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* Fix benchmark script

* Performance optimization for compute-bound cases

* Add new testcase (s_k = 16384)

* Update README.md

* Update comment

* Update README.md

* Add the deep-dive blog

* Add background color for MLA Kernel Sched.drawio.svg

* Use relative path for the schedule image

* Move flash_mla.h to kernels/params.h

fix(benchmark): store 'compare' and 'one' perf results in csv files and visualize them

Support FP16 dtype in FlashMLA kenrel

feat: add benchmark for flash_infer vs flash_mla

Update docstring

support Windows build

minor fix test

tests: Triton 3.2.0 had remove the fast_flush parameter from do_bench 

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