aml-deploy
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Azure
GitHub Action that allows you to deploy machine learning models in Azure Machine Learning.
when i tried running this code i got this error, kindly assist on it import json input_payload = json.dumps({ 'data': [[34.927778, 0.24, 7.3899, 83, 16.1000, 1016.51, 1]], 'method': 'predict' #...
Hi, I have a registered model that I want to deploy, but when trying to load it with: in score.py: ``` import tensorflow.keras.models import load_model model_path = os.path.join(os.getenv("AZUREML_MODEL_DIR"), "outputs", "best_model")...
az ml model deploy [--namespace] with the required information but the namespace doesn't get reflected in the url of the deployed endpoint in aks
Hi , AML supports "controlled rollout" to AKS - https://docs.microsoft.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service#deploy-models-to-aks-using-controlled-rollout-preview. In summary, this feature allows, multiple versions of model to be deployed on same AKS cluster. Each version of the...
is user gives service name as which does not confirm to Azure restrictions for naming. Should we make the whole name as lowercase? ##[error]Model deployment failed with exception: WebserviceException: Message:...
the docker image creation option is available but once image is created and pushed into the container registry, if you try to deploy the image, it does not work, reason...
this links to this issue https://github.com/github/ms-ecosystem/issues/85
while deploying a model to AKS using aml-deploy action if the compute target cluster is not found in the workspace it then switches to ACI deployment for the model.
This is in relation to #6 & #8 With the creation of an image into the AML Workspace related ACR, multiple Repos per image per aml-deploy call will be created....
The user must be able to pass a list for the following input values: - model_name - model_version This is required to deploy multiple models to one container.
