Class AveragePooling3D

Average pooling operation for 3D data (spatial or spatio-temporal).

Inheritance

System.Object

Keras

Base

BaseLayer

AveragePooling3D

Implements

System.IDisposable

Inherited Members

BaseLayer.Set(BaseLayer[])

Base.Parameters

Base.None

Base.Init()

Base.ToPython()

Base.InvokeStaticMethod(Object, String, Dictionary<String, Object>)

Base.InvokeMethod(String, Dictionary<String, Object>)

Base.Item[String]

Keras.Instance

Keras.keras

Keras.keras2onnx

Keras.tfjs

Keras.Dispose()

Keras.ToTuple(Array)

Keras.ToList(Array)

System.Object.Equals(System.Object)

System.Object.Equals(System.Object, System.Object)

System.Object.GetHashCode()

System.Object.GetType()

System.Object.MemberwiseClone()

System.Object.ReferenceEquals(System.Object, System.Object)

System.Object.ToString()

Namespace: Keras.Layers

Assembly: Keras.dll

Syntax

public class AveragePooling3D : BaseLayer, IDisposable

Constructors

AveragePooling3D(Tuple<Int32, Int32, Int32>, Tuple<Int32, Int32, Int32>, String, String)

Initializes a new instance of the AveragePooling3D class.

Declaration

public AveragePooling3D(Tuple<int, int, int> pool_size = null, Tuple<int, int, int> strides = null, string padding = "valid", string data_format = "channels_last")

Parameters

Type	Name	Description
System.Tuple<System.Int32, System.Int32, System.Int32>	pool_size	tuple of 3 integers, factors by which to downscale (dim1, dim2, dim3). (2, 2, 2) will halve the size of the 3D input in each dimension.
System.Tuple<System.Int32, System.Int32, System.Int32>	strides	tuple of 3 integers, or None. Strides values.
System.String	padding	One of "valid" or "same" (case-insensitive).
System.String	data_format	A string, one of channels_last (default) or channels_first. The ordering of the dimensions in the inputs. channels_last corresponds to inputs with shape (batch, spatial_dim1, spatial_dim2, spatial_dim3, channels) while channels_first corresponds to inputs with shape(batch, channels, spatial_dim1, spatial_dim2, spatial_dim3). It defaults to the image_data_formatvalue found in your Keras config file at ~/.keras/keras.json. If you never set it, then it will be "channels_last".

Implements

System.IDisposable