# The fastest 2D convolution in the world

Convolutions are essential components of any neural networks, image processing, computer vision ... but these are also a bottleneck in terms of computations... I will here benchmark different solutions using numpy, scipy or tensorflow. This is work-in-progress, so that any suggestion is welcome (for instance on StackExchange!