org.bytedeco.dnnl

Class batch_normalization_forward

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.dnnl.dnnl_primitive_handle

org.bytedeco.dnnl.primitive

org.bytedeco.dnnl.batch_normalization_forward

All Implemented Interfaces:

AutoCloseable

@Namespace(value="dnnl")
 @Properties(inherit=dnnl.class)
public class batch_normalization_forward
extends primitive

\} dnnl_api_logsoftmax

\addtogroup dnnl_api_batch_normalization Batch Normalization A primitive to perform batch normalization. Both forward and backward propagation primitives support in-place operation; that is, src and dst can refer to the same memory for forward propagation, and diff_dst and diff_src can refer to the same memory for backward propagation. The batch normalization primitives computations can be controlled by specifying different \ref dnnl::normalization_flags values. For example, batch normalization can compute the mean and variance on its own or take them as inputs. It can either perform scaling and shifting using gamma and beta parameters or not. Optionally, it can also perform a fused ReLU, which in case of training would also require a workspace.

See Also:

dev_guide_batch_normalization in developer guide \{

Batch normalization forward propagation primitive.

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	batch_normalization_forward.desc Descriptor for a batch normalization forward propagation primitive.
static class	batch_normalization_forward.primitive_desc Primitive descriptor for a batch normalization forward propagation primitive.

Nested classes/interfaces inherited from class org.bytedeco.dnnl.primitive

primitive.kind

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
batch_normalization_forward() Default constructor.
batch_normalization_forward(batch_normalization_forward.primitive_desc pd) Constructs a batch normalization forward propagation primitive.
batch_normalization_forward(long size) Native array allocator.
batch_normalization_forward(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
batch_normalization_forward	getPointer(long i)
batch_normalization_forward	position(long position)

Methods inherited from class org.bytedeco.dnnl.primitive

execute, get_dnnl_primitive_desc, get_kind

Methods inherited from class org.bytedeco.dnnl.dnnl_primitive_handle

asBoolean, asDnnl_primitive, equals, get, get, notEquals, put, reset, reset

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getPointer, getPointer, getPointer, hashCode, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, offsetof, parseBytes, physicalBytes, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

batch_normalization_forward

public batch_normalization_forward(Pointer p)

Pointer cast constructor. Invokes Pointer.Pointer(Pointer).

batch_normalization_forward

public batch_normalization_forward(long size)

Native array allocator. Access with Pointer.position(long).

batch_normalization_forward

public batch_normalization_forward()

Default constructor. Produces an empty object.

batch_normalization_forward

public batch_normalization_forward(@Const @ByRef
                                   batch_normalization_forward.primitive_desc pd)

Constructs a batch normalization forward propagation primitive.

Parameters:

pd - Primitive descriptor for a batch normalization forward propagation primitive.

Method Detail

position

public batch_normalization_forward position(long position)

Overrides:

position in class primitive

getPointer

public batch_normalization_forward getPointer(long i)

Overrides:

getPointer in class primitive