CuDNN
module avail cudnn/
CuDNN (CUDA Deep Neural Network library) is a GPU-accelerated library developed by NVIDIA specifically for deep learning frameworks and applications.
License
You have to be registered in NVIDIA Accelerated Computing Developer Program and agree with their licence. Then confirm the licence form.
Note
cudnn/ are standalone modules. Usually you need to use it with some of CUDA modules.
GPU clusters
CuDNN only works on GPUs with high enough computing capabilities.
In this table, you can see information about individual GPU clusters and if their GPUs support CuDNN library:
GPU clusters in MetaCentrum
| Cluster | Nodes | GPUs per node | Memory MiB | compute capability | CuDNN | gpu_cap |
|---|---|---|---|---|---|---|
| galdor.metacentrum.cz | galdor[1-20].metacentrum.cz | 4x A40 | 45 634 | 8.6 | YES | cuda35,cuda61,cuda75,cuda80,cuda86 |
| luna2022.fzu.cz | luna[201-206].fzu.cz | 1x A40 | 45 634 | 8.6 | YES | cuda35,cuda61,cuda75,cuda80,cuda86 |
| fer.natur.cuni.cz | fer[1-3].natur.cuni.cz | 8x RTX A4000 | 16 117 | 8.6 | YES | cuda35,cuda61,cuda75,cuda80,cuda86 |
| zefron.cerit-sc.cz | zefron6.cerit-sc.cz | 1x A10 | 22 731 | 8.6 | YES | cuda35,cuda61,cuda75,cuda80,cuda86 |
| zia.cerit-sc.cz | zia[1-5].cerit-sc.cz | 4x A100 | 40 536 | 8.0 | YES | cuda35,cuda61,cuda75,cuda80 |
| fau.natur.cuni.cz | fau[1-3].natur.cuni.cz | 8x Quadro RTX 5000 | 16 125 | 7.5 | YES | cuda35,cuda61,cuda75 |
| cha.natur.cuni.cz | cha.natur.cuni.cz | 8x GeForce RTX 2080 Ti | 11 019 | 7.5 | YES | cuda35,cuda61,cuda75 |
| gita.cerit-sc.cz | gita[1-7].cerit-sc.cz | 2x GeForce RTX 2080 Ti | 11 019 | 7.5 | YES | cuda35,cuda61,cuda75 |
| adan.grid.cesnet.cz | adan[1-61].grid.cesnet.cz | 2x Tesla T4 | 15 109 | 7.5 | YES | cuda35,cuda61,cuda75 |
| glados.cerit-sc.cz | glados[2-7].cerit-sc.cz | 2x GeForce RTX 2080 | 7 982 | 7.5 | YES | cuda35,cuda61,cuda75 |
| glados.cerit-sc.cz | glados1.cerit-sc.cz | 1x TITAN V GPU | 12 066 | 7.0 | YES | cuda35,cuda61,cuda70 |
| konos.fav.zcu.cz | konos[1-8].fav.zcu.cz | 4x GeForce GTX 1080 Ti | 11 178 | 6.1 | YES | cuda35,cuda61 |
| glados.cerit-sc.cz | glados[10-13].cerit-sc.cz | 2x 1080Ti GPU | 11 178 | 6.1 | YES | cuda35,cuda61 |
| zefron.cerit-sc.cz | zefron7.cerit-sc.cz | 1x GeForce GTX 1070 | 8 119 | 3.5 | YES | cuda35, cuda61 |
| black1.cerit-sc.cz | black1.cerit-sc.cz | 4x Tesla P100 | 16 280 | 6.0 | YES | cuda35, cuda60 |
| grimbold.metacentrum.cz | grimbold.metacentrum.cz | 2x Tesla P100 | 12 198 | 6.0 | YES | cuda35, cuda60 |
| zefron.cerit-sc.cz | zefron8.cerit-sc.cz | 1x Tesla K40c | 11 441 | 3.5 | YES | cuda35 |