Machine Learning, Einsum, Python, Gaussian Mixture Model, Bioimaging.
of the r coefficients. And the upshot, ladies and gentlemen, was this: The first case produced a speed-up of 40x (300ms per iteration to 7ms) The second case produced a speed-up of 110x (847ms per iteration to 7.5ms) Our full GMM training procedure went from ~1s per x to ~0.01s per x, two full