SMT-SA: Simultaneous Multithreading in Systolic Arrays.

IEEE Computer Architecture Letters(2019)

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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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