Improve Kernel Build Time (#11508)

This commit is contained in:
Kangyan-Zhou
2025-10-19 18:11:48 -07:00
committed by GitHub
parent 53529f46cc
commit 27a223aba4
2 changed files with 306 additions and 4 deletions

View File

@@ -31,11 +31,35 @@ else
TORCH_INSTALL="pip install --no-cache-dir torch==2.8.0 --index-url https://download.pytorch.org/whl/cu126"
fi
# Create cache directories for persistent build artifacts in home directory
# Using home directory to persist across workspace cleanups/checkouts
CACHE_DIR="${HOME}/.cache/sgl-kernel"
CMAKE_DOWNLOAD_CACHE="${CACHE_DIR}/cmake-downloads"
CCACHE_DIR="${CACHE_DIR}/ccache"
mkdir -p "${CMAKE_DOWNLOAD_CACHE}"
mkdir -p "${CCACHE_DIR}"
echo "==================================="
echo "Cache Configuration"
echo "==================================="
echo "CMake download cache: ${CMAKE_DOWNLOAD_CACHE}"
echo "ccache directory: ${CCACHE_DIR}"
echo ""
docker run --rm \
-v $(pwd):/sgl-kernel \
-v ${CMAKE_DOWNLOAD_CACHE}:/cmake-downloads \
-v ${CCACHE_DIR}:/ccache \
-e ENABLE_CMAKE_PROFILE="${ENABLE_CMAKE_PROFILE:-}" \
-e ENABLE_BUILD_PROFILE="${ENABLE_BUILD_PROFILE:-}" \
${DOCKER_IMAGE} \
bash -c "
# Install CMake (version >= 3.26) - Robust Installation
set -e
# Install CMake (version >= 3.26) - Robust Installation with caching
echo \"==================================\"
echo \"Installing CMake\"
echo \"==================================\"
export CMAKE_VERSION_MAJOR=3.31
export CMAKE_VERSION_MINOR=1
# Setting these flags to reduce OOM chance only on ARM
@@ -45,10 +69,23 @@ docker run --rm \
export MAKEFLAGS='-j2'
export CMAKE_BUILD_PARALLEL_LEVEL=2
export NINJAFLAGS='-j2'
echo \"ARM detected: Using extra conservative settings (2 parallel jobs)\"
fi
echo \"Downloading CMake from: https://cmake.org/files/v\${CMAKE_VERSION_MAJOR}/cmake-\${CMAKE_VERSION_MAJOR}.\${CMAKE_VERSION_MINOR}-linux-${ARCH}.tar.gz\"
wget https://cmake.org/files/v\${CMAKE_VERSION_MAJOR}/cmake-\${CMAKE_VERSION_MAJOR}.\${CMAKE_VERSION_MINOR}-linux-${ARCH}.tar.gz
tar -xzf cmake-\${CMAKE_VERSION_MAJOR}.\${CMAKE_VERSION_MINOR}-linux-${ARCH}.tar.gz
CMAKE_TARBALL=\"cmake-\${CMAKE_VERSION_MAJOR}.\${CMAKE_VERSION_MINOR}-linux-${ARCH}.tar.gz\"
# Check if CMake is already cached
if [ -f \"/cmake-downloads/\${CMAKE_TARBALL}\" ]; then
echo \"Using cached CMake from /cmake-downloads/\${CMAKE_TARBALL}\"
cp /cmake-downloads/\${CMAKE_TARBALL} .
else
echo \"Downloading CMake from: https://cmake.org/files/v\${CMAKE_VERSION_MAJOR}/\${CMAKE_TARBALL}\"
wget https://cmake.org/files/v\${CMAKE_VERSION_MAJOR}/\${CMAKE_TARBALL}
# Cache the downloaded file
cp \${CMAKE_TARBALL} /cmake-downloads/
fi
tar -xzf \${CMAKE_TARBALL}
mv cmake-\${CMAKE_VERSION_MAJOR}.\${CMAKE_VERSION_MINOR}-linux-${ARCH} /opt/cmake
export PATH=/opt/cmake/bin:\$PATH
export LD_LIBRARY_PATH=/lib64:\$LD_LIBRARY_PATH
@@ -58,6 +95,50 @@ docker run --rm \
which cmake
cmake --version
echo \"==================================\"
echo \"Installing and configuring ccache\"
echo \"==================================\"
# Install ccache 4.12.1 from source for CUDA support (yum provides old 3.7.7)
echo \"Installing ccache 4.12.1 from source...\"
# Install build dependencies
yum install -y gcc gcc-c++ make wget tar
# Download and build ccache 4.12.1
cd /tmp
wget -q https://github.com/ccache/ccache/releases/download/v4.12.1/ccache-4.12.1.tar.xz
tar -xf ccache-4.12.1.tar.xz
cd ccache-4.12.1
# Build and install (uses already-installed CMake 3.31)
mkdir build && cd build
/opt/cmake/bin/cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr .. >/dev/null
make -j\$(nproc) >/dev/null
make install >/dev/null
# Verify installation
ccache --version
echo \"ccache 4.12.1 installed successfully\"
cd /sgl-kernel
# Configure ccache
export CCACHE_DIR=/ccache
