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🚀Add SuperSimpleNet model #2428

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Commits on Nov 21, 2024

  1. Initial code structure

    Signed-off-by: Blaz Rolih <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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  2. Add feature extraction

    Signed-off-by: Blaz Rolih <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  3. Add adaptor and segdec

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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    blaz-r committed Nov 21, 2024
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  4. Format files

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  5. Add anomaly generation

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  6. Add configurable params and docstrings

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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  7. Add dosctring and fix lint issue

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  8. Implement loss and training step

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  9. Update torchFX to also support str weights

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  10. Update names

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  11. Add supervision based param settings and validation step

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  12. Add optimizer configs

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  13. Fix loss and types

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  14. Add SSN to init

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  15. Add SSN description

    Signed-off-by: Blaz Rolih <blaz.rolih@gmail.com>
    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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  16. Update supersimplenet README.md

    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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  17. Update readme with arch and results

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
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  18. Update SuperSimpleNet README.md

    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  19. Update architecture image

    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
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  20. Add SuperSimpleNet to init

    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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  21. Fix copyright location and format

    Signed-off-by: blaz.rolih <blaz.rolih@fri.uni-lj.si>
    blaz-r committed Nov 21, 2024
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Commits on Nov 25, 2024

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  2. Update SSN lightning model for v2

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    blaz-r committed Nov 25, 2024
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  3. Fix cls head to support onnx export

    Signed-off-by: blaz-r <blaz.rolih@gmail.com>
    blaz-r committed Nov 25, 2024
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Commits on Nov 27, 2024

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