|
{ |
|
"best_metric": 39.72011741415796, |
|
"best_model_checkpoint": "./checkpoint-4500", |
|
"epoch": 15.01, |
|
"eval_steps": 500, |
|
"global_step": 5000, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 4.6e-07, |
|
"loss": 1.447, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 9.6e-07, |
|
"loss": 1.2062, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.01, |
|
"learning_rate": 9.953535353535352e-07, |
|
"loss": 0.9199, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 0.02, |
|
"learning_rate": 9.903030303030303e-07, |
|
"loss": 0.8626, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 9.852525252525253e-07, |
|
"loss": 0.6832, |
|
"step": 125 |
|
}, |
|
{ |
|
"epoch": 0.03, |
|
"learning_rate": 9.802020202020202e-07, |
|
"loss": 0.6653, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 9.751515151515151e-07, |
|
"loss": 0.5903, |
|
"step": 175 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 9.7010101010101e-07, |
|
"loss": 0.6102, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.04, |
|
"learning_rate": 9.65050505050505e-07, |
|
"loss": 0.5404, |
|
"step": 225 |
|
}, |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 9.6e-07, |
|
"loss": 0.5417, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 9.549494949494948e-07, |
|
"loss": 0.4839, |
|
"step": 275 |
|
}, |
|
{ |
|
"epoch": 0.06, |
|
"learning_rate": 9.498989898989899e-07, |
|
"loss": 0.6314, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 9.448484848484848e-07, |
|
"loss": 0.4998, |
|
"step": 325 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 9.397979797979797e-07, |
|
"loss": 0.5843, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 9.347474747474747e-07, |
|
"loss": 0.5397, |
|
"step": 375 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"learning_rate": 9.296969696969696e-07, |
|
"loss": 0.483, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 9.246464646464645e-07, |
|
"loss": 0.5599, |
|
"step": 425 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 9.195959595959596e-07, |
|
"loss": 0.4669, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 9.145454545454545e-07, |
|
"loss": 0.4666, |
|
"step": 475 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"learning_rate": 9.094949494949494e-07, |
|
"loss": 0.4531, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.03, |
|
"eval_loss": 0.6448386907577515, |
|
"eval_runtime": 2680.2862, |
|
"eval_samples_per_second": 3.935, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 50.73929961089494, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 9.044444444444445e-07, |
|
"loss": 0.4615, |
|
"step": 525 |
|
}, |
|
{ |
|
"epoch": 1.04, |
|
"learning_rate": 8.993939393939394e-07, |
|
"loss": 0.4126, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 8.943434343434342e-07, |
|
"loss": 0.4149, |
|
"step": 575 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 8.892929292929292e-07, |
|
"loss": 0.3856, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 8.842424242424242e-07, |
|
"loss": 0.503, |
|
"step": 625 |
|
}, |
|
{ |
|
"epoch": 1.06, |
|
"learning_rate": 8.791919191919191e-07, |
|
"loss": 0.3849, |
|
"step": 650 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 8.741414141414141e-07, |
