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For jobs utilizing an accelerator, provide a base image that includes the necessary accelerator components. Ensure the following requirements for the accelerator image:
  • Compatibility with Debian (the Launch Dockerfile uses apt-get to install Python)
  • Supported CPU and GPU hardware instruction set (confirm the CUDA version compatibility with the intended GPU)
  • Compatibility between the supplied accelerator version and the packages in the machine learning algorithm
  • Installation of packages that require additional steps for hardware compatibility
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