Class MobileNetSearchSpace<T>

Namespace

AiDotNet.AutoML.SearchSpace

Assembly

AiDotNet.dll

Defines the MobileNet-based search space for neural architecture search. Includes inverted residual blocks, depthwise separable convolutions, and squeeze-excitation.

public class MobileNetSearchSpace<T> : SearchSpaceBase<T>

Type Parameters

T

The numeric type for calculations

Inheritance

object

SearchSpaceBase<T>

MobileNetSearchSpace<T>

Inherited Members

SearchSpaceBase<T>.Operations

SearchSpaceBase<T>.MaxNodes

SearchSpaceBase<T>.InputChannels

SearchSpaceBase<T>.OutputChannels

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

MobileNetSearchSpace()

public MobileNetSearchSpace()

Properties

DepthMultiplier

Depth multiplier for scaling network depth

public double DepthMultiplier { get; set; }

Property Value

double

ExpansionRatios

Expansion ratios for inverted residual blocks

public List<int> ExpansionRatios { get; set; }

Property Value

List<int>

KernelSizes

Kernel sizes to search over

public List<int> KernelSizes { get; set; }

Property Value

List<int>

WidthMultiplier

Width multiplier for scaling channel counts

public double WidthMultiplier { get; set; }

Property Value

double