Layerwise Magnitude Based Pruning

• Takes the lowest values per layer in the network and prunes.
• Modifying the global layerwise and applying it per layer instead.
• To do this, we first make a copy of the weights. Then for every layer in the array, we find the least n values, take the nth value and set all the others to 0.
• As an edge case, if the number of elements entered is greater than the total length of the layer, then the entire layer is set to 0.