There is a slight impact on the perf (within 5% in most cases), but we know of a couple things that can speed things up further. Remember it’s still beta.
We’ll start adding benchmarks soon, but if you want to try things out right now, you can check the imagenet example 57, and compare it with fb.resnet.torch 48.