wav2vec2-large-xlsr-georgian / trainer_state.json
m3hrdadfi's picture
HP-tune and optimize the model for a better performance
4462fcd
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 59.991596638655466,
"global_step": 3540,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 5.08,
"learning_rate": 0.0003546,
"loss": 6.338,
"step": 300
},
{
"epoch": 5.08,
"eval_loss": 3.1361563205718994,
"eval_runtime": 51.9297,
"eval_samples_per_second": 12.632,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 10.17,
"learning_rate": 0.0005715592105263158,
"loss": 3.1258,
"step": 600
},
{
"epoch": 10.17,
"eval_loss": 3.0660765171051025,
"eval_runtime": 50.6635,
"eval_samples_per_second": 12.948,
"eval_wer": 1.0,
"step": 600
},
{
"epoch": 15.25,
"learning_rate": 0.0005132368421052633,
"loss": 1.4079,
"step": 900
},
{
"epoch": 15.25,
"eval_loss": 0.5029116272926331,
"eval_runtime": 51.4993,
"eval_samples_per_second": 12.738,
"eval_wer": 0.6116052520118593,
"step": 900
},
{
"epoch": 20.34,
"learning_rate": 0.00045491447368421056,
"loss": 0.1446,
"step": 1200
},
{
"epoch": 20.34,
"eval_loss": 0.5113032460212708,
"eval_runtime": 51.276,
"eval_samples_per_second": 12.794,
"eval_wer": 0.5307073274036426,
"step": 1200
},
{
"epoch": 25.42,
"learning_rate": 0.0003965921052631579,
"loss": 0.0714,
"step": 1500
},
{
"epoch": 25.42,
"eval_loss": 0.5406283140182495,
"eval_runtime": 51.4595,
"eval_samples_per_second": 12.748,
"eval_wer": 0.5006353240152478,
"step": 1500
},
{
"epoch": 30.5,
"learning_rate": 0.00033826973684210527,
"loss": 0.0459,
"step": 1800
},
{
"epoch": 30.5,
"eval_loss": 0.5775919556617737,
"eval_runtime": 51.4074,
"eval_samples_per_second": 12.761,
"eval_wer": 0.49767047861075814,
"step": 1800
},
{
"epoch": 35.59,
"learning_rate": 0.0002799473684210526,
"loss": 0.0372,
"step": 2100
},
{
"epoch": 35.59,
"eval_loss": 0.5846429467201233,
"eval_runtime": 51.8427,
"eval_samples_per_second": 12.654,
"eval_wer": 0.4805167301990682,
"step": 2100
},
{
"epoch": 40.67,
"learning_rate": 0.00022162500000000003,
"loss": 0.0297,
"step": 2400
},
{
"epoch": 40.67,
"eval_loss": 0.5748910903930664,
"eval_runtime": 51.453,
"eval_samples_per_second": 12.75,
"eval_wer": 0.4841168996188056,
"step": 2400
},
{
"epoch": 45.76,
"learning_rate": 0.0001633026315789474,
"loss": 0.0254,
"step": 2700
},
{
"epoch": 45.76,
"eval_loss": 0.592321515083313,
"eval_runtime": 51.3943,
"eval_samples_per_second": 12.764,
"eval_wer": 0.4614570097416349,
"step": 2700
},
{
"epoch": 50.84,
"learning_rate": 0.00010498026315789474,
"loss": 0.0198,
"step": 3000
},
{
"epoch": 50.84,
"eval_loss": 0.5621945261955261,
"eval_runtime": 51.5882,
"eval_samples_per_second": 12.716,
"eval_wer": 0.4404913172384583,
"step": 3000
},
{
"epoch": 55.92,
"learning_rate": 4.665789473684211e-05,
"loss": 0.0193,
"step": 3300
},
{
"epoch": 55.92,
"eval_loss": 0.5657602548599243,
"eval_runtime": 71.8217,
"eval_samples_per_second": 9.134,
"eval_wer": 0.4470563320626853,
"step": 3300
},
{
"epoch": 59.99,
"step": 3540,
"total_flos": 3.4970554953107223e+19,
"train_runtime": 23737.912,
"train_samples_per_second": 0.149
}
],
"max_steps": 3540,
"num_train_epochs": 60,
"total_flos": 3.4970554953107223e+19,
"trial_name": null,
"trial_params": null
}