[Announcement] Apache TVM v0.8.0 Release

[Wuwei Lin <wu...@apache.org>]

Hi all,

The Apache TVM community is happy to announce the release of Apache TVM v0.8.0.

Apache TVM v0.8.0 brings several major exciting experimental features,
including:

- PaddlePaddle frontend
- TVMScript: round-trippable python-based syntax for TIR
- TorchScript integration
- TensorIR scheduling language
- TensorRT and CUTLASS integration via BYOC
- Int4 TensorCore support in AutoTVM
- MicroTVM Project API and Zephyr, Arduino support
- AOT executor
- Robust Windows support
- Affine analysis infra: iter-affine-map
- Improved Vulkan backend
- CUDA graph support in TVM runtime

Besides, The community has been working together to refactor and
evolve the existing infrastructure, including but not limited to:

- Relay compilation engine
- Relay pattern language
- CI and build process
- Refactoring documentation and tutorials
- Stablizing AutoScheduler
- Stablizing TVMC command line driver interface
- Stablizing target system
- Frontend coverage, quantization, dynamic shape, training

Check out https://github.com/apache/tvm/releases/tag/v0.8.0 for the
release note.
A link to the download can be found here:
https://tvm.apache.org/download.

Best regards,
Apache TVM Team