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488 lines
7.4 KiB
488 lines
7.4 KiB
.. _api_v2.layer:
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======
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Layers
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======
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Data layer
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===========
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.. _api_v2.layer_data:
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data
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----
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.. automodule:: paddle.v2.layer
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:members: data
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:noindex:
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Fully Connected Layers
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======================
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.. _api_v2.layer_fc:
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fc
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--
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.. automodule:: paddle.v2.layer
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:members: fc
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:noindex:
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selective_fc
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------------
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.. automodule:: paddle.v2.layer
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:members: selective_fc
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:noindex:
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Conv Layers
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===========
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conv_operator
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-------------
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.. automodule:: paddle.v2.layer
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:members: conv_operator
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:noindex:
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conv_projection
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---------------
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.. automodule:: paddle.v2.layer
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:members: conv_projection
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:noindex:
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conv_shift
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----------
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.. automodule:: paddle.v2.layer
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:members: conv_shift
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:noindex:
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img_conv
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--------
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.. automodule:: paddle.v2.layer
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:members: img_conv
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:noindex:
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.. _api_v2.layer_context_projection:
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context_projection
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------------------
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.. automodule:: paddle.v2.layer
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:members: context_projection
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:noindex:
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Image Pooling Layer
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===================
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img_pool
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--------
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.. automodule:: paddle.v2.layer
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:members: img_pool
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:noindex:
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spp
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---
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.. automodule:: paddle.v2.layer
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:members: spp
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:noindex:
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maxout
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------
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.. automodule:: paddle.v2.layer
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:members: maxout
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:noindex:
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Norm Layer
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==========
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img_cmrnorm
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-----------
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.. automodule:: paddle.v2.layer
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:members: img_cmrnorm
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:noindex:
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batch_norm
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----------
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.. automodule:: paddle.v2.layer
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:members: batch_norm
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:noindex:
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sum_to_one_norm
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---------------
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.. automodule:: paddle.v2.layer
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:members: sum_to_one_norm
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:noindex:
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Recurrent Layers
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================
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recurrent
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---------
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.. automodule:: paddle.v2.layer
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:members: recurrent
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:noindex:
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lstmemory
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---------
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.. automodule:: paddle.v2.layer
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:members: lstmemory
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:noindex:
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grumemory
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---------
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.. automodule:: paddle.v2.layer
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:members: grumemory
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:noindex:
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Recurrent Layer Group
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=====================
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memory
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------
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.. automodule:: paddle.v2.layer
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:members: memory
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:noindex:
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recurrent_group
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---------------
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.. automodule:: paddle.v2.layer
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:members: recurrent_group
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:noindex:
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lstm_step
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---------
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.. automodule:: paddle.v2.layer
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:members: lstm_step
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:noindex:
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gru_step
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--------
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.. automodule:: paddle.v2.layer
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:members: gru_step
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:noindex:
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beam_search
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------------
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.. automodule:: paddle.v2.layer
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:members: beam_search
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:noindex:
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get_output
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----------
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.. automodule:: paddle.v2.layer
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:members: get_output
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:noindex:
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Mixed Layer
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===========
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.. _api_v2.layer_mixed:
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mixed
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-----
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.. automodule:: paddle.v2.layer
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:members: mixed
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:noindex:
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.. _api_v2.layer_embedding:
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embedding
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---------
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.. automodule:: paddle.v2.layer
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:members: embedding
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:noindex:
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scaling_projection
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------------------
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.. automodule:: paddle.v2.layer
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:members: scaling_projection
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:noindex:
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dotmul_projection
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-----------------
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.. automodule:: paddle.v2.layer
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:members: dotmul_projection
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:noindex:
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dotmul_operator
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---------------
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.. automodule:: paddle.v2.layer
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:members: dotmul_operator
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:noindex:
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full_matrix_projection
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----------------------
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.. automodule:: paddle.v2.layer
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:members: full_matrix_projection
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:noindex:
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identity_projection
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-------------------
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.. automodule:: paddle.v2.layer
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:members: identity_projection
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:noindex:
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table_projection
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----------------
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.. automodule:: paddle.v2.layer
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:members: table_projection
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:noindex:
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trans_full_matrix_projection
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----------------------------
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.. automodule:: paddle.v2.layer
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:members: trans_full_matrix_projection
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:noindex:
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Aggregate Layers
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================
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.. _api_v2.layer_pooling:
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pooling
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-------
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.. automodule:: paddle.v2.layer
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:members: pooling
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:noindex:
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.. _api_v2.layer_last_seq:
