File size: 1,628 Bytes
1e459bb |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 |
{
"best_metric": 0.38878916468148733,
"best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-536",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 536,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_loss": 0.547015905380249,
"eval_matthews_correlation": 0.21965396568843812,
"eval_runtime": 0.7987,
"eval_samples_per_second": 1305.815,
"eval_steps_per_second": 82.631,
"step": 268
},
{
"epoch": 1.8656716417910446,
"grad_norm": 5.013413906097412,
"learning_rate": 2.4916450268020124e-06,
"loss": 0.5406,
"step": 500
},
{
"epoch": 2.0,
"eval_loss": 0.5194542407989502,
"eval_matthews_correlation": 0.38878916468148733,
"eval_runtime": 0.9473,
"eval_samples_per_second": 1100.981,
"eval_steps_per_second": 69.669,
"step": 536
}
],
"logging_steps": 500,
"max_steps": 1072,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 95049498141888.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 4.669656413866708e-06,
"num_train_epochs": 4,
"per_device_train_batch_size": 32,
"seed": 15
}
}
|