|
"loss": 0.4925, |
|
"step": 675 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 8.690909090909091e-07, |
|
"loss": 0.4559, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 2.01, |
|
"learning_rate": 8.64040404040404e-07, |
|
"loss": 0.4114, |
|
"step": 725 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 8.58989898989899e-07, |
|
"loss": 0.4575, |
|
"step": 750 |
|
}, |
|
{ |
|
"epoch": 2.02, |
|
"learning_rate": 8.539393939393939e-07, |
|
"loss": 0.396, |
|
"step": 775 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 8.488888888888888e-07, |
|
"loss": 0.4015, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 8.438383838383838e-07, |
|
"loss": 0.3955, |
|
"step": 825 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 8.387878787878787e-07, |
|
"loss": 0.375, |
|
"step": 850 |
|
}, |
|
{ |
|
"epoch": 2.04, |
|
"learning_rate": 8.337373737373737e-07, |
|
"loss": 0.369, |
|
"step": 875 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 8.286868686868687e-07, |
|
"loss": 0.3435, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 8.236363636363636e-07, |
|
"loss": 0.3368, |
|
"step": 925 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 8.185858585858586e-07, |
|
"loss": 0.4251, |
|
"step": 950 |
|
}, |
|
{ |
|
"epoch": 2.06, |
|
"learning_rate": 8.135353535353536e-07, |
|
"loss": 0.3489, |
|
"step": 975 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 8.084848484848484e-07, |
|
"loss": 0.4031, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 0.5755370259284973, |
|
"eval_runtime": 2679.7676, |
|
"eval_samples_per_second": 3.936, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 46.50010239606799, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 8.034343434343433e-07, |
|
"loss": 0.404, |
|
"step": 1025 |
|
}, |
|
{ |
|
"epoch": 3.01, |
|
"learning_rate": 7.983838383838384e-07, |
|
"loss": 0.3739, |
|
"step": 1050 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 7.933333333333333e-07, |
|
"loss": 0.3828, |
|
"step": 1075 |
|
}, |
|
{ |
|
"epoch": 3.02, |
|
"learning_rate": 7.882828282828282e-07, |
|
"loss": 0.3757, |
|
"step": 1100 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 7.832323232323233e-07, |
|
"loss": 0.3461, |
|
"step": 1125 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 7.781818181818182e-07, |
|
"loss": 0.3482, |
|
"step": 1150 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 7.731313131313131e-07, |
|
"loss": 0.327, |
|
"step": 1175 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"learning_rate": 7.68080808080808e-07, |
|
"loss": 0.3374, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 7.63030303030303e-07, |
|
"loss": 0.294, |
|
"step": 1225 |
|
}, |
|
{ |
|
"epoch": 3.05, |
|
"learning_rate": 7.579797979797979e-07, |
|
"loss": 0.3151, |
|
"step": 1250 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 7.529292929292928e-07, |
|
"loss": 0.3525, |
|
"step": 1275 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 7.478787878787879e-07, |
|
"loss": 0.3425, |
|
"step": 1300 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 7.428282828282828e-07, |
|
"loss": 0.3327, |
|
"step": 1325 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 7.377777777777777e-07, |
