The issue with LaTex is that diagrams and tables are a nightmare to deal with, but I've been meaning to get to that once I have some time (swamped atm). XCepti

The issue with LaTex is that diagrams and tables are a nightmare to deal with, but I've been meaning to get to that once I have some time (swamped atm). XCeption is not compared because XCeption doesn't have any results on CIFAR, and this was meant to be a fast inference model, which XCeption is not. I do provide links to full resolution images of the network topology. A comparison of parameter count, FLOPs and other performance figures would probably be useful, you're right, I'll add that as soon as I have time. MobileNets came out after this, and I haven't updated it in the meantime. I used Keras but there are some internal tools, namely a data loader, a visualization tool, a replication environment and an optimizer that I'm not allowed to share externally. Hope you found it interesting, and thanks for the feedback!!