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Tengine Lite release v1.5 for NVDLA

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@BUG1989 BUG1989 released this 08 Oct 07:22
· 88 commits to tengine-lite since this release
lite-v1.5-nvdla
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Release v1.5 for NVDLA

Baseline version

  • lite-v1.5

Hardware backend support

  • Zynq UltraScale+ MPSoC ZCU102

Software Depend

  • Ubuntu 20.04
  • OpenCV 4.2
  • gcc 9.3.0
  • cmake 3.16.3

NVDLA type support

  • Small

NVDLA Operator support

  • Batchnorm
  • Concat
  • Convolution
  • Deconvolution
  • Eltwise
  • FC
  • Pooling
  • ReLU
  • Scale
  • Split

NVDLA Network support

Models Input Size Inference Time of ZCU102+NVDLA (ms)
ResNet18 3x32x32 12.6
YOLOv3-Tiny-ReLU 3x416x416 630.5
YOLOX-Nano-ReLU 3x416x416 1138.8

Tengine NVDLA example support

Reference Documents

The Ubuntu image for ZCU102

Assets 8
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