Merge branch 'main' of https://github.com/MicrosoftDocs/azure-docs-pr into heidist-java

Author: HeidiSteen

articles/azure-vmware/includes/azure-vmware-solution-networking-description.md

@@ -3,7 +3,8 @@ title: Azure VMware Solution networking and connectivity
 description: Azure VMware Solution networking and connectivity description.
 ms.topic: include
 ms.service: azure-vmware
-ms.date: 10/07/2022
+ms.custom: engagement-fy23
+ms.date: 10/25/2022
 author: suzizuber
 ms.author: v-szuber
 ---

articles/azure-vmware/move-azure-vmware-solution-across-regions.md

@@ -1,7 +1,7 @@
 ---
 title: Move Azure VMware Solution resources across regions
 description: This article describes how to move Azure VMware Solution resources from one Azure region to another.  
-ms.custom: subject-moving-resources
+ms.custom: "subject-moving-resources, engagement-fy23"
 ms.topic: how-to
 ms.service: azure-vmware
 ms.date: 04/11/2022

articles/machine-learning/how-to-use-batch-endpoint.md

@@ -90,9 +90,9 @@ A batch endpoint is an HTTPS endpoint that clients can call to trigger a batch s
 > [!TIP]
 > One of the batch deployments will serve as the default deployment for the endpoint. The default deployment will be used to do the actual batch scoring when the endpoint is invoked. Learn more about [batch endpoints and batch deployment](concept-endpoints.md#what-are-batch-endpoints).
 
-The following YAML file defines a batch endpoint, which you can include in the CLI command for [batch endpoint creation](#create-a-batch-endpoint). In the repository, this file is located at `/cli/endpoints/batch/batch-endpoint.yml`.
+The following YAML file defines a batch endpoint, which you can include in the CLI command for [batch endpoint creation](#create-a-batch-endpoint). In the repository, this file is located at `/cli/endpoints/batch/mnist-endpoint.yml`.
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/batch-endpoint.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-endpoint.yml":::
 
 The following table describes the key properties of the endpoint YAML. For the full batch endpoint YAML schema, see [CLI (v2) batch endpoint YAML schema](./reference-yaml-endpoint-batch.md).
 
@@ -111,9 +111,9 @@ To create a batch deployment, you need all the following items:
 
 For more information about how to reference an Azure ML entity, see [Referencing an Azure ML entity](reference-yaml-core-syntax.md#referencing-an-azure-ml-entity).
 
-The example repository contains all the required files. The following YAML file defines a batch deployment with all the required inputs and optional settings. You can include this file in your CLI command to [create your batch deployment](#create-a-batch-deployment). In the repository, this file is located at `/cli/endpoints/batch/nonmlflow-deployment.yml`.
+The example repository contains all the required files. The following YAML file defines a batch deployment with all the required inputs and optional settings. You can include this file in your CLI command to [create your batch deployment](#create-a-batch-deployment). In the repository, this file is located at `/cli/endpoints/batch/mnist-torch-deployment.yml`.
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/nonmlflow-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-torch-deployment.yml":::
 
 For the full batch deployment YAML schema, see [CLI (v2) batch deployment YAML schema](./reference-yaml-deployment-batch.md).
 
@@ -281,9 +281,9 @@ Notice that `--set-default` isn't used. If you `show` the batch endpoint again,
 
 The example uses a model (`/cli/endpoints/batch/autolog_nyc_taxi`) trained and tracked with MLflow. `scoring_script` and `environment` can be auto generated using model's metadata, no need to specify in the YAML file. For more about MLflow, see [Train and track ML models with MLflow and Azure Machine Learning](how-to-use-mlflow.md).
 
-Below is the YAML file the example uses to deploy an MLflow model, which only contains the minimum required properties. The source file in repository is `/cli/endpoints/batch/mlflow-deployment.yml`.
+Below is the YAML file the example uses to deploy an MLflow model, which only contains the minimum required properties. The source file in repository is `/cli/endpoints/batch/nyc-taxi-mlflow-deployment.yml`.
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mlflow-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/nyc-taxi-mlflow-deployment.yml":::
 
 > [!NOTE]
 > `scoring_script` and `environment` auto generation only supports Python Function model flavor and column-based model signature.

articles/machine-learning/reference-yaml-deployment-batch.md

@@ -60,11 +60,11 @@ Examples are available in the [examples GitHub repository](https://github.com/Az
 