export CCACHE_BASEDIR=/sgl-kernel
export CCACHE_MAXSIZE=10G
export CCACHE_COMPILERCHECK=content
export CCACHE_COMPRESS=true
export CCACHE_SLOPPINESS=file_macro,time_macros,include_file_mtime,include_file_ctime
# Set up ccache as compiler launcher (don't use PATH to avoid -ccbin conflicts)
export CMAKE_C_COMPILER_LAUNCHER=ccache
export CMAKE_CXX_COMPILER_LAUNCHER=ccache
export CMAKE_CUDA_COMPILER_LAUNCHER=ccache
# Show ccache stats before build
ccache -sV || true
echo \"\"
yum install numactl-devel -y && \
yum install libibverbs -y --nogpgcheck && \
ln -sv /usr/lib64/libibverbs.so.1 /usr/lib64/libibverbs.so && \
@@ -70,6 +151,77 @@ docker run --rm \
cd /sgl-kernel && \
ls -la ${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages/wheel/ && \
# Enable CMake profiling if requested
if [ -n \"${ENABLE_CMAKE_PROFILE}\" ]; then
echo \"CMake profiling enabled - will save to /sgl-kernel/cmake-profile.json\"
export CMAKE_ARGS=\"--profiling-output=/sgl-kernel/cmake-profile.json --profiling-format=google-trace\"
fi
export NINJA_STATUS=\"[%f/%t %es] \"
# Enable Ninja build profiling if requested
if [ -n \"${ENABLE_BUILD_PROFILE}\" ]; then
echo \"Ninja build profiling enabled - will save to /sgl-kernel/build-trace.json\"
fi
PYTHONPATH=${PYTHON_ROOT_PATH}/lib/python${PYTHON_VERSION}/site-packages ${PYTHON_ROOT_PATH}/bin/python -m uv build --wheel -Cbuild-dir=build . --color=always --no-build-isolation && \
./rename_wheels.sh
# Show profile location if profiling was enabled
if [ -n \"${ENABLE_CMAKE_PROFILE}\" ] && [ -f /sgl-kernel/cmake-profile.json ]; then
echo \"\"
echo \"==================================\"
echo \"CMake Profile Generated\"
echo \"==================================\"
echo \"Profile saved to: cmake-profile.json\"
echo \"View in browser: chrome://tracing or edge://tracing\"
echo \"\"
fi
# Generate Ninja build trace if profiling enabled
if [ -n \"${ENABLE_BUILD_PROFILE}\" ] && [ -f /sgl-kernel/build/.ninja_log ]; then
echo \"\"
echo \"==================================\"
echo \"Generating Ninja Build Trace\"
echo \"==================================\"
# Download ninjatracing script from GitHub (using PR #39 branch for ninja log v7 support)
wget -q https://raw.githubusercontent.com/cradleapps/ninjatracing/084212eaf68f25c70579958a2ed67fb4ec2a9ca4/ninjatracing -O /tmp/ninjatracing || echo \"Note: Failed to download ninjatracing, skipping build trace\"
# Convert .ninja_log to Chrome trace (JSON format)
if [ -f /tmp/ninjatracing ]; then
${PYTHON_ROOT_PATH}/bin/python /tmp/ninjatracing /sgl-kernel/build/.ninja_log > /sgl-kernel/build-trace.json || true
if [ -f /sgl-kernel/build-trace.json ]; then
# Compress the trace for smaller file size and faster loading
gzip -9 -k /sgl-kernel/build-trace.json 2>/dev/null || true
echo \"Build trace saved to: build-trace.json\"
if [ -f /sgl-kernel/build-trace.json.gz ]; then
ORIGINAL_SIZE=\$(stat -f%z /sgl-kernel/build-trace.json 2>/dev/null || stat -c%s /sgl-kernel/build-trace.json)
COMPRESSED_SIZE=\$(stat -f%z /sgl-kernel/build-trace.json.gz 2>/dev/null || stat -c%s /sgl-kernel/build-trace.json.gz)
echo \"Compressed to: build-trace.json.gz (\${RATIO}% smaller)\"
fi
echo \"\"
echo \"View in browser:\"
echo \" - chrome://tracing (load JSON file)\"
echo \" - ui.perfetto.dev (recommended, supports .gz files)\"
echo \"\"
echo \"Shows:\"
echo \" - Compilation time per file\"
echo \" - Parallelism utilization\"
echo \" - Critical path (longest dependency chain)\"
echo \" - Where the 2-hour build time went\"
fi
fi
echo \"\"
fi
# Show ccache statistics after build
echo \"\"
echo \"==================================\"
echo \"ccache Statistics\"
echo \"==================================\"
ccache -s
echo \"\"
"