|
"loss": 0.3716, |
|
"step": 1350 |
|
}, |
|
{ |
|
"epoch": 4.01, |
|
"learning_rate": 7.327272727272728e-07, |
|
"loss": 0.3497, |
|
"step": 1375 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 7.276767676767677e-07, |
|
"loss": 0.3224, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 4.02, |
|
"learning_rate": 7.226262626262625e-07, |
|
"loss": 0.3713, |
|
"step": 1425 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 7.175757575757575e-07, |
|
"loss": 0.3016, |
|
"step": 1450 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 7.125252525252525e-07, |
|
"loss": 0.3327, |
|
"step": 1475 |
|
}, |
|
{ |
|
"epoch": 4.04, |
|
"learning_rate": 7.074747474747474e-07, |
|
"loss": 0.2745, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 4.04, |
|
"eval_loss": 0.5389129519462585, |
|
"eval_runtime": 2674.3453, |
|
"eval_samples_per_second": 3.944, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 43.71902518943273, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 4.04, |
|
"learning_rate": 7.024242424242424e-07, |
|
"loss": 0.3222, |
|
"step": 1525 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 6.973737373737374e-07, |
|
"loss": 0.2568, |
|
"step": 1550 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"learning_rate": 6.923232323232323e-07, |
|
"loss": 0.2884, |
|
"step": 1575 |
|
}, |
|
{ |
|
"epoch": 4.06, |
|
"learning_rate": 6.872727272727273e-07, |
|
"loss": 0.2843, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 4.06, |
|
"learning_rate": 6.822222222222221e-07, |
|
"loss": 0.3463, |
|
"step": 1625 |
|
}, |
|
{ |
|
"epoch": 4.07, |
|
"learning_rate": 6.771717171717171e-07, |
|
"loss": 0.2729, |
|
"step": 1650 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 6.721212121212121e-07, |
|
"loss": 0.3626, |
|
"step": 1675 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 6.67070707070707e-07, |
|
"loss": 0.3229, |
|
"step": 1700 |
|
}, |
|
{ |
|
"epoch": 5.01, |
|
"learning_rate": 6.62020202020202e-07, |
|
"loss": 0.2853, |
|
"step": 1725 |
|
}, |
|
{ |
|
"epoch": 5.02, |
|
"learning_rate": 6.56969696969697e-07, |
|
"loss": 0.3527, |
|
"step": 1750 |
|
}, |
|
{ |
|
"epoch": 5.03, |
|
"learning_rate": 6.519191919191919e-07, |
|
"loss": 0.2876, |
|
"step": 1775 |
|
}, |
|
{ |
|
"epoch": 5.03, |
|
"learning_rate": 6.468686868686868e-07, |
|
"loss": 0.2958, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 5.04, |
|
"learning_rate": 6.418181818181818e-07, |
|
"loss": 0.2592, |
|
"step": 1825 |
|
}, |
|
{ |
|
"epoch": 5.04, |
|
"learning_rate": 6.367676767676767e-07, |
|
"loss": 0.2922, |
|
"step": 1850 |
|
}, |
|
{ |
|
"epoch": 5.04, |
|
"learning_rate": 6.317171717171716e-07, |
|
"loss": 0.2516, |
|
"step": 1875 |
|
}, |
|
{ |
|
"epoch": 5.05, |
|
"learning_rate": 6.266666666666667e-07, |
|
"loss": 0.2588, |
|
"step": 1900 |
|
}, |
|
{ |
|
"epoch": 5.05, |
|
"learning_rate": 6.216161616161616e-07, |
|
"loss": 0.2404, |
|
"step": 1925 |
|
}, |
|
{ |
|
"epoch": 5.06, |
|
"learning_rate": 6.165656565656565e-07, |
|
"loss": 0.3323, |
|
"step": 1950 |
|
}, |
|
{ |
|
"epoch": 5.07, |
|
"learning_rate": 6.115151515151516e-07, |
|
"loss": 0.251, |
|
"step": 1975 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"learning_rate": 6.064646464646465e-07, |
