | |
| "learning_rate": 4.05448275862069e-06, | |
| "loss": 0.0683, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 5.57, | |
| "learning_rate": 4.037241379310346e-06, | |
| "loss": 0.0639, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 5.58, | |
| "learning_rate": 4.0200000000000005e-06, | |
| "loss": 0.063, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 5.6, | |
| "learning_rate": 4.003448275862069e-06, | |
| "loss": 0.0667, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 5.61, | |
| "learning_rate": 3.986206896551724e-06, | |
| "loss": 0.07, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 5.63, | |
| "learning_rate": 3.96896551724138e-06, | |
| "loss": 0.0683, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 5.65, | |
| "learning_rate": 3.951724137931035e-06, | |
| "loss": 0.0665, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 5.66, | |
| "learning_rate": 3.93448275862069e-06, | |
| "loss": 0.0598, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 5.68, | |
| "learning_rate": 3.917241379310345e-06, | |
| "loss": 0.0649, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 5.69, | |
| "learning_rate": 3.900000000000001e-06, | |
| "loss": 0.067, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 3.882758620689656e-06, | |
| "loss": 0.0652, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 5.72, | |
| "learning_rate": 3.8655172413793105e-06, | |
| "loss": 0.067, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 5.74, | |
| "learning_rate": 3.848275862068966e-06, | |
| "loss": 0.0667, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 5.75, | |
| "learning_rate": 3.831034482758621e-06, | |
| "loss": 0.0679, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 5.77, | |
| "learning_rate": 3.813793103448276e-06, | |
| "loss": 0.0653, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 5.78, | |
| "learning_rate": 3.7965517241379313e-06, | |
| "loss": 0.0661, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 5.8, | |
| "learning_rate": 3.7793103448275866e-06, | |
| "loss": 0.0695, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 5.81, | |
| "learning_rate": 3.7620689655172414e-06, | |
| "loss": 0.065, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "learning_rate": 3.7448275862068967e-06, | |
| "loss": 0.0625, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 5.84, | |
| "learning_rate": 3.727586206896552e-06, | |
| "loss": 0.0669, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 5.86, | |
| "learning_rate": 3.710344827586207e-06, | |
| "loss": 0.0687, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 5.87, | |
| "learning_rate": 3.6931034482758626e-06, | |
| "loss": 0.0698, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 5.89, | |
| "learning_rate": 3.675862068965518e-06, | |
| "loss": 0.0624, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 5.9, | |
| "learning_rate": 3.6586206896551728e-06, | |
| "loss": 0.0649, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 5.92, | |
| "learning_rate": 3.641379310344828e-06, | |
| "loss": 0.0654, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 5.93, | |
| "learning_rate": 3.6241379310344834e-06, | |
| "loss": 0.0653, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 5.95, | |
| "learning_rate": 3.6068965517241382e-06, | |
| "loss": 0.0671, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 5.96, | |
| "learning_rate": 3.5896551724137935e-06, | |
| "loss": 0.0656, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 5.98, | |
| "learning_rate": 3.5724137931034484e-06, | |
| "loss": 0.0693, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "learning_rate": 3.5551724137931037e-06, | |
| "loss": 0.0669, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 6.01, | |
| "learning_rate": 3.537931034482759e-06, | |
| "loss": 0.053, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 6.03, | |
| "learning_rate": 3.520689655172414e-06, | |
| "loss": 0.0443, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 6.04, | |
