Take for instance software that models molecular interactions. This sort of code uses Newtonian equations to predict the state of a system at any given time, such as calculating the position of particles after collisions. If a simulation has the same environment and starts with the same conditions, the output should be the same, again and again. But that isn’t always the case when using Nvidia’s Titan V GPUs to crunch the numbers.