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Running LightGlue Model on Docker for VOXL 2 Mini

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  • Manu Bhardwaj 0M Offline
    Manu Bhardwaj 0M Offline
    Manu Bhardwaj 0
    wrote on last edited by
    #1

    Hello Thomas,

    I am currently working on a project to convert the LightGlue model from PyTorch to ONNX/TensorFlow and optimize it for Qualcomm's DSP on the VOXL 2 Mini. The goal is to achieve efficient model execution with a target performance of 1 FPS, I want to use the docker on the chip.

    Can you please guide me on this?

    Thank you!

    Best,
    Manu

    Eric KatzfeyE 1 Reply Last reply
    0
    • Manu Bhardwaj 0M Manu Bhardwaj 0

      Hello Thomas,

      I am currently working on a project to convert the LightGlue model from PyTorch to ONNX/TensorFlow and optimize it for Qualcomm's DSP on the VOXL 2 Mini. The goal is to achieve efficient model execution with a target performance of 1 FPS, I want to use the docker on the chip.

      Can you please guide me on this?

      Thank you!

      Best,
      Manu

      Eric KatzfeyE Offline
      Eric KatzfeyE Offline
      Eric Katzfey
      ModalAI Team
      wrote on last edited by
      #2

      @Manu-Bhardwaj-0 Do you have a specific question? Are you having trouble installing Docker?

      Manu Bhardwaj 0M 1 Reply Last reply
      0
      • Eric KatzfeyE Eric Katzfey

        @Manu-Bhardwaj-0 Do you have a specific question? Are you having trouble installing Docker?

        Manu Bhardwaj 0M Offline
        Manu Bhardwaj 0M Offline
        Manu Bhardwaj 0
        wrote on last edited by Manu Bhardwaj 0
        #3

        @Eric-Katzfey I am not able to run pythorch/Onnx model on GPU or NPU, do we have any examples for that?
        I could only find the tflite examples.

        I was able to run the Light Glue model on docker with CPU.

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