The compiler issues the RuntimeError: NoParametersFound exception when the model that you compile is not FHE compatible. This is usually caused by compiling neural networks or linear models with too many parameters using high bit-width quantization.
Two solutions can help you avoid this error :
- reduce the connectivity of the neurons in your NN model or to lower the number of parameters of your linear model (through PCA for example).
- reduce the quantization bitwidth (typically the
n_bitsparameter of Concrete ML models)