Details on Page 302 +448% -9% 1/18 4/25 Source: University of Maryland’s UMD-LinkUp AIMaps (in collaboration with Outrigger Group) (5/25) Change in USA IT Job Postings, Indexed to 1/18 (AI = Blue, Non-AI models developed by one or more institutions, including government agencies. Industry-academia collaboration excludes government partnerships and only captures partnerships between academic institutions code, models, data, and documentation related to artificial intelligence projects. These enable collaboration, reuse, and distribution of AI tools and assets. Analysis shown includes GitHub repositories with

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Dynamic codegen (WIP) ○ Kernel dispatch for a single op ○ Graph dispatch for a (sub-)graph In collaboration with Jared Roesch, Zhi Chen, Wei Chen© 2019, Amazon Web Services, Inc. or its Affiliates. All