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Performance Update (2025.04.22) (#71)
* 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
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