sinai-voice-ar-stt / trainer_state.json
bakrianoo's picture
upload beta version
fb2dc12
raw
history blame
6.73 kB
{
"best_metric": 0.4493387111903199,
"best_model_checkpoint": "/workspace/cv-corpus-8.0-2022-01-19/output/checkpoint-1000",
"epoch": 8.317338451695457,
"global_step": 13000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.32,
"learning_rate": 9.92e-05,
"loss": 6.7916,
"step": 500
},
{
"epoch": 0.64,
"learning_rate": 0.00019920000000000002,
"loss": 1.354,
"step": 1000
},
{
"epoch": 0.64,
"eval_loss": 0.4108898937702179,
"eval_runtime": 71.0896,
"eval_samples_per_second": 146.125,
"eval_steps_per_second": 1.829,
"eval_wer": 0.4493387111903199,
"step": 1000
},
{
"epoch": 0.96,
"learning_rate": 0.00019321941216678059,
"loss": 0.7084,
"step": 1500
},
{
"epoch": 1.28,
"learning_rate": 0.00018638414217361587,
"loss": 0.5886,
"step": 2000
},
{
"epoch": 1.28,
"eval_loss": 0.2797781527042389,
"eval_runtime": 71.0704,
"eval_samples_per_second": 146.165,
"eval_steps_per_second": 1.829,
"eval_wer": 0.3099334021198762,
"step": 2000
},
{
"epoch": 1.6,
"learning_rate": 0.00017954887218045112,
"loss": 0.5386,
"step": 2500
},
{
"epoch": 1.92,
"learning_rate": 0.0001727136021872864,
"loss": 0.4977,
"step": 3000
},
{
"epoch": 1.92,
"eval_loss": 0.23867885768413544,
"eval_runtime": 71.0833,
"eval_samples_per_second": 146.138,
"eval_steps_per_second": 1.829,
"eval_wer": 0.2673295188068662,
"step": 3000
},
{
"epoch": 2.24,
"learning_rate": 0.00016587833219412168,
"loss": 0.4531,
"step": 3500
},
{
"epoch": 2.56,
"learning_rate": 0.00015905673274094328,
"loss": 0.4253,
"step": 4000
},
{
"epoch": 2.56,
"eval_loss": 0.22657370567321777,
"eval_runtime": 71.5875,
"eval_samples_per_second": 145.109,
"eval_steps_per_second": 1.816,
"eval_wer": 0.2523215458212175,
"step": 4000
},
{
"epoch": 2.88,
"learning_rate": 0.00015222146274777856,
"loss": 0.413,
"step": 4500
},
{
"epoch": 3.2,
"learning_rate": 0.0001453861927546138,
"loss": 0.3942,
"step": 5000
},
{
"epoch": 3.2,
"eval_loss": 0.21706202626228333,
"eval_runtime": 72.0993,
"eval_samples_per_second": 144.079,
"eval_steps_per_second": 1.803,
"eval_wer": 0.2437294812869337,
"step": 5000
},
{
"epoch": 3.52,
"learning_rate": 0.00013855092276144907,
"loss": 0.3741,
"step": 5500
},
{
"epoch": 3.84,
"learning_rate": 0.00013171565276828435,
"loss": 0.3619,
"step": 6000
},
{
"epoch": 3.84,
"eval_loss": 0.20762862265110016,
"eval_runtime": 72.0546,
"eval_samples_per_second": 144.168,
"eval_steps_per_second": 1.804,
"eval_wer": 0.22530719444705,
"step": 6000
},
{
"epoch": 4.16,
"learning_rate": 0.00012489405331510595,
"loss": 0.3435,
"step": 6500
},
{
"epoch": 4.48,
"learning_rate": 0.00011805878332194122,
"loss": 0.3245,
"step": 7000
},
{
"epoch": 4.48,
"eval_loss": 0.2087564468383789,
"eval_runtime": 71.9965,
"eval_samples_per_second": 144.285,
"eval_steps_per_second": 1.806,
"eval_wer": 0.21862864646843636,
"step": 7000
},
{
"epoch": 4.8,
"learning_rate": 0.0001112235133287765,
"loss": 0.3135,
"step": 7500
},
{
"epoch": 5.12,
"learning_rate": 0.0001044019138755981,
"loss": 0.308,
"step": 8000
},
{
"epoch": 5.12,
"eval_loss": 0.2086208015680313,
"eval_runtime": 68.9232,
"eval_samples_per_second": 150.718,
"eval_steps_per_second": 1.886,
"eval_wer": 0.22063596285526685,
"step": 8000
},
{
"epoch": 5.44,
"learning_rate": 9.756664388243337e-05,
"loss": 0.292,
"step": 8500
},
{
"epoch": 5.76,
"learning_rate": 9.073137388926864e-05,
"loss": 0.2881,
"step": 9000
},
{
"epoch": 5.76,
"eval_loss": 0.20888157188892365,
"eval_runtime": 70.2391,
"eval_samples_per_second": 147.895,
"eval_steps_per_second": 1.851,
"eval_wer": 0.21048682112372197,
"step": 9000
},
{
"epoch": 6.08,
"learning_rate": 8.389610389610389e-05,
"loss": 0.2717,
"step": 9500
},
{
"epoch": 6.4,
"learning_rate": 7.706083390293917e-05,
"loss": 0.2557,
"step": 10000
},
{
"epoch": 6.4,
"eval_loss": 0.20148096978664398,
"eval_runtime": 70.1726,
"eval_samples_per_second": 148.035,
"eval_steps_per_second": 1.853,
"eval_wer": 0.20035643935840916,
"step": 10000
},
{
"epoch": 6.72,
"learning_rate": 7.022556390977444e-05,
"loss": 0.2536,
"step": 10500
},
{
"epoch": 7.04,
"learning_rate": 6.33902939166097e-05,
"loss": 0.248,
"step": 11000
},
{
"epoch": 7.04,
"eval_loss": 0.2043762356042862,
"eval_runtime": 70.2184,
"eval_samples_per_second": 147.938,
"eval_steps_per_second": 1.851,
"eval_wer": 0.19529124847575274,
"step": 11000
},
{
"epoch": 7.36,
"learning_rate": 5.655502392344498e-05,
"loss": 0.2308,
"step": 11500
},
{
"epoch": 7.68,
"learning_rate": 4.971975393028025e-05,
"loss": 0.2251,
"step": 12000
},
{
"epoch": 7.68,
"eval_loss": 0.20575200021266937,
"eval_runtime": 70.8946,
"eval_samples_per_second": 146.527,
"eval_steps_per_second": 1.834,
"eval_wer": 0.19315261232529782,
"step": 12000
},
{
"epoch": 8.0,
"learning_rate": 4.291182501708818e-05,
"loss": 0.2207,
"step": 12500
},
{
"epoch": 8.32,
"learning_rate": 3.6076555023923446e-05,
"loss": 0.2052,
"step": 13000
},
{
"epoch": 8.32,
"eval_loss": 0.21170856058597565,
"eval_runtime": 70.7957,
"eval_samples_per_second": 146.732,
"eval_steps_per_second": 1.836,
"eval_wer": 0.18776850201669637,
"step": 13000
}
],
"max_steps": 15630,
"num_train_epochs": 10,
"total_flos": 8.268631785694088e+20,
"trial_name": null,
"trial_params": null
}