Benchmarks for Separable Convolutions in NNlib.jl
NOTE: All the
times mentioned are in
seconds and only the forward passes are being considered. The reported time is the mean of time for ten iterations.
NOTE: Separable Convolutions => Depthwise Convolution --> Pointwise Convolution. The reverse is also a popular alternative but it might end up taking more time
|Input Dimensions||Output Dimensions||Separable Convolutions||Convolutions|