Abstract: Recent large language models (LLMs), driven by the scaling law, have demonstrated remarkable performance in various machine learning tasks by significantly increasing model size. However, ...
Propose a uniformed convolutional matrix-multiplication representation for accelerating CONV and FC layers on FPGA. Propose a weight-major convolutional mapping method for FC layers, which has good ...
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