Well, could be, nvidia-smi probably also has a certain sampling rate. In any case, the performance increase tells you that it’s running on the GPU. Otherwise, if you only want to run “something” on the GPU and see it pop up in nvidia-smi you could try to run a GPU stresstest with GPUInspector.jl