Support Matrix#

GPU, CUDA Toolkit, and CUDA Driver Requirements#

The following sections highlight the compatibility of NVIDIA cuDNN versions with the various supported NVIDIA CUDA Toolkit, CUDA driver, and NVIDIA hardware versions.

Supported NVIDIA Hardware and CUDA Version#

cuDNN Package [1]

CUDA Toolkit Version

Supports static linking? [2]

NVIDIA Driver Version for Linux

NVIDIA Driver Version for Windows

CUDA Compute Capability

Supported NVIDIA Hardware

cuDNN 9.5.1 for CUDA 12.x

  • 12.6

  • 12.5

  • 12.4

  • 12.3

  • 12.2

  • 12.1

  • 12.0

Yes

>=525.60.13

>=527.41

  • 9.0 [3]

  • 8.9 [3]

  • 8.6

  • 8.0

  • 7.5

  • 7.0

  • 6.1

  • 6.0

  • 5.0

  • NVIDIA Hopper [3]

  • NVIDIA Ada Lovelace architecture [3]

  • NVIDIA Ampere architecture

  • NVIDIA Turing

  • NVIDIA Volta

  • NVIDIA Pascal

  • NVIDIA Maxwell

cuDNN 9.5.1 for CUDA 11.x

11.8

Yes

>= 450.80.02

>=452.39

  • 9.0 [3]

  • 8.9 [3]

  • 8.6

  • 8.0

  • 7.5

  • 7.0

  • 6.1

  • 6.0

  • 5.0

  • NVIDIA Hopper [3]

  • NVIDIA Ada Lovelace architecture [3]

  • NVIDIA Ampere architecture

  • NVIDIA Turing

  • NVIDIA Volta

  • NVIDIA Pascal

  • NVIDIA Maxwell

cuDNN 9.5.1 for CUDA 11.x

No

>= 450.80.02

>=452.39

  • 9.0

  • 8.9

  • 8.6

  • 8.0

  • 7.5

  • 7.0

  • 6.1

  • 6.0

  • 5.0

  • NVIDIA Hopper

  • NVIDIA Ada Lovelace architecture

  • NVIDIA Ampere architecture

  • NVIDIA Turing

  • NVIDIA Volta

  • NVIDIA Pascal

  • NVIDIA Maxwell

Note

For best performance, the recommended configuration for GPUs Volta or later is cuDNN 9.5.1 with CUDA 12.6. For GPUs prior to Volta (that is, Pascal and Maxwell), the recommended configuration is cuDNN 9.5.1 with CUDA 11.8. These are the configurations used for tuning heuristics.

CPU Architecture and OS Requirements#

The following tables highlight the compatibility of cuDNN versions with the various supported OS versions.

Linux#

Refer to the following table to view the list of supported Linux versions for cuDNN.

Linux Versions for cuDNN#

Architecture

OS Name

OS Version

Distro Information: Kernel

Distro Information: GCC

Distro Information: Glibc

x86_64

RHEL

9.x

5.14.0

11.4.1

2.34

x86_64

RHEL

8.x

4.18.0

8.5.0

2.28

x86_64

Rocky

9.3

5.14.0

11.4.1

2.34

x86_64

Rocky

8.6

4.18

8.5.0

2.28

x86_64

Ubuntu

24.04

6.8.0

13.2.0

2.39

x86_64

Ubuntu

22.04

6.2.0

11.4.0

2.35

x86_64

Ubuntu

20.04

5.15.0

9.4.0

2.31

x86_64

Debian

12.1

6.1.0

12.2.0

2.36

AArch64 SBSA

RHEL

9.x

5.14.0

11.4.1

2.34

AArch64 SBSA

RHEL

8.x

4.18

8.5.0

2.28

AArch64 SBSA

Ubuntu

24.04

6.8.0

13.2.0

2.39

AArch64 SBSA

Ubuntu

22.04

5.15.0

11.4.0

2.35

AArch64 SBSA

Ubuntu

20.04

5.4.0

9.4.0

2.31

AArch64 for Jetson

Ubuntu

22.04

4.15.0

7.3.1

2.35

AArch64 for Jetson

Ubuntu

20.04

4.15.0

7.3.1

2.31

Note

  • For platforms that ship a compiler version older than GCC 6 by default, linking to static cuDNN using the default compiler is not supported.

  • For RHEL 8.9 and Rocky 8.9 Linux, the R525 and later display driver is needed.

Windows#

Windows 10, Windows 11, and Windows Server 2022 are supported. Refer to the following table to view the list of supported Visual Studio versions for cuDNN.

Visual Studio Versions Based on Your Version of CUDA#

CUDA 12.x - 11.8

CUDA 11.7 - 11.0

Visual Studio

2022, 2019

2017

Footnotes