C++ API Reference for Intel® Data Analytics Acceleration Library 2020 Update 1

smoothrelu.h
1 /* file: smoothrelu.h */
2 /*******************************************************************************
3 * Copyright 2014-2020 Intel Corporation
4 *
5 * Licensed under the Apache License, Version 2.0 (the "License");
6 * you may not use this file except in compliance with the License.
7 * You may obtain a copy of the License at
8 *
9 * http://www.apache.org/licenses/LICENSE-2.0
10 *
11 * Unless required by applicable law or agreed to in writing, software
12 * distributed under the License is distributed on an "AS IS" BASIS,
13 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
14 * See the License for the specific language governing permissions and
15 * limitations under the License.
16 *******************************************************************************/
17 
18 /*
19 //++
20 // Implementation of the interface for the SmoothReLU algorithm
21 //--
22 */
23 
24 #ifndef __SMOOTHRELU_H__
25 #define __SMOOTHRELU_H__
26 
27 #include "algorithms/algorithm.h"
28 #include "data_management/data/numeric_table.h"
29 #include "services/daal_defines.h"
30 #include "algorithms/math/smoothrelu_types.h"
31 
32 namespace daal
33 {
34 namespace algorithms
35 {
36 namespace math
37 {
38 namespace smoothrelu
39 {
40 namespace interface1
41 {
57 template<typename algorithmFPType, Method method, CpuType cpu>
58 class BatchContainer : public daal::algorithms::AnalysisContainerIface<batch>
59 {
60 public:
67  DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv);
72  DAAL_DEPRECATED ~BatchContainer();
78  virtual services::Status compute() DAAL_C11_OVERRIDE;
79 };
80 
97 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
98 class DAAL_EXPORT Batch : public daal::algorithms::Analysis<batch>
99 {
100 public:
101  typedef algorithms::math::smoothrelu::Input InputType;
102  typedef algorithms::math::smoothrelu::Result ResultType;
103 
108  DAAL_DEPRECATED Batch()
109  {
110  initialize();
111  }
112 
118  Batch(const Batch<algorithmFPType, method> &other) : input(other.input)
119  {
120  initialize();
121  }
122 
127  virtual int getMethod() const DAAL_C11_OVERRIDE { return(int) method; }
128 
133  ResultPtr getResult()
134  {
135  return _result;
136  }
137 
144  services::Status setResult(const ResultPtr &result)
145  {
146  DAAL_CHECK(result, services::ErrorNullResult)
147  _result = result;
148  _res = _result.get();
149  return services::Status();
150  }
151 
152  InputType input;
159  services::SharedPtr<Batch<algorithmFPType, method> > clone() const
160  {
161  return services::SharedPtr<Batch<algorithmFPType, method> >(cloneImpl());
162  }
163 
164 protected:
165  virtual Batch<algorithmFPType, method> *cloneImpl() const DAAL_C11_OVERRIDE
166  {
167  return new Batch<algorithmFPType, method>(*this);
168  }
169 
170  virtual services::Status allocateResult() DAAL_C11_OVERRIDE
171  {
172  _result.reset(new ResultType());
173  services::Status s = _result->allocate<algorithmFPType>(&input, NULL, (int) method);
174  _res = _result.get();
175  return s;
176  }
177 
178  void initialize()
179  {
180  Analysis<batch>::_ac = new __DAAL_ALGORITHM_CONTAINER(batch, BatchContainer, algorithmFPType, method)(&_env);
181  _in = &input;
182  }
183 private:
