Standard Kernel Co.

@Standard_Kernel

Building AI Infrastructure with AI; fast kernels go brrr

Palo Alto, CA

Standard Kernel Co.
@Standard_Kernel
Apr 27
We built a system combining program analysis and LLMs to transform and optimize PTX. By operating at this shared layer across DSLs (e.g. Triton, TileLang, ThunderKittens, CUTLASS), our system learns the best ideas from each and generates kernels that outperform all of them (1/5)
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Standard Kernel Co.
@Standard_Kernel
Feb 24
GPU timing is deceptively hard. Power limits, thermal state, clock behavior, caching, and measurement method all affect results in subtle ways. We explored sources of timing variation to obtain more reliable results for kernel benchmarking. (1/9)
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