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Test for automatic augmentations with EfficientNet example and CI #4695

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Commits on Mar 7, 2023

  1. Automatic augmentations gallery

    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Rename the selection operator
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Use random.uniform discrete mode
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Pass kwargs directly
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Assure uniform choice of manitudes in TA
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    AutoAugment: coallsce pollicies
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Avoid unnecessary casts in color operations expressed in terms of arithm ops
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    AutoContrast, one less float32 intermediate result
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Expose select operator
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Review rework, usage lessons learnt from the expiriments
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Adjust the docs
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Better handling of non-unique names, better custom kwargs handling, improved error messaging
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Rework pretty_select and utils
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Linter complaints
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Private modules
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Simplify docs, simplify code
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Move policy to separate module
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    More (and more intelegible) docs
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Type annotations
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Improved error reporting for as_param
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    More specific callable annotations
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Polish names
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Better error messaging, polishing
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Better error-reporting, warnings, default random_sign
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Make Aug private
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Wrapper tests
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    More tests
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    More tests
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Test select
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    More tests
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    
    Shape passing fix
    
    Signed-off-by: Kamil Tokarski <ktokarski@nvidia.com>
    stiepan authored and klecki committed Mar 7, 2023
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  2. Add EfficientNet subset of Classification/ConvNets from JoC

    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    
    Delete unused files from the example
    
    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    
    Keep only one EfficientNet layout
    
    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    
    Propagate defaults for EfficientNet training from yml to main.py
    
    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    
    Add implementation for DALI AA and TA with readme
    
    Adjust some configuration options to accomodate it.
    Remove the obsolete pipeline
    
    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    
    Add L3 test with benchmarks
    
    The test run 1 less epoch than the readme to make it a bit shorter
    
    Signed-off-by: Krzysztof Lecki <klecki@nvidia.com>
    klecki committed Mar 7, 2023
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