|
{ |
|
"best_metric": 19.299033924960682, |
|
"best_model_checkpoint": "./lab2_id2223/checkpoint-3000", |
|
"epoch": 3.8809831824062098, |
|
"global_step": 3000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 4.800000000000001e-07, |
|
"loss": 0.2225, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 9.800000000000001e-07, |
|
"loss": 0.2081, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.48e-06, |
|
"loss": 0.1992, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 1.98e-06, |
|
"loss": 0.2014, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 2.4800000000000004e-06, |
|
"loss": 0.1914, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 2.9800000000000003e-06, |
|
"loss": 0.1978, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.23, |
|
"learning_rate": 3.48e-06, |
|
"loss": 0.1988, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 3.980000000000001e-06, |
|
"loss": 0.2153, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 4.48e-06, |
|
"loss": 0.1907, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 4.980000000000001e-06, |
|
"loss": 0.1976, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.36, |
|
"learning_rate": 5.480000000000001e-06, |
|
"loss": 0.2256, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 5.98e-06, |
|
"loss": 0.1805, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 6.480000000000001e-06, |
|
"loss": 0.2144, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 0.45, |
|
"learning_rate": 6.98e-06, |
|
"loss": 0.195, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 0.49, |
|
"learning_rate": 7.48e-06, |
|
"loss": 0.2053, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 0.52, |
|
"learning_rate": 7.980000000000002e-06, |
|
"loss": 0.2157, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.55, |
|
"learning_rate": 8.48e-06, |
|
"loss": 0.2062, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 8.96e-06, |
|
"loss": 0.1979, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 0.61, |
|
"learning_rate": 9.460000000000001e-06, |
|
"loss": 0.1868, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 9.960000000000001e-06, |
|
"loss": 0.2211, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 9.934285714285715e-06, |
|
"loss": 0.2049, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 0.71, |
|
"learning_rate": 9.862857142857144e-06, |
|
"loss": 0.1989, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 9.791428571428571e-06, |
|
"loss": 0.2127, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 0.78, |
|
"learning_rate": 9.72e-06, |
|
"loss": 0.2261, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 9.648571428571429e-06, |
|
"loss": 0.2081, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 9.577142857142858e-06, |
|
"loss": 0.2281, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 9.505714285714287e-06, |
|
"loss": 0.204, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 0.91, |
|
"learning_rate": 9.434285714285714e-06, |
|
"loss": 0.2053, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 0.94, |
|
"learning_rate": 9.362857142857143e-06, |
|
"loss": 0.2208, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 9.291428571428572e-06, |
|
"loss": 0.2076, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 9.220000000000002e-06, |
|
"loss": 0.1941, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 9.148571428571429e-06, |
|
"loss": 0.0949, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 9.077142857142858e-06, |
|
"loss": 0.1011, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 9.005714285714287e-06, |
|
"loss": 0.1078, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 8.934285714285716e-06, |
|
"loss": 0.0956, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 8.862857142857143e-06, |
|
"loss": 0.1093, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 8.791428571428572e-06, |
|
"loss": 0.1133, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 1.23, |
|
"learning_rate": 8.720000000000001e-06, |
|
"loss": 0.1128, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 8.64857142857143e-06, |
|
"loss": 0.1068, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 8.577142857142858e-06, |
|
"loss": 0.1015, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"eval_loss": 0.2880099415779114, |
|
"eval_runtime": 2234.5268, |
|
"eval_samples_per_second": 1.343, |
|
"eval_steps_per_second": 0.168, |
|
"eval_wer": 20.41339024938216, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 8.505714285714287e-06, |
|
"loss": 0.1154, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 8.434285714285716e-06, |
|
"loss": 0.1035, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 1.39, |
|
"learning_rate": 8.362857142857143e-06, |
|
"loss": 0.103, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 8.291428571428572e-06, |
|
"loss": 0.1089, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 1.46, |
|
"learning_rate": 8.220000000000001e-06, |
|
"loss": 0.0986, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 1.49, |
|
"learning_rate": 8.148571428571428e-06, |
|
"loss": 0.0999, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"learning_rate": 8.077142857142857e-06, |
|
"loss": 0.1075, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 8.005714285714286e-06, |
|
"loss": 0.1155, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 7.934285714285715e-06, |
|
"loss": 0.0978, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 1.62, |
|
"learning_rate": 7.862857142857143e-06, |
|
"loss": 0.1035, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 7.791428571428572e-06, |
|
"loss": 0.1085, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 7.72e-06, |
|
"loss": 0.1008, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 1.71, |
|
"learning_rate": 7.64857142857143e-06, |
|
"loss": 0.1083, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 1.75, |
|
"learning_rate": 7.577142857142857e-06, |
|
"loss": 0.0918, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 1.78, |
|
"learning_rate": 7.505714285714286e-06, |
|
"loss": 0.1124, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 1.81, |
|
"learning_rate": 7.434285714285715e-06, |
|
"loss": 0.0997, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 7.362857142857144e-06, |
|
"loss": 0.0954, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 1.88, |
|
"learning_rate": 7.291428571428571e-06, |
|
"loss": 0.0946, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 1.91, |
|
"learning_rate": 7.22e-06, |
|
"loss": 0.1, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 7.148571428571429e-06, |
|
"loss": 0.0961, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 1.97, |
|
"learning_rate": 7.077142857142858e-06, |
|
"loss": 0.1074, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 7.0057142857142865e-06, |
|
"loss": 0.0821, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 6.934285714285715e-06, |
|
"loss": 0.0392, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 6.862857142857144e-06, |
