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allocate CPU and GPU on the same numa node for guaranteed pod #1286

@abstractmj

Description

@abstractmj

What would you like to be added:

Allocating CPU and GPU on the same numa node

What type of PR is this?

/kind feature

What this PR does / why we need it:

In scenarios where frequent communication occurs between the CPU and GPU, accessing across NUMA (Non-Uniform Memory Access) nodes can lead to increased latency, limited bandwidth, and other issues, thereby compromising the overall system performance.

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