gokuls's picture
End of training
602ad36
raw
history blame
6.37 kB
{
"best_metric": 0.6102265119552612,
"best_model_checkpoint": "mobilebert_add_GLUE_Experiment_cola_256/checkpoint-737",
"epoch": 16.0,
"global_step": 1072,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 0.6129,
"step": 67
},
{
"epoch": 1.0,
"eval_loss": 0.6179760098457336,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9044,
"eval_samples_per_second": 547.668,
"eval_steps_per_second": 4.726,
"step": 67
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.6078,
"step": 134
},
{
"epoch": 2.0,
"eval_loss": 0.6178193688392639,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9385,
"eval_samples_per_second": 538.041,
"eval_steps_per_second": 4.643,
"step": 134
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.6073,
"step": 201
},
{
"epoch": 3.0,
"eval_loss": 0.6178669333457947,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9618,
"eval_samples_per_second": 531.659,
"eval_steps_per_second": 4.588,
"step": 201
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6067,
"step": 268
},
{
"epoch": 4.0,
"eval_loss": 0.6166986227035522,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9261,
"eval_samples_per_second": 541.5,
"eval_steps_per_second": 4.673,
"step": 268
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.6059,
"step": 335
},
{
"epoch": 5.0,
"eval_loss": 0.6167794466018677,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.882,
"eval_samples_per_second": 554.203,
"eval_steps_per_second": 4.782,
"step": 335
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.5998,
"step": 402
},
{
"epoch": 6.0,
"eval_loss": 0.6115455627441406,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.8963,
"eval_samples_per_second": 550.027,
"eval_steps_per_second": 4.746,
"step": 402
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 0.5917,
"step": 469
},
{
"epoch": 7.0,
"eval_loss": 0.6122425198554993,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9219,
"eval_samples_per_second": 542.687,
"eval_steps_per_second": 4.683,
"step": 469
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 0.5849,
"step": 536
},
{
"epoch": 8.0,
"eval_loss": 0.6126018166542053,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.9382,
"eval_samples_per_second": 538.131,
"eval_steps_per_second": 4.644,
"step": 536
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 0.5796,
"step": 603
},
{
"epoch": 9.0,
"eval_loss": 0.6276524066925049,
"eval_matthews_correlation": 0.0,
"eval_runtime": 1.8651,
"eval_samples_per_second": 559.208,
"eval_steps_per_second": 4.825,
"step": 603
},
{
"epoch": 10.0,
"learning_rate": 4e-05,
"loss": 0.5759,
"step": 670
},
{
"epoch": 10.0,
"eval_loss": 0.6138085722923279,
"eval_matthews_correlation": 0.00286100001416597,
"eval_runtime": 1.8774,
"eval_samples_per_second": 555.557,
"eval_steps_per_second": 4.794,
"step": 670
},
{
"epoch": 11.0,
"learning_rate": 3.9000000000000006e-05,
"loss": 0.5733,
"step": 737
},
{
"epoch": 11.0,
"eval_loss": 0.6102265119552612,
"eval_matthews_correlation": 0.01845565733408863,
"eval_runtime": 1.925,
"eval_samples_per_second": 541.806,
"eval_steps_per_second": 4.675,
"step": 737
},
{
"epoch": 12.0,
"learning_rate": 3.8e-05,
"loss": 0.5716,
"step": 804
},
{
"epoch": 12.0,
"eval_loss": 0.6143413782119751,
"eval_matthews_correlation": 0.025208083291660098,
"eval_runtime": 1.8542,
"eval_samples_per_second": 562.494,
"eval_steps_per_second": 4.854,
"step": 804
},
{
"epoch": 13.0,
"learning_rate": 3.7e-05,
"loss": 0.5667,
"step": 871
},
{
"epoch": 13.0,
"eval_loss": 0.6347153782844543,
"eval_matthews_correlation": 0.03482284441916008,
"eval_runtime": 1.8966,
"eval_samples_per_second": 549.934,
"eval_steps_per_second": 4.745,
"step": 871
},
{
"epoch": 14.0,
"learning_rate": 3.6e-05,
"loss": 0.5662,
"step": 938
},
{
"epoch": 14.0,
"eval_loss": 0.6314128637313843,
"eval_matthews_correlation": 0.03846275142815186,
"eval_runtime": 1.858,
"eval_samples_per_second": 561.368,
"eval_steps_per_second": 4.844,
"step": 938
},
{
"epoch": 15.0,
"learning_rate": 3.5e-05,
"loss": 0.5631,
"step": 1005
},
{
"epoch": 15.0,
"eval_loss": 0.6130307912826538,
"eval_matthews_correlation": 0.017448205413933698,
"eval_runtime": 1.8802,
"eval_samples_per_second": 554.731,
"eval_steps_per_second": 4.787,
"step": 1005
},
{
"epoch": 16.0,
"learning_rate": 3.4000000000000007e-05,
"loss": 0.5628,
"step": 1072
},
{
"epoch": 16.0,
"eval_loss": 0.6218040585517883,
"eval_matthews_correlation": 0.03482284441916008,
"eval_runtime": 1.8684,
"eval_samples_per_second": 558.219,
"eval_steps_per_second": 4.817,
"step": 1072
},
{
"epoch": 16.0,
"step": 1072,
"total_flos": 3526461549969408.0,
"train_loss": 0.5860174342767516,
"train_runtime": 908.8925,
"train_samples_per_second": 470.408,
"train_steps_per_second": 3.686
}
],
"max_steps": 3350,
"num_train_epochs": 50,
"total_flos": 3526461549969408.0,
"trial_name": null,
"trial_params": null
}