cbalint13 commented on PR #17627:
URL: https://github.com/apache/tvm/pull/17627#issuecomment-2643143804
> @cbalint13
>
> Hello, I'm conducting experiments with the following models:
>
> * resnet_18
> * resnet_50
> {...}
> * googlenet
> Imported directly from PyTorch to Relay. This issue occurred more
frequently with GoogLeNet, MobileNetV2, MobileNetV3, ResNet-152, and
InceptionV3 models.
Thank you, see now. But from your description it is still not clear the
extend of the issue:
Metaschedule (a) bails-out/abort as a whole program or (b) only skips on
some specific layers ?
* In case of (a) yes , if whole program is aborted it is clear we should fix
this issue.
* In case of (b) iterated variations fails (it is normal, maybe all
variations too, so layer is skipped), relaxing this can get "working schedules"
but no guarantees on correctness. If Ansor is unable to find not a single
valid schedule within a layer than must check the cause of inflexibility, just
relaxing some rules is not the best idea.
Lets again see others opinion here on it.
--
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]