| "learning_rate": 3.503448275862069e-06, | |
| "loss": 0.043, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 6.06, | |
| "learning_rate": 3.4862068965517244e-06, | |
| "loss": 0.042, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 6.07, | |
| "learning_rate": 3.4689655172413793e-06, | |
| "loss": 0.043, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "learning_rate": 3.4517241379310346e-06, | |
| "loss": 0.0436, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 6.09, | |
| "eval_cer": 11.138438731848657, | |
| "eval_loss": 0.33723652362823486, | |
| "eval_runtime": 732.6587, | |
| "eval_samples_per_second": 2.574, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.68516495521084, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 6.1, | |
| "learning_rate": 3.43448275862069e-06, | |
| "loss": 0.0404, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 6.12, | |
| "learning_rate": 3.4172413793103448e-06, | |
| "loss": 0.0456, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 6.13, | |
| "learning_rate": 3.4000000000000005e-06, | |
| "loss": 0.0448, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 6.15, | |
| "learning_rate": 3.3827586206896558e-06, | |
| "loss": 0.0441, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 6.16, | |
| "learning_rate": 3.3655172413793106e-06, | |
| "loss": 0.0439, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 6.18, | |
| "learning_rate": 3.348275862068966e-06, | |
| "loss": 0.0486, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 6.19, | |
| "learning_rate": 3.3310344827586212e-06, | |
| "loss": 0.0457, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 6.21, | |
| "learning_rate": 3.313793103448276e-06, | |
| "loss": 0.0446, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 6.22, | |
| "learning_rate": 3.2965517241379314e-06, | |
| "loss": 0.0463, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 6.24, | |
| "learning_rate": 3.2793103448275863e-06, | |
| "loss": 0.0434, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 6.25, | |
| "learning_rate": 3.2620689655172416e-06, | |
| "loss": 0.0424, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 6.27, | |
| "learning_rate": 3.244827586206897e-06, | |
| "loss": 0.0409, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 6.28, | |
| "learning_rate": 3.2275862068965517e-06, | |
| "loss": 0.0409, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 6.3, | |
| "learning_rate": 3.210344827586207e-06, | |
| "loss": 0.0473, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 6.31, | |
| "learning_rate": 3.1931034482758623e-06, | |
| "loss": 0.0431, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 6.33, | |
| "learning_rate": 3.175862068965517e-06, | |
| "loss": 0.045, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 6.35, | |
| "learning_rate": 3.1586206896551725e-06, | |
| "loss": 0.0465, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 6.36, | |
| "learning_rate": 3.1413793103448278e-06, | |
| "loss": 0.0437, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 6.38, | |
| "learning_rate": 3.124137931034483e-06, | |
| "loss": 0.0459, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 6.39, | |
| "learning_rate": 3.1068965517241384e-06, | |
| "loss": 0.045, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 6.41, | |
| "learning_rate": 3.0896551724137937e-06, | |
| "loss": 0.0455, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 6.42, | |
| "learning_rate": 3.0724137931034485e-06, | |
| "loss": 0.0442, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 6.44, | |
| "learning_rate": 3.055172413793104e-06, | |
| "loss": 0.0453, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 6.45, | |
| "learning_rate": 3.037931034482759e-06, | |
| "loss": 0.0452, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 6.47, | |
| "learning_rate": 3.020689655172414e-06, | |
| "loss": 0.043, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 6.48, | |
| "learning_rate": 3.0034482758620693e-06, | |
