| { | |
| "best_metric": 9.778974739970282, | |
| "best_model_checkpoint": "./checkpoint-9000", | |
| "epoch": 999.4705882352941, | |
| "global_step": 17000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 5.0453611334320685e-06, | |
| "loss": 0.6804, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 5.56, | |
| "learning_rate": 6.229195710491767e-06, | |
| "loss": 0.1847, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 6.903829450223392e-06, | |
| "loss": 0.0821, | |
| "step": 75 | |
| }, | |
| { | |
| "epoch": 11.11, | |
| "learning_rate": 7.377725845391017e-06, | |
| "loss": 0.0485, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 13.89, | |
| "learning_rate": 7.743343231239583e-06, | |
| "loss": 0.0432, | |
| "step": 125 | |
| }, | |
| { | |
| "epoch": 16.67, | |
| "learning_rate": 8.041073861170494e-06, | |
| "loss": 0.0328, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 19.44, | |
| "learning_rate": 8.292222957399574e-06, | |
| "loss": 0.0291, | |
| "step": 175 | |
| }, | |
| { | |
| "epoch": 22.22, | |
| "learning_rate": 8.509413541357755e-06, | |
| "loss": 0.0298, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 25.0, | |
| "learning_rate": 8.700744577655557e-06, | |
| "loss": 0.0269, | |
| "step": 225 | |
| }, | |
| { | |
| "epoch": 27.78, | |
| "learning_rate": 8.871723942761204e-06, | |
| "loss": 0.0272, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 30.56, | |
| "learning_rate": 9.026267958246849e-06, | |
| "loss": 0.027, | |
| "step": 275 | |
| }, | |
| { | |
| "epoch": 33.33, | |
| "learning_rate": 9.16726106663399e-06, | |
| "loss": 0.0213, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 36.11, | |
| "learning_rate": 9.296889251455016e-06, | |
| "loss": 0.0215, | |
| "step": 325 | |
| }, | |
| { | |
| "epoch": 38.89, | |
| "learning_rate": 9.416848797368692e-06, | |
| "loss": 0.0195, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 41.67, | |
| "learning_rate": 9.528482449516371e-06, | |
| "loss": 0.0167, | |
| "step": 375 | |
| }, | |
| { | |
| "epoch": 44.44, | |
| "learning_rate": 9.632871309784314e-06, | |
| "loss": 0.0184, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 47.22, | |
| "learning_rate": 9.73089868785391e-06, | |
| "loss": 0.0159, | |
| "step": 425 | |
| }, | |
| { | |
| "epoch": 50.0, | |
| "learning_rate": 9.823295589572114e-06, | |
| "loss": 0.0172, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 52.78, | |
| "learning_rate": 9.910673836465484e-06, | |
| "loss": 0.0123, | |
| "step": 475 | |
| }, | |
| { | |
| "epoch": 55.56, | |
| "learning_rate": 9.993550644973805e-06, | |
| "loss": 0.0144, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 58.33, | |
| "learning_rate": 9.951111111111111e-06, | |
| "loss": 0.0135, | |
| "step": 525 | |
| }, | |
| { | |
| "epoch": 61.11, | |
| "learning_rate": 9.895555555555557e-06, | |
| "loss": 0.0128, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 63.89, | |
| "learning_rate": 9.84e-06, | |
| "loss": 0.0115, | |
| "step": 575 | |
| }, | |
| { | |
| "epoch": 66.67, | |
| "learning_rate": 9.784444444444445e-06, | |
| "loss": 0.0105, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 69.44, | |
| "learning_rate": 9.72888888888889e-06, | |
| "loss": 0.0104, | |
| "step": 625 | |
| }, | |
| { | |
| "epoch": 72.22, | |
| "learning_rate": 9.673333333333334e-06, | |
| "loss": 0.0087, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 75.0, | |
| "learning_rate": 9.617777777777778e-06, | |
| "loss": 0.0091, | |
| "step": 675 | |
| }, | |
| { | |
| "epoch": 77.78, | |
| "learning_rate": 9.562222222222223e-06, | |
| "loss": 0.0085, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 80.56, | |
| "learning_rate": 9.506666666666667e-06, | |
| "loss": 0.011, | |
| "step": 725 | |
| }, | |
| { | |
| "epoch": 83.33, | |
| "learning_rate": 9.451111111111112e-06, | |
| "loss": 0.0117, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 86.11, | |
| "learning_rate": 9.395555555555556e-06, | |
| "loss": 0.0088, | |
| "step": 775 | |
| }, | |
| { | |
| "epoch": 88.89, | |
| "learning_rate": 9.340000000000002e-06, | |
| "loss": 0.0077, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 91.67, | |
| "learning_rate": 9.284444444444444e-06, | |
| "loss": 0.0091, | |
| "step": 825 | |
| }, | |
| { | |
| "epoch": 94.44, | |
| "learning_rate": 9.22888888888889e-06, | |
| "loss": 0.0067, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 97.22, | |
| "learning_rate": 9.173333333333334e-06, | |
| "loss": 0.0082, | |
| "step": 875 | |
| }, | |
| { | |
| "epoch": 100.0, | |
| "learning_rate": 9.117777777777778e-06, | |
| "loss": 0.0055, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 102.78, | |
| "learning_rate": 9.062222222222224e-06, | |
| "loss": 0.0077, | |
| "step": 925 | |
| }, | |
| { | |
| "epoch": 105.56, | |
| "learning_rate": 9.006666666666666e-06, | |
| "loss": 0.0055, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 108.33, | |
| "learning_rate": 8.951111111111112e-06, | |
| "loss": 0.005, | |
| "step": 975 | |
| }, | |
| { | |
| "epoch": 111.11, | |
| "learning_rate": 8.895555555555556e-06, | |
| "loss": 0.0066, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 111.11, | |
| "eval_loss": 0.2357177734375, | |
| "eval_runtime": 64.7785, | |
| "eval_samples_per_second": 2.022, | |
| "eval_steps_per_second": 0.139, | |
| "eval_wer": 23.044096728307252, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 113.89, | |
| "learning_rate": 8.844444444444445e-06, | |
| "loss": 0.0057, | |
| "step": 1025 | |
| }, | |
| { | |
| "epoch": 116.67, | |
| "learning_rate": 8.788888888888891e-06, | |
| "loss": 0.0096, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 119.44, | |
| "learning_rate": 8.733333333333333e-06, | |
| "loss": 0.0063, | |
| "step": 1075 | |
| }, | |
| { | |
| "epoch": 122.22, | |
| "learning_rate": 8.677777777777779e-06, | |
| "loss": 0.0069, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 125.0, | |
| "learning_rate": 8.622222222222223e-06, | |
| "loss": 0.0069, | |
| "step": 1125 | |
| }, | |
| { | |
| "epoch": 127.78, | |
| "learning_rate": 8.566666666666667e-06, | |
| "loss": 0.0046, | |
| "step": 1150 | |
| }, | |
| { | |
| "epoch": 130.56, | |
| "learning_rate": 8.511111111111113e-06, | |
| "loss": 0.0051, | |
| "step": 1175 | |
| }, | |
| { | |
| "epoch": 133.33, | |
| "learning_rate": 8.455555555555555e-06, | |
| "loss": 0.0055, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 136.11, | |
| "learning_rate": 8.400000000000001e-06, | |
| "loss": 0.0042, | |
| "step": 1225 | |
| }, | |
| { | |
| "epoch": 138.89, | |
| "learning_rate": 8.344444444444445e-06, | |
| "loss": 0.0042, | |
| "step": 1250 | |
| }, | |
| { | |
| "epoch": 141.67, | |
| "learning_rate": 8.288888888888889e-06, | |
| "loss": 0.005, | |
| "step": 1275 | |
| }, | |
| { | |
| "epoch": 144.44, | |
| "learning_rate": 8.233333333333335e-06, | |
| "loss": 0.0054, | |
| "step": 1300 | |
| }, | |
| { | |
| "epoch": 147.22, | |
| "learning_rate": 8.177777777777779e-06, | |
| "loss": 0.0052, | |
| "step": 1325 | |
| }, | |
| { | |
| "epoch": 150.0, | |
| "learning_rate": 8.122222222222223e-06, | |
| "loss": 0.0057, | |
| "step": 1350 | |
| }, | |
| { | |
| "epoch": 152.78, | |
| "learning_rate": 8.066666666666667e-06, | |
| "loss": 0.0039, | |
| "step": 1375 | |
| }, | |
| { | |
| "epoch": 155.56, | |
| "learning_rate": 8.011111111111113e-06, | |
| "loss": 0.0032, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 158.33, | |
| "learning_rate": 7.955555555555557e-06, | |
| "loss": 0.0034, | |
| "step": 1425 | |
| }, | |
| { | |
| "epoch": 161.11, | |
| "learning_rate": 7.902222222222223e-06, | |
| "loss": 0.0068, | |
| "step": 1450 | |
| }, | |
| { | |
| "epoch": 163.89, | |
| "learning_rate": 7.846666666666667e-06, | |
| "loss": 0.0034, | |
| "step": 1475 | |
| }, | |
| { | |
| "epoch": 166.67, | |
| "learning_rate": 7.791111111111111e-06, | |
| "loss": 0.0026, | |
| "step": 1500 | |
| }, | |
| { | |
| "epoch": 169.44, | |
| "learning_rate": 7.735555555555557e-06, | |
| "loss": 0.0036, | |
| "step": 1525 | |
| }, | |
| { | |
| "epoch": 172.22, | |
| "learning_rate": 7.680000000000001e-06, | |
| "loss": 0.0033, | |
| "step": 1550 | |
| }, | |
| { | |
| "epoch": 175.0, | |
| "learning_rate": 7.624444444444445e-06, | |
| "loss": 0.0021, | |
| "step": 1575 | |
| }, | |
| { | |
| "epoch": 177.78, | |
| "learning_rate": 7.56888888888889e-06, | |
| "loss": 0.0033, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 180.56, | |
| "learning_rate": 7.513333333333334e-06, | |
| "loss": 0.0037, | |
| "step": 1625 | |
| }, | |
| { | |
| "epoch": 183.33, | |
| "learning_rate": 7.457777777777778e-06, | |
| "loss": 0.0032, | |
| "step": 1650 | |
| }, | |
| { | |
| "epoch": 186.11, | |
| "learning_rate": 7.402222222222223e-06, | |
| "loss": 0.0037, | |
| "step": 1675 | |
| }, | |
| { | |
| "epoch": 188.89, | |
| "learning_rate": 7.346666666666668e-06, | |
| "loss": 0.0022, | |
| "step": 1700 | |
| }, | |
| { | |
| "epoch": 191.67, | |
| "learning_rate": 7.291111111111112e-06, | |
| "loss": 0.0024, | |
| "step": 1725 | |
| }, | |
| { | |
| "epoch": 194.44, | |
| "learning_rate": 7.235555555555556e-06, | |
| "loss": 0.0026, | |
| "step": 1750 | |
| }, | |
| { | |
| "epoch": 197.22, | |
| "learning_rate": 7.180000000000001e-06, | |
| "loss": 0.0022, | |
| "step": 1775 | |
| }, | |
| { | |
| "epoch": 200.0, | |
| "learning_rate": 7.124444444444445e-06, | |
| "loss": 0.0026, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 202.78, | |
| "learning_rate": 7.06888888888889e-06, | |
| "loss": 0.0032, | |
| "step": 1825 | |
| }, | |
| { | |
| "epoch": 205.56, | |
| "learning_rate": 7.0133333333333345e-06, | |
| "loss": 0.0033, | |
| "step": 1850 | |
| }, | |
| { | |
| "epoch": 208.33, | |
| "learning_rate": 6.9577777777777785e-06, | |
| "loss": 0.0027, | |
| "step": 1875 | |
| }, | |
| { | |
| "epoch": 211.11, | |
| "learning_rate": 6.902222222222223e-06, | |
| "loss": 0.0043, | |
| "step": 1900 | |
| }, | |
| { | |
| "epoch": 213.89, | |
| "learning_rate": 6.846666666666667e-06, | |
| "loss": 0.0028, | |
| "step": 1925 | |
| }, | |
| { | |
| "epoch": 216.67, | |
| "learning_rate": 6.7911111111111115e-06, | |
| "loss": 0.0012, | |
| "step": 1950 | |
| }, | |
| { | |
| "epoch": 219.44, | |
| "learning_rate": 6.735555555555556e-06, | |
| "loss": 0.0015, | |
| "step": 1975 | |
| }, | |
| { | |
| "epoch": 222.22, | |
| "learning_rate": 6.680000000000001e-06, | |
| "loss": 0.0024, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 222.22, | |
| "eval_loss": 0.2607421875, | |
| "eval_runtime": 57.0802, | |
| "eval_samples_per_second": 2.295, | |
| "eval_steps_per_second": 0.158, | |
| "eval_wer": 19.665718349928877, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 225.0, | |
| "learning_rate": 6.6244444444444445e-06, | |
| "loss": 0.0029, | |
| "step": 2025 | |
| }, | |
| { | |
| "epoch": 227.78, | |
| "learning_rate": 6.568888888888889e-06, | |
| "loss": 0.0021, | |
| "step": 2050 | |
| }, | |
| { | |
| "epoch": 230.56, | |
| "learning_rate": 6.513333333333333e-06, | |
| "loss": 0.0022, | |
| "step": 2075 | |
| }, | |
| { | |
| "epoch": 233.33, | |
| "learning_rate": 6.457777777777778e-06, | |
| "loss": 0.0022, | |
| "step": 2100 | |
| }, | |
| { | |
| "epoch": 236.11, | |
| "learning_rate": 6.402222222222223e-06, | |
