Nanmur opened a new issue, #20003:
URL: https://github.com/apache/tvm/issues/20003
TVM previously supported importing PaddlePaddle models through the Relay
frontend.
However, the current Relax frontend does not provide a corresponding import
path for
PaddlePaddle models.
This tracking issue proposes exploring an incremental implementation of a
PaddlePaddle
frontend for Relax. Over time, the scope may include:
* Legacy static programs;
* Paddle 3.x PIR programs;
* Potentially other model formats exported by the PaddlePaddle ecosystem,
subject to
implementation findings and community discussion.
The initial direction is to use PaddlePaddle's official Python APIs to load
and
deserialize models, and then translate the resulting program objects into
Relax. This
would avoid maintaining a separate PaddlePaddle model-file parser within TVM.
Ideally, this effort could proceed incrementally through multiple small,
independently
reviewable PRs. As implementation work reveals additional requirements, the
scope and
roadmap can be discussed and refined together with the community.
This effort follows the earlier tracking work for the Relay PaddlePaddle
frontend in
#8751.
I would be glad to work on this incrementally and adjust the implementation
based on
community review. If the community is interested in moving this effort
forward,
maintainer guidance on the following questions would be greatly appreciated:
* Is `python/tvm/relax/frontend/paddle/` an appropriate location for this
frontend?
* Is an API that accepts program objects already loaded by PaddlePaddle an
appropriate
interface for this integration?
Contributions and suggestions from other developers interested in
PaddlePaddle support
would also be very welcome.
### Triage
* needs-triage
* type:rfc-tracking
* frontend: paddlepaddle
--
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.
To unsubscribe, e-mail: [email protected]
For queries about this service, please contact Infrastructure at:
[email protected]
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