| "loss": 0.045, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 6.5, | |
| "learning_rate": 2.9862068965517246e-06, | |
| "loss": 0.0434, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 6.51, | |
| "learning_rate": 2.9689655172413794e-06, | |
| "loss": 0.0452, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 6.53, | |
| "learning_rate": 2.9517241379310347e-06, | |
| "loss": 0.0441, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 6.54, | |
| "learning_rate": 2.9344827586206896e-06, | |
| "loss": 0.0468, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 6.56, | |
| "learning_rate": 2.917241379310345e-06, | |
| "loss": 0.0459, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 6.57, | |
| "learning_rate": 2.900689655172414e-06, | |
| "loss": 0.0443, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 6.59, | |
| "learning_rate": 2.883448275862069e-06, | |
| "loss": 0.0439, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 6.6, | |
| "learning_rate": 2.8662068965517244e-06, | |
| "loss": 0.0443, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 6.62, | |
| "learning_rate": 2.8489655172413793e-06, | |
| "loss": 0.046, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 6.63, | |
| "learning_rate": 2.8317241379310346e-06, | |
| "loss": 0.0439, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 6.65, | |
| "learning_rate": 2.8144827586206895e-06, | |
| "loss": 0.0448, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 6.66, | |
| "learning_rate": 2.7972413793103448e-06, | |
| "loss": 0.0462, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 6.68, | |
| "learning_rate": 2.7800000000000005e-06, | |
| "loss": 0.0432, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "learning_rate": 2.7627586206896558e-06, | |
| "loss": 0.0469, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 6.7, | |
| "eval_cer": 11.286681715575622, | |
| "eval_loss": 0.3481425344944, | |
| "eval_runtime": 729.7831, | |
| "eval_samples_per_second": 2.584, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.82717937513655, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 6.71, | |
| "learning_rate": 2.7455172413793107e-06, | |
| "loss": 0.0441, | |
| "step": 11025 | |
| }, | |
| { | |
| "epoch": 6.73, | |
| "learning_rate": 2.728275862068966e-06, | |
| "loss": 0.0434, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 6.74, | |
| "learning_rate": 2.711034482758621e-06, | |
| "loss": 0.0425, | |
| "step": 11075 | |
| }, | |
| { | |
| "epoch": 6.76, | |
| "learning_rate": 2.693793103448276e-06, | |
| "loss": 0.0467, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 6.77, | |
| "learning_rate": 2.6765517241379314e-06, | |
| "loss": 0.045, | |
| "step": 11125 | |
| }, | |
| { | |
| "epoch": 6.79, | |
| "learning_rate": 2.6593103448275863e-06, | |
| "loss": 0.0445, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 6.8, | |
| "learning_rate": 2.6420689655172416e-06, | |
| "loss": 0.0444, | |
| "step": 11175 | |
| }, | |
| { | |
| "epoch": 6.82, | |
| "learning_rate": 2.624827586206897e-06, | |
| "loss": 0.0446, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 6.83, | |
| "learning_rate": 2.6075862068965517e-06, | |
| "loss": 0.0455, | |
| "step": 11225 | |
| }, | |
| { | |
| "epoch": 6.85, | |
| "learning_rate": 2.590344827586207e-06, | |
| "loss": 0.0458, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 6.86, | |
| "learning_rate": 2.5731034482758623e-06, | |
| "loss": 0.0442, | |
| "step": 11275 | |
| }, | |
| { | |
| "epoch": 6.88, | |
| "learning_rate": 2.555862068965517e-06, | |
| "loss": 0.0427, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 6.89, | |
| "learning_rate": 2.5386206896551725e-06, | |
| "loss": 0.044, | |
| "step": 11325 | |
| }, | |
| { | |
| "epoch": 6.91, | |
| "learning_rate": 2.5213793103448274e-06, | |
| "loss": 0.0401, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 6.92, | |
| "learning_rate": 2.504137931034483e-06, | |
| "loss": 0.0465, | |
| "step": 11375 | |
| }, | |
| { | |
| "epoch": 6.94, | |
| "learning_rate": 2.486896551724138e-06, | |
