Joint Optimization Of Hardware And Compiler

Modeling AI accelerators using Platform Architect.

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ASPLOS is the premier forum for multidisciplinary systems research spanning computer architecture and hardware, programming languages and compilers, operating systems and networking.

This presentation proposes a novel approach for joint optimization of algorithms/compilers and hardware architecture. The top-down/integrated approach that leverages the latest machine learning framework/compilers, combined with the underlying hardware architecture design could be one of the most promising directions to boost the productivity/quality-of-result for AI chip designs.

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