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An error occurs when converting the yolo v8 model to onnx and then to rknn.

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  • E
    etrin last edited by Dec 2, 2023, 10:10 AM

    An error occurs when converting the yolo v8 model to onnx and then to rknn.
    The error message is -> "DatainEntries overflow, need to tiling more, datain_entries: 2114, limitation: 2048"
    Although converted to rknn, the model fails to load.Is there a way to reduce the model size?

    I tried referring to several sites, but none of them gave reasonable information.
    Even if I try to use a Docker image, I cannot download it from Baidu.
    Please share your advice and materials. Thanks for reading.
    have a good day.

    G 2 Replies Last reply Dec 2, 2023, 11:40 AM Reply Quote 0
    • G
      george @etrin last edited by Dec 2, 2023, 11:35 AM

      @etrin
      I have emailed you the latest RKNN tool, please use the most detailed tool for conversion.

      1 Reply Last reply Reply Quote 0
      • G
        george @etrin last edited by Dec 2, 2023, 11:40 AM

        @etrin
        Due to the large size of the attachment, the service provider is unable to deliver it. I will upload the latest tool to OneDrive and provide the address for download later.
        6519d7ab-a945-4aa0-b06c-7f2928a96b07-image.png

        E 1 Reply Last reply Dec 3, 2023, 2:47 AM Reply Quote 0
        • E
          etrin @george last edited by Dec 3, 2023, 2:47 AM

          @george Thank you. Please tell me the download address.

          G 1 Reply Last reply Dec 4, 2023, 6:01 AM Reply Quote 0
          • G
            george @etrin last edited by george Dec 4, 2023, 6:06 AM Dec 4, 2023, 6:01 AM

            @etrin
            The first NPU SDK has been uploaded to onedrive, download and test it in the following directory:
            https://coolpi-my.sharepoint.com/personal/coolpi_coolpi_onmicrosoft_com/_layouts/15/onedrive.aspx?ga=1&id=%2Fpersonal%2Fcoolpi_coolpi_onmicrosoft_com%2FDocuments%2Fcoolpi%2Fcoolpi%2FRK_NPU_SDK
            edb74c57-e739-4e43-b533-ef6f57e6e211-image.png

            E 1 Reply Last reply Dec 4, 2023, 11:34 PM Reply Quote 0
            • E
              etrin @george last edited by Dec 4, 2023, 11:34 PM

              @george Thank you. Have a good day.

              1 Reply Last reply Reply Quote 0
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