Managed online endpoints SKU list

This table shows the VM SKUs that are supported for Azure Machine Learning managed online endpoints.

  • The instance_type attribute 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.


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 DS1 v2
DS2 v2
F2s v2 E2s v3 NC4as_T4_v3
Small DS3 v2 F4s v2 E4s v3 NC6s v2
NC6s v3
Medium DS4 v2 F8s v2 E8s v3 NC12s v2
NC12s v3
Large DS5 v2 F16s v2 E16s v3 NC24s v2
NC24s v3
X-Large - F32s v2
F48s v2
F64s v2
F72s v2
E32s v3
E48s v3
E64s v3