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TVM Examples

1. TVM-DarkNet Example

  • Environments: V100
  • Target: use TVM-DarkNet to detect videos on V100.
  • Features:
    • Use Official Tutorial codes to build yolov3/yolov3-tiny.
    • Use Official Tutorial codes to Auto-tune the above models.
    • cv2 issues.
  • Notes

2. Jetbot(Jetson Nano) Example

  • Environments: Server and Jetbot(Jetson Nano).
  • Target: use TVM-DarkNet to detect videos on Jetbot.
  • Features:
    • Server rpc auto-tuning.
    • Server cross compile.
    • Jetbot detect videos.
  • Notes

3. DCN

  • Target: convert Torchvision DCN to TVM deformable_conv2d.