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.

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 DS1 v2
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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