init.py 文件源码

python
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项目:pytorch 作者: tylergenter 项目源码 文件源码
def normal(tensor, mean=0, std=1):
    """Fills the input Tensor or Variable with values drawn from the normal distribution :math:`N(mean, std)`.

    Args:
        tensor: an n-dimensional torch.Tensor or autograd.Variable
        mean: the mean of the normal distribution
        std: the standard deviation of the normal distribution

    Examples:
        >>> w = torch.Tensor(3, 5)
        >>> nn.init.normal(w)
    """
    if isinstance(tensor, Variable):
        normal(tensor.data, mean=mean, std=std)
        return tensor

    return tensor.normal_(mean, std)
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