Implement BF16 using generic_float class #21601

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', '/requirements-py.txt', '/install_prereqs.sh', '*/rbuild.ini')}}" >> $GITHUB_OUTPUT
	echo "imagetag_sles=hip-clang-${{hashFiles('/tools/docker/sles.docker', '/requirements.txt','/requirements-py.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"

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Implement BF16 using generic_float class #21601

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Implement BF16 using generic_float class #21601

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Workflow file for this run