Class DeploymentConfiguration

Namespace

AiDotNet.Deployment.Configuration

Assembly

AiDotNet.dll

Aggregates all deployment-related configurations. Used to pass deployment settings from AiModelBuilder to AiModelResult.

public class DeploymentConfiguration

Inheritance

object

DeploymentConfiguration

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Properties

ABTesting

Gets or sets the A/B testing configuration (null = disabled).

public ABTestingConfig? ABTesting { get; set; }

Property Value

ABTestingConfig

Caching

Gets or sets the caching configuration (null = use defaults).

public CacheConfig? Caching { get; set; }

Property Value

CacheConfig

Compression

Gets or sets the compression configuration (null = no compression).

public CompressionConfig? Compression { get; set; }

Property Value

CompressionConfig

Remarks

For Beginners: When configured, compression is automatically applied during model serialization (saving) and reversed during deserialization (loading). This reduces model file sizes by 50-90% with minimal accuracy impact.

Export

Gets or sets the export configuration (null = use defaults).

public ExportConfig? Export { get; set; }

Property Value

ExportConfig

GpuAcceleration

Gets or sets the GPU acceleration configuration (null = use defaults).

public GpuAccelerationConfig? GpuAcceleration { get; set; }

Property Value

GpuAccelerationConfig

Profiling

Gets or sets the profiling configuration (null = disabled).

public ProfilingConfig? Profiling { get; set; }

Property Value

ProfilingConfig

Remarks

For Beginners: When configured, profiling measures the performance of training and inference operations. The profiling report will be available in AiModelResult.

Quantization

Gets or sets the quantization configuration (null = no quantization).

public QuantizationConfig? Quantization { get; set; }

Property Value

QuantizationConfig

Telemetry

Gets or sets the telemetry configuration (null = use defaults).

public TelemetryConfig? Telemetry { get; set; }

Property Value

TelemetryConfig

Versioning

Gets or sets the versioning configuration (null = use defaults).

public VersioningConfig? Versioning { get; set; }

Property Value

VersioningConfig

Methods

Create(QuantizationConfig?, CacheConfig?, VersioningConfig?, ABTestingConfig?, TelemetryConfig?, ExportConfig?, GpuAccelerationConfig?, CompressionConfig?, ProfilingConfig?)

Creates a deployment configuration from individual config objects.

public static DeploymentConfiguration Create(QuantizationConfig? quantization, CacheConfig? caching, VersioningConfig? versioning, ABTestingConfig? abTesting, TelemetryConfig? telemetry, ExportConfig? export, GpuAccelerationConfig? gpuAcceleration, CompressionConfig? compression = null, ProfilingConfig? profiling = null)

Parameters

quantization QuantizationConfig

caching CacheConfig

versioning VersioningConfig

abTesting ABTestingConfig

telemetry TelemetryConfig

export ExportConfig

gpuAcceleration GpuAccelerationConfig

compression CompressionConfig

profiling ProfilingConfig

Returns

DeploymentConfiguration