wav2vec2-common_voice-tr-demo / trainer_state.json
xiaoming-leza's picture
End of training
c0e1bc8
raw
history blame
No virus
4.81 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 15.0,
"global_step": 1635,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.92,
"eval_loss": 3.5826058387756348,
"eval_runtime": 112.5008,
"eval_samples_per_second": 14.64,
"eval_steps_per_second": 1.831,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 1.83,
"eval_loss": 3.0217819213867188,
"eval_runtime": 113.1278,
"eval_samples_per_second": 14.559,
"eval_steps_per_second": 1.821,
"eval_wer": 0.9998978653865795,
"step": 200
},
{
"epoch": 2.75,
"eval_loss": 0.8984940052032471,
"eval_runtime": 111.3066,
"eval_samples_per_second": 14.797,
"eval_steps_per_second": 1.851,
"eval_wer": 0.8035951383924012,
"step": 300
},
{
"epoch": 3.67,
"eval_loss": 0.5992483496665955,
"eval_runtime": 112.2673,
"eval_samples_per_second": 14.67,
"eval_steps_per_second": 1.835,
"eval_wer": 0.619650699622102,
"step": 400
},
{
"epoch": 4.59,
"learning_rate": 0.00029939999999999996,
"loss": 3.1629,
"step": 500
},
{
"epoch": 4.59,
"eval_loss": 0.49684980511665344,
"eval_runtime": 112.6664,
"eval_samples_per_second": 14.618,
"eval_steps_per_second": 1.828,
"eval_wer": 0.5339597589623123,
"step": 500
},
{
"epoch": 5.5,
"eval_loss": 0.4645964503288269,
"eval_runtime": 111.3096,
"eval_samples_per_second": 14.797,
"eval_steps_per_second": 1.851,
"eval_wer": 0.5045449902972117,
"step": 600
},
{
"epoch": 6.42,
"eval_loss": 0.43159034848213196,
"eval_runtime": 113.1768,
"eval_samples_per_second": 14.552,
"eval_steps_per_second": 1.82,
"eval_wer": 0.44254927995097537,
"step": 700
},
{
"epoch": 7.34,
"eval_loss": 0.44998037815093994,
"eval_runtime": 111.8678,
"eval_samples_per_second": 14.723,
"eval_steps_per_second": 1.841,
"eval_wer": 0.4734960678173833,
"step": 800
},
{
"epoch": 8.26,
"eval_loss": 0.41139060258865356,
"eval_runtime": 113.568,
"eval_samples_per_second": 14.502,
"eval_steps_per_second": 1.814,
"eval_wer": 0.41231743437851087,
"step": 900
},
{
"epoch": 9.17,
"learning_rate": 0.00016810572687224668,
"loss": 0.2226,
"step": 1000
},
{
"epoch": 9.17,
"eval_loss": 0.41622716188430786,
"eval_runtime": 112.362,
"eval_samples_per_second": 14.658,
"eval_steps_per_second": 1.833,
"eval_wer": 0.4018997038096211,
"step": 1000
},
{
"epoch": 10.09,
"eval_loss": 0.3999302089214325,
"eval_runtime": 113.8252,
"eval_samples_per_second": 14.47,
"eval_steps_per_second": 1.81,
"eval_wer": 0.38239199264630785,
"step": 1100
},
{
"epoch": 11.01,
"eval_loss": 0.404796838760376,
"eval_runtime": 112.9341,
"eval_samples_per_second": 14.584,
"eval_steps_per_second": 1.824,
"eval_wer": 0.38423041568787664,
"step": 1200
},
{
"epoch": 11.93,
"eval_loss": 0.3789042532444,
"eval_runtime": 112.9251,
"eval_samples_per_second": 14.585,
"eval_steps_per_second": 1.824,
"eval_wer": 0.3602287815340619,
"step": 1300
},
{
"epoch": 12.84,
"eval_loss": 0.4024040102958679,
"eval_runtime": 114.3571,
"eval_samples_per_second": 14.402,
"eval_steps_per_second": 1.801,
"eval_wer": 0.35359003166173014,
"step": 1400
},
{
"epoch": 13.76,
"learning_rate": 3.594713656387665e-05,
"loss": 0.1015,
"step": 1500
},
{
"epoch": 13.76,
"eval_loss": 0.38988158106803894,
"eval_runtime": 113.4392,
"eval_samples_per_second": 14.519,
"eval_steps_per_second": 1.816,
"eval_wer": 0.35747114697170873,
"step": 1500
},
{
"epoch": 14.68,
"eval_loss": 0.3801647126674652,
"eval_runtime": 112.3523,
"eval_samples_per_second": 14.659,
"eval_steps_per_second": 1.834,
"eval_wer": 0.3489939740578082,
"step": 1600
},
{
"epoch": 15.0,
"step": 1635,
"total_flos": 6.468063251673315e+18,
"train_loss": 1.0725414783582774,
"train_runtime": 6951.8597,
"train_samples_per_second": 7.504,
"train_steps_per_second": 0.235
}
],
"max_steps": 1635,
"num_train_epochs": 15,
"total_flos": 6.468063251673315e+18,
"trial_name": null,
"trial_params": null
}