[mlpack-git] [mlpack/mlpack] Inception layer (#757)

Nilay Jain notifications at github.com
Sun Aug 14 09:09:40 EDT 2016


> +
> +The output array has the same spatial size as the input. In order to
> +satisfy this, Inception module uses appropriate padding for each
> +convolution and pooling.
> +
> +See: `Going Deeper with Convolutions <http://arxiv.org/abs/1409.4842>`_.
> +
> +*/
> +
> +template<typename InputDataType = arma::cube,
> +         typename OutputDataType = arma::cube>
> +class InceptionLayer
> +{
> + public:
> +  //! Locally-stored number of input maps.
> +  size_t inMaps;

When writing tests I access the layers from the InceptionLayer object. I will put the variables as private and let layers remain as public.

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