|
"loss": 0.336, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 0.5165684819221497, |
|
"eval_runtime": 2687.4563, |
|
"eval_samples_per_second": 3.925, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 42.40562495733497, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 6.014141414141413e-07, |
|
"loss": 0.3095, |
|
"step": 2025 |
|
}, |
|
{ |
|
"epoch": 6.01, |
|
"learning_rate": 5.963636363636363e-07, |
|
"loss": 0.263, |
|
"step": 2050 |
|
}, |
|
{ |
|
"epoch": 6.02, |
|
"learning_rate": 5.913131313131313e-07, |
|
"loss": 0.3225, |
|
"step": 2075 |
|
}, |
|
{ |
|
"epoch": 6.02, |
|
"learning_rate": 5.862626262626262e-07, |
|
"loss": 0.2666, |
|
"step": 2100 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"learning_rate": 5.812121212121212e-07, |
|
"loss": 0.2649, |
|
"step": 2125 |
|
}, |
|
{ |
|
"epoch": 6.03, |
|
"learning_rate": 5.761616161616162e-07, |
|
"loss": 0.2585, |
|
"step": 2150 |
|
}, |
|
{ |
|
"epoch": 6.04, |
|
"learning_rate": 5.711111111111111e-07, |
|
"loss": 0.2639, |
|
"step": 2175 |
|
}, |
|
{ |
|
"epoch": 6.04, |
|
"learning_rate": 5.660606060606061e-07, |
|
"loss": 0.2388, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 6.05, |
|
"learning_rate": 5.610101010101009e-07, |
|
"loss": 0.2425, |
|
"step": 2225 |
|
}, |
|
{ |
|
"epoch": 6.05, |
|
"learning_rate": 5.559595959595959e-07, |
|
"loss": 0.2217, |
|
"step": 2250 |
|
}, |
|
{ |
|
"epoch": 6.06, |
|
"learning_rate": 5.509090909090909e-07, |
|
"loss": 0.3125, |
|
"step": 2275 |
|
}, |
|
{ |
|
"epoch": 6.06, |
|
"learning_rate": 5.458585858585858e-07, |
|
"loss": 0.2252, |
|
"step": 2300 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"learning_rate": 5.408080808080808e-07, |
|
"loss": 0.3136, |
|
"step": 2325 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 5.357575757575758e-07, |
|
"loss": 0.2938, |
|
"step": 2350 |
|
}, |
|
{ |
|
"epoch": 7.01, |
|
"learning_rate": 5.307070707070707e-07, |
|
"loss": 0.2586, |
|
"step": 2375 |
|
}, |
|
{ |
|
"epoch": 7.02, |
|
"learning_rate": 5.256565656565657e-07, |
|
"loss": 0.2889, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 7.02, |
|
"learning_rate": 5.206060606060607e-07, |
|
"loss": 0.2535, |
|
"step": 2425 |
|
}, |
|
{ |
|
"epoch": 7.03, |
|
"learning_rate": 5.155555555555555e-07, |
|
"loss": 0.2527, |
|
"step": 2450 |
|
}, |
|
{ |
|
"epoch": 7.03, |
|
"learning_rate": 5.105050505050504e-07, |
|
"loss": 0.2468, |
|
"step": 2475 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"learning_rate": 5.054545454545454e-07, |
|
"loss": 0.2429, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"eval_loss": 0.50449538230896, |
|
"eval_runtime": 2691.9546, |
|
"eval_samples_per_second": 3.918, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 41.18096798416274, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 7.04, |
|
"learning_rate": 5.004040404040404e-07, |
|
"loss": 0.2291, |
|
"step": 2525 |
|
}, |
|
{ |
|
"epoch": 7.05, |
|
"learning_rate": 4.953535353535353e-07, |
|
"loss": 0.2151, |
|
"step": 2550 |
|
}, |
|
{ |
|
"epoch": 7.05, |
|
"learning_rate": 4.903030303030302e-07, |
|
"loss": 0.2196, |
|
"step": 2575 |
|
}, |
|
{ |
|
"epoch": 7.06, |
|
