add stream-k v0.2 #181
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# AUTOGENERATED by pre-commit, modify the .in file instead. | |
# integration-tests.yml.in is used to generate integration-tests.yml by | |
# expanding yaml anchors, because github actions don't support them | |
# (https://github.com/actions/runner/issues/1182). pre-commit will do this for | |
# you automatically. | |
name: Integration Tests | |
on: | |
workflow_dispatch: | |
pull_request: | |
branches-ignore: ['llvm-**'] | |
merge_group: | |
branches: [main, 'dev-**'] | |
types: [checks_requested] | |
push: | |
branches: [main] | |
concurrency: | |
group: ${{ github.ref }} | |
cancel-in-progress: ${{ github.ref != 'refs/heads/main' }} | |
permissions: read-all | |
env: | |
TRITON_BUILD_WITH_CLANG_LLD: "TRUE" | |
TRITON_USE_ASSERT_ENABLED_LLVM: "TRUE" | |
TRITON_DISABLE_LINE_INFO: 1 | |
PROTON_SKIP_PC_SAMPLING_TEST: 1 | |
jobs: | |
Runner-Preparation: | |
runs-on: ubuntu-latest | |
timeout-minutes: 30 | |
outputs: | |
matrix-CUDA: ${{ steps.set-matrix.outputs.matrix-CUDA }} | |
matrix-HIP: ${{ steps.set-matrix.outputs.matrix-HIP }} | |
matrix-MACOS: ${{ steps.set-matrix.outputs.matrix-MACOS }} | |
steps: | |
- name: Decide pre-submit integration test enablement | |
# Always enable integration tests for pre-submit pull requests. | |
if: github.event_name == 'pull_request' | |
run: | | |
echo "enable_integration=true" >> $GITHUB_ENV | |
- name: Checkout post-submit commits | |
if: github.event_name == 'push' | |
uses: actions/checkout@v4 | |
with: | |
# Only fetch two commits to check the latest changed files. | |
fetch-depth: 2 | |
- name: Detect if build deps (e.g. LLVM hash) changed | |
id: detect-change | |
if: github.event_name == 'push' | |
uses: tj-actions/changed-files@v45 | |
with: | |
files: | | |
cmake/*.txt | |
cmake/*.json | |
- name: Detect if enough time has passed since last post-submit run | |
id: detect-time | |
if: github.event_name == 'push' | |
run: | | |
GITHUB_TOKEN=${{ secrets.GITHUB_TOKEN }} | |
REPO_NAME="${{ github.repository }}" | |
# ID of integration-tests workflow | |
WORKFLOW_ID="11678186" | |
# Fetch the last run time of this workflow | |
LAST_RUN=$(curl -s \ | |
-H "Authorization: token $GITHUB_TOKEN" \ | |
-H "Accept: application/vnd.github.v3+json" \ | |
"https://api.github.com/repos/$REPO_NAME/actions/workflows/$WORKFLOW_ID/runs?branch=main&status=success&per_page=1" \ | |
| jq -r '.workflow_runs[0].updated_at') | |
# Convert to timestamp | |
LAST_RUN_TS=$(date -d "$LAST_RUN" +%s) | |
NOW_TS=$(date +%s) | |
DIFF=$(( (NOW_TS - LAST_RUN_TS) / 3600 )) # Difference in hours | |
echo "Last run was $DIFF hours ago." | |
if [ "$DIFF" -ge 4 ]; then | |
echo "Will run CI; last build was long enough ago." | |
echo "n_hours_since_last_run=true" >> $GITHUB_ENV | |
else | |
echo "Will not run CI; last build was too recent." | |
echo "n_hours_since_last_run=false" >> $GITHUB_ENV | |
fi | |
# We want to run integration tests on the main branch (i.e. post-submit) | |
# occasionally, because pre-submit CI caches will only read from caches | |
# generated from the main branch (or the PR's branch), and we want these | |
# caches to be recent. | |
# | |
# But we also don't want to run the tests on *every* commit, because this | |
# would compete for resources with pre-commit CI (and the whole point of | |
# caching is to speed up CI). | |
# | |
# As a compromise, run every N hours, or if a build dependency changes | |
# (e.g. we update the LLVM hash). | |
- name: Decide whether to run integration tests post-submit | |
if: | | |
github.event_name == 'push' && | |
(steps.detect-change.outputs.any_changed == 'true' || | |
