Features - 1.0 English

DPUCAHX8H for Convolutional Neural Networks (PG367)

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Release Date
1.0 English
  • Supports one AXI slave interface for accessing configuration and status registers.
  • Supports one AXI master interface for code fetch.
  • Supports two AXI master interface for model parameters loading.
  • Supports 1-5 AXI master interface 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
    • Max pooling
    • Average pooling
    • ReLU, ReLU6, and Leaky ReLU
    • Concat
    • Elementwise-sum
    • Dilation
    • Reorg
    • Fully connected layer
    • Batch normalization
    • Split