Struct WorkerFactory.WorkerConfiguration

Worker configuration compareAgainstType if different than the worker type, the model will be run on both backend and result of every layer will be compared, checking for divergence. Great for debugging, but very slow because of the sync needed. verbose will log scheduling of layers execution to the console (default == false). compareLogLevel define how difference will be reported (default == Warning). compareEpsilon the maximum tolerance before a difference is reported (default == 0.0001f).

Inherited Members

ValueType.Equals(object)

ValueType.GetHashCode()

ValueType.ToString()

object.Equals(object, object)

object.GetType()

object.ReferenceEquals(object, object)

Namespace: Unity.Barracuda

Assembly: Unity.Barracuda.dll

Syntax

public struct WorkerFactory.WorkerConfiguration

Constructors

WorkerConfiguration(Type, bool, LogLevel, float, bool)

Construct worker configuration

Declaration

public WorkerConfiguration(WorkerFactory.Type compareAgainstType, bool verbose = false, CompareOpsUtils.LogLevel compareLogLevel = LogLevel.Warning, float compareEpsilon = 0.0001, bool takeoverWeights = false)

Parameters

Type	Name	Description
WorkerFactory.Type	compareAgainstType	Compare layer by layer outputs against other worker type
bool	verbose	Print debug information on model execution to the console
CompareOpsUtils.LogLevel	compareLogLevel	Comparison log level
float	compareEpsilon	Comparison error tolerance
bool	takeoverWeights

Fields

compareAgainstType

Compare layer by layer outputs against other worker type

Declaration

public WorkerFactory.Type compareAgainstType

Field Value

Type	Description
WorkerFactory.Type

compareEpsilon

Comparison error tolerance

Declaration

public float compareEpsilon

Field Value

Type	Description
float

compareLogLevel

Comparison log level

Declaration

public CompareOpsUtils.LogLevel compareLogLevel

Field Value

Type	Description
CompareOpsUtils.LogLevel

takeoverWeights

If true the worker is allowed to take ownership of the weights memory from the model this is useful so worker to limit memory pressure when the worker need to copy those weight to a different device.

Declaration

public bool takeoverWeights

Field Value

Type	Description
bool

verbose

Print debug information on model execution to the console

Declaration

public bool verbose

Field Value

Type	Description
bool