Reduce ensemble transmission pars memory usage #126
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Instead of storing 3(!?) matrices representing the decoders and transforms applied to a connection originating at an ensemble only store 1. This should significantly decrease memory usage, and may lead to a speed up when removing passthrough nodes from a network.
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An additional option is to store the matrices using one of the classes from scipy.sparse though this would require another dependency. |
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Looks good to me |
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Instead of storing 3(!?) matrices representing the decoders and transforms applied to a connection originating at an ensemble only store 1. This should significantly decrease memory usage, and may lead to a speed up when removing passthrough nodes from a network.