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Add Official Support for NVIDIA RTX 50XX GPUs #583

@GiorgioVitalone

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@GiorgioVitalone

Feature Idea

Currently, SwarmUI does not work on the new NVIDIA RTX 50XX series GPUs. If you attempt to run SwarmUI on these cards (RTX 5090/5080) you'll encounter runtime errors around ComfyUI. The error message typically reads:

ComfyUI execution error: CUDA error: no kernel image is available for execution on the device CUDA kernel errors might be asynchronously reported at some other API call, so the stacktrace below might be incorrect. For debugging consider passing CUDA_LAUNCH_BLOCKING=1 Compile with ``TORCH_USE_CUDA_DSA`` to enable device-side assertions.

Recent discussions and GitHub issues have highlighted that PyTorch 2.1.0 (and earlier stable releases) do not yet support compute capability sm_120. Switching to nightly builds (which support CUDA 12.8) seems to be a workaround. Incorporating this support directly in SwarmUI would eliminate the need for manual updates.

Please consider adding official support for NVIDIA RTX 50XX GPUs by updating our PyTorch dependency (or providing an alternative installation option) to include support for compute capability sm_120.

Thank you 🙏🏻

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