wav2vec2-large-xlsr-turkish / trainer_state.json
m3hrdadfi's picture
Initial model
aab8b6b
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 79.992,
"global_step": 4960,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 4.83,
"learning_rate": 0.00017999999999999998,
"loss": 5.8789,
"step": 300
},
{
"epoch": 4.83,
"eval_loss": 3.1512646675109863,
"eval_runtime": 167.7164,
"eval_samples_per_second": 9.82,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 9.67,
"learning_rate": 0.00029327354260089687,
"loss": 1.8544,
"step": 600
},
{
"epoch": 9.67,
"eval_loss": 0.4943191707134247,
"eval_runtime": 170.9272,
"eval_samples_per_second": 9.636,
"eval_wer": 0.5103553299492386,
"step": 600
},
{
"epoch": 14.51,
"learning_rate": 0.0002730941704035874,
"loss": 0.2628,
"step": 900
},
{
"epoch": 14.51,
"eval_loss": 0.46906277537345886,
"eval_runtime": 172.4339,
"eval_samples_per_second": 9.551,
"eval_wer": 0.43147208121827413,
"step": 900
},
{
"epoch": 19.35,
"learning_rate": 0.000252914798206278,
"loss": 0.124,
"step": 1200
},
{
"epoch": 19.35,
"eval_loss": 0.4130130708217621,
"eval_runtime": 172.8773,
"eval_samples_per_second": 9.527,
"eval_wer": 0.36,
"step": 1200
},
{
"epoch": 24.19,
"learning_rate": 0.0002327354260089686,
"loss": 0.0857,
"step": 1500
},
{
"epoch": 24.19,
"eval_loss": 0.43019285798072815,
"eval_runtime": 176.7931,
"eval_samples_per_second": 9.316,
"eval_wer": 0.3513705583756345,
"step": 1500
},
{
"epoch": 29.03,
"learning_rate": 0.00021255605381165918,
"loss": 0.0653,
"step": 1800
},
{
"epoch": 29.03,
"eval_loss": 0.4362075626850128,
"eval_runtime": 190.6223,
"eval_samples_per_second": 8.64,
"eval_wer": 0.3595939086294416,
"step": 1800
},
{
"epoch": 33.86,
"learning_rate": 0.00019237668161434975,
"loss": 0.0632,
"step": 2100
},
{
"epoch": 33.86,
"eval_loss": 0.4273272156715393,
"eval_runtime": 177.8151,
"eval_samples_per_second": 9.262,
"eval_wer": 0.33390862944162436,
"step": 2100
},
{
"epoch": 38.7,
"learning_rate": 0.00017219730941704035,
"loss": 0.0499,
"step": 2400
},
{
"epoch": 38.7,
"eval_loss": 0.4455905258655548,
"eval_runtime": 177.4805,
"eval_samples_per_second": 9.28,
"eval_wer": 0.32558375634517767,
"step": 2400
},
{
"epoch": 43.54,
"learning_rate": 0.00015201793721973095,
"loss": 0.0412,
"step": 2700
},
{
"epoch": 43.54,
"eval_loss": 0.4279979467391968,
"eval_runtime": 179.3129,
"eval_samples_per_second": 9.185,
"eval_wer": 0.3316751269035533,
"step": 2700
},
{
"epoch": 48.38,
"learning_rate": 0.00013183856502242152,
"loss": 0.0428,
"step": 3000
},
{
"epoch": 48.38,
"eval_loss": 0.42648839950561523,
"eval_runtime": 179.9053,
"eval_samples_per_second": 9.155,
"eval_wer": 0.3197969543147208,
"step": 3000
},
{
"epoch": 53.22,
"learning_rate": 0.0001116591928251121,
"loss": 0.0345,
"step": 3300
},
{
"epoch": 53.22,
"eval_loss": 0.46762773394584656,
"eval_runtime": 179.9553,
"eval_samples_per_second": 9.152,
"eval_wer": 0.31228426395939085,
"step": 3300
},
{
"epoch": 58.06,
"learning_rate": 9.147982062780269e-05,
"loss": 0.0335,
"step": 3600
},
{
"epoch": 58.06,
"eval_loss": 0.4403984248638153,
"eval_runtime": 181.1578,
"eval_samples_per_second": 9.092,
"eval_wer": 0.3096446700507614,
"step": 3600
},
{
"epoch": 62.9,
"learning_rate": 7.130044843049327e-05,
"loss": 0.0308,
"step": 3900
},
{
"epoch": 62.9,
"eval_loss": 0.4584444463253021,
"eval_runtime": 182.2608,
"eval_samples_per_second": 9.036,
"eval_wer": 0.3082233502538071,
"step": 3900
},
{
"epoch": 67.74,
"learning_rate": 5.112107623318385e-05,
"loss": 0.0253,
"step": 4200
},
{
"epoch": 67.74,
"eval_loss": 0.4203069806098938,
"eval_runtime": 182.5783,
"eval_samples_per_second": 9.021,
"eval_wer": 0.3001015228426396,
"step": 4200
},
{
"epoch": 72.58,
"learning_rate": 3.094170403587444e-05,
"loss": 0.0243,
"step": 4500
},
{
"epoch": 72.58,
"eval_loss": 0.43954339623451233,
"eval_runtime": 183.1424,
"eval_samples_per_second": 8.993,
"eval_wer": 0.29736040609137054,
"step": 4500
},
{
"epoch": 77.42,
"learning_rate": 1.0762331838565022e-05,
"loss": 0.0229,
"step": 4800
},
{
"epoch": 77.42,
"eval_loss": 0.44123971462249756,
"eval_runtime": 183.8976,
"eval_samples_per_second": 8.956,
"eval_wer": 0.29218274111675124,
"step": 4800
},
{
"epoch": 79.99,
"step": 4960,
"total_flos": 3.4759190857567523e+19,
"train_runtime": 32940.4351,
"train_samples_per_second": 0.151
}
],
"max_steps": 4960,
"num_train_epochs": 80,
"total_flos": 3.4759190857567523e+19,
"trial_name": null,
"trial_params": null
}