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Axon: Synthesizing Superoptimizer Automates AI Accelerator Kernel Generation
Axon is a synthesizing superoptimizer designed for tile-based AI accelerator programs that uses program synthesis to automatically generate target instructions from semantic specifications. This approach reduces the need for deep expertise in tiling, instruction selection, data layout, and operator...
By automating the generation of optimized instructions for AI accelerators, Axon can lower the programming burden and potentially speed up development of efficient AI hardware software stacks. This could improve productivity and performance in AI chip programming.
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Score 71
Source Type arxiv
Reposts 0
Topic Quality 59
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