Kernel Optimization Machine Learning

Formalized Deep Learning Architectures for Automated Low-Level Kernel Optimization

Abstract: Vincent Abbott is a PhD student at the Massachusetts Institute of Technology's (MIT) Zardini Lab who has developed a formal framework for describing the relationship between the mathematical function implemented by a deep learning model, its resource usage, and low-level implementation. These methods are based on category theoretic ...

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