| "loss": 0.0011, | |
| "step": 2125 | |
| }, | |
| { | |
| "epoch": 238.89, | |
| "learning_rate": 6.346666666666668e-06, | |
| "loss": 0.0026, | |
| "step": 2150 | |
| }, | |
| { | |
| "epoch": 241.67, | |
| "learning_rate": 6.291111111111111e-06, | |
| "loss": 0.0021, | |
| "step": 2175 | |
| }, | |
| { | |
| "epoch": 244.44, | |
| "learning_rate": 6.235555555555556e-06, | |
| "loss": 0.0016, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 247.22, | |
| "learning_rate": 6.18e-06, | |
| "loss": 0.0024, | |
| "step": 2225 | |
| }, | |
| { | |
| "epoch": 250.0, | |
| "learning_rate": 6.124444444444445e-06, | |
| "loss": 0.0046, | |
| "step": 2250 | |
| }, | |
| { | |
| "epoch": 252.78, | |
| "learning_rate": 6.06888888888889e-06, | |
| "loss": 0.0018, | |
| "step": 2275 | |
| }, | |
| { | |
| "epoch": 255.56, | |
| "learning_rate": 6.013333333333335e-06, | |
| "loss": 0.0012, | |
| "step": 2300 | |
| }, | |
| { | |
| "epoch": 258.33, | |
| "learning_rate": 5.957777777777778e-06, | |
| "loss": 0.0014, | |
| "step": 2325 | |
| }, | |
| { | |
| "epoch": 261.11, | |
| "learning_rate": 5.902222222222223e-06, | |
| "loss": 0.0007, | |
| "step": 2350 | |
| }, | |
| { | |
| "epoch": 263.89, | |
| "learning_rate": 5.846666666666667e-06, | |
| "loss": 0.0014, | |
| "step": 2375 | |
| }, | |
| { | |
| "epoch": 266.67, | |
| "learning_rate": 5.791111111111112e-06, | |
| "loss": 0.0009, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 269.44, | |
| "learning_rate": 5.735555555555557e-06, | |
| "loss": 0.0008, | |
| "step": 2425 | |
| }, | |
| { | |
| "epoch": 272.22, | |
| "learning_rate": 5.68e-06, | |
| "loss": 0.0028, | |
| "step": 2450 | |
| }, | |
| { | |
| "epoch": 275.0, | |
| "learning_rate": 5.624444444444445e-06, | |
| "loss": 0.002, | |
| "step": 2475 | |
| }, | |
| { | |
| "epoch": 277.78, | |
| "learning_rate": 5.56888888888889e-06, | |
| "loss": 0.0011, | |
| "step": 2500 | |
| }, | |
| { | |
| "epoch": 280.56, | |
| "learning_rate": 5.513333333333334e-06, | |
| "loss": 0.001, | |
| "step": 2525 | |
| }, | |
| { | |
| "epoch": 283.33, | |
| "learning_rate": 5.4577777777777785e-06, | |
| "loss": 0.0007, | |
| "step": 2550 | |
| }, | |
| { | |
| "epoch": 286.11, | |
| "learning_rate": 5.402222222222223e-06, | |
| "loss": 0.0007, | |
| "step": 2575 | |
| }, | |
| { | |
| "epoch": 288.89, | |
| "learning_rate": 5.346666666666667e-06, | |
| "loss": 0.0008, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 291.67, | |
| "learning_rate": 5.2911111111111115e-06, | |
| "loss": 0.0012, | |
| "step": 2625 | |
| }, | |
| { | |
| "epoch": 294.44, | |
| "learning_rate": 5.235555555555556e-06, | |
| "loss": 0.0016, | |
| "step": 2650 | |
| }, | |
| { | |
| "epoch": 297.22, | |
| "learning_rate": 5.18e-06, | |
| "loss": 0.0012, | |
| "step": 2675 | |
| }, | |
| { | |
| "epoch": 300.0, | |
| "learning_rate": 5.124444444444445e-06, | |
| "loss": 0.001, | |
| "step": 2700 | |
| }, | |
| { | |
| "epoch": 302.78, | |
| "learning_rate": 5.06888888888889e-06, | |
| "loss": 0.0012, | |
| "step": 2725 | |
| }, | |
| { | |
| "epoch": 305.56, | |
| "learning_rate": 5.013333333333333e-06, | |
| "loss": 0.001, | |
| "step": 2750 | |
| }, | |
| { | |
| "epoch": 308.33, | |
| "learning_rate": 4.957777777777778e-06, | |
| "loss": 0.0013, | |
| "step": 2775 | |
| }, | |
| { | |
| "epoch": 311.11, | |
| "learning_rate": 4.902222222222222e-06, | |
| "loss": 0.0015, | |
| "step": 2800 | |
| }, | |
| { | |
| "epoch": 313.89, | |
| "learning_rate": 4.846666666666667e-06, | |
| "loss": 0.0014, | |
| "step": 2825 | |
| }, | |
| { | |
| "epoch": 316.67, | |
| "learning_rate": 4.791111111111111e-06, | |
| "loss": 0.0007, | |
| "step": 2850 | |
| }, | |
| { | |
| "epoch": 319.44, | |
| "learning_rate": 4.735555555555556e-06, | |
| "loss": 0.0009, | |
| "step": 2875 | |
| }, | |
| { | |
| "epoch": 322.22, | |
| "learning_rate": 4.680000000000001e-06, | |
| "loss": 0.0021, | |
| "step": 2900 | |
| }, | |
| { | |
| "epoch": 325.0, | |
| "learning_rate": 4.624444444444445e-06, | |
| "loss": 0.0015, | |
| "step": 2925 | |
| }, | |
| { | |
| "epoch": 327.78, | |
| "learning_rate": 4.568888888888889e-06, | |
| "loss": 0.0012, | |
| "step": 2950 | |
| }, | |
| { | |
| "epoch": 330.56, | |
| "learning_rate": 4.513333333333333e-06, | |
| "loss": 0.0009, | |
| "step": 2975 | |
| }, | |
| { | |
| "epoch": 333.33, | |
| "learning_rate": 4.457777777777778e-06, | |
| "loss": 0.0011, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 333.33, | |
| "eval_loss": 0.277099609375, | |
| "eval_runtime": 58.1634, | |
| "eval_samples_per_second": 2.252, | |
| "eval_steps_per_second": 0.155, | |
| "eval_wer": 20.874822190611663, | |
| "step": 3000 | |
| }, | |
| { | |
| "epoch": 177.47, | |
| "learning_rate": 1.760888888888889e-06, | |
| "loss": 0.5801, | |
| "step": 3025 | |
| }, | |
| { | |
| "epoch": 178.94, | |
| "learning_rate": 1.7386666666666666e-06, | |
| "loss": 0.1501, | |
| "step": 3050 | |
| }, | |
| { | |
| "epoch": 180.41, | |
| "learning_rate": 1.7164444444444444e-06, | |
| "loss": 0.0789, | |
| "step": 3075 | |
| }, | |
| { | |
| "epoch": 181.88, | |
| "learning_rate": 1.6942222222222222e-06, | |
| "loss": 0.0531, | |
| "step": 3100 | |
| }, | |
| { | |
| "epoch": 183.35, | |
| "learning_rate": 1.6719999999999998e-06, | |
| "loss": 0.0409, | |
| "step": 3125 | |
| }, | |
| { | |
| "epoch": 184.82, | |
| "learning_rate": 1.6497777777777777e-06, | |
| "loss": 0.032, | |
| "step": 3150 | |
| }, | |
| { | |
| "epoch": 186.29, | |
| "learning_rate": 1.6275555555555555e-06, | |
| "loss": 0.0251, | |
| "step": 3175 | |
| }, | |
| { | |
| "epoch": 187.76, | |
| "learning_rate": 1.6053333333333333e-06, | |
| "loss": 0.0203, | |
| "step": 3200 | |
| }, | |
| { | |
| "epoch": 189.24, | |
| "learning_rate": 1.5831111111111111e-06, | |
| "loss": 0.0167, | |
| "step": 3225 | |
| }, | |
| { | |
| "epoch": 190.71, | |
| "learning_rate": 1.560888888888889e-06, | |
| "loss": 0.0159, | |
| "step": 3250 | |
| }, | |
| { | |
| "epoch": 192.18, | |
| "learning_rate": 1.5386666666666666e-06, | |
| "loss": 0.0137, | |
| "step": 3275 | |
| }, | |
| { | |
| "epoch": 193.65, | |
| "learning_rate": 1.5164444444444444e-06, | |
| "loss": 0.0122, | |
| "step": 3300 | |
| }, | |
| { | |
| "epoch": 195.12, | |
| "learning_rate": 1.494222222222222e-06, | |
| "loss": 0.0106, | |
| "step": 3325 | |
| }, | |
| { | |
| "epoch": 196.59, | |
| "learning_rate": 1.4719999999999998e-06, | |
| "loss": 0.0094, | |
| "step": 3350 | |
| }, | |
| { | |
| "epoch": 198.06, | |
| "learning_rate": 1.4497777777777777e-06, | |
| "loss": 0.009, | |
| "step": 3375 | |
| }, | |
| { | |
| "epoch": 199.53, | |
| "learning_rate": 1.4275555555555555e-06, | |
| "loss": 0.0104, | |
| "step": 3400 | |
| }, | |
| { | |
| "epoch": 201.0, | |
| "learning_rate": 1.4053333333333333e-06, | |
| "loss": 0.0069, | |
| "step": 3425 | |
| }, | |
| { | |
| "epoch": 202.47, | |
| "learning_rate": 1.3848888888888889e-06, | |
| "loss": 0.0073, | |
| "step": 3450 | |
| }, | |
| { | |
| "epoch": 203.94, | |
| "learning_rate": 1.3626666666666667e-06, | |
| "loss": 0.0073, | |
| "step": 3475 | |
| }, | |
| { | |
| "epoch": 205.41, | |
| "learning_rate": 1.3404444444444445e-06, | |
| "loss": 0.0063, | |
| "step": 3500 | |
| }, | |
| { | |
| "epoch": 206.88, | |
| "learning_rate": 1.3182222222222221e-06, | |
| "loss": 0.007, | |
| "step": 3525 | |
| }, | |
| { | |
| "epoch": 208.35, | |
| "learning_rate": 1.296e-06, | |
| "loss": 0.0061, | |
| "step": 3550 | |
| }, | |
| { | |
| "epoch": 209.82, | |
| "learning_rate": 1.2737777777777776e-06, | |
| "loss": 0.0053, | |
| "step": 3575 | |
| }, | |
| { | |
| "epoch": 211.29, | |
| "learning_rate": 1.2515555555555554e-06, | |
| "loss": 0.0056, | |
| "step": 3600 | |
| }, | |
| { | |
| "epoch": 212.76, | |
| "learning_rate": 1.2293333333333334e-06, | |
| "loss": 0.005, | |
| "step": 3625 | |
| }, | |
| { | |
| "epoch": 214.24, | |
| "learning_rate": 1.207111111111111e-06, | |
| "loss": 0.0047, | |
| "step": 3650 | |
| }, | |
| { | |
| "epoch": 215.71, | |
| "learning_rate": 1.1848888888888889e-06, | |
| "loss": 0.0052, | |
| "step": 3675 | |
| }, | |
| { | |
| "epoch": 217.18, | |
| "learning_rate": 1.1626666666666667e-06, | |
| "loss": 0.0044, | |
| "step": 3700 | |
| }, | |
| { | |
| "epoch": 218.65, | |
| "learning_rate": 1.1404444444444443e-06, | |
| "loss": 0.0046, | |
| "step": 3725 | |
| }, | |
| { | |
| "epoch": 220.12, | |
| "learning_rate": 1.1182222222222221e-06, | |
| "loss": 0.0045, | |
| "step": 3750 | |
| }, | |
| { | |
| "epoch": 221.59, | |
| "learning_rate": 1.096e-06, | |
| "loss": 0.0041, | |
| "step": 3775 | |
| }, | |
| { | |
| "epoch": 223.06, | |
| "learning_rate": 1.0737777777777776e-06, | |
| "loss": 0.0054, | |
| "step": 3800 | |
| }, | |
| { | |
| "epoch": 224.53, | |
| "learning_rate": 1.0515555555555556e-06, | |
| "loss": 0.0038, | |
| "step": 3825 | |
| }, | |
| { | |
| "epoch": 226.0, | |
| "learning_rate": 1.0293333333333334e-06, | |
| "loss": 0.0038, | |
| "step": 3850 | |
| }, | |
| { | |
| "epoch": 227.47, | |
| "learning_rate": 1.007111111111111e-06, | |
| "loss": 0.004, | |
| "step": 3875 | |
| }, | |
| { | |
| "epoch": 228.94, | |
| "learning_rate": 9.848888888888889e-07, | |
| "loss": 0.0036, | |
| "step": 3900 | |
| }, | |
| { | |
| "epoch": 230.41, | |
| "learning_rate": 9.626666666666667e-07, | |
| "loss": 0.0041, | |
| "step": 3925 | |
| }, | |
| { | |
| "epoch": 231.88, | |
| "learning_rate": 9.404444444444443e-07, | |
| "loss": 0.0032, | |
| "step": 3950 | |
| }, | |
| { | |
| "epoch": 233.35, | |
| "learning_rate": 9.182222222222223e-07, | |
| "loss": 0.0038, | |
| "step": 3975 | |
| }, | |
| { | |
| "epoch": 234.82, | |
| "learning_rate": 8.96e-07, | |
| "loss": 0.0043, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 234.82, | |
| "eval_loss": 0.45361328125, | |
| "eval_runtime": 157.593, | |
| "eval_samples_per_second": 1.726, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 10.707652303120357, | |
| "step": 4000 | |
| }, | |
| { | |
| "epoch": 236.29, | |
| "learning_rate": 8.737777777777777e-07, | |
| "loss": 0.004, | |
| "step": 4025 | |
| }, | |
| { | |
| "epoch": 237.76, | |
| "learning_rate": 8.515555555555555e-07, | |
| "loss": 0.0029, | |
| "step": 4050 | |
| }, | |
| { | |
| "epoch": 239.24, | |
| "learning_rate": 8.293333333333333e-07, | |
| "loss": 0.0034, | |
| "step": 4075 | |
| }, | |
| { | |
| "epoch": 240.71, | |
| "learning_rate": 8.071111111111111e-07, | |
| "loss": 0.0032, | |
| "step": 4100 | |
| }, | |
| { | |
| "epoch": 242.18, | |
| "learning_rate": 7.848888888888888e-07, | |
| "loss": 0.003, | |
| "step": 4125 | |
| }, | |
| { | |
| "epoch": 243.65, | |
| "learning_rate": 7.626666666666667e-07, | |
| "loss": 0.0034, | |
| "step": 4150 | |
| }, | |
| { | |
| "epoch": 245.12, | |
| "learning_rate": 7.404444444444444e-07, | |
| "loss": 0.0032, | |
| "step": 4175 | |
| }, | |
| { | |
| "epoch": 246.59, | |
| "learning_rate": 7.182222222222222e-07, | |
| "loss": 0.0032, | |
| "step": 4200 | |
| }, | |
| { | |
| "epoch": 248.06, | |
| "learning_rate": 6.959999999999999e-07, | |
| "loss": 0.0028, | |
| "step": 4225 | |
| }, | |
| { | |
| "epoch": 249.53, | |
| "learning_rate": 6.737777777777778e-07, | |
| "loss": 0.0028, | |
| "step": 4250 | |
| }, | |
| { | |
| "epoch": 251.0, | |
