Method as_dict

torch_utils/training_stats.py:214–226

r"""Returns the averages accumulated between the last two calls to `update()` as an `dnnlib.EasyDict`. The contents are as follows: dnnlib.EasyDict( NAME = dnnlib.EasyDict(num=FLOAT, mean=FLOAT, std=FLOAT), ... )

(self)

        return np.sqrt(max(raw_var - np.square(mean), 0))

    def as_dict(self):
        r"""Returns the averages accumulated between the last two calls to
        `update()` as an `dnnlib.EasyDict`. The contents are as follows:

            dnnlib.EasyDict(
                NAME = dnnlib.EasyDict(num=FLOAT, mean=FLOAT, std=FLOAT),
                ...
            )
        """
        stats = dnnlib.EasyDict()
        for name in self.names():
            stats[name] = dnnlib.EasyDict(num=self.num(name), mean=self.mean(name), std=self.std(name))
        return stats

    def __getitem__(self, name):
        r"""Convenience getter.