v0.17.0-alpha

Summary

Changelog for Alpha Release v0.17.0-alpha (notable changes since *v0.15.0-alpha).

Changelog

Generality

• Implemented support for 23 additional model variants, including 1 new architectures for 2 frameworks:
  • ONNX:
    • DLA:
      • dla34
      • dla46_c
      • dla46x_c
      • dla60x_c
      • dla60
      • dla60x
      • dla102
      • dla102x
      • dla102x2
      • dla169
  • PyTorch
    • SegFormer (Image Classification):
      • nvidia/mit-b0
      • nvidia/mit-b1
      • nvidia/mit-b2
      • nvidia/mit-b3
      • nvidia/mit-b4
      • nvidia/mit-b5
    • SegFormer (Semantic Segmentation):
      • nvidia/segformer-b0-finetuned-ade-512-512
      • nvidia/segformer-b1-finetuned-ade-512-512
      • nvidia/segformer-b2-finetuned-ade-512-512
      • nvidia/segformer-b3-finetuned-ade-512-512
      • nvidia/segformer-b4-finetuned-ade-512-512
    • PerceiverIO:
      • deepmind/vision-perceiver-fourier
      • deepmind/vision-perceiver-learned

General (Improvements/Features/Etc.)

• Across-the-board bug fixes and enhancements to compiler stability

Notes

Please be aware that this is an Alpha release, and while we’ve worked diligently, stability across all models and features cannot be guaranteed. Thank you for your understanding.

Compatibility matrix

OS	Python	PyTorch	Driver	Firmware
Ubuntu 22.04	3.10.12	2.1.0+cpu.cxx11.abi	ttkmd_1.27.1	fw_v80.8.0.0
Ubuntu 20.04	3.8.10	2.1.0+cpu.cxx11.abi	ttkmd_1.27.1	fw_v80.8.0.0

Full Changelog: v0.15.0-alpha...v0.17.0-alpha