Custom PA perf improvements #222
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Enable 128K context length in custom PA.
Enable custom PA to write fp8 output with scaling, enabled this perf optimization for LLama. This optimization is only enabled on rocm custom PA when chunked prefill is disabled and environment variable VLLM_USE_ROCM_CUSTOM_PAGED_ATTN_FP8_OUT=1