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Neural network unit with neural memory and array of neural processing units and sequencer that collectively shift row of data received from neural memory

机译:具有神经记忆的神经网络单元以及神经处理单元和定序器的阵列,可共同移位从神经记忆接收的数据行

摘要

An array of N processing units (PU) each has: an accumulator; an arithmetic unit performs an operation on first, second and third inputs to generate a result to store in the accumulator, the first input receives the accumulator output; a weight input is received by the second input to the arithmetic unit; a multiplexed register has first and second data inputs, an output received by the third input to the arithmetic unit, and a control input that controls the data input selection. The multiplexed register output is also received by an adjacent PU's multiplexed register second data input. The N PU's multiplexed registers collectively operate as an N-word rotater when the control input specifies the second data input. Respective first/second memories hold W/D rows of N weight/data words and provide the N weight/data words to the corresponding weight/multiplexed register first data inputs. A sequencer controls the multiplexer and memories.
机译:由N个处理单元(PU)组成的数组,每个单元都有:一个累加器;运算单元对第一,第二和第三输入进行运算以产生结果存储在累加器中,第一输入接收累加器输出;权重输入被第二输入接收到运算单元;多路复用寄存器具有第一和第二数据输入,由第三输入接收到算术单元的输出,以及控制数据输入选择的控制输入。相邻的PU的复用寄存器的第二数据输入也接收复用寄存器的输出。当控制输入指定第二数据输入时,N PU​​的多路复用寄存器共同充当N字旋转器。相应的第一/第二存储器保持N个权重/数据字的W / D行,并将N个权重/数据字提供给相应的权重/多路复用寄存器第一数据输入。定序器控制多路复用器和存储器。

著录项

  • 公开/公告号US10409767B2

    专利类型

  • 公开/公告日2019-09-10

    原文格式PDF

  • 申请/专利权人 VIA ALLIANCE SEMICONDUCTOR CO. LTD.;

    申请/专利号US201615090823

  • 发明设计人 G. GLENN HENRY;TERRY PARKS;

    申请日2016-04-05

  • 分类号G06N3/04;G06F9/30;G06F15/82;G06F1/10;G06F9/445;G06N3/063;G06N3/08;G06F9/38;G06F7/499;G06F7/483;G06F9/32;

  • 国家 US

  • 入库时间 2022-08-21 12:12:06

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