| "loss": 0.0424, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 6.95, | |
| "learning_rate": 2.4696551724137932e-06, | |
| "loss": 0.0422, | |
| "step": 11425 | |
| }, | |
| { | |
| "epoch": 6.97, | |
| "learning_rate": 2.4524137931034485e-06, | |
| "loss": 0.0463, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 6.98, | |
| "learning_rate": 2.435172413793104e-06, | |
| "loss": 0.0445, | |
| "step": 11475 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "learning_rate": 2.4179310344827587e-06, | |
| "loss": 0.0448, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 7.01, | |
| "learning_rate": 2.400689655172414e-06, | |
| "loss": 0.0331, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 7.03, | |
| "learning_rate": 2.3834482758620693e-06, | |
| "loss": 0.028, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 7.05, | |
| "learning_rate": 2.366206896551724e-06, | |
| "loss": 0.0318, | |
| "step": 11575 | |
| }, | |
| { | |
| "epoch": 7.06, | |
| "learning_rate": 2.3489655172413794e-06, | |
| "loss": 0.0306, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 7.08, | |
| "learning_rate": 2.3317241379310347e-06, | |
| "loss": 0.0293, | |
| "step": 11625 | |
| }, | |
| { | |
| "epoch": 7.09, | |
| "learning_rate": 2.3144827586206896e-06, | |
| "loss": 0.0292, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 7.11, | |
| "learning_rate": 2.2972413793103453e-06, | |
| "loss": 0.0304, | |
| "step": 11675 | |
| }, | |
| { | |
| "epoch": 7.12, | |
| "learning_rate": 2.28e-06, | |
| "loss": 0.0312, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 7.14, | |
| "learning_rate": 2.2627586206896555e-06, | |
| "loss": 0.0276, | |
| "step": 11725 | |
| }, | |
| { | |
| "epoch": 7.15, | |
| "learning_rate": 2.2455172413793104e-06, | |
| "loss": 0.0286, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 7.17, | |
| "learning_rate": 2.2282758620689657e-06, | |
| "loss": 0.0294, | |
| "step": 11775 | |
| }, | |
| { | |
| "epoch": 7.18, | |
| "learning_rate": 2.211034482758621e-06, | |
| "loss": 0.028, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 7.2, | |
| "learning_rate": 2.193793103448276e-06, | |
| "loss": 0.0291, | |
| "step": 11825 | |
| }, | |
| { | |
| "epoch": 7.21, | |
| "learning_rate": 2.176551724137931e-06, | |
| "loss": 0.0303, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 7.23, | |
| "learning_rate": 2.1593103448275864e-06, | |
| "loss": 0.0298, | |
| "step": 11875 | |
| }, | |
| { | |
| "epoch": 7.24, | |
| "learning_rate": 2.1420689655172417e-06, | |
| "loss": 0.0297, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 7.26, | |
| "learning_rate": 2.1248275862068966e-06, | |
| "loss": 0.0272, | |
| "step": 11925 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "learning_rate": 2.107586206896552e-06, | |
| "loss": 0.0301, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 7.29, | |
| "learning_rate": 2.090344827586207e-06, | |
| "loss": 0.0279, | |
| "step": 11975 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "learning_rate": 2.073103448275862e-06, | |
| "loss": 0.0292, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 7.3, | |
| "eval_cer": 11.378491290724705, | |
| "eval_loss": 0.36427363753318787, | |
| "eval_runtime": 729.5889, | |
| "eval_samples_per_second": 2.585, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 33.07843565654359, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 7.32, | |
| "learning_rate": 2.0558620689655173e-06, | |
| "loss": 0.0279, | |
| "step": 12025 | |
| }, | |
| { | |
| "epoch": 7.33, | |
| "learning_rate": 2.0386206896551726e-06, | |
| "loss": 0.0291, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 7.35, | |
| "learning_rate": 2.021379310344828e-06, | |
| "loss": 0.028, | |
| "step": 12075 | |
| }, | |
| { | |
| "epoch": 7.36, | |
| "learning_rate": 2.004137931034483e-06, | |
| "loss": 0.0316, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 7.38, | |
| "learning_rate": 1.986896551724138e-06, | |
| "loss": 0.0263, | |
| "step": 12125 | |
