GPU regions and zones availability


This document describes the availability of GPU models by regions and zones.

If you encounter resource availability errors when requesting a GPU, see how to troubleshoot resource availability errors instead.

Before you begin

  • If you haven't already, set up authentication. Authentication is the process by which your identity is verified for access to Google Cloud services and APIs. To run code or samples from a local development environment, you can authenticate to Compute Engine as follows.

    Select the tab for how you plan to use the samples on this page:

    gcloud

    1. Install the Google Cloud CLI, then initialize it by running the following command:

      gcloud init
    2. Set a default region and zone.

    REST

    To use the REST API samples on this page in a local development environment, you use the credentials you provide to the gcloud CLI.

      Install the Google Cloud CLI, then initialize it by running the following command:

      gcloud init

Required roles

The following permissions and roles are required if you are viewing GPU regions and zones by using gcloud CLI or REST.

To get the permissions that you need to view GPU regions and zones availability, ask your administrator to grant you the Compute Viewer (roles/compute.viewer) IAM role on the project. For more information about granting roles, see Manage access.

This predefined role contains the permissions required to view GPU regions and zones availability. To see the exact permissions that are required, expand the Required permissions section:

Required permissions

The following permissions are required to view GPU regions and zones availability:

  • To list GPU regions and zone: compute.acceleratorTypes.list on the project
  • To describe a GPU model: compute.acceleratorTypes.get on the project

You might also be able to get these permissions with custom roles or other predefined roles.

View GPU regions and zones

To review the available regions and zones for GPUs, use one of the following methods:

View using gcloud CLI and REST

To view available GPU regions and zones, you can use gcloud CLI or REST.

gcloud

To view available GPU regions and zones, use the gcloud compute accelerator-types list command.

gcloud compute accelerator-types list \
   --project=PROJECT_ID

Replace PROJECT_ID with your Project ID.

The output returns a list of available GPUs organized by zone. You can then use the gcloud compute accelerator-types describe command to get a description of each GPU model returned.

REST

To view available GPU regions and zones, send a GET request to the acceleratorTypes.aggregatedList method.

GET https://compute.googleapis.com/compute/v1/projects/PROJECT_ID/aggregated/acceleratorTypes

Replace PROJECT_ID with your Project ID.

The output returns a list of available GPUs and a description of each GPU model, organized by zone.

View using a sortable table

You can search either by location or GPU model, or a combination of both.

