XLS-R-300m-korean-ipa2 / trainer_state.json
speech31's picture
upload model
50c424c
raw
history blame contribute delete
No virus
13.9 kB
{
"best_metric": 0.09535224735736847,
"best_model_checkpoint": "XLS-R-300m-korean-ipa_v2/checkpoint-8000",
"epoch": 12.778930566640064,
"global_step": 8000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.16,
"learning_rate": 2.9999999999999997e-05,
"loss": 5.6413,
"step": 100
},
{
"epoch": 0.32,
"learning_rate": 5.9999999999999995e-05,
"loss": 2.9849,
"step": 200
},
{
"epoch": 0.48,
"learning_rate": 8.999999999999999e-05,
"loss": 2.6488,
"step": 300
},
{
"epoch": 0.64,
"learning_rate": 0.00011999999999999999,
"loss": 2.1382,
"step": 400
},
{
"epoch": 0.8,
"learning_rate": 0.00015,
"loss": 0.8032,
"step": 500
},
{
"epoch": 0.8,
"eval_cer": 0.28992062691770265,
"eval_loss": 0.5041582584381104,
"eval_runtime": 249.7666,
"eval_samples_per_second": 8.916,
"eval_steps_per_second": 1.117,
"step": 500
},
{
"epoch": 0.96,
"learning_rate": 0.00017999999999999998,
"loss": 0.4962,
"step": 600
},
{
"epoch": 1.12,
"learning_rate": 0.00020999999999999998,
"loss": 0.4136,
"step": 700
},
{
"epoch": 1.28,
"learning_rate": 0.00023999999999999998,
"loss": 0.3741,
"step": 800
},
{
"epoch": 1.44,
"learning_rate": 0.00027,
"loss": 0.3477,
"step": 900
},
{
"epoch": 1.6,
"learning_rate": 0.0003,
"loss": 0.326,
"step": 1000
},
{
"epoch": 1.6,
"eval_cer": 0.17689681499301343,
"eval_loss": 0.26741623878479004,
"eval_runtime": 208.1626,
"eval_samples_per_second": 10.698,
"eval_steps_per_second": 1.34,
"step": 1000
},
{
"epoch": 1.76,
"learning_rate": 0.0002973958333333333,
"loss": 0.3141,
"step": 1100
},
{
"epoch": 1.92,
"learning_rate": 0.0002947916666666666,
"loss": 0.3045,
"step": 1200
},
{
"epoch": 2.08,
"learning_rate": 0.00029218749999999997,
"loss": 0.2645,
"step": 1300
},
{
"epoch": 2.24,
"learning_rate": 0.0002895833333333333,
"loss": 0.2399,
"step": 1400
},
{
"epoch": 2.4,
"learning_rate": 0.0002869791666666666,
"loss": 0.2343,
"step": 1500
},
{
"epoch": 2.4,
"eval_cer": 0.12242325588095478,
"eval_loss": 0.18896125257015228,
"eval_runtime": 208.4383,
"eval_samples_per_second": 10.684,
"eval_steps_per_second": 1.339,
"step": 1500
},
{
"epoch": 2.56,
"learning_rate": 0.00028437499999999996,
"loss": 0.2198,
"step": 1600
},
{
"epoch": 2.72,
"learning_rate": 0.0002817708333333333,
"loss": 0.2218,
"step": 1700
},
{
"epoch": 2.87,
"learning_rate": 0.00027916666666666666,
"loss": 0.2139,
"step": 1800
},
{
"epoch": 3.04,
"learning_rate": 0.00027656249999999995,
"loss": 0.2009,
"step": 1900
},
{
"epoch": 3.19,
"learning_rate": 0.0002739583333333333,
"loss": 0.1696,
"step": 2000
},
{
"epoch": 3.19,
"eval_cer": 0.10347311254843775,
"eval_loss": 0.16067682206630707,
"eval_runtime": 204.5024,
"eval_samples_per_second": 10.89,
"eval_steps_per_second": 1.364,
"step": 2000
},
{
"epoch": 3.35,
"learning_rate": 0.00027135416666666665,
"loss": 0.1707,
"step": 2100
},
{
"epoch": 3.51,
"learning_rate": 0.00026875,
"loss": 0.1663,
"step": 2200
},
{
"epoch": 3.67,
"learning_rate": 0.0002661458333333333,
"loss": 0.1577,
"step": 2300
},
{
"epoch": 3.83,
"learning_rate": 0.00026354166666666664,
"loss": 0.1598,
"step": 2400
},
{
"epoch": 3.99,
"learning_rate": 0.00026093749999999994,
"loss": 0.1608,
"step": 2500
},
{
"epoch": 3.99,
"eval_cer": 0.0870294876042582,
"eval_loss": 0.14269110560417175,
"eval_runtime": 200.8042,
"eval_samples_per_second": 11.09,
"eval_steps_per_second": 1.389,
"step": 2500
},
{
"epoch": 4.15,
"learning_rate": 0.00025833333333333334,
