Hi TVM community,
We've been successfully using Relay-based TVM for ML compilation across our
embedded DSP and MCU devices (including Cortex-M) for several years. The Relay
flow has been excellent for our use cases, particularly leveraging features
like the tvmc driver, C backend, unpacked API support, quantized operators, and
USMP. We use TVM to compile/deploy a wide range of models, from 3 layer
networks on our MCU devices to typical vision models on our DSP devices.
As we look toward migrating to Relax, we've identified that several features
critical to our embedded workflows aren't currently available. Features like
unpacked API and USMP are essential for generating the low-footprint code our
Cortex-M0 devices require.
We're interested in contributing to enable or port some of these
embedded-focused features from Relay to Relax, and would love the community's
perspective on:
- **Community interest**: Would the TVM community welcome contributions focused
on embedded device requirements?
- **Collaboration opportunities**: Are there other embedded TVM users who might
be interested in collaborating on re-enabling these capabilities in Relax?
We're excited about the potential to help strengthen TVM's embedded ecosystem
and would appreciate any insights or interest from the community.
Thanks!
---
[Visit
Topic](https://discuss.tvm.apache.org/t/seeking-community-input-embedded-device-support-in-relax/18664/1)
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