feat: add ARM64/AArch64 build support to Dockerfile-base (#3346)
* Add support for capability to build arm64 image * Fixing wrong variable TARGETPLATFORM bug * Adding missing semicolons * skip docker hub login if PR (no push) or no credentials * Enabling arm64 builds for Dockerfile-base in Github actions * TARGETARCH automatically default to platform arch under build * Enabling arm64 builds for axolotl docker builds * Enabling arm64 builds for axolotl-cloud docker build Github actions --------- Co-authored-by: Wing Lian <wing@axolotl.ai>
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@@ -2,11 +2,13 @@ ARG CUDA_VERSION="11.8.0"
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ARG CUDNN_VERSION="8"
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ARG UBUNTU_VERSION="22.04"
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ARG MAX_JOBS=4
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ARG TARGETARCH
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FROM nvidia/cuda:$CUDA_VERSION-cudnn$CUDNN_VERSION-devel-ubuntu$UBUNTU_VERSION AS base-builder
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ENV PATH="/root/miniconda3/bin:${PATH}"
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ARG TARGETARCH
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ARG PYTHON_VERSION="3.11"
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ARG PYTORCH_VERSION="2.1.2"
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ARG CUDA="128"
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@@ -22,11 +24,17 @@ RUN apt-get update \
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librdmacm-dev librdmacm1 rdmacm-utils slurm-wlm \
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&& rm -rf /var/cache/apt/archives \
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&& rm -rf /var/lib/apt/lists/* \
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&& wget \
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https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh \
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&& if [ "$TARGETARCH" = "amd64" ]; then \
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MINICONDA_ARCH="x86_64"; \
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elif [ "$TARGETARCH" = "arm64" ]; then \
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MINICONDA_ARCH="aarch64"; \
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else \
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echo "Unsupported architecture: $TARGETARCH"; exit 1; \
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fi \
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&& wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-${MINICONDA_ARCH}.sh \
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&& mkdir /root/.conda \
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&& bash Miniconda3-latest-Linux-x86_64.sh -b \
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&& rm -f Miniconda3-latest-Linux-x86_64.sh \
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&& bash Miniconda3-latest-Linux-${MINICONDA_ARCH}.sh -b \
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&& rm -f Miniconda3-latest-Linux-${MINICONDA_ARCH}.sh \
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&& conda tos accept --override-channels --channel https://repo.anaconda.com/pkgs/main \
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&& conda tos accept --override-channels --channel https://repo.anaconda.com/pkgs/r \
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&& conda create -n "py${PYTHON_VERSION}" python="${PYTHON_VERSION}"
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@@ -54,13 +62,31 @@ RUN git lfs install --skip-repo && \
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RUN case "$PYTORCH_VERSION" in \
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2.9.[0-9]*) \
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if [ "$CUDA" = "128" ]; then \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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pip3 install --no-cache-dir flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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rm flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
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if [ "$TARGETARCH" = "amd64" ]; then \
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WHL_FILE="flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl"; \
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WHL_VERSION="v0.5.4"; \
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elif [ "$TARGETARCH" = "arm64" ]; then \
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WHL_FILE="flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_aarch64.whl"; \
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WHL_VERSION="v0.6.4"; \
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else \
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echo "Unsupported architecture: $TARGETARCH"; exit 1; \
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fi; \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/${WHL_VERSION}/${WHL_FILE}; \
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pip3 install --no-cache-dir ${WHL_FILE}; \
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rm ${WHL_FILE}; \
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elif [ "$CUDA" = "130" ]; then \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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pip3 install --no-cache-dir flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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rm flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
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if [ "$TARGETARCH" = "amd64" ]; then \
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WHL_FILE="flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl"; \
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WHL_VERSION="v0.5.4"; \
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elif [ "$TARGETARCH" = "arm64" ]; then \
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WHL_FILE="flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_aarch64.whl"; \
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WHL_VERSION="v0.6.4"; \
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else \
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echo "Unsupported architecture: $TARGETARCH"; exit 1; \
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fi; \
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wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/${WHL_VERSION}/${WHL_FILE}; \
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pip3 install --no-cache-dir ${WHL_FILE}; \
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rm ${WHL_FILE}; \
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fi \
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;; \
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esac
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