xlstm_jax.models.xlstm_clean.components.feedforward
===================================================

.. py:module:: xlstm_jax.models.xlstm_clean.components.feedforward


Attributes
----------

.. autoapisummary::

   xlstm_jax.models.xlstm_clean.components.feedforward._act_fn_registry


Classes
-------

.. autoapisummary::

   xlstm_jax.models.xlstm_clean.components.feedforward.FeedForwardConfig
   xlstm_jax.models.xlstm_clean.components.feedforward.GatedFeedForward


Functions
---------

.. autoapisummary::

   xlstm_jax.models.xlstm_clean.components.feedforward.get_act_fn
   xlstm_jax.models.xlstm_clean.components.feedforward.create_feedforward


Module Contents
---------------

.. py:data:: _act_fn_registry

.. py:function:: get_act_fn(act_fn_name)

.. py:class:: FeedForwardConfig

   Bases: :py:obj:`xlstm_jax.models.xlstm_clean.utils.UpProjConfigMixin`


   .. py:attribute:: proj_factor
      :type:  float
      :value: 1.3



   .. py:attribute:: act_fn
      :type:  str
      :value: 'gelu'



   .. py:attribute:: embedding_dim
      :type:  int
      :value: -1



   .. py:attribute:: dropout
      :type:  float
      :value: 0.0



   .. py:attribute:: bias
      :type:  bool
      :value: False



   .. py:attribute:: ff_type
      :type:  Literal['ffn_gated']
      :value: 'ffn_gated'



   .. py:attribute:: dtype
      :type:  str
      :value: 'bfloat16'



   .. py:attribute:: _num_blocks
      :type:  int
      :value: 1



   .. py:property:: _dtype
      :type: jax.numpy.dtype


      Returns the real dtype instead of the str from configs.

      :returns: The jnp dtype corresponding to the string value.


   .. py:attribute:: round_proj_up_dim_up
      :type:  bool
      :value: True



   .. py:attribute:: round_proj_up_to_multiple_of
      :type:  int
      :value: 64



   .. py:attribute:: _proj_up_dim
      :type:  int
      :value: None



   .. py:method:: _set_proj_up_dim(embedding_dim)


.. py:class:: GatedFeedForward

   Bases: :py:obj:`flax.linen.Module`


   .. py:attribute:: config
      :type:  FeedForwardConfig


.. py:function:: create_feedforward(config)