| "learning_rate": 6.515555555555555e-07, | |
| "loss": 0.0025, | |
| "step": 4275 | |
| }, | |
| { | |
| "epoch": 252.47, | |
| "learning_rate": 6.293333333333333e-07, | |
| "loss": 0.0026, | |
| "step": 4300 | |
| }, | |
| { | |
| "epoch": 253.94, | |
| "learning_rate": 6.071111111111111e-07, | |
| "loss": 0.003, | |
| "step": 4325 | |
| }, | |
| { | |
| "epoch": 255.41, | |
| "learning_rate": 5.848888888888889e-07, | |
| "loss": 0.0026, | |
| "step": 4350 | |
| }, | |
| { | |
| "epoch": 256.88, | |
| "learning_rate": 5.626666666666666e-07, | |
| "loss": 0.0027, | |
| "step": 4375 | |
| }, | |
| { | |
| "epoch": 258.35, | |
| "learning_rate": 5.404444444444443e-07, | |
| "loss": 0.003, | |
| "step": 4400 | |
| }, | |
| { | |
| "epoch": 259.82, | |
| "learning_rate": 5.182222222222223e-07, | |
| "loss": 0.0027, | |
| "step": 4425 | |
| }, | |
| { | |
| "epoch": 261.29, | |
| "learning_rate": 4.977777777777777e-07, | |
| "loss": 0.0026, | |
| "step": 4450 | |
| }, | |
| { | |
| "epoch": 262.76, | |
| "learning_rate": 4.7555555555555554e-07, | |
| "loss": 0.0023, | |
| "step": 4475 | |
| }, | |
| { | |
| "epoch": 264.24, | |
| "learning_rate": 4.5333333333333326e-07, | |
| "loss": 0.0021, | |
| "step": 4500 | |
| }, | |
| { | |
| "epoch": 265.71, | |
| "learning_rate": 4.311111111111111e-07, | |
| "loss": 0.0022, | |
| "step": 4525 | |
| }, | |
| { | |
| "epoch": 267.18, | |
| "learning_rate": 4.088888888888889e-07, | |
| "loss": 0.0034, | |
| "step": 4550 | |
| }, | |
| { | |
| "epoch": 268.65, | |
| "learning_rate": 3.8666666666666664e-07, | |
| "loss": 0.0023, | |
| "step": 4575 | |
| }, | |
| { | |
| "epoch": 270.12, | |
| "learning_rate": 3.6444444444444446e-07, | |
| "loss": 0.0022, | |
| "step": 4600 | |
| }, | |
| { | |
| "epoch": 271.59, | |
| "learning_rate": 3.422222222222222e-07, | |
| "loss": 0.0022, | |
| "step": 4625 | |
| }, | |
| { | |
| "epoch": 273.06, | |
| "learning_rate": 3.2e-07, | |
| "loss": 0.0024, | |
| "step": 4650 | |
| }, | |
| { | |
| "epoch": 274.53, | |
| "learning_rate": 2.9777777777777773e-07, | |
| "loss": 0.0031, | |
| "step": 4675 | |
| }, | |
| { | |
| "epoch": 276.0, | |
| "learning_rate": 2.7555555555555555e-07, | |
| "loss": 0.0022, | |
| "step": 4700 | |
| }, | |
| { | |
| "epoch": 277.47, | |
| "learning_rate": 2.533333333333333e-07, | |
| "loss": 0.0022, | |
| "step": 4725 | |
| }, | |
| { | |
| "epoch": 278.94, | |
| "learning_rate": 2.311111111111111e-07, | |
| "loss": 0.0021, | |
| "step": 4750 | |
| }, | |
| { | |
| "epoch": 280.41, | |
| "learning_rate": 2.088888888888889e-07, | |
| "loss": 0.0023, | |
| "step": 4775 | |
| }, | |
| { | |
| "epoch": 281.88, | |
| "learning_rate": 1.8666666666666667e-07, | |
| "loss": 0.0025, | |
| "step": 4800 | |
| }, | |
| { | |
| "epoch": 283.35, | |
| "learning_rate": 1.6444444444444444e-07, | |
| "loss": 0.0022, | |
| "step": 4825 | |
| }, | |
| { | |
| "epoch": 284.82, | |
| "learning_rate": 1.4222222222222222e-07, | |
| "loss": 0.0022, | |
| "step": 4850 | |
| }, | |
| { | |
| "epoch": 286.29, | |
| "learning_rate": 1.2e-07, | |
| "loss": 0.0021, | |
| "step": 4875 | |
| }, | |
| { | |
| "epoch": 287.76, | |
| "learning_rate": 9.777777777777778e-08, | |
| "loss": 0.0023, | |
| "step": 4900 | |
| }, | |
| { | |
| "epoch": 289.24, | |
| "learning_rate": 7.555555555555555e-08, | |
| "loss": 0.002, | |
| "step": 4925 | |
| }, | |
| { | |
| "epoch": 290.71, | |
| "learning_rate": 5.3333333333333334e-08, | |
| "loss": 0.0025, | |
| "step": 4950 | |
| }, | |
| { | |
| "epoch": 292.18, | |
| "learning_rate": 3.111111111111111e-08, | |
| "loss": 0.002, | |
| "step": 4975 | |
| }, | |
| { | |
| "epoch": 293.65, | |
| "learning_rate": 8.888888888888889e-09, | |
| "loss": 0.0024, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 293.65, | |
| "eval_loss": 0.465576171875, | |
| "eval_runtime": 158.123, | |
| "eval_samples_per_second": 1.72, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 10.642644873699851, | |
| "step": 5000 | |
| }, | |
| { | |
| "epoch": 295.47, | |
| "learning_rate": 2.7544827586206896e-06, | |
| "loss": 0.0021, | |
| "step": 5025 | |
| }, | |
| { | |
| "epoch": 296.94, | |
| "learning_rate": 2.7475862068965512e-06, | |
| "loss": 0.0024, | |
| "step": 5050 | |
| }, | |
| { | |
| "epoch": 298.41, | |
| "learning_rate": 2.7406896551724137e-06, | |
| "loss": 0.0025, | |
| "step": 5075 | |
| }, | |
| { | |
| "epoch": 299.88, | |
| "learning_rate": 2.7337931034482757e-06, | |
| "loss": 0.0022, | |
| "step": 5100 | |
| }, | |
| { | |
| "epoch": 301.35, | |
| "learning_rate": 2.7268965517241378e-06, | |
| "loss": 0.0027, | |
| "step": 5125 | |
| }, | |
| { | |
| "epoch": 302.82, | |
| "learning_rate": 2.7200000000000002e-06, | |
| "loss": 0.0024, | |
| "step": 5150 | |
| }, | |
| { | |
| "epoch": 304.29, | |
| "learning_rate": 2.713103448275862e-06, | |
| "loss": 0.0024, | |
| "step": 5175 | |
| }, | |
| { | |
| "epoch": 305.76, | |
| "learning_rate": 2.7062068965517243e-06, | |
| "loss": 0.0023, | |
| "step": 5200 | |
| }, | |
| { | |
| "epoch": 307.24, | |
| "learning_rate": 2.699310344827586e-06, | |
| "loss": 0.0027, | |
| "step": 5225 | |
| }, | |
| { | |
| "epoch": 308.71, | |
| "learning_rate": 2.6924137931034483e-06, | |
| "loss": 0.0023, | |
| "step": 5250 | |
| }, | |
| { | |
| "epoch": 310.18, | |
| "learning_rate": 2.68551724137931e-06, | |
| "loss": 0.0021, | |
| "step": 5275 | |
| }, | |
| { | |
| "epoch": 311.65, | |
| "learning_rate": 2.6786206896551724e-06, | |
| "loss": 0.0025, | |
| "step": 5300 | |
| }, | |
| { | |
| "epoch": 313.12, | |
| "learning_rate": 2.6717241379310344e-06, | |
| "loss": 0.0021, | |
| "step": 5325 | |
| }, | |
| { | |
| "epoch": 314.59, | |
| "learning_rate": 2.6648275862068965e-06, | |
| "loss": 0.0019, | |
| "step": 5350 | |
| }, | |
| { | |
| "epoch": 316.06, | |
| "learning_rate": 2.6579310344827585e-06, | |
| "loss": 0.0019, | |
| "step": 5375 | |
| }, | |
| { | |
| "epoch": 317.53, | |
| "learning_rate": 2.6510344827586205e-06, | |
| "loss": 0.0018, | |
| "step": 5400 | |
| }, | |
| { | |
| "epoch": 319.0, | |
| "learning_rate": 2.6441379310344826e-06, | |
| "loss": 0.0022, | |
| "step": 5425 | |
| }, | |
| { | |
| "epoch": 320.47, | |
| "learning_rate": 2.6377931034482757e-06, | |
| "loss": 0.0019, | |
| "step": 5450 | |
| }, | |
| { | |
| "epoch": 321.94, | |
| "learning_rate": 2.6308965517241377e-06, | |
| "loss": 0.0016, | |
| "step": 5475 | |
| }, | |
| { | |
| "epoch": 323.41, | |
| "learning_rate": 2.624e-06, | |
| "loss": 0.0013, | |
| "step": 5500 | |
| }, | |
| { | |
| "epoch": 324.88, | |
| "learning_rate": 2.617103448275862e-06, | |
| "loss": 0.0019, | |
| "step": 5525 | |
| }, | |
| { | |
| "epoch": 326.35, | |
| "learning_rate": 2.6102068965517243e-06, | |
| "loss": 0.0017, | |
| "step": 5550 | |
| }, | |
| { | |
| "epoch": 327.82, | |
| "learning_rate": 2.603310344827586e-06, | |
| "loss": 0.0018, | |
| "step": 5575 | |
| }, | |
| { | |
| "epoch": 329.29, | |
| "learning_rate": 2.5964137931034483e-06, | |
| "loss": 0.0013, | |
| "step": 5600 | |
| }, | |
| { | |
| "epoch": 330.76, | |
| "learning_rate": 2.58951724137931e-06, | |
| "loss": 0.0016, | |
| "step": 5625 | |
| }, | |
| { | |
| "epoch": 332.24, | |
| "learning_rate": 2.5826206896551724e-06, | |
| "loss": 0.0013, | |
| "step": 5650 | |
| }, | |
| { | |
| "epoch": 333.71, | |
| "learning_rate": 2.575724137931034e-06, | |
| "loss": 0.0018, | |
| "step": 5675 | |
| }, | |
| { | |
| "epoch": 335.18, | |
| "learning_rate": 2.5688275862068965e-06, | |
| "loss": 0.0014, | |
| "step": 5700 | |
| }, | |
| { | |
| "epoch": 336.65, | |
| "learning_rate": 2.561931034482759e-06, | |
| "loss": 0.0013, | |
| "step": 5725 | |
| }, | |
| { | |
| "epoch": 338.12, | |
| "learning_rate": 2.5550344827586205e-06, | |
| "loss": 0.0011, | |
| "step": 5750 | |
| }, | |
| { | |
| "epoch": 339.59, | |
| "learning_rate": 2.548137931034483e-06, | |
| "loss": 0.0018, | |
| "step": 5775 | |
| }, | |
| { | |
| "epoch": 341.06, | |
| "learning_rate": 2.5412413793103446e-06, | |
| "loss": 0.0013, | |
| "step": 5800 | |
| }, | |
| { | |
| "epoch": 342.53, | |
| "learning_rate": 2.534344827586207e-06, | |
| "loss": 0.0012, | |
| "step": 5825 | |
| }, | |
| { | |
| "epoch": 344.0, | |
| "learning_rate": 2.5274482758620687e-06, | |
| "loss": 0.0014, | |
| "step": 5850 | |
| }, | |
| { | |
| "epoch": 345.47, | |
| "learning_rate": 2.520551724137931e-06, | |
| "loss": 0.001, | |
| "step": 5875 | |
| }, | |
| { | |
| "epoch": 346.94, | |
| "learning_rate": 2.5136551724137927e-06, | |
| "loss": 0.0012, | |
| "step": 5900 | |
| }, | |
| { | |
| "epoch": 348.41, | |
| "learning_rate": 2.506758620689655e-06, | |
| "loss": 0.0012, | |
| "step": 5925 | |
| }, | |
| { | |
| "epoch": 349.88, | |
| "learning_rate": 2.499862068965517e-06, | |
| "loss": 0.0012, | |
| "step": 5950 | |
| }, | |
| { | |
| "epoch": 351.35, | |
| "learning_rate": 2.4929655172413792e-06, | |
| "loss": 0.0013, | |
| "step": 5975 | |
| }, | |
| { | |
| "epoch": 352.82, | |
| "learning_rate": 2.4860689655172413e-06, | |
| "loss": 0.0015, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 352.82, | |
| "eval_loss": 0.497802734375, | |
| "eval_runtime": 156.7207, | |
| "eval_samples_per_second": 1.736, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 10.503343239227341, | |
| "step": 6000 | |
| }, | |
| { | |
| "epoch": 354.29, | |
| "learning_rate": 2.4791724137931033e-06, | |
| "loss": 0.0013, | |
| "step": 6025 | |
| }, | |
| { | |
| "epoch": 355.76, | |
| "learning_rate": 2.4722758620689653e-06, | |
| "loss": 0.0012, | |
| "step": 6050 | |
| }, | |
| { | |
| "epoch": 357.24, | |
| "learning_rate": 2.4653793103448274e-06, | |
| "loss": 0.0011, | |
| "step": 6075 | |
| }, | |
| { | |
| "epoch": 358.71, | |
| "learning_rate": 2.4584827586206894e-06, | |
| "loss": 0.0008, | |
| "step": 6100 | |
| }, | |
| { | |
| "epoch": 360.18, | |
| "learning_rate": 2.4515862068965514e-06, | |
| "loss": 0.0008, | |
| "step": 6125 | |
| }, | |
| { | |
| "epoch": 361.65, | |
| "learning_rate": 2.444689655172414e-06, | |
| "loss": 0.0011, | |
| "step": 6150 | |
| }, | |
| { | |
| "epoch": 363.12, | |
| "learning_rate": 2.4377931034482755e-06, | |
| "loss": 0.0012, | |
| "step": 6175 | |
| }, | |
| { | |
| "epoch": 364.59, | |
| "learning_rate": 2.430896551724138e-06, | |
| "loss": 0.0013, | |
| "step": 6200 | |
| }, | |
| { | |
| "epoch": 366.06, | |
| "learning_rate": 2.424e-06, | |
| "loss": 0.0011, | |
| "step": 6225 | |
| }, | |
| { | |
| "epoch": 367.53, | |
| "learning_rate": 2.417103448275862e-06, | |
| "loss": 0.0012, | |
| "step": 6250 | |
| }, | |
| { | |
| "epoch": 369.0, | |
| "learning_rate": 2.410206896551724e-06, | |
| "loss": 0.0011, | |
| "step": 6275 | |
| }, | |
| { | |
| "epoch": 370.47, | |
| "learning_rate": 2.403310344827586e-06, | |
| "loss": 0.0009, | |
| "step": 6300 | |
| }, | |
| { | |
| "epoch": 371.94, | |
| "learning_rate": 2.396413793103448e-06, | |
| "loss": 0.0014, | |
| "step": 6325 | |
| }, | |
| { | |
| "epoch": 373.41, | |
| "learning_rate": 2.38951724137931e-06, | |
| "loss": 0.0018, | |
| "step": 6350 | |
| }, | |
| { | |
| "epoch": 374.88, | |
| "learning_rate": 2.382620689655172e-06, | |
| "loss": 0.0009, | |
| "step": 6375 | |
| }, | |
| { | |
| "epoch": 376.35, | |
| "learning_rate": 2.3757241379310342e-06, | |
| "loss": 0.001, | |
