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Cache the ROCm warp size per device instead of for device 0 - #2101

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IxMxAMAR:fix/rocm-per-device-warp-size
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Cache the ROCm warp size per device instead of for device 0#2101
IxMxAMAR wants to merge 2 commits into
bitsandbytes-foundation:mainfrom
IxMxAMAR:fix/rocm-per-device-warp-size

fix(rocm): fall back to BNB_WARP_SIZE instead of 32

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