That's not too surprising ;). The size of a saved model depends on several things, including # of input fields, model parameters that affect how cells connect, and how much data the model has seen. There are thousands of connections between cells that need to be persisted when a model is saved. I have seen serialized models be much larger than 50MB. --------- Matt Taylor OS Community Flag-Bearer Numenta
On Thu, Dec 17, 2015 at 8:06 AM, Karin Valisova <[email protected]> wrote: > Hello! > > I've been playing around with serialization under opf framework and I > noticed that when using the typical model for temporal anomaly detection > > https://github.com/numenta/nupic/blob/master/examples/opf/clients/hotgym/anomaly/one_gym/model_params/rec_center_hourly_model_params.py > > The size of saved file gets surprisingly large ~ 50 Mb. What is the reason > for this? If I understand correctly, only the states of temporal and spatial > pooler should be enough to reload a network, right? Or am I forgetting about > some extra data stored? > > Thank you! > Karin
