search

flopach / digits-recognizer-kubeflow

Sample MLOps Workflow: Recognizing Digits with Kubeflow
MIT License
143 stars 95 forks source link

inference service runtime problem #9

Open M-Artemisia opened 5 months ago

M-Artemisia commented 5 months ago

Hi, I tried to execute this sample on a local k8s. The KFP version on my cluster is more than 2.0, so I have updated the digit-recognizer code to be compatible with kfp-sdk-v2.

After applying the changes and running the code on kubeflow, all of the pipeline steps are done successfully. But the problem is the created digit-recognizer inference-service on Kubernetes returns an Internal Error complaining about:

Any idea about this issue?

Thanks in advance,

M-Artemisia commented 5 months ago

Hi, I tried to execute this sample on a local k8s. The KFP version on my cluster is more than 2.0, so I have updated the digit-recognizer code to be compatible with kfp-sdk-v2.

After applying the changes and running the code on kubeflow, all of the pipeline steps are done successfully. But the problem is the created digit-recognizer inference-service on Kubernetes returns an Internal Error complaining about:

  • No runtime found to support predictor with model type: {tensorflow <nil>}

Any idea about this issue?

Thanks in advance,

Resolved! Nothing was wrong with the pipeline. There was an issue with the ClusterRuntimes on the k8s.