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[Feature]: Implement a Batch Attention Kernel #101

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@diptorupd

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Flashinfer-ai/flashinfer provides an implementation of a batched attention kernel https://github.com/flashinfer-ai/flashinfer/blob/main/csrc/batch_attention.cu.

Refer flashinfer-ai#1137. It is worth exploring if such a feature is viable for ROCm and whether it will be of benefit to end users.

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