env.n_hours_since_last_run == 'true') | |
run: | | |
echo "enable_integration=true" >> $GITHUB_ENV | |
- name: Prepare runner matrix | |
id: set-matrix | |
if: env.enable_integration == 'true' | |
run: | | |
if [ x"${{ github.repository }}" == x"triton-lang/triton" ]; then | |
echo '::set-output name=matrix-CUDA::[["a100-runner-set"], ["h100-runner-set"]]' | |
echo '::set-output name=matrix-HIP::[["self-hosted", "gfx90a"], ["self-hosted", "gfx942"]]' | |
echo '::set-output name=matrix-MACOS::[["macos-latest"]]' | |
else | |
echo '::set-output name=matrix-CUDA::["ubuntu-latest"]' | |
echo '::set-output name=matrix-HIP::["ubuntu-latest"]' | |
echo '::set-output name=matrix-MACOS::[["macos-latest"]]' | |
fi | |
pre-commit: | |
name: pre-commit (code formatting) | |
needs: Runner-Preparation | |
runs-on: ubuntu-latest | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- uses: actions/setup-python@v5 | |
with: | |
python-version: '3.12' | |
cache: 'pip' | |
- name: Compute hash of pre-commit config | |
id: cache-key | |
run: | | |
echo "pre_commit_hash=$(sha256sum .pre-commit-config.yaml | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT | |
shell: bash | |
- name: Cache pre-commit's cache dir | |
uses: actions/cache@v4 | |
with: | |
# Note that we cannot use environment variables here given there is | |
# no shell to interpret them in the paths. | |
path: | | |
~/.cache/pre-commit | |
key: ${{ runner.os }}-${{ steps.cache-key.outputs.pre_commit_hash }} | |
- name: Check pre-commit | |
run: | | |
python3 -m pip install --upgrade pre-commit | |
# TODO: ignore the first yapf failure until https://github.com/google/yapf/issues/1164 is fixed | |
python3 -m pre_commit run --all-files --verbose yapf &> /dev/null || true | |
# If first run of yapf worked and made changes reset the tree to the original state | |
git reset --hard | |
python3 -m pre_commit run --all-files --verbose | |
- name: Print diff of changes if pre-commit failed | |
if: failure() | |
run: | | |
git diff | |
Integration-Tests: | |
needs: Runner-Preparation | |
if: needs.Runner-Preparation.outputs.matrix-CUDA != '' | |
runs-on: ${{ matrix.runner }} | |
timeout-minutes: 30 | |
strategy: | |
matrix: | |
runner: ${{fromJson(needs.Runner-Preparation.outputs.matrix-CUDA)}} | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
with: | |
submodules: "true" | |
- name: Compute cache keys | |
id: cache-key | |
run: | | |
llvm_file="cmake/llvm-hash.txt" | |
nvidia_file="cmake/nvidia-toolchain-version.json" | |
json_file="cmake/json-version.txt" | |
# Check if files exist before proceeding | |
if [[ ! -f "$llvm_file" || ! -f "$nvidia_file" || ! -f "$json_file" ]]; then | |
echo "Error: Required dependency files are missing." | |
exit 1 | |
fi | |
# Process the files if they exist | |
echo "llvm=$(cat $llvm_file | cut -c 1-8)" >> $GITHUB_OUTPUT | |
echo "nvidia=$(sha256sum $nvidia_file | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT | |
echo "json=$(cat $json_file)" >> $GITHUB_OUTPUT | |
echo "datetime=$(date -u -Iseconds)" >> $GITHUB_OUTPUT | |
shell: bash | |
- name: Cache build dependencies | |
uses: actions/cache@v4 | |
with: | |
# Note that we cannot use environment variables here given there is | |
# no shell to interpret them in the paths. | |
path: | | |
~/.triton/llvm | |
~/.triton/nvidia | |
~/.triton/json | |
key: ${{ runner.os }}-${{ runner.arch }}-llvm-${{ steps.cache-key.outputs.llvm }}-nvidia-${{ steps.cache-key.outputs.nvidia }}-json-${{ steps.cache-key.outputs.json }} | |
- # Cache ~/.triton/cache because the vast majority of unit test time is | |
