Class/Object

com.microsoft.ml.spark.cntk

CNTKModel

Related Docs: object CNTKModel | package cntk

Permalink

class CNTKModel extends Model[CNTKModel] with ComplexParamsWritable with HasMiniBatcher with Wrappable

Annotations
@InternalWrapper()
Linear Supertypes
Wrappable, HasMiniBatcher, ComplexParamsWritable, MLWritable, Model[CNTKModel], Transformer, PipelineStage, Logging, Params, Serializable, Serializable, Identifiable, AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. CNTKModel
  2. Wrappable
  3. HasMiniBatcher
  4. ComplexParamsWritable
  5. MLWritable
  6. Model
  7. Transformer
  8. PipelineStage
  9. Logging
  10. Params
  11. Serializable
  12. Serializable
  13. Identifiable
  14. AnyRef
  15. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new CNTKModel()

    Permalink

  2. new CNTKModel(uid: String)

    Permalink

Value Members

  1. final def !=(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  2. final def ##(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  3. final def $[T](param: Param[T]): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  4. final def ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  5. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any

  6. val batchInput: BooleanParam

    Permalink

  7. final def clear(param: Param[_]): CNTKModel.this.type

    Permalink
    Definition Classes
    Params

  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  9. val convertOutputToDenseVector: BooleanParam

    Permalink

  10. def copy(extra: ParamMap): CNTKModel.this.type

    Permalink
    Definition Classes
    CNTKModel → Model → Transformer → PipelineStage → Params

  11. def copyValues[T <: Params](to: T, extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  12. final def defaultCopy[T <: Params](extra: ParamMap): T

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  13. final def eq(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  14. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  15. def explainParam(param: Param[_]): String

    Permalink
    Definition Classes
    Params

  16. def explainParams(): String

    Permalink
    Definition Classes
    Params

  17. final def extractParamMap(): ParamMap

    Permalink
    Definition Classes
    Params

  18. final def extractParamMap(extra: ParamMap): ParamMap

    Permalink
    Definition Classes
    Params

  19. val feedDict: MapParam[String, String]

    Permalink

  20. val fetchDict: MapParam[String, String]

    Permalink

  21. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )

  22. final def get[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  23. def getBatchInput: Boolean

    Permalink

  24. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any

  25. def getConvertOutputToDenseVector: Boolean

    Permalink

  26. final def getDefault[T](param: Param[T]): Option[T]

    Permalink
    Definition Classes
    Params

  27. def getFeedDict: Map[String, String]

    Permalink

  28. def getFetchDict: Map[String, String]

    Permalink

  29. def getInputCol: String

    Permalink

  30. def getInputNode: String

    Permalink

  31. def getInputNodeIndex: Int

    Permalink

  32. def getInputShapes: List[Array[Int]]

    Permalink

    Returns the dimensions of the required input

  33. def getMiniBatchSize: Int

    Permalink
    Definition Classes
    HasMiniBatcher

  34. def getMiniBatcher: MiniBatchBase

    Permalink

    Definition Classes
    HasMiniBatcher

  35. def getModel: SerializableFunction

    Permalink

  36. final def getOrDefault[T](param: Param[T]): T

    Permalink
    Definition Classes
    Params

  37. def getOutputCol: String

    Permalink

  38. def getOutputNode: String

    Permalink

  39. def getOutputNodeIndex: Int

    Permalink

  40. def getParam(paramName: String): Param[Any]

    Permalink
    Definition Classes
    Params

  41. def getShapeOutput: Boolean

    Permalink

  42. final def hasDefault[T](param: Param[T]): Boolean

    Permalink
    Definition Classes
    Params

  43. def hasParam(paramName: String): Boolean

    Permalink
    Definition Classes
    Params

  44. def hasParent: Boolean

    Permalink
    Definition Classes
    Model

  45. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  46. def initializeLogIfNecessary(isInterpreter: Boolean, silent: Boolean): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  47. def initializeLogIfNecessary(isInterpreter: Boolean): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  48. final def isDefined(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  49. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

  50. final def isSet(param: Param[_]): Boolean

    Permalink
    Definition Classes
    Params

  51. def isTraceEnabled(): Boolean

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  52. def log: Logger

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  53. def logDebug(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  54. def logDebug(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  55. def logError(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  56. def logError(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  57. def logInfo(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  58. def logInfo(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  59. def logName: String

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  60. def logTrace(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  61. def logTrace(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  62. def logWarning(msg: ⇒ String, throwable: Throwable): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  63. def logWarning(msg: ⇒ String): Unit

    Permalink
    Attributes
    protected
    Definition Classes
    Logging

  64. val miniBatcher: TransformerParam

    Permalink

    Size of minibatches.

