initializers.rst

API - Initializers

To make TensorLayerX simple, TensorLayerX only warps some basic initializers. For more complex activation, TensorFlow(MindSpore, PaddlePaddle, PyTorch) API will be required.

.. automodule:: tensorlayerx.nn.initializers

.. autosummary::

   Initializer
   Zeros
   Ones
   Constant
   RandomUniform
   RandomNormal
   TruncatedNormal
   HeNormal
   deconv2d_bilinear_upsampling_initializer
   XavierNormal
   XavierUniform

Initializer

.. autoclass:: Initializer

Zeros

.. autoclass:: Zeros

Ones

.. autoclass:: Ones

Constant

.. autoclass:: Constant

RandomUniform

.. autoclass:: RandomUniform

RandomNormal

.. autoclass:: RandomNormal

TruncatedNormal

.. autoclass:: TruncatedNormal

HeNormal

.. autoclass:: HeNormal

deconv2d_bilinear_upsampling_initializer

.. autofunction:: deconv2d_bilinear_upsampling_initializer

XavierNormal

.. autoclass:: XavierNormal

XavierUniform

.. autoclass:: XavierUniform