[Docker] optimize dockerfile remove deepep and blackwell merge it to…

.github/workflows/release-docker.yml

@@ -14,8 +14,13 @@ jobs:
     environment: 'prod'
     strategy:
       matrix:
-        cuda_version: ['12.4.1']
-        build_type: ['all']
+        cuda_version: ['12.6.1', '12.8.1']
+        build_type: ['all', 'blackwell']
+        exclude:
+          - cuda_version: '12.6.1'
+            build_type: 'blackwell'
+          - cuda_version: '12.8.1'
+            build_type: 'all'
     steps:
       - name: Delete huge unnecessary tools folder
         run: rm -rf /opt/hostedtoolcache
@@ -41,6 +46,10 @@ jobs:
             cuda_tag="cu124"
           elif [ "${{ matrix.cuda_version }}" = "12.5.1" ]; then
             cuda_tag="cu125"
+          elif [ "${{ matrix.cuda_version }}" = "12.6.1" ]; then
+            cuda_tag="cu126"
+          elif [ "${{ matrix.cuda_version }}" = "12.8.1" ]; then
+            cuda_tag="cu128"
           else
             echo "Unsupported CUDA version"
             exit 1
@@ -52,15 +61,17 @@ jobs:
             tag_suffix=""
           elif [ "${{ matrix.build_type }}" = "srt" ]; then
             tag_suffix="-srt"
+          elif [ "${{ matrix.build_type }}" = "blackwell" ]; then
+            tag_suffix="-b200"
           else
             echo "Unsupported build type"
             exit 1
           fi
 
-          docker build . -f docker/Dockerfile --build-arg CUDA_VERSION=${{ matrix.cuda_version }} --build-arg BUILD_TYPE=${{ matrix.build_type }} -t lmsysorg/sglang:${tag}${tag_suffix} --no-cache
+          docker buildx build --output type=image,compression=zstd . -f docker/Dockerfile --build-arg CUDA_VERSION=${{ matrix.cuda_version }} --build-arg BUILD_TYPE=${{ matrix.build_type }} -t lmsysorg/sglang:${tag}${tag_suffix} --no-cache
           docker push lmsysorg/sglang:${tag}${tag_suffix}
 
-          if [ "${{ matrix.cuda_version }}" = "12.4.1" ]; then
+          if [ "${{ matrix.cuda_version }}" = "12.6.1" ]; then
             docker tag lmsysorg/sglang:${tag}${tag_suffix} lmsysorg/sglang:latest${tag_suffix}
             docker push lmsysorg/sglang:latest${tag_suffix}
           fi

docker/Dockerfile

@@ -1,51 +1,98 @@
-ARG CUDA_VERSION=12.4.1
-
-FROM nvcr.io/nvidia/tritonserver:24.12-py3-min
+ARG CUDA_VERSION=12.6.1
+FROM nvidia/cuda:${CUDA_VERSION}-cudnn-devel-ubuntu22.04
 
 ARG BUILD_TYPE=all
-ENV DEBIAN_FRONTEND=noninteractive
+ENV DEBIAN_FRONTEND=noninteractive \
+    CUDA_HOME=/usr/local/cuda \
+    GDRCOPY_HOME=/usr/src/gdrdrv-2.4.4/ \
+    NVSHMEM_DIR=/sgl-workspace/nvshmem/install
 
+# Set timezone and install all packages
 RUN echo 'tzdata tzdata/Areas select America' | debconf-set-selections \
-    && echo 'tzdata tzdata/Zones/America select Los_Angeles' | debconf-set-selections \
-    && apt update -y \
-    && apt install software-properties-common -y \
-    && apt install python3 python3-pip -y \
-    && apt install curl git sudo libibverbs-dev -y \
-    && apt install rdma-core infiniband-diags openssh-server perftest -y \
-    && python3 --version \
-    && python3 -m pip --version \
-    && rm -rf /var/lib/apt/lists/* \
-    && apt clean
-
-# For openbmb/MiniCPM models
-RUN pip3 install datamodel_code_generator --break-system-packages
+ && echo 'tzdata tzdata/Zones/America select Los_Angeles' | debconf-set-selections \
+ && apt-get update && apt-get install -y --no-install-recommends \
+    tzdata \
+    software-properties-common netcat-openbsd kmod unzip openssh-server \
+    curl wget lsof zsh ccache tmux htop git-lfs tree \
+    python3 python3-pip python3-dev libpython3-dev \
+    build-essential cmake \
+    libopenmpi-dev libnuma1 libnuma-dev \
+    libibverbs-dev libibverbs1 libibumad3 \
+    librdmacm1 libnl-3-200 libnl-route-3-200 libnl-route-3-dev libnl-3-dev \
+    ibverbs-providers infiniband-diags perftest \
+    libgoogle-glog-dev libgtest-dev libjsoncpp-dev libunwind-dev \
+    libboost-all-dev libssl-dev \
+    libgrpc-dev libgrpc++-dev libprotobuf-dev protobuf-compiler-grpc \
+    pybind11-dev \
+    libhiredis-dev libcurl4-openssl-dev \
+    libczmq4 libczmq-dev \
+    libfabric-dev \
+    patchelf \
+    nvidia-dkms-550 \
+    devscripts debhelper fakeroot dkms check libsubunit0 libsubunit-dev \
+ && ln -sf /usr/bin/python3 /usr/bin/python \
+ && rm -rf /var/lib/apt/lists/* \
+ && apt-get clean
+
+# GDRCopy installation
+RUN mkdir -p /tmp/gdrcopy && cd /tmp \
+ && git clone https://github.com/NVIDIA/gdrcopy.git -b v2.4.4 \
+ && cd gdrcopy/packages \
+ && CUDA=/usr/local/cuda ./build-deb-packages.sh \
+ && dpkg -i gdrdrv-dkms_*.deb libgdrapi_*.deb gdrcopy-tests_*.deb gdrcopy_*.deb \
+ && cd / && rm -rf /tmp/gdrcopy
 
