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From GitBox <>
Subject [GitHub] [singa] nudles commented on issue #691: Add save and load method for Module class
Date Fri, 15 May 2020 11:18:43 GMT

nudles commented on issue #691:

   > I guess "high/low priority" refers to the preference? In the "low priority" option,
the `save` and `load` is non intrusive/not part of class `module`.
   > Personally, serialization, is a mechanism telling how to handle a class, is preferred
to be non intrusive/ not part of the class. The class itself is a structure. For example `mymodel
= MyModel(); mymodel.load(fp)`. Maybe can be `mymodel=singa.module.load(fp)`
   we provide two approaches.
   1. save and load as class method. The disk file is in onnx format. Major application scenario:
checkpoint and restore training. Or rename is to checkpoint() and restore().
   2. and singa.load(). Major application scenario: we do not have the code of
MyModule and only have the serialized model. The disk file is in pickle format as we use pickle
to serialize MyModule class.

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