| "step": 6400 | |
| }, | |
| { | |
| "epoch": 377.82, | |
| "learning_rate": 2.3688275862068963e-06, | |
| "loss": 0.0009, | |
| "step": 6425 | |
| }, | |
| { | |
| "epoch": 379.29, | |
| "learning_rate": 2.36248275862069e-06, | |
| "loss": 0.0008, | |
| "step": 6450 | |
| }, | |
| { | |
| "epoch": 380.76, | |
| "learning_rate": 2.3555862068965514e-06, | |
| "loss": 0.0009, | |
| "step": 6475 | |
| }, | |
| { | |
| "epoch": 382.24, | |
| "learning_rate": 2.348689655172414e-06, | |
| "loss": 0.0009, | |
| "step": 6500 | |
| }, | |
| { | |
| "epoch": 383.71, | |
| "learning_rate": 2.3417931034482755e-06, | |
| "loss": 0.0011, | |
| "step": 6525 | |
| }, | |
| { | |
| "epoch": 385.18, | |
| "learning_rate": 2.334896551724138e-06, | |
| "loss": 0.0008, | |
| "step": 6550 | |
| }, | |
| { | |
| "epoch": 386.65, | |
| "learning_rate": 2.3279999999999996e-06, | |
| "loss": 0.0006, | |
| "step": 6575 | |
| }, | |
| { | |
| "epoch": 388.12, | |
| "learning_rate": 2.321103448275862e-06, | |
| "loss": 0.001, | |
| "step": 6600 | |
| }, | |
| { | |
| "epoch": 389.59, | |
| "learning_rate": 2.314206896551724e-06, | |
| "loss": 0.0009, | |
| "step": 6625 | |
| }, | |
| { | |
| "epoch": 391.06, | |
| "learning_rate": 2.307310344827586e-06, | |
| "loss": 0.0008, | |
| "step": 6650 | |
| }, | |
| { | |
| "epoch": 392.53, | |
| "learning_rate": 2.300413793103448e-06, | |
| "loss": 0.001, | |
| "step": 6675 | |
| }, | |
| { | |
| "epoch": 394.0, | |
| "learning_rate": 2.29351724137931e-06, | |
| "loss": 0.0009, | |
| "step": 6700 | |
| }, | |
| { | |
| "epoch": 395.47, | |
| "learning_rate": 2.2866206896551726e-06, | |
| "loss": 0.0011, | |
| "step": 6725 | |
| }, | |
| { | |
| "epoch": 396.94, | |
| "learning_rate": 2.2797241379310342e-06, | |
| "loss": 0.0008, | |
| "step": 6750 | |
| }, | |
| { | |
| "epoch": 398.41, | |
| "learning_rate": 2.2728275862068967e-06, | |
| "loss": 0.0007, | |
| "step": 6775 | |
| }, | |
| { | |
| "epoch": 399.88, | |
| "learning_rate": 2.2659310344827583e-06, | |
| "loss": 0.0006, | |
| "step": 6800 | |
| }, | |
| { | |
| "epoch": 401.35, | |
| "learning_rate": 2.2590344827586207e-06, | |
| "loss": 0.0007, | |
| "step": 6825 | |
| }, | |
| { | |
| "epoch": 402.82, | |
| "learning_rate": 2.2521379310344828e-06, | |
| "loss": 0.0011, | |
| "step": 6850 | |
| }, | |
| { | |
| "epoch": 404.29, | |
| "learning_rate": 2.245241379310345e-06, | |
| "loss": 0.001, | |
| "step": 6875 | |
| }, | |
| { | |
| "epoch": 405.76, | |
| "learning_rate": 2.238344827586207e-06, | |
| "loss": 0.0007, | |
| "step": 6900 | |
| }, | |
| { | |
| "epoch": 407.24, | |
| "learning_rate": 2.231448275862069e-06, | |
| "loss": 0.0008, | |
| "step": 6925 | |
| }, | |
| { | |
| "epoch": 408.71, | |
| "learning_rate": 2.224551724137931e-06, | |
| "loss": 0.0007, | |
| "step": 6950 | |
| }, | |
| { | |
| "epoch": 410.18, | |
| "learning_rate": 2.217655172413793e-06, | |
| "loss": 0.0008, | |
| "step": 6975 | |
| }, | |
| { | |
| "epoch": 411.65, | |
| "learning_rate": 2.210758620689655e-06, | |
| "loss": 0.0007, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 411.65, | |
| "eval_loss": 0.5146484375, | |
| "eval_runtime": 159.9051, | |
| "eval_samples_per_second": 1.701, | |
| "eval_steps_per_second": 0.106, | |
| "eval_wer": 10.057578008915305, | |
| "step": 7000 | |
| }, | |
| { | |
| "epoch": 413.12, | |
| "learning_rate": 2.203862068965517e-06, | |
| "loss": 0.0007, | |
| "step": 7025 | |
| }, | |
| { | |
| "epoch": 414.59, | |
| "learning_rate": 2.196965517241379e-06, | |
| "loss": 0.0006, | |
| "step": 7050 | |
| }, | |
| { | |
| "epoch": 416.06, | |
| "learning_rate": 2.1900689655172415e-06, | |
| "loss": 0.0009, | |
| "step": 7075 | |
| }, | |
| { | |
| "epoch": 417.53, | |
| "learning_rate": 2.183172413793103e-06, | |
| "loss": 0.0008, | |
| "step": 7100 | |
| }, | |
| { | |
| "epoch": 419.0, | |
| "learning_rate": 2.1762758620689656e-06, | |
| "loss": 0.0007, | |
| "step": 7125 | |
| }, | |
| { | |
| "epoch": 420.47, | |
| "learning_rate": 2.1693793103448276e-06, | |
| "loss": 0.0008, | |
| "step": 7150 | |
| }, | |
| { | |
| "epoch": 421.94, | |
| "learning_rate": 2.1624827586206896e-06, | |
| "loss": 0.0007, | |
| "step": 7175 | |
| }, | |
| { | |
| "epoch": 423.41, | |
| "learning_rate": 2.1555862068965517e-06, | |
| "loss": 0.0005, | |
| "step": 7200 | |
| }, | |
| { | |
| "epoch": 424.88, | |
| "learning_rate": 2.1486896551724137e-06, | |
| "loss": 0.0008, | |
| "step": 7225 | |
| }, | |
| { | |
| "epoch": 426.35, | |
| "learning_rate": 2.1417931034482757e-06, | |
| "loss": 0.0009, | |
| "step": 7250 | |
| }, | |
| { | |
| "epoch": 427.82, | |
| "learning_rate": 2.1348965517241378e-06, | |
| "loss": 0.0009, | |
| "step": 7275 | |
| }, | |
| { | |
| "epoch": 429.29, | |
| "learning_rate": 2.128e-06, | |
| "loss": 0.0006, | |
| "step": 7300 | |
| }, | |
| { | |
| "epoch": 430.76, | |
| "learning_rate": 2.121103448275862e-06, | |
| "loss": 0.0006, | |
| "step": 7325 | |
| }, | |
| { | |
| "epoch": 432.24, | |
| "learning_rate": 2.1142068965517243e-06, | |
| "loss": 0.0006, | |
| "step": 7350 | |
| }, | |
| { | |
| "epoch": 433.71, | |
| "learning_rate": 2.107310344827586e-06, | |
| "loss": 0.0006, | |
| "step": 7375 | |
| }, | |
| { | |
| "epoch": 435.18, | |
| "learning_rate": 2.1004137931034483e-06, | |
| "loss": 0.0007, | |
| "step": 7400 | |
| }, | |
| { | |
| "epoch": 436.65, | |
| "learning_rate": 2.09351724137931e-06, | |
| "loss": 0.0006, | |
| "step": 7425 | |
| }, | |
| { | |
| "epoch": 438.12, | |
| "learning_rate": 2.0871724137931035e-06, | |
| "loss": 0.0007, | |
| "step": 7450 | |
| }, | |
| { | |
| "epoch": 439.59, | |
| "learning_rate": 2.080275862068965e-06, | |
| "loss": 0.0006, | |
| "step": 7475 | |
| }, | |
| { | |
| "epoch": 441.06, | |
| "learning_rate": 2.0733793103448276e-06, | |
| "loss": 0.0009, | |
| "step": 7500 | |
| }, | |
| { | |
| "epoch": 442.53, | |
| "learning_rate": 2.0664827586206896e-06, | |
| "loss": 0.0008, | |
| "step": 7525 | |
| }, | |
| { | |
| "epoch": 444.0, | |
| "learning_rate": 2.0595862068965516e-06, | |
| "loss": 0.0005, | |
| "step": 7550 | |
| }, | |
| { | |
| "epoch": 445.47, | |
| "learning_rate": 2.0526896551724137e-06, | |
| "loss": 0.0004, | |
| "step": 7575 | |
| }, | |
| { | |
| "epoch": 446.94, | |
| "learning_rate": 2.0457931034482757e-06, | |
| "loss": 0.0006, | |
| "step": 7600 | |
| }, | |
| { | |
| "epoch": 448.41, | |
| "learning_rate": 2.0388965517241377e-06, | |
| "loss": 0.0007, | |
| "step": 7625 | |
| }, | |
| { | |
| "epoch": 449.88, | |
| "learning_rate": 2.0319999999999998e-06, | |
| "loss": 0.0005, | |
| "step": 7650 | |
| }, | |
| { | |
| "epoch": 451.35, | |
| "learning_rate": 2.025103448275862e-06, | |
| "loss": 0.0005, | |
| "step": 7675 | |
| }, | |
| { | |
| "epoch": 452.82, | |
| "learning_rate": 2.018206896551724e-06, | |
| "loss": 0.0009, | |
| "step": 7700 | |
| }, | |
| { | |
| "epoch": 454.29, | |
| "learning_rate": 2.0113103448275863e-06, | |
| "loss": 0.0005, | |
| "step": 7725 | |
| }, | |
| { | |
| "epoch": 455.76, | |
| "learning_rate": 2.0044137931034483e-06, | |
| "loss": 0.0005, | |
| "step": 7750 | |
| }, | |
| { | |
| "epoch": 457.24, | |
| "learning_rate": 1.9975172413793104e-06, | |
| "loss": 0.0006, | |
| "step": 7775 | |
| }, | |
| { | |
| "epoch": 458.71, | |
| "learning_rate": 1.9906206896551724e-06, | |
| "loss": 0.0005, | |
| "step": 7800 | |
| }, | |
| { | |
| "epoch": 460.18, | |
| "learning_rate": 1.9837241379310344e-06, | |
| "loss": 0.0005, | |
| "step": 7825 | |
| }, | |
| { | |
| "epoch": 461.65, | |
| "learning_rate": 1.9768275862068965e-06, | |
| "loss": 0.0006, | |
| "step": 7850 | |
| }, | |
| { | |
| "epoch": 463.12, | |
| "learning_rate": 1.9699310344827585e-06, | |
| "loss": 0.0004, | |
| "step": 7875 | |
| }, | |
| { | |
| "epoch": 464.59, | |
| "learning_rate": 1.9630344827586205e-06, | |
| "loss": 0.0007, | |
| "step": 7900 | |
| }, | |
| { | |
| "epoch": 466.06, | |
| "learning_rate": 1.956137931034483e-06, | |
| "loss": 0.0005, | |
| "step": 7925 | |
| }, | |
| { | |
| "epoch": 467.53, | |
| "learning_rate": 1.949241379310345e-06, | |
| "loss": 0.0006, | |
| "step": 7950 | |
| }, | |
| { | |
| "epoch": 469.0, | |
| "learning_rate": 1.942344827586207e-06, | |
| "loss": 0.0006, | |
| "step": 7975 | |
| }, | |
| { | |
| "epoch": 470.47, | |
| "learning_rate": 1.935448275862069e-06, | |
| "loss": 0.0007, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 470.47, | |
| "eval_loss": 0.53857421875, | |
| "eval_runtime": 158.4391, | |
| "eval_samples_per_second": 1.717, | |
| "eval_steps_per_second": 0.107, | |
| "eval_wer": 10.131872213967311, | |
| "step": 8000 | |
| }, | |
| { | |
| "epoch": 471.94, | |
| "learning_rate": 1.928551724137931e-06, | |
| "loss": 0.0005, | |
| "step": 8025 | |
| }, | |
| { | |
| "epoch": 473.41, | |
| "learning_rate": 1.921655172413793e-06, | |
| "loss": 0.0008, | |
| "step": 8050 | |
| }, | |
| { | |
| "epoch": 474.88, | |
| "learning_rate": 1.914758620689655e-06, | |
| "loss": 0.0005, | |
| "step": 8075 | |
| }, | |
| { | |
| "epoch": 476.35, | |
| "learning_rate": 1.907862068965517e-06, | |
| "loss": 0.0004, | |
| "step": 8100 | |
| }, | |
| { | |
| "epoch": 477.82, | |
| "learning_rate": 1.9009655172413792e-06, | |
| "loss": 0.0005, | |
| "step": 8125 | |
| }, | |
| { | |
| "epoch": 479.29, | |
| "learning_rate": 1.8940689655172413e-06, | |
| "loss": 0.0004, | |
| "step": 8150 | |
| }, | |
| { | |
| "epoch": 480.76, | |
| "learning_rate": 1.8871724137931033e-06, | |
| "loss": 0.0007, | |
| "step": 8175 | |
| }, | |
| { | |
| "epoch": 482.24, | |
| "learning_rate": 1.8802758620689653e-06, | |
| "loss": 0.0005, | |
| "step": 8200 | |
| }, | |
| { | |
| "epoch": 483.71, | |
| "learning_rate": 1.8733793103448274e-06, | |
| "loss": 0.0007, | |
| "step": 8225 | |
| }, | |
| { | |
| "epoch": 485.18, | |
| "learning_rate": 1.8664827586206894e-06, | |
| "loss": 0.0005, | |
| "step": 8250 | |
| }, | |
| { | |
| "epoch": 486.65, | |
| "learning_rate": 1.8595862068965517e-06, | |
| "loss": 0.0004, | |
| "step": 8275 | |
| }, | |
| { | |
| "epoch": 488.12, | |
| "learning_rate": 1.8526896551724137e-06, | |
| "loss": 0.0005, | |
| "step": 8300 | |
| }, | |
| { | |
| "epoch": 489.59, | |
| "learning_rate": 1.845793103448276e-06, | |
| "loss": 0.0004, | |
| "step": 8325 | |
| }, | |
| { | |
| "epoch": 491.06, | |
| "learning_rate": 1.838896551724138e-06, | |
| "loss": 0.0004, | |
| "step": 8350 | |
| }, | |
| { | |
| "epoch": 492.53, | |
| "learning_rate": 1.832e-06, | |
| "loss": 0.0005, | |
| "step": 8375 | |
| }, | |
| { | |
| "epoch": 494.0, | |
| "learning_rate": 1.825103448275862e-06, | |
| "loss": 0.0004, | |
| "step": 8400 | |
| }, | |
| { | |
| "epoch": 495.47, | |
| "learning_rate": 1.818206896551724e-06, | |
| "loss": 0.0007, | |
| "step": 8425 | |
| }, | |
| { | |
| "epoch": 496.94, | |
| "learning_rate": 1.811862068965517e-06, | |
| "loss": 0.0008, | |
| "step": 8450 | |
| }, | |
| { | |
| "epoch": 498.41, | |
| "learning_rate": 1.8049655172413792e-06, | |
| "loss": 0.0005, | |
| "step": 8475 | |
| }, | |
| { | |
| "epoch": 499.88, | |
| "learning_rate": 1.7980689655172413e-06, | |
| "loss": 0.0006, | |
| "step": 8500 | |
| }, | |
| { | |
| "epoch": 501.35, | |
| "learning_rate": 1.7911724137931035e-06, | |
| "loss": 0.0004, | |
| "step": 8525 | |
| }, | |
| { | |
