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Add MLIR conv3d support #19551

Add MLIR conv3d support

Add MLIR conv3d support #19551

Workflow file for this run

name: migraphx
on:
pull_request:
push:
branches:
- develop
- master
- 'release/**'
env:
DOCKER_USER: ${{secrets.DOCKERHUB_USERID}}
DOCKER_TOKEN: ${{secrets.DOCKERHUB_TOKEN}}
DOCKER_IMAGE_UBUNTU: "rocm/migraphx-ci-ubuntu"
DOCKER_IMAGE_SLES: "rocm/migraphx-ci-sles"
jobs:
cancel:
runs-on: ubuntu-latest
steps:
- name: Cancel Previous Runs
uses: styfle/[email protected]
with:
access_token: ${{ github.token }}
check_image:
name: Check if image exists in registry
runs-on: ubuntu-latest
outputs:
imageexists: ${{ steps.check_image.outputs.imageexists }}
imagetag: ${{ steps.image_hash.outputs.imagetag }}
imageexists_sles: ${{ steps.check_image.outputs.imageexists_sles }}
imagetag_sles: ${{ steps.image_hash.outputs.imagetag_sles }}
steps:
- name: Checkout Code
uses: actions/[email protected]
- name: Create Image Tag
id: image_hash
run: |
echo "imagetag=hip-clang-${{hashFiles('**/hip-clang.docker', '**/*requirements.txt', '**/install_prereqs.sh', '**/rbuild.ini')}}" >> $GITHUB_OUTPUT
echo "imagetag_sles=hip-clang-${{hashFiles('**/tools/docker/sles.docker', '**/*requirements.txt', '**/install_prereqs.sh', '**/rbuild.ini')}}" >> $GITHUB_OUTPUT
- name: Check if image is built already
id: check_image
env:
DOCKER_TAG_UBUNTU: ${{ steps.image_hash.outputs.imagetag }}
DOCKER_TAG_SLES: ${{ steps.image_hash.outputs.imagetag_sles }}
run: |
if [[ "$(docker manifest inspect $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU 2> /dev/null)" != "" ]]; then
echo "imageexists=true" >> $GITHUB_OUTPUT
echo "Image already exists, skip building available"
else
echo "imageexists=false" >> $GITHUB_OUTPUT
echo "Tag does not exist, build and publishing required"
fi
if [[ "$(docker manifest inspect $DOCKER_IMAGE_SLES:$DOCKER_TAG_SLES 2> /dev/null)" != "" ]]; then
echo "imageexists_sles=true" >> $GITHUB_OUTPUT
echo "SLES Image already exists, skip building available"
else
echo "imageexists_sles=false" >> $GITHUB_OUTPUT
echo "SLES Tag does not exist, build and publishing required"
fi
build_image:
name: Build image
runs-on: ROCM-Ubuntu
needs: check_image
if: ${{ needs.check_image.outputs.imageexists != 'true' }}
steps:
- uses: actions/[email protected]
- name: Build and publish
env:
DOCKER_TAG_UBUNTU: ${{ needs.check_image.outputs.imagetag }}
run: |
# The TOKEN and USERID are github secrets, Action failures at this step
# can come from a PR from a fork changing a file which forces a rebuild
# Resolve by making an internal PR of the Forked PR
echo $DOCKER_TOKEN | docker login -u $DOCKER_USER --password-stdin
docker pull $DOCKER_IMAGE_UBUNTU:latest || true
docker build . --file hip-clang.docker --cache-from $DOCKER_IMAGE_UBUNTU:latest --tag $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU --tag $DOCKER_IMAGE_UBUNTU:latest;
docker push $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU;
docker push $DOCKER_IMAGE_UBUNTU:latest;
build_SLES_image:
name: Build SLES image
runs-on: ROCM-Ubuntu
needs: check_image
if: ${{ needs.check_image.outputs.imageexists_sles != 'true' }}
steps:
- uses: actions/[email protected]