# spent compiling. Triton won't (well, should not) use these cached files | |
# if something internal to Triton changes, because Triton's internal | |
# source code is part of the cache key. | |
# | |
# Similarly, cache ~/.cache/ccache to speed up compilation. | |
# | |
# On branch `main` we always start from an empty cache, i.e. we skip the | |
# "restore" step. This is to prevent the caches from accumulating stale | |
# files over time. | |
name: Restore cache of ccache and Triton compilation artifacts | |
if: github.event_name != 'push' | |
uses: actions/cache/restore@v4 | |
with: | |
path: | | |
~/.triton/cache | |
~/.cache/ccache | |
# Restore the most recent cache entry. | |
restore-keys: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}- | |
# We expect this cache key never to hit and for us to fall back | |
# unconditionally to the restore-key, so it doesn't actually matter | |
# what we put here (so long as it doesn't hit an existing key). | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directory | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
- name: Update PATH | |
run: | | |
echo "$HOME/.local/bin" >> $GITHUB_PATH | |
- name: Install pip dependencies | |
run: | | |
python3 -m pip install --upgrade pip | |
python3 -m pip install cython setuptools wheel cmake==3.24 ninja pytest-forked pytest-xdist lit | |
- name: Install Triton | |
env: | |
TRITON_BUILD_WITH_CCACHE: "true" | |
CUDA_HOME: "/usr/local/cuda" | |
run: | | |
echo "PATH is '$PATH'" | |
cd python | |
python3 -m pip install '.[tests]' | |
- name: Run lit tests | |
run: | | |
cd python | |
LIT_TEST_DIR="build/$(ls build | grep -i cmake)/test" | |
if [ ! -d "${LIT_TEST_DIR}" ]; then | |
echo "Could not find '${LIT_TEST_DIR}'" ; exit -1 | |
fi | |
lit -v "${LIT_TEST_DIR}" | |
- name: Run python tests on CUDA | |
run: | | |
INSTRUMENTATION_LIB_DIR="${GITHUB_WORKSPACE}/python/build/$(ls python/build | grep -i lib)/triton/instrumentation" | |
if [ ! -d "${INSTRUMENTATION_LIB_DIR}" ]; then | |
echo "Could not find '${INSTRUMENTATION_LIB_DIR}'" ; exit -1 | |
fi | |
cd python/test/unit | |
python3 -m pytest -s -n 8 --ignore=hopper/test_flashattention.py --ignore=language/test_line_info.py --ignore=language/test_subprocess.py --ignore=test_debug.py | |
python3 -m pytest -s -n 8 language/test_subprocess.py | |
python3 -m pytest -s -n 8 test_debug.py --forked | |
# Run test_line_info.py separately with TRITON_DISABLE_LINE_INFO=0 | |
TRITON_DISABLE_LINE_INFO=0 python3 -m pytest -s language/test_line_info.py | |
# Run hopper/test_flashattention.py separately to avoid out of gpu memory | |
python3 -m pytest -s hopper/test_flashattention.py | |
TRITON_ALWAYS_COMPILE=1 TRITON_DISABLE_LINE_INFO=0 LLVM_PASS_PLUGIN_PATH=${INSTRUMENTATION_LIB_DIR}/libGPUInstrumentationTestLib.so \ | |
python3 -m pytest --capture=tee-sys -rfs -vvv instrumentation/test_gpuhello.py | |
- name: Run interpreter tests | |
if: ${{ matrix.runner[0] == 'h100-runner-set' }} | |
env: | |
TRITON_INTERPRET: "1" | |
run: | | |
cd python/test/unit | |
python3 -m pytest -s -n 16 -m interpreter language/test_core.py language/test_standard.py \ | |
language/test_random.py language/test_block_pointer.py language/test_subprocess.py language/test_line_info.py \ | |
runtime/test_autotuner.py::test_kwargs[False]\ | |
../../tutorials/06-fused-attention.py::test_op --device cpu | |
- name: Run regression tests | |
run: | | |
cd python/test/regression | |
python3 -m pytest -s -n 8 . | |
- name: Run C++ unittests | |
run: | | |
cd python | |
cd "build/$(ls build | grep -i cmake)" | |
ctest -j32 | |
- name: Run Proton tests | |
run: | | |
cd third_party/proton | |
python3 -m pytest -s test | |
- # If we're on branch `main`, save the ccache Triton compilation artifacts | |
