org.bytedeco.pytorch

Class MaxUnpool2dImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.MaxUnpool2dImplCloneable

org.bytedeco.pytorch.MaxUnpool2dImplBase

org.bytedeco.pytorch.MaxUnpool2dImpl

All Implemented Interfaces:

AutoCloseable

@Namespace(value="torch::nn")
 @Properties(inherit=torch.class)
public class MaxUnpool2dImpl
extends MaxUnpool2dImplBase

Applies maxunpool over a 2-D input. See https://pytorch.org/docs/master/nn.html#torch.nn.MaxUnpool2d to learn about the exact behavior of this module. See the documentation for torch::nn::MaxUnpool2dOptions class to learn what constructor arguments are supported for this module. Example:

  MaxUnpool2d model(MaxUnpool2dOptions(3).stride(2).padding(1));
  

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
MaxUnpool2dImpl(LongPointer kernel_size)
MaxUnpool2dImpl(MaxUnpool2dOptions options_)
MaxUnpool2dImpl(Module pointer) Downcast constructor.
MaxUnpool2dImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input, Tensor indices)
Tensor	forward(Tensor input, Tensor indices, LongVectorOptional output_size)

Methods inherited from class org.bytedeco.pytorch.MaxUnpool2dImplBase

options, options, pretty_print, reset

Methods inherited from class org.bytedeco.pytorch.MaxUnpool2dImplCloneable

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

MaxUnpool2dImpl

public MaxUnpool2dImpl(@ByVal @Cast(value="torch::ExpandingArray<2>*")
                       LongPointer kernel_size)

MaxUnpool2dImpl

public MaxUnpool2dImpl(@Const @ByRef
                       MaxUnpool2dOptions options_)

MaxUnpool2dImpl

public MaxUnpool2dImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

MaxUnpool2dImpl

public MaxUnpool2dImpl(Module pointer)

Downcast constructor.

Method Detail

forward

@ByVal
public Tensor forward(@Const @ByRef
                             Tensor input,
                             @Const @ByRef
                             Tensor indices,
                             @Const @ByRef(nullValue="c10::optional<std::vector<int64_t> >(c10::nullopt)")
                             LongVectorOptional output_size)

forward

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