- name: Build and publish SLES
env:
DOCKER_TAG_SLES: ${{ needs.check_image.outputs.imagetag_sles }}
run: |
# The TOKEN and USERID are github secrets, Action failures at this step
# can come from a PR from a fork changing a file wichi forces a rebuild
# Resolve by making an internal PR of the Forked PR
echo $DOCKER_TOKEN | docker login -u $DOCKER_USER --password-stdin
docker pull $DOCKER_IMAGE_SLES:latest || true
docker build . --file ./tools/docker/sles.docker --cache-from $DOCKER_IMAGE_SLES:latest --tag $DOCKER_IMAGE_SLES:$DOCKER_TAG_SLES --tag $DOCKER_IMAGE_SLES:latest;
docker push $DOCKER_IMAGE_SLES:$DOCKER_TAG_SLES;
docker push $DOCKER_IMAGE_SLES:latest;
tidy:
runs-on: ROCM-Ubuntu
needs: [ build_image, check_image ]
env:
DOCKER_TAG_UBUNTU: ${{ needs.check_image.outputs.imagetag }}
if: ${{ !cancelled() && (needs.build_image.result == 'success' || needs.build_image.result == 'skipped') }}
steps:
- uses: actions/[email protected]
- name: Restore cache files for tidy
uses: actions/cache/restore@v3
id: tidy_restore
with:
path: tidy-cache
key: tidy-cache-${{ github.ref }}
restore-keys: tidy-cache-
- name: Clang Tidy
shell: bash -c "docker run -i -v=$GITHUB_WORKSPACE:/data -w /data $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU bash < {0}"
run: |
mkdir build
cd build
CXX=/opt/rocm/llvm/bin/clang++ CC=/opt/rocm/llvm/bin/clang cmake \
-DMIGRAPHX_ENABLE_GPU=On \
-DMIGRAPHX_ENABLE_CPU=On \
-DMIGRAPHX_ENABLE_FPGA=On \
-DBUILD_DEV=On \
-DROCM_ENABLE_GH_ANNOTATIONS=On \
-DCLANG_TIDY_DEPEND_ON_TARGET=Off \
-DCLANG_TIDY_CACHE=/data/tidy-cache \
-DGPU_TARGETS=gfx908 \
..
make -j$(nproc) -k onnx-proto tf-proto tidy
# GH actions can not update existing cache, as a workaround clear cache and then save it
- name: Clear tidy cache before saving
continue-on-error: true
if: ${{ steps.tidy_restore.outputs.cache-hit }}
shell: bash
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh extension install actions/gh-actions-cache --pin v1.0.1
gh actions-cache delete ${{ steps.tidy_restore.outputs.cache-matched-key }} --confirm
- name: Save cache files for tidy
uses: actions/cache/save@v3
if: always()
with:
path: tidy-cache
key: tidy-cache-${{ github.ref }}
cppcheck:
runs-on: ROCM-Ubuntu
needs: [ build_image, check_image ]
env:
DOCKER_TAG_UBUNTU: ${{ needs.check_image.outputs.imagetag }}
if: ${{ !cancelled() && (needs.build_image.result == 'success' || needs.build_image.result == 'skipped') }}
steps:
- uses: actions/[email protected]
- name: Restore cache files for cppcheck
id: cppcheck_restore
uses: actions/cache/restore@v3
with:
path: cppcheck-cache
key: cppcheck-cache-1-${{ hashFiles('tools/cppcheck/rules.xml', 'tools/cppcheck/migraphx.py', 'CMakeLists.txt') }}-${{ github.ref }}
restore-keys: cppcheck-cache-1-${{ hashFiles('tools/cppcheck/rules.xml', 'tools/cppcheck/migraphx.py', 'CMakeLists.txt') }}-
- name: Cppcheck
shell: bash -c "docker run -i -v=$GITHUB_WORKSPACE:/data -w /data $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU bash < {0}"
run: |
mkdir build
cd build
CXX=/opt/rocm/llvm/bin/clang++ CC=/opt/rocm/llvm/bin/clang cmake \
-DCPPCHECK_BUILD_DIR=/data/cppcheck-cache \
-DBUILD_DEV=On \
-DROCM_ENABLE_GH_ANNOTATIONS=On \
-DGPU_TARGETS=gfx908 \
..
