hBERTv1_new_pretrain_w_init__rte / trainer_state.json
gokuls's picture
End of training
3a56624
raw
history blame
3.09 kB
{
"best_metric": 0.6924921870231628,
"best_model_checkpoint": "hBERTv1_new_pretrain_w_init__rte/checkpoint-40",
"epoch": 7.0,
"global_step": 140,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 0.00049,
"loss": 5.3184,
"step": 20
},
{
"epoch": 1.0,
"eval_accuracy": 0.4729241877256318,
"eval_loss": 2.3444929122924805,
"eval_runtime": 0.5056,
"eval_samples_per_second": 547.866,
"eval_steps_per_second": 5.934,
"step": 20
},
{
"epoch": 2.0,
"learning_rate": 0.00048,
"loss": 1.0827,
"step": 40
},
{
"epoch": 2.0,
"eval_accuracy": 0.5270758122743683,
"eval_loss": 0.6924921870231628,
"eval_runtime": 0.5111,
"eval_samples_per_second": 541.947,
"eval_steps_per_second": 5.869,
"step": 40
},
{
"epoch": 3.0,
"learning_rate": 0.00047,
"loss": 0.7099,
"step": 60
},
{
"epoch": 3.0,
"eval_accuracy": 0.5270758122743683,
"eval_loss": 0.697836697101593,
"eval_runtime": 0.5089,
"eval_samples_per_second": 544.326,
"eval_steps_per_second": 5.895,
"step": 60
},
{
"epoch": 4.0,
"learning_rate": 0.00046,
"loss": 0.7064,
"step": 80
},
{
"epoch": 4.0,
"eval_accuracy": 0.4729241877256318,
"eval_loss": 0.6937753558158875,
"eval_runtime": 0.507,
"eval_samples_per_second": 546.375,
"eval_steps_per_second": 5.917,
"step": 80
},
{
"epoch": 5.0,
"learning_rate": 0.00045000000000000004,
"loss": 0.7008,
"step": 100
},
{
"epoch": 5.0,
"eval_accuracy": 0.5270758122743683,
"eval_loss": 0.6991623640060425,
"eval_runtime": 0.5084,
"eval_samples_per_second": 544.873,
"eval_steps_per_second": 5.901,
"step": 100
},
{
"epoch": 6.0,
"learning_rate": 0.00044,
"loss": 0.7007,
"step": 120
},
{
"epoch": 6.0,
"eval_accuracy": 0.4729241877256318,
"eval_loss": 0.7100631594657898,
"eval_runtime": 0.5105,
"eval_samples_per_second": 542.584,
"eval_steps_per_second": 5.876,
"step": 120
},
{
"epoch": 7.0,
"learning_rate": 0.00043,
"loss": 0.696,
"step": 140
},
{
"epoch": 7.0,
"eval_accuracy": 0.4729241877256318,
"eval_loss": 0.699120044708252,
"eval_runtime": 0.5094,
"eval_samples_per_second": 543.815,
"eval_steps_per_second": 5.89,
"step": 140
},
{
"epoch": 7.0,
"step": 140,
"total_flos": 2581326716731392.0,
"train_loss": 1.4164232867104667,
"train_runtime": 117.9285,
"train_samples_per_second": 1055.725,
"train_steps_per_second": 8.48
}
],
"max_steps": 1000,
"num_train_epochs": 50,
"total_flos": 2581326716731392.0,
"trial_name": null,
"trial_params": null
}