Using GPUs on IDAS
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GPUs Available on IDAS
The following GPUs are available to IDAS research users:
GPU | Quantity | Date Added to IDAS | GPU Memory | CUDA Versions on IDAS | Notes |
---|---|---|---|---|---|
NVIDIA L40S | 16 | November 2024 | 48GB VRAM | Supports CUDA 11.x and 12.x on IDAS | For AI and graphics. View datasheet. |
NVIDIA L4 | 12 | March 2024 | 24GB VRAM | Supports CUDA 11.x and 12.x on IDAS | Good at interacting with AI models. View datasheet. |
NVIDIA A30 | 12 | 4 were added in May 2022. Additional 8 were added in March 2024 | 24GB VRAM | Supports CUDA 11.x and 12.x on IDAS | Double-precision math. Best for deep learning and AI. View datasheet. |
NVIDIA A10 | 4 | May 2022 | 24GB VRAM | Supports CUDA 11.x and 12.x on IDAS | Single-precision math. Good for: general purpose computing. View datasheet. |
GeForce RTX 2080 Ti | 10 | 4 were added in 2019. Additional 4 were added in 2020. Additional 2 were added in 2021. | 11GB VRAM | Supports CUDA versions 10.x, 11.x, and 12.x on IDAS | Single-precision math. Good for: general purpose computing. View specs. |
GPUs are currently not available to classroom users on IDAS.
Requesting to Use GPUs on IDAS for Research
GPUs on IDAS are assigned on a first come first served basis. When GPUs on IDAS run out, users won't be able to start an IDAS instance with GPU. In that case, users can wait and try again in a couple of hours.
If you are finished with your IDAS instance, we request that you shut down your IDAS server so that resources are freed up for other users.
1. Log in to the "Research" instance on IDAS - https://idas.uiowa.edu/
2. In the "Server Options" form, select the GPU type under "GPU" and select a programming language and CUDA version under "IDAS Image". Then click the "Start" button at the bottom of the form.
3. Wait a few seconds for your IDAS server to be ready.
Monitoring GPU Usage
You can monitor your GPU usage by using the following command in Terminal:
watch nvidia-smi
Contact
If you have any questions or comments, please contact ITS - Research Services at research-computing@uiowa.edu.