 ## YAML: basic (MLflow)
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mlflow-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/nyc-taxi-mlflow-deployment.yml":::
 
 ## YAML: custom model and scoring code
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/nonmlflow-deployment.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-torch-deployment.yml":::
 
 ## Next steps
 

articles/machine-learning/reference-yaml-endpoint-batch.md

@@ -45,7 +45,7 @@ Examples are available in the [examples GitHub repository](https://github.com/Az
 
 ## YAML: basic
 
-:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/batch-endpoint.yml":::
+:::code language="yaml" source="~/azureml-examples-main/cli/endpoints/batch/mnist-endpoint.yml":::
 
 ## Next steps
 

articles/virtual-machines/dasv5-dadsv5-series.md

@@ -79,7 +79,7 @@ Dadsv5-series virtual machines support Standard SSD, Standard HDD, and Premium S
 | Standard_D64ads_v5 | 64 | 256 | 2400 | 32 | 300000 / 4000 | 80000/1200 | 80000/2000 | 8 | 32000 |
 | Standard_D96ads_v5 | 96 | 384 | 3600 | 32 | 450000 / 4000 | 80000/1600 | 80000/2000 | 8 | 40000 |
 
-* These IOPs values can be achieved by using Gen2 VMs.<br>
+<sup>*</sup> These IOPs values can be achieved by using Gen2 VMs.<br>
 <sup>1</sup> Dadsv5-series VMs can [burst](disk-bursting.md) their disk performance and get up to their bursting max for up to 30 minutes at a time.
 
 

articles/virtual-machines/ddv5-ddsv5-series.md

@@ -28,14 +28,14 @@ Ddv5-series virtual machines support Standard SSD and Standard HDD disk types. T
 [Live Migration](maintenance-and-updates.md): Supported<br>
 [Memory Preserving Updates](maintenance-and-updates.md): Supported<br>
 [VM Generation Support](generation-2.md): Generation 1 and 2<br>
-[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md): Required <br>
+[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md)<sup>1</sup>: Required <br>
 [Ephemeral OS Disks](ephemeral-os-disks.md): Supported <br>
 [Nested Virtualization](/virtualization/hyper-v-on-windows/user-guide/nested-virtualization): Supported <br>
 <br> 
 
 | Size | vCPU | Memory: GiB | Temp storage (SSD) GiB | Max data disks | Max temp storage throughput: IOPS/MBps<sup>*</sup> | Max NICs|Max network bandwidth (Mbps) |
 |---|---|---|---|---|---|---|---|
-| Standard_D2d_v5<sup>1,2</sup> | 2  | 8   | 75   | 4  | 9000/125    | 2 | 12500 |
+| Standard_D2d_v5 | 2  | 8   | 75   | 4  | 9000/125    | 2 | 12500 |
 | Standard_D4d_v5               | 4  | 16  | 150  | 8  | 19000/250   | 2 | 12500 |
 | Standard_D8d_v5               | 8  | 32  | 300  | 16 | 38000/500   | 4 | 12500 |
 | Standard_D16d_v5              | 16 | 64  | 600  | 32 | 75000/1000  | 8 | 12500 |
@@ -46,7 +46,6 @@ Ddv5-series virtual machines support Standard SSD and Standard HDD disk types. T
 
 <sup>*</sup> These IOPs values can be guaranteed by using [Gen2 VMs](generation-2.md)<br>
 <sup>1</sup> Accelerated networking is required and turned on by default on all Ddv5 virtual machines.<br>
-<sup>2</sup> Accelerated networking can be applied to two NICs.
 
 ## Ddsv5-series
 
@@ -59,15 +58,15 @@ Ddsv5-series virtual machines support Standard SSD, Standard HDD, and Premium SS
 [Live Migration](maintenance-and-updates.md): Supported<br>
 [Memory Preserving Updates](maintenance-and-updates.md): Supported<br>
 [VM Generation Support](generation-2.md): Generation 1 and 2<br>
-[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md): Required <br>
+[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md)<sup>1</sup>: Required <br>
 [Ephemeral OS Disks](ephemeral-os-disks.md): Supported <br>
 [Nested Virtualization](/virtualization/hyper-v-on-windows/user-guide/nested-virtualization): Supported <br>
 <br> 
 
