org.bytedeco.pytorch

Class FoldImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.FoldImplCloneable

org.bytedeco.pytorch.FoldImpl

All Implemented Interfaces:

AutoCloseable

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

Applies fold over a 3-D input. See https://pytorch.org/docs/master/nn.html#torch.nn.Fold to learn about the exact behavior of this module. See the documentation for torch::nn::FoldOptions class to learn what constructor arguments are supported for this module. Example:

  Fold model(FoldOptions({8, 8}, {3, 3}).dilation(2).padding({2,
  1}).stride(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
FoldImpl(FoldOptions options_)
FoldImpl(LongPointer output_size, LongPointer kernel_size)
FoldImpl(Module pointer) Downcast constructor.
FoldImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
FoldOptions	options() The options with which this Module was constructed.
FoldImpl	options(FoldOptions setter)
void	pretty_print(Pointer stream) Pretty prints the Fold 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.FoldImplCloneable

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

FoldImpl

public FoldImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

FoldImpl

public FoldImpl(Module pointer)

Downcast constructor.

FoldImpl

public FoldImpl(@ByVal @Cast(value="torch::ExpandingArray<2>*")
                LongPointer output_size,
                @ByVal @Cast(value="torch::ExpandingArray<2>*")
                LongPointer kernel_size)

FoldImpl

public FoldImpl(@Const @ByRef
                FoldOptions options_)

Method Detail

reset

public void reset()

Description copied from class: FoldImplCloneable

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

Overrides:

reset in class FoldImplCloneable

pretty_print

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

Pretty prints the Fold module into the given stream.

Overrides:

pretty_print in class Module

forward

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

options

@ByRef
public FoldOptions options()

The options with which this Module was constructed.

options

public FoldImpl options(FoldOptions setter)