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Add PER_TOKEN_HEAD FP8 quant and P-scale to batch_prefill #7883

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Add VEC_K_COL_V KV cache layout for FP8 batch_prefill

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Add PER_TOKEN_HEAD FP8 quant and P-scale to batch_prefill #7883

Add VEC_K_COL_V KV cache layout for FP8 batch_prefill
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