com.intel.analytics.bigdl.dataset

MiniBatch

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
SparseMiniBatch
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Abstract Value Members

  1. abstract def getInput(): Activity

    Get input in this MiniBatch.

    Get input in this MiniBatch.

    returns

    input Activity

  2. abstract def getTarget(): Activity

    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

    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

    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]

    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: AnyRef): Boolean

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

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  3. final def ##(): Int

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

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

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  6. final def asInstanceOf[T0]: T0

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  7. def clone(): AnyRef

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    protected[java.lang]
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    @throws( ... )

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

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  9. def equals(arg0: Any): Boolean

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  10. def finalize(): Unit

    Attributes
    protected[java.lang]
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    @throws( classOf[java.lang.Throwable] )

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

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  12. def hashCode(): Int

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  13. final def isInstanceOf[T0]: Boolean

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

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  15. final def notify(): Unit

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  16. final def notifyAll(): Unit

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

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  18. def toString(): String

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  19. final def wait(): Unit

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    @throws( ... )

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

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

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Deprecated Value Members

  1. def data(): Tensor[T]

    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]

    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

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