Features - 1.2 English

DPUCAHX8H for Convolutional Neural Networks (PG367)

Document ID
PG367
Release Date
2022-06-15
Version
1.2 English
  • Supports one AXI slave interface for accessing configuration and status registers.
  • Supports one AXI master interface for loading instructions.
  • Supports two AXI master interfaces for loading model parameters.
  • Supports one to five AXI master interfaces for accessing input/output/intermediate feature map stored in the HBM.
  • Supports all AXI master interfaces with 256-bit width.
  • DPU functionality includes the following:
    • Configurable number of processing engines (PE)
    • Convolution and deconvolution
    • Depthwise convolution
    • Maximum and average pooling
    • ReLU, ReLU6, and Leaky ReLU
    • Data split
    • Concat
    • Elementwise-sum
    • Dilation
    • Data reorganization
    • Fully connected layer
    • Batch normalization