read_hpc_blender_short
Unterschiede
Hier werden die Unterschiede zwischen zwei Versionen angezeigt.
Beide Seiten der vorigen RevisionVorhergehende ÜberarbeitungNächste Überarbeitung | Vorhergehende Überarbeitung | ||
read_hpc_blender_short [2021/12/02 18:07] – schwan | read_hpc_blender_short [2021/12/02 18:11] (aktuell) – schwan | ||
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There are two possibilities to access the system, either via SSH with username@cslogin.tu-ilmenau.de or via an interactive desktop session to be started via the browser interface (just click on " | There are two possibilities to access the system, either via SSH with username@cslogin.tu-ilmenau.de or via an interactive desktop session to be started via the browser interface (just click on " | ||
You need to be inside the university network if you want to access the system, so at home use the VPN. | You need to be inside the university network if you want to access the system, so at home use the VPN. | ||
- | If you want to use the interactive Desktop Session, it is strongly recomended to install the DCV client and configure the " | + | If you want to use the interactive Desktop Session, it is strongly recomended to install the DCV client and configure the " |
- | It is very important to know that there are two different " | + | It is very important to know that there are two different " |
- | Interactive nodes can be accessed via SSH, to run something on non-interactive nodes you would need to use the batch system. | + | |
- | Usually you only have access to the internet | + | |
That means, you need to configure everything in the interactive nodes and then run it either via the batch system or on a interactive GPU node. | That means, you need to configure everything in the interactive nodes and then run it either via the batch system or on a interactive GPU node. | ||
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If your software uses the pytorch package, it is strongly recommended to install one of the most recent pytorch versions with the pip command you can get from the official website https:// | If your software uses the pytorch package, it is strongly recommended to install one of the most recent pytorch versions with the pip command you can get from the official website https:// | ||
- | A valid command to install pytorch would be e.g. `pip3 install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https:// | + | A valid command to install pytorch would be e.g. **pip3 install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio==0.9.0 -f https:// |
- | Take care to run your Python package installations on an interactive node, if you do it e.g. on makalu86 | + | |
+ | Take care to run your Python package installations on an interactive node, if you do it e.g. on ??? it won't work because you don't have internet access on this node. | ||
Even if your software uses an older pytorch version, it is usually worth it to try out a recent version supporting CUDA version >= 11.0. | Even if your software uses an older pytorch version, it is usually worth it to try out a recent version supporting CUDA version >= 11.0. | ||
It is important to have a pytorch version with CUDA >= 11.0 as the NVIDIA A100 graphics cards only support CUDA >= 11.0. | It is important to have a pytorch version with CUDA >= 11.0 as the NVIDIA A100 graphics cards only support CUDA >= 11.0. | ||
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## Interactive GPU node | ## Interactive GPU node | ||
The easiest way to get started with running some GPU-based computing stuff is to access the interactive GPU node. | The easiest way to get started with running some GPU-based computing stuff is to access the interactive GPU node. | ||
- | There is currently one interactive GPU node with 4x NVIDIA A100 graphics cards, the name of this machine is makalu86. | + | There is currently one interactive GPU node with 4x NVIDIA A100 graphics cards, the name of this machine is ... |
- | **Important: | + | |
- | Further, you can access the interactive GPU nodes only if you already are logged in into an interactive node (either via SSH or via an interactive Session). | + | |
- | To access an interactive GPU node, enter `ssh makalu86`, type in your CS login password and there you are. | + | |
+ | **Important: | ||
+ | |||
+ | To access an interactive GPU node, enter ???, type in your CS login password and there you are. | ||
To check if you are on the correct node, enter `nvidia-smi`, | To check if you are on the correct node, enter `nvidia-smi`, | ||
Now you can start to test your scripts, etc. | Now you can start to test your scripts, etc. | ||
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### Estimate efficiency of GPU usage | ### Estimate efficiency of GPU usage | ||
- | On makalu86, `nvidia-smi` is for sure the best way to monitor how good your software is using the GPU. | + | On ???, `nvidia-smi` is for sure the best way to monitor how good your software is using the GPU. |
Here, the power usage is for sure the best way to find out how efficient your software is using the GPU. | Here, the power usage is for sure the best way to find out how efficient your software is using the GPU. | ||
Another good indicator is the temperature, | Another good indicator is the temperature, | ||
+ | |||
## GPU Batch system | ## GPU Batch system |
read_hpc_blender_short.1638464863.txt.gz · Zuletzt geändert: 2021/12/02 18:07 von schwan