truncated_normal¶
dragon.vm.tensorflow.random.
truncated_normal
(
shape,
mean=0.0,
stddev=1.0,
dtype='float32',
seed=None,
name=None
)[source]¶Return a tensor initialized from the truncated normal distribution.
\[\text{out} \sim \mathcal{TN}(\mu, \sigma^{2}, \mu - 2\sigma, \mu + 2\sigma) \]- Parameters:
- shape (Sequence[Union[int, dragon.Tensor]]) – The shape of the tensor.
- mean (number, optional, default=0) – The value to \(\mu\).
- stddev (number, optional, default=1) – The value to \(\sigma\).
- dtype (str, optional) – The optional data type.
- seed (int, optional) – The optional random seed.
- name (str, optional) – The operation name.
- Returns:
dragon.Tensor – The output tensor.