org.bytedeco.pytorch

Class ReLUImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.ReLUImplCloneable

org.bytedeco.pytorch.ReLUImpl

All Implemented Interfaces:

AutoCloseable

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

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

  ReLU model(ReLUOptions().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
ReLUImpl()
ReLUImpl(Module pointer) Downcast constructor.
ReLUImpl(Pointer p) Pointer cast constructor.
ReLUImpl(ReLUOptions options_)

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
ReLUOptions	options() The options with which this Module was constructed.
ReLUImpl	options(ReLUOptions setter)
void	pretty_print(Pointer stream) Pretty prints the ReLU 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.ReLUImplCloneable

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

ReLUImpl

public ReLUImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ReLUImpl

public ReLUImpl(Module pointer)

Downcast constructor.

ReLUImpl

public ReLUImpl(@Const @ByRef(nullValue="torch::nn::ReLUOptions{}")
                ReLUOptions options_)

ReLUImpl

public ReLUImpl()

Method Detail

forward

@ByVal
public Tensor forward(@ByVal
                             Tensor input)

reset

public void reset()

Description copied from class: ReLUImplCloneable

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

Overrides:

reset in class ReLUImplCloneable

pretty_print

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

Pretty prints the ReLU module into the given stream.

Overrides:

pretty_print in class Module

options

@ByRef
public ReLUOptions options()

The options with which this Module was constructed.

options

public ReLUImpl options(ReLUOptions setter)