4 ms·
This is really fun, and beautiful. Also, despite what people are saying about the learning rates being unrealistic, the findings also really fit well with my ow
by fancyfredbot 3y ago
This is really fun, and beautiful. Also, despite what people are saying about the learning rates being unrealistic, the findings also really fit well with my own experience in using optimisation algorithms in the real world. If our code ever had a significant results difference between processor architectures (e.g. a machine taking an avx code path vs an sse one) you could be sure that every time the difference began during execution of an optimisation algorithm. The chaotic sensitivity to initial conditions really showed up there, just as it did in the author's newton solver plot. Although I have knew at some level that this behaviour was chaotic it never would have occurred to me to ask if it made a pretty fractal!