| "epoch": 502.82, | |
| "learning_rate": 1.7842758620689655e-06, | |
| "loss": 0.0004, | |
| "step": 8550 | |
| }, | |
| { | |
| "epoch": 504.29, | |
| "learning_rate": 1.7773793103448276e-06, | |
| "loss": 0.0006, | |
| "step": 8575 | |
| }, | |
| { | |
| "epoch": 505.76, | |
| "learning_rate": 1.7704827586206896e-06, | |
| "loss": 0.0004, | |
| "step": 8600 | |
| }, | |
| { | |
| "epoch": 507.24, | |
| "learning_rate": 1.7635862068965516e-06, | |
| "loss": 0.0004, | |
| "step": 8625 | |
| }, | |
| { | |
| "epoch": 508.71, | |
| "learning_rate": 1.7566896551724137e-06, | |
| "loss": 0.0006, | |
| "step": 8650 | |
| }, | |
| { | |
| "epoch": 510.18, | |
| "learning_rate": 1.7497931034482757e-06, | |
| "loss": 0.0004, | |
| "step": 8675 | |
| }, | |
| { | |
| "epoch": 511.65, | |
| "learning_rate": 1.742896551724138e-06, | |
| "loss": 0.0005, | |
| "step": 8700 | |
| }, | |
| { | |
| "epoch": 513.12, | |
| "learning_rate": 1.736e-06, | |
| "loss": 0.0006, | |
| "step": 8725 | |
| }, | |
| { | |
| "epoch": 514.59, | |
| "learning_rate": 1.729103448275862e-06, | |
| "loss": 0.0006, | |
| "step": 8750 | |
| }, | |
| { | |
| "epoch": 516.06, | |
| "learning_rate": 1.722206896551724e-06, | |
| "loss": 0.0004, | |
| "step": 8775 | |
| }, | |
| { | |
| "epoch": 517.53, | |
| "learning_rate": 1.715310344827586e-06, | |
| "loss": 0.0003, | |
| "step": 8800 | |
| }, | |
| { | |
| "epoch": 519.0, | |
| "learning_rate": 1.7084137931034481e-06, | |
| "loss": 0.0003, | |
| "step": 8825 | |
| }, | |
| { | |
| "epoch": 520.47, | |
| "learning_rate": 1.7015172413793101e-06, | |
| "loss": 0.0004, | |
| "step": 8850 | |
| }, | |
| { | |
| "epoch": 521.94, | |
| "learning_rate": 1.6946206896551722e-06, | |
| "loss": 0.0006, | |
| "step": 8875 | |
| }, | |
| { | |
| "epoch": 523.41, | |
| "learning_rate": 1.6877241379310342e-06, | |
| "loss": 0.0005, | |
| "step": 8900 | |
| }, | |
| { | |
| "epoch": 524.88, | |
| "learning_rate": 1.6808275862068967e-06, | |
| "loss": 0.0029, | |
| "step": 8925 | |
| }, | |
| { | |
| "epoch": 526.35, | |
| "learning_rate": 1.6739310344827587e-06, | |
| "loss": 0.0004, | |
| "step": 8950 | |
| }, | |
| { | |
| "epoch": 527.82, | |
| "learning_rate": 1.6670344827586207e-06, | |
| "loss": 0.0003, | |
| "step": 8975 | |
| }, | |
| { | |
| "epoch": 529.29, | |
| "learning_rate": 1.6601379310344828e-06, | |
| "loss": 0.0004, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 529.29, | |
| "eval_loss": 0.5361328125, | |
| "eval_runtime": 156.9399, | |
| "eval_samples_per_second": 1.733, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 9.778974739970282, | |
| "step": 9000 | |
| }, | |
| { | |
| "epoch": 530.76, | |
| "learning_rate": 1.6532413793103448e-06, | |
| "loss": 0.0006, | |
| "step": 9025 | |
| }, | |
| { | |
| "epoch": 532.24, | |
| "learning_rate": 1.6463448275862068e-06, | |
| "loss": 0.0003, | |
| "step": 9050 | |
| }, | |
| { | |
| "epoch": 533.71, | |
| "learning_rate": 1.6394482758620689e-06, | |
| "loss": 0.0003, | |
| "step": 9075 | |
| }, | |
| { | |
| "epoch": 535.18, | |
| "learning_rate": 1.632551724137931e-06, | |
| "loss": 0.0005, | |
| "step": 9100 | |
| }, | |
| { | |
| "epoch": 536.65, | |
| "learning_rate": 1.625655172413793e-06, | |
| "loss": 0.0006, | |
| "step": 9125 | |
| }, | |
| { | |
| "epoch": 538.12, | |
| "learning_rate": 1.6187586206896552e-06, | |
| "loss": 0.0003, | |
| "step": 9150 | |
| }, | |
| { | |
| "epoch": 539.59, | |
| "learning_rate": 1.6118620689655172e-06, | |
| "loss": 0.0004, | |
| "step": 9175 | |
| }, | |
| { | |
| "epoch": 541.06, | |
| "learning_rate": 1.6049655172413792e-06, | |
| "loss": 0.0003, | |
| "step": 9200 | |
| }, | |
| { | |
| "epoch": 542.53, | |
| "learning_rate": 1.5980689655172413e-06, | |
| "loss": 0.0004, | |
| "step": 9225 | |
| }, | |
| { | |
| "epoch": 544.0, | |
| "learning_rate": 1.5911724137931033e-06, | |
| "loss": 0.0006, | |
| "step": 9250 | |
| }, | |
| { | |
| "epoch": 545.47, | |
| "learning_rate": 1.5842758620689653e-06, | |
| "loss": 0.0002, | |
| "step": 9275 | |
| }, | |
| { | |
| "epoch": 546.94, | |
| "learning_rate": 1.5773793103448274e-06, | |
| "loss": 0.0003, | |
| "step": 9300 | |
| }, | |
| { | |
| "epoch": 548.41, | |
| "learning_rate": 1.5704827586206896e-06, | |
| "loss": 0.0003, | |
| "step": 9325 | |
| }, | |
| { | |
| "epoch": 549.88, | |
| "learning_rate": 1.5635862068965516e-06, | |
| "loss": 0.0003, | |
| "step": 9350 | |
| }, | |
| { | |
| "epoch": 551.35, | |
| "learning_rate": 1.5566896551724139e-06, | |
| "loss": 0.0004, | |
| "step": 9375 | |
| }, | |
| { | |
| "epoch": 552.82, | |
| "learning_rate": 1.549793103448276e-06, | |
| "loss": 0.0004, | |
| "step": 9400 | |
| }, | |
| { | |
| "epoch": 554.29, | |
| "learning_rate": 1.542896551724138e-06, | |
| "loss": 0.0005, | |
| "step": 9425 | |
| }, | |
| { | |
| "epoch": 555.76, | |
| "learning_rate": 1.5365517241379309e-06, | |
| "loss": 0.0004, | |
| "step": 9450 | |
| }, | |
| { | |
| "epoch": 557.24, | |
| "learning_rate": 1.529655172413793e-06, | |
| "loss": 0.0003, | |
| "step": 9475 | |
| }, | |
| { | |
| "epoch": 558.71, | |
| "learning_rate": 1.522758620689655e-06, | |
| "loss": 0.0003, | |
| "step": 9500 | |
| }, | |
| { | |
| "epoch": 560.18, | |
| "learning_rate": 1.5158620689655172e-06, | |
| "loss": 0.0003, | |
| "step": 9525 | |
| }, | |
| { | |
| "epoch": 561.65, | |
| "learning_rate": 1.5089655172413792e-06, | |
| "loss": 0.0005, | |
| "step": 9550 | |
| }, | |
| { | |
| "epoch": 563.12, | |
| "learning_rate": 1.5020689655172415e-06, | |
| "loss": 0.0004, | |
| "step": 9575 | |
| }, | |
| { | |
| "epoch": 564.59, | |
| "learning_rate": 1.4951724137931035e-06, | |
| "loss": 0.0004, | |
| "step": 9600 | |
| }, | |
| { | |
| "epoch": 566.06, | |
| "learning_rate": 1.4882758620689655e-06, | |
| "loss": 0.0003, | |
| "step": 9625 | |
| }, | |
| { | |
| "epoch": 567.53, | |
| "learning_rate": 1.4813793103448276e-06, | |
| "loss": 0.0005, | |
| "step": 9650 | |
| }, | |
| { | |
| "epoch": 569.0, | |
| "learning_rate": 1.4744827586206896e-06, | |
| "loss": 0.0003, | |
| "step": 9675 | |
| }, | |
| { | |
| "epoch": 570.47, | |
| "learning_rate": 1.4675862068965516e-06, | |
| "loss": 0.0003, | |
| "step": 9700 | |
| }, | |
| { | |
| "epoch": 571.94, | |
| "learning_rate": 1.4606896551724137e-06, | |
| "loss": 0.0003, | |
| "step": 9725 | |
| }, | |
| { | |
| "epoch": 573.41, | |
| "learning_rate": 1.4537931034482757e-06, | |
| "loss": 0.0002, | |
| "step": 9750 | |
| }, | |
| { | |
| "epoch": 574.88, | |
| "learning_rate": 1.4468965517241377e-06, | |
| "loss": 0.0002, | |
| "step": 9775 | |
| }, | |
| { | |
| "epoch": 576.35, | |
| "learning_rate": 1.44e-06, | |
| "loss": 0.0004, | |
| "step": 9800 | |
| }, | |
| { | |
| "epoch": 577.82, | |
| "learning_rate": 1.433103448275862e-06, | |
| "loss": 0.0002, | |
| "step": 9825 | |
| }, | |
| { | |
| "epoch": 579.29, | |
| "learning_rate": 1.426206896551724e-06, | |
| "loss": 0.0005, | |
| "step": 9850 | |
| }, | |
| { | |
| "epoch": 580.76, | |
| "learning_rate": 1.419310344827586e-06, | |
| "loss": 0.0004, | |
| "step": 9875 | |
| }, | |
| { | |
| "epoch": 582.24, | |
| "learning_rate": 1.4124137931034481e-06, | |
| "loss": 0.0003, | |
| "step": 9900 | |
| }, | |
| { | |
| "epoch": 583.71, | |
| "learning_rate": 1.4055172413793104e-06, | |
| "loss": 0.0004, | |
| "step": 9925 | |
| }, | |
| { | |
| "epoch": 585.18, | |
| "learning_rate": 1.3986206896551724e-06, | |
| "loss": 0.0004, | |
| "step": 9950 | |
| }, | |
| { | |
| "epoch": 586.65, | |
| "learning_rate": 1.3917241379310344e-06, | |
| "loss": 0.0004, | |
| "step": 9975 | |
| }, | |
| { | |
| "epoch": 588.12, | |
| "learning_rate": 1.3848275862068965e-06, | |
| "loss": 0.0003, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 588.12, | |
| "eval_loss": 0.54296875, | |
| "eval_runtime": 156.5622, | |
| "eval_samples_per_second": 1.737, | |
| "eval_steps_per_second": 0.109, | |
| "eval_wer": 9.973997028231798, | |
| "step": 10000 | |
| }, | |
| { | |
| "epoch": 589.59, | |
| "learning_rate": 1.3779310344827587e-06, | |
| "loss": 0.0002, | |
| "step": 10025 | |
| }, | |
| { | |
| "epoch": 591.06, | |
| "learning_rate": 1.3710344827586207e-06, | |
| "loss": 0.0003, | |
| "step": 10050 | |
| }, | |
| { | |
| "epoch": 592.53, | |
| "learning_rate": 1.3641379310344828e-06, | |
| "loss": 0.0002, | |
| "step": 10075 | |
| }, | |
| { | |
| "epoch": 594.0, | |
| "learning_rate": 1.3572413793103448e-06, | |
| "loss": 0.0003, | |
| "step": 10100 | |
| }, | |
| { | |
| "epoch": 595.47, | |
| "learning_rate": 1.3503448275862068e-06, | |
| "loss": 0.0003, | |
| "step": 10125 | |
| }, | |
| { | |
| "epoch": 596.94, | |
| "learning_rate": 1.3434482758620689e-06, | |
| "loss": 0.0002, | |
| "step": 10150 | |
| }, | |
| { | |
| "epoch": 598.41, | |
| "learning_rate": 1.3365517241379309e-06, | |
| "loss": 0.0004, | |
| "step": 10175 | |
| }, | |
| { | |
| "epoch": 599.88, | |
| "learning_rate": 1.329655172413793e-06, | |
| "loss": 0.0002, | |
| "step": 10200 | |
| }, | |
| { | |
| "epoch": 601.35, | |
| "learning_rate": 1.322758620689655e-06, | |
| "loss": 0.0003, | |
| "step": 10225 | |
| }, | |
| { | |
| "epoch": 602.82, | |
| "learning_rate": 1.3158620689655172e-06, | |
| "loss": 0.0003, | |
| "step": 10250 | |
| }, | |
| { | |
| "epoch": 604.29, | |
| "learning_rate": 1.3089655172413792e-06, | |
| "loss": 0.0002, | |
| "step": 10275 | |
| }, | |
| { | |
| "epoch": 605.76, | |
| "learning_rate": 1.3020689655172413e-06, | |
| "loss": 0.0002, | |
| "step": 10300 | |
| }, | |
| { | |
| "epoch": 607.24, | |
| "learning_rate": 1.2951724137931035e-06, | |
| "loss": 0.0003, | |
| "step": 10325 | |
| }, | |
| { | |
| "epoch": 608.71, | |
| "learning_rate": 1.2882758620689655e-06, | |
| "loss": 0.0002, | |
| "step": 10350 | |
| }, | |
| { | |
| "epoch": 610.18, | |
| "learning_rate": 1.2813793103448276e-06, | |
| "loss": 0.0003, | |
| "step": 10375 | |
| }, | |
| { | |
| "epoch": 611.65, | |
| "learning_rate": 1.2744827586206896e-06, | |
| "loss": 0.0003, | |
| "step": 10400 | |
| }, | |
| { | |
| "epoch": 613.12, | |
| "learning_rate": 1.2675862068965516e-06, | |
| "loss": 0.0003, | |
| "step": 10425 | |
| }, | |
| { | |
| "epoch": 614.59, | |
| "learning_rate": 1.2612413793103448e-06, | |
| "loss": 0.0005, | |
| "step": 10450 | |
| }, | |
| { | |
| "epoch": 616.06, | |
| "learning_rate": 1.2543448275862068e-06, | |
| "loss": 0.0003, | |
| "step": 10475 | |
| }, | |
| { | |
| "epoch": 617.53, | |
| "learning_rate": 1.2474482758620688e-06, | |
| "loss": 0.0003, | |
| "step": 10500 | |
| }, | |
| { | |
| "epoch": 619.0, | |
| "learning_rate": 1.240551724137931e-06, | |
| "loss": 0.0001, | |
| "step": 10525 | |
| }, | |
| { | |
| "epoch": 620.47, | |
| "learning_rate": 1.2336551724137931e-06, | |
| "loss": 0.0002, | |
| "step": 10550 | |
| }, | |
| { | |
| "epoch": 621.94, | |
| "learning_rate": 1.2267586206896552e-06, | |
| "loss": 0.0005, | |
| "step": 10575 | |
| }, | |
| { | |
| "epoch": 623.41, | |
| "learning_rate": 1.2198620689655172e-06, | |
| "loss": 0.0002, | |
| "step": 10600 | |
| }, | |
| { | |
| "epoch": 624.88, | |
| "learning_rate": 1.2129655172413792e-06, | |
| "loss": 0.0003, | |
| "step": 10625 | |
| }, | |
| { | |
| "epoch": 626.35, | |
| "learning_rate": 1.2060689655172413e-06, | |
| "loss": 0.0002, | |
| "step": 10650 | |
