CuDNN
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NVIDIA products has lots of compatibility issues inbetween CUDA, cuDNN, driver and NVIDIA hardware by architecture.
One of that is cuDNN support matrix which should check before build CUDA related project code.
Linux Versions for cuDNN
| cuDNN Version | GPU Requirements | CUDA Toolkit Requirements | CUDA Driver Requirements | Architecture | OS Name | OS Version | Kernel Version | gcc Version | Glibc Version |
|---|---|---|---|---|---|---|---|---|---|
| cuDNN 8.3.x | NVIDIA GPU with
Compute Capability 3.5 or higher |
CUDA Toolkit 11.5 or later | CUDA Driver 450.80.02 or later | x86_64 | Ubuntu | 20.04 LTS | 5.4.0-58-generic | 7.5.0 | 2.31 |
| Ubuntu | 18.04 LTS | 4.15.0-101-generic | 7.5.0 | 2.27 | |||||
| CentOS | 7 | 3.10.0-1160.45.1 | 8.3.0 | 2.17 | |||||
| cuDNN 8.2.x | CUDA Toolkit 11.2 or later | CUDA Driver 450.36.06 or later | Ubuntu | 20.04 LTS | 5.4.0-58-generic | 7.5.0 | 2.31 | ||
| Ubuntu | 18.04 LTS | 4.15.0-101-generic | 7.5.0 | 2.27 | |||||
| CentOS | 7 | 3.10.0-1160.45.1 | 8.3.0 | 2.17 | |||||
| cuDNN 8.1.x | CUDA Toolkit 11.0 or later | CUDA Driver 450.36.06 or later | Ubuntu | 20.04 LTS | 5.4.0-58-generic | 7.5.0 | 2.31 | ||
| Ubuntu | 18.04 LTS | 4.15.0-101-generic | 7.5.0 | 2.27 | |||||
| CentOS | 7 | 3.10.0-1160.45.1 | 8.3.0 | 2.17 | |||||
| cuDNN 8.0.x | CUDA Toolkit 11.0 or later | CUDA Driver 450.36.06 or later | Ubuntu | 20.04 LTS | 5.4.0-58-generic | 7.5.0 | 2.31 | ||
| Ubuntu | 18.04 LTS | 4.15.0-101-generic | 7.5.0 | 2.27 | |||||
| CentOS | 7 | 3.10.0-1160.45.1 | 8.3.0 | 2.17 | |||||
| cuDNN 7.6.x | NVIDIA GPU with
Compute Capability 3.0 or higher |
CUDA Toolkit 10.0 or later | CUDA Driver 410.48 or later | Ubuntu | 18.04 LTS | 4.15.0-101-generic | 7.3.0 | 2.27 | |
| CentOS | 7 | 3.10.0-1160.45.1 | 8.3.0 | 2.17 | |||||
| cuDNN 7.5.x | CUDA Toolkit 9.0 or later | CUDA Driver 384.81 or later | Ubuntu | 16.04 LTS | 4.15.0-101-generic | 5.4.0 | 2.23 | ||
| CentOS | 7 | 3.10.0-1160.45. |