Features - 1.0 English

DPUCVDX8H for Convolutional Neural Networks LogiCORE IP Product Guide (PG403)

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1.0 English

The DPUCVDX8H has the following features:

  • One 32-bit AXI slave interface can be connected to NoC or shell design for accessing configuration and status registers.
  • One 256-bit AXI master interface connected to NoC for code fetch.
  • Four 256-bit AXI master interfaces connected to NoC for model parameters loading.
  • 1~8 512-bit AXI master interface connected to NoC for DPUCVDX8H operates its input/output/intermediate feature-map in DRAM.

The following are a few highlights of the DPUCVDX8H functionality:

  • Configurable hardware configuration includes: Engine number
  • Convolution and deconvolution
  • Max pooling
  • Average pooling
  • ReLU, ReLU6, and Leaky ReLU
  • Concat
  • Elementwise-sum
  • Dilation
  • Reorg
  • Fully connected layer
  • Batch Normalization
  • Split