Difference between revisions of "AI Examples"
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[[Category:Help]] | [[Category:Help]] | ||
| − | + | The UFIT Research Computing AI Support Team maintains a suite of examples for computer vision and natural language processing tasks using the AI software stacks on HiPerGator. Users may copy these examples to their own space, add modifications, and follow the instructions to run these jobs on HiPerGator. | |
Use [https://support.rc.ufl.edu https://support.rc.ufl.edu] to submit ticket if you need help with running the examples. | Use [https://support.rc.ufl.edu https://support.rc.ufl.edu] to submit ticket if you need help with running the examples. | ||
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We have examples available on the [https://github.com/UFResearchComputing/ UF Research Computing Github]. | We have examples available on the [https://github.com/UFResearchComputing/ UF Research Computing Github]. | ||
| − | + | {| class="wikitable sortable" border="1" cellspacing="0" cellpadding="2" align="center" style="border-collapse: collapse; margin: 1em 1em 1em 0; border-top: none; border-right:none; " | |
| + | ! Name | ||
| + | ! Categories | ||
| + | ! Description | ||
| + | |- | ||
| + | | [https://github.com/UFResearchComputing/hpc_pytorch_distributed_slurm Multinode Pytorch Launch] || distributed compute || Launch a pytorch script for multiple GPUs on multiple nodes. | ||
| + | |- [https://github.com/UFResearchComputing/MultiNode_MONAI_example MultiNode MONAI] || distributed compute, computer vision || Use the MONAI software to train an image classifier on multiple nodes. | ||
| + | |- | ||
| + | | [https://github.com/UFResearchComputing/py4ai Py4AI] || Python education || The episodes in this course are derived from work that is Copyrighted © by Software Carpentry. Additional information can be found at: http://software-carpentry.org/. | ||
| + | |- | ||
| + | | [https://github.com/UFResearchComputing/Understanding_PyTorch Understanding PyTorch] || Pytorch education || Learn the Pytorch deep learning software by coding linear regression from the neural network perspective | ||
| + | |- | ||
| + | | [https://github.com/UFResearchComputing/DL_pytorch_CNN Pytorch Convolutional Neural Network] || computer vision || This training module is based off of the Deep Learning with Pytorch: A 60 minute blitz tutorial by Soumith Chintala. It has been updated and customized for running on HiPerGator | ||
| + | |} | ||
| + | |||
| + | |||
== Catalog of available examples == | == Catalog of available examples == | ||
Revision as of 17:48, 26 August 2022
The UFIT Research Computing AI Support Team maintains a suite of examples for computer vision and natural language processing tasks using the AI software stacks on HiPerGator. Users may copy these examples to their own space, add modifications, and follow the instructions to run these jobs on HiPerGator.
Use https://support.rc.ufl.edu to submit ticket if you need help with running the examples.
Research Computing Github
We have examples available on the UF Research Computing Github.
| Name | Categories | Description |
|---|---|---|
| Multinode Pytorch Launch | distributed compute | Launch a pytorch script for multiple GPUs on multiple nodes. |
| Py4AI | Python education | The episodes in this course are derived from work that is Copyrighted © by Software Carpentry. Additional information can be found at: http://software-carpentry.org/. |
| Understanding PyTorch | Pytorch education | Learn the Pytorch deep learning software by coding linear regression from the neural network perspective |
| Pytorch Convolutional Neural Network | computer vision | This training module is based off of the Deep Learning with Pytorch: A 60 minute blitz tutorial by Soumith Chintala. It has been updated and customized for running on HiPerGator |
Catalog of available examples
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| Name | Categories | Location on HiPerGator | Author | Date added | Description |
|---|