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last_seq
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--------
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.. automodule:: paddle.v2.layer
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:members: last_seq
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:noindex:
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.. _api_v2.layer_first_seq:
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first_seq
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---------
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.. automodule:: paddle.v2.layer
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:members: first_seq
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:noindex:
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concat
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------
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.. automodule:: paddle.v2.layer
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:members: concat
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:noindex:
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seq_concat
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----------
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.. automodule:: paddle.v2.layer
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:members: seq_concat
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:noindex:
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Reshaping Layers
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================
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block_expand
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------------
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.. automodule:: paddle.v2.layer
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:members: block_expand
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:noindex:
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.. _api_v2.layer_expand:
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expand
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------
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.. automodule:: paddle.v2.layer
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:members: expand
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:noindex:
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repeat
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------
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.. automodule:: paddle.v2.layer
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:members: repeat
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:noindex:
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rotate
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------
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.. automodule:: paddle.v2.layer
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:members: rotate
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:noindex:
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seq_reshape
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-----------
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.. automodule:: paddle.v2.layer
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:members: seq_reshape
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:noindex:
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Math Layers
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===========
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addto
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-----
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.. automodule:: paddle.v2.layer
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:members: addto
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:noindex:
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linear_comb
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-----------
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.. automodule:: paddle.v2.layer
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:members: linear_comb
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:noindex:
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interpolation
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-------------
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.. automodule:: paddle.v2.layer
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:members: interpolation
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:noindex:
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bilinear_interp
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---------------
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.. automodule:: paddle.v2.layer
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:members: bilinear_interp
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:noindex:
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power
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-----
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.. automodule:: paddle.v2.layer
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:members: power
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:noindex:
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scaling
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-------
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.. automodule:: paddle.v2.layer
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:members: scaling
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:noindex:
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slope_intercept
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---------------
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.. automodule:: paddle.v2.layer
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:members: slope_intercept
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:noindex:
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tensor
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------
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.. automodule:: paddle.v2.layer
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:members: tensor
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:noindex:
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.. _api_v2.layer_cos_sim:
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cos_sim
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-------
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.. automodule:: paddle.v2.layer
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:members: cos_sim
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:noindex:
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trans
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-----
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.. automodule:: paddle.v2.layer
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:members: trans
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:noindex:
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Sampling Layers
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===============
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maxid
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-----
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.. automodule:: paddle.v2.layer
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:members: maxid
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:noindex:
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sampling_id
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-----------
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.. automodule:: paddle.v2.layer
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:members: sampling_id
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:noindex:
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Slicing and Joining Layers
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==========================
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pad
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----
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.. automodule:: paddle.v2.layer
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:members: pad
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:noindex:
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.. _api_v2.layer_costs:
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Cost Layers
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===========
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cross_entropy_cost
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------------------
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.. automodule:: paddle.v2.layer
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:members: cross_entropy_cost
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:noindex:
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cross_entropy_with_selfnorm_cost
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--------------------------------
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.. automodule:: paddle.v2.layer
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:members: cross_entropy_with_selfnorm_cost
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:noindex:
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multi_binary_label_cross_entropy_cost
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-------------------------------------
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.. automodule:: paddle.v2.layer
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:members: multi_binary_label_cross_entropy_cost
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:noindex:
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huber_cost
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----------
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.. automodule:: paddle.v2.layer
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:members: huber_cost
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:noindex:
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lambda_cost
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-----------
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.. automodule:: paddle.v2.layer
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:members: lambda_cost
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:noindex:
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rank_cost
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---------
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.. automodule:: paddle.v2.layer
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:members: rank_cost
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:noindex:
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sum_cost
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---------
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.. automodule:: paddle.v2.layer
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:members: sum_cost
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:noindex:
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crf
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---
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.. automodule:: paddle.v2.layer
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:members: crf
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:noindex:
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crf_decoding
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------------
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.. automodule:: paddle.v2.layer
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:members: crf_decoding
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:noindex:
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ctc
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---
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.. automodule:: paddle.v2.layer
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:members: ctc
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:noindex:
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warp_ctc
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--------
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.. automodule:: paddle.v2.layer
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:members: warp_ctc
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:noindex:
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nce
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---
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.. automodule:: paddle.v2.layer
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:members: nce
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:noindex:
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hsigmoid
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---------
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.. automodule:: paddle.v2.layer
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:members: hsigmoid
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:noindex:
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Check Layer
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============
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eos
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---
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.. automodule:: paddle.v2.layer
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:members: eos
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:noindex:
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