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WEBENCH® Tools: How to evaluate the TAD2x performance? and how much Compute Capability does TDA2x have?

user6238952
Prodigy 55 points
Other Parts Discussed in Thread: TDA2

Tool/software: WEBENCH® Design Tools

Hi,

We now want to choose one processor to do something, and we may use CNN method or trandtional method such as OpenCV. Thus, we need to know some detail information about TDA2x,  First, how much Compute Capability does TDA2x have? Second, what operations of opencv does TDA2x supports? Third, what operations of deep learning does TDA2x supports? The last but not the least, How to evaluate the TAD2x performance? Which performance indicators need to be viewed?

Regards,

vic.wang

  • 0
    TI__Mastermind 42515 points

    Hi,

    please check this Application Note for TDA2x performance:

    You can download VisionSDK for TDA2x devices:

    and when install it, check the following documents for supported fatures and performance info about TI Deep Learning library:

    PROCESSOR_SDK_VISION_03_07_00_00/ti_components/algorithms/REL.TIDL.01.01.03.00/TIDeepLearningLibrary_ReleaseNotes.pdf

    PROCESSOR_SDK_VISION_03_07_00_00/ti_components/algorithms/REL.TIDL.01.01.03.00/modules/ti_dl/docs/TIDeepLearningLibrary_DataSheet.pdf

    OpenCV is no longer supported on TDA2, DSP and EVE libraries can be used.

    Regards,

    Yordan

  • 0 in reply to Yordan Kamenov
    Expert 1290 points

    Hi,

        OpenCV not supported on TDA2X?  I see the usecase vip_single_cam_opencvcanny_sgx_display, which use opencvcanny alg link.And both PROCESSOR_SDK_VISION_03_01_00_00 and PROCESSOR_SDK_VISION_03_07_00_00 have the opencv usecase.
        I thought i can generate a new alg link which will use OpenCV to realize ourself algrithm.

        Am I right?

  • 0 in reply to bin li2
    TI__Mastermind 42515 points

    Hi,

    OpenCV build infrastructure has been deprecated since several release. The prebuilt OpenCV can be used, but you won't be able to add/modify new kernels.

    Regards,

    Yordan