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553 lines
8.9 KiB
553 lines
8.9 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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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.fc
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:noindex:
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selective_fc
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------------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.conv_operator
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:noindex:
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conv_projection
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---------------
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.. autofunction:: paddle.v2.layer.conv_projection
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:noindex:
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conv_shift
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----------
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.. autofunction:: paddle.v2.layer.conv_shift
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:noindex:
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img_conv
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--------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.context_projection
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:noindex:
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row_conv
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--------
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.. autofunction:: paddle.v2.layer.row_conv
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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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.. autofunction:: paddle.v2.layer.img_pool
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:noindex:
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spp
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---
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.. autofunction:: paddle.v2.layer.spp
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:noindex:
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maxout
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------
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.. autofunction:: paddle.v2.layer.maxout
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:noindex:
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roi_pool
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--------
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.. autofunction:: paddle.v2.layer.roi_pool
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:noindex:
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pad
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----
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.. autofunction:: paddle.v2.layer.pad
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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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.. autofunction:: paddle.v2.layer.img_cmrnorm
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:noindex:
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batch_norm
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----------
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.. autofunction:: paddle.v2.layer.batch_norm
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:noindex:
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sum_to_one_norm
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---------------
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.. autofunction:: paddle.v2.layer.sum_to_one_norm
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:noindex:
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cross_channel_norm
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------------------
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.. autofunction:: paddle.v2.layer.cross_channel_norm
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:noindex:
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row_l2_norm
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-----------
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.. autofunction:: paddle.v2.layer.row_l2_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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.. autofunction:: paddle.v2.layer.recurrent
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:noindex:
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lstmemory
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---------
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.. autofunction:: paddle.v2.layer.lstmemory
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:noindex:
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grumemory
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---------
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.. autofunction:: paddle.v2.layer.grumemory
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:noindex:
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gated_unit
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-----------
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.. autofunction:: paddle.v2.layer.gated_unit
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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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.. autofunction:: paddle.v2.layer.memory
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:noindex:
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recurrent_group
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---------------
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.. autofunction:: paddle.v2.layer.recurrent_group
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:noindex:
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lstm_step
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---------
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.. autofunction:: paddle.v2.layer.lstm_step
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:noindex:
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gru_step
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--------
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.. autofunction:: paddle.v2.layer.gru_step
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:noindex:
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beam_search
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------------
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.. autofunction:: paddle.v2.layer.beam_search
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:noindex:
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get_output
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----------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.embedding
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:noindex:
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scaling_projection
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------------------
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.. autofunction:: paddle.v2.layer.scaling_projection
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:noindex:
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dotmul_projection
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-----------------
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.. autofunction:: paddle.v2.layer.dotmul_projection
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:noindex:
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dotmul_operator
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---------------
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.. autofunction:: paddle.v2.layer.dotmul_operator
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:noindex:
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full_matrix_projection
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----------------------
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.. autofunction:: paddle.v2.layer.full_matrix_projection
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:noindex:
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identity_projection
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-------------------
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.. autofunction:: paddle.v2.layer.identity_projection
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:noindex:
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slice_projection
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-------------------
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.. autofunction:: paddle.v2.layer.slice_projection
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:noindex:
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table_projection
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----------------
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.. autofunction:: paddle.v2.layer.table_projection
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:noindex:
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trans_full_matrix_projection
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----------------------------
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.. autofunction:: paddle.v2.layer.trans_full_matrix_projection
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:noindex:
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Aggregate Layers
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================
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AggregateLevel
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--------------
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.. autoclass:: paddle.v2.layer.AggregateLevel
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:noindex:
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.. _api_v2.layer_pooling:
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pooling
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-------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.first_seq
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:noindex:
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sub_seq
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---------
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.. autofunction:: paddle.v2.layer.sub_seq
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:noindex:
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concat
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------
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.. autofunction:: paddle.v2.layer.concat
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:noindex:
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seq_concat
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----------
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.. autofunction:: paddle.v2.layer.seq_concat
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:noindex:
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seq_slice
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---------
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.. autofunction:: paddle.v2.layer.seq_slice
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:noindex:
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sub_nested_seq
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--------------
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.. autofunction:: paddle.v2.layer.sub_nested_seq
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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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.. autofunction:: paddle.v2.layer.block_expand
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:noindex:
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.. _api_v2.layer_expand:
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ExpandLevel
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-----------
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.. autoclass:: paddle.v2.layer.ExpandLevel
