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private _inceptionblockfunction

_inceptionblock(inplanes, out_1x1, red_3x3, out_3x3, red_5x5, out_3x3, pool_proj)

Create an inception module for use in GoogLeNet (reference).

Arguments

  • inplanes: the number of input feature maps
  • out_1x1: the number of output feature maps for the 1x1 convolution (branch 1)
  • red_3x3: the number of output feature maps for the 3x3 reduction convolution (branch 2)
  • out_3x3: the number of output feature maps for the 3x3 convolution (branch 2)
  • red_5x5: the number of output feature maps for the 5x5 reduction convolution (branch 3)
  • out_5x5: the number of output feature maps for the 5x5 convolution (branch 3)
  • pool_proj: the number of output feature maps for the pooling projection (branch 4)