 
 | Size | vCPU | Memory: GiB | Temp storage (SSD) GiB | Max data disks | Max temp storage throughput: IOPS/MBps<sup>*</sup> | Max uncached disk throughput: IOPS/MBps | Max burst uncached disk throughput: IOPS/MBps<sup>3</sup> | Max NICs | Max network bandwidth (Mbps) |
 |---|---|---|---|---|---|---|---|---|---|
-| Standard_D2ds_v5<sup>1,2</sup> | 2  | 8   | 75   | 4  | 9000/125    | 3750/85     | 10000/1200 | 2 | 12500 |
+| Standard_D2ds_v5 | 2  | 8   | 75   | 4  | 9000/125    | 3750/85     | 10000/1200 | 2 | 12500 |
 | Standard_D4ds_v5               | 4  | 16  | 150  | 8  | 19000/250   | 6400/145    | 20000/1200 | 2 | 12500 |
 | Standard_D8ds_v5               | 8  | 32  | 300  | 16 | 38000/500   | 12800/290   | 20000/1200 | 4 | 12500 |
 | Standard_D16ds_v5              | 16 | 64  | 600  | 32 | 75000/1000  | 25600/600   | 40000/1200 | 8 | 12500 |
@@ -78,8 +77,7 @@ Ddsv5-series virtual machines support Standard SSD, Standard HDD, and Premium SS
 
 <sup>*</sup> These IOPs values can be guaranteed by using [Gen2 VMs](generation-2.md)<br>
 <sup>1</sup> Accelerated networking is required and turned on by default on all Ddsv5 virtual machines.<br>
-<sup>2</sup> Accelerated networking can be applied to two NICs.<br>
-<sup>3</sup> Ddsv5-series virtual machines can [burst](disk-bursting.md) their disk performance and get up to their bursting max for up to 30 minutes at a time.
+<sup>2</sup> Ddsv5-series virtual machines can [burst](disk-bursting.md) their disk performance and get up to their bursting max for up to 30 minutes at a time.
 
 [!INCLUDE [virtual-machines-common-sizes-table-defs](../../includes/virtual-machines-common-sizes-table-defs.md)]
 

articles/virtual-machines/disks-cross-tenant-customer-managed-keys.md

@@ -4,7 +4,7 @@ description: Learn how to use customer-managed keys with your Azure disks in dif
 author: roygara
 ms.service: storage
 ms.topic: how-to
-ms.date: 10/04/2022
+ms.date: 10/26/2022
 ms.author: rogarana
 ms.subservice: disks
 ---
@@ -37,7 +37,7 @@ If you have questions about cross-tenant customer-managed keys with managed disk
 
 ## Limitations
 
-- Currently this feature is only available in the North Central US, West Central US, West US, East US 2, and North Europe regions.
+- Currently this feature is only available in the Central US, North Central US, West US, West Central US, East US, East US 2, and North Europe regions.
 - Managed Disks and the customer's Key Vault must be in the same Azure region, but they can be in different subscriptions.
 - This feature doesn't support Ultra Disks or Azure Premium SSD v2 managed disks.
 

articles/virtual-machines/dv5-dsv5-series.md

@@ -29,14 +29,14 @@ Dv5-series virtual machines do not have any temporary storage thus lowering the
 [Live Migration](maintenance-and-updates.md): Supported<br>
 [Memory Preserving Updates](maintenance-and-updates.md): Supported<br>
 [VM Generation Support](generation-2.md): Generation 1 and 2<br>
-[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md): Required <br>
+[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md)<sup>1</sup>: Required <br>
 [Ephemeral OS Disks](ephemeral-os-disks.md): Not Supported <br>
 [Nested Virtualization](/virtualization/hyper-v-on-windows/user-guide/nested-virtualization): Supported <br>
 <br>
 
 | Size | vCPU | Memory: GiB | Temp storage (SSD) GiB | Max data disks | Max NICs|Max network bandwidth (Mbps) |
 |---|---|---|---|---|---|---|
-| Standard_D2_v5<sup>1, 2</sup> | 2  | 8   | Remote Storage Only | 4  | 2 | 12500 |
+| Standard_D2_v5 | 2  | 8   | Remote Storage Only | 4  | 2 | 12500 |
 | Standard_D4_v5                | 4  | 16  | Remote Storage Only | 8  | 2 | 12500 |
 | Standard_D8_v5                | 8  | 32  | Remote Storage Only | 16 | 4 | 12500 |
 | Standard_D16_v5               | 16 | 64  | Remote Storage Only | 32 | 8 | 12500 |
@@ -46,7 +46,6 @@ Dv5-series virtual machines do not have any temporary storage thus lowering the
 | Standard_D96_v5               | 96 | 384 | Remote Storage Only | 32 | 8 | 35000 |
 
 <sup>1</sup> Accelerated networking is required and turned on by default on all Dv5 virtual machines.<br>
-<sup>2</sup> Accelerated networking can be applied to two NICs.
 