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:noindex:
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expand
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------
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.. autofunction:: paddle.v2.layer.expand
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:noindex:
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repeat
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------
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.. autofunction:: paddle.v2.layer.repeat
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:noindex:
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rotate
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------
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.. autofunction:: paddle.v2.layer.rotate
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:noindex:
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seq_reshape
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-----------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.addto
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:noindex:
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linear_comb
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-----------
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.. autofunction:: paddle.v2.layer.linear_comb
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:noindex:
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interpolation
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-------------
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.. autofunction:: paddle.v2.layer.interpolation
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:noindex:
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bilinear_interp
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---------------
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.. autofunction:: paddle.v2.layer.bilinear_interp
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:noindex:
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dropout
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--------
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.. autofunction:: paddle.v2.layer.dropout
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:noindex:
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dot_prod
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---------
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.. autofunction:: paddle.v2.layer.dot_prod
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:noindex:
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out_prod
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--------
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.. autofunction:: paddle.v2.layer.out_prod
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:noindex:
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power
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-----
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.. autofunction:: paddle.v2.layer.power
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:noindex:
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scaling
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-------
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.. autofunction:: paddle.v2.layer.scaling
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:noindex:
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clip
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----
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.. autofunction:: paddle.v2.layer.clip
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:noindex:
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resize
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------
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.. autofunction:: paddle.v2.layer.resize
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:noindex:
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slope_intercept
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---------------
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.. autofunction:: paddle.v2.layer.slope_intercept
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:noindex:
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tensor
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------
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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.cos_sim
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:noindex:
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l2_distance
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-----------
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.. autofunction:: paddle.v2.layer.l2_distance
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:noindex:
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trans
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-----
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.. autofunction:: paddle.v2.layer.trans
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:noindex:
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scale_shift
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-----------
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.. autofunction:: paddle.v2.layer.scale_shift
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:noindex:
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factorization_machine
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---------------------
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.. autofunction:: paddle.v2.layer.factorization_machine
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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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.. autofunction:: paddle.v2.layer.max_id
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:noindex:
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sampling_id
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-----------
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.. autofunction:: paddle.v2.layer.sampling_id
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:noindex:
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multiplex
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---------
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.. autofunction:: paddle.v2.layer.multiplex
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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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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.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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.. autofunction:: paddle.v2.layer.multi_binary_label_cross_entropy_cost
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:noindex:
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classification_cost
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-------------------
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.. autofunction:: paddle.v2.layer.classification_cost
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:noindex:
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huber_regression_cost
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-------------------------
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.. autofunction:: paddle.v2.layer.huber_regression_cost
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:noindex:
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huber_classification_cost
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-------------------------
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.. autofunction:: paddle.v2.layer.huber_classification_cost
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:noindex:
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lambda_cost
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-----------
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.. autofunction:: paddle.v2.layer.lambda_cost
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:noindex:
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square_error_cost
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-----------------
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.. autofunction:: paddle.v2.layer.square_error_cost
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:noindex:
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rank_cost
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---------
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.. autofunction:: paddle.v2.layer.rank_cost
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:noindex:
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sum_cost
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---------
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.. autofunction:: paddle.v2.layer.sum_cost
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:noindex:
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crf
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---
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.. autofunction:: paddle.v2.layer.crf
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:noindex:
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crf_decoding
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------------
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.. autofunction:: paddle.v2.layer.crf_decoding
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:noindex:
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ctc
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---
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.. autofunction:: paddle.v2.layer.ctc
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:noindex:
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warp_ctc
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--------
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.. autofunction:: paddle.v2.layer.warp_ctc
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:noindex:
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nce
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---
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.. autofunction:: paddle.v2.layer.nce
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:noindex:
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hsigmoid
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---------
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.. autofunction:: paddle.v2.layer.hsigmoid
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:noindex:
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smooth_l1_cost
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--------------
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.. autofunction:: paddle.v2.layer.smooth_l1_cost
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:noindex:
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multibox_loss
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--------------
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.. autofunction:: paddle.v2.layer.multibox_loss
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:noindex:
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detection_output
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----------------
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.. autofunction:: paddle.v2.layer.detection_output
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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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.. autofunction:: paddle.v2.layer.eos
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:noindex:
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Activation
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==========
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prelu
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--------
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.. autofunction:: paddle.v2.layer.prelu
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:noindex:
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