# to the cache so they can be used by other (non-main) CI runs. | |
# | |
# (It wouldn't be a problem to save the cache on every run, because github | |
# evicts cache entries LRU, but maybe this saves a bit of time in CI.) | |
name: Save ccache and Triton compilation artifacts to cache | |
if: github.ref == 'refs/heads/main' | |
uses: actions/cache/save@v4 | |
with: | |
path: ~/.triton/cache ~/.cache/ccache | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directories | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
du -sh ~/.triton/** | |
mkdir -p ~/.cache/ccache | |
ls -alh ~/.cache/ccache | |
du -sh ~/.cache/ccache | |
Integration-Tests-AMD: | |
needs: Runner-Preparation | |
if: needs.Runner-Preparation.outputs.matrix-HIP != '' | |
runs-on: ${{ matrix.runner }} | |
timeout-minutes: 30 | |
strategy: | |
matrix: | |
runner: ${{fromJson(needs.Runner-Preparation.outputs.matrix-HIP)}} | |
name: Integration-Tests (${{matrix.runner[1] == 'gfx90a' && 'mi210' || 'mi300x'}}) | |
container: | |
image: rocm/pytorch:rocm6.1_ubuntu22.04_py3.10_pytorch_2.4 | |
options: --device=/dev/kfd --device=/dev/dri --security-opt seccomp=unconfined --group-add video --user root | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
with: | |
submodules: 'true' | |
- name: Compute cache keys | |
id: cache-key | |
run: | | |
llvm_file="cmake/llvm-hash.txt" | |
nvidia_file="cmake/nvidia-toolchain-version.json" | |
json_file="cmake/json-version.txt" | |
# Check if files exist before proceeding | |
if [[ ! -f "$llvm_file" || ! -f "$nvidia_file" || ! -f "$json_file" ]]; then | |
echo "Error: Required dependency files are missing." | |
exit 1 | |
fi | |
# Process the files if they exist | |
echo "llvm=$(cat $llvm_file | cut -c 1-8)" >> $GITHUB_OUTPUT | |
echo "nvidia=$(sha256sum $nvidia_file | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT | |
echo "json=$(cat $json_file)" >> $GITHUB_OUTPUT | |
echo "datetime=$(date -u -Iseconds)" >> $GITHUB_OUTPUT | |
shell: bash | |
- name: Cache build dependencies | |
uses: actions/cache@v4 | |
with: | |
# Note that we cannot use environment variables here given there is | |
# no shell to interpret them in the paths. | |
path: | | |
~/.triton/llvm | |
~/.triton/nvidia | |
~/.triton/json | |
key: ${{ runner.os }}-${{ runner.arch }}-llvm-${{ steps.cache-key.outputs.llvm }}-nvidia-${{ steps.cache-key.outputs.nvidia }}-json-${{ steps.cache-key.outputs.json }} | |
- # Cache ~/.triton/cache because the vast majority of unit test time is | |
# spent compiling. Triton won't (well, should not) use these cached files | |
# if something internal to Triton changes, because Triton's internal | |
# source code is part of the cache key. | |
# | |
# Similarly, cache ~/.cache/ccache to speed up compilation. | |
# | |
# On branch `main` we always start from an empty cache, i.e. we skip the | |
# "restore" step. This is to prevent the caches from accumulating stale | |
# files over time. | |
name: Restore cache of ccache and Triton compilation artifacts | |
if: github.event_name != 'push' | |
uses: actions/cache/restore@v4 | |
with: | |
path: | | |
~/.triton/cache | |
~/.cache/ccache | |
# Restore the most recent cache entry. | |
restore-keys: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}- | |
# We expect this cache key never to hit and for us to fall back | |
# unconditionally to the restore-key, so it doesn't actually matter | |
# what we put here (so long as it doesn't hit an existing key). | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directory | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
- name: Update PATH | |
run: | | |