| }, | |
| { | |
| "epoch": 7.4, | |
| "learning_rate": 1.9696551724137934e-06, | |
| "loss": 0.0299, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 7.41, | |
| "learning_rate": 1.9524137931034482e-06, | |
| "loss": 0.0282, | |
| "step": 12175 | |
| }, | |
| { | |
| "epoch": 7.43, | |
| "learning_rate": 1.9351724137931035e-06, | |
| "loss": 0.0331, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 7.44, | |
| "learning_rate": 1.917931034482759e-06, | |
| "loss": 0.0289, | |
| "step": 12225 | |
| }, | |
| { | |
| "epoch": 7.46, | |
| "learning_rate": 1.900689655172414e-06, | |
| "loss": 0.0294, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 7.47, | |
| "learning_rate": 1.8834482758620692e-06, | |
| "loss": 0.0315, | |
| "step": 12275 | |
| }, | |
| { | |
| "epoch": 7.49, | |
| "learning_rate": 1.8662068965517243e-06, | |
| "loss": 0.0312, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "learning_rate": 1.8489655172413796e-06, | |
| "loss": 0.0277, | |
| "step": 12325 | |
| }, | |
| { | |
| "epoch": 7.52, | |
| "learning_rate": 1.8317241379310347e-06, | |
| "loss": 0.0296, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 7.53, | |
| "learning_rate": 1.8144827586206897e-06, | |
| "loss": 0.0305, | |
| "step": 12375 | |
| }, | |
| { | |
| "epoch": 7.55, | |
| "learning_rate": 1.797241379310345e-06, | |
| "loss": 0.0296, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 7.56, | |
| "learning_rate": 1.7800000000000001e-06, | |
| "loss": 0.0275, | |
| "step": 12425 | |
| }, | |
| { | |
| "epoch": 7.58, | |
| "learning_rate": 1.7627586206896552e-06, | |
| "loss": 0.0301, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 7.59, | |
| "learning_rate": 1.7455172413793107e-06, | |
| "loss": 0.0289, | |
| "step": 12475 | |
| }, | |
| { | |
| "epoch": 7.61, | |
| "learning_rate": 1.7282758620689658e-06, | |
| "loss": 0.0301, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 7.62, | |
| "learning_rate": 1.7110344827586209e-06, | |
| "loss": 0.0282, | |
| "step": 12525 | |
| }, | |
| { | |
| "epoch": 7.64, | |
| "learning_rate": 1.693793103448276e-06, | |
| "loss": 0.0316, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 7.65, | |
| "learning_rate": 1.6765517241379312e-06, | |
| "loss": 0.0292, | |
| "step": 12575 | |
| }, | |
| { | |
| "epoch": 7.67, | |
| "learning_rate": 1.6593103448275863e-06, | |
| "loss": 0.0295, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 7.68, | |
| "learning_rate": 1.6420689655172414e-06, | |
| "loss": 0.0311, | |
| "step": 12625 | |
| }, | |
| { | |
| "epoch": 7.7, | |
| "learning_rate": 1.6248275862068965e-06, | |
| "loss": 0.0304, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 7.71, | |
| "learning_rate": 1.607586206896552e-06, | |
| "loss": 0.0265, | |
| "step": 12675 | |
| }, | |
| { | |
| "epoch": 7.73, | |
| "learning_rate": 1.590344827586207e-06, | |
| "loss": 0.0297, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 7.74, | |
| "learning_rate": 1.5731034482758622e-06, | |
| "loss": 0.0294, | |
| "step": 12725 | |
| }, | |
| { | |
| "epoch": 7.76, | |
| "learning_rate": 1.5558620689655174e-06, | |
| "loss": 0.0296, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 7.78, | |
| "learning_rate": 1.5386206896551725e-06, | |
| "loss": 0.0298, | |
| "step": 12775 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 1.5213793103448276e-06, | |
| "loss": 0.0288, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 7.81, | |
| "learning_rate": 1.504137931034483e-06, | |
| "loss": 0.0292, | |
| "step": 12825 | |
| }, | |
| { | |
| "epoch": 7.82, | |
| "learning_rate": 1.486896551724138e-06, | |
| "loss": 0.0302, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 7.84, | |
| "learning_rate": 1.4696551724137933e-06, | |
| "loss": 0.0298, | |
| "step": 12875 | |
| }, | |
| { | |
| "epoch": 7.85, | |
| "learning_rate": 1.4524137931034486e-06, | |
| "loss": 0.0309, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 7.87, | |
| "learning_rate": 1.4351724137931037e-06, | |
