Trait/Object

com.intel.analytics.bigdl.dataset

MiniBatch

Related Docs: object MiniBatch | package dataset

Permalink

trait MiniBatch[T] extends Serializable

A interface for MiniBatch. A MiniBatch contains a few samples.

T

Numeric type

Linear Supertypes
Serializable, Serializable, AnyRef, Any
Known Subclasses
RoiMiniBatch
Ordering
  1. Alphabetic
  2. By Inheritance
Inherited
  1. MiniBatch
  2. Serializable
  3. Serializable
  4. AnyRef
  5. Any
  1. Hide All
  2. Show All
Visibility
  1. Public
  2. All

Abstract Value Members

  1. abstract def getInput(): Activity

    Permalink

    Get input in this MiniBatch.

    Get input in this MiniBatch.

    returns

    input Activity

  2. abstract def getTarget(): Activity

    Permalink

    Get target in this MiniBatch

    Get target in this MiniBatch

    returns

    target Activity

  3. abstract def set(samples: Seq[Sample[T]])(implicit ev: TensorNumeric[T]): MiniBatch.this.type

    Permalink

    Replace the original content of the miniBatch with a set of Sample.

    Replace the original content of the miniBatch with a set of Sample.

    samples

    a set of Sample

    returns

    self

  4. abstract def size(): Int

    Permalink

    Get the number of samples in this MiniBatch

    Get the number of samples in this MiniBatch

    returns

    size How many samples in this MiniBatch

  5. abstract def slice(offset: Int, length: Int): MiniBatch[T]

    Permalink

    Slice this MiniBatch to a smaller MiniBatch with offset and length

    Slice this MiniBatch to a smaller MiniBatch with offset and length

    offset

    offset, counted from 1

    length

    length

    returns

    A smaller MiniBatch

Concrete 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 clone(): AnyRef

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

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

    Permalink
    Definition Classes
    AnyRef

  7. def equals(arg0: Any): Boolean

    Permalink
    Definition Classes
    AnyRef → Any

  8. def finalize(): Unit

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

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

    Permalink
    Definition Classes
    AnyRef → Any

  10. def hashCode(): Int

    Permalink
    Definition Classes
    AnyRef → Any

  11. final def isInstanceOf[T0]: Boolean

    Permalink
    Definition Classes
    Any

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

    Permalink
    Definition Classes
    AnyRef

  13. final def notify(): Unit

    Permalink
    Definition Classes
    AnyRef

  14. final def notifyAll(): Unit

    Permalink
    Definition Classes
    AnyRef

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

    Permalink
    Definition Classes
    AnyRef

  16. def toString(): String

    Permalink
    Definition Classes
    AnyRef → Any

  17. final def wait(): Unit

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

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

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

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

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

Deprecated Value Members

  1. def data(): Tensor[T]

    Permalink

    An deprecated function for single-input/single-target MiniBatch.

    An deprecated function for single-input/single-target MiniBatch. You don't need to override this, because we have add a default implement to throw exception.

    Annotations
    @deprecated
    Deprecated

    (Since version 0.2.0) Old interface, use getInput instead

  2. def labels(): Tensor[T]

    Permalink

    An deprecated function for single-input/single-target MiniBatch.

    An deprecated function for single-input/single-target MiniBatch. You don't need to override this, because we have add a default implement to throw exception.

    Annotations
    @deprecated
    Deprecated

    (Since version 0.2.0) Old interface, use getTarget instead

Inherited from Serializable

Inherited from Serializable

Inherited from AnyRef

Inherited from Any

Ungrouped