Features - 1.1 English

DPUCVDX8G for Versal ACAPs Product Guide (PG389)

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1.1 English

The DPUCVDX8G has the following features:

  • One AXI4-Lite slave interface for accessing configuration and status registers.
  • One AXI4 master interface for accessing instructions.
  • Supports AIE-core-32 batch sizes 1-6.
  • Supports AIE-core-64 batch sizes 1-5.
  • Supports a configurable number of AXI4 interfaces for loading/saving the features.

The following are some highlights of DPUCVDX8G functionality:

  • Convolution and Transposed Convolution, 2D and 3D
  • Depthwise convolution and Depthwise transposed convolution, 2D and 3D
  • Max pooling
  • Average pooling
  • ReLU, ReLU6, Leaky ReLU, Hard Sigmoid, and Hard Swish
  • Elementwise-Sum and Elementwise-Multiply, 2D and 3D
  • Dilation
  • Reorg
  • Fully connected layer
  • Concat, Batch Normalization: supported by tool-chain