Class

com.microsoft.ml.spark

ModelSchema

Related Doc: package spark

Permalink

case class ModelSchema(name: String, dataset: String, modelType: String, uri: URI, hash: String, size: Long, inputNode: Int, numLayers: Int, layerNames: Array[String]) extends Schema with Product with Serializable

Class representing the schema of a CNTK model

name

name of the model architecture

dataset

dataset the model was trained on

modelType

type of problem the model is suited for eg: (image, text, sound, sentiment etc)

uri

location of the underlying file (local, HDFS, or HTTP)

hash

sha256 hash of the underlying file

size

size in bytes of the underlying file

inputNode

the node which represents the input

numLayers

the number of layers of the model

layerNames

the names nodes that represent layers in the network

Linear Supertypes
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. ModelSchema
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Schema
  7. AnyRef
  8. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Instance Constructors

  1. new ModelSchema(name: String, dataset: String, modelType: String, uri: URI, hash: String, size: Long, inputNode: Int, numLayers: Int, layerNames: ArrayList[String])

    Permalink
  2. new ModelSchema(name: String, dataset: String, modelType: String, uri: URI, hash: String, size: Long, inputNode: Int, numLayers: Int, layerNames: Array[String])

    Permalink

    name

    name of the model architecture

    dataset

    dataset the model was trained on

    modelType

    type of problem the model is suited for eg: (image, text, sound, sentiment etc)

    uri

    location of the underlying file (local, HDFS, or HTTP)

    hash

    sha256 hash of the underlying file

    size

    size in bytes of the underlying file

    inputNode

    the node which represents the input

    numLayers

    the number of layers of the model

    layerNames

    the names nodes that represent layers in the network

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 ==(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  4. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  5. def assertMatchingHash(bytes: InputStream): Unit

    Permalink
    Definition Classes
    Schema
  6. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  7. val dataset: String

    Permalink

    dataset the model was trained on

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

    Permalink
    Definition Classes
    AnyRef
  9. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  10. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  11. val hash: String

    Permalink

    sha256 hash of the underlying file

    sha256 hash of the underlying file

    Definition Classes
    ModelSchemaSchema
  12. val inputNode: Int

    Permalink

    the node which represents the input

  13. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  14. val layerNames: Array[String]

    Permalink

    the names nodes that represent layers in the network

  15. val modelType: String

    Permalink

    type of problem the model is suited for eg: (image, text, sound, sentiment etc)

  16. val name: String

    Permalink

    name of the model architecture

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

    Permalink
    Definition Classes
    AnyRef
  18. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef
  19. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef
  20. val numLayers: Int

    Permalink

    the number of layers of the model

  21. val size: Long

    Permalink

    size in bytes of the underlying file

    size in bytes of the underlying file

    Definition Classes
    ModelSchemaSchema
  22. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  23. def updateURI(newURI: URI): ModelSchema.this.type

    Permalink
    Definition Classes
    ModelSchemaSchema
  24. val uri: URI

    Permalink

    location of the underlying file (local, HDFS, or HTTP)

    location of the underlying file (local, HDFS, or HTTP)

    Definition Classes
    ModelSchemaSchema
  25. final def wait(): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  26. final def wait(arg0: Long, arg1: Int): Unit

    Permalink
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  27. final def wait(arg0: Long): Unit

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

Inherited from Serializable

Inherited from Serializable

Inherited from Product

Inherited from Equals

Inherited from Schema

Inherited from AnyRef

Inherited from Any

Members