| "loss": 0.0297, | |
| "step": 12925 | |
| }, | |
| { | |
| "epoch": 7.88, | |
| "learning_rate": 1.4179310344827587e-06, | |
| "loss": 0.0281, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 7.9, | |
| "learning_rate": 1.4006896551724138e-06, | |
| "loss": 0.0291, | |
| "step": 12975 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "learning_rate": 1.3834482758620691e-06, | |
| "loss": 0.0277, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 7.91, | |
| "eval_cer": 11.359960917758835, | |
| "eval_loss": 0.3699686527252197, | |
| "eval_runtime": 727.275, | |
| "eval_samples_per_second": 2.593, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 33.187677518024906, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 7.93, | |
| "learning_rate": 1.3662068965517242e-06, | |
| "loss": 0.0288, | |
| "step": 13025 | |
| }, | |
| { | |
| "epoch": 7.94, | |
| "learning_rate": 1.3489655172413793e-06, | |
| "loss": 0.0306, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 7.96, | |
| "learning_rate": 1.3317241379310348e-06, | |
| "loss": 0.0286, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 7.97, | |
| "learning_rate": 1.3144827586206899e-06, | |
| "loss": 0.031, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 7.99, | |
| "learning_rate": 1.297241379310345e-06, | |
| "loss": 0.0304, | |
| "step": 13125 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "learning_rate": 1.28e-06, | |
| "loss": 0.0293, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 8.02, | |
| "learning_rate": 1.2627586206896553e-06, | |
| "loss": 0.0195, | |
| "step": 13175 | |
| }, | |
| { | |
| "epoch": 8.03, | |
| "learning_rate": 1.2455172413793104e-06, | |
| "loss": 0.0218, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 8.05, | |
| "learning_rate": 1.2282758620689657e-06, | |
| "loss": 0.0215, | |
| "step": 13225 | |
| }, | |
| { | |
| "epoch": 8.06, | |
| "learning_rate": 1.2110344827586208e-06, | |
| "loss": 0.0212, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 8.08, | |
| "learning_rate": 1.1937931034482759e-06, | |
| "loss": 0.0202, | |
| "step": 13275 | |
| }, | |
| { | |
| "epoch": 8.09, | |
| "learning_rate": 1.1765517241379312e-06, | |
| "loss": 0.0199, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 8.11, | |
| "learning_rate": 1.1593103448275864e-06, | |
| "loss": 0.0196, | |
| "step": 13325 | |
| }, | |
| { | |
| "epoch": 8.13, | |
| "learning_rate": 1.1420689655172415e-06, | |
| "loss": 0.0205, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 8.14, | |
| "learning_rate": 1.1248275862068966e-06, | |
| "loss": 0.0202, | |
| "step": 13375 | |
| }, | |
| { | |
| "epoch": 8.16, | |
| "learning_rate": 1.1075862068965517e-06, | |
| "loss": 0.0198, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 8.17, | |
| "learning_rate": 1.090344827586207e-06, | |
| "loss": 0.0201, | |
| "step": 13425 | |
| }, | |
| { | |
| "epoch": 8.19, | |
| "learning_rate": 1.0731034482758623e-06, | |
| "loss": 0.0202, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 8.2, | |
| "learning_rate": 1.0558620689655174e-06, | |
| "loss": 0.0215, | |
| "step": 13475 | |
| }, | |
| { | |
| "epoch": 8.22, | |
| "learning_rate": 1.0386206896551724e-06, | |
| "loss": 0.0211, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 8.23, | |
| "learning_rate": 1.0213793103448277e-06, | |
| "loss": 0.0195, | |
| "step": 13525 | |
| }, | |
| { | |
| "epoch": 8.25, | |
| "learning_rate": 1.0041379310344828e-06, | |
| "loss": 0.0186, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 8.26, | |
| "learning_rate": 9.868965517241381e-07, | |
| "loss": 0.0208, | |
| "step": 13575 | |
| }, | |
| { | |
| "epoch": 8.28, | |
| "learning_rate": 9.696551724137932e-07, | |
| "loss": 0.0199, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 8.29, | |
| "learning_rate": 9.524137931034484e-07, | |
| "loss": 0.0201, | |
| "step": 13625 | |
| }, | |
| { | |
| "epoch": 8.31, | |
| "learning_rate": 9.351724137931036e-07, | |
| "loss": 0.0201, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 8.32, | |
