xls-r-1b-bem-genbed-all / trainer_state.json
csikasote's picture
End of training
e23ad97 verified
{
"best_metric": 0.21721933782100677,
"best_model_checkpoint": "./xls-r-1b-bem-genbed-all/checkpoint-3000",
"epoch": 4.9966953073364175,
"eval_steps": 200,
"global_step": 3780,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.26437541308658297,
"grad_norm": 3.2960169315338135,
"learning_rate": 1.97e-05,
"loss": 4.6827,
"step": 200
},
{
"epoch": 0.26437541308658297,
"eval_loss": 2.834711790084839,
"eval_runtime": 123.0061,
"eval_samples_per_second": 16.406,
"eval_steps_per_second": 4.105,
"eval_wer": 1.0,
"step": 200
},
{
"epoch": 0.5287508261731659,
"grad_norm": 5.020152568817139,
"learning_rate": 3.97e-05,
"loss": 1.0401,
"step": 400
},
{
"epoch": 0.5287508261731659,
"eval_loss": 0.5636318922042847,
"eval_runtime": 121.385,
"eval_samples_per_second": 16.625,
"eval_steps_per_second": 4.16,
"eval_wer": 0.9410307234886026,
"step": 400
},
{
"epoch": 0.7931262392597488,
"grad_norm": 4.118492126464844,
"learning_rate": 4.852134146341464e-05,
"loss": 0.4289,
"step": 600
},
{
"epoch": 0.7931262392597488,
"eval_loss": 0.40182533860206604,
"eval_runtime": 122.3487,
"eval_samples_per_second": 16.494,
"eval_steps_per_second": 4.128,
"eval_wer": 0.9028741328047571,
"step": 600
},
{
"epoch": 1.0575016523463319,
"grad_norm": 1.0666348934173584,
"learning_rate": 4.5472560975609756e-05,
"loss": 0.3449,
"step": 800
},
{
"epoch": 1.0575016523463319,
"eval_loss": 0.3604024052619934,
"eval_runtime": 123.3539,
"eval_samples_per_second": 16.359,
"eval_steps_per_second": 4.094,
"eval_wer": 0.8771060455896927,
"step": 800
},
{
"epoch": 1.3218770654329148,
"grad_norm": 3.203847885131836,
"learning_rate": 4.242378048780488e-05,
"loss": 0.2954,
"step": 1000
},
{
"epoch": 1.3218770654329148,
"eval_loss": 0.33885934948921204,
"eval_runtime": 124.083,
"eval_samples_per_second": 16.263,
"eval_steps_per_second": 4.07,
"eval_wer": 0.8741328047571854,
"step": 1000
},
{
"epoch": 1.5862524785194978,
"grad_norm": 2.469949722290039,
"learning_rate": 3.9375e-05,
"loss": 0.2719,
"step": 1200
},
{
"epoch": 1.5862524785194978,
"eval_loss": 0.29620760679244995,
"eval_runtime": 124.1198,
"eval_samples_per_second": 16.258,
"eval_steps_per_second": 4.069,
"eval_wer": 0.8439048562933598,
"step": 1200
},
{
"epoch": 1.8506278916060808,
"grad_norm": 1.500631332397461,
"learning_rate": 3.632621951219513e-05,
"loss": 0.2472,
"step": 1400
},
{
"epoch": 1.8506278916060808,
"eval_loss": 0.2701094448566437,
"eval_runtime": 123.0962,
"eval_samples_per_second": 16.394,
"eval_steps_per_second": 4.102,
"eval_wer": 0.8052527254707631,
"step": 1400
},
{
"epoch": 2.1150033046926637,
"grad_norm": 0.6989238262176514,
"learning_rate": 3.327743902439025e-05,
"loss": 0.2093,
"step": 1600
},
{
"epoch": 2.1150033046926637,
"eval_loss": 0.2598518133163452,
"eval_runtime": 123.5685,
"eval_samples_per_second": 16.331,
"eval_steps_per_second": 4.087,
"eval_wer": 0.8285431119920713,
"step": 1600
},
{
"epoch": 2.3793787177792467,
"grad_norm": 0.9642230868339539,
"learning_rate": 3.022865853658537e-05,
"loss": 0.1725,
"step": 1800
},
{
"epoch": 2.3793787177792467,
"eval_loss": 0.2533758580684662,
"eval_runtime": 124.2174,
"eval_samples_per_second": 16.246,
"eval_steps_per_second": 4.065,
"eval_wer": 0.8374628344895937,
"step": 1800
},
{
"epoch": 2.6437541308658297,
"grad_norm": 0.6002829670906067,
"learning_rate": 2.717987804878049e-05,
