trait MiniBatch[T] extends Serializable
A interface for MiniBatch. A MiniBatch contains a few samples.
- T
Numeric type
- Alphabetic
- By Inheritance
- MiniBatch
- Serializable
- Serializable
- AnyRef
- Any
- Hide All
- Show All
- Public
- All
Abstract Value Members
-
abstract
def
getInput(): Activity
Get input in this MiniBatch.
Get input in this MiniBatch.
- returns
input Activity
-
abstract
def
getTarget(): Activity
Get target in this MiniBatch
Get target in this MiniBatch
- returns
target Activity
-
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
-
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
-
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
-
final
def
!=(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
##(): Int
- Definition Classes
- AnyRef → Any
-
final
def
==(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
final
def
asInstanceOf[T0]: T0
- Definition Classes
- Any
-
def
clone(): AnyRef
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @native() @throws( ... )
-
final
def
eq(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
def
equals(arg0: Any): Boolean
- Definition Classes
- AnyRef → Any
-
def
finalize(): Unit
- Attributes
- protected[java.lang]
- Definition Classes
- AnyRef
- Annotations
- @throws( classOf[java.lang.Throwable] )
-
final
def
getClass(): Class[_]
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
def
hashCode(): Int
- Definition Classes
- AnyRef → Any
- Annotations
- @native()
-
final
def
isInstanceOf[T0]: Boolean
- Definition Classes
- Any
-
final
def
ne(arg0: AnyRef): Boolean
- Definition Classes
- AnyRef
-
final
def
notify(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
final
def
notifyAll(): Unit
- Definition Classes
- AnyRef
- Annotations
- @native()
-
final
def
synchronized[T0](arg0: ⇒ T0): T0
- Definition Classes
- AnyRef
-
def
toString(): String
- Definition Classes
- AnyRef → Any
-
final
def
wait(): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long, arg1: Int): Unit
- Definition Classes
- AnyRef
- Annotations
- @throws( ... )
-
final
def
wait(arg0: Long): Unit
- Definition Classes
- AnyRef
- Annotations
- @native() @throws( ... )
Deprecated Value Members
-
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
-
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