|
| 1 | +FROM ubuntu:24.04 |
| 2 | + |
| 3 | +# Prevent apt install tzinfo from asking our location (assumes UTC) |
| 4 | +ENV DEBIAN_FRONTEND=noninteractive |
| 5 | + |
| 6 | +# Setup apt sources and install builder packages |
| 7 | +RUN apt-get update && \ |
| 8 | + apt-get install -y software-properties-common && \ |
| 9 | + add-apt-repository ppa:deadsnakes/ppa && \ |
| 10 | + apt-get update && \ |
| 11 | + apt-get install -y --no-install-recommends \ |
| 12 | + autoconf \ |
| 13 | + automake \ |
| 14 | + build-essential \ |
| 15 | + curl \ |
| 16 | + file \ |
| 17 | + git \ |
| 18 | + libatomic1 \ |
| 19 | + libquadmath0 \ |
| 20 | + libtool \ |
| 21 | + unzip \ |
| 22 | + vim \ |
| 23 | + wget \ |
| 24 | + zip \ |
| 25 | + zlib1g-dev && \ |
| 26 | + rm -rf /var/lib/apt/lists/* |
| 27 | + |
| 28 | +# Setup Python 3.12 |
| 29 | +COPY python_requirements.txt /python_requirements.txt |
| 30 | + |
| 31 | +RUN apt-get update && \ |
| 32 | + apt-get install -y --no-install-recommends \ |
| 33 | + python3.12 \ |
| 34 | + python3.12-dev \ |
| 35 | + python3.12-venv && \ |
| 36 | + rm -rf /var/lib/apt/lists/* && \ |
| 37 | + rm -f /usr/lib/python3.12/EXTERNALLY-MANAGED && \ |
| 38 | + ln -sf /usr/include/python3.12 /usr/local/include/python3.12 && \ |
| 39 | + wget --retry-connrefused --waitretry=1 --read-timeout=20 --timeout=15 --tries=5 https://bootstrap.pypa.io/get-pip.py && \ |
| 40 | + python3.12 get-pip.py && \ |
| 41 | + python3.12 -m pip install --no-cache-dir --upgrade pip && \ |
| 42 | + python3.12 -m pip install --no-cache-dir -U setuptools && \ |
| 43 | + python3.12 -m pip install --no-cache-dir -r /python_requirements.txt && \ |
| 44 | + rm -f get-pip.py |
| 45 | + |
| 46 | +# bazelisk |
| 47 | +RUN wget https://github.com/bazelbuild/bazelisk/releases/download/v1.21.0/bazelisk-linux-amd64 -O /usr/local/bin/bazel && chmod +x /usr/local/bin/bazel |
| 48 | + |
| 49 | +# Install AWS CLI v2 |
| 50 | +RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" && \ |
| 51 | + unzip awscliv2.zip && \ |
| 52 | + ./aws/install && \ |
| 53 | + rm -rf awscliv2.zip aws |
| 54 | + |
| 55 | +# Install Google Cloud CLI |
| 56 | +RUN echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | \ |
| 57 | + tee /etc/apt/sources.list.d/google-cloud-sdk.list && \ |
| 58 | + curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | \ |
| 59 | + gpg --dearmor -o /usr/share/keyrings/cloud.google.gpg && \ |
| 60 | + apt-get update && \ |
| 61 | + apt-get install -y google-cloud-cli && \ |
| 62 | + rm -rf /var/lib/apt/lists/* |
| 63 | + |
| 64 | +# Install ROCm packages |
| 65 | +ARG GPU_DEVICE_TARGETS="gfx908,gfx90a,gfx942,gfx950,gfx1030,gfx1100,gfx1101,gfx1102,gfx1200,gfx1201" |
| 66 | +ENV GPU_DEVICE_TARGETS=${GPU_DEVICE_TARGETS} |
| 67 | +ENV TF_ROCM_AMDGPU_TARGETS=${GPU_DEVICE_TARGETS} |
| 68 | + |
| 69 | +# Setup links for TensorFlow to compile. |
| 70 | +# Referenced in devel.usertools/*.bazelrc. |
| 71 | +# Set python3.12 as the default python version. |
| 72 | +# TF does not support python3.13. |
| 73 | +RUN ln -sf /usr/bin/python3.12 /usr/bin/python3 |
| 74 | +RUN ln -sf /usr/bin/python3.12 /usr/bin/python |
| 75 | +RUN ln -sf /usr/lib/python3.12 /usr/lib/tf_python |
| 76 | + |
| 77 | +# Don't use the bazel cache when a new docker image is created. |
| 78 | +RUN echo build --action_env=DOCKER_CACHEBUSTER=$(date +%s%N)$RANDOM >> /etc/bazel.bazelrc |
| 79 | +RUN echo build --host_action_env=DOCKER_HOST_CACHEBUSTER=$(date +%s%N)$RANDOM >> /etc/bazel.bazelrc |
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