"learning_rate": 4.852525252525253e-07, |
|
"loss": 0.2827, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 7.06, |
|
"learning_rate": 4.802020202020202e-07, |
|
"loss": 0.2262, |
|
"step": 2625 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 4.7515151515151514e-07, |
|
"loss": 0.2713, |
|
"step": 2650 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.701010101010101e-07, |
|
"loss": 0.2776, |
|
"step": 2675 |
|
}, |
|
{ |
|
"epoch": 8.01, |
|
"learning_rate": 4.65050505050505e-07, |
|
"loss": 0.2581, |
|
"step": 2700 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"learning_rate": 4.6e-07, |
|
"loss": 0.2559, |
|
"step": 2725 |
|
}, |
|
{ |
|
"epoch": 8.02, |
|
"learning_rate": 4.549494949494949e-07, |
|
"loss": 0.2657, |
|
"step": 2750 |
|
}, |
|
{ |
|
"epoch": 8.03, |
|
"learning_rate": 4.498989898989899e-07, |
|
"loss": 0.233, |
|
"step": 2775 |
|
}, |
|
{ |
|
"epoch": 8.03, |
|
"learning_rate": 4.448484848484848e-07, |
|
"loss": 0.236, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 8.04, |
|
"learning_rate": 4.3979797979797977e-07, |
|
"loss": 0.2141, |
|
"step": 2825 |
|
}, |
|
{ |
|
"epoch": 8.04, |
|
"learning_rate": 4.3474747474747475e-07, |
|
"loss": 0.233, |
|
"step": 2850 |
|
}, |
|
{ |
|
"epoch": 8.05, |
|
"learning_rate": 4.296969696969697e-07, |
|
"loss": 0.1993, |
|
"step": 2875 |
|
}, |
|
{ |
|
"epoch": 8.05, |
|
"learning_rate": 4.246464646464646e-07, |
|
"loss": 0.2134, |
|
"step": 2900 |
|
}, |
|
{ |
|
"epoch": 8.06, |
|
"learning_rate": 4.1959595959595955e-07, |
|
"loss": 0.2408, |
|
"step": 2925 |
|
}, |
|
{ |
|
"epoch": 8.06, |
|
"learning_rate": 4.1454545454545453e-07, |
|
"loss": 0.2425, |
|
"step": 2950 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"learning_rate": 4.0949494949494946e-07, |
|
"loss": 0.2227, |
|
"step": 2975 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 4.044444444444444e-07, |
|
"loss": 0.2852, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"eval_loss": 0.4940944314002991, |
|
"eval_runtime": 2678.7609, |
|
"eval_samples_per_second": 3.937, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 40.64441258788996, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 9.01, |
|
"learning_rate": 3.993939393939394e-07, |
|
"loss": 0.2513, |
|
"step": 3025 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"learning_rate": 3.943434343434343e-07, |
|
"loss": 0.2307, |
|
"step": 3050 |
|
}, |
|
{ |
|
"epoch": 9.02, |
|
"learning_rate": 3.892929292929293e-07, |
|
"loss": 0.2637, |
|
"step": 3075 |
|
}, |
|
{ |
|
"epoch": 9.03, |
|
"learning_rate": 3.8424242424242423e-07, |
|
"loss": 0.2197, |
|
"step": 3100 |
|
}, |
|
{ |
|
"epoch": 9.03, |
|
"learning_rate": 3.7919191919191916e-07, |
|
"loss": 0.2289, |
|
"step": 3125 |
|
}, |
|
{ |
|
"epoch": 9.04, |
|
"learning_rate": 3.7414141414141414e-07, |
|
"loss": 0.1967, |
|
"step": 3150 |
|
}, |
|
{ |
|
"epoch": 9.04, |
|
"learning_rate": 3.690909090909091e-07, |
|
"loss": 0.2304, |
|
"step": 3175 |
|
}, |
|
{ |
|
"epoch": 9.05, |
|
"learning_rate": 3.6404040404040406e-07, |
|
"loss": 0.1926, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 9.05, |
|
"learning_rate": 3.5898989898989894e-07, |
|
"loss": 0.2027, |
|
"step": 3225 |
|
}, |
|
{ |
|
