CHaiDNN Versions Save

HLS based Deep Neural Network Accelerator Library for Xilinx Ultrascale+ MPSoCs

v2.0

5 years ago

What's new in CHaiDNN-v2

  • 4x GOPS compared to CHaiDNN-v1 (2017.4)
  • 2x MAC on DSPs at int6
  • Double-Pumped DSPs allowing the DSPs to be clocked at twice the core clock (Some configs can go upto 350/700Mhz)
  • Introducing DietChai - A miniature version of CHai for smaller MPSoC/ Zynq devices
  • 128, 256, 512, 1024 DSP design configs verified for ZU9
  • Support for URAM\
  • 128, 256, 512 DSP configs verified for ZU7
  • ModelZoo of 6 networks at int8 and int6 precision
  • Support for two quantization modes - Dynamic fixed point and Xilinx Quantizer
  • Enhanced API to enable better hardware-software partitioning
  • Support for Software custom layer plug-ins
  • Fully Connected layers on CPU
  • More documentation

v1.0

5 years ago

CHaiDNN initial release.