| }, | |
| { | |
| "epoch": 627.82, | |
| "learning_rate": 1.1991724137931035e-06, | |
| "loss": 0.0003, | |
| "step": 10675 | |
| }, | |
| { | |
| "epoch": 629.29, | |
| "learning_rate": 1.1922758620689655e-06, | |
| "loss": 0.0003, | |
| "step": 10700 | |
| }, | |
| { | |
| "epoch": 630.76, | |
| "learning_rate": 1.1853793103448276e-06, | |
| "loss": 0.0003, | |
| "step": 10725 | |
| }, | |
| { | |
| "epoch": 632.24, | |
| "learning_rate": 1.1784827586206896e-06, | |
| "loss": 0.0002, | |
| "step": 10750 | |
| }, | |
| { | |
| "epoch": 633.71, | |
| "learning_rate": 1.1715862068965516e-06, | |
| "loss": 0.0002, | |
| "step": 10775 | |
| }, | |
| { | |
| "epoch": 635.18, | |
| "learning_rate": 1.1646896551724137e-06, | |
| "loss": 0.0004, | |
| "step": 10800 | |
| }, | |
| { | |
| "epoch": 636.65, | |
| "learning_rate": 1.1577931034482757e-06, | |
| "loss": 0.0003, | |
| "step": 10825 | |
| }, | |
| { | |
| "epoch": 638.12, | |
| "learning_rate": 1.1508965517241377e-06, | |
| "loss": 0.0002, | |
| "step": 10850 | |
| }, | |
| { | |
| "epoch": 639.59, | |
| "learning_rate": 1.1439999999999998e-06, | |
| "loss": 0.0002, | |
| "step": 10875 | |
| }, | |
| { | |
| "epoch": 641.06, | |
| "learning_rate": 1.137103448275862e-06, | |
| "loss": 0.0003, | |
| "step": 10900 | |
| }, | |
| { | |
| "epoch": 642.53, | |
| "learning_rate": 1.1302068965517243e-06, | |
| "loss": 0.0002, | |
| "step": 10925 | |
| }, | |
| { | |
| "epoch": 644.0, | |
| "learning_rate": 1.1233103448275863e-06, | |
| "loss": 0.0004, | |
| "step": 10950 | |
| }, | |
| { | |
| "epoch": 645.47, | |
| "learning_rate": 1.1164137931034483e-06, | |
| "loss": 0.0004, | |
| "step": 10975 | |
| }, | |
| { | |
| "epoch": 646.94, | |
| "learning_rate": 1.1095172413793103e-06, | |
| "loss": 0.0002, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 646.94, | |
| "eval_loss": 0.5458984375, | |
| "eval_runtime": 157.5866, | |
| "eval_samples_per_second": 1.726, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 9.955423476968797, | |
| "step": 11000 | |
| }, | |
| { | |
| "epoch": 648.41, | |
| "learning_rate": 1.1026206896551724e-06, | |
| "loss": 0.0003, | |
| "step": 11025 | |
| }, | |
| { | |
| "epoch": 649.88, | |
| "learning_rate": 1.0957241379310344e-06, | |
| "loss": 0.0002, | |
| "step": 11050 | |
| }, | |
| { | |
| "epoch": 651.35, | |
| "learning_rate": 1.0888275862068964e-06, | |
| "loss": 0.0002, | |
| "step": 11075 | |
| }, | |
| { | |
| "epoch": 652.82, | |
| "learning_rate": 1.0819310344827585e-06, | |
| "loss": 0.0003, | |
| "step": 11100 | |
| }, | |
| { | |
| "epoch": 654.29, | |
| "learning_rate": 1.0750344827586207e-06, | |
| "loss": 0.0002, | |
| "step": 11125 | |
| }, | |
| { | |
| "epoch": 655.76, | |
| "learning_rate": 1.0681379310344828e-06, | |
| "loss": 0.0003, | |
| "step": 11150 | |
| }, | |
| { | |
| "epoch": 657.24, | |
| "learning_rate": 1.0612413793103448e-06, | |
| "loss": 0.0003, | |
| "step": 11175 | |
| }, | |
| { | |
| "epoch": 658.71, | |
| "learning_rate": 1.0543448275862068e-06, | |
| "loss": 0.0005, | |
| "step": 11200 | |
| }, | |
| { | |
| "epoch": 660.18, | |
| "learning_rate": 1.0474482758620689e-06, | |
| "loss": 0.0002, | |
| "step": 11225 | |
| }, | |
| { | |
| "epoch": 661.65, | |
| "learning_rate": 1.0405517241379309e-06, | |
| "loss": 0.0002, | |
| "step": 11250 | |
| }, | |
| { | |
| "epoch": 663.12, | |
| "learning_rate": 1.033655172413793e-06, | |
| "loss": 0.0003, | |
| "step": 11275 | |
| }, | |
| { | |
| "epoch": 664.59, | |
| "learning_rate": 1.026758620689655e-06, | |
| "loss": 0.0002, | |
| "step": 11300 | |
| }, | |
| { | |
| "epoch": 666.06, | |
| "learning_rate": 1.0198620689655172e-06, | |
| "loss": 0.0002, | |
| "step": 11325 | |
| }, | |
| { | |
| "epoch": 667.53, | |
| "learning_rate": 1.0129655172413794e-06, | |
| "loss": 0.0003, | |
| "step": 11350 | |
| }, | |
| { | |
| "epoch": 669.0, | |
| "learning_rate": 1.0060689655172415e-06, | |
| "loss": 0.0009, | |
| "step": 11375 | |
| }, | |
| { | |
| "epoch": 670.47, | |
| "learning_rate": 9.991724137931033e-07, | |
| "loss": 0.0002, | |
| "step": 11400 | |
| }, | |
| { | |
| "epoch": 671.94, | |
| "learning_rate": 9.922758620689655e-07, | |
| "loss": 0.0002, | |
| "step": 11425 | |
| }, | |
| { | |
| "epoch": 673.41, | |
| "learning_rate": 9.859310344827587e-07, | |
| "loss": 0.0003, | |
| "step": 11450 | |
| }, | |
| { | |
| "epoch": 674.88, | |
| "learning_rate": 9.790344827586207e-07, | |
| "loss": 0.0002, | |
| "step": 11475 | |
| }, | |
| { | |
| "epoch": 676.35, | |
| "learning_rate": 9.721379310344827e-07, | |
| "loss": 0.0002, | |
| "step": 11500 | |
| }, | |
| { | |
| "epoch": 677.82, | |
| "learning_rate": 9.652413793103448e-07, | |
| "loss": 0.0002, | |
| "step": 11525 | |
| }, | |
| { | |
| "epoch": 679.29, | |
| "learning_rate": 9.583448275862068e-07, | |
| "loss": 0.0003, | |
| "step": 11550 | |
| }, | |
| { | |
| "epoch": 680.76, | |
| "learning_rate": 9.514482758620688e-07, | |
| "loss": 0.0003, | |
| "step": 11575 | |
| }, | |
| { | |
| "epoch": 682.24, | |
| "learning_rate": 9.44551724137931e-07, | |
| "loss": 0.0003, | |
| "step": 11600 | |
| }, | |
| { | |
| "epoch": 683.71, | |
| "learning_rate": 9.376551724137931e-07, | |
| "loss": 0.0002, | |
| "step": 11625 | |
| }, | |
| { | |
| "epoch": 685.18, | |
| "learning_rate": 9.307586206896552e-07, | |
| "loss": 0.0002, | |
| "step": 11650 | |
| }, | |
| { | |
| "epoch": 686.65, | |
| "learning_rate": 9.238620689655172e-07, | |
| "loss": 0.0003, | |
| "step": 11675 | |
| }, | |
| { | |
| "epoch": 688.12, | |
| "learning_rate": 9.169655172413792e-07, | |
| "loss": 0.0003, | |
| "step": 11700 | |
| }, | |
| { | |
| "epoch": 689.59, | |
| "learning_rate": 9.100689655172414e-07, | |
| "loss": 0.0001, | |
| "step": 11725 | |
| }, | |
| { | |
| "epoch": 691.06, | |
| "learning_rate": 9.031724137931034e-07, | |
| "loss": 0.0004, | |
| "step": 11750 | |
| }, | |
| { | |
| "epoch": 692.53, | |
| "learning_rate": 8.962758620689654e-07, | |
| "loss": 0.0003, | |
| "step": 11775 | |
| }, | |
| { | |
| "epoch": 694.0, | |
| "learning_rate": 8.893793103448275e-07, | |
| "loss": 0.0005, | |
| "step": 11800 | |
| }, | |
| { | |
| "epoch": 695.47, | |
| "learning_rate": 8.824827586206897e-07, | |
| "loss": 0.0002, | |
| "step": 11825 | |
| }, | |
| { | |
| "epoch": 696.94, | |
| "learning_rate": 8.755862068965517e-07, | |
| "loss": 0.0002, | |
| "step": 11850 | |
| }, | |
| { | |
| "epoch": 698.41, | |
| "learning_rate": 8.686896551724138e-07, | |
| "loss": 0.0002, | |
| "step": 11875 | |
| }, | |
| { | |
| "epoch": 699.88, | |
| "learning_rate": 8.617931034482758e-07, | |
| "loss": 0.0002, | |
| "step": 11900 | |
| }, | |
| { | |
| "epoch": 701.35, | |
| "learning_rate": 8.548965517241378e-07, | |
| "loss": 0.0003, | |
| "step": 11925 | |
| }, | |
| { | |
| "epoch": 702.82, | |
| "learning_rate": 8.48e-07, | |
| "loss": 0.0002, | |
| "step": 11950 | |
| }, | |
| { | |
| "epoch": 704.29, | |
| "learning_rate": 8.41103448275862e-07, | |
| "loss": 0.0002, | |
| "step": 11975 | |
| }, | |
| { | |
| "epoch": 705.76, | |
| "learning_rate": 8.34206896551724e-07, | |
| "loss": 0.0003, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 705.76, | |
| "eval_loss": 0.55615234375, | |
| "eval_runtime": 158.1148, | |
| "eval_samples_per_second": 1.72, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 9.9832838038633, | |
| "step": 12000 | |
| }, | |
| { | |
| "epoch": 706.47, | |
| "learning_rate": 3.1968e-07, | |
| "loss": 0.0002, | |
| "step": 12025 | |
| }, | |
| { | |
| "epoch": 707.94, | |
| "learning_rate": 3.1168e-07, | |
| "loss": 0.0003, | |
| "step": 12050 | |
| }, | |
| { | |
| "epoch": 709.41, | |
| "learning_rate": 3.0368e-07, | |
| "loss": 0.0002, | |
| "step": 12075 | |
| }, | |
| { | |
| "epoch": 710.88, | |
| "learning_rate": 2.9568e-07, | |
| "loss": 0.0002, | |
| "step": 12100 | |
| }, | |
| { | |
| "epoch": 712.35, | |
| "learning_rate": 2.8768e-07, | |
| "loss": 0.0003, | |
| "step": 12125 | |
| }, | |
| { | |
| "epoch": 713.82, | |
| "learning_rate": 2.7968e-07, | |
| "loss": 0.0002, | |
| "step": 12150 | |
| }, | |
| { | |
| "epoch": 715.29, | |
| "learning_rate": 2.7167999999999996e-07, | |
| "loss": 0.0005, | |
| "step": 12175 | |
| }, | |
| { | |
| "epoch": 716.76, | |
| "learning_rate": 2.6368e-07, | |
| "loss": 0.0002, | |
| "step": 12200 | |
| }, | |
| { | |
| "epoch": 718.24, | |
| "learning_rate": 2.5568e-07, | |
| "loss": 0.0002, | |
| "step": 12225 | |
| }, | |
| { | |
| "epoch": 719.71, | |
| "learning_rate": 2.4768e-07, | |
| "loss": 0.0002, | |
| "step": 12250 | |
| }, | |
| { | |
| "epoch": 721.18, | |
| "learning_rate": 2.3968e-07, | |
| "loss": 0.0003, | |
| "step": 12275 | |
| }, | |
| { | |
| "epoch": 722.65, | |
| "learning_rate": 2.3168e-07, | |
| "loss": 0.0002, | |
| "step": 12300 | |
| }, | |
| { | |
| "epoch": 724.12, | |
| "learning_rate": 2.2367999999999998e-07, | |
| "loss": 0.0002, | |
| "step": 12325 | |
| }, | |
| { | |
| "epoch": 725.59, | |
| "learning_rate": 2.1568e-07, | |
| "loss": 0.0002, | |
| "step": 12350 | |
| }, | |
| { | |
| "epoch": 727.06, | |
| "learning_rate": 2.0768e-07, | |
| "loss": 0.0001, | |
| "step": 12375 | |
| }, | |
| { | |
| "epoch": 728.53, | |
| "learning_rate": 1.9968e-07, | |
| "loss": 0.0002, | |
| "step": 12400 | |
| }, | |
| { | |
| "epoch": 730.0, | |
| "learning_rate": 1.9167999999999998e-07, | |
| "loss": 0.0002, | |
| "step": 12425 | |
| }, | |
| { | |
| "epoch": 731.47, | |
| "learning_rate": 1.8432e-07, | |
| "loss": 0.0003, | |
| "step": 12450 | |
| }, | |
| { | |
| "epoch": 732.94, | |
| "learning_rate": 1.7632e-07, | |
| "loss": 0.0002, | |
| "step": 12475 | |
| }, | |
| { | |
| "epoch": 734.41, | |
| "learning_rate": 1.6832e-07, | |
| "loss": 0.0001, | |
| "step": 12500 | |
| }, | |
| { | |
| "epoch": 735.88, | |
| "learning_rate": 1.6032e-07, | |
| "loss": 0.0001, | |
| "step": 12525 | |
| }, | |
| { | |
| "epoch": 737.35, | |
| "learning_rate": 1.5232e-07, | |
| "loss": 0.0001, | |
| "step": 12550 | |
| }, | |
| { | |
| "epoch": 738.82, | |
| "learning_rate": 1.4431999999999998e-07, | |
| "loss": 0.0002, | |
| "step": 12575 | |
| }, | |
| { | |
| "epoch": 740.29, | |
| "learning_rate": 1.3632e-07, | |
| "loss": 0.0002, | |
| "step": 12600 | |
| }, | |
| { | |
| "epoch": 741.76, | |
| "learning_rate": 1.2831999999999997e-07, | |
| "loss": 0.0001, | |
| "step": 12625 | |
| }, | |
| { | |
| "epoch": 743.24, | |
| "learning_rate": 1.2031999999999998e-07, | |
| "loss": 0.0003, | |
| "step": 12650 | |
| }, | |
| { | |
| "epoch": 744.71, | |
| "learning_rate": 1.1232e-07, | |
| "loss": 0.0002, | |
| "step": 12675 | |
| }, | |
| { | |
| "epoch": 746.18, | |
| "learning_rate": 1.0432e-07, | |
| "loss": 0.0002, | |
| "step": 12700 | |
| }, | |
| { | |
| "epoch": 747.65, | |
| "learning_rate": 9.632e-08, | |
| "loss": 0.0002, | |
| "step": 12725 | |
| }, | |
| { | |
| "epoch": 749.12, | |
| "learning_rate": 8.831999999999999e-08, | |
| "loss": 0.0002, | |
| "step": 12750 | |
| }, | |
| { | |
| "epoch": 750.59, | |
| "learning_rate": 8.032e-08, | |
| "loss": 0.0002, | |
| "step": 12775 | |
| }, | |
| { | |
| "epoch": 752.06, | |
| "learning_rate": 7.231999999999999e-08, | |
| "loss": 0.0002, | |
| "step": 12800 | |
| }, | |
| { | |
| "epoch": 753.53, | |
| "learning_rate": 6.432e-08, | |
| "loss": 0.0002, | |
