org.bytedeco.pytorch

Class DropoutImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.DropoutImplCloneable

org.bytedeco.pytorch.DropoutImplBase

org.bytedeco.pytorch.DropoutImpl

All Implemented Interfaces:

AutoCloseable

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

Applies dropout over a 1-D input. See https://pytorch.org/docs/master/nn.html#torch.nn.Dropout to learn about the exact behavior of this module. See the documentation for torch::nn::DropoutOptions class to learn what constructor arguments are supported for this module. Example:

  Dropout model(DropoutOptions().p(0.42).inplace(true));
  

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
DropoutImpl()
DropoutImpl(double p)
DropoutImpl(DropoutOptions options_)
DropoutImpl(Module pointer) Downcast constructor.
DropoutImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
void	pretty_print(Pointer stream) Pretty prints the Dropout module into the given stream.

Methods inherited from class org.bytedeco.pytorch.DropoutImplBase

options, options, reset

Methods inherited from class org.bytedeco.pytorch.DropoutImplCloneable

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

DropoutImpl

public DropoutImpl(double p)

DropoutImpl

public DropoutImpl(@Const @ByRef(nullValue="torch::nn::DropoutOptions{}")
                   DropoutOptions options_)

DropoutImpl

public DropoutImpl()

DropoutImpl

public DropoutImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

DropoutImpl

public DropoutImpl(Module pointer)

Downcast constructor.

Method Detail

forward

@ByVal
public Tensor forward(@ByVal
                             Tensor input)

pretty_print

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

Pretty prints the Dropout module into the given stream.

Overrides:

pretty_print in class Module