Abstract: Recent SRAM-based in-memory computing (IMC) hardware demonstrates high energy efficiency and throughput for matrix–vector multiplication (MVM), the dominant kernel for deep neural networks ...
By encoding mathematical statements into numbers, mathematician Kurt Gödel used ordinary arithmetic to check whether a ...
Abstract: Machine learning models with various tensor operators are becoming ubiquitous in recent years. There are two types of operators in machine learning: compute-intensive operators (e.g., GEMM ...
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