Most shoe manufacturers discourage machine washing of joggers and sneakers. But some simple canvas or all-synthetic shoes can safely take a spin in the washer. Before cleaning any type of jogger or sneaker, check the label instructions. You may want to purchase a sneaker care kit designed for athletic shoes, particularly if you have leather shoes.