|
{ |
|
"best_metric": 0.8481262327416174, |
|
"best_model_checkpoint": "omarmomen/sf_babylm_1/finetune/sst2/checkpoint-1200", |
|
"epoch": 4.050632911392405, |
|
"global_step": 3200, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.25, |
|
"eval_accuracy": 0.7775590419769287, |
|
"eval_f1": 0.7855787476280834, |
|
"eval_loss": 0.47054141759872437, |
|
"eval_mcc": 0.5571623075978556, |
|
"eval_runtime": 0.9009, |
|
"eval_samples_per_second": 563.86, |
|
"eval_steps_per_second": 71.037, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.51, |
|
"eval_accuracy": 0.7972440719604492, |
|
"eval_f1": 0.818342151675485, |
|
"eval_loss": 0.516063392162323, |
|
"eval_mcc": 0.6127643523723303, |
|
"eval_runtime": 0.8832, |
|
"eval_samples_per_second": 575.189, |
|
"eval_steps_per_second": 72.465, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 4.683544303797468e-05, |
|
"loss": 0.4417, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.76, |
|
"eval_accuracy": 0.7952755689620972, |
|
"eval_f1": 0.8022813688212928, |
|
"eval_loss": 0.4550493657588959, |
|
"eval_mcc": 0.5925102852024335, |
|
"eval_runtime": 0.9129, |
|
"eval_samples_per_second": 556.495, |
|
"eval_steps_per_second": 70.11, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.01, |
|
"eval_accuracy": 0.8208661675453186, |
|
"eval_f1": 0.8139059304703476, |
|
"eval_loss": 0.4225212037563324, |
|
"eval_mcc": 0.6430750513685719, |
|
"eval_runtime": 0.8829, |
|
"eval_samples_per_second": 575.39, |
|
"eval_steps_per_second": 72.49, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 4.367088607594937e-05, |
|
"loss": 0.2829, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"eval_accuracy": 0.8287401795387268, |
|
"eval_f1": 0.8342857142857143, |
|
"eval_loss": 0.5139408707618713, |
|
"eval_mcc": 0.6594223100685462, |
|
"eval_runtime": 0.8789, |
|
"eval_samples_per_second": 578.009, |
|
"eval_steps_per_second": 72.82, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.52, |
|
"eval_accuracy": 0.8484252095222473, |
|
"eval_f1": 0.8481262327416174, |
|
"eval_loss": 0.43108150362968445, |
|
"eval_mcc": 0.6968557943649227, |
|
"eval_runtime": 0.8802, |
|
"eval_samples_per_second": 577.15, |
|
"eval_steps_per_second": 72.712, |
|
"step": 1200 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"eval_accuracy": 0.836614191532135, |
|
"eval_f1": 0.8382066276803118, |
|
"eval_loss": 0.4951391816139221, |
|
"eval_mcc": 0.6735145020970784, |
|
"eval_runtime": 0.9084, |
|
"eval_samples_per_second": 559.197, |
|
"eval_steps_per_second": 70.45, |
|
"step": 1400 |
|
}, |
|
{ |
|
"epoch": 1.9, |
|
"learning_rate": 4.050632911392405e-05, |
|
"loss": 0.22, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"eval_accuracy": 0.834645688533783, |
|
"eval_f1": 0.83399209486166, |
|
"eval_loss": 0.5284639000892639, |
|
"eval_mcc": 0.6692862125087189, |
|
"eval_runtime": 0.8969, |
|
"eval_samples_per_second": 566.418, |
|
"eval_steps_per_second": 71.36, |
|
"step": 1600 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"eval_accuracy": 0.8208661675453186, |
|
"eval_f1": 0.8292682926829268, |
|
"eval_loss": 0.5978161096572876, |
|
"eval_mcc": 0.6455311108800015, |
|
"eval_runtime": 0.9125, |
|
"eval_samples_per_second": 556.733, |
|
"eval_steps_per_second": 70.14, |
|
"step": 1800 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 3.7341772151898736e-05, |
|
"loss": 0.1552, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"eval_accuracy": 0.8248031735420227, |
|
"eval_f1": 0.8187372708757638, |
|
"eval_loss": 0.5309514403343201, |
|
"eval_mcc": 0.6506555175660951, |
|
"eval_runtime": 0.8778, |
|
"eval_samples_per_second": 578.748, |
|
"eval_steps_per_second": 72.913, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.78, |
|
"eval_accuracy": 0.8464567065238953, |
|
"eval_f1": 0.842741935483871, |
|
"eval_loss": 0.5334874987602234, |
|
"eval_mcc": 0.6933987955035008, |
|
"eval_runtime": 0.8839, |
|
"eval_samples_per_second": 574.755, |
|
"eval_steps_per_second": 72.41, |
|
"step": 2200 |
|
}, |
|
{ |
|
"epoch": 3.04, |
|
"eval_accuracy": 0.836614191532135, |
|
"eval_f1": 0.8349900596421471, |
|
"eval_loss": 0.5910332202911377, |
|
"eval_mcc": 0.6732550524130743, |
|
"eval_runtime": 0.8933, |
|
"eval_samples_per_second": 568.67, |
|
"eval_steps_per_second": 71.644, |
|
"step": 2400 |
|
}, |
|
{ |
|
"epoch": 3.16, |
|
"learning_rate": 3.4177215189873416e-05, |
|
"loss": 0.1361, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.29, |
|
"eval_accuracy": 0.8287401795387268, |
|
"eval_f1": 0.8176100628930818, |
|
"eval_loss": 0.6343502998352051, |
|
"eval_mcc": 0.6616516436112455, |
|
"eval_runtime": 0.8796, |
|
"eval_samples_per_second": 577.541, |
|
"eval_steps_per_second": 72.761, |
|
"step": 2600 |
|
}, |
|
{ |
|
"epoch": 3.54, |
|
"eval_accuracy": 0.8405511975288391, |
|
"eval_f1": 0.8421052631578947, |
|
"eval_loss": 0.6291764378547668, |
|
"eval_mcc": 0.6813907766611972, |
|
"eval_runtime": 0.9128, |
|
"eval_samples_per_second": 556.521, |
|
"eval_steps_per_second": 70.113, |
|
"step": 2800 |
|
}, |
|
{ |
|
"epoch": 3.8, |
|
"learning_rate": 3.10126582278481e-05, |
|
"loss": 0.1, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 3.8, |
|
"eval_accuracy": 0.8051180839538574, |
|
"eval_f1": 0.818348623853211, |
|
"eval_loss": 0.6933022737503052, |
|
"eval_mcc": 0.6177826999510055, |
|
"eval_runtime": 0.8871, |
|
"eval_samples_per_second": 572.626, |
|
"eval_steps_per_second": 72.142, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"eval_accuracy": 0.8169291615486145, |
|
"eval_f1": 0.8312159709618875, |
|
"eval_loss": 0.7717190384864807, |
|
"eval_mcc": 0.644285698842054, |
|
"eval_runtime": 0.8848, |
|
"eval_samples_per_second": 574.172, |
|
"eval_steps_per_second": 72.337, |
|
"step": 3200 |
|
}, |
|
{ |
|
"epoch": 4.05, |
|
"step": 3200, |
|
"total_flos": 5245023150342144.0, |
|
"train_loss": 0.21442661702632904, |
|
"train_runtime": 701.1398, |
|
"train_samples_per_second": 720.655, |
|
"train_steps_per_second": 11.267 |
|
} |
|
], |
|
"max_steps": 7900, |
|
"num_train_epochs": 10, |
|
"total_flos": 5245023150342144.0, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|