"epoch": 9.06, |
|
"learning_rate": 3.539393939393939e-07, |
|
"loss": 0.205, |
|
"step": 3250 |
|
}, |
|
{ |
|
"epoch": 9.06, |
|
"learning_rate": 3.488888888888889e-07, |
|
"loss": 0.2529, |
|
"step": 3275 |
|
}, |
|
{ |
|
"epoch": 9.07, |
|
"learning_rate": 3.4383838383838384e-07, |
|
"loss": 0.1958, |
|
"step": 3300 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 3.3878787878787877e-07, |
|
"loss": 0.2827, |
|
"step": 3325 |
|
}, |
|
{ |
|
"epoch": 10.01, |
|
"learning_rate": 3.337373737373737e-07, |
|
"loss": 0.2434, |
|
"step": 3350 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"learning_rate": 3.286868686868687e-07, |
|
"loss": 0.216, |
|
"step": 3375 |
|
}, |
|
{ |
|
"epoch": 10.02, |
|
"learning_rate": 3.236363636363636e-07, |
|
"loss": 0.2628, |
|
"step": 3400 |
|
}, |
|
{ |
|
"epoch": 10.03, |
|
"learning_rate": 3.1858585858585855e-07, |
|
"loss": 0.2141, |
|
"step": 3425 |
|
}, |
|
{ |
|
"epoch": 10.03, |
|
"learning_rate": 3.1353535353535353e-07, |
|
"loss": 0.2097, |
|
"step": 3450 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"learning_rate": 3.0848484848484847e-07, |
|
"loss": 0.1984, |
|
"step": 3475 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"learning_rate": 3.0343434343434345e-07, |
|
"loss": 0.2217, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"eval_loss": 0.4887745678424835, |
|
"eval_runtime": 2675.8042, |
|
"eval_samples_per_second": 3.942, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 40.110587753430266, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 10.04, |
|
"learning_rate": 2.9838383838383833e-07, |
|
"loss": 0.1831, |
|
"step": 3525 |
|
}, |
|
{ |
|
"epoch": 10.05, |
|
"learning_rate": 2.933333333333333e-07, |
|
"loss": 0.2014, |
|
"step": 3550 |
|
}, |
|
{ |
|
"epoch": 10.05, |
|
"learning_rate": 2.882828282828283e-07, |
|
"loss": 0.1742, |
|
"step": 3575 |
|
}, |
|
{ |
|
"epoch": 10.06, |
|
"learning_rate": 2.8323232323232323e-07, |
|
"loss": 0.2636, |
|
"step": 3600 |
|
}, |
|
{ |
|
"epoch": 10.06, |
|
"learning_rate": 2.7818181818181816e-07, |
|
"loss": 0.1826, |
|
"step": 3625 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"learning_rate": 2.731313131313131e-07, |
|
"loss": 0.261, |
|
"step": 3650 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 2.680808080808081e-07, |
|
"loss": 0.2434, |
|
"step": 3675 |
|
}, |
|
{ |
|
"epoch": 11.01, |
|
"learning_rate": 2.63030303030303e-07, |
|
"loss": 0.2108, |
|
"step": 3700 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"learning_rate": 2.5797979797979794e-07, |
|
"loss": 0.2477, |
|
"step": 3725 |
|
}, |
|
{ |
|
"epoch": 11.02, |
|
"learning_rate": 2.529292929292929e-07, |
|
"loss": 0.2099, |
|
"step": 3750 |
|
}, |
|
{ |
|
"epoch": 11.03, |
|
"learning_rate": 2.4787878787878786e-07, |
|
"loss": 0.2025, |
|
"step": 3775 |
|
}, |
|
{ |
|
"epoch": 11.03, |
|
"learning_rate": 2.4282828282828284e-07, |
|
"loss": 0.1996, |
|
"step": 3800 |
|
}, |
|
{ |
|
"epoch": 11.04, |
|
"learning_rate": 2.3777777777777777e-07, |
|
"loss": 0.2068, |
|
"step": 3825 |
|
}, |
|
{ |
|
"epoch": 11.04, |
|
"learning_rate": 2.3272727272727273e-07, |
|
"loss": 0.1837, |
|
"step": 3850 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"learning_rate": 2.2767676767676766e-07, |
