SYCL for Vitis 2022.2: experimental melting pot with Intel oneAPI DPC++ SYCL and triSYCL for AMD FPGA
This project is about assessing the viability of unifying 2 of the current open-source implementations of the SYCL standard https://www.khronos.org/sycl to provide a strong modern single-source C++ solution for heterogeneous computing based on Clang*/LLVM*.
All this is an experimental work-in-progress open-source research project but might be interesting for anyone versed into system-wide modern C++20/C++23 and heterogeneous computing involving FPGA, GPU, DSP, other accelerators or just CPU from various vendors at the same time in the same program.
There are mostly 2 public branches:
- https://github.com/triSYCL/sycl/tree/sycl/unified/next is where we are doing our latest developments and where you can get the latest features for the latest platforms and OS. This is where you should open your pull-requests;
- https://github.com/triSYCL/sycl/tree/sycl/unified/master is the more stable and older version.
SYCL is a single-source modern C++-based DSEL (Domain Specific Embedded Language) aimed at facilitating the programming of heterogeneous accelerators.
Some LLVM passes and some C++ SYCL runtime from https://github.com/triSYCL/triSYCL are merged-in with a new Clang driver and scripts to use AMD Vitis v++ as a back-end for AMD FPGA using the open-source runtime and device-driver https://github.com/Xilinx/XRT
This is a fork of the Intel SYCL upstreaming effort (https://github.com/intel/llvm/tree/sycl) with some alterations made to allow SYCL compilation for AMD FPGA. However, the alterations made shouldn't affect previous targets supported by the Intel tool, so in theory it should be possible to use different accelerators from different vendors at the same time, including for example an Intel FPGA and an AMD FPGA.
- AMD FPGA get started guide for the SYCL compiler GettingStartedXilinxFPGA.md
- The unchanged get started guide for the SYCL compiler GetStartedGuide.md
- Xilinx AIE/ACAP get started guide for the SYCL compiler GettingStartedAIE.md
- Xilinx FPGA Tests Documentation - Tests.md
The Build DPC++ toolchain from the Intel oneAPI DPC++ SYCL project is a good starting point to get to grips with building the compiler and what a basic SYCL example looks like.
It also showcases the requirements to get the project and examples running with the Intel OpenCL runtime or other back-ends.
This fork of the project can be compiled the same way and used in conjunction with the normal compiler commands as demonstrated. However, the software requirements for AMD FPGA compilation and the compiler invocation are not the same and are documented elsewhere.
The triSYCL project also contains parts of the ArchGenMLIR tool. ArchGenMLIR is a tool
to automatically generate approximations for mathematical fixed-point functions.
It is in 2 parts, the compiler plugin part in this repository and the library part in the marto repository.
It also depends on the FloPoCo project.
Here is how to set it up:
# install sollya
sudo apt install libsollya
# install flopoco
git clone https://gitlab.com/flopoco/flopoco.git
cd flopoco
mkdir -p build-release
cd build-release
cmake .. -DCMAKE_EXPORT_COMPILE_COMMANDS=1 -DCMAKE_BUILD_TYPE="Release"
make -j`nproc`
cd ..
cmake --install build-release --prefix install
FLOPOCO_PATH=`pwd`/install
cd ..
git clone [email protected]:Ralender/sycl.git
cd sycl
git checkout ArchGenMLIR
python3 ./buildbot/configure.py \
-o build-release \
--shared-libs \
--cmake-gen Ninja \
-t Release \
--cmake-opt="-DCMAKE_C_COMPILER=/usr/bin/clang" \
--cmake-opt="-DCMAKE_CXX_COMPILER=/usr/bin/clang++" \
--cmake-opt=-DCMAKE_EXPORT_COMPILE_COMMANDS=1 \
--cmake-opt=-DCMAKE_PREFIX_PATH=$FLOPOCO_PATH \
--llvm-external-projects=mlir,compiler-rt
# compiler clang++ and ArchGenMLIR
ninja -C build-release archgen
# run ArchGenMLIR test
ninja -C build-release check-archgen
COMPILER_PATH=`pwd`/build-release
cd ..
git clone [email protected]:lforg37/marto.git
cd marto
git checkout leaf_disambiguation
mkdir build-release
cd build-release
cmake .. -DCMAKE_EXPORT_COMPILE_COMMANDS=1 \
-DCMAKE_CXX_COMPILER=$COMPILER_PATH/bin/clang++ \
-DCMAKE_BUILD_TYPE="Release" -DBUILD_TESTING=ON \
-DARCHGEN_MLIR_PLUGIN_PATH=$COMPILER_PATH/lib/ArchGenMLIRPlugin.so
cd ..
make -C build-release/ test_expr_mlir
./build-release/archgenlib/examples/test_expr_mlirtest_expr will test a every input of the function and validate that outputs approximation is within expected range.
See LICENSE.txt for details.
See CONTRIBUTING.md for details.
*Other names and brands may be claimed as the property of others.
oneAPI DPC++ is an open, cross-architecture language built upon the ISO C++ and Khronos SYCL* standards. DPC++ extends these standards with a number of extensions, which can be found in sycl/doc/extensions directory.
*Other names and brands may be claimed as the property of others.