| title | titleSuffix | description | services | ms.service | ms.subservice | ms.topic | ms.reviewer | ms.author | author | ms.custom | ms.date |
|---|---|---|---|---|---|---|---|---|---|---|---|
Managed online endpoints VM SKU list |
Azure Machine Learning |
Lists the VM SKUs that can be used for managed online endpoints in Azure Machine Learning. |
machine-learning |
machine-learning |
core |
reference |
larryfr |
sehan |
dem108 |
devplatv2, event-tier1-build-2022 |
06/02/2022 |
This table shows the VM SKUs that are supported for Azure Machine Learning managed online endpoints.
-
The
instance_typeattribute used for deployment must be specified in the form "Standard_F4s_v2". The table below lists instance names, for example, F2s v2. These names should be put in the specified form (Standard_{name}) for Azure CLI or Azure Resource Manager templates (ARM templates) requests to create and update deployments. -
For more information on configuration details such as CPU and RAM, see Azure Machine Learning Pricing.
Important
If you use a Windows-based image for your deployment, we recommend using a VM SKU that provides a minimum of 4 cores.
| Size | General Purpose | Compute Optimized | Memory Optimized | GPU |
| --- | --- | --- | --- | --- | --- |
| V.Small | DS2 v2 | F2s v2 | E2s v3 | NC4as_T4_v3 |
| Small | DS3 v2 | F4s v2 | E4s v3 | NC6s v2
NC6s v3
NC8as_T4_v3 |
| Medium | DS4 v2 | F8s v2 | E8s v3 | NC12s v2
NC12s v3
NC16as_T4_v3 |
| Large | DS5 v2 | F16s v2 | E16s v3 | NC24s v2
NC24s v3
NC64as_T4_v3 |
| X-Large| - | F32s v2
F48s v2
F64s v2
F72s v2 | E32s v3
E48s v3
E64s v3 | - |