wav2vec2-xls-r-parlaspeech-hr / trainer_state.json
5roop's picture
Added model 38
905e02a
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.909466234149218,
"global_step": 6700,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4,
"eval_cer": 0.2550782058484374,
"eval_loss": 0.9434235095977783,
"eval_runtime": 65.8936,
"eval_samples_per_second": 7.588,
"eval_steps_per_second": 0.956,
"eval_wer": 0.8986276613768566,
"step": 335
},
{
"epoch": 0.47,
"learning_rate": 0.00023999999999999998,
"loss": 3.5921,
"step": 400
},
{
"epoch": 0.79,
"eval_cer": 0.05617811418940895,
"eval_loss": 0.2126482129096985,
"eval_runtime": 65.2511,
"eval_samples_per_second": 7.663,
"eval_steps_per_second": 0.966,
"eval_wer": 0.20076805783023663,
"step": 670
},
{
"epoch": 0.94,
"learning_rate": 0.00028565965583173995,
"loss": 0.3347,
"step": 800
},
{
"epoch": 1.19,
"eval_cer": 0.052689157623961445,
"eval_loss": 0.19026830792427063,
"eval_runtime": 66.2853,
"eval_samples_per_second": 7.543,
"eval_steps_per_second": 0.95,
"eval_wer": 0.18907776585531147,
"step": 1005
},
{
"epoch": 1.42,
"learning_rate": 0.0002665391969407266,
"loss": 0.1948,
"step": 1200
},
{
"epoch": 1.58,
"eval_cer": 0.04130569764347595,
"eval_loss": 0.1462544947862625,
"eval_runtime": 65.903,
"eval_samples_per_second": 7.587,
"eval_steps_per_second": 0.956,
"eval_wer": 0.13915400688993054,
"step": 1340
},
{
"epoch": 1.89,
"learning_rate": 0.00024741873804971315,
"loss": 0.1737,
"step": 1600
},
{
"epoch": 1.98,
"eval_cer": 0.040093433074125544,
"eval_loss": 0.1409013271331787,
"eval_runtime": 66.3053,
"eval_samples_per_second": 7.541,
"eval_steps_per_second": 0.95,
"eval_wer": 0.13599141582425028,
"step": 1675
},
{
"epoch": 2.36,
"learning_rate": 0.00022829827915869978,
"loss": 0.1466,
"step": 2000
},
{
"epoch": 2.37,
"eval_cer": 0.03887131269526822,
"eval_loss": 0.1429334431886673,
"eval_runtime": 65.9993,
"eval_samples_per_second": 7.576,
"eval_steps_per_second": 0.955,
"eval_wer": 0.13401479640820016,
"step": 2010
},
{
"epoch": 2.77,
"eval_cer": 0.03858549421956772,
"eval_loss": 0.1421019285917282,
"eval_runtime": 66.1016,
"eval_samples_per_second": 7.564,
"eval_steps_per_second": 0.953,
"eval_wer": 0.12678601682950247,
"step": 2345
},
{
"epoch": 2.83,
"learning_rate": 0.0002091778202676864,
"loss": 0.1378,
"step": 2400
},
{
"epoch": 3.16,
"eval_cer": 0.03703813212698225,
"eval_loss": 0.1354704052209854,
"eval_runtime": 65.9839,
"eval_samples_per_second": 7.578,
"eval_steps_per_second": 0.955,
"eval_wer": 0.12305867735923647,
"step": 2680
},
{
"epoch": 3.31,
"learning_rate": 0.00019005736137667304,
"loss": 0.1217,
"step": 2800
},
{
"epoch": 3.56,
"eval_cer": 0.034948700511516516,
"eval_loss": 0.13004331290721893,
"eval_runtime": 66.7534,
"eval_samples_per_second": 7.49,
"eval_steps_per_second": 0.944,
"eval_wer": 0.11176370926752131,
"step": 3015
},
{
"epoch": 3.78,
"learning_rate": 0.00017093690248565967,
"loss": 0.1121,
"step": 3200
},
{
"epoch": 3.95,
"eval_cer": 0.03565831879601431,
"eval_loss": 0.1295933872461319,
"eval_runtime": 67.056,
"eval_samples_per_second": 7.456,
"eval_steps_per_second": 0.94,