+# Fix DeepEP IBGDA symlink
+RUN ln -sf /usr/lib/x86_64-linux-gnu/libmlx5.so.1 /usr/lib/x86_64-linux-gnu/libmlx5.so
+
+# Clone and install SGLang
 WORKDIR /sgl-workspace
+RUN python3 -m pip install --no-cache-dir --upgrade pip setuptools wheel html5lib six \
+ && git clone --depth=1 https://github.com/sgl-project/sglang.git \
+ && cd sglang \
+ && case "$CUDA_VERSION" in \
+      12.6.1) CUINDEX=126 ;; \
+      12.8.1) CUINDEX=128 ;; \
+      *) echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1 ;; \
+    esac \
+ && python3 -m pip install --no-cache-dir -e "python[${BUILD_TYPE}]" --extra-index-url https://download.pytorch.org/whl/cu${CUINDEX} \
+ && if [ "$CUDA_VERSION" = "12.8.1" ]; then \
+      python3 -m pip install --no-cache-dir nvidia-nccl-cu12==2.27.3 --force-reinstall --no-deps ; \
+      python3 -m pip install --no-cache-dir https://github.com/sgl-project/whl/releases/download/v0.1.9/sgl_kernel-0.1.9+cu128-cp39-abi3-manylinux2014_x86_64.whl --force-reinstall --no-deps ; \
+    fi
+
+# Build and install NVSHMEM + DeepEP
+RUN wget https://developer.download.nvidia.com/compute/redist/nvshmem/3.2.5/source/nvshmem_src_3.2.5-1.txz \
+ && git clone https://github.com/deepseek-ai/DeepEP.git \
+ && tar -xf nvshmem_src_3.2.5-1.txz && mv nvshmem_src nvshmem \
+ && cd nvshmem \
+ && git apply /sgl-workspace/DeepEP/third-party/nvshmem.patch \
+ && sed -i '1i#include <unistd.h>' examples/moe_shuffle.cu \
+ && rm -f /sgl-workspace/nvshmem_src_3.2.5-1.txz \
+ && NVSHMEM_SHMEM_SUPPORT=0 \
+    NVSHMEM_UCX_SUPPORT=0 \
+    NVSHMEM_USE_NCCL=0 \
+    NVSHMEM_MPI_SUPPORT=0 \
+    NVSHMEM_IBGDA_SUPPORT=1 \
+    NVSHMEM_PMIX_SUPPORT=0 \
+    NVSHMEM_TIMEOUT_DEVICE_POLLING=0 \
+    NVSHMEM_USE_GDRCOPY=1 \
+    cmake -S . -B build/ -DCMAKE_INSTALL_PREFIX=${NVSHMEM_DIR} -DCMAKE_CUDA_ARCHITECTURES=90 \
+ && cmake --build build --target install -j \
+ && cd /sgl-workspace/DeepEP \
+ && NVSHMEM_DIR=${NVSHMEM_DIR} pip install .
 
-ARG CUDA_VERSION
-RUN python3 -m pip install --upgrade pip setuptools wheel html5lib six --break-system-packages --ignore-installed \
-    && git clone --depth=1 https://github.com/sgl-project/sglang.git \
-    && if [ "$CUDA_VERSION" = "12.1.1" ]; then \
-         export CUINDEX=121; \
-       elif [ "$CUDA_VERSION" = "12.4.1" ]; then \
-         export CUINDEX=124; \
-       elif [ "$CUDA_VERSION" = "12.8.1" ]; then \
-         export CUINDEX=124; \
-       elif [ "$CUDA_VERSION" = "11.8.0" ]; then \
-         export CUINDEX=118; \
-         python3 -m pip install --no-cache-dir sgl-kernel -i https://docs.sglang.ai/whl/cu118 --break-system-packages; \
-       else \
-         echo "Unsupported CUDA version: $CUDA_VERSION" && exit 1; \
-       fi \
-    && if [ "$CUDA_VERSION" = "12.4.1" ]; then \
-         python3 -m pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cu126 --break-system-packages; \
-       else \
-         python3 -m pip install --no-cache-dir torch --index-url https://download.pytorch.org/whl/cu${CUINDEX} --break-system-packages; \
-       fi \
-    && cd sglang \
-    && python3 -m pip --no-cache-dir install -e "python[${BUILD_TYPE}]" --break-system-packages \
-    && if [ "$CUDA_VERSION" = "12.8.1" ]; then \
-         python3 -m pip install nvidia-nccl-cu12==2.26.2.post1 --force-reinstall --no-deps --break-system-packages; \
-       fi
+# Python tools
+RUN python3 -m pip install --no-cache-dir \
+    datamodel_code_generator \
+    mooncake_transfer_engine==0.3.3.post2 \
+    pre-commit \
+    pytest \
+    black \
+    isort \
+    icdiff \
+    uv \
+    wheel \
+    scikit-build-core
 
 ENV DEBIAN_FRONTEND=interactive