Stan’s autodiff is 4x faster than JAX on CPU but 5x slower on GPU (in one eval)

This is Bob. JAX on my mind I’ve been thinking a lot about JAX lately. JAX is appealing to a computer scientist like me, due to its beautifully compositional architecture for coding autodiff on GPUs. Had JAX existed when we … Continue reading → …