16d0502f56
Upon invocation of a function with memref arguments, the strides for all dimensions are currently set to 0. This causes dynamic offsets to be calculated incorrectly in the function body. This patch replaces the placeholder values with the actual strides for each dimension and adds a test with parametric slice extraction from a tensor that triggers dynamic indexing.
Homomorphizer
The homomorphizer is a compiler that takes a high level computation model and produces a programs that evaluate the model in an homomorphic way.
Build tarball
The final tarball contains intallation instructions. We only support Linux x86_64 for the moment. You can find the output tarball under /tarballs.
$ cd compiler
$ make release_tarballs
Build the Python Package
Currently supported platforms:
- Linux x86_64 for python 3.8, 3.9, and 3.10
Linux
We use the manylinux docker images for building python packages for Linux. Those packages should work on distributions that have GLIBC >= 2.24.
You can use Make to build the python wheels using these docker images:
$ cd compiler
$ make package_py38 # package_py39 package_py310
This will build the image for the appropriate python version then copy the wheels out under /wheels
Build wheels in your environment
Building the wheels is actually simple.
$ pip wheel --no-deps -w ../wheels .
Depending on the platform you are using (specially Linux), you might need to use auditwheel to specify the platform this wheel is targeting. For example, in our build of the package for Linux x86_64 and GLIBC 2.24, we also run:
$ auditwheel repair ../wheels/*.whl --plat manylinux_2_24_x86_64 -w ../wheels