private
_inceptionblock
— function
_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 mapsout_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)