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Error deploying Vision AI Application with custom trained model #13

Open pkim-inmotion opened 1 year ago

pkim-inmotion commented 1 year ago

Hi,

I have been using Vision AI platform for a while with a custom trained model. Our model has been updated and registered registered on 2023-02-09 and has been working correctly.

I could undeploy the application on 2023-05-15 to adjust the input streams of the application and could deploy without problem. However, I found out that there was mismatching information in the metadata sent to our model. I went into the application view panel and found out that the entire application setup UI is changed.

Now, there is "Universal input" instead of "Streams" and I could see that the Universal input node was not connected to my model. In order to fix that, I undeployed the application and deleted the application.

I followed the step by step guide published on https://cloud.google.com/vision-ai/docs/build-app. However, the "Add streams input" section does not match to the UI and I could not follow the steps. Finally, I registered the streams as "Streaming" and registered 3 cameras to test. I added my custom trained model, with all the options, as an "Output" of the "Universal input" node and I could see that the two nodes were connected on the graph.

Finally I tried to Deploy the application and received a deployment error. I tried different combinations, including the deployment by API, but without a positive result. I am attaching the deployment error. { "name": "projects/c5i-data-lake/locations/us-central1/operations/operation-1684582139755-5fc1e5808fc81-2f7c5bcc-5d50bdbc", "metadata": { "@type": "type.googleapis.com/google.cloud.visionai.v1.OperationMetadata", "createTime": "2023-05-20T11:28:59.981037429Z", "endTime": "2023-05-20T11:40:47.157448423Z", "target": "projects/c5i-data-lake/locations/us-central1/applications/c5i-20230520-placas", "verb": "update", "statusMessage": "Custom Model Deployment Step 2 Pending....", "requestedCancellation": false, "apiVersion": "v1" }, "done": true, "error": { "code": 3, "message": "Instance Deployment Step 1 failed, step: projects/c5i-data-lake/locations/us-central1/applications/c5i-20230520-placas/instances/c5i-test-pedernales-lpr-DeployInstance. Detailed App Platform Error: Invalid application instance graph, it cannot be deployed: Detailed App Platform Error: Invalid Application Instance, there should only be 1 stream input, but now: 0" } } I am also attaching two images from the UI. Screenshot 2023-05-20 081045 Screenshot 2023-05-20 080943

dchao34 commented 1 year ago

Thanks for reporting; we are looking into it.

pkim-inmotion commented 1 year ago

Hi Daniel, Could you please tell me when the platform will be ready to deploy our aplication? Please let me know. Regards.

dchao34 commented 1 year ago

A fix is being rolled out and should land in production around Friday.

pkim-inmotion commented 1 year ago

Will the documentation be updated according to the final fix?

dchao34 commented 1 year ago

Yeah, though it might trail the fix by a few days, because the documentation update is part of a launch train. It will be out some time next week.