Class MoCoConfig

Namespace

AiDotNet.SelfSupervisedLearning

Assembly

AiDotNet.dll

MoCo-specific configuration settings.

public class MoCoConfig

Inheritance

object

MoCoConfig

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Remarks

For Beginners: MoCo (Momentum Contrast) uses a memory queue and momentum encoder to provide consistent negative samples without large batch sizes.

Properties

Momentum

Gets or sets the momentum coefficient for the momentum encoder.

public double? Momentum { get; set; }

Property Value

double?

Remarks

Default: 0.999

Higher momentum = slower updates = more stable negatives.

QueueSize

Gets or sets the size of the memory queue.

public int? QueueSize { get; set; }

Property Value

int?

Remarks

Default: 65536

Larger queues provide more negative samples.

UseMLPProjector

Gets or sets whether to use MLP projection head (MoCo v2+).

public bool? UseMLPProjector { get; set; }

Property Value

bool?

Remarks

Default: true

Methods

GetConfiguration()

Gets the configuration as a dictionary.

public IDictionary<string, object> GetConfiguration()

Returns

IDictionary<string, object>