t5-base-finetuned-GLUE-CoLA / trainer_state.json
du33169's picture
Upload folder using huggingface_hub
2ea7f94 verified
{
"best_metric": 0.5835913370480271,
"best_model_checkpoint": "output/fine_tuned/t5-base/CoLA/checkpoint-1876",
"epoch": 10.0,
"eval_steps": 500,
"global_step": 2680,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 0.47356653213500977,
"eval_matthews_correlation": 0.48848785650378773,
"eval_runtime": 4.2201,
"eval_samples_per_second": 247.152,
"eval_steps_per_second": 31.042,
"step": 268
},
{
"epoch": 1.8656716417910446,
"grad_norm": 5.837749481201172,
"learning_rate": 4.067164179104478e-05,
"loss": 0.4668,
"step": 500
},
{
"epoch": 2.0,
"eval_loss": 0.498794287443161,
"eval_matthews_correlation": 0.5416469931221344,
"eval_runtime": 3.8345,
"eval_samples_per_second": 272.005,
"eval_steps_per_second": 34.164,
"step": 536
},
{
"epoch": 3.0,
"eval_loss": 0.5234289765357971,
"eval_matthews_correlation": 0.5495093920893817,
"eval_runtime": 3.8772,
"eval_samples_per_second": 269.01,
"eval_steps_per_second": 33.787,
"step": 804
},
{
"epoch": 3.7313432835820897,
"grad_norm": 3.0416481494903564,
"learning_rate": 3.1343283582089554e-05,
"loss": 0.293,
"step": 1000
},
{
"epoch": 4.0,
"eval_loss": 0.683355450630188,
"eval_matthews_correlation": 0.5434890534893785,
"eval_runtime": 3.8435,
"eval_samples_per_second": 271.364,
"eval_steps_per_second": 34.083,
"step": 1072
},
{
"epoch": 5.0,
"eval_loss": 0.6669164896011353,
"eval_matthews_correlation": 0.565579540997454,
"eval_runtime": 3.9128,
"eval_samples_per_second": 266.561,
"eval_steps_per_second": 33.48,
"step": 1340
},
{
"epoch": 5.597014925373134,
"grad_norm": 3.6730122566223145,
"learning_rate": 2.201492537313433e-05,
"loss": 0.2049,
"step": 1500
},
{
"epoch": 6.0,
"eval_loss": 0.6630592346191406,
"eval_matthews_correlation": 0.5807484475986369,
"eval_runtime": 3.8474,
"eval_samples_per_second": 271.094,
"eval_steps_per_second": 34.049,
"step": 1608
},
{
"epoch": 7.0,
"eval_loss": 0.7744859457015991,
"eval_matthews_correlation": 0.5835913370480271,
"eval_runtime": 2.7082,
"eval_samples_per_second": 385.127,
"eval_steps_per_second": 48.372,
"step": 1876
},
{
"epoch": 7.462686567164179,
"grad_norm": 5.858553409576416,
"learning_rate": 1.2686567164179105e-05,
"loss": 0.1511,
"step": 2000
},
{
"epoch": 8.0,
"eval_loss": 0.8352206349372864,
"eval_matthews_correlation": 0.5780839016534659,
"eval_runtime": 2.3839,
"eval_samples_per_second": 437.524,
"eval_steps_per_second": 54.953,
"step": 2144
},
{
"epoch": 9.0,
"eval_loss": 0.8335957527160645,
"eval_matthews_correlation": 0.567550266689718,
"eval_runtime": 2.3912,
"eval_samples_per_second": 436.19,
"eval_steps_per_second": 54.785,
"step": 2412
},
{
"epoch": 9.328358208955224,
"grad_norm": 2.9813477993011475,
"learning_rate": 3.358208955223881e-06,
"loss": 0.128,
"step": 2500
},
{
"epoch": 10.0,
"eval_loss": 0.8593345880508423,
"eval_matthews_correlation": 0.5624297390215861,
"eval_runtime": 2.9658,
"eval_samples_per_second": 351.678,
"eval_steps_per_second": 44.171,
"step": 2680
},
{
"epoch": 10.0,
"step": 2680,
"total_flos": 1.30568834773248e+16,
"train_loss": 0.05434396516031294,
"train_runtime": 200.6705,
"train_samples_per_second": 426.121,
"train_steps_per_second": 13.355
}
],
"logging_steps": 500,
"max_steps": 2680,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.30568834773248e+16,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}