org.bytedeco.pytorch

Class HardtanhImpl

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.pytorch.Module

org.bytedeco.pytorch.HardtanhImplCloneable

org.bytedeco.pytorch.HardtanhImpl

All Implemented Interfaces:

AutoCloseable

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

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

  Hardtanh
  model(HardtanhOptions().min_val(-42.42).max_val(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
HardtanhImpl()
HardtanhImpl(HardtanhOptions options_)
HardtanhImpl(Module pointer) Downcast constructor.
HardtanhImpl(Pointer p) Pointer cast constructor.

Method Summary

Modifier and Type	Method and Description
Tensor	forward(Tensor input)
HardtanhOptions	options() The options with which this Module was constructed.
HardtanhImpl	options(HardtanhOptions setter)
void	pretty_print(Pointer stream) Pretty prints the Hardtanh 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.HardtanhImplCloneable

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

HardtanhImpl

public HardtanhImpl(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

HardtanhImpl

public HardtanhImpl(Module pointer)

Downcast constructor.

HardtanhImpl

public HardtanhImpl(@Const @ByRef(nullValue="torch::nn::HardtanhOptions{}")
                    HardtanhOptions options_)

HardtanhImpl

public HardtanhImpl()

Method Detail

forward

@ByVal
public Tensor forward(@ByVal
                             Tensor input)

reset

public void reset()

Description copied from class: HardtanhImplCloneable

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

Overrides:

reset in class HardtanhImplCloneable

pretty_print

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

Pretty prints the Hardtanh module into the given stream.

Overrides:

pretty_print in class Module

options

@ByRef
public HardtanhOptions options()

The options with which this Module was constructed.

options

public HardtanhImpl options(HardtanhOptions setter)