glorot_uniform¶
dragon.random.
glorot_uniform
(
shape,
mode='fan_in',
scale=3.0,
dtype='float32',
**kwargs
)[source]¶Return a tensor initialized from the glorot uniform distribution.
\[\text{out} \sim \mathcal{U}(-\sqrt{\frac{scale}{\text{fan}}}, \sqrt{\frac{scale}{\text{fan}}}) \]- Parameters:
- shape (Sequence[Union[int, dragon.Tensor]]) – The tensor shape.
- mode ({'fan_in', 'fan_out', 'fan_avg'}, optional) – The mode to compute fans.
- scale (float, optional, default=3.0) – The scale factor to distribution.
- dtype (str, optional, default='float32') – The optional data type.
- Returns:
dragon.Tensor – The output tensor.