I have a sub-network of ensembles and passthrough nodes. Upon including it in an SNN, it takes a lot of time to compile. I followed @xchoo suggestion here, however it doesn’t help my case and takes forever to compile.
Few extra info about the sub-network - if I remove the ensembles and associated connections, i.e. only passthrough nodes remain… then it doesn’t take much time to compile (less than an hour compared to around 6 hours with ensembles in). So I guess… the presence of ensembles (and associated connections) in my sub-network is the root cause of significantly increased compilation time, and probably I can’t get past it.
So, with a larger/deeper SNN, I expect the compilation time to shoot off to days! I was wondering if there’s a way in NengoDL to save the intermediate stages of compilation so that I can resume the compilation as per my convenience? Please let me know!