Object

com.johnsnowlabs.ml.tensorflow.sign

ModelSignatureManager

Related Doc: package sign

Permalink

object ModelSignatureManager

Linear Supertypes
AnyRef, Any
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. ModelSignatureManager
  2. AnyRef
  3. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

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. val KnownProviders: Array[String]

    Permalink
  5. def apply(tfSignatureType: String = "TF1", tokenIdsValue: String = ..., maskIdsValue: String = ..., segmentIdsValue: String = ..., embeddingsValue: String = ..., sentenceEmbeddingsValue: String = ...): Map[String, String]

    Permalink
  6. final def asInstanceOf[T0]: T0

    Permalink
    Definition Classes
    Any
  7. def classifyProvider(signDefNames: Map[String, String], modelProvider: Option[String] = None): String

    Permalink

    Extract the model provider counting the signature pattern matches

    Extract the model provider counting the signature pattern matches

    signDefNames

    : the candidate signature definitions inputs and outputs

    modelProvider

    : the true model provider in between TF1 and TF2 to evaluate

    returns

    : the model provider name in between TF1 and TF2

  8. def clone(): AnyRef

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( ... )
  9. def convertToAdoptedKeys(matched: Map[String, String]): Map[String, String]

    Permalink

    Return a formatted map of key -> value for model signature objects

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

    Permalink
    Definition Classes
    AnyRef
  11. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any
  12. def extractSignatures(model: SavedModelBundle, saverDef: SaverDef): Option[Map[String, String]]

    Permalink

    Extract input and output signatures from TF saved models

    Extract input and output signatures from TF saved models

    model

    loaded SavedModelBundle

    returns

    the list ot matching signatures as tuples

  13. def finalize(): Unit

    Permalink
    Attributes
    protected[java.lang]
    Definition Classes
    AnyRef
    Annotations
    @throws( classOf[java.lang.Throwable] )
  14. def findTFKeyMatch(candidate: String, pattern: Regex): Boolean

    Permalink

    Regex matcher

  15. def getAttentionMaskIdsKey: String

    Permalink
  16. def getAttentionMaskIdsValue: String

    Permalink
  17. final def getClass(): Class[_]

    Permalink
    Definition Classes
    AnyRef → Any
  18. def getInputIdsKey: String

    Permalink
  19. def getInputIdsValue: String

    Permalink
  20. def getLastHiddenStateKey: String

    Permalink
  21. def getLastHiddenStateValue: String

    Permalink
  22. def getPoolerOutputKey: String

    Permalink
  23. def getPoolerOutputValue: String

    Permalink
  24. def getSignaturesFromModel(model: SavedModelBundle): Map[String, String]

    Permalink

    Extract signatures from actual model

    Extract signatures from actual model

    model

    : a SavedModelBundle object

    returns

    a list of tuples of type (OperationType, key, TFInfoName)

  25. def getTokenTypeIdsKey: String

    Permalink
  26. def getTokenTypeIdsValue: String

    Permalink
  27. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any
  28. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any
  29. final def ne(arg0: AnyRef): Boolean

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

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

    Permalink
    Definition Classes
    AnyRef
  32. final def synchronized[T0](arg0: ⇒ T0): T0

    Permalink
    Definition Classes
    AnyRef
  33. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any
  34. final def wait(): Unit

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

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

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

Inherited from AnyRef

Inherited from Any

Ungrouped