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Adaptive matrix multiplication accelerator for machine learning and deep learning applications
Adaptive matrix multiplication accelerator for machine learning and deep learning applications
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机译:适用于机器学习和深度学习应用的自适应矩阵乘法加速器
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摘要
PROBLEM TO BE SOLVED: To provide an adaptive multiplier capable of accelerating machine learning and deep learning. An adaptive matrix multiplier is provided. In some embodiments, the matrix multiplier comprises a first multiplier unit, a second multiplier unit, a memory load circuit, and an external buffer circuit. The first multiplication unit includes a first internal buffer circuit and a second internal buffer circuit, and the second multiplication unit includes a first internal buffer circuit and a second internal buffer circuit. The memory load circuit is configured to load data from the memory into the first internal buffer of the first multiplication unit and the first internal buffer of the second multiplication unit in a single burst in burst memory access mode. [Selection diagram] FIG. 1A
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