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    • Shixin's avatar
      [MobileNet] Add Mobilenet Backbone Implementation (#9303) · e61588cd
      Shixin authored
      
      
      * factor make_divisible function and move round_filters to nn_layers
      
      * modify SqueezeExcitation to add two additional parameter: divisible_by and gating_activation
      
      * modify the InvertedBottleneckBlock to include 1. use_depthwise, 2. use_residual, 3. regularize_depthwise additional boolean flag; Add control for depthwise activation and regularizer; remove expand_ratio from SqueezeExcitation
      
      * add Conv2DBNBlock definition
      
      * add mobilenet v2, v3 implementation
      
      * add mobilenet v1
      
      * put mobilenet_base into class body
      
      * fix a type hint error
      
      * the invertedbottlenetblock is different for mobilenet and efficientnet. Made necessary changes to cope both.
      
      * add target_backbone while call invertedbottleneckblock
      
      * add relu6 and hard_sigmoid
      
      * add test for mobilenet
      
      * add mobilenet to factory
      
      * fix some typo; link the reference to the architectures
      
      * remove future import
      Co-authored-by: default avatarShixin Luo <luoshixin@google.com>
      e61588cd
  36. 02 Sep, 2020 1 commit