org.bytedeco.pytorch

Class ConvTranspose3dImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.ConvTranspose3dImplCloneable

org.bytedeco.pytorch.ConvTranspose3dImplBaseBase

org.bytedeco.pytorch.ConvTranspose3dImplBase

org.bytedeco.pytorch.ConvTranspose3dImpl

All Implemented Interfaces:

AutoCloseable

@Namespace(value="torch::nn")
 @Properties(inherit=torch.class)
public class ConvTranspose3dImpl
extends ConvTranspose3dImplBase

Applies the ConvTranspose3d function. See https://pytorch.org/docs/master/nn.html#torch.nn.ConvTranspose3d to learn about the exact behavior of this module. See the documentation for torch::nn::ConvTranspose3dOptions class to learn what constructor arguments are supported for this module. Example:

  ConvTranspose3d model(ConvTranspose3dOptions(2, 2,
  2).stride(1).bias(false));
  

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
ConvTranspose3dImpl(ConvTranspose3dOptions options_)
ConvTranspose3dImpl(long input_channels, long output_channels, LongPointer kernel_size)
ConvTranspose3dImpl(Module pointer) Downcast constructor.
ConvTranspose3dImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
Tensor	forward(Tensor input, long... output_size)
Tensor	forward(Tensor input, LongArrayRefOptional output_size)

Methods inherited from class org.bytedeco.pytorch.ConvTranspose3dImplBase

pretty_print

Methods inherited from class org.bytedeco.pytorch.ConvTranspose3dImplBaseBase

bias, bias, options, options, reset_parameters, reset, weight, weight

Methods inherited from class org.bytedeco.pytorch.ConvTranspose3dImplCloneable

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

ConvTranspose3dImpl

public ConvTranspose3dImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ConvTranspose3dImpl

public ConvTranspose3dImpl(Module pointer)

Downcast constructor.

ConvTranspose3dImpl

public ConvTranspose3dImpl(@Cast(value="int64_t")
                           long input_channels,
                           @Cast(value="int64_t")
                           long output_channels,
                           @ByVal @Cast(value="torch::ExpandingArray<3>*")
                           LongPointer kernel_size)

ConvTranspose3dImpl

public ConvTranspose3dImpl(@ByVal
                           ConvTranspose3dOptions options_)

Method Detail

forward

@ByVal
public Tensor forward(@Const @ByRef
                             Tensor input,
                             @Const @ByRef(nullValue="c10::optional<at::IntArrayRef>(c10::nullopt)")
                             LongArrayRefOptional output_size)

forward

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

forward

@ByVal
public Tensor forward(@Const @ByRef
                             Tensor input,
                             @ByRef(nullValue="c10::optional<at::IntArrayRef>(c10::nullopt)") @Cast(value={"int64_t*","c10::ArrayRef<int64_t>","std::vector<int64_t>&"}) @StdVector
                             long... output_size)