Hey, maybe it's true that I know my fair lot about acceleration devices. But, until you mentioned it, I had actually forgotten about backpropagation, which is something basic for deep learning. (Or, rather than forget, I hadn't thought about it.)

Now that you mentioned it, it makes so much sense why FPGAs might be better suited but only for inference.