I am asking a probably stupid question about the Module API, though I am unable to figure that out for two days.
I want to manually change the parameters of a network during training and don’t know how to do this. Specifically, I am writing a method to perform spectral normalization, which divides all weights in a network by some value.
I have found in documents that the parameters of a module are stored in “self._exec_group.param_arrays” and “self._kvstore”, and I need to change both of them. But I don’t know how to replace the values in a “kvstore” object, whose updater has been set as an optimizer. Does anyone have idea about the problem? Is there any alternative way for achieving my purpose?
（I am using Module API because I am adapting a program from github, which uses Module API, and I am reluctant to rewrite it using Gluon or other deep learning frameworks.）