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simcom_jit's Introduction

SimCom

How to run

Branches

git checkout [branch]
  • original: original model
  • codeBERT: using output[0][:, 0]
  • codeBERT_unfreeze: using output[0][:, 0] and fine-tune codeBERT
  • codeBERT_unfreeze2: using output[0][:, 0] and fine-tune codeBERT only for the first 2 epochs
  • codeBERT_unfreeze2_tandataset: codeBERT_unfreeze2 but with Tan's dataset

To train Com

cd Com

python main.py -train \
    -project [project name] \
    -train_data [absolute data path] \
    -dictionary_data [absolute data path]

To evaluate Com

cd Com

python main.py -predict \
    -project [project name] \
    -predict_data [absolute data path] \
    -dictionary_data [absolute dictionary path] \
    -load_model [absolute model path]

To train and evaluate Sim

cd Sim

python sim_model.py \
    -project [project name] \
    -train_data [absolute data path] \
    -test_data [absolute data path]

To combinate Sim and Com

python combination.py -project [project name]

simcom_jit's People

Contributors

jirachiii avatar manhlamabc123 avatar xin-zhou-smu avatar

Forkers

mr-duo

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