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FINN-examples v0.0.7
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@auphelia auphelia released this 15 Aug 08:31
· 6 commits to main since this release
v0.0.7
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Updates to FINN-examples since the last release include

  • New build flows and bitfiles for all models with FINN v0.10+
  • DSP-packed MVAU in MobileNet-v1 on ZCU104 and VGG10-RadioML example
  • Efficient implementation for per tensor thresholding, e.g. for ResNet-50 which allows the full design to be implemented on-chip without external memory
  • New example for Pynq-Z1: Binarized CNV topology from the FINN paper trained on the German Traffic Sign Recognition Benchmark (GTSRB) dataset
  • More stable flow for ResNet-50, fixed floorplanning and fixed FIFO depths to allow for faster rebuild times
  • The opset versions of the model files were updated to allow easy integration with the verification capabilities of the builder flow
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