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Update dependency installation #76

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27 changes: 10 additions & 17 deletions Dockerfile
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Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
# Use a base image with Python and Git
FROM python:3.10-slim
# Use Python 3.12 as the base image
FROM python:3.12-slim-bullseye

# Install Git
RUN apt-get update && apt-get install -y git
Expand All @@ -12,29 +12,22 @@ RUN curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | apt-key --keyri
# Install the Google Cloud SDK
RUN apt-get update && apt-get install -y google-cloud-sdk

# Set the default Python version to 3.10
RUN update-alternatives --install /usr/bin/python3 python3 /usr/local/bin/python3.10 1
# Set the default Python version to 3.12
RUN update-alternatives --install /usr/bin/python3 python3 /usr/local/bin/python3.12 1

# Set environment variables for Google Cloud SDK and Python 3.10
ENV PATH="/usr/local/google-cloud-sdk/bin:/usr/local/bin/python3.10:${PATH}"
# Set environment variables for Google Cloud SDK and Python 3.12
ENV PATH="/usr/local/google-cloud-sdk/bin:/usr/local/bin/python3.12:${PATH}"

# Set the working directory
WORKDIR /app

# Clone the repository
RUN git clone https://github.com/AI-Hypercomputer/accelerator-microbenchmarks.git

# Navigate to the repository directory
WORKDIR /app/accelerator-microbenchmarks

# Clone the local repository
COPY . .

# Install dependencies
RUN pip install --upgrade pip && \
pip install jax[tpu] -f https://storage.googleapis.com/jax-releases/libtpu_releases.html && \
pip install --upgrade clu tensorflow tensorflow-datasets && \
pip install jsonlines && \
pip install ray[default]
pip install -r requirements.txt

# Set environment variables
ENV JAX_PLATFORMS=tpu,cpu \
ENABLE_PJRT_COMPATIBILITY=true