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Tool Usage #6

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JacobLinCool opened this issue Nov 5, 2023 · 1 comment
Open

Tool Usage #6

JacobLinCool opened this issue Nov 5, 2023 · 1 comment
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@JacobLinCool

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@JacobLinCool
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JacobLinCool commented Nov 5, 2023 •
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Currently this tool has two way to use, the CLI (the bundled binary) and the Web UI. The CLI and the Web UI both support the same arguments.

The Web UI is developed with Gradio, and the demo is available at: https://huggingface.co/spaces/bcg-unet/demo

However, the two methods of distribution (the bundled binary and the Web UI hosted on Hugging Face) encounter different issues:

The bundled binary suffers from a slow startup time due to IO bottlenecks, and GPU acceleration cannot be enabled due to the complexity of platform-dependent dependencies.

The Web UI faces resource limitations, such as restrictions on file size and computational resources. Additionally, long-running connections may be interrupted by network issues, leading to task cancellations.

Screenshot of the Web UI demo on Huggingface:
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JacobLinCool commented Nov 6, 2023 •
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We may need to check the environmental restrictions in the lab.

  • Can we use Container?
  • Any GPU Acceleration?

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