| "learning_rate": 9.179310344827587e-07, | |
| "loss": 0.021, | |
| "step": 13675 | |
| }, | |
| { | |
| "epoch": 8.34, | |
| "learning_rate": 9.006896551724138e-07, | |
| "loss": 0.0194, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 8.35, | |
| "learning_rate": 8.834482758620691e-07, | |
| "loss": 0.0212, | |
| "step": 13725 | |
| }, | |
| { | |
| "epoch": 8.37, | |
| "learning_rate": 8.662068965517242e-07, | |
| "loss": 0.0194, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 8.38, | |
| "learning_rate": 8.489655172413794e-07, | |
| "loss": 0.0189, | |
| "step": 13775 | |
| }, | |
| { | |
| "epoch": 8.4, | |
| "learning_rate": 8.317241379310345e-07, | |
| "loss": 0.0205, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 8.41, | |
| "learning_rate": 8.144827586206898e-07, | |
| "loss": 0.021, | |
| "step": 13825 | |
| }, | |
| { | |
| "epoch": 8.43, | |
| "learning_rate": 7.97241379310345e-07, | |
| "loss": 0.0195, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 8.44, | |
| "learning_rate": 7.8e-07, | |
| "loss": 0.0186, | |
| "step": 13875 | |
| }, | |
| { | |
| "epoch": 8.46, | |
| "learning_rate": 7.627586206896552e-07, | |
| "loss": 0.0211, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 8.48, | |
| "learning_rate": 7.455172413793104e-07, | |
| "loss": 0.0198, | |
| "step": 13925 | |
| }, | |
| { | |
| "epoch": 8.49, | |
| "learning_rate": 7.282758620689656e-07, | |
| "loss": 0.0214, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 8.51, | |
| "learning_rate": 7.110344827586208e-07, | |
| "loss": 0.0202, | |
| "step": 13975 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "learning_rate": 6.937931034482759e-07, | |
| "loss": 0.0196, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 8.52, | |
| "eval_cer": 11.427344092180181, | |
| "eval_loss": 0.3806290626525879, | |
| "eval_runtime": 728.6082, | |
| "eval_samples_per_second": 2.588, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 33.37338868254315, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 8.54, | |
| "learning_rate": 6.765517241379311e-07, | |
| "loss": 0.0221, | |
| "step": 14025 | |
| }, | |
| { | |
| "epoch": 8.55, | |
| "learning_rate": 6.593103448275863e-07, | |
| "loss": 0.0204, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 8.57, | |
| "learning_rate": 6.420689655172414e-07, | |
| "loss": 0.0189, | |
| "step": 14075 | |
| }, | |
| { | |
| "epoch": 8.58, | |
| "learning_rate": 6.248275862068965e-07, | |
| "loss": 0.0187, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 8.6, | |
| "learning_rate": 6.075862068965518e-07, | |
| "loss": 0.02, | |
| "step": 14125 | |
| }, | |
| { | |
| "epoch": 8.61, | |
| "learning_rate": 5.903448275862069e-07, | |
| "loss": 0.0194, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 8.63, | |
| "learning_rate": 5.731034482758621e-07, | |
| "loss": 0.0184, | |
| "step": 14175 | |
| }, | |
| { | |
| "epoch": 8.64, | |
| "learning_rate": 5.558620689655173e-07, | |
| "loss": 0.0194, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 8.66, | |
| "learning_rate": 5.386206896551725e-07, | |
| "loss": 0.0196, | |
| "step": 14225 | |
| }, | |
| { | |
| "epoch": 8.67, | |
| "learning_rate": 5.213793103448275e-07, | |
| "loss": 0.0211, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 8.69, | |
| "learning_rate": 5.041379310344828e-07, | |
| "loss": 0.0205, | |
| "step": 14275 | |
| }, | |
| { | |
| "epoch": 8.7, | |
| "learning_rate": 4.868965517241379e-07, | |
| "loss": 0.0204, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 8.72, | |
| "learning_rate": 4.6965517241379317e-07, | |
| "loss": 0.019, | |
| "step": 14325 | |
| }, | |
| { | |
| "epoch": 8.73, | |
| "learning_rate": 4.524137931034483e-07, | |
| "loss": 0.0198, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 8.75, | |
| "learning_rate": 4.351724137931035e-07, | |
| "loss": 0.0181, | |
| "step": 14375 | |
| }, | |
| { | |
| "epoch": 8.76, | |
| "learning_rate": 4.179310344827586e-07, | |