|
"loss": 0.1894, |
|
"step": 3875 |
|
}, |
|
{ |
|
"epoch": 11.05, |
|
"learning_rate": 2.2262626262626262e-07, |
|
"loss": 0.1692, |
|
"step": 3900 |
|
}, |
|
{ |
|
"epoch": 11.06, |
|
"learning_rate": 2.1757575757575758e-07, |
|
"loss": 0.2537, |
|
"step": 3925 |
|
}, |
|
{ |
|
"epoch": 11.06, |
|
"learning_rate": 2.1252525252525254e-07, |
|
"loss": 0.1746, |
|
"step": 3950 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"learning_rate": 2.0747474747474747e-07, |
|
"loss": 0.2555, |
|
"step": 3975 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 2.0242424242424242e-07, |
|
"loss": 0.2384, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"eval_loss": 0.48731526732444763, |
|
"eval_runtime": 2698.6, |
|
"eval_samples_per_second": 3.908, |
|
"eval_steps_per_second": 0.122, |
|
"eval_wer": 39.9208137074203, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 12.01, |
|
"learning_rate": 1.9737373737373736e-07, |
|
"loss": 0.212, |
|
"step": 4025 |
|
}, |
|
{ |
|
"epoch": 12.02, |
|
"learning_rate": 1.9232323232323231e-07, |
|
"loss": 0.2351, |
|
"step": 4050 |
|
}, |
|
{ |
|
"epoch": 12.02, |
|
"learning_rate": 1.8727272727272727e-07, |
|
"loss": 0.2033, |
|
"step": 4075 |
|
}, |
|
{ |
|
"epoch": 12.03, |
|
"learning_rate": 1.8222222222222223e-07, |
|
"loss": 0.2018, |
|
"step": 4100 |
|
}, |
|
{ |
|
"epoch": 12.03, |
|
"learning_rate": 1.7737373737373736e-07, |
|
"loss": 0.1997, |
|
"step": 4125 |
|
}, |
|
{ |
|
"epoch": 12.04, |
|
"learning_rate": 1.7232323232323232e-07, |
|
"loss": 0.1918, |
|
"step": 4150 |
|
}, |
|
{ |
|
"epoch": 12.04, |
|
"learning_rate": 1.6727272727272725e-07, |
|
"loss": 0.1905, |
|
"step": 4175 |
|
}, |
|
{ |
|
"epoch": 12.05, |
|
"learning_rate": 1.622222222222222e-07, |
|
"loss": 0.1716, |
|
"step": 4200 |
|
}, |
|
{ |
|
"epoch": 12.05, |
|
"learning_rate": 1.5717171717171717e-07, |
|
"loss": 0.178, |
|
"step": 4225 |
|
}, |
|
{ |
|
"epoch": 12.06, |
|
"learning_rate": 1.5212121212121213e-07, |
|
"loss": 0.2347, |
|
"step": 4250 |
|
}, |
|
{ |
|
"epoch": 12.06, |
|
"learning_rate": 1.4707070707070706e-07, |
|
"loss": 0.1808, |
|
"step": 4275 |
|
}, |
|
{ |
|
"epoch": 13.0, |
|
"learning_rate": 1.4202020202020202e-07, |
|
"loss": 0.224, |
|
"step": 4300 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 1.3696969696969695e-07, |
|
"loss": 0.2412, |
|
"step": 4325 |
|
}, |
|
{ |
|
"epoch": 13.01, |
|
"learning_rate": 1.319191919191919e-07, |
|
"loss": 0.2154, |
|
"step": 4350 |
|
}, |
|
{ |
|
"epoch": 13.02, |
|
"learning_rate": 1.2686868686868686e-07, |
|
"loss": 0.2228, |
|
"step": 4375 |
|
}, |
|
{ |
|
"epoch": 13.02, |
|
"learning_rate": 1.218181818181818e-07, |
|
"loss": 0.2142, |
|
"step": 4400 |
|
}, |
|
{ |
|
"epoch": 13.03, |
|
"learning_rate": 1.1676767676767677e-07, |
|
"loss": 0.1944, |
|
"step": 4425 |
|
}, |
|
{ |
|
"epoch": 13.03, |
|
"learning_rate": 1.1171717171717171e-07, |
|
"loss": 0.2003, |
|
"step": 4450 |
|
}, |
|
{ |
|
"epoch": 13.04, |
|
"learning_rate": 1.0666666666666667e-07, |
|
"loss": 0.1805, |
|
"step": 4475 |
|
}, |
|
{ |
|
"epoch": 13.04, |
|
"learning_rate": 1.0161616161616161e-07, |
|
"loss": 0.1889, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 13.04, |
