org.bytedeco.pytorch

Class LocalResponseNormImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.LocalResponseNormImplCloneable

org.bytedeco.pytorch.LocalResponseNormImpl

All Implemented Interfaces:

AutoCloseable

@Namespace(value="torch::nn")
 @NoOffset
 @Properties(inherit=torch.class)
public class LocalResponseNormImpl
extends LocalResponseNormImplCloneable

Applies local response normalization over an input signal composed of several input planes, where channels occupy the second dimension. Applies normalization across channels. See https://pytorch.org/docs/master/nn.html#torch.nn.LocalResponseNorm to learn about the exact behavior of this module. See the documentation for torch::nn::LocalResponseNormOptions class to learn what constructor arguments are supported for this module. Example:

  LocalResponseNorm
  model(LocalResponseNormOptions(2).alpha(0.0002).beta(0.85).k(2.));
  

Nested Class Summary

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
LocalResponseNormImpl(LocalResponseNormOptions options_)
LocalResponseNormImpl(long size)
LocalResponseNormImpl(Module pointer) Downcast constructor.
LocalResponseNormImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
LocalResponseNormOptions	options() The options with which this Module was constructed.
LocalResponseNormImpl	options(LocalResponseNormOptions setter)
void	pretty_print(Pointer stream) Pretty prints the LocalResponseNormImpl module into the given stream.
void	reset() reset() must perform initialization of all members with reference semantics, most importantly parameters, buffers and submodules.

Methods inherited from class org.bytedeco.pytorch.LocalResponseNormImplCloneable

asModule, asModule, clone, clone

Methods inherited from class org.bytedeco.pytorch.Module

apply, apply, apply, apply, apply, apply, apply, apply, buffers, buffers, children, eval, is_serializable, is_training, load, modules, modules, name, named_buffers, named_buffers, named_children, named_modules, named_modules, named_modules, named_parameters, named_parameters, parameters, parameters, register_buffer, register_buffer, register_module, register_module, register_parameter, register_parameter, register_parameter, register_parameter, save, shiftLeft, to, to, to, train, unregister_module, unregister_module, zero_grad

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, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

LocalResponseNormImpl

public LocalResponseNormImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

LocalResponseNormImpl

public LocalResponseNormImpl(Module pointer)

Downcast constructor.

LocalResponseNormImpl

public LocalResponseNormImpl(@Cast(value="int64_t")
                             long size)

LocalResponseNormImpl

public LocalResponseNormImpl(@Const @ByRef
                             LocalResponseNormOptions options_)

Method Detail

forward

@ByVal
public Tensor forward(@Const @ByRef
                             Tensor input)

reset

public void reset()

Description copied from class: LocalResponseNormImplCloneable

reset() must perform initialization of all members with reference semantics, most importantly parameters, buffers and submodules.

Overrides:

reset in class LocalResponseNormImplCloneable

pretty_print

public void pretty_print(@Cast(value="std::ostream*") @ByRef
                         Pointer stream)

Pretty prints the LocalResponseNormImpl module into the given stream.

Overrides:

pretty_print in class Module

options

@ByRef
public LocalResponseNormOptions options()

The options with which this Module was constructed.

options

public LocalResponseNormImpl options(LocalResponseNormOptions setter)