maybe a plain C code and avoid external libs and file read
my idea is a fixed code with hardcoded parameters values, and only predicting "one row", no batch prediction and no GPU support, something very very simple
if possible don't use vector<> just use fixed arrays, something like treelite do with xgboost
only one function to predict + inline functions to activation functions sigmoid, relu, conv, etc:
pplonski
commented
5 years ago
Hi guys, could we create a simpler c++ code?
maybe a plain C code and avoid external libs and file read
my idea is a fixed code with hardcoded parameters values, and only predicting "one row", no batch prediction and no GPU support, something very very simple
if possible don't use vector<> just use fixed arrays, something like treelite do with xgboost
only one function to predict + inline functions to activation functions sigmoid, relu, conv, etc:
double predict(double *data){ }
data is an array of input "features"