Biases are a NO-NO#

Do not use biases. They deploy a lot of overhead on the chip in terms of computation and consequently power. At the moment, we do not support deploying models with biases BUT there are no warnings to tell you when you do use biases. So watch out!

Event driven vs time-step based evaluation#

These are not the same thing, even though ALL of our pytorch model simulations are time-step based! So you might run into cases where your hardware produces a different result to that from your simulation.