bert_base_rand_100_v2_wnli / trainer_state.json
Hartunka's picture
End of training
6337860 verified
{
"best_global_step": 3,
"best_metric": 0.6978431344032288,
"best_model_checkpoint": "bert_base_rand_100_v2_wnli/checkpoint-3",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 18,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.7214457392692566,
"learning_rate": 4.9e-05,
"loss": 0.7033,
"step": 3
},
{
"epoch": 1.0,
"eval_accuracy": 0.5633802816901409,
"eval_loss": 0.6978431344032288,
"eval_runtime": 0.0556,
"eval_samples_per_second": 1277.796,
"eval_steps_per_second": 17.997,
"step": 3
},
{
"epoch": 2.0,
"grad_norm": 0.7904929518699646,
"learning_rate": 4.8e-05,
"loss": 0.6943,
"step": 6
},
{
"epoch": 2.0,
"eval_accuracy": 0.39436619718309857,
"eval_loss": 0.7144037485122681,
"eval_runtime": 0.0622,
"eval_samples_per_second": 1140.957,
"eval_steps_per_second": 16.07,
"step": 6
},
{
"epoch": 3.0,
"grad_norm": 0.7545483708381653,
"learning_rate": 4.7e-05,
"loss": 0.6942,
"step": 9
},
{
"epoch": 3.0,
"eval_accuracy": 0.28169014084507044,
"eval_loss": 0.7125880718231201,
"eval_runtime": 0.0553,
"eval_samples_per_second": 1284.615,
"eval_steps_per_second": 18.093,
"step": 9
},
{
"epoch": 4.0,
"grad_norm": 1.7479008436203003,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6971,
"step": 12
},
{
"epoch": 4.0,
"eval_accuracy": 0.5352112676056338,
"eval_loss": 0.713138222694397,
"eval_runtime": 0.057,
"eval_samples_per_second": 1245.272,
"eval_steps_per_second": 17.539,
"step": 12
},
{
"epoch": 5.0,
"grad_norm": 1.3930493593215942,
"learning_rate": 4.5e-05,
"loss": 0.693,
"step": 15
},
{
"epoch": 5.0,
"eval_accuracy": 0.19718309859154928,
"eval_loss": 0.7353102564811707,
"eval_runtime": 0.0594,
"eval_samples_per_second": 1195.62,
"eval_steps_per_second": 16.84,
"step": 15
},
{
"epoch": 6.0,
"grad_norm": 1.8294757604599,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.693,
"step": 18
},
{
"epoch": 6.0,
"eval_accuracy": 0.2535211267605634,
"eval_loss": 0.764964759349823,
"eval_runtime": 0.058,
"eval_samples_per_second": 1223.1,
"eval_steps_per_second": 17.227,
"step": 18
},
{
"epoch": 6.0,
"step": 18,
"total_flos": 501226560460800.0,
"train_loss": 0.6958277755313449,
"train_runtime": 18.7722,
"train_samples_per_second": 1691.332,
"train_steps_per_second": 7.991
}
],
"logging_steps": 1,
"max_steps": 150,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 501226560460800.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}