"loss": 0.1371,
"step": 2600
},
{
"epoch": 4.31,
"learning_rate": 0.00025572916666666664,
"loss": 0.1334,
"step": 2700
},
{
"epoch": 4.47,
"learning_rate": 0.000253125,
"loss": 0.1318,
"step": 2800
},
{
"epoch": 4.63,
"learning_rate": 0.0002505208333333333,
"loss": 0.1305,
"step": 2900
},
{
"epoch": 4.79,
"learning_rate": 0.00024791666666666663,
"loss": 0.1275,
"step": 3000
},
{
"epoch": 4.79,
"eval_cer": 0.07236491450467451,
"eval_loss": 0.12700112164020538,
"eval_runtime": 194.3447,
"eval_samples_per_second": 11.459,
"eval_steps_per_second": 1.436,
"step": 3000
},
{
"epoch": 4.95,
"learning_rate": 0.0002453125,
"loss": 0.1329,
"step": 3100
},
{
"epoch": 5.11,
"learning_rate": 0.00024270833333333333,
"loss": 0.1233,
"step": 3200
},
{
"epoch": 5.27,
"learning_rate": 0.00024010416666666665,
"loss": 0.1117,
"step": 3300
},
{
"epoch": 5.43,
"learning_rate": 0.00023749999999999997,
"loss": 0.1176,
"step": 3400
},
{
"epoch": 5.59,
"learning_rate": 0.00023489583333333332,
"loss": 0.1107,
"step": 3500
},
{
"epoch": 5.59,
"eval_cer": 0.07061467321626644,
"eval_loss": 0.12084876000881195,
"eval_runtime": 194.5834,
"eval_samples_per_second": 11.445,
"eval_steps_per_second": 1.434,
"step": 3500
},
{
"epoch": 5.75,
"learning_rate": 0.00023229166666666664,
"loss": 0.1075,
"step": 3600
},
{
"epoch": 5.91,
"learning_rate": 0.0002296875,
"loss": 0.1108,
"step": 3700
},
{
"epoch": 6.07,
"learning_rate": 0.00022708333333333331,
"loss": 0.1066,
"step": 3800
},
{
"epoch": 6.23,
"learning_rate": 0.00022447916666666664,
"loss": 0.0922,
"step": 3900
},
{
"epoch": 6.39,
"learning_rate": 0.00022187499999999999,
"loss": 0.0935,
"step": 4000
},
{
"epoch": 6.39,
"eval_cer": 0.066206658119535,
"eval_loss": 0.12421450763940811,
"eval_runtime": 193.406,
"eval_samples_per_second": 11.515,
"eval_steps_per_second": 1.443,
"step": 4000
},
{
"epoch": 6.55,
"learning_rate": 0.0002192708333333333,
"loss": 0.1012,
"step": 4100
},
{
"epoch": 6.71,
"learning_rate": 0.00021666666666666666,
"loss": 0.1015,
"step": 4200
},
{
"epoch": 6.87,
"learning_rate": 0.00021406249999999998,
"loss": 0.1004,
"step": 4300
},
{
"epoch": 7.03,
"learning_rate": 0.00021145833333333333,
"loss": 0.0979,
"step": 4400
},
{
"epoch": 7.19,
"learning_rate": 0.00020885416666666665,
"loss": 0.0827,
"step": 4500
},
{
"epoch": 7.19,
"eval_cer": 0.05754908598510494,
"eval_loss": 0.1160559132695198,
"eval_runtime": 196.9923,
"eval_samples_per_second": 11.305,
"eval_steps_per_second": 1.416,
"step": 4500
},
{
"epoch": 7.35,
"learning_rate": 0.00020624999999999997,
"loss": 0.0851,
"step": 4600
},
{
"epoch": 7.51,
"learning_rate": 0.00020364583333333332,
"loss": 0.0842,
"step": 4700
},
{
"epoch": 7.67,
"learning_rate": 0.00020104166666666664,
"loss": 0.0846,
"step": 4800
},
{
"epoch": 7.83,
"learning_rate": 0.0001984375,
"loss": 0.0869,
"step": 4900
},
{
"epoch": 7.99,
"learning_rate": 0.00019583333333333331,
"loss": 0.0885,
"step": 5000
},
{
"epoch": 7.99,
"eval_cer": 0.053594837148331145,
"eval_loss": 0.10113094747066498,
"eval_runtime": 209.0359,
"eval_samples_per_second": 10.654,
"eval_steps_per_second": 1.335,
"step": 5000
},
{
"epoch": 8.15,
"learning_rate": 0.00019322916666666664,
"loss": 0.0755,
"step": 5100
},
{
"epoch": 8.31,
"learning_rate": 0.00019062499999999998,
"loss": 0.0754,
"step": 5200
},
{
"epoch": 8.47,
"learning_rate": 0.00018802083333333333,
"loss": 0.0766,
"step": 5300
},
{
"epoch": 8.63,
"learning_rate": 0.00018541666666666666,
"loss": 0.0747,
"step": 5400
},
{
"epoch": 8.79,
"learning_rate": 0.00018281249999999998,