    Size of minibatches. Must be greater than 0; default is 10

    Definition Classes
    HasMiniBatcher

  65. val model: CNTKFunctionParam

    Permalink

    Array of bytes containing the serialized CNTK Function

    Array of bytes containing the serialized CNTK Function

  66. final def ne(arg0: AnyRef): Boolean

    Permalink
    Definition Classes
    AnyRef

  67. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  68. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

  69. lazy val params: Array[Param[_]]

    Permalink
    Definition Classes
    Params

  70. var parent: Estimator[CNTKModel]

    Permalink
    Definition Classes
    Model

  71. def rebroadcastCNTKModel(spark: SparkSession): Unit

    Permalink

  72. def save(path: String): Unit

    Permalink
    Definition Classes
    MLWritable
    Annotations
    @Since( "1.6.0" ) @throws( ... )

  73. final def set(paramPair: ParamPair[_]): CNTKModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  74. final def set(param: String, value: Any): CNTKModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  75. final def set[T](param: Param[T], value: T): CNTKModel.this.type

    Permalink
    Definition Classes
    Params

  76. def setBatchInput(v: Boolean): CNTKModel.this.type

    Permalink

  77. def setConvertOutputToDenseVector(v: Boolean): CNTKModel.this.type

    Permalink

  78. final def setDefault(paramPairs: ParamPair[_]*): CNTKModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  79. final def setDefault[T](param: Param[T], value: T): CNTKModel.this.type

    Permalink
    Attributes
    protected
    Definition Classes
    Params

  80. def setFeedDict(k: String, v: String): CNTKModel.this.type

    Permalink

  81. def setFeedDict(value: Map[String, String]): CNTKModel.this.type

    Permalink

  82. def setFetchDict(k: String, v: String): CNTKModel.this.type

    Permalink

  83. def setFetchDict(value: Map[String, String]): CNTKModel.this.type

    Permalink

  84. def setInputCol(value: String): CNTKModel.this.type

    Permalink

  85. def setInputNode(value: String): CNTKModel.this.type

    Permalink

  86. def setInputNodeIndex(value: Int): CNTKModel.this.type

    Permalink

  87. def setMiniBatchSize(n: Int): CNTKModel.this.type

    Permalink
    Definition Classes
    HasMiniBatcher

  88. def setMiniBatcher(value: MiniBatchBase): CNTKModel.this.type

    Permalink

    Definition Classes
    HasMiniBatcher

  89. def setModel(value: SerializableFunction): CNTKModel.this.type

    Permalink

  90. def setModelLocation(path: String): CNTKModel.this.type

    Permalink

  91. def setOutputCol(value: String): CNTKModel.this.type

    Permalink

  92. def setOutputNode(value: String): CNTKModel.this.type

    Permalink

  93. def setOutputNodeIndex(value: Int): CNTKModel.this.type

    Permalink

  94. def setParent(parent: Estimator[CNTKModel]): CNTKModel

    Permalink
    Definition Classes
    Model

  95. def setShapeOutput(v: Boolean): CNTKModel.this.type

    Permalink

  96. val shapeOutput: BooleanParam

    Permalink

  97. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef

  98. def toString(): String

    Permalink
    Definition Classes
    Identifiable → AnyRef → Any

  99. def transform(dataset: Dataset[_]): DataFrame

    Permalink

    Evaluate the model

    Evaluate the model

    dataset

    the dataset to featurize

    returns

    featurized dataset

    Definition Classes
    CNTKModel → Transformer

  100. def transform(dataset: Dataset[_], paramMap: ParamMap): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" )

  101. def transform(dataset: Dataset[_], firstParamPair: ParamPair[_], otherParamPairs: ParamPair[_]*): DataFrame

    Permalink
    Definition Classes
    Transformer
    Annotations
    @Since( "2.0.0" ) @varargs()

  102. def transformSchema(schema: StructType): StructType

    Permalink
    Definition Classes
    CNTKModel → PipelineStage

  103. def transformSchema(schema: StructType, logging: Boolean): StructType

    Permalink
    Attributes
    protected
    Definition Classes
    PipelineStage
    Annotations
    @DeveloperApi()

  104. val uid: String

    Permalink
    Definition Classes
    CNTKModel → Identifiable

  105. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  106. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  107. final def wait(arg0: Long): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )

  108. def write: MLWriter

    Permalink
    Definition Classes
    ComplexParamsWritable → MLWritable

Inherited from Wrappable

Inherited from HasMiniBatcher

Inherited from ComplexParamsWritable

Inherited from MLWritable

Inherited from Model[CNTKModel]

Inherited from Transformer

Inherited from PipelineStage

Inherited from Logging

Inherited from Params

Inherited from Serializable

Inherited from Serializable

Inherited from Identifiable

Inherited from AnyRef

Inherited from Any

getParam

param

setParam

Ungrouped