Unfortunately, whos does not currently report the number of bytes used by a gpuArray on the GPU - the 4 bytes you see reported is the amount of CPU memory consumed. The number of bytes used by a gpuArray is essentially the same as the number of bytes used by the corresponding CPU array. (The only time this is not the case is for a non-square sparse gpuArray - the different sparse layouts makes a difference).