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articles/machine-learning/migrate-to-v2-managed-online-endpoints.md

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@@ -25,9 +25,9 @@ You can deploy directly to the new compute target with your previous models and
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> [!IMPORTANT]
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> **The scoring URL will be changed after upgrade**. For example, the scoring url for ACI web service is like `http://aaaaaa-bbbbb-1111.westus.azurecontainer.io/score`. The scoring URI for a managed online endpoint is like `https://endpoint-name.westus.inference.ml.azure.com/score`.
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## Supported Scenarios and Differences
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## Supported scenarios and differences
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### Auth Mode
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### Auth mode
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No auth isn't supported for managed online endpoint. If you use the upgrade scripts, it will convert it to key auth.
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For key auth, the original keys will be used. Token-based auth is also supported.
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Custom DNS name **isn't** supported.
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### Resource Requirements
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### Resource requirements
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[ContainerResourceRequirements](/python/api/azureml-core/azureml.core.webservice.aci.containerresourcerequirements) isn't supported, you can choose the proper [SKU](reference-managed-online-endpoints-vm-sku-list.md) for your inferencing.
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The upgrade tool will map the CPU/Memory requirement to corresponding SKU. If you choose to redeploy manually through CLI/SDK V2, we also suggest the corresponding SKU for your new deployment.
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> [!IMPORTANT]
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> When upgrading from ACI, there will be some changes in how you'll be charged. See [our blog](https://aka.ms/acimoemigration) for a rough cost comparison to help you choose the right VM SKUs for your workload.
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### Network Isolation
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### Network isolation
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For private workspace and VNet scenarios, see [Use network isolation with managed online endpoints (preview)](how-to-secure-online-endpoint.md?tabs=model).
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> [!IMPORTANT]
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+ [EncryptionProperties](/python/api/azureml-core/azureml.core.webservice.aci.encryptionproperties) for ACI container isn't supported.
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+ ACI web services deployed through deploy_from_model and deploy_from_image isn't supported by the upgrade tool. Redeploy manually through CLI/SDK V2.
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## Upgrade Steps
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## Upgrade steps
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### With our [CLI](how-to-deploy-managed-online-endpoints.md) or [SDK preview](how-to-deploy-managed-online-endpoint-sdk-v2.md)
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Redeploy manually with your model files and environment definition.

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