wav2vec2-xls-r-1b-hy / trainer_state.json
arampacha's picture
iter 2
2d9955e
raw
history blame
6.9 kB
{
"best_metric": 0.2248678207397461,
"best_model_checkpoint": "./checkpoint-1600",
"epoch": 61.53333333333333,
"global_step": 1600,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 3.84,
"learning_rate": 4.980500000000001e-05,
"loss": 4.9923,
"step": 100
},
{
"epoch": 3.84,
"eval_cer": 1.0,
"eval_loss": 3.156188488006592,
"eval_runtime": 15.7049,
"eval_samples_per_second": 21.331,
"eval_steps_per_second": 0.382,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 7.69,
"learning_rate": 8e-05,
"loss": 2.1775,
"step": 200
},
{
"epoch": 7.69,
"eval_cer": 0.11219018715225089,
"eval_loss": 0.43336454033851624,
"eval_runtime": 15.2789,
"eval_samples_per_second": 21.926,
"eval_steps_per_second": 0.393,
"eval_wer": 0.5804059328649492,
"step": 200
},
{
"epoch": 11.53,
"learning_rate": 8e-05,
"loss": 1.3708,
"step": 300
},
{
"epoch": 11.53,
"eval_cer": 0.07966616084977238,
"eval_loss": 0.3105751574039459,
"eval_runtime": 15.048,
"eval_samples_per_second": 22.262,
"eval_steps_per_second": 0.399,
"eval_wer": 0.4336455893832943,
"step": 300
},
{
"epoch": 15.38,
"learning_rate": 8e-05,
"loss": 1.2266,
"step": 400
},
{
"epoch": 15.38,
"eval_cer": 0.06732422862923622,
"eval_loss": 0.26751142740249634,
"eval_runtime": 15.232,
"eval_samples_per_second": 21.993,
"eval_steps_per_second": 0.394,
"eval_wer": 0.3672911787665886,
"step": 400
},
{
"epoch": 19.23,
"learning_rate": 8e-05,
"loss": 1.093,
"step": 500
},
{
"epoch": 19.23,
"eval_cer": 0.06327769347496207,
"eval_loss": 0.24162611365318298,
"eval_runtime": 14.995,
"eval_samples_per_second": 22.341,
"eval_steps_per_second": 0.4,
"eval_wer": 0.35011709601873536,
"step": 500
},
{
"epoch": 23.08,
"learning_rate": 8e-05,
"loss": 0.989,
"step": 600
},
{
"epoch": 23.08,
"eval_cer": 0.06105209914011128,
"eval_loss": 0.23200440406799316,
"eval_runtime": 15.3525,
"eval_samples_per_second": 21.821,
"eval_steps_per_second": 0.391,
"eval_wer": 0.3251366120218579,
"step": 600
},
{
"epoch": 26.91,
"learning_rate": 8e-05,
"loss": 0.9518,
"step": 700
},
{
"epoch": 26.91,
"eval_cer": 0.05842185128983308,
"eval_loss": 0.2413272261619568,
"eval_runtime": 15.2385,
"eval_samples_per_second": 21.984,
"eval_steps_per_second": 0.394,
"eval_wer": 0.3192818110850898,
"step": 700
},
{
"epoch": 30.76,
"learning_rate": 8e-05,
"loss": 0.9075,
"step": 800
},
{
"epoch": 30.76,
"eval_cer": 0.05933232169954476,
"eval_loss": 0.23544833064079285,
"eval_runtime": 15.1938,
"eval_samples_per_second": 22.049,
"eval_steps_per_second": 0.395,
"eval_wer": 0.3200624512099922,
"step": 800
},
{
"epoch": 34.61,
"learning_rate": 7.059500000000001e-05,
"loss": 0.878,
"step": 900
},
{
"epoch": 34.61,
"eval_cer": 0.057916034395548814,
"eval_loss": 0.22777308523654938,
"eval_runtime": 14.9728,
"eval_samples_per_second": 22.374,
"eval_steps_per_second": 0.401,
"eval_wer": 0.3126463700234192,
"step": 900
},
{
"epoch": 38.46,
"learning_rate": 6.109500000000001e-05,
"loss": 0.8563,
"step": 1000
},
{
"epoch": 38.46,
"eval_cer": 0.054779969650986346,
"eval_loss": 0.2326740324497223,
"eval_runtime": 15.1749,
"eval_samples_per_second": 22.076,
"eval_steps_per_second": 0.395,
"eval_wer": 0.2962529274004684,
"step": 1000
},
{
"epoch": 42.3,
"learning_rate": 5.169000000000001e-05,
"loss": 0.8084,
"step": 1100
},
{
"epoch": 42.3,
"eval_cer": 0.05407182599898837,
"eval_loss": 0.22712552547454834,
"eval_runtime": 15.3083,
"eval_samples_per_second": 21.884,
"eval_steps_per_second": 0.392,
"eval_wer": 0.2923497267759563,
"step": 1100
},
{
"epoch": 46.15,
"learning_rate": 4.219000000000001e-05,
"loss": 0.7845,
"step": 1200
},
{
"epoch": 46.15,
"eval_cer": 0.053667172483560954,
"eval_loss": 0.23326420783996582,
"eval_runtime": 15.1559,
"eval_samples_per_second": 22.104,
"eval_steps_per_second": 0.396,
"eval_wer": 0.29508196721311475,
"step": 1200
},
{
"epoch": 49.99,
"learning_rate": 3.269000000000001e-05,
"loss": 0.7487,
"step": 1300
},
{
"epoch": 49.99,
"eval_cer": 0.052453211937278706,
"eval_loss": 0.22895006835460663,
"eval_runtime": 15.373,
"eval_samples_per_second": 21.791,
"eval_steps_per_second": 0.39,
"eval_wer": 0.2888368462138954,
"step": 1300
},
{
"epoch": 53.84,
"learning_rate": 2.319e-05,
"loss": 0.7182,
"step": 1400
},
{
"epoch": 53.84,
"eval_cer": 0.05346484572584724,
"eval_loss": 0.23406584560871124,
"eval_runtime": 15.2056,
"eval_samples_per_second": 22.031,
"eval_steps_per_second": 0.395,
"eval_wer": 0.28766588602654175,
"step": 1400
},
{
"epoch": 57.69,
"learning_rate": 1.369e-05,
"loss": 0.7095,
"step": 1500
},
{
"epoch": 57.69,
"eval_cer": 0.05154274152756702,
"eval_loss": 0.22908572852611542,
"eval_runtime": 15.2684,
"eval_samples_per_second": 21.941,
"eval_steps_per_second": 0.393,
"eval_wer": 0.2818110850897736,
"step": 1500
},
{
"epoch": 61.53,
"learning_rate": 4.190000000000005e-06,
"loss": 0.6953,
"step": 1600
},
{
"epoch": 61.53,
"eval_cer": 0.05078401618614062,
"eval_loss": 0.2248678207397461,
"eval_runtime": 15.2139,
"eval_samples_per_second": 22.019,
"eval_steps_per_second": 0.394,
"eval_wer": 0.2782982045277127,
"step": 1600
},
{
"epoch": 61.53,
"step": 1600,
"total_flos": 1.3126730002882698e+20,
"train_loss": 1.2442097234725953,
"train_runtime": 17605.3989,
"train_samples_per_second": 11.633,
"train_steps_per_second": 0.091
}
],
"max_steps": 1600,
"num_train_epochs": 62,
"total_flos": 1.3126730002882698e+20,
"trial_name": null,
"trial_params": null
}