add_BERT_no_pretrain_sst2 / trainer_state.json
gokuls's picture
End of training
f8131bb
raw
history blame
2.79 kB
{
"best_metric": 0.6978054046630859,
"best_model_checkpoint": "add_BERT_no_pretrain_sst2/checkpoint-527",
"epoch": 6.0,
"global_step": 3162,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 0.0004900379506641366,
"loss": 0.7276,
"step": 527
},
{
"epoch": 1.0,
"eval_accuracy": 0.5091743119266054,
"eval_loss": 0.6978054046630859,
"eval_runtime": 1.3727,
"eval_samples_per_second": 635.255,
"eval_steps_per_second": 5.1,
"step": 527
},
{
"epoch": 2.0,
"learning_rate": 0.00048003795066413666,
"loss": 0.6872,
"step": 1054
},
{
"epoch": 2.0,
"eval_accuracy": 0.5091743119266054,
"eval_loss": 0.7013314366340637,
"eval_runtime": 1.3699,
"eval_samples_per_second": 636.538,
"eval_steps_per_second": 5.11,
"step": 1054
},
{
"epoch": 3.0,
"learning_rate": 0.00047003795066413663,
"loss": 0.6873,
"step": 1581
},
{
"epoch": 3.0,
"eval_accuracy": 0.5091743119266054,
"eval_loss": 0.6995900273323059,
"eval_runtime": 1.3659,
"eval_samples_per_second": 638.425,
"eval_steps_per_second": 5.125,
"step": 1581
},
{
"epoch": 4.0,
"learning_rate": 0.0004604554079696395,
"loss": 0.6868,
"step": 2108
},
{
"epoch": 4.0,
"eval_accuracy": 0.4908256880733945,
"eval_loss": NaN,
"eval_runtime": 1.3643,
"eval_samples_per_second": 639.154,
"eval_steps_per_second": 5.131,
"step": 2108
},
{
"epoch": 5.0,
"learning_rate": 0.000453168880455408,
"loss": 0.6864,
"step": 2635
},
{
"epoch": 5.0,
"eval_accuracy": 0.4908256880733945,
"eval_loss": NaN,
"eval_runtime": 1.3451,
"eval_samples_per_second": 648.288,
"eval_steps_per_second": 5.204,
"step": 2635
},
{
"epoch": 6.0,
"learning_rate": 0.000443168880455408,
"loss": 0.0,
"step": 3162
},
{
"epoch": 6.0,
"eval_accuracy": 0.4908256880733945,
"eval_loss": NaN,
"eval_runtime": 1.3487,
"eval_samples_per_second": 646.555,
"eval_steps_per_second": 5.19,
"step": 3162
},
{
"epoch": 6.0,
"step": 3162,
"total_flos": 5.771431023476736e+16,
"train_loss": 0.5792089338019104,
"train_runtime": 1859.6741,
"train_samples_per_second": 1810.774,
"train_steps_per_second": 14.169
}
],
"max_steps": 26350,
"num_train_epochs": 50,
"total_flos": 5.771431023476736e+16,
"trial_name": null,
"trial_params": null
}