codebert-rd-keystrokes / checkpoint-28 /trainer_state.json
NourFakih's picture
Final full upload: model files, checkpoints, evaluation results, logs, reports
3bbea95 verified
Raw
History Blame Contribute Delete
1.72 kB
{
"best_global_step": 28,
"best_metric": 0.8571428571428571,
"best_model_checkpoint": "/kaggle/working/outputs/codebert_rd_keystrokes/checkpoint-28",
"epoch": 4.0,
"eval_steps": 400,
"global_step": 28,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.14285714285714285,
"grad_norm": 8.198164939880371,
"learning_rate": 0.0,
"loss": 0.8346311450004578,
"step": 1
},
{
"epoch": 3.571428571428571,
"grad_norm": 2.6778149604797363,
"learning_rate": 1.1454397434679022e-06,
"loss": 0.665327270825704,
"step": 25
},
{
"epoch": 4.0,
"eval_accuracy": 0.8,
"eval_f1": 0.8571428571428571,
"eval_loss": 0.5662792921066284,
"eval_precision": 1.0,
"eval_recall": 0.75,
"eval_runtime": 0.206,
"eval_samples_per_second": 48.532,
"eval_steps_per_second": 4.853,
"step": 28
}
],
"logging_steps": 25,
"max_steps": 28,
"num_input_tokens_seen": 0,
"num_train_epochs": 4,
"save_steps": 400,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 2,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 105244422144000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}