make -j$(nproc) cppcheck
# GH actions can not update existing cache, as a workaround clear cache and then save it
- name: Clear cppcheck cache before saving
continue-on-error: true
if: ${{ steps.cppcheck_restore.outputs.cache-hit }}
shell: bash
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh extension install actions/gh-actions-cache --pin v1.0.1
gh actions-cache delete ${{ steps.cppcheck_restore.outputs.cache-matched-key }} --confirm
- name: Save cache files for cppcheck
uses: actions/cache/save@v3
if: always()
with:
path: cppcheck-cache
key: cppcheck-cache-${{ hashFiles('cppcheck.rules', 'CMakeLists.txt') }}-${{ github.ref }}
format:
runs-on: ubuntu-latest
needs: [ build_image, check_image ]
env:
DOCKER_TAG_UBUNTU: ${{ needs.check_image.outputs.imagetag }}
if: ${{ !cancelled() && (needs.build_image.result == 'success' || needs.build_image.result == 'skipped') }}
steps:
- uses: actions/[email protected]
with:
fetch-depth: 0
- name: Free space
uses: jlumbroso/free-disk-space@main
continue-on-error: true
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: true
swap-storage: true
docker-images: true
- name: Check formatting
shell: bash -c "docker run -i -v=$GITHUB_WORKSPACE:/data -w /data $DOCKER_IMAGE_UBUNTU:$DOCKER_TAG_UBUNTU bash < {0}"
run: |
set -e
git config --global --add safe.directory /data
python3 tools/format.py origin/${{ github.event_name == 'pull_request' && github.base_ref || 'develop' }}
sles:
runs-on: ROCM-Ubuntu
needs: [ build_SLES_image, check_image ]
env:
DOCKER_TAG_SLES: ${{ needs.check_image.outputs.imagetag_sles }}
if: ${{ !cancelled() && (needs.build_SLES_image.result == 'success' || needs.build_SLES_image.result == 'skipped') }}
steps:
- uses: actions/[email protected]
with:
fetch-depth: 0
- name: Restore cache files for ccache
uses: actions/cache/restore@v3
id: ccache_restore
with:
path: ${{ github.workspace }}/ccache
key: ccache-sles-${{ github.ref }}
restore-keys: ccache-sles-
- name: Build migraphx
shell: bash -c "docker run -i -v=$GITHUB_WORKSPACE:/data -w /data $DOCKER_IMAGE_SLES:$DOCKER_TAG_SLES bash < {0}"
run: |
set -e
export CCACHE_COMPRESSLEVEL=10
export CCACHE_DIR=/data/ccache
export CCACHE_NOHASHDIR=true
export CCACHE_BASEDIR=/data
export CCACHE_MAXSIZE=1
mkdir build
cd build
CXX=/opt/rocm/llvm/bin/clang++ CC=/opt/rocm/llvm/bin/clang cmake \
-DMIGRAPHX_DISABLE_LARGE_BUFFER_TESTS=On \
-DBUILD_DEV=On \
-DCMAKE_CXX_COMPILER_LAUNCHER=/usr/local/bin/ccache \
-DCMAKE_C_COMPILER_LAUNCHER=/usr/local/bin/ccache \
-DCMAKE_CXX_FLAGS="-Werror" \
-DGPU_TARGETS=gfx908 \
..
make -j$(nproc) tests driver
- name: Clear ccache cache before saving
continue-on-error: true
if: ${{ steps.ccache_restore.outputs.cache-hit }}
shell: bash
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh extension install actions/gh-actions-cache --pin v1.0.1
gh actions-cache delete ${{ steps.ccache_restore.outputs.cache-matched-key }} --confirm
- name: Save cache files for ccache
uses: actions/cache/save@v3
if: always()
with:
path: ${{ github.workspace }}/ccache
key: ccache-sles-${{ github.ref }}
pyflakes:
runs-on: ubuntu-20.04
steps:
- name: Free space
uses: jlumbroso/free-disk-space@main
continue-on-error: true
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: true
swap-storage: true
docker-images: true
- uses: actions/[email protected]
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.8
- name: Install pyflakes
run: pip install pyflakes==2.4.0 mypy==0.931
- name: Run pyflakes
run: |
pyflakes --version
pyflakes examples/ tools/ src/ test/ docs/
mypy --version
mypy tools/api.py
licensing:
runs-on: ubuntu-20.04
steps:
- name: Free space
uses: jlumbroso/free-disk-space@main
continue-on-error: true
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: true
swap-storage: true
docker-images: true
- uses: actions/[email protected]
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.8
- name: run License Check
run: python3 tools/check_stamped.py ${GITHUB_HEAD_REF:-${GITHUB_REF#refs/heads/}}
linux:
runs-on: ${{ matrix.os }}
env:
CCACHE_COMPRESSLEVEL: 10
CCACHE_DIR: ${{github.workspace}}/ccache
CCACHE_NOHASHDIR: true
CCACHE_BASEDIR: ${{github.workspace}}
CCACHE_MAXSIZE: 1
strategy:
matrix:
os:
- ubuntu-20.04
configuration:
- debug
- release
- codecov
steps:
- name: Free space
uses: jlumbroso/free-disk-space@main
continue-on-error: true
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: true
swap-storage: true
docker-images: true
- name : Install rbuild and lld
run: |
sudo apt-get install -y lld
python -m pip install --upgrade pip
pip install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz
- uses: actions/[email protected]
