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I think we should think about moving more and more things to pytrees, i.e. recordings, externals. This would enable us to use tree_map etc. to operate on them more efficiently. Related to #555.
For example, we can make channels and synapses pytrees. This way, we would not need to add the params to jaxnodes / jaxedges seperately. This also means params / states could be nested, i.e. useful for NODEs as well.
I think we should think about moving more and more things to pytrees, i.e. recordings, externals. This would enable us to use tree_map etc. to operate on them more efficiently. Related to #555.
For example, we can make channels and synapses pytrees. This way, we would not need to add the params to
jaxnodes
/jaxedges
seperately. This also means params / states could be nested, i.e. useful for NODEs as well.The Modules themselves could also be potentially converted to pytrees.
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