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.
cuDNN Package [1] |
Supports static linking? [2] |
NVIDIA Driver Version for Linux |
NVIDIA Driver Version for Windows |
Supported NVIDIA Hardware |
||
---|---|---|---|---|---|---|
cuDNN 9.5.1 for CUDA 12.x |
|
Yes |
>=525.60.13 |
>=527.41 |
||
cuDNN 9.5.1 for CUDA 11.x |
11.8 |
Yes |
>= 450.80.02 |
>=452.39 |
||
cuDNN 9.5.1 for CUDA 11.x |
No |
>= 450.80.02 |
>=452.39 |
|
|
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.
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.
CUDA 12.x - 11.8 |
CUDA 11.7 - 11.0 |
|
---|---|---|
Visual Studio |
2022, 2019 |
2017 |
Footnotes