There is NO ';' after NTL_EXEC_RANGE...

    such as at line 697 from HE.CNNinfer/CNNinference/src/Methods.cpp

CNNinference

CNNinference is a project for implementing our CNN inference on encrypted MNIST images (Volley Revolver: A Novel Matrix-Encoding Method for Privacy-Preserving Neural Networks (Inference) )

How to run this program?

Dependencies

On a Ubuntu cloud, our implementation requires the following libraries in order:

g++:

               # apt install g++

make:

                # apt install make

m4: #

                 # apt install m4

GMP(ver. 6.1.2):

                           # cd gmp-x.x.x  
                           # ./configure --enable-cxx  
                           # make
                           # make install
                           # ldconfig

NTL(ver. 11.3.0):

                     # cd ntl-x.x.x
                     # cd src
                     # ./configure NTL_THREADS=on NTL_THREAD_BOOST=on NTL_EXCEPTIONS=on
                     # make
                     # make install

Running CNNinference

You need to configure and build the CNNinference project. If on a Ubuntu 22.04 x64 you placed the project in the path:

/home/YourName/eclipse-workspace/CNNinference/$ls
data  Debug  Default  HEAAN  lib  result  run  src

It might be much easy to configure and build the project.

After that, in the 'Default' folder, you can run our project by the following command lines:

# make clean
# make all
# ./CNNinference

You can change the source codes and then repeat the above lines to debug your own project.

Running a test source code

In the 'Default' folder, you can find two running results:

    'CNNinferArchiveFile20220407.7z_SetNumThreads(42)_nohup.out'  
    
    'CNNinferArchiveFile20220409.7z_SetNumThreads(42)_nohup.out'

Also, you can find the CSV file storing the weights of our well-trained CNN inference model at:

     HE.CNNinfer/CNNinference/data/CNNweightsMNIST.csv

petitioner / HE.CNNinfer