|
"eval_loss": 0.48579299449920654, |
|
"eval_runtime": 2674.4789, |
|
"eval_samples_per_second": 3.944, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 39.72011741415796, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 13.05, |
|
"learning_rate": 9.656565656565656e-08, |
|
"loss": 0.1683, |
|
"step": 4525 |
|
}, |
|
{ |
|
"epoch": 13.05, |
|
"learning_rate": 9.151515151515152e-08, |
|
"loss": 0.1798, |
|
"step": 4550 |
|
}, |
|
{ |
|
"epoch": 13.06, |
|
"learning_rate": 8.646464646464646e-08, |
|
"loss": 0.2081, |
|
"step": 4575 |
|
}, |
|
{ |
|
"epoch": 13.06, |
|
"learning_rate": 8.14141414141414e-08, |
|
"loss": 0.2018, |
|
"step": 4600 |
|
}, |
|
{ |
|
"epoch": 14.0, |
|
"learning_rate": 7.636363636363636e-08, |
|
"loss": 0.2006, |
|
"step": 4625 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 7.131313131313131e-08, |
|
"loss": 0.2452, |
|
"step": 4650 |
|
}, |
|
{ |
|
"epoch": 14.01, |
|
"learning_rate": 6.626262626262625e-08, |
|
"loss": 0.2166, |
|
"step": 4675 |
|
}, |
|
{ |
|
"epoch": 14.02, |
|
"learning_rate": 6.121212121212121e-08, |
|
"loss": 0.201, |
|
"step": 4700 |
|
}, |
|
{ |
|
"epoch": 14.02, |
|
"learning_rate": 5.616161616161616e-08, |
|
"loss": 0.2311, |
|
"step": 4725 |
|
}, |
|
{ |
|
"epoch": 14.03, |
|
"learning_rate": 5.1111111111111114e-08, |
|
"loss": 0.1939, |
|
"step": 4750 |
|
}, |
|
{ |
|
"epoch": 14.03, |
|
"learning_rate": 4.606060606060606e-08, |
|
"loss": 0.2, |
|
"step": 4775 |
|
}, |
|
{ |
|
"epoch": 14.04, |
|
"learning_rate": 4.101010101010101e-08, |
|
"loss": 0.1681, |
|
"step": 4800 |
|
}, |
|
{ |
|
"epoch": 14.04, |
|
"learning_rate": 3.595959595959596e-08, |
|
"loss": 0.1962, |
|
"step": 4825 |
|
}, |
|
{ |
|
"epoch": 14.05, |
|
"learning_rate": 3.090909090909091e-08, |
|
"loss": 0.1646, |
|
"step": 4850 |
|
}, |
|
{ |
|
"epoch": 14.05, |
|
"learning_rate": 2.5858585858585858e-08, |
|
"loss": 0.1801, |
|
"step": 4875 |
|
}, |
|
{ |
|
"epoch": 14.06, |
|
"learning_rate": 2.0808080808080806e-08, |
|
"loss": 0.1839, |
|
"step": 4900 |
|
}, |
|
{ |
|
"epoch": 14.06, |
|
"learning_rate": 1.5757575757575758e-08, |
|
"loss": 0.2263, |
|
"step": 4925 |
|
}, |
|
{ |
|
"epoch": 14.07, |
|
"learning_rate": 1.0707070707070706e-08, |
|
"loss": 0.1765, |
|
"step": 4950 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 5.656565656565656e-09, |
|
"loss": 0.2496, |
|
"step": 4975 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"learning_rate": 6.06060606060606e-10, |
|
"loss": 0.2202, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"eval_loss": 0.48882269859313965, |
|
"eval_runtime": 2675.553, |
|
"eval_samples_per_second": 3.942, |
|
"eval_steps_per_second": 0.123, |
|
"eval_wer": 39.72284797597106, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 15.01, |
|
"step": 5000, |
|
"total_flos": 9.22347797962752e+19, |
|
"train_loss": 0.30594726686477663, |
|
"train_runtime": 69031.1556, |
|
"train_samples_per_second": 4.636, |
|
"train_steps_per_second": 0.072 |
|
} |
|
], |
|
"logging_steps": 25, |
|
"max_steps": 5000, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 9223372036854775807, |
|
"save_steps": 500, |
|
"total_flos": 9.22347797962752e+19, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|