echo "/opt/rocm/llvm/bin" >> $GITHUB_PATH | |
- name: Install pip dependencies | |
run: | | |
python3 -m pip install --upgrade pip | |
python3 -m pip install lit | |
- name: Install Triton | |
id: amd-install-triton | |
run: | | |
echo "PATH is '$PATH'" | |
pip uninstall -y triton | |
cd python | |
pip install -v -e '.[tests]' | |
- name: Clean up after an unsuccessful build | |
if: ${{ !success() && steps.amd-install-triton.outcome != 'success' }} | |
run: | | |
rm -rf ~/.triton | |
- name: Run lit tests | |
run: | | |
cd python | |
LIT_TEST_DIR="build/$(ls build | grep -i cmake)/test" | |
if [ ! -d "${LIT_TEST_DIR}" ]; then | |
echo "Could not find '${LIT_TEST_DIR}'" ; exit -1 | |
fi | |
lit -v "${LIT_TEST_DIR}" | |
- name: Run python tests on HIP | |
run: | | |
INSTRUMENTATION_LIB_DIR="${GITHUB_WORKSPACE}/python/triton/instrumentation" | |
if [ ! -d "${INSTRUMENTATION_LIB_DIR}" ]; then | |
echo "Could not find '${INSTRUMENTATION_LIB_DIR}'" ; exit -1 | |
fi | |
pytest --capture=tee-sys -rfs python/tutorials/06-fused-attention.py | |
cd python/test/unit | |
pytest --capture=tee-sys -rfs -n 16 language runtime \ | |
--ignore=language/test_line_info.py \ | |
--ignore=test_debug.py | |
# TODO: uncomment | |
# pytest --capture=tee-sys -rfs test_debug.py | |
TRITON_ALWAYS_COMPILE=1 TRITON_DISABLE_LINE_INFO=0 LLVM_PASS_PLUGIN_PATH=${INSTRUMENTATION_LIB_DIR}/libGPUInstrumentationTestLib.so \ | |
pytest --capture=tee-sys -rfs -vvv instrumentation/test_gpuhello.py | |
# Run test_line_info.py separately with TRITON_DISABLE_LINE_INFO=0 | |
TRITON_DISABLE_LINE_INFO=0 python3 -m pytest -s -n 8 language/test_line_info.py | |
- name: Run regression tests | |
run: | | |
# Reenable test_functional_regression.py once it's fixed | |
cd python/test/regression | |
python3 -m pytest -s -n 8 ./test_cast_matmul.py | |
- name: Run Proton tests | |
run: | | |
cd third_party/proton | |
python3 -m pytest -s test | |
- name: Run C++ unittests | |
run: | | |
cd python | |
cd "build/$(ls build | grep -i cmake)" | |
ctest -j32 | |
- # If we're on branch `main`, save the ccache Triton compilation artifacts | |
# to the cache so they can be used by other (non-main) CI runs. | |
# | |
# (It wouldn't be a problem to save the cache on every run, because github | |
# evicts cache entries LRU, but maybe this saves a bit of time in CI.) | |
name: Save ccache and Triton compilation artifacts to cache | |
if: github.ref == 'refs/heads/main' | |
uses: actions/cache/save@v4 | |
with: | |
path: ~/.triton/cache ~/.cache/ccache | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directories | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
du -sh ~/.triton/** | |
mkdir -p ~/.cache/ccache | |
ls -alh ~/.cache/ccache | |
du -sh ~/.cache/ccache | |
- name: Clean up caches | |
run: | | |
rm -rf ~/.triton/cache | |
Build-Tests: | |
needs: Runner-Preparation | |
if: needs.Runner-Preparation.outputs.matrix-MACOS != '' | |
runs-on: ${{ matrix.runner }} | |
timeout-minutes: 30 | |
strategy: | |
matrix: | |
runner: ${{fromJson(needs.Runner-Preparation.outputs.matrix-MACOS)}} | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
with: | |
submodules: "true" | |
- name: Install brew dependencies | |
run: | | |
brew update | |
brew install ccache llvm@19 lld | |
- name: Compute cache keys | |
id: cache-key | |
run: | | |
llvm_file="cmake/llvm-hash.txt" | |
nvidia_file="cmake/nvidia-toolchain-version.json" | |
json_file="cmake/json-version.txt" | |
# Check if files exist before proceeding | |
if [[ ! -f "$llvm_file" || ! -f "$nvidia_file" || ! -f "$json_file" ]]; then | |
echo "Error: Required dependency files are missing." | |
exit 1 | |
fi | |