Zones Location GPU platforms NVIDIA RTX Virtual Workstations (vWS)
africa-south1-a
africa-south1-b
africa-south1-c
Johannesburg, South Africa
asia-east1-a Changhua County, Taiwan, APAC L4, T4, P100, K80 L4, T4, P100
asia-east1-b Changhua County, Taiwan, APAC L4, K80 L4
asia-east1-c Changhua County, Taiwan, APAC L4, T4, V100, P100 L4, T4, P100
asia-east2-a Hong Kong, APAC T4 T4
asia-east2-b Hong Kong, APAC
asia-east2-c Hong Kong, APAC T4 T4
asia-northeast1-a Tokyo, Japan, APAC A100 40GB, L4, T4 L4, T4
asia-northeast1-b Tokyo, Japan, APAC
asia-northeast1-c Tokyo, Japan, APAC A100 40GB, L4, T4 L4, T4
asia-northeast2-a
asia-northeast2-b
asia-northeast2-c
Osaka, Japan, APAC
asia-northeast3-a Seoul, South Korea, APAC A100 40GB, L4 L4
asia-northeast3-b Seoul, South Korea, APAC A100 40GB, L4, T4 L4, T4
asia-northeast3-c Seoul, South Korea, APAC T4 T4
asia-south1-a Mumbai, India, APAC L4, T4 L4, T4
asia-south1-b Mumbai, India, APAC L4, T4 L4, T4
asia-south1-c Mumbai, India, APAC
asia-southeast1-a Jurong West, Singapore, APAC L4, T4 L4, T4
asia-southeast1-b Jurong West, Singapore, APAC H100 80GB, A100 40GB, L4, T4, P4 L4, T4, P4
asia-southeast1-c Jurong West, Singapore, APAC H100 80GB, A100 80GB, A100 40GB, L4, T4, P4 L4, T4, P4
asia-southeast2-a
asia-southeast2-b
Jakarta, Indonesia, APAC T4 T4
asia-southeast2-c Jakarta, Indonesia, APAC
australia-southeast1-a Sydney, Australia, APAC T4, P4 T4, P4
australia-southeast1-b Sydney, Australia, APAC P4 P4
australia-southeast1-c Sydney, Australia, APAC T4, P100 T4, P100
europe-north1-a
europe-north1-b
europe-north1-c
Hamina, Finland, Europe
europe-central2-a Warsaw, Poland, Europe
europe-central2-b
europe-central2-c
Warsaw, Poland, Europe T4 T4
europe-west1-b St. Ghislain, Belgium, Europe L4, T4, P100, K80 L4, T4, P100
europe-west1-c St. Ghislain, Belgium, Europe L4, T4 L4, T4
europe-west1-d St. Ghislain, Belgium, Europe P100, K80, T4 P100, T4
europe-west2-a
europe-west2-b
London, England, Europe L4, T4 L4, T4
europe-west2-c London, England, Europe
europe-west3-a Frankfurt, Germany, Europe
europe-west3-b Frankfurt, Germany, Europe L4, T4 L4, T4
europe-west3-c Frankfurt, Germany, Europe
europe-west4-a Eemshaven, Netherlands, Europe A100 80GB, A100 40GB, L4, T4, V100, P100 L4, T4, P100
europe-west4-b Eemshaven, Netherlands, Europe H100 80GB, A100 40GB, L4, T4, P4, V100 L4, T4, P4
europe-west4-c Eemshaven, Netherlands, Europe H100 80GB, L4, T4, P4, V100 L4, T4, P4
europe-west6-a Zurich, Switzerland, Europe
europe-west6-b Zurich, Switzerland, Europe L4 L4
europe-west6-c Zurich, Switzerland, Europe
europe-west8-a
europe-west8-b
europe-west8-c
Milan, Italy, Europe
europe-west9-a
europe-west9-b
europe-west9-c
Paris, France, Europe
europe-west10-a
europe-west10-b
europe-west10-c
Berlin, Germany, Europe
europe-west12-a
europe-west12-b
europe-west12-c
Turin, Italy, Europe
europe-southwest1-a
europe-southwest1-b
europe-southwest1-c
Madrid, Spain, Europe
me-central1-a
me-central1-b
me-central1-c
Doha, Qatar, Middle East
me-central2-a
me-central2-b
me-central2-c
Dammam, Saudi Arabia, Middle East
me-west1-a Tel Aviv, Israel, Middle East
me-west1-b Tel Aviv, Israel, Middle East A100 40GB, T4 T4
me-west1-c Tel Aviv, Israel, Middle East A100 40GB, T4 T4
northamerica-northeast1-a Montréal, Québec, North America P4 P4
northamerica-northeast1-b Montréal, Québec, North America P4 P4
northamerica-northeast1-c Montréal, Québec, North America T4, P4 T4, P4
southamerica-east1-a Osasco, São Paulo, Brazil, South America T4 T4
southamerica-east1-b Osasco, São Paulo, Brazil, South America
southamerica-east1-c Osasco, São Paulo, Brazil, South America T4 T4
us-central1-a Council Bluffs, Iowa, North America H100 80GB, A100 80GB, A100 40GB, L4, T4, P4, V100, K80 L4, T4, P4
us-central1-b Council Bluffs, Iowa, North America A100 40GB, L4, T4, V100 L4, T4
us-central1-c Council Bluffs, Iowa, North America H100 80GB, A100 80GB, A100 40GB, L4, T4, P4, V100, P100, K80 L4, T4, P4, P100
us-central1-f Council Bluffs, Iowa, North America A100 40GB, T4, V100, P100 T4, P100
us-east1-b Moncks Corner, South Carolina, North America A100 40GB, L4, P100 L4, P100
us-east1-c Moncks Corner, South Carolina, North America L4, T4, V100, P100, K80 L4, T4, P100
us-east1-d Moncks Corner, South Carolina, North America L4, T4, K80 L4, T4
us-east4-a Ashburn, Virginia, North America H100 80GB, L4, T4, P4 L4, T4, P4
us-east4-b Ashburn, Virginia, North America T4, P4 T4, P4
us-east4-c Ashburn, Virginia, North America H100 80GB, A100 80GB, L4, T4, P4 L4, T4, P4
us-east5-a Columbus, Ohio, North America H100 80GB
us-east5-b Columbus, Ohio, North America A100 80GB
us-east5-c Columbus, Ohio, North America
us-west1-a The Dalles, Oregon, North America L4, T4, V100, P100 L4, T4
us-west1-b The Dalles, Oregon, North America A100 40GB, L4, T4, V100, P100, K80 L4, T4, P100
us-west1-c The Dalles, Oregon, North America L4 L4
us-west2-a Los Angeles, California, North America
us-west2-b
us-west2-c
Los Angeles, California, North America P4, T4 P4, T4
us-west3-a Salt Lake City, Utah, North America
us-west3-b Salt Lake City, Utah, North America A100 40GB, T4
us-west3-c Salt Lake City, Utah, North America
us-west4-a Las Vegas, Nevada, North America L4, T4 L4, T4
us-west4-b Las Vegas, Nevada, North America A100 40GB, T4 T4
us-west4-c Las Vegas, Nevada, North America L4 L4
us-south1-a
us-south1-b
us-south1-c
Dallas, Texas, North America

Limitations

For A100 40GB GPUs, the a2-megagpu-16g machine type is only available in the following regions and zones:

  • Iowa, North America: us-central1-a,b,c,f
  • Netherlands, Europe: europe-west4-a,b
  • Singapore, APAC: asia-southeast1-c

Local SSD availability by GPU regions and zones

Local SSD disks are available as follows for each GPU type:

  • NVIDIA H100 80GB: Local SSD disks are supported in all the available H100 80GB regions and zones.
  • NVIDIA L4: Local SSD disks are supported in all the available L4 regions and zones.

  • NVIDIA A100 80GB: Local SSD disks are bundled with the machine series in all available A100 80GB regions and zones.

  • NVIDIA A100 40GB: Local SSD disks are supported in all the available A100 40GB regions and zones.

  • NVIDIA T4: Local SSD disks are supported in all the available T4 regions and zones.

  • NVIDIA V100: Local SSD disks are supported in most of the available V100 regions and zones with the exception of the following:

    • us-east1-c
  • NVIDIA P100: Local SSD disks are supported in all the available P100 regions and zones.

  • NVIDIA P4: Local SSD disks are only supported in zones us-central1-c and northamerica-northeast1-b.

  • NVIDIA K80: Local SSD disks are supported in all the available K80 regions and zones.

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