bert_base_rand_100_v2_qnli / trainer_state.json
Hartunka's picture
End of training
c59b8b5 verified
{
"best_global_step": 820,
"best_metric": 0.6395706534385681,
"best_model_checkpoint": "bert_base_rand_100_v2_qnli/checkpoint-820",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 2870,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 2.1673314571380615,
"learning_rate": 4.9e-05,
"loss": 0.6628,
"step": 410
},
{
"epoch": 1.0,
"eval_accuracy": 0.6247483067911404,
"eval_loss": 0.641835629940033,
"eval_runtime": 3.504,
"eval_samples_per_second": 1559.097,
"eval_steps_per_second": 6.279,
"step": 410
},
{
"epoch": 2.0,
"grad_norm": 1.7349144220352173,
"learning_rate": 4.8e-05,
"loss": 0.6243,
"step": 820
},
{
"epoch": 2.0,
"eval_accuracy": 0.637195680029288,
"eval_loss": 0.6395706534385681,
"eval_runtime": 3.4837,
"eval_samples_per_second": 1568.164,
"eval_steps_per_second": 6.315,
"step": 820
},
{
"epoch": 3.0,
"grad_norm": 3.738842010498047,
"learning_rate": 4.7e-05,
"loss": 0.559,
"step": 1230
},
{
"epoch": 3.0,
"eval_accuracy": 0.6322533406553176,
"eval_loss": 0.6659859418869019,
"eval_runtime": 3.4904,
"eval_samples_per_second": 1565.145,
"eval_steps_per_second": 6.303,
"step": 1230
},
{
"epoch": 4.0,
"grad_norm": 5.834431171417236,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4565,
"step": 1640
},
{
"epoch": 4.0,
"eval_accuracy": 0.6456159619256818,
"eval_loss": 0.7500161528587341,
"eval_runtime": 3.4875,
"eval_samples_per_second": 1566.456,
"eval_steps_per_second": 6.308,
"step": 1640
},
{
"epoch": 5.0,
"grad_norm": 5.9190897941589355,
"learning_rate": 4.5e-05,
"loss": 0.3424,
"step": 2050
},
{
"epoch": 5.0,
"eval_accuracy": 0.6518396485447556,
"eval_loss": 0.7934035062789917,
"eval_runtime": 3.4973,
"eval_samples_per_second": 1562.055,
"eval_steps_per_second": 6.291,
"step": 2050
},
{
"epoch": 6.0,
"grad_norm": 7.918484687805176,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.2421,
"step": 2460
},
{
"epoch": 6.0,
"eval_accuracy": 0.6560497894929526,
"eval_loss": 0.9496882557868958,
"eval_runtime": 3.4778,
"eval_samples_per_second": 1570.837,
"eval_steps_per_second": 6.326,
"step": 2460
},
{
"epoch": 7.0,
"grad_norm": 9.262678146362305,
"learning_rate": 4.3e-05,
"loss": 0.1726,
"step": 2870
},
{
"epoch": 7.0,
"eval_accuracy": 0.6501922020867655,
"eval_loss": 1.1923950910568237,
"eval_runtime": 3.4776,
"eval_samples_per_second": 1570.922,
"eval_steps_per_second": 6.326,
"step": 2870
},
{
"epoch": 7.0,
"step": 2870,
"total_flos": 9.645664445050368e+16,
"train_loss": 0.4371023889202689,
"train_runtime": 1230.8438,
"train_samples_per_second": 4254.927,
"train_steps_per_second": 16.655
}
],
"logging_steps": 1,
"max_steps": 20500,
"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": 9.645664445050368e+16,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}