csikasote's picture
End of training
b99c9fb verified
{
"best_metric": 0.5856660604476929,
"best_model_checkpoint": "/scratch/skscla001/speech/results/xls-r-1b-bigcgen-combined-15hrs-model/checkpoint-1200",
"epoch": 2.2566995768688294,
"eval_steps": 100,
"global_step": 1600,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14104372355430184,
"eval_loss": 3.8893141746520996,
"eval_runtime": 53.0152,
"eval_samples_per_second": 12.864,
"eval_steps_per_second": 3.225,
"eval_wer": 1.0,
"step": 100
},
{
"epoch": 0.2820874471086037,
"eval_loss": 2.6866326332092285,
"eval_runtime": 52.8101,
"eval_samples_per_second": 12.914,
"eval_steps_per_second": 3.238,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 0.4231311706629055,
"eval_loss": 1.4204449653625488,
"eval_runtime": 53.002,
"eval_samples_per_second": 12.867,
"eval_steps_per_second": 3.226,
"eval_wer": 1.0,
"step": 300
},
{
"epoch": 0.5641748942172073,
"eval_loss": 0.8780319094657898,
"eval_runtime": 53.1195,
"eval_samples_per_second": 12.839,
"eval_steps_per_second": 3.219,
"eval_wer": 0.8846789749242215,
"step": 400
},
{
"epoch": 0.7052186177715092,
"grad_norm": 4.491549491882324,
"learning_rate": 3e-05,
"loss": 5.5784,
"step": 500
},
{
"epoch": 0.7052186177715092,
"eval_loss": 0.8820701241493225,
"eval_runtime": 53.4186,
"eval_samples_per_second": 12.767,
"eval_steps_per_second": 3.201,
"eval_wer": 0.9582529622485533,
"step": 500
},
{
"epoch": 0.846262341325811,
"eval_loss": 0.6897755861282349,
"eval_runtime": 53.3341,
"eval_samples_per_second": 12.787,
"eval_steps_per_second": 3.206,
"eval_wer": 0.7508955635161202,
"step": 600
},
{
"epoch": 0.9873060648801129,
"eval_loss": 0.6909680962562561,
"eval_runtime": 53.3024,
"eval_samples_per_second": 12.795,
"eval_steps_per_second": 3.208,
"eval_wer": 0.8689721686414991,
"step": 700
},
{
"epoch": 1.1283497884344147,
"eval_loss": 0.6632267832756042,
"eval_runtime": 53.2656,
"eval_samples_per_second": 12.804,
"eval_steps_per_second": 3.21,
"eval_wer": 0.681041609258749,
"step": 800
},
{
"epoch": 1.2693935119887165,
"eval_loss": 0.6164674758911133,
"eval_runtime": 53.6138,
"eval_samples_per_second": 12.721,
"eval_steps_per_second": 3.189,
"eval_wer": 0.6048498208872968,
"step": 900
},
{
"epoch": 1.4104372355430184,
"grad_norm": 6.964908599853516,
"learning_rate": 2.9277804525758308e-05,
"loss": 1.2954,
"step": 1000
},
{
"epoch": 1.4104372355430184,
"eval_loss": 0.60063636302948,
"eval_runtime": 53.8102,
"eval_samples_per_second": 12.674,
"eval_steps_per_second": 3.178,
"eval_wer": 0.6133921190410582,
"step": 1000
},
{
"epoch": 1.5514809590973202,
"eval_loss": 0.6859056353569031,
"eval_runtime": 53.6927,
"eval_samples_per_second": 12.702,
"eval_steps_per_second": 3.185,
"eval_wer": 0.7683934968310829,
"step": 1100
},
{
"epoch": 1.692524682651622,
"eval_loss": 0.5856660604476929,
"eval_runtime": 53.9146,
"eval_samples_per_second": 12.65,
"eval_steps_per_second": 3.172,
"eval_wer": 0.6273077982915404,
"step": 1200
},
{
"epoch": 1.8335684062059239,
"eval_loss": 0.6304970383644104,
"eval_runtime": 53.5646,
"eval_samples_per_second": 12.732,
"eval_steps_per_second": 3.192,
"eval_wer": 0.6154588040782585,
"step": 1300
},
{
"epoch": 1.9746121297602257,
"eval_loss": 0.6212508678436279,
"eval_runtime": 53.3498,
"eval_samples_per_second": 12.784,
"eval_steps_per_second": 3.205,
"eval_wer": 0.5855607605400936,
"step": 1400
},
{
"epoch": 2.1156558533145273,
"grad_norm": 4.57673978805542,
"learning_rate": 2.855560905151661e-05,
"loss": 1.1582,
"step": 1500
},
{
"epoch": 2.1156558533145273,
"eval_loss": 0.5891425609588623,
"eval_runtime": 53.7029,
"eval_samples_per_second": 12.699,
"eval_steps_per_second": 3.184,
"eval_wer": 0.5983742077707357,
"step": 1500
},
{
"epoch": 2.2566995768688294,
"eval_loss": 0.6605567932128906,
"eval_runtime": 53.1853,
"eval_samples_per_second": 12.823,
"eval_steps_per_second": 3.215,
"eval_wer": 0.7040507026729127,
"step": 1600
},
{
"epoch": 2.2566995768688294,
"step": 1600,
"total_flos": 9.492183580866103e+18,
"train_loss": 2.5750148630142213,
"train_runtime": 3143.2537,
"train_samples_per_second": 54.106,
"train_steps_per_second": 6.767
}
],
"logging_steps": 500,
"max_steps": 21270,
"num_input_tokens_seen": 0,
"num_train_epochs": 30,
"save_steps": 400,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 4,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 4
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 9.492183580866103e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}