From ANN_MLP to dnn

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Thank you very much for your answer

In fact, I’m predicting (classifying pixels) with an ANN_MLP at pixel level, with 4 or 5 inputs (corresponding to values in pixel at each of the channels of an image with 4 or 5 channels)

I predict only for pixels that pass some filters, for instance 1,000 pixels extracted from a 1024 x 512 image

Wouldn’t it be faster to execute that on a GPU using a dnn network?

Thanks in advance for your answer