Donato Capitella
125 lines
3.5 KiB
Docker
125 lines
3.5 KiB
Docker
# build stage
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FROM registry.fedoraproject.org/fedora:rawhide AS builder
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# rocm 6.4.4 repo
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RUN <<'EOF'
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tee /etc/yum.repos.d/rocm.repo <<REPO
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[ROCm-6.4.4]
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name=ROCm6.4.4
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baseurl=https://repo.radeon.com/rocm/el9/6.4.4/main
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enabled=1
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priority=50
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gpgcheck=1
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gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
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REPO
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EOF
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# deps
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RUN dnf -y --nodocs --setopt=install_weak_deps=False \
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--exclude='*sdk*' --exclude='*samples*' --exclude='*-doc*' --exclude='*-docs*' \
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install \
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make gcc cmake lld clang clang-devel compiler-rt libcurl-devel ninja-build \
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rocm-llvm rocm-device-libs hip-runtime-amd hip-devel \
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rocblas rocblas-devel hipblas hipblas-devel rocm-cmake libomp-devel libomp \
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rocminfo radeontop \
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git-core vim sudo rsync \
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&& dnf clean all && rm -rf /var/cache/dnf/*
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# rocm env
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ENV ROCM_PATH=/opt/rocm \
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HIP_PATH=/opt/rocm \
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HIP_CLANG_PATH=/opt/rocm/llvm/bin \
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HIP_DEVICE_LIB_PATH=/opt/rocm/amdgcn/bitcode \
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PATH=/opt/rocm/bin:/opt/rocm/llvm/bin:$PATH
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# rocWMMA
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WORKDIR /opt
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COPY ./build-rocwmma.sh .
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RUN chmod +x build-rocwmma.sh && ./build-rocwmma.sh
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# llama.cpp
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WORKDIR /opt/llama.cpp
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RUN git clone --recursive https://github.com/ggerganov/llama.cpp.git .
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# Apply # rocWMMA patch
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COPY ./apply-rocwmma-fix.sh /opt/apply-rocwmma-fix.sh
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RUN chmod +x /opt/apply-rocwmma-fix.sh && /opt/apply-rocwmma-fix.sh /opt/llama.cpp
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# build
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RUN git clean -xdf \
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&& git pull \
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&& git submodule update --recursive \
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&& bash -lc 'f=/opt/llama.cpp/ggml/src/ggml-cuda/mmid.cu; \
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grep -q "vendors/hip.h" "$f" || sed -i '\''1i #include "vendors/hip.h"'\'' "$f"' \
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&& cmake -S . -B build \
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-DGGML_HIP=ON \
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-DAMDGPU_TARGETS=gfx1151 \
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-DCMAKE_BUILD_TYPE=Release \
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-DLLAMA_HIP_UMA=ON \
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-DGGML_HIP_ROCWMMA_FATTN=ON \
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-DROCM_PATH=/opt/rocm \
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-DHIP_PATH=/opt/rocm \
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-DHIP_PLATFORM=amd \
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-DCMAKE_HIP_FLAGS="--rocm-path=/opt/rocm" \
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&& cmake --build build --config Release -- -j"$(nproc)" \
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&& cmake --install build --config Release
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# libs
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RUN find /opt/llama.cpp/build -type f -name 'lib*.so*' -exec cp {} /usr/lib64/ \; \
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&& ldconfig
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# helper
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COPY gguf-vram-estimator.py /usr/local/bin/gguf-vram-estimator.py
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RUN chmod +x /usr/local/bin/gguf-vram-estimator.py
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# runtime stage
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FROM registry.fedoraproject.org/fedora-minimal:rawhide
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# rocm 6.4.3 repo
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RUN <<'EOF'
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tee /etc/yum.repos.d/rocm.repo <<REPO
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[ROCm-6.4.4]
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name=ROCm6.4.4
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baseurl=https://repo.radeon.com/rocm/el9/6.4.4/main
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enabled=1
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priority=50
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gpgcheck=1
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gpgkey=https://repo.radeon.com/rocm/rocm.gpg.key
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REPO
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EOF
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# runtime deps
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RUN microdnf -y --nodocs --setopt=install_weak_deps=0 \
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--exclude='*sdk*' --exclude='*samples*' --exclude='*-doc*' --exclude='*-docs*' \
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install \
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bash ca-certificates libatomic libstdc++ libgcc libgomp sudo \
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hip-runtime-amd rocblas hipblas \
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rocminfo radeontop \
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&& microdnf clean all && rm -rf /var/cache/dnf/*
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# copy
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COPY --from=builder /usr/local/ /usr/local/
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# ld
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RUN echo "/usr/local/lib" > /etc/ld.so.conf.d/local.conf \
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&& echo "/usr/local/lib64" >> /etc/ld.so.conf.d/local.conf \
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&& ldconfig \
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&& cp -n /usr/local/lib/libllama*.so* /usr/lib64/ 2>/dev/null || true \
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&& ldconfig
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# helper
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COPY gguf-vram-estimator.py /usr/local/bin/gguf-vram-estimator.py
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RUN chmod +x /usr/local/bin/gguf-vram-estimator.py
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# profile
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RUN printf '%s\n' \
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'export ROCBLAS_USE_HIPBLASLT=1' \
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> /etc/profile.d/rocm.sh && chmod +x /etc/profile.d/rocm.sh \
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&& echo 'source /etc/profile.d/rocm.sh' >> /etc/bashrc
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# shell
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CMD ["/bin/bash"]
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