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.7
- name: Cache dependencies
# Ignore the failure of a step and avoid terminating the job.
continue-on-error: true
uses: actions/cache@v3
id: deps_cache
with:
# This path is specific to Ubuntu
path: ${{ github.workspace }}/cget
# Look to see if there is a cache hit for the corresponding requirements file
key: ${{ matrix.os }}-cget-4-${{ hashFiles('requirements.txt', 'dev-requirements.txt', 'rbuild.ini') }}
restore-keys: ${{ matrix.os }}-cget-4-
- name: Install dependencies
run: rbuild prepare -d cget -s gh
- name: Restore cache files for ccache
uses: actions/cache/restore@v3
id: ccache_restore
with:
path: ${{ github.workspace }}/ccache
key: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-${{ github.ref }}
restore-keys: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-
- name: Build and test
env:
CMAKE_PREFIX_PATH: ${{ github.workspace }}/cget
CCACHE_LOGFILE: /tmp/ccache.log
CXXFLAGS: -Werror -pthread --param ggc-min-expand=5 --param ggc-min-heapsize=8192
run: |
echo "leak:dnnl::impl::malloc" > suppressions.txt
export LSAN_OPTIONS="suppressions=$(pwd)/suppressions.txt"
rbuild build -d cget -s gh -T check \
-DCMAKE_BUILD_TYPE=${{matrix.configuration}} \
-DMIGRAPHX_ENABLE_PYTHON=${{matrix.configuration == 'release' && 'On' || 'Off'}} \
-DMIGRAPHX_DISABLE_LARGE_BUFFER_TESTS=On \
-DBUILD_DEV=On \
-DCMAKE_CXX_FLAGS_DEBUG="-g1 -Os -fdebug-prefix-map=$PWD=. -fdebug-types-section -fno-omit-frame-pointer -fsanitize=undefined -fno-sanitize-recover=undefined" \
-DCMAKE_CXX_FLAGS_CODECOV="-g1 -Og -fdebug-prefix-map=$PWD=. -fdebug-types-section -fprofile-arcs -ftest-coverage -fno-omit-frame-pointer" \
-DCMAKE_EXE_LINKER_FLAGS='-fuse-ld=lld' \
-DCMAKE_SHARED_LINKER_FLAGS='-fuse-ld=lld'
${{ github.workspace }}/cget/bin/ccache -s
# GH actions can not update existing cache, as a workaround clear cache and then save it
- name: Clear ccache cache before saving
continue-on-error: true
if: ${{ steps.ccache_restore.outputs.cache-hit }}
shell: bash
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh extension install actions/gh-actions-cache --pin v1.0.1
gh actions-cache delete ${{ steps.ccache_restore.outputs.cache-matched-key }} --confirm
- name: Save cache files for ccache
uses: actions/cache/save@v3
if: always()
with:
path: ${{ github.workspace }}/ccache
key: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-${{ github.ref }}
- name: Upload code coverage
if: "matrix.configuration == 'codecov'"
env:
CODECOV_TOKEN: "f5d5a10b-3177-4c76-b25f-9b1c2f165e8b"
run: |
sudo apt-get install -y lcov
cd build
lcov --directory . --capture --output-file $(pwd)/coverage.info
lcov --remove $(pwd)/coverage.info '/usr/*' --output-file $(pwd)/coverage.info
lcov --list $(pwd)/coverage.info
curl -Os https://uploader.codecov.io/latest/linux/codecov
chmod +x codecov
./codecov -t ${CODECOV_TOKEN}
echo "Uploaded"
linux-fpga:
continue-on-error: true
runs-on: ${{ matrix.os }}
env:
CCACHE_COMPRESSLEVEL: 10
CCACHE_DIR: ${{github.workspace}}/ccache
CCACHE_NOHASHDIR: true
CCACHE_BASEDIR: ${{github.workspace}}
CCACHE_MAXSIZE: 1
strategy:
matrix:
os:
- ubuntu-20.04
configuration:
- debug
#- release Uncomment when ready to test release builds
#- codecov Uncomment when ready for codecov
steps:
- name: Free space
uses: jlumbroso/free-disk-space@main
continue-on-error: true
with:
tool-cache: true
android: true
dotnet: true
haskell: true
large-packages: true
swap-storage: true
docker-images: true
- uses: actions/[email protected]
