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# Compute Infrastructure We Use | ||
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## Overview | ||
Overall [Infrastructure Chart](https://docs.google.com/spreadsheets/d/1JSOi5pp2Y8Utj_npzKcYmvAxGncgmvP2gait5H0oYKk/edit?usp=sharing) with system specifications and notes. | ||
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- [The Ohio Supercomputing Center (OSC)](https://www.osc.edu/): Large compute resource accessible through `ssh` or OnDemand (web) platform. | ||
- [Globus Endpoint](https://www.globus.org/) — this is the preferred transfer method for collaborations, especially for large data. | ||
- OnDemand page: [info](https://www.osc.edu/resources/online_portals/ondemand), [login]( https://ondemand.osc.edu) | ||
- myOSC client portal: [info](https://www.osc.edu/supercomputing/portals/client_portal), [login](https://my.osc.edu/acprod/odb_osc/r/osc/portal/login_desktop?clear=101) | ||
- Imageomics dedicated GPU server: _Internal_ server, hosts our CVAT instance. | ||
- [Usage and access guide (_internal_ )](https://github.com/Imageomics/internal-guidelines/wiki/Imageomics-GPU-Server) | ||
- [CVAT user guide](https://github.com/Imageomics/kabr-tools/wiki/CVAT-User-Guide) | ||
- NSF ACCESS Accelerate Allocation: NCSA Delta GPU credits | ||
- [Amazon Web Services (AWS)](https://aws.amazon.com/?nc2=h_lg): Basic to extremely powerful, abundant (though finite) resources, high cost. | ||
- Used sparingly for urgent deadlines when other compute is not available (generally hasn't been available at those times either, though) or to host projects that cannot be hosted effectively through a Hugging Face Space. | ||
- [AWS usage guidelines (_internal_ )](https://github.com/Imageomics/internal-guidelines/wiki/AWS-@-Imagomics) | ||
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# Other Compute Resources We've Used or Considered | ||
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- OpenAI Researcher Access Program | ||
- NAIRR Pilot Program |
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