fp8 bwd #320
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name: AMD Perf Kernel Tests | |
on: | |
workflow_dispatch: | |
pull_request: | |
branches: [main_perf] | |
merge_group: | |
branches: [main_perf] | |
types: [checks_requested] | |
push: | |
branches: [main_perf, micmelesse/upstream_pr] | |
concurrency: | |
group: ${{ github.ref }} | |
cancel-in-progress: true | |
permissions: read-all | |
jobs: | |
Runner-Preparation-AMD: | |
runs-on: ubuntu-latest | |
timeout-minutes: 30 | |
outputs: | |
matrix-HIP: ${{ steps.set-matrix.outputs.matrix-HIP }} | |
steps: | |
- name: Prepare runner matrix | |
id: set-matrix | |
run: | | |
if [ x"${{ github.repository }}" == x"ROCm/flash-attention" ]; then | |
echo '::set-output name=matrix-HIP::[["self-hosted", "gfx90a"]]' | |
else | |
echo '::set-output name=matrix-HIP::[["ubuntu-latest"]]' | |
fi | |
Integration-Tests-AMD: | |
needs: Runner-Preparation-AMD | |
if: needs.Runner-Preparation-AMD.outputs.matrix-HIP != '' | |
runs-on: ${{ matrix.runner }} | |
strategy: | |
matrix: | |
runner: ${{fromJson(needs.Runner-Preparation-AMD.outputs.matrix-HIP)}} | |
container: | |
image: rocm/pytorch:rocm6.0.2_ubuntu22.04_py3.10_pytorch_2.1.2 | |
options: --device=/dev/kfd --device=/dev/dri --security-opt seccomp=unconfined --group-add video --user root | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v4 | |
- name: Install Triton | |
run: | | |
pip uninstall -y triton | |
pip install matplotlib pandas pytest | |
git clone https://github.com/triton-lang/triton | |
cd triton | |
git checkout 3ca2f498e98ed7249b82722587c511a5610e00c4 | |
pip install --verbose -e python | |
cd .. | |
- name: Build | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
python setup.py install | |
- name: Flash Attention Tests Using Reference Impl | |
if: matrix.runner[1] == 'gfx90a' | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
export FLASH_ATTENTION_TRITON_AMD_REF=1 | |
pytest tests/test_flash_attn_triton_amd.py | |
- name: Flash Attention Tests | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
pytest tests/test_flash_attn_triton_amd.py | |
- name: AMD Tests | |
if: matrix.runner[1] == 'gfx90a' | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
pytest -v -s flash_attn/flash_attn_triton_amd/test.py | |
- name: AMD Bench | |
if: matrix.runner[1] == 'gfx90a' | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
python flash_attn/flash_attn_triton_amd/bench.py | |
- name: AMD Bench with Autotune | |
if: matrix.runner[1] == 'gfx90a' | |
run: | | |
export FLASH_ATTENTION_TRITON_AMD_ENABLE="TRUE" | |
export FLASH_ATTENTION_TRITON_AMD_AUTOTUNE=1 | |
python flash_attn/flash_attn_triton_amd/bench.py |