Open bioimageiobot opened 5 months ago
Hi! How do I check whether the model is uploaded successfully or not? And can I modify the model name or tags or descriptions after uploading?
Thanks
Hi @Luchixiang
Thank you for uploading the model. Before the model gets uploaded, it needs to pass different tests. You can see them below your comment (I add a screenshot).
You can see that none of the two models passed the validation tests (dynamic validation), i.e., we cannot load your model and run it on the provided test images. This usually happens when something is missing in the model rdf.yaml
file or the pytorch model is not exported properly.
Here are some comments:
bioimageio.core
library? (https://github.com/bioimage-io/core-bioimage-io-python) You could try installing and using it to export the model, and validate the exported model. There are examples there, but let us know if it does not work. rdf.yaml
file. What's the pytorch version for this model? Hi! Does the model output of test_input.npy needs to match test_output.npy in order to pass validation? The diffusion model is a generative model, so its output should be slightly different each time.
Sorry, yes, the CI we use to test the models assumes that the output is always the same. This is something we are working on. Unfortunately, we do not have a solution for it yet. Sometimes, when fixing the seed of the diffusion model, it is possible to get the same output. Could you check if you could do so? Also, it would be very helpful for us if you could get the model running properly and just the validation saying that the output is not the same (similar to this case https://github.com/bioimage-io/collection-bioimage-io/pull/686). This way, we know that we can at least, load and run your model, and we could develop further pipelines to test generative approaches.
This is an automatic PR created by the @bioimageiobot regarding changes to the resource item 10.5281/zenodo.10575472. The following version(s) will be added:
Please review the changes and make sure the new item or version(s) pass the following check list:
Maintainers: @luchixiang
Note: If you updated or re-uploaded another version for the current item on Zenodo, this PR won't be changed automatically. To proceed, you can do the following:
status
field asaccepted
, but change thestatus
under the current version toblocked
.Keep proposed version(s) (and this resource in general if it is new) as pending: Close this PR without merging.
Then wait for the CI on the main branch to complete. It should detect the new version(s) and create another PR for the new version(s).
Previous PRs of this resource: none