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Update CI Jobs in anticipation for Cuda 12.4 deprecation#1515

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HonestDeng wants to merge 3 commits intopytorch:mainfrom

HonestDeng:deprecate-cuda12.4-in-ci

Commits on Mar 23, 2025

.ci: change gpu-arch-version from 12.4 to 12.8
HonestDeng
committed

Commits on Mar 24, 2025

Change cuda version of pytorch in install_requirements.sh
HonestDeng
committed

Commits on Mar 25, 2025

change cuda version from 12.8 to 12.6
HonestDeng
committed