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Followed notebooks samples for CPR and deploy but getting FailedPrecondition #4559

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rragundez opened this issue Oct 20, 2024 · 0 comments
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api: vertex-ai Issues related to the googleapis/python-aiplatform API. samples Issues that are directly related to samples.

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@rragundez
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Follow this tutorial: https://github.com/GoogleCloudPlatform/vertex-ai-samples/blob/main/notebooks/community/prediction/custom_prediction_routines/SDK_Custom_Predict_SDK_Integration.ipynb

everything works fine, including the local endpoint deployment, but when doing the mode.deploy to an endpoint at the end I encounter the error:
FailedPrecondition: 400 Model server exited unexpectedly Model server logs can be found at ... but the logs show nothing, just

image

Not sure how to debug this. Perhaps a bit to add is that I am quite familiar with the GCP ecosystem and I did try several ways to deploy this. All started by not being able to deploy my own model, then turned into the tutorial, and I guess if that doesn't work then something must be wrong with the implementation.

If you could even point me to where the problem might be I can take a look myself but I do need a bit of guidance as I am a bit stuck. Thanks.

@product-auto-label product-auto-label bot added api: vertex-ai Issues related to the googleapis/python-aiplatform API. samples Issues that are directly related to samples. labels Oct 20, 2024
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