"loss": 0.0744,
"step": 5500
},
{
"epoch": 8.79,
"eval_cer": 0.052132701421800945,
"eval_loss": 0.10384104400873184,
"eval_runtime": 213.8935,
"eval_samples_per_second": 10.412,
"eval_steps_per_second": 1.304,
"step": 5500
},
{
"epoch": 8.94,
"learning_rate": 0.0001802083333333333,
"loss": 0.076,
"step": 5600
},
{
"epoch": 9.11,
"learning_rate": 0.00017760416666666665,
"loss": 0.0723,
"step": 5700
},
{
"epoch": 9.26,
"learning_rate": 0.000175,
"loss": 0.0705,
"step": 5800
},
{
"epoch": 9.42,
"learning_rate": 0.00017239583333333332,
"loss": 0.0707,
"step": 5900
},
{
"epoch": 9.58,
"learning_rate": 0.00016979166666666664,
"loss": 0.0721,
"step": 6000
},
{
"epoch": 9.58,
"eval_cer": 0.05004393609818637,
"eval_loss": 0.10492419451475143,
"eval_runtime": 214.0314,
"eval_samples_per_second": 10.405,
"eval_steps_per_second": 1.304,
"step": 6000
},
{
"epoch": 9.74,
"learning_rate": 0.00016718749999999996,
"loss": 0.0684,
"step": 6100
},
{
"epoch": 9.9,
"learning_rate": 0.00016458333333333334,
"loss": 0.0652,
"step": 6200
},
{
"epoch": 10.06,
"learning_rate": 0.00016197916666666666,
"loss": 0.0656,
"step": 6300
},
{
"epoch": 10.22,
"learning_rate": 0.00015937499999999998,
"loss": 0.0631,
"step": 6400
},
{
"epoch": 10.38,
"learning_rate": 0.0001567708333333333,
"loss": 0.0646,
"step": 6500
},
{
"epoch": 10.38,
"eval_cer": 0.048113628833604635,
"eval_loss": 0.1038593202829361,
"eval_runtime": 212.7231,
"eval_samples_per_second": 10.469,
"eval_steps_per_second": 1.312,
"step": 6500
},
{
"epoch": 10.54,
"learning_rate": 0.00015416666666666663,
"loss": 0.0648,
"step": 6600
},
{
"epoch": 10.7,
"learning_rate": 0.0001515625,
"loss": 0.0612,
"step": 6700
},
{
"epoch": 10.86,
"learning_rate": 0.000148984375,
"loss": 0.0617,
"step": 6800
},
{
"epoch": 11.02,
"learning_rate": 0.00014638020833333332,
"loss": 0.0614,
"step": 6900
},
{
"epoch": 11.18,
"learning_rate": 0.00014377604166666665,
"loss": 0.0548,
"step": 7000
},
{
"epoch": 11.18,
"eval_cer": 0.04586640545095723,
"eval_loss": 0.09844804555177689,
"eval_runtime": 216.1335,
"eval_samples_per_second": 10.304,
"eval_steps_per_second": 1.291,
"step": 7000
},
{
"epoch": 11.34,
"learning_rate": 0.000141171875,
"loss": 0.0559,
"step": 7100
},
{
"epoch": 11.5,
"learning_rate": 0.00013856770833333332,
"loss": 0.0549,
"step": 7200
},
{
"epoch": 11.66,
"learning_rate": 0.00013596354166666667,
"loss": 0.0571,
"step": 7300
},
{
"epoch": 11.82,
"learning_rate": 0.000133359375,
"loss": 0.0589,
"step": 7400
},
{
"epoch": 11.98,
"learning_rate": 0.00013075520833333334,
"loss": 0.0537,
"step": 7500
},
{
"epoch": 11.98,
"eval_cer": 0.04361918206830983,
"eval_loss": 0.10360600054264069,
"eval_runtime": 277.1197,
"eval_samples_per_second": 8.036,
"eval_steps_per_second": 1.007,
"step": 7500
},
{
"epoch": 12.14,
"learning_rate": 0.00012815104166666666,
"loss": 0.052,
"step": 7600
},
{
"epoch": 12.3,
"learning_rate": 0.000125546875,
"loss": 0.051,
"step": 7700
},
{
"epoch": 12.46,
"learning_rate": 0.00012294270833333333,
"loss": 0.0505,
"step": 7800
},
{
"epoch": 12.62,
"learning_rate": 0.00012033854166666665,
"loss": 0.0507,
"step": 7900
},
{
"epoch": 12.78,
"learning_rate": 0.00011773437499999999,
"loss": 0.0491,
"step": 8000
},
{
"epoch": 12.78,
"eval_cer": 0.04207781731226321,
"eval_loss": 0.09535224735736847,
"eval_runtime": 213.4424,
"eval_samples_per_second": 10.434,
"eval_steps_per_second": 1.307,
"step": 8000
}
],
"max_steps": 12520,
"num_train_epochs": 20,
"total_flos": 6.6069952716691825e+19,
"trial_name": null,
"trial_params": null
}