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support sgl-kernel on blackwell (#5074)

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This commit is contained in:
Yineng Zhang
2025-04-04 16:59:32 -07:00
committed by GitHub
parent 7ed77d6b9e
commit 3f287b8579
1 changed files with 21 additions and 20 deletions
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41
sgl-kernel/build.sh
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@@ -1,30 +1,31 @@
#!/bin/bash
set -ex
PYTHON_VERSION=$1
CUDA_VERSION=$2
PYTHON_ROOT_PATH=/opt/python/cp${PYTHON_VERSION//.}-cp${PYTHON_VERSION//.}
ENABLE_SM90A=$(( ${CUDA_VERSION%.*} >= 12 ? ON : OFF ))
if (( ${CUDA_VERSION%.*} < 12 )); then
ENABLE_SM90A=0
if [ ${CUDA_VERSION} = "12.8" ]; then
DOCKER_IMAGE="pytorch/manylinux2_28-builder:cuda${CUDA_VERSION}"
TORCH_INSTALL="pip install --no-cache-dir --pre torch --index-url https://download.pytorch.org/whl/nightly/cu${CUDA_VERSION//.}"
else
ENABLE_SM90A=1
DOCKER_IMAGE="pytorch/manylinux-builder:cuda${CUDA_VERSION}"
TORCH_INSTALL="pip install --no-cache-dir torch==2.5.1 --index-url https://download.pytorch.org/whl/cu${CUDA_VERSION//.}"
fi
docker run --rm \
-v $(pwd):/sgl-kernel \
pytorch/manylinux-builder:cuda${CUDA_VERSION} \
bash -c "
${PYTHON_ROOT_PATH}/bin/pip install --no-cache-dir torch==2.5.1 --index-url https://download.pytorch.org/whl/cu${CUDA_VERSION//.} && \
${PYTHON_ROOT_PATH}/bin/pip install --no-cache-dir ninja setuptools==75.0.0 wheel==0.41.0 numpy uv && \
export TORCH_CUDA_ARCH_LIST='7.5 8.0 8.9 9.0+PTX' && \
export CUDA_VERSION=${CUDA_VERSION} && \
export SGL_KERNEL_ENABLE_BF16=1 && \
export SGL_KERNEL_ENABLE_FP8=1 && \
export SGL_KERNEL_ENABLE_SM90A=${ENABLE_SM90A} && \
mkdir -p /usr/lib/x86_64-linux-gnu/ && \
ln -s /usr/local/cuda-${CUDA_VERSION}/targets/x86_64-linux/lib/stubs/libcuda.so /usr/lib/x86_64-linux-gnu/libcuda.so && \
cd /sgl-kernel && \
ls -la ${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages/wheel/ && \
PYTHONPATH=${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages ${PYTHON_ROOT_PATH}/bin/python -m uv build --wheel -Cbuild-dir=build . --color=always && \
./rename_wheels.sh
"
-v $(pwd):/sgl-kernel \
${DOCKER_IMAGE} \
bash -c "
${PYTHON_ROOT_PATH}/bin/${TORCH_INSTALL} && \
${PYTHON_ROOT_PATH}/bin/pip install --no-cache-dir ninja setuptools==75.0.0 wheel==0.41.0 numpy uv && \
export TORCH_CUDA_ARCH_LIST='7.5 8.0 8.9 9.0+PTX' && \
export CUDA_VERSION=${CUDA_VERSION} && \
mkdir -p /usr/lib/x86_64-linux-gnu/ && \
ln -s /usr/local/cuda-${CUDA_VERSION}/targets/x86_64-linux/lib/stubs/libcuda.so /usr/lib/x86_64-linux-gnu/libcuda.so && \
cd /sgl-kernel && \
ls -la ${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages/wheel/ && \
PYTHONPATH=${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages ${PYTHON_ROOT_PATH}/bin/python -m uv build --wheel -Cbuild-dir=build . --color=always && \
./rename_wheels.sh
"