Method gaussian

python/singa/tensor.py:513–529

Generate a value for each element following a Gaussian distribution. Args: mean (float): mean of the distribution std (float): standard variance of the distribution inplace: inplace flag Returns: this tensor

(self, mean, std, inplace=True)

        return self

    def gaussian(self, mean, std, inplace=True):
        '''Generate a value for each element following a Gaussian distribution.

        Args:
            mean (float): mean of the distribution
            std (float): standard variance of the distribution
            inplace: inplace flag

        Returns:
            this tensor
        '''
        if not inplace:
            # return new tensor
            raise NotImplementedError

        singa.Gaussian(float(mean), float(std), self.data)
        return self

    def uniform(self, low, high, inplace=True):
        '''Generate a value for each element following a uniform distribution.