| "loss": 0.0211, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 8.78, | |
| "learning_rate": 4.006896551724138e-07, | |
| "loss": 0.0203, | |
| "step": 14425 | |
| }, | |
| { | |
| "epoch": 8.79, | |
| "learning_rate": 3.8344827586206895e-07, | |
| "loss": 0.0188, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 8.81, | |
| "learning_rate": 3.662068965517242e-07, | |
| "loss": 0.0209, | |
| "step": 14475 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "learning_rate": 3.489655172413793e-07, | |
| "loss": 0.0197, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 8.84, | |
| "learning_rate": 3.317241379310345e-07, | |
| "loss": 0.0177, | |
| "step": 14525 | |
| }, | |
| { | |
| "epoch": 8.86, | |
| "learning_rate": 3.1448275862068964e-07, | |
| "loss": 0.0201, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 8.87, | |
| "learning_rate": 2.9724137931034483e-07, | |
| "loss": 0.0203, | |
| "step": 14575 | |
| }, | |
| { | |
| "epoch": 8.89, | |
| "learning_rate": 2.8e-07, | |
| "loss": 0.0221, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 8.9, | |
| "learning_rate": 2.627586206896552e-07, | |
| "loss": 0.0191, | |
| "step": 14625 | |
| }, | |
| { | |
| "epoch": 8.92, | |
| "learning_rate": 2.455172413793104e-07, | |
| "loss": 0.0191, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 8.93, | |
| "learning_rate": 2.2827586206896553e-07, | |
| "loss": 0.0198, | |
| "step": 14675 | |
| }, | |
| { | |
| "epoch": 8.95, | |
| "learning_rate": 2.1103448275862072e-07, | |
| "loss": 0.0178, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 8.96, | |
| "learning_rate": 1.9379310344827588e-07, | |
| "loss": 0.0202, | |
| "step": 14725 | |
| }, | |
| { | |
| "epoch": 8.98, | |
| "learning_rate": 1.7655172413793107e-07, | |
| "loss": 0.0204, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 8.99, | |
| "learning_rate": 1.5931034482758623e-07, | |
| "loss": 0.0204, | |
| "step": 14775 | |
| }, | |
| { | |
| "epoch": 9.01, | |
| "learning_rate": 1.420689655172414e-07, | |
| "loss": 0.0164, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 9.02, | |
| "learning_rate": 1.2482758620689658e-07, | |
| "loss": 0.0167, | |
| "step": 14825 | |
| }, | |
| { | |
| "epoch": 9.04, | |
| "learning_rate": 1.0758620689655174e-07, | |
| "loss": 0.0161, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 9.05, | |
| "learning_rate": 9.034482758620691e-08, | |
| "loss": 0.0158, | |
| "step": 14875 | |
| }, | |
| { | |
| "epoch": 9.07, | |
| "learning_rate": 7.310344827586207e-08, | |
| "loss": 0.0164, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 9.08, | |
| "learning_rate": 5.586206896551725e-08, | |
| "loss": 0.0174, | |
| "step": 14925 | |
| }, | |
| { | |
| "epoch": 9.1, | |
| "learning_rate": 3.8620689655172417e-08, | |
| "loss": 0.0156, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 9.11, | |
| "learning_rate": 2.1379310344827588e-08, | |
| "loss": 0.0165, | |
| "step": 14975 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "learning_rate": 4.137931034482759e-09, | |
| "loss": 0.016, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "eval_cer": 11.424817223139382, | |
| "eval_loss": 0.38436850905418396, | |
| "eval_runtime": 729.2219, | |
| "eval_samples_per_second": 2.586, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 33.31876775180249, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "step": 15000, | |
| "total_flos": 1.3847683858735104e+20, | |
| "train_loss": 0.16232306808829308, | |
| "train_runtime": 44672.5765, | |
| "train_samples_per_second": 10.745, | |
| "train_steps_per_second": 0.336 | |
| }, | |
| { | |
| "epoch": 9.13, | |
| "eval_cer": 11.231932886358276, | |
| "eval_loss": 0.3060995638370514, | |
| "eval_runtime": 730.9925, | |
| "eval_samples_per_second": 2.58, | |
| "eval_steps_per_second": 0.081, | |
| "eval_wer": 32.64693030369237, | |
| "step": 15000 | |
| } | |
| ], | |
| "max_steps": 15000, | |
| "num_train_epochs": 10, | |
| "total_flos": 1.3847683858735104e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |