NVIDIA AI Enterprise Product Support Matrix
Support information for all users of NVIDIA AI Enterprise.
Driver package: NVIDIA AI Enterprise5.0 Validated partner integrations:
- Run: AI: 2.5
- Domino Data Lab
Details of NVIDIA AI Enterprise support on various hypervisors and bare-metal operating systems are provided in the following sections:
- Amazon Web Services (AWS) Nitro Support
- Azure Kubernetes Service (AKS) Support
- Google Cloud Platform (GCP) KVM Support
- Linux with KVM Support
- Red Hat Enterprise Linux Support
- Red Hat OpenShift Support
- SUSE Linux Enterprise Server Support
- Ubuntu Support
- VMware vSphere Support
Amazon Web Services (AWS) Nitro Support
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
Amazon Web Services (AWS) Nitro |
|
containerd |
Amazon Elastic Kubernetes Service (EKS) |
Azure Kubernetes Service (AKS) Support
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
Azure Hypervisor |
|
containerd |
Azure Kubernetes Service (AKS) |
Google Cloud Platform (GCP) KVM Support
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
Google Cloud Platform (GCP) KVM |
|
containerd |
Google Kubernetes Engine (GKE) |
Linux with KVM Support
NVIDIA AI Enterprise is supported on Linux with KVM platforms only by specific hypervisor software vendors. For information about which NVIDIA AI Enterprise releases and hypervisor software releases are supported, consult the documentation from your hypervisor vendor.| Hypervisor Vendor | Platform | Additional Information |
|---|---|---|
| Nutanix | AHV | Obtain the NVIDIA Virtual GPU Manager software directly from Nutanix through the My Nutanix portal (My Nutanix account required).
Then follow the instructions on the My Nutanix portal to obtain the correct NVIDIA AI Enterprise graphics drivers from the NVIDIA Licensing Portal. |
| Red Hat | OpenStack Platform | Product Documentation for Red Hat OpenStack Platform |
Red Hat Enterprise Linux Support
The NVIDIA GPUs listed in the table support NVIDIA AI Enterprise only with NVIDIA AI Enterprise compatible servers.
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
|
|
|
CRI-O |
|
|
Podman |
N/A |
|||
|
N/A | N/A | |||
|
|
|
N/A |
Podman |
N/A |
| Red Hat Enterprise Linux 8.9, 8.8, 8.6 |
|
N/A |
containerd | HPE Ezmeral Runtime Enterprise 5.5 | |
| CRI-O | Upstream Kubernetes 1.22 through 1.29 |
Red Hat OpenShift Support
NVIDIA AI Enterprise supports every patch release for the listed Red Hat OpenShift release provided that Red Hat also supports it. When a release or patch release is no longer supported by Red Hat, it is no longer supported by NVIDIA AI Enterprise.
The NVIDIA GPUs listed in the table support NVIDIA AI Enterprise only with NVIDIA AI Enterprise compatible servers.
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
|
|
N/A |
CRI-O |
|
SUSE Linux Enterprise Server Support
The NVIDIA GPUs listed in the table support NVIDIA AI Enterprise only with NVIDIA AI Enterprise compatible servers.
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
|
|
N/A |
Docker | N/A |
Ubuntu Support
The NVIDIA GPUs listed in the table support NVIDIA AI Enterprise only with NVIDIA AI Enterprise compatible servers.
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
|
|
|
containerd |
|
| Docker | N/A | ||||
|
|
|
N/A |
containerd |
|
| CRI-O | Upstream Kubernetes 1.22 through 1.29 | ||||
| Docker | N/A |
VMware vSphere Support
The NVIDIA GPUs listed in the table support NVIDIA AI Enterprise only with NVIDIA AI Enterprise compatible servers.
| GPU | Hypervisor or Bare-Metal OS | GPU Deployment | Guest OS Support | Container Engine | Container Orchestration Platform |
|---|---|---|---|---|---|
|
|
|
|
containerd |
|
|
Docker | N/A | |||
|
CRI-O |
|
|||
|
Podman |
N/A |
|||
| Red Hat Enterprise Linux 8.9, 8.8, 8.6 | containerd | HPE Ezmeral Runtime Enterprise 5.5 | |||
|
Upstream Kubernetes 1.22 through 1.29 | ||||
|
N/A | N/A |
NVIDIA RAPIDS Accelerator for Apache Spark is a software component of NVIDIA AI Enterprise. It uses NVIDIA GPUs to accelerate Spark data frame workloads transparently, that is, without code changes.
NVIDIA AI Enterprise supports RAPIDS Accelerator for Apache Spark on the following platforms:
- Google Cloud Dataproc
- Databricks on the following cloud services:
- Amazon Web Services (AWS)
- Microsoft Azure
- Amazon EMR (formerly "Amazon Elastic MapReduce")
NVIDIA AI Enterprise is supported on several cloud services with bring-your-own-license (BYOL) licensing. Pay-as-you-go licensing is also available with some cloud services.
- Alibaba
- Amazon Web Services Elastic Compute Cloud (AWS EC2)
- Google Cloud Platform (GCP)
- Microsoft Azure
- Oracle Cloud Infrastructure
- Tencent Cloud
- Volcano Engine
3.1. Alibaba
| GPU | Supported Alibaba Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA V100 | gn6e gn6v |
Upstream Kubernetes |
|
| NVIDIA A10 | gn7e gn7i |
3.2. Amazon Web Services Elastic Compute Cloud (AWS EC2)
Pay-as-you-go licensing is also available for all supported AWS EC2 instances.
| GPU | Supported AWS EC2 Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA T4 | All G4 series instances |
Amazon Elastic Kubernetes Service (EKS) Red Hat OpenShift Upstream Kubernetes |
Red Hat Enterprise Linux 8.9, 8.8, 8.6 Red Hat Enterprise Linux 7.9 Red Hat OpenShift 4.12 through 4.15 using Red Hat Linux CoreOS (RHCOS) Ubuntu 22.04 Ubuntu 20.04 |
| NVIDIA V100 | All P3 series instances |
||
| NVIDIA A10G | All G5 series instances |
||
| NVIDIA A100 | All P4d and P4de series instances |
||
| NVIDIA H100 | All P5 series instances |
3.3. Google Cloud Platform (GCP)
Pay-as-you-go licensing is also available for all supported GCP instances.
| GPU | Supported GCP Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA A100 | All A2 series instances |
Google Kubernetes Engine (GKE) Red Hat OpenShift Upstream Kubernetes |
Red Hat Enterprise Linux 8.9, 8.8, 8.6 Red Hat Enterprise Linux 7.9 Red Hat OpenShift 4.12 through 15 using Red Hat Linux CoreOS (RHCOS) Ubuntu 22.04 Ubuntu 20.04 |
| NVIDIA H100 | All A3 series instances |
||
| NVIDIA L4 | All G2 series instances |
||
| NVIDIA T4 | Any custom machine type that can be created in a zone. |
||
| NVIDIA V100 |
3.4. Microsoft Azure
Pay-as-you-go licensing is also available for all supported Microsoft Azure instances, except NV_A10_v5 instances.
| GPU | Supported Azure Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA V100 | All NC v3 and ND v2 instances |
Azure Kubernetes Service (AKS) Red Hat OpenShift Upstream Kubernetes |
Red Hat Enterprise Linux 8.4 Red Hat Enterprise Linux 7.9 Red Hat OpenShift 4.10 using Red Hat Linux CoreOS (RHCOS) Red Hat OpenShift 4.9 using Red Hat Linux CoreOS (RHCOS) Ubuntu 22.04 Ubuntu 20.04 |
| NVIDIA T4 | All NC T4_v3 instances |
||
| NVIDIA H100 | All ND H100_v5instances |
||
| NVIDIA A100 | All NC A100_v4 instances All ND A100_v4 instances |
||
| NVIDIA A10 | All NV A10_v5 instances |
3.5. Oracle Cloud Infrastructure
Pay-as-you-go licensing is also available for all supported Oracle Cloud Infrastructure instances.
| GPU | Oracle Cloud Infrastructure Shapes | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA V100 | All VM.GPU3 shapes |
Upstream Kubernetes |
Linux:
Windows:
|
| NVIDIA H100 | BM.GPU.H100.8 |
||
| NVIDIA A100 | All BM.GPU4 shapes All BM.GPU.A100-v2 shapes |
||
| NVIDIA A10 | All VM.GPU.A10 shapes |
3.6. Tencent Cloud
| GPU | Supported Tencent Cloud Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA V100 | GN10Xp |
Upstream Kubernetes |
|
| NVIDIA A10 | PNV4 |
3.7. Volcano Engine
| GPU | Volcano Engine Instances | Certified Container Orchestration Platforms | Supported Guest Operating Systems |
|---|---|---|---|
| NVIDIA A10 | ecs.gni2 | Upstream Kubernetes |
|
3.8. NVIDIA GPU Optimized VMI on CSP Marketplace
For ease of use in the cloud, NVIDIA provides compute optimized and validated base Virtual Machine Instances (VMI) through CSP marketplaces. Each VMI includes key technologies and software from NVIDIA for rapid deployment, management, and scaling of AI workloads in the modern hybrid cloud.
Each VMI has the following software pre-installed:
- Ubuntu Server 20.04
- NVIDIA driver 525 TRD - 525.60.13
- Docker-ce 20.10.12
- NVIDIA Container Toolkit 1.8.1
- NVIDIA Container Runtime 3.8.1
NVIDIA AI Enterprise supports deployments on CPU only servers that are part of the NVIDIA Certified Systems list. Customers can deploy both GPU and CPU Only systems with VMware vSphere or Red Hat Enterprise Linux.
NVIDIA AI Enterprise will support the following CPU enabled frameworks:
-
TensorFlow
-
PyTorch
-
Triton Inference Server with FIL backend
-
NVIDIA RAPIDS with XGBoost and Dask
Notice
This document is provided for information purposes only and shall not be regarded as a warranty of a certain functionality, condition, or quality of a product. NVIDIA Corporation (“NVIDIA”) makes no representations or warranties, expressed or implied, as to the accuracy or completeness of the information contained in this document and assumes no responsibility for any errors contained herein. NVIDIA shall have no liability for the consequences or use of such information or for any infringement of patents or other rights of third parties that may result from its use. This document is not a commitment to develop, release, or deliver any Material (defined below), code, or functionality.
