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[ROCm] Update CI to use ROCm 6.3.2 #23542

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[ROCm] Update CI to use ROCm 6.3.2 #23542

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tianleiwu
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Description

  • Update ROCm CI to use ROCm 6.3.2, python 3.12 and ubuntu 24.04
  • Remove cupy dependency (since cupy does not support ROCm 6.3 yet)
  • Use venv to replace conda

Dockerfile may be shared to use in migraphx CI in the future (with an argument USE_MIGRAPHX=1).

Motivation and Context

Support new features in ROCm 6.3.

@tianleiwu
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/azp run Linux ROCm CI Pipeline

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Azure Pipelines successfully started running 1 pipeline(s).

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