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Original question:

[TDA4M]-TIDL:Understanding of ParamDebug.csv

[TDA4]TIDL-Documents on _paramDebug.csv

Timothy Huang
Prodigy 20 points

Hi,

While doing quantization analysis, we failed to find any documents on the column names in `_paramDebug.csv`, what do they mean?

Especially 'org' as in 'orgMax', 'Rel' as in 'meanRelDifference' and 'orgAtmaxDiff'.

We hope a deep understanding to these values will help us tuning our model.

Thanks.

  • 0
    TI__Mastermind 22145 points

    orgMax - Original Floating Point Maximum

    Mean of relative (in %) differences  compared to original float values 

    orgAtmaxDiff - Float value at Maximum difference

    For more details - refer the code below used for generating this information

    TIDL_CompareParams in "ti_dl\utils\tidlModelImport\tidl_import_common.cpp"