User 1273 | 2/24/2015, 3:21:13 PM
Hello, is there a way to save multiple models in a single file? Let's say I have three trained models and I want to save them in a single file and reload them later, is it possible? Even if by tweaking with the code (e.g. "reading" the models' structures and saving them in a .txt, and rebuilt it later by code)? In the latter case please be specific on what to do...
Is it possible to even save a single model to a single file (right now it is saved to a directory with various files in it)?
Also, saved models are very heavy: e.g. I have a 15 Mb model for a 30 Mb dataset. Why is that? If I use a 30 Gb dataset will I end up with a 15 Gb model? That would be completely unpractical to handle. Is there a way to reduce the saved model dimension?