Managed online endpoints SKU list
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 |
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