# Process the files if they exist | |
echo "llvm=$(cat $llvm_file | cut -c 1-8)" >> $GITHUB_OUTPUT | |
echo "nvidia=$(sha256sum $nvidia_file | cut -d ' ' -f 1)" >> $GITHUB_OUTPUT | |
echo "json=$(cat $json_file)" >> $GITHUB_OUTPUT | |
echo "datetime=$(date -u -Iseconds)" >> $GITHUB_OUTPUT | |
shell: bash | |
- name: Cache build dependencies | |
uses: actions/cache@v4 | |
with: | |
# Note that we cannot use environment variables here given there is | |
# no shell to interpret them in the paths. | |
path: | | |
~/.triton/llvm | |
~/.triton/nvidia | |
~/.triton/json | |
key: ${{ runner.os }}-${{ runner.arch }}-llvm-${{ steps.cache-key.outputs.llvm }}-nvidia-${{ steps.cache-key.outputs.nvidia }}-json-${{ steps.cache-key.outputs.json }} | |
- # Cache ~/.triton/cache because the vast majority of unit test time is | |
# spent compiling. Triton won't (well, should not) use these cached files | |
# if something internal to Triton changes, because Triton's internal | |
# source code is part of the cache key. | |
# | |
# Similarly, cache ~/.cache/ccache to speed up compilation. | |
# | |
# On branch `main` we always start from an empty cache, i.e. we skip the | |
# "restore" step. This is to prevent the caches from accumulating stale | |
# files over time. | |
name: Restore cache of ccache and Triton compilation artifacts | |
if: github.event_name != 'push' | |
uses: actions/cache/restore@v4 | |
with: | |
path: | | |
~/.triton/cache | |
~/.cache/ccache | |
# Restore the most recent cache entry. | |
restore-keys: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}- | |
# We expect this cache key never to hit and for us to fall back | |
# unconditionally to the restore-key, so it doesn't actually matter | |
# what we put here (so long as it doesn't hit an existing key). | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directory | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
- name: Update PATH | |
run: | | |
echo "$HOME/.local/bin" >> $GITHUB_PATH | |
echo "/opt/homebrew/opt/llvm/bin" >> $GITHUB_PATH | |
- name: Install pip dependencies | |
run: | | |
python3 -m venv ~/.venv | |
source ~/.venv/bin/activate | |
python3 -m pip install --upgrade pip | |
python3 -m pip install cython setuptools wheel cmake==3.24 ninja pytest-xdist lit pybind11 | |
- name: Install Triton | |
env: | |
TRITON_BUILD_WITH_CCACHE: "true" | |
TRITON_BUILD_WITH_O1: "true" | |
# macos-latest has 3 vcpus and 7GB DRAM, to save memory we limit the number of jobs to 3 | |
# https://docs.github.com/en/actions/using-github-hosted-runners/about-github-hosted-runners/about-github-hosted-runners#standard-github-hosted-runners-for-public-repositories | |
MAX_JOBS: 3 | |
run: | | |
source ~/.venv/bin/activate | |
echo "PATH is '$PATH'" | |
cd python | |
python3 -m pip install --no-build-isolation . | |
- # If we're on branch `main`, save the ccache Triton compilation artifacts | |
# to the cache so they can be used by other (non-main) CI runs. | |
# | |
# (It wouldn't be a problem to save the cache on every run, because github | |
# evicts cache entries LRU, but maybe this saves a bit of time in CI.) | |
name: Save ccache and Triton compilation artifacts to cache | |
if: github.ref == 'refs/heads/main' | |
uses: actions/cache/save@v4 | |
with: | |
path: ~/.triton/cache ~/.cache/ccache | |
key: triton-artifacts-${{ runner.os }}-${{ runner.arch }}-${{ runner.name }}-llvm-${{ steps.cache-key.outputs.llvm }}-${{ steps.cache-key.outputs.datetime }} | |
- name: Inspect cache directories | |
run: | | |
mkdir -p ~/.triton | |
ls -alh ~/.triton | |
du -sh ~/.triton/** | |
mkdir -p ~/.cache/ccache | |
ls -alh ~/.cache/ccache | |
du -sh ~/.cache/ccache |