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docs/workspaces/partials/_cuda.qmd

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::: {.callout-note collapse="true"}
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## CUDA GPU Available
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This workspace can be created with or without nvidia CUDA GPU drivers pre-installed.
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To create with GPU pre-installed select **{{< meta workspace_cuda >}}** when creating the workspace,
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GPU workspaces consume more credits. See the [cost calculator](../../responsible-use.qmd#cost-calculator) for an estimate.
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A GPU may speed up your code if the (python) libraries that you use are designed to take advantage of GPU acceleration (e.g. Pytorch, Tensorflow, LLMs). Only choose GPU workspaces if you know that this is the case. If you are not sure, [contact us](https://www.uu.nl/en/research/research-data-management/tools/software-and-computing/virtual-research-environments).
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docs/workspaces/plain/partials/_ubuntu.qmd

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docs/workspaces/plain/partials/_windows.qmd

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docs/workspaces/plain/ubuntu.qmd

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gpu: true
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admin: true
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support: SURF
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workspace_cuda: Ubuntu 2204 with CUDA
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---
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{{< include partials/_ubuntu.qmd >}}
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## Description
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{{< include ../partials/_cuda.qmd >}}
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## Creation
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{{< include ../partials/_creation.qmd >}}
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## Access
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## Data transfer options
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## Usage
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## Tips
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docs/workspaces/plain/windows.qmd

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gpu: true
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support: SURF, UU
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workspace_cuda: Windows Server 2019 with CUDA
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---
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{{< include partials/_windows.qmd >}}
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## Description
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ResearchCloud allows you to start Windows workspaces that use the Windows Server 2019 Operating System. There are various flavours:
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- Windows Server 2019 (maintained by SURF)
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- Windows Server 2019 with CUDA (with GPU support, maintained by SURF)
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- Windows with iBridges (comes with [iBridges for data transfer](../../manuals/ibridges.qmd), maintained by UU)
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{{< include ../partials/_cuda.qmd >}}
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Simply choose one of these [catalog items](../../glossary.qmd#catalog-item) in the workspace creation wizard.
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## Access
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You can [access Windows workspaces as a remote desktop in your browser](../../first-steps.qmd#browser-access-to-a-desktop-environment), authenticating via SRAM.
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## Creation
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{{< include ../partials/_creation.qmd >}}
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## Usage
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{{< include ../partials/_data_transfer.qmd >}}
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When using the *Windows with iBridges* flavour, the recommended [iBridges client for Yoda and iRODS](../../manuals/ibridges.qmd) is preinstalled.
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## Tips
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Use this table to find the appropriate data transfer method for your situation:
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docs/workspaces/programming/jupyter.qmd

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workspace_cuda: Jupyter Notebooks with CUDA
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## Description
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If needed, we can help you to automatically install certain packages when the workspace is created, so that these are available from inside the Jupyter environment immediately. Please [contact us](../../contact.qmd) for this. However, you can of course also install your own dependencies from with the Notebook.
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::: {.callout-note collapse="true"}
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## CUDA GPU Available
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This workspace can be created with or without nvidia CUDA GPU drivers pre-installed.
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To create with GPU pre-installed select **Jupyter Notebook with CUDA** when creating the workspace,
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GPU workspaces consume more credits. See the [cost calculator](../../responsible-use.qmd#cost-calculator) for an estimate.
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**Usage is identical** whether you choose CPU or GPU. Only choose GPU workspaces if you need intense computational power.
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{{< include ../partials/_cuda.qmd >}}
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## Creation
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docs/workspaces/programming/open-vscode.qmd

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Access the integrated terminal with `` Ctrl+` `` or via the Terminal menu. With sudo rights, you can install additional system packages using `sudo apt install`.
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## Tips
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{{< include ../partials/sudo-rights.qmd >}}
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{{< include ../partials/_sudo-rights.qmd >}}

docs/workspaces/programming/python-workbench.qmd

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workspace_cuda: Python Workbench CUDA
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## Description
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Simply choose the one that is most convenient to you.
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::: {.callout-note collapse="true"}
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## CUDA GPU Available
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This workspace can be created with or without nvidia CUDA GPU drivers pre-installed.
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To create with GPU pre-installed select **Python Workbench CUDA** when creating the workspace,
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GPU workspaces consume more credits. See the [cost calculator](../../responsible-use.qmd#cost-calculator) for an estimate.
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**Usage is identical** whether you choose CPU or GPU. Only choose GPU workspaces if you need intense computational power.
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{{< include ../partials/_cuda.qmd >}}
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## Creation
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docs/workspaces/programming/vre-lab.qmd

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workspace_cuda: VRE lab GPU
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If you wish to customise this workspace further by installing system packages or need additional help, you can [contact us](../../contact.qmd)
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{{< include ../partials/_cuda.qmd >}}
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## Creation
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For larger data transfers, the recommended [iBridges client for Yoda and iRODS](../../manuals/ibridges.qmd) is preinstalled.
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{{< include ../partials/sudo-rights.qmd >}}
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{{< include ../partials/_sudo-rights.qmd >}}
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## Tips

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