|
"loss": 0.0371, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 6.791428571428572e-06, |
|
"loss": 0.0441, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 6.720000000000001e-06, |
|
"loss": 0.0416, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 2.17, |
|
"learning_rate": 6.648571428571429e-06, |
|
"loss": 0.0434, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 6.577142857142857e-06, |
|
"loss": 0.0457, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 6.505714285714286e-06, |
|
"loss": 0.0376, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 6.434285714285715e-06, |
|
"loss": 0.039, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 2.3, |
|
"learning_rate": 6.3628571428571426e-06, |
|
"loss": 0.0405, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 6.2914285714285716e-06, |
|
"loss": 0.0352, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 6.220000000000001e-06, |
|
"loss": 0.0397, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 2.39, |
|
"learning_rate": 6.14857142857143e-06, |
|
"loss": 0.0396, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 2.43, |
|
"learning_rate": 6.077142857142858e-06, |
|
"loss": 0.0388, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 2.46, |
|
"learning_rate": 6.005714285714286e-06, |
|
"loss": 0.038, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 2.49, |
|
"learning_rate": 5.934285714285715e-06, |
|
"loss": 0.0391, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 5.862857142857143e-06, |
|
"loss": 0.0358, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 2.55, |
|
"learning_rate": 5.791428571428572e-06, |
|
"loss": 0.0399, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"learning_rate": 5.72e-06, |
|
"loss": 0.0387, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.59, |
|
"eval_loss": 0.29592692852020264, |
|
"eval_runtime": 2465.3193, |
|
"eval_samples_per_second": 1.217, |
|
"eval_steps_per_second": 0.152, |
|
"eval_wer": 19.680970568411592, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 5.6485714285714285e-06, |
|
"loss": 0.0349, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 2.65, |
|
"learning_rate": 5.5771428571428575e-06, |
|
"loss": 0.0395, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 5.5057142857142865e-06, |
|
"loss": 0.0403, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 2.72, |
|
"learning_rate": 5.4342857142857155e-06, |
|
"loss": 0.043, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 2.75, |
|
"learning_rate": 5.362857142857143e-06, |
|
"loss": 0.0443, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"learning_rate": 5.291428571428572e-06, |
|
"loss": 0.0421, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 5.220000000000001e-06, |
|
"loss": 0.0354, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 2.85, |
|
"learning_rate": 5.14857142857143e-06, |
|
"loss": 0.0393, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 2.88, |
|
"learning_rate": 5.077142857142857e-06, |
|
"loss": 0.0371, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 5.005714285714286e-06, |
|
"loss": 0.0354, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 2.94, |
|
"learning_rate": 4.934285714285715e-06, |
|
"loss": 0.043, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"learning_rate": 4.862857142857143e-06, |
|
"loss": 0.0356, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 4.7914285714285715e-06, |
|
"loss": 0.038, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 4.7200000000000005e-06, |
|
"loss": 0.0162, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 3.07, |
|
"learning_rate": 4.648571428571429e-06, |
|
"loss": 0.0175, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 3.1, |
|
"learning_rate": 4.577142857142858e-06, |
|
"loss": 0.0143, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 3.14, |
|
"learning_rate": 4.505714285714286e-06, |
|
"loss": 0.0165, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 3.17, |
|
"learning_rate": 4.434285714285715e-06, |
|
"loss": 0.0176, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 4.362857142857143e-06, |
|
"loss": 0.0148, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 4.291428571428572e-06, |
|
"loss": 0.0157, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.27, |
|
"learning_rate": 4.22e-06, |
|
"loss": 0.0147, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 3.3, |
|
"learning_rate": 4.151428571428572e-06, |
|
"loss": 0.016, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 4.08e-06, |
|
"loss": 0.0153, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 3.36, |
|
"learning_rate": 4.008571428571429e-06, |
|
"loss": 0.0135, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 3.4, |
|
"learning_rate": 3.937142857142858e-06, |
|
"loss": 0.0194, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 3.43, |
|
"learning_rate": 3.865714285714286e-06, |
|
"loss": 0.0155, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 3.46, |
|
"learning_rate": 3.7942857142857147e-06, |
|
"loss": 0.0127, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 3.49, |
|
"learning_rate": 3.722857142857143e-06, |
|
"loss": 0.0148, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 3.53, |
|
"learning_rate": 3.651428571428572e-06, |
|
"loss": 0.0167, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 3.56, |
|
"learning_rate": 3.58e-06, |
|
"loss": 0.0181, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 3.59, |
|
"learning_rate": 3.508571428571429e-06, |
|
"loss": 0.0155, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 3.437142857142857e-06, |
|
"loss": 0.0157, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 3.65, |
|
"learning_rate": 3.3657142857142862e-06, |
|
"loss": 0.0142, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 3.69, |
|
"learning_rate": 3.2942857142857144e-06, |
|
"loss": 0.0156, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 3.72, |
|
"learning_rate": 3.222857142857143e-06, |
|
"loss": 0.0156, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 3.75, |
|
"learning_rate": 3.151428571428572e-06, |
|
"loss": 0.0189, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 3.78, |
|
"learning_rate": 3.08e-06, |
|
"loss": 0.0133, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 3.82, |
|
"learning_rate": 3.008571428571429e-06, |
|
"loss": 0.0151, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 3.85, |
|
"learning_rate": 2.9371428571428573e-06, |
|
"loss": 0.0176, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 3.88, |
|
"learning_rate": 2.865714285714286e-06, |
|
"loss": 0.0126, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 3.88, |
|
"eval_loss": 0.3103422224521637, |
|
"eval_runtime": 2600.9697, |
|
"eval_samples_per_second": 1.153, |
|
"eval_steps_per_second": 0.144, |
|
"eval_wer": 19.299033924960682, |
|
"step": 3000 |
|
} |
|
], |
|
"max_steps": 4000, |
|
"num_train_epochs": 6, |
|
"total_flos": 1.384517316575232e+19, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|