Eulerian Video Magnification in hand-written CUDA: up to 1,650x faster than the NumPy baseline (motion pipeline, half precision, compute-only on an RTX 3090). Five more backends (Metal, Vulkan, OpenCL, PyTorch, NumPy) so it runs without an NVIDIA card, every one checked against the original authors' published output.