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Summary:
This diff adds support for Triton-splitk kernel. Includes:
1/ prefill_varseq_attn and decode_attn
2/ dequantize kernel
3/ fused quantization in rope functions
TODO:
Dequantize + paged kv cache
Differential Revision: D60747287