 ## Dsv5-series
 
@@ -59,14 +58,14 @@ Dsv5-series virtual machines do not have any temporary storage thus lowering the
 [Live Migration](maintenance-and-updates.md): Supported<br>
 [Memory Preserving Updates](maintenance-and-updates.md): Supported<br>
 [VM Generation Support](generation-2.md): Generation 1 and 2<br>
-[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md): Required <br>
+[Accelerated Networking](../virtual-network/create-vm-accelerated-networking-cli.md)<sup>1</sup>: Required <br>
 [Ephemeral OS Disks](ephemeral-os-disks.md): Not Supported <br>
 [Nested Virtualization](/virtualization/hyper-v-on-windows/user-guide/nested-virtualization): Supported <br>
 <br>
 
-| Size | vCPU | Memory: GiB | Temp storage (SSD) GiB | Max data disks | Max uncached disk throughput: IOPS/MBps | Max burst uncached disk throughput: IOPS/MBps<sup>3</sup> | Max NICs | Max network bandwidth (Mbps) |
+| Size | vCPU | Memory: GiB | Temp storage (SSD) GiB | Max data disks | Max uncached disk throughput: IOPS/MBps | Max burst uncached disk throughput: IOPS/MBps<sup>2</sup> | Max NICs | Max network bandwidth (Mbps) |
 |---|---|---|---|---|---|---|---|---|
-| Standard_D2s_v5<sup>1,2</sup> | 2  | 8   | Remote Storage Only | 4  | 3750/85    | 10000/1200 | 2 | 12500 |
+| Standard_D2s_v5 | 2  | 8   | Remote Storage Only | 4  | 3750/85    | 10000/1200 | 2 | 12500 |
 | Standard_D4s_v5               | 4  | 16  | Remote Storage Only | 8  | 6400/145   | 20000/1200 | 2 | 12500 |
 | Standard_D8s_v5               | 8  | 32  | Remote Storage Only | 16 | 12800/290  | 20000/1200 | 4 | 12500 |
 | Standard_D16s_v5              | 16 | 64  | Remote Storage Only | 32 | 25600/600  | 40000/1200 | 8 | 12500 |
@@ -76,8 +75,7 @@ Dsv5-series virtual machines do not have any temporary storage thus lowering the
 | Standard_D96s_v5              | 96 | 384 | Remote Storage Only | 32 | 80000/2600 | 80000/4000 | 8 | 35000 |
 
 <sup>1</sup> Accelerated networking is required and turned on by default on all Dsv5 virtual machines.<br>
-<sup>2</sup> Accelerated networking can be applied to two NICs.<br>
-<sup>3</sup> Dsv5-series virtual machines can [burst](disk-bursting.md) their disk performance and get up to their bursting max for up to 30 minutes at a time.
+<sup>2</sup> Dsv5-series virtual machines can [burst](disk-bursting.md) their disk performance and get up to their bursting max for up to 30 minutes at a time.
 
 [!INCLUDE [virtual-machines-common-sizes-table-defs](../../includes/virtual-machines-common-sizes-table-defs.md)]
 

articles/virtual-machines/ebdsv5-ebsv5-series.md

@@ -28,8 +28,7 @@ The Ebdsv5 and Ebsv5 series run on the Intel® Xeon® Platinum 8370C (Ice Lake)
 
 > [!IMPORTANT]
 > - Accelerated networking is required and turned on by default on all Ebsv5 and Ebdsv5 VMs. 
-> - Accelerated networking can be applied to two NICs. 
->-  Ebsv5 and Ebdsv5-series VMs can [burst their disk performance](disk-bursting.md) and get up to their bursting max for up to 30 minutes at a time.
+> - Ebsv5 and Ebdsv5-series VMs can [burst their disk performance](disk-bursting.md) and get up to their bursting max for up to 30 minutes at a time.
 
 ## Ebdsv5 series