NVIDIA reserves the right to make corrections, modifications, enhancements, improvements, and any other changes to this document, at any time without notice.
Customer should obtain the latest relevant information before placing orders and should verify that such information is current and complete.
NVIDIA products are sold subject to the NVIDIA standard terms and conditions of sale supplied at the time of order acknowledgement, unless otherwise agreed in an individual sales agreement signed by authorized representatives of NVIDIA and customer (“Terms of Sale”). NVIDIA hereby expressly objects to applying any customer general terms and conditions with regards to the purchase of the NVIDIA product referenced in this document. No contractual obligations are formed either directly or indirectly by this document.
NVIDIA products are not designed, authorized, or warranted to be suitable for use in medical, military, aircraft, space, or life support equipment, nor in applications where failure or malfunction of the NVIDIA product can reasonably be expected to result in personal injury, death, or property or environmental damage. NVIDIA accepts no liability for inclusion and/or use of NVIDIA products in such equipment or applications and therefore such inclusion and/or use is at customer’s own risk.
NVIDIA makes no representation or warranty that products based on this document will be suitable for any specified use. Testing of all parameters of each product is not necessarily performed by NVIDIA. It is customer’s sole responsibility to evaluate and determine the applicability of any information contained in this document, ensure the product is suitable and fit for the application planned by customer, and perform the necessary testing for the application in order to avoid a default of the application or the product. Weaknesses in customer’s product designs may affect the quality and reliability of the NVIDIA product and may result in additional or different conditions and/or requirements beyond those contained in this document. NVIDIA accepts no liability related to any default, damage, costs, or problem which may be based on or attributable to: (i) the use of the NVIDIA product in any manner that is contrary to this document or (ii) customer product designs.
No license, either expressed or implied, is granted under any NVIDIA patent right, copyright, or other NVIDIA intellectual property right under this document. Information published by NVIDIA regarding third-party products or services does not constitute a license from NVIDIA to use such products or services or a warranty or endorsement thereof. Use of such information may require a license from a third party under the patents or other intellectual property rights of the third party, or a license from NVIDIA under the patents or other intellectual property rights of NVIDIA.
Reproduction of information in this document is permissible only if approved in advance by NVIDIA in writing, reproduced without alteration and in full compliance with all applicable export laws and regulations, and accompanied by all associated conditions, limitations, and notices.
THIS DOCUMENT AND ALL NVIDIA DESIGN SPECIFICATIONS, REFERENCE BOARDS, FILES, DRAWINGS, DIAGNOSTICS, LISTS, AND OTHER DOCUMENTS (TOGETHER AND SEPARATELY, “MATERIALS”) ARE BEING PROVIDED “AS IS.” NVIDIA MAKES NO WARRANTIES, EXPRESSED, IMPLIED, STATUTORY, OR OTHERWISE WITH RESPECT TO THE MATERIALS, AND EXPRESSLY DISCLAIMS ALL IMPLIED WARRANTIES OF NONINFRINGEMENT, MERCHANTABILITY, AND FITNESS FOR A PARTICULAR PURPOSE. TO THE EXTENT NOT PROHIBITED BY LAW, IN NO EVENT WILL NVIDIA BE LIABLE FOR ANY DAMAGES, INCLUDING WITHOUT LIMITATION ANY DIRECT, INDIRECT, SPECIAL, INCIDENTAL, PUNITIVE, OR CONSEQUENTIAL DAMAGES, HOWEVER CAUSED AND REGARDLESS OF THE THEORY OF LIABILITY, ARISING OUT OF ANY USE OF THIS DOCUMENT, EVEN IF NVIDIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. Notwithstanding any damages that customer might incur for any reason whatsoever, NVIDIA’s aggregate and cumulative liability towards customer for the products described herein shall be limited in accordance with the Terms of Sale for the product.
VESA DisplayPort
DisplayPort and DisplayPort Compliance Logo, DisplayPort Compliance Logo for Dual-mode Sources, and DisplayPort Compliance Logo for Active Cables are trademarks owned by the Video Electronics Standards Association in the United States and other countries.
HDMI
HDMI, the HDMI logo, and High-Definition Multimedia Interface are trademarks or registered trademarks of HDMI Licensing LLC.
OpenCL
OpenCL is a trademark of Apple Inc. used under license to the Khronos Group Inc.
Trademarks
NVIDIA, the NVIDIA logo, NVIDIA Maxwell, NVIDIA Pascal, NVIDIA Turing, NVIDIA Volta, Quadro, and Tesla are trademarks or registered trademarks of NVIDIA Corporation in the U.S. and other countries. Other company and product names may be trademarks of the respective companies with which they are associated.
Copyright
© 2024 NVIDIA Corporation & affiliates. All rights reserved.