| "step": 12825 | |
| }, | |
| { | |
| "epoch": 755.0, | |
| "learning_rate": 5.632e-08, | |
| "loss": 0.0002, | |
| "step": 12850 | |
| }, | |
| { | |
| "epoch": 756.47, | |
| "learning_rate": 4.832e-08, | |
| "loss": 0.0002, | |
| "step": 12875 | |
| }, | |
| { | |
| "epoch": 757.94, | |
| "learning_rate": 4.032e-08, | |
| "loss": 0.0002, | |
| "step": 12900 | |
| }, | |
| { | |
| "epoch": 759.41, | |
| "learning_rate": 3.232e-08, | |
| "loss": 0.0001, | |
| "step": 12925 | |
| }, | |
| { | |
| "epoch": 760.88, | |
| "learning_rate": 2.432e-08, | |
| "loss": 0.0002, | |
| "step": 12950 | |
| }, | |
| { | |
| "epoch": 762.35, | |
| "learning_rate": 1.632e-08, | |
| "loss": 0.0001, | |
| "step": 12975 | |
| }, | |
| { | |
| "epoch": 763.82, | |
| "learning_rate": 8.32e-09, | |
| "loss": 0.0001, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 763.82, | |
| "eval_loss": 0.5546875, | |
| "eval_runtime": 156.9741, | |
| "eval_samples_per_second": 1.733, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 9.9925705794948, | |
| "step": 13000 | |
| }, | |
| { | |
| "epoch": 765.47, | |
| "learning_rate": 2.965925925925926e-07, | |
| "loss": 0.0002, | |
| "step": 13025 | |
| }, | |
| { | |
| "epoch": 766.94, | |
| "learning_rate": 2.891851851851852e-07, | |
| "loss": 0.0001, | |
| "step": 13050 | |
| }, | |
| { | |
| "epoch": 768.41, | |
| "learning_rate": 2.817777777777778e-07, | |
| "loss": 0.0002, | |
| "step": 13075 | |
| }, | |
| { | |
| "epoch": 769.88, | |
| "learning_rate": 2.7437037037037035e-07, | |
| "loss": 0.0001, | |
| "step": 13100 | |
| }, | |
| { | |
| "epoch": 771.35, | |
| "learning_rate": 2.6696296296296296e-07, | |
| "loss": 0.0001, | |
| "step": 13125 | |
| }, | |
| { | |
| "epoch": 772.82, | |
| "learning_rate": 2.595555555555555e-07, | |
| "loss": 0.0002, | |
| "step": 13150 | |
| }, | |
| { | |
| "epoch": 774.29, | |
| "learning_rate": 2.521481481481481e-07, | |
| "loss": 0.0002, | |
| "step": 13175 | |
| }, | |
| { | |
| "epoch": 775.76, | |
| "learning_rate": 2.4474074074074073e-07, | |
| "loss": 0.0001, | |
| "step": 13200 | |
| }, | |
| { | |
| "epoch": 777.24, | |
| "learning_rate": 2.3733333333333334e-07, | |
| "loss": 0.0001, | |
| "step": 13225 | |
| }, | |
| { | |
| "epoch": 778.71, | |
| "learning_rate": 2.2992592592592592e-07, | |
| "loss": 0.0001, | |
| "step": 13250 | |
| }, | |
| { | |
| "epoch": 780.18, | |
| "learning_rate": 2.2251851851851853e-07, | |
| "loss": 0.0003, | |
| "step": 13275 | |
| }, | |
| { | |
| "epoch": 781.65, | |
| "learning_rate": 2.1511111111111111e-07, | |
| "loss": 0.0001, | |
| "step": 13300 | |
| }, | |
| { | |
| "epoch": 783.12, | |
| "learning_rate": 2.077037037037037e-07, | |
| "loss": 0.0001, | |
| "step": 13325 | |
| }, | |
| { | |
| "epoch": 784.59, | |
| "learning_rate": 2.002962962962963e-07, | |
| "loss": 0.0001, | |
| "step": 13350 | |
| }, | |
| { | |
| "epoch": 786.06, | |
| "learning_rate": 1.9288888888888889e-07, | |
| "loss": 0.0001, | |
| "step": 13375 | |
| }, | |
| { | |
| "epoch": 787.53, | |
| "learning_rate": 1.8548148148148147e-07, | |
| "loss": 0.0002, | |
| "step": 13400 | |
| }, | |
| { | |
| "epoch": 789.0, | |
| "learning_rate": 1.7807407407407408e-07, | |
| "loss": 0.0002, | |
| "step": 13425 | |
| }, | |
| { | |
| "epoch": 790.47, | |
| "learning_rate": 1.7066666666666666e-07, | |
| "loss": 0.0002, | |
| "step": 13450 | |
| }, | |
| { | |
| "epoch": 791.94, | |
| "learning_rate": 1.6385185185185184e-07, | |
| "loss": 0.0001, | |
| "step": 13475 | |
| }, | |
| { | |
| "epoch": 793.41, | |
| "learning_rate": 1.5644444444444442e-07, | |
| "loss": 0.0003, | |
| "step": 13500 | |
| }, | |
| { | |
| "epoch": 794.88, | |
| "learning_rate": 1.49037037037037e-07, | |
| "loss": 0.0001, | |
| "step": 13525 | |
| }, | |
| { | |
| "epoch": 796.35, | |
| "learning_rate": 1.4162962962962962e-07, | |
| "loss": 0.0001, | |
| "step": 13550 | |
| }, | |
| { | |
| "epoch": 797.82, | |
| "learning_rate": 1.342222222222222e-07, | |
| "loss": 0.0001, | |
| "step": 13575 | |
| }, | |
| { | |
| "epoch": 799.29, | |
| "learning_rate": 1.268148148148148e-07, | |
| "loss": 0.0001, | |
| "step": 13600 | |
| }, | |
| { | |
| "epoch": 800.76, | |
| "learning_rate": 1.194074074074074e-07, | |
| "loss": 0.0002, | |
| "step": 13625 | |
| }, | |
| { | |
| "epoch": 802.24, | |
| "learning_rate": 1.12e-07, | |
| "loss": 0.0001, | |
| "step": 13650 | |
| }, | |
| { | |
| "epoch": 803.71, | |
| "learning_rate": 1.0459259259259259e-07, | |
| "loss": 0.0002, | |
| "step": 13675 | |
| }, | |
| { | |
| "epoch": 805.18, | |
| "learning_rate": 9.718518518518517e-08, | |
| "loss": 0.0002, | |
| "step": 13700 | |
| }, | |
| { | |
| "epoch": 806.65, | |
| "learning_rate": 8.977777777777777e-08, | |
| "loss": 0.0002, | |
| "step": 13725 | |
| }, | |
| { | |
| "epoch": 808.12, | |
| "learning_rate": 8.237037037037037e-08, | |
| "loss": 0.0002, | |
| "step": 13750 | |
| }, | |
| { | |
| "epoch": 809.59, | |
| "learning_rate": 7.496296296296296e-08, | |
| "loss": 0.0002, | |
| "step": 13775 | |
| }, | |
| { | |
| "epoch": 811.06, | |
| "learning_rate": 6.755555555555554e-08, | |
| "loss": 0.0001, | |
| "step": 13800 | |
| }, | |
| { | |
| "epoch": 812.53, | |
| "learning_rate": 6.014814814814814e-08, | |
| "loss": 0.0001, | |
| "step": 13825 | |
| }, | |
| { | |
| "epoch": 814.0, | |
| "learning_rate": 5.274074074074074e-08, | |
| "loss": 0.0002, | |
| "step": 13850 | |
| }, | |
| { | |
| "epoch": 815.47, | |
| "learning_rate": 4.5333333333333336e-08, | |
| "loss": 0.0001, | |
| "step": 13875 | |
| }, | |
| { | |
| "epoch": 816.94, | |
| "learning_rate": 3.7925925925925924e-08, | |
| "loss": 0.0002, | |
| "step": 13900 | |
| }, | |
| { | |
| "epoch": 818.41, | |
| "learning_rate": 3.051851851851851e-08, | |
| "loss": 0.0001, | |
| "step": 13925 | |
| }, | |
| { | |
| "epoch": 819.88, | |
| "learning_rate": 2.311111111111111e-08, | |
| "loss": 0.0002, | |
| "step": 13950 | |
| }, | |
| { | |
| "epoch": 821.35, | |
| "learning_rate": 1.57037037037037e-08, | |
| "loss": 0.0001, | |
| "step": 13975 | |
| }, | |
| { | |
| "epoch": 822.82, | |
| "learning_rate": 8.296296296296296e-09, | |
| "loss": 0.0001, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 822.82, | |
| "eval_loss": 0.5576171875, | |
| "eval_runtime": 157.6735, | |
| "eval_samples_per_second": 1.725, | |
| "eval_steps_per_second": 0.108, | |
| "eval_wer": 9.899702823179792, | |
| "step": 14000 | |
| }, | |
| { | |
| "epoch": 824.47, | |
| "learning_rate": 0.00012324102564102563, | |
| "loss": 7.1148, | |
| "step": 14025 | |
| }, | |
| { | |
| "epoch": 825.94, | |
| "learning_rate": 0.00012272820512820512, | |
| "loss": 5.3802, | |
| "step": 14050 | |
| }, | |
| { | |
| "epoch": 827.41, | |
| "learning_rate": 0.00012221538461538463, | |
| "loss": 4.0038, | |
| "step": 14075 | |
| }, | |
| { | |
| "epoch": 828.88, | |
| "learning_rate": 0.0001217025641025641, | |
| "loss": 3.0771, | |
| "step": 14100 | |
| }, | |
| { | |
| "epoch": 830.35, | |
| "learning_rate": 0.00012118974358974359, | |
| "loss": 2.4888, | |
| "step": 14125 | |
| }, | |
| { | |
| "epoch": 831.82, | |
| "learning_rate": 0.0001206769230769231, | |
| "loss": 2.0454, | |
| "step": 14150 | |
| }, | |
| { | |
| "epoch": 833.29, | |
| "learning_rate": 0.00012016410256410258, | |
| "loss": 1.6123, | |
| "step": 14175 | |
| }, | |
| { | |
| "epoch": 834.76, | |
| "learning_rate": 0.00011965128205128207, | |
| "loss": 1.1082, | |
| "step": 14200 | |
| }, | |
| { | |
| "epoch": 836.24, | |
| "learning_rate": 0.00011913846153846155, | |
| "loss": 0.6733, | |
| "step": 14225 | |
| }, | |
| { | |
| "epoch": 837.71, | |
| "learning_rate": 0.00011862564102564103, | |
| "loss": 0.4108, | |
| "step": 14250 | |
| }, | |
| { | |
| "epoch": 839.18, | |
| "learning_rate": 0.00011811282051282051, | |
| "loss": 0.2879, | |
| "step": 14275 | |
| }, | |
| { | |
| "epoch": 840.65, | |
| "learning_rate": 0.0001176, | |
| "loss": 0.2274, | |
| "step": 14300 | |
| }, | |
| { | |
| "epoch": 842.12, | |
| "learning_rate": 0.00011708717948717949, | |
| "loss": 0.1869, | |
| "step": 14325 | |
| }, | |
| { | |
| "epoch": 843.59, | |
| "learning_rate": 0.00011657435897435897, | |
| "loss": 0.1548, | |
| "step": 14350 | |
| }, | |
| { | |
| "epoch": 845.06, | |
| "learning_rate": 0.00011606153846153847, | |
| "loss": 2.892, | |
| "step": 14375 | |
| }, | |
| { | |
| "epoch": 846.53, | |
| "learning_rate": 0.00011556923076923078, | |
| "loss": 4.4433, | |
| "step": 14400 | |
| }, | |
| { | |
| "epoch": 848.0, | |
| "learning_rate": 0.00011505641025641026, | |
| "loss": 0.9719, | |
| "step": 14425 | |
| }, | |
| { | |
| "epoch": 849.47, | |
| "learning_rate": 0.00011454358974358974, | |
| "loss": 0.0969, | |
| "step": 14450 | |
| }, | |
| { | |
| "epoch": 850.94, | |
| "learning_rate": 0.00011403076923076923, | |
| "loss": 0.0932, | |
| "step": 14475 | |
| }, | |
| { | |
| "epoch": 852.41, | |
| "learning_rate": 0.00011351794871794871, | |
| "loss": 0.0829, | |
| "step": 14500 | |
| }, | |
| { | |
| "epoch": 853.88, | |
| "learning_rate": 0.0001130051282051282, | |
| "loss": 0.0785, | |
| "step": 14525 | |
| }, | |
| { | |
| "epoch": 855.35, | |
| "learning_rate": 0.0001124923076923077, | |
| "loss": 0.0679, | |
| "step": 14550 | |
| }, | |
| { | |
| "epoch": 856.82, | |
| "learning_rate": 0.00011197948717948719, | |
| "loss": 0.0656, | |
| "step": 14575 | |
| }, | |
| { | |
| "epoch": 858.29, | |
| "learning_rate": 0.00011146666666666667, | |
| "loss": 0.064, | |
| "step": 14600 | |
| }, | |
| { | |
| "epoch": 859.76, | |
| "learning_rate": 0.00011095384615384616, | |
| "loss": 0.0614, | |
| "step": 14625 | |
| }, | |
| { | |
| "epoch": 861.24, | |
| "learning_rate": 0.00011044102564102565, | |
| "loss": 0.0612, | |
| "step": 14650 | |
| }, | |
| { | |
| "epoch": 862.71, | |
| "learning_rate": 0.00010992820512820515, | |
| "loss": 0.0609, | |
| "step": 14675 | |
| }, | |
| { | |
| "epoch": 864.18, | |
| "learning_rate": 0.00010941538461538463, | |
| "loss": 0.0586, | |
| "step": 14700 | |
| }, | |
| { | |
| "epoch": 865.65, | |
| "learning_rate": 0.0001089025641025641, | |
| "loss": 0.0581, | |
| "step": 14725 | |
| }, | |
| { | |
| "epoch": 867.12, | |
| "learning_rate": 0.00010838974358974358, | |
| "loss": 0.0569, | |
| "step": 14750 | |
| }, | |
| { | |
| "epoch": 868.59, | |
| "learning_rate": 0.00010787692307692308, | |
| "loss": 0.0573, | |
| "step": 14775 | |
| }, | |
| { | |
| "epoch": 870.06, | |
| "learning_rate": 0.00010736410256410257, | |
| "loss": 0.0555, | |
| "step": 14800 | |
| }, | |
| { | |
| "epoch": 871.53, | |
| "learning_rate": 0.00010685128205128205, | |
| "loss": 0.0546, | |
| "step": 14825 | |
| }, | |
| { | |
| "epoch": 873.0, | |
| "learning_rate": 0.00010633846153846154, | |
| "loss": 0.0548, | |
| "step": 14850 | |
| }, | |
| { | |
| "epoch": 874.47, | |
| "learning_rate": 0.00010582564102564103, | |
| "loss": 0.0541, | |
| "step": 14875 | |
| }, | |
| { | |
| "epoch": 875.94, | |
| "learning_rate": 0.00010531282051282053, | |
| "loss": 0.0526, | |
| "step": 14900 | |
| }, | |
| { | |
| "epoch": 877.41, | |
| "learning_rate": 0.00010480000000000001, | |
| "loss": 0.0521, | |
| "step": 14925 | |
| }, | |
| { | |
| "epoch": 878.88, | |
| "learning_rate": 0.0001042871794871795, | |
| "loss": 0.0539, | |
| "step": 14950 | |
| }, | |
| { | |