"eval_wer": 0.11729824363246173,
"step": 3350
},
{
"epoch": 4.25,
"learning_rate": 0.00015181644359464624,
"loss": 0.1038,
"step": 3600
},
{
"epoch": 4.35,
"eval_cer": 0.034948700511516516,
"eval_loss": 0.13280533254146576,
"eval_runtime": 66.5598,
"eval_samples_per_second": 7.512,
"eval_steps_per_second": 0.947,
"eval_wer": 0.11080363697972553,
"step": 3685
},
{
"epoch": 4.72,
"learning_rate": 0.00013269598470363287,
"loss": 0.0941,
"step": 4000
},
{
"epoch": 4.75,
"eval_cer": 0.035214807368203184,
"eval_loss": 0.12650151550769806,
"eval_runtime": 66.4767,
"eval_samples_per_second": 7.521,
"eval_steps_per_second": 0.948,
"eval_wer": 0.1124978821934828,
"step": 4020
},
{
"epoch": 5.14,
"eval_cer": 0.034012398608359695,
"eval_loss": 0.1327013224363327,
"eval_runtime": 66.3907,
"eval_samples_per_second": 7.531,
"eval_steps_per_second": 0.949,
"eval_wer": 0.10718924719037669,
"step": 4355
},
{
"epoch": 5.19,
"learning_rate": 0.0001135755258126195,
"loss": 0.0862,
"step": 4400
},
{
"epoch": 5.54,
"eval_cer": 0.0352246631777101,
"eval_loss": 0.1414576768875122,
"eval_runtime": 66.6897,
"eval_samples_per_second": 7.497,
"eval_steps_per_second": 0.945,
"eval_wer": 0.11294968091715141,
"step": 4690
},
{
"epoch": 5.67,
"learning_rate": 9.44550669216061e-05,
"loss": 0.0748,
"step": 4800
},
{
"epoch": 5.93,
"eval_cer": 0.03466288203581601,
"eval_loss": 0.13079801201820374,
"eval_runtime": 66.6475,
"eval_samples_per_second": 7.502,
"eval_steps_per_second": 0.945,
"eval_wer": 0.1101824137346812,
"step": 5025
},
{
"epoch": 6.14,
"learning_rate": 7.533460803059272e-05,
"loss": 0.0727,
"step": 5200
},
{
"epoch": 6.33,
"eval_cer": 0.03377585918019377,
"eval_loss": 0.1386057287454605,
"eval_runtime": 66.5005,
"eval_samples_per_second": 7.519,
"eval_steps_per_second": 0.947,
"eval_wer": 0.10470435421019936,
"step": 5360
},
{
"epoch": 6.61,
"learning_rate": 5.621414913957934e-05,
"loss": 0.0622,
"step": 5600
},
{
"epoch": 6.72,
"eval_cer": 0.0333717709904103,
"eval_loss": 0.14488892257213593,
"eval_runtime": 66.3875,
"eval_samples_per_second": 7.532,
"eval_steps_per_second": 0.949,
"eval_wer": 0.10509967809340938,
"step": 5695
},
{
"epoch": 7.08,
"learning_rate": 3.7093690248565965e-05,
"loss": 0.0582,
"step": 6000
},
{
"epoch": 7.12,
"eval_cer": 0.03320422222879276,
"eval_loss": 0.14533209800720215,
"eval_runtime": 66.3474,
"eval_samples_per_second": 7.536,
"eval_steps_per_second": 0.95,
"eval_wer": 0.10493025357203366,
"step": 6030
},
{
"epoch": 7.51,
"eval_cer": 0.03320422222879276,
"eval_loss": 0.14391696453094482,
"eval_runtime": 66.4699,
"eval_samples_per_second": 7.522,
"eval_steps_per_second": 0.948,
"eval_wer": 0.10515615293386796,
"step": 6365
},
{
"epoch": 7.56,
"learning_rate": 1.8021032504780113e-05,
"loss": 0.0493,
"step": 6400
},
{
"epoch": 7.91,
"eval_cer": 0.03264244108689867,
"eval_loss": 0.14469173550605774,
"eval_runtime": 65.8617,
"eval_samples_per_second": 7.592,
"eval_steps_per_second": 0.957,
"eval_wer": 0.10267125995369063,
"step": 6700
}
],
"max_steps": 6776,
"num_train_epochs": 8,
"total_flos": 2.1224029808181802e+20,
"trial_name": null,
"trial_params": null
}