TVM Examples

1. TVM-DarkNet Example

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

2. Jetbot(Jetson Nano) Example

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

3. DCN

• Target: convert Torchvision DCN to TVM deformable_conv2d.