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feat(backend): add mimalloc memory allocator to the container

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This commit is contained in:
Morgan Funtowicz 2024-11-29 16:22:55 +01:00
parent f5c4cee364
commit db41776a0e
1 changed files with 25 additions and 3 deletions
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28
Dockerfile.llamacpp
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@ -54,6 +54,26 @@ ENV RUSTFLAGS="-L/usr/lib"
ENV CMAKE_INSTALL_PREFIX=/usr/src/text-generation-inference/dist ENV CMAKE_INSTALL_PREFIX=/usr/src/text-generation-inference/dist
RUN cargo build --profile release-opt --package text-generation-backend-llamacpp --bin text-generation-backend-llamacpp --frozen RUN cargo build --profile release-opt --package text-generation-backend-llamacpp --bin text-generation-backend-llamacpp --frozen
FROM ubuntu:22.04 AS mimalloc-builder
ENV DEBIAN_FRONTEND=noninteractive
ENV MIMALLOC_VERSION=2.1.7
RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
--mount=type=cache,target=/var/lib/apt,sharing=locked \
apt update && \
apt upgrade -y && \
apt install -y \
clang \
cmake \
ninja-build \
wget
RUN wget https://github.com/microsoft/mimalloc/archive/refs/tags/v${MIMALLOC_VERSION}.tar.gz -O mimalloc-${MIMALLOC_VERSION}.tar.gz && \
tar -xzf mimalloc-${MIMALLOC_VERSION}.tar.gz && \
cd mimalloc-${MIMALLOC_VERSION} && \
cmake -G Ninja -DCMAKE_BUILD_TYPE=Release -B build . && \
cmake --build build --parallel && \
cmake --install build
FROM ubuntu:22.04 FROM ubuntu:22.04
ENV DEBIAN_FRONTEND=noninteractive ENV DEBIAN_FRONTEND=noninteractive
@ -62,18 +82,20 @@ RUN --mount=type=cache,target=/var/cache/apt,sharing=locked \
apt update && \ apt update && \
apt upgrade -y && \ apt upgrade -y && \
apt install -y \ apt install -y \
libopenmpi3 \
numactl \ numactl \
openssl \ openssl \
python3.11-dev \ python3.11-dev \
python3.11-venv \ python3.11-venv
libgomp1
COPY --from=builder /usr/src/text-generation-inference/target/release-opt/text-generation-backend-llamacpp /usr/src/text-generation-inference/text-generation-launcher COPY --from=builder /usr/src/text-generation-inference/target/release-opt/text-generation-backend-llamacpp /usr/src/text-generation-inference/text-generation-launcher
COPY --from=builder /usr/src/text-generation-inference/dist /usr/ COPY --from=builder /usr/src/text-generation-inference/dist /usr/
COPY --from=builder /usr/src/text-generation-inference/backends/llamacpp/requirements.txt requirements.txt COPY --from=builder /usr/src/text-generation-inference/backends/llamacpp/requirements.txt requirements.txt
COPY --from=mimalloc-builder /usr/local/lib/libmimalloc.so.2.1 /usr/lib/libmimalloc.so.2.1
RUN /usr/bin/python3.11 -m venv /usr/src/text-generation-inference/venv RUN /usr/bin/python3.11 -m venv /usr/src/text-generation-inference/venv
ENV PATH="/usr/src/text-generation-inference/venv/bin:$PATH" ENV PATH="/usr/src/text-generation-inference/venv/bin:$PATH"
RUN pip3 install --no-cache-dir -r requirements.txt RUN pip3 install --no-cache-dir -r requirements.txt
ENV PORT=8080 ENV PORT=8080
WORKDIR /usr/src/text-generation-inference WORKDIR /usr/src/text-generation-inference
ENTRYPOINT ["text-generation-launcher"] ENTRYPOINT ["LD_PRELOAD=/usr/lib/libmimalloc.so.2.1", "text-generation-launcher"]