Class

com.microsoft.ml.spark.downloader

ModelSchema

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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
Serializable, Serializable, Product, Equals, Schema, AnyRef, Any
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Inherited
  1. ModelSchema
  2. Serializable
  3. Serializable
  4. Product
  5. Equals
  6. Schema
  7. AnyRef
  8. Any
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Visibility
  1. Public
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Instance Constructors

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

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

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    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

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    Definition Classes
    AnyRef → Any
  2. final def ##(): Int

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    Definition Classes
    AnyRef → Any
  3. final def ==(arg0: Any): Boolean

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

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

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    Definition Classes
    Schema
  6. def clone(): AnyRef

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

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    dataset the model was trained on

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

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    Definition Classes
    AnyRef
  9. def finalize(): Unit

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

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    Definition Classes
    AnyRef → Any
  11. val hash: String

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    sha256 hash of the underlying file

    sha256 hash of the underlying file

    Definition Classes
    ModelSchemaSchema
  12. val inputNode: Int

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    the node which represents the input

  13. final def isInstanceOf[T0]: Boolean

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

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    the names nodes that represent layers in the network

  15. val modelType: String

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

  16. val name: String

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    name of the model architecture

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

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

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

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    Definition Classes
    AnyRef
  20. val numLayers: Int

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    the number of layers of the model

  21. val size: Long

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    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

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

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    Definition Classes
    ModelSchemaSchema
  24. val uri: URI

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    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

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

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

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    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

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