"loss": 0.1675,
"step": 2000
},
{
"epoch": 2.6437541308658297,
"eval_loss": 0.240593820810318,
"eval_runtime": 125.6029,
"eval_samples_per_second": 16.067,
"eval_steps_per_second": 4.021,
"eval_wer": 0.7690782953419227,
"step": 2000
},
{
"epoch": 2.9081295439524126,
"grad_norm": 1.0664541721343994,
"learning_rate": 2.413109756097561e-05,
"loss": 0.1632,
"step": 2200
},
{
"epoch": 2.9081295439524126,
"eval_loss": 0.2308683693408966,
"eval_runtime": 124.4,
"eval_samples_per_second": 16.222,
"eval_steps_per_second": 4.059,
"eval_wer": 0.7616451932606542,
"step": 2200
},
{
"epoch": 3.1725049570389956,
"grad_norm": 0.6247605681419373,
"learning_rate": 2.108231707317073e-05,
"loss": 0.1295,
"step": 2400
},
{
"epoch": 3.1725049570389956,
"eval_loss": 0.23871323466300964,
"eval_runtime": 124.4212,
"eval_samples_per_second": 16.219,
"eval_steps_per_second": 4.059,
"eval_wer": 0.7556987115956393,
"step": 2400
},
{
"epoch": 3.4368803701255786,
"grad_norm": 0.5814207792282104,
"learning_rate": 1.8033536585365853e-05,
"loss": 0.1082,
"step": 2600
},
{
"epoch": 3.4368803701255786,
"eval_loss": 0.2275388240814209,
"eval_runtime": 124.2026,
"eval_samples_per_second": 16.248,
"eval_steps_per_second": 4.066,
"eval_wer": 0.7329038652130823,
"step": 2600
},
{
"epoch": 3.7012557832121615,
"grad_norm": 0.5891350507736206,
"learning_rate": 1.4984756097560976e-05,
"loss": 0.1059,
"step": 2800
},
{
"epoch": 3.7012557832121615,
"eval_loss": 0.223988875746727,
"eval_runtime": 124.3149,
"eval_samples_per_second": 16.233,
"eval_steps_per_second": 4.062,
"eval_wer": 0.7329038652130823,
"step": 2800
},
{
"epoch": 3.965631196298744,
"grad_norm": 1.1988484859466553,
"learning_rate": 1.1935975609756097e-05,
"loss": 0.1049,
"step": 3000
},
{
"epoch": 3.965631196298744,
"eval_loss": 0.21721933782100677,
"eval_runtime": 124.3819,
"eval_samples_per_second": 16.224,
"eval_steps_per_second": 4.06,
"eval_wer": 0.7294350842418236,
"step": 3000
},
{
"epoch": 4.2300066093853275,
"grad_norm": 0.32344383001327515,
"learning_rate": 8.88719512195122e-06,
"loss": 0.0657,
"step": 3200
},
{
"epoch": 4.2300066093853275,
"eval_loss": 0.23203983902931213,
"eval_runtime": 125.8598,
"eval_samples_per_second": 16.034,
"eval_steps_per_second": 4.012,
"eval_wer": 0.722001982160555,
"step": 3200
},
{
"epoch": 4.49438202247191,
"grad_norm": 0.8019347190856934,
"learning_rate": 5.838414634146342e-06,
"loss": 0.059,
"step": 3400
},
{
"epoch": 4.49438202247191,
"eval_loss": 0.23412850499153137,
"eval_runtime": 124.439,
"eval_samples_per_second": 16.217,
"eval_steps_per_second": 4.058,
"eval_wer": 0.7215064420218038,
"step": 3400
},
{
"epoch": 4.758757435558493,
"grad_norm": 0.9007149934768677,
"learning_rate": 2.7896341463414635e-06,
"loss": 0.0582,
"step": 3600
},
{
"epoch": 4.758757435558493,
"eval_loss": 0.2315901815891266,
"eval_runtime": 124.1565,
"eval_samples_per_second": 16.254,
"eval_steps_per_second": 4.067,
"eval_wer": 0.711595639246779,
"step": 3600
},
{
"epoch": 4.9966953073364175,
"step": 3780,
"total_flos": 1.7289369341985591e+19,
"train_loss": 0.4604275799302197,
"train_runtime": 6372.0716,
"train_samples_per_second": 4.746,
"train_steps_per_second": 0.593
}
],
"logging_steps": 200,
"max_steps": 3780,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 200,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.7289369341985591e+19,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}