SMT-SA: Simultaneous Multithreading in Systolic Arrays.
IEEE Computer Architecture Letters(2019)
摘要
Systolic arrays (SAs) are highly parallel pipelined structures capable of executing various tasks such as matrix multiplication and convolution. They comprise a grid of usually homogeneous processing units (PUs) that are responsible for the multiply-accumulate (MAC) operations in the case of matrix multiplication. It is not rare for a PU input to be zero-valued, in which case the PU becomes idle a...
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关键词
Deep learning,Task analysis,Multithreading,Convolution,Energy consumption,Instruction sets,Correlation
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