Convert Python LightGBM prediction part in C/C++ to increase speed
Budget: ₹12,500 – ₹37,500 INR
I have an Inference in Python.
I update numpy array, run 7 lightgbm model predictions in parallel in Python.
I have very basic knowledge of C/C++. I heard, I can increase speed by converting my Python LightGBM model in C/C++ and predict in C/C++, then read the predictions in python. Can I do that to increase speed?
LightGBM models take around 150ms to predict (all 7 combined)
I update numpy array, run 7 lightgbm model predictions in parallel in Python.
I have very basic knowledge of C/C++. I heard, I can increase speed by converting my Python LightGBM model in C/C++ and predict in C/C++, then read the predictions in python. Can I do that to increase speed?
LightGBM models take around 150ms to predict (all 7 combined)