org.bytedeco.pytorch

Class FractionalMaxPool3dImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.FractionalMaxPool3dImplCloneable

org.bytedeco.pytorch.FractionalMaxPool3dImpl

All Implemented Interfaces:

AutoCloseable

@Namespace(value="torch::nn")
 @NoOffset
 @Properties(inherit=torch.class)
public class FractionalMaxPool3dImpl
extends FractionalMaxPool3dImplCloneable

Applies fractional maxpool over a 3-D input. See https://pytorch.org/docs/master/nn.html#torch.nn.FractionalMaxPool3d to learn about the exact behavior of this module. See the documentation for torch::nn::FractionalMaxPool3dOptions class to learn what constructor arguments are supported for this module. Example:

  FractionalMaxPool3d model(FractionalMaxPool3dOptions(5).output_size(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
FractionalMaxPool3dImpl(FractionalMaxPool3dOptions options_)
FractionalMaxPool3dImpl(LongPointer kernel_size)
FractionalMaxPool3dImpl(Module pointer) Downcast constructor.
FractionalMaxPool3dImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	_random_samples()
FractionalMaxPool3dImpl	_random_samples(Tensor setter)
T_TensorTensor_T	forward_with_indices(Tensor input) Returns the outputs and the indices of the max values.
Tensor	forward(Tensor input)
FractionalMaxPool3dOptions	options() The options with which this Module was constructed.
FractionalMaxPool3dImpl	options(FractionalMaxPool3dOptions setter)
void	pretty_print(Pointer stream) Pretty prints the FractionalMaxPool3d 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.FractionalMaxPool3dImplCloneable

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

FractionalMaxPool3dImpl

public FractionalMaxPool3dImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

FractionalMaxPool3dImpl

public FractionalMaxPool3dImpl(Module pointer)

Downcast constructor.

FractionalMaxPool3dImpl

public FractionalMaxPool3dImpl(@ByVal @Cast(value="torch::ExpandingArray<3>*")
                               LongPointer kernel_size)

FractionalMaxPool3dImpl

public FractionalMaxPool3dImpl(@ByVal
                               FractionalMaxPool3dOptions options_)

Method Detail

reset

public void reset()

Description copied from class: FractionalMaxPool3dImplCloneable

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

Overrides:

reset in class FractionalMaxPool3dImplCloneable

pretty_print

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

Pretty prints the FractionalMaxPool3d module into the given stream.

Overrides:

pretty_print in class Module

forward

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

forward_with_indices

@ByVal
public T_TensorTensor_T forward_with_indices(@Const @ByRef
                                                    Tensor input)

Returns the outputs and the indices of the max values. Useful for torch::nn::MaxUnpool3d later.

options

@ByRef
public FractionalMaxPool3dOptions options()

The options with which this Module was constructed.

options

public FractionalMaxPool3dImpl options(FractionalMaxPool3dOptions setter)

_random_samples

@ByRef
public Tensor _random_samples()

_random_samples

public FractionalMaxPool3dImpl _random_samples(Tensor setter)