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Numerics
Optimizersv4
include
itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.h
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/*=========================================================================
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*
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* Copyright Insight Software Consortium
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0.txt
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*
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*=========================================================================*/
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#ifndef itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader_h
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#define itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader_h
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#include "
itkDomainThreader.h
"
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#include "
itkThreadedIndexedContainerPartitioner.h
"
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namespace
itk
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{
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template
<
typename
TInternalComputationValueType>
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class
ITK_FORWARD_EXPORT
GradientDescentOptimizerBasev4Template
;
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template
<
typename
TInternalComputationValueType>
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class
ITK_TEMPLATE_EXPORT
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
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:
public
DomainThreader
< ThreadedIndexedContainerPartitioner, GradientDescentOptimizerBasev4Template<TInternalComputationValueType> >
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{
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public
:
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ITK_DISALLOW_COPY_AND_ASSIGN(
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
);
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using
Self
=
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
;
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using
Superclass
=
DomainThreader
<
ThreadedIndexedContainerPartitioner
,
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GradientDescentOptimizerBasev4Template<TInternalComputationValueType>
>;
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using
Pointer
=
SmartPointer< Self >
;
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using
ConstPointer
=
SmartPointer< const Self >
;
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itkTypeMacro(
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
,
DomainThreader
);
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itkNewMacro(
Self
);
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using
DomainType
=
typename
Superclass::DomainType;
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using
AssociateType
=
typename
Superclass::AssociateType;
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using
IndexRangeType
=
DomainType
;
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protected
:
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void
ThreadedExecution(
const
IndexRangeType
& subrange,
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const
ThreadIdType
threadId )
override
;
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GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
() =
default
;
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~
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
()
override
=
default
;
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};
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using
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader
=
GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate<double>
;
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}
// end namespace itk
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#ifndef ITK_MANUAL_INSTANTIATION
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#include "itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.hxx"
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#endif
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#endif
itk::LightObject
Light weight base class for most itk classes.
Definition:
itkLightObject.h:55
itkThreadedIndexedContainerPartitioner.h
itk::DomainThreader
Multi-threaded processing on a domain by processing sub-domains per thread.
Definition:
itkDomainThreader.h:66
itk::GradientDescentOptimizerBasev4Template
Definition:
itkGradientDescentOptimizerBasev4.h:39
itk::GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate
Modify the gradient by the learning rate for GradientDescentOptimizerBasev4.
Definition:
itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.h:36
itk::ThreadedIndexedContainerPartitioner
Partitions an indexed container.
Definition:
itkThreadedIndexedContainerPartitioner.h:45
itk::ThreadIdType
unsigned int ThreadIdType
Definition:
itkIntTypes.h:99
itk::GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate::IndexRangeType
DomainType IndexRangeType
Definition:
itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.h:55
itk::SmartPointer< Self >
itk::GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate::AssociateType
typename Superclass::AssociateType AssociateType
Definition:
itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.h:54
itk::GradientDescentOptimizerBasev4ModifyGradientByLearningRateThreaderTemplate::DomainType
typename Superclass::DomainType DomainType
Definition:
itkGradientDescentOptimizerBasev4ModifyGradientByLearningRateThreader.h:53
itkDomainThreader.h
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