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: 3.7
- name: Cache dependencies
# Ignore the failure of a step and avoid terminating the job.
continue-on-error: true
uses: actions/cache@v3
with:
# This path is specific to Ubuntu
path: ${{ github.workspace }}/cget
# Look to see if there is a cache hit for the corresponding requirements file
key: ${{ matrix.os }}-cget-4-${{ hashFiles('requirements.txt', 'dev-requirements.txt') }}
restore-keys: ${{ matrix.os }}-cget-4-
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install https://github.com/RadeonOpenCompute/rbuild/archive/master.tar.gz
rbuild prepare -d cget -s gh
sudo apt-get install -y lld
- name: Restore cache files for ccache
id: ccache_restore_fpga
uses: actions/cache/restore@v3
with:
path: ${{ github.workspace }}/ccache
key: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-${{ github.ref }}
restore-keys: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-
- name: Build and test
env:
CMAKE_PREFIX_PATH: ${{ github.workspace }}/cget
CCACHE_LOGFILE: /tmp/ccache.log
CXXFLAGS: -Werror -pthread --param ggc-min-expand=5 --param ggc-min-heapsize=8192
run: |
echo "leak:dnnl::impl::malloc" > suppressions.txt
export LSAN_OPTIONS="suppressions=$(pwd)/suppressions.txt"
rbuild build -d cget -s gh -T check \
-DCMAKE_BUILD_TYPE=${{matrix.configuration}} \
-DMIGRAPHX_ENABLE_PYTHON=${{matrix.configuration == 'release' && 'On' || 'Off'}} \
-DMIGRAPHX_DISABLE_LARGE_BUFFER_TESTS=On \
-DBUILD_DEV=On \
-DCMAKE_CXX_FLAGS_DEBUG="-g1 -Os -fdebug-prefix-map=$PWD=. -fdebug-types-section -fno-omit-frame-pointer -fsanitize=undefined -fno-sanitize-recover=undefined" \
-DCMAKE_CXX_FLAGS_CODECOV="-g1 -Og -fdebug-prefix-map=$PWD=. -fdebug-types-section -fprofile-arcs -ftest-coverage -fno-omit-frame-pointer" \
-DCMAKE_EXE_LINKER_FLAGS='-fuse-ld=lld' \
-DCMAKE_SHARED_LINKER_FLAGS='-fuse-ld=lld' \
-DMIGRAPHX_ENABLE_FPGA=On
${{ github.workspace }}/cget/bin/ccache -s
# this is a workaround, with GH actions can not update existing cache
- name: Clear ccache cache before saving
continue-on-error: true
if: ${{ steps.ccache_restore_fpga.outputs.cache-hit }}
shell: bash
env:
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
run: |
gh extension install actions/gh-actions-cache
gh actions-cache delete ${{ steps.ccache_restore_fpga.outputs.cache-matched-key }} --confirm
- name: Save cache files for ccache
uses: actions/cache/save@v3
if: always()
with:
path: ${{ github.workspace }}/ccache
key: ${{ matrix.os }}-${{ matrix.configuration }}-ccache-${{ github.ref }}
#- name: Upload code coverage
# if: "matrix.configuration == 'codecov'"
# env:
# CODECOV_TOKEN: "8545af1c-f90b-4345-92a5-0d075503ca56"
# run: |
# sudo apt-get install -y lcov
# cd build
# lcov --directory . --capture --output-file $(pwd)/coverage.info
# lcov --remove $(pwd)/coverage.info '/usr/*' --output-file $(pwd)/coverage.info
# lcov --list $(pwd)/coverage.info
# curl -Os https://uploader.codecov.io/latest/linux/codecov
# chmod +x codecov
# ./codecov -t ${CODECOV_TOKEN}
# echo "Uploaded"