| "epoch": 880.35, | |
| "learning_rate": 0.00010377435897435899, | |
| "loss": 0.0535, | |
| "step": 14975 | |
| }, | |
| { | |
| "epoch": 881.82, | |
| "learning_rate": 0.00010326153846153847, | |
| "loss": 0.0538, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 881.82, | |
| "eval_loss": 5.33984375, | |
| "eval_runtime": 102.1523, | |
| "eval_samples_per_second": 2.663, | |
| "eval_steps_per_second": 0.166, | |
| "eval_wer": 99.87927191679049, | |
| "step": 15000 | |
| }, | |
| { | |
| "epoch": 883.29, | |
| "learning_rate": 0.00010274871794871795, | |
| "loss": 0.0535, | |
| "step": 15025 | |
| }, | |
| { | |
| "epoch": 884.76, | |
| "learning_rate": 0.00010223589743589743, | |
| "loss": 0.0516, | |
| "step": 15050 | |
| }, | |
| { | |
| "epoch": 886.24, | |
| "learning_rate": 0.00010172307692307692, | |
| "loss": 0.0503, | |
| "step": 15075 | |
| }, | |
| { | |
| "epoch": 887.71, | |
| "learning_rate": 0.0001012102564102564, | |
| "loss": 0.05, | |
| "step": 15100 | |
| }, | |
| { | |
| "epoch": 889.18, | |
| "learning_rate": 0.0001006974358974359, | |
| "loss": 0.0512, | |
| "step": 15125 | |
| }, | |
| { | |
| "epoch": 890.65, | |
| "learning_rate": 0.00010018461538461539, | |
| "loss": 0.0503, | |
| "step": 15150 | |
| }, | |
| { | |
| "epoch": 892.12, | |
| "learning_rate": 9.967179487179488e-05, | |
| "loss": 0.0516, | |
| "step": 15175 | |
| }, | |
| { | |
| "epoch": 893.59, | |
| "learning_rate": 9.915897435897436e-05, | |
| "loss": 0.0518, | |
| "step": 15200 | |
| }, | |
| { | |
| "epoch": 895.06, | |
| "learning_rate": 9.864615384615385e-05, | |
| "loss": 0.0521, | |
| "step": 15225 | |
| }, | |
| { | |
| "epoch": 896.53, | |
| "learning_rate": 9.813333333333334e-05, | |
| "loss": 0.0508, | |
| "step": 15250 | |
| }, | |
| { | |
| "epoch": 898.0, | |
| "learning_rate": 9.762051282051282e-05, | |
| "loss": 0.0507, | |
| "step": 15275 | |
| }, | |
| { | |
| "epoch": 899.47, | |
| "learning_rate": 9.710769230769231e-05, | |
| "loss": 0.0506, | |
| "step": 15300 | |
| }, | |
| { | |
| "epoch": 900.94, | |
| "learning_rate": 9.65948717948718e-05, | |
| "loss": 0.0496, | |
| "step": 15325 | |
| }, | |
| { | |
| "epoch": 902.41, | |
| "learning_rate": 9.608205128205128e-05, | |
| "loss": 0.052, | |
| "step": 15350 | |
| }, | |
| { | |
| "epoch": 903.88, | |
| "learning_rate": 9.556923076923078e-05, | |
| "loss": 0.05, | |
| "step": 15375 | |
| }, | |
| { | |
| "epoch": 905.35, | |
| "learning_rate": 9.505641025641026e-05, | |
| "loss": 0.0498, | |
| "step": 15400 | |
| }, | |
| { | |
| "epoch": 906.82, | |
| "learning_rate": 9.454358974358974e-05, | |
| "loss": 0.0501, | |
| "step": 15425 | |
| }, | |
| { | |
| "epoch": 908.29, | |
| "learning_rate": 9.403076923076923e-05, | |
| "loss": 0.0512, | |
| "step": 15450 | |
| }, | |
| { | |
| "epoch": 909.76, | |
| "learning_rate": 9.351794871794872e-05, | |
| "loss": 0.0499, | |
| "step": 15475 | |
| }, | |
| { | |
| "epoch": 911.24, | |
| "learning_rate": 9.300512820512822e-05, | |
| "loss": 0.05, | |
| "step": 15500 | |
| }, | |
| { | |
| "epoch": 912.71, | |
| "learning_rate": 9.24923076923077e-05, | |
| "loss": 0.0516, | |
| "step": 15525 | |
| }, | |
| { | |
| "epoch": 914.18, | |
| "learning_rate": 9.197948717948719e-05, | |
| "loss": 0.0517, | |
| "step": 15550 | |
| }, | |
| { | |
| "epoch": 915.65, | |
| "learning_rate": 9.146666666666666e-05, | |
| "loss": 0.0499, | |
| "step": 15575 | |
| }, | |
| { | |
| "epoch": 917.12, | |
| "learning_rate": 9.095384615384616e-05, | |
| "loss": 0.0531, | |
| "step": 15600 | |
| }, | |
| { | |
| "epoch": 918.59, | |
| "learning_rate": 9.044102564102565e-05, | |
| "loss": 0.0502, | |
| "step": 15625 | |
| }, | |
| { | |
| "epoch": 920.06, | |
| "learning_rate": 8.992820512820514e-05, | |
| "loss": 0.0495, | |
| "step": 15650 | |
| }, | |
| { | |
| "epoch": 921.53, | |
| "learning_rate": 8.941538461538462e-05, | |
| "loss": 0.0499, | |
| "step": 15675 | |
| }, | |
| { | |
| "epoch": 923.0, | |
| "learning_rate": 8.890256410256411e-05, | |
| "loss": 0.0515, | |
| "step": 15700 | |
| }, | |
| { | |
| "epoch": 924.47, | |
| "learning_rate": 8.83897435897436e-05, | |
| "loss": 0.0491, | |
| "step": 15725 | |
| }, | |
| { | |
| "epoch": 925.94, | |
| "learning_rate": 8.787692307692308e-05, | |
| "loss": 0.0491, | |
| "step": 15750 | |
| }, | |
| { | |
| "epoch": 927.41, | |
| "learning_rate": 8.736410256410257e-05, | |
| "loss": 0.0482, | |
| "step": 15775 | |
| }, | |
| { | |
| "epoch": 928.88, | |
| "learning_rate": 8.685128205128206e-05, | |
| "loss": 0.0487, | |
| "step": 15800 | |
| }, | |
| { | |
| "epoch": 930.35, | |
| "learning_rate": 8.633846153846154e-05, | |
| "loss": 0.0494, | |
| "step": 15825 | |
| }, | |
| { | |
| "epoch": 931.82, | |
| "learning_rate": 8.582564102564103e-05, | |
| "loss": 0.0491, | |
| "step": 15850 | |
| }, | |
| { | |
| "epoch": 933.29, | |
| "learning_rate": 8.531282051282051e-05, | |
| "loss": 0.0483, | |
| "step": 15875 | |
| }, | |
| { | |
| "epoch": 934.76, | |
| "learning_rate": 8.48e-05, | |
| "loss": 0.048, | |
| "step": 15900 | |
| }, | |
| { | |
| "epoch": 936.24, | |
| "learning_rate": 8.428717948717949e-05, | |
| "loss": 0.0488, | |
| "step": 15925 | |
| }, | |
| { | |
| "epoch": 937.71, | |
| "learning_rate": 8.377435897435897e-05, | |
| "loss": 0.0494, | |
| "step": 15950 | |
| }, | |
| { | |
| "epoch": 939.18, | |
| "learning_rate": 8.326153846153847e-05, | |
| "loss": 0.0491, | |
| "step": 15975 | |
| }, | |
| { | |
| "epoch": 940.65, | |
| "learning_rate": 8.274871794871796e-05, | |
| "loss": 0.0482, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 940.65, | |
| "eval_loss": 5.62109375, | |
| "eval_runtime": 164.5773, | |
| "eval_samples_per_second": 1.653, | |
| "eval_steps_per_second": 0.103, | |
| "eval_wer": 136.06983655274888, | |
| "step": 16000 | |
| }, | |
| { | |
| "epoch": 942.12, | |
| "learning_rate": 8.223589743589743e-05, | |
| "loss": 0.0492, | |
| "step": 16025 | |
| }, | |
| { | |
| "epoch": 943.59, | |
| "learning_rate": 8.172307692307692e-05, | |
| "loss": 0.0485, | |
| "step": 16050 | |
| }, | |
| { | |
| "epoch": 945.06, | |
| "learning_rate": 8.121025641025641e-05, | |
| "loss": 0.0489, | |
| "step": 16075 | |
| }, | |
| { | |
| "epoch": 946.53, | |
| "learning_rate": 8.069743589743591e-05, | |
| "loss": 0.0494, | |
| "step": 16100 | |
| }, | |
| { | |
| "epoch": 948.0, | |
| "learning_rate": 8.01846153846154e-05, | |
| "loss": 0.0487, | |
| "step": 16125 | |
| }, | |
| { | |
| "epoch": 949.47, | |
| "learning_rate": 7.967179487179488e-05, | |
| "loss": 0.0473, | |
| "step": 16150 | |
| }, | |
| { | |
| "epoch": 950.94, | |
| "learning_rate": 7.915897435897435e-05, | |
| "loss": 0.0489, | |
| "step": 16175 | |
| }, | |
| { | |
| "epoch": 952.41, | |
| "learning_rate": 7.864615384615385e-05, | |
| "loss": 0.048, | |
| "step": 16200 | |
| }, | |
| { | |
| "epoch": 953.88, | |
| "learning_rate": 7.813333333333334e-05, | |
| "loss": 0.0479, | |
| "step": 16225 | |
| }, | |
| { | |
| "epoch": 955.35, | |
| "learning_rate": 7.762051282051283e-05, | |
| "loss": 0.0549, | |
| "step": 16250 | |
| }, | |
| { | |
| "epoch": 956.82, | |
| "learning_rate": 7.710769230769231e-05, | |
| "loss": 0.0479, | |
| "step": 16275 | |
| }, | |
| { | |
| "epoch": 958.29, | |
| "learning_rate": 7.65948717948718e-05, | |
| "loss": 0.0468, | |
| "step": 16300 | |
| }, | |
| { | |
| "epoch": 959.76, | |
| "learning_rate": 7.608205128205129e-05, | |
| "loss": 0.0477, | |
| "step": 16325 | |
| }, | |
| { | |
| "epoch": 961.24, | |
| "learning_rate": 7.556923076923077e-05, | |
| "loss": 0.0482, | |
| "step": 16350 | |
| }, | |
| { | |
| "epoch": 962.71, | |
| "learning_rate": 7.505641025641026e-05, | |
| "loss": 0.0493, | |
| "step": 16375 | |
| }, | |
| { | |
| "epoch": 964.18, | |
| "learning_rate": 7.454358974358975e-05, | |
| "loss": 0.0499, | |
| "step": 16400 | |
| }, | |
| { | |
| "epoch": 965.65, | |
| "learning_rate": 7.403076923076923e-05, | |
| "loss": 0.0516, | |
| "step": 16425 | |
| }, | |
| { | |
| "epoch": 967.12, | |
| "learning_rate": 7.351794871794873e-05, | |
| "loss": 0.052, | |
| "step": 16450 | |
| }, | |
| { | |
| "epoch": 968.59, | |
| "learning_rate": 7.30051282051282e-05, | |
| "loss": 0.0495, | |
| "step": 16475 | |
| }, | |
| { | |
| "epoch": 970.06, | |
| "learning_rate": 7.249230769230769e-05, | |
| "loss": 0.0495, | |
| "step": 16500 | |
| }, | |
| { | |
| "epoch": 971.53, | |
| "learning_rate": 7.197948717948718e-05, | |
| "loss": 0.0482, | |
| "step": 16525 | |
| }, | |
| { | |
| "epoch": 973.0, | |
| "learning_rate": 7.146666666666666e-05, | |
| "loss": 0.0511, | |
| "step": 16550 | |
| }, | |
| { | |
| "epoch": 974.47, | |
| "learning_rate": 7.095384615384616e-05, | |
| "loss": 0.0487, | |
| "step": 16575 | |
| }, | |
| { | |
| "epoch": 975.94, | |
| "learning_rate": 7.044102564102565e-05, | |
| "loss": 0.049, | |
| "step": 16600 | |
| }, | |
| { | |
| "epoch": 977.41, | |
| "learning_rate": 6.992820512820512e-05, | |
| "loss": 0.048, | |
| "step": 16625 | |
| }, | |
| { | |
| "epoch": 978.88, | |
| "learning_rate": 6.941538461538461e-05, | |
| "loss": 0.0485, | |
| "step": 16650 | |
| }, | |
| { | |
| "epoch": 980.35, | |
| "learning_rate": 6.890256410256411e-05, | |
| "loss": 0.0525, | |
| "step": 16675 | |
| }, | |
| { | |
| "epoch": 981.82, | |
| "learning_rate": 6.83897435897436e-05, | |
| "loss": 0.0478, | |
| "step": 16700 | |
| }, | |
| { | |
| "epoch": 983.29, | |
| "learning_rate": 6.787692307692308e-05, | |
| "loss": 0.0481, | |
| "step": 16725 | |
| }, | |
| { | |
| "epoch": 984.76, | |
| "learning_rate": 6.736410256410257e-05, | |
| "loss": 0.0494, | |
| "step": 16750 | |
| }, | |
| { | |
| "epoch": 986.24, | |
| "learning_rate": 6.685128205128204e-05, | |
| "loss": 0.0468, | |
| "step": 16775 | |
| }, | |
| { | |
| "epoch": 987.71, | |
| "learning_rate": 6.633846153846154e-05, | |
| "loss": 0.0631, | |
| "step": 16800 | |
| }, | |
| { | |
| "epoch": 989.18, | |
| "learning_rate": 6.582564102564103e-05, | |
| "loss": 0.0468, | |
| "step": 16825 | |
| }, | |
| { | |
| "epoch": 990.65, | |
| "learning_rate": 6.531282051282052e-05, | |
| "loss": 0.0464, | |
| "step": 16850 | |
| }, | |
| { | |
| "epoch": 992.12, | |
| "learning_rate": 6.48e-05, | |
| "loss": 0.0625, | |
| "step": 16875 | |
| }, | |
| { | |
| "epoch": 993.59, | |
| "learning_rate": 6.428717948717949e-05, | |
| "loss": 0.0497, | |
| "step": 16900 | |
| }, | |
| { | |
| "epoch": 995.06, | |
| "learning_rate": 6.377435897435898e-05, | |
| "loss": 0.0481, | |
| "step": 16925 | |
| }, | |
| { | |
| "epoch": 996.53, | |
| "learning_rate": 6.326153846153846e-05, | |
| "loss": 0.0484, | |
| "step": 16950 | |
| }, | |
| { | |
| "epoch": 998.0, | |
| "learning_rate": 6.274871794871795e-05, | |
| "loss": 0.0506, | |
| "step": 16975 | |
| }, | |
| { | |
| "epoch": 999.47, | |
| "learning_rate": 6.223589743589744e-05, | |
| "loss": 0.0471, | |
| "step": 17000 | |
| }, | |
| { | |
| "epoch": 999.47, | |
| "eval_loss": 5.6484375, | |
| "eval_runtime": 155.9288, | |
| "eval_samples_per_second": 1.744, | |
| "eval_steps_per_second": 0.109, | |
| "eval_wer": 121.2481426448737, | |
| "step": 17000 | |
| } | |
| ], | |
| "max_steps": 20000, | |
| "num_train_epochs": 1177, | |
| "total_flos": 5.251869494196956e+20, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |