org.bytedeco.pytorch

Class SoftshrinkImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.SoftshrinkImplCloneable

org.bytedeco.pytorch.SoftshrinkImpl

All Implemented Interfaces:

AutoCloseable

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

Applies the soft shrinkage function element-wise. See https://pytorch.org/docs/master/nn.html#torch.nn.Softshrink to learn about the exact behavior of this module. See the documentation for torch::nn::SoftshrinkOptions class to learn what constructor arguments are supported for this module. Example:

  Softshrink model(SoftshrinkOptions(42.42));
  

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
SoftshrinkImpl()
SoftshrinkImpl(Module pointer) Downcast constructor.
SoftshrinkImpl(Pointer p) Pointer cast constructor.
SoftshrinkImpl(SoftshrinkOptions options_)

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
SoftshrinkOptions	options() The options with which this Module was constructed.
SoftshrinkImpl	options(SoftshrinkOptions setter)
void	pretty_print(Pointer stream) Pretty prints the Softshrink 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.SoftshrinkImplCloneable

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

SoftshrinkImpl

public SoftshrinkImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

SoftshrinkImpl

public SoftshrinkImpl(Module pointer)

Downcast constructor.

SoftshrinkImpl

public SoftshrinkImpl(@Const @ByRef(nullValue="torch::nn::SoftshrinkOptions{}")
                      SoftshrinkOptions options_)

SoftshrinkImpl

public SoftshrinkImpl()

Method Detail

forward

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

reset

public void reset()

Description copied from class: SoftshrinkImplCloneable

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

Overrides:

reset in class SoftshrinkImplCloneable

pretty_print

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

Pretty prints the Softshrink module into the given stream.

Overrides:

pretty_print in class Module

options

@ByRef
public SoftshrinkOptions options()

The options with which this Module was constructed.

options

public SoftshrinkImpl options(SoftshrinkOptions setter)