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 http://www.apache.org/licenses/LICENSE-2.0

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gluon.nn

Gluon provides a large number of build-in neural network layers in the following two modules:

.. Don't add toctree to these two modules, otherwise it will generate two pages in the global TOC

.. autosummary:: :nosignatures:

mxnet.gluon.nn

We group all layers in these two modules according to their categories.

.. currentmodule:: mxnet.gluon

Sequential Containers

.. autosummary:: :nosignatures:

nn.Sequential
nn.HybridSequential

Concatenation Containers

.. autosummary:: :nosignatures:

nn.Concatenate
nn.HybridConcatenate

Basic Layers

.. autosummary:: :nosignatures:

nn.Dense
nn.Activation
nn.Dropout
nn.Flatten
nn.Lambda
nn.HybridLambda
nn.Identity

Convolutional Layers

.. autosummary:: :nosignatures:

nn.Conv1D
nn.Conv2D
nn.Conv3D
nn.Conv1DTranspose
nn.Conv2DTranspose
nn.Conv3DTranspose
nn.DeformableConvolution
nn.ModulatedDeformableConvolution

Pixel Shuffle Layers

.. autosummary:: :nosignatures:

nn.PixelShuffle1D
nn.PixelShuffle2D
nn.PixelShuffle3D

Pooling Layers

.. autosummary:: :nosignatures:

nn.MaxPool1D
nn.MaxPool2D
nn.MaxPool3D
nn.AvgPool1D
nn.AvgPool2D
nn.AvgPool3D
nn.GlobalMaxPool1D
nn.GlobalMaxPool2D
nn.GlobalMaxPool3D
nn.GlobalAvgPool1D
nn.GlobalAvgPool2D
nn.GlobalAvgPool3D
nn.ReflectionPad2D

Normalization Layers

.. autosummary:: :nosignatures:

nn.BatchNorm
nn.InstanceNorm
nn.LayerNorm
nn.SyncBatchNorm

Embedding Layers

.. autosummary:: :nosignatures:

nn.Embedding

Advanced Activation Layers

.. autosummary:: :nosignatures:

nn.LeakyReLU
nn.PReLU
nn.ELU
nn.SELU
nn.Swish
nn.SiLU
nn.GELU

API Reference

.. automodule:: mxnet.gluon.nn :members: :imported-members: :autosummary: