This repositository contains the code for the paper:
First clone the repository and run the following commands from inside the /HELiKs root directory.
The SEAL version of the kernels are implemented in the EzPC framework. The EzPC framework is available at https://github.com/mpc-msri/EzPC. To build and run the experiments presented in the paper, please follow these instructions:
- Build the docker image
heliks_sealusingseal_Dockerfileby running the following command in the root directory:
docker build -t heliks_seal . -f seal_Dockerfile
- Run the tests,
seal_mm_tests.shandseal_cv_tests.shfor the matrix multiplication and convolution kernels respectively. The tests can be run with the following command in the root directory:
./seal_mm_tests.sh
./seal_cv_tests.sh
The OpenFHE version of the kernels are still in development. Do not use them for any production purposes. The current version of the code provides an accurate estimate of runtime and communication costs but may not yield numerically correct results. The OpenFHE framework is available at https://github.com/openfheorg/openfhe-development. To build and run the experiments presented in the paper, please follow these instructions:
- Build the docker image
heliks_ofheusingofhe_Dockerfileby running the following command in the root directory:
docker build -t heliks_ofhe . -f ofhe_Dockerfile
- Run the tests,
ofhe_mm_tests.shandofhe_cv_tests.shfor the matrix multiplication and convolution kernels respectively. The tests can be run with the following command in the root directory:
./ofhe_mm_tests.sh
./ofhe_cv_tests.sh