Wav2Vec2_xls_r_300m_hi_final / trainer_state.json
LegolasTheElf's picture
End of training
478bbba
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 7.999599519423308,
"global_step": 4992,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.64,
"learning_rate": 9.386753883892068e-05,
"loss": 0.9821,
"step": 400
},
{
"epoch": 0.64,
"eval_cer": 0.15726841629986146,
"eval_loss": 0.5059255957603455,
"eval_runtime": 297.9957,
"eval_samples_per_second": 12.896,
"eval_steps_per_second": 0.406,
"eval_wer": 0.47830450053447937,
"step": 400
},
{
"epoch": 1.28,
"learning_rate": 8.569092395748161e-05,
"loss": 0.6861,
"step": 800
},
{
"epoch": 1.28,
"eval_cer": 0.13556268941095262,
"eval_loss": 0.42013171315193176,
"eval_runtime": 295.6579,
"eval_samples_per_second": 12.998,
"eval_steps_per_second": 0.409,
"eval_wer": 0.4247474857653963,
"step": 800
},
{
"epoch": 1.92,
"learning_rate": 7.751430907604253e-05,
"loss": 0.585,
"step": 1200
},
{
"epoch": 1.92,
"eval_cer": 0.1209960711263244,
"eval_loss": 0.3797381818294525,
"eval_runtime": 295.6141,
"eval_samples_per_second": 13.0,
"eval_steps_per_second": 0.409,
"eval_wer": 0.3810947010187831,
"step": 1200
},
{
"epoch": 2.56,
"learning_rate": 6.933769419460344e-05,
"loss": 0.5193,
"step": 1600
},
{
"epoch": 2.56,
"eval_cer": 0.11522804960498509,
"eval_loss": 0.3577031195163727,
"eval_runtime": 295.3778,
"eval_samples_per_second": 13.01,
"eval_steps_per_second": 0.41,
"eval_wer": 0.36521302820742163,
"step": 1600
},
{
"epoch": 3.21,
"learning_rate": 6.116107931316435e-05,
"loss": 0.4583,
"step": 2000
},
{
"epoch": 3.21,
"eval_cer": 0.11111951624265405,
"eval_loss": 0.34224170446395874,
"eval_runtime": 295.5987,
"eval_samples_per_second": 13.001,
"eval_steps_per_second": 0.409,
"eval_wer": 0.35192739806714807,
"step": 2000
},
{
"epoch": 3.85,
"learning_rate": 5.298446443172527e-05,
"loss": 0.4282,
"step": 2400
},
{
"epoch": 3.85,
"eval_cer": 0.10712445215615264,
"eval_loss": 0.32608968019485474,
"eval_runtime": 295.3154,
"eval_samples_per_second": 13.013,
"eval_steps_per_second": 0.41,
"eval_wer": 0.34501188943912386,
"step": 2400
},
{
"epoch": 4.49,
"learning_rate": 4.4807849550286185e-05,
"loss": 0.3951,
"step": 2800
},
{
"epoch": 4.49,
"eval_cer": 0.1047794204556737,
"eval_loss": 0.3201062083244324,
"eval_runtime": 296.053,
"eval_samples_per_second": 12.981,
"eval_steps_per_second": 0.409,
"eval_wer": 0.332489801260935,
"step": 2800
},
{
"epoch": 5.13,
"learning_rate": 3.66312346688471e-05,
"loss": 0.3619,
"step": 3200
},
{
"epoch": 5.13,
"eval_cer": 0.1030111909073287,
"eval_loss": 0.3167116940021515,
"eval_runtime": 295.6579,
"eval_samples_per_second": 12.998,
"eval_steps_per_second": 0.409,
"eval_wer": 0.3296101572896442,
"step": 3200
},
{
"epoch": 5.77,
"learning_rate": 2.8454619787408017e-05,
"loss": 0.345,
"step": 3600
},
{
"epoch": 5.77,
"eval_cer": 0.10128551233741981,
"eval_loss": 0.31573495268821716,
"eval_runtime": 296.0935,
"eval_samples_per_second": 12.979,
"eval_steps_per_second": 0.409,
"eval_wer": 0.3209712253757717,
"step": 3600
},
{
"epoch": 6.41,
"learning_rate": 2.027800490596893e-05,
"loss": 0.338,
"step": 4000
},
{
"epoch": 6.41,
"eval_cer": 0.0982123861170341,
"eval_loss": 0.305124431848526,
"eval_runtime": 295.7779,
"eval_samples_per_second": 12.993,
"eval_steps_per_second": 0.409,
"eval_wer": 0.31429568707868843,
"step": 4000
},
{
"epoch": 7.05,
"learning_rate": 1.2121831561733443e-05,
"loss": 0.3155,
"step": 4400
},
{
"epoch": 7.05,
"eval_cer": 0.09860007280945199,
"eval_loss": 0.30590805411338806,
"eval_runtime": 296.0673,
"eval_samples_per_second": 12.98,
"eval_steps_per_second": 0.409,
"eval_wer": 0.315408276794869,
"step": 4400
},
{
"epoch": 7.69,
"learning_rate": 3.945216680294359e-06,
"loss": 0.3057,
"step": 4800
},
{
"epoch": 7.69,
"eval_cer": 0.09723844149949648,
"eval_loss": 0.3034806251525879,
"eval_runtime": 295.665,
"eval_samples_per_second": 12.998,
"eval_steps_per_second": 0.409,
"eval_wer": 0.3137066689936517,
"step": 4800
},
{
"epoch": 8.0,
"step": 4992,
"total_flos": 3.347893330222721e+19,
"train_loss": 0.47035410618170714,
"train_runtime": 23681.5399,
"train_samples_per_second": 13.496,
"train_steps_per_second": 0.211
}
],
"max_steps": 4992,
"num_train_epochs": 8,
"total_flos": 3.347893330222721e+19,
"trial_name": null,
"trial_params": null
}