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Questions tagged [google-cloud-vertex-ai]

Usage questions relating to Google Cloud Platform's Vertex AI: https://cloud.google.com/vertex-ai/docs

692 questions
23
votes
9 answers

Sudden ImportError: cannot import name 'appengine' from 'requests.packages.urllib3.contrib error on pipeline

My pipelines and schedulers were running smoothly without any problems. After I went out to lunch, I changed the number of epochs a Neural Network would run, save the .yaml file again and leave it in the bucket named "budgetff". Afterwards,…
filipe
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23
votes
5 answers

Permission "artifactregistry.repositories.downloadArtifacts" denied on resource

While the artifact repository was successfully creating, running a docker push to push the image to the google artifact registry fails with a permissions error even after granting all artifact permissions to the accounting I am using on gcloud…
Prince_SaaS
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16
votes
4 answers

How to update Python on Vertex AI notebooks?

I am working in notebooks provided in the Workbench section of Vertex AI. I need an updated version of Python, but I only have access to Python 3.7 in these notebooks. I have successfully followed these steps and if I run python3.8 --version in…
zabop
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15
votes
3 answers

Kubeflow vs Vertex AI Pipelines

I was exploring kubeflow pipelines and Vertex AI pipelines. From what I understand, Vertex AI pipelines is a managed version of kubeflow pipelines so one doesn't need to deploy a full fledged kubeflow instance. In that respect, pricing aside, Vertex…
racerX
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10
votes
0 answers

Google Cloud Vertex AI Endpoint deployment is extremely slow

I have built a model using Google Cloud Vertex AI and uploaded to Model Registry. I then try to create an Endpoint with it but I found that it is extremely slow - takes more than 30-40mins. And sometimes it just stick as deploying... Is this normal?…
xcoder
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10
votes
1 answer

Vertex AI Model Batch prediction, issue with referencing existing model and input file on Cloud Storage

I'm struggling to correctly set Vertex AI pipeline which does the following: read data from API and store to GCS and as as input for batch prediction. get an existing model (Video classification on Vertex AI) create Batch prediction job with input…
zdenulo
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9
votes
2 answers

Vertex AI prediction - Autoscaling cannot set minimum node to 0

I am unclear abut Vertex AI pricing for model predictions. In the documentation, under the heading More about automatic scaling of prediction nodes one of the points mentioned is: "If you choose automatic scaling, the number of nodes…
racerX
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6
votes
1 answer

Vertex AI pipelines import custom modules

I'm developing a complex pipeline in Vertex AI using Pipelines and components. I would like to import some custom modules and functions I developed for this use case. Unfortunately, I cannot figure out how to import those custom functions in my code…
Andrea Cola
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6
votes
3 answers

How to call a Google Vertex AI endpoint with an Api Key with c# and curl

from a c# program i want to call my vertex ai endpoint for prediction with an api key (via "Google Cloud"/Credentials/API Keys" )). I gave the api key access to Vertex AI and as a test everything else too. calling it with curl or c# i get the error…
Rüdiger Höfert
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6
votes
2 answers

Google Cloud Vertex AI with Golang: rpc error: code = Unimplemented desc = unexpected HTTP status code received from server: 404 (Not Found)

I have a Vertex AI model deployed on an endpoint and want to do some prediction from my app in Golang. To do this I create code inspired by this example :…
garrym
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6
votes
1 answer

Vertex AI custom container batch prediction

I have created a custom container for prediction and successfully uploaded the model to Vertex AI. I was also able to deploy the model to an endpoint and successfully request predictions from the endpoint. Within the custom container code, I use the…
racerX
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5
votes
0 answers

My AutoML Image classification model has been training for longer than the requested node hours

I am new to VertexAI. I am trying out its AutoML feature for a single label image classification problem. I followed all recommended steps to upload my images (Jpegs with resolution 720 x 1024) and had a manual split of data (Total images 1001 for…
user20436710
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5
votes
1 answer

Is it possible to run Vertex AI Workbench on Spot machines?

I'm trying to save budget on jupyter notebooks on Google Cloud but couldn't find a way to run Vertex AI Workbench (Notebooks) on spot machines. What are my alternatives?
Oren Schwartz
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5
votes
0 answers

Vertex AI Workbench notebooks unresponsive

Having various problems accessing with GCP Vertex AI Workbench managed notebooks. Could really use some suggestions about recovering, and avoiding further failure. The original behavior (two days ago) was After working in the JupyterLab instance…
David Kaufman
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5
votes
3 answers

When can one find logs for Vertex AI Batch Prediction jobs?

I couldn't find relevant information in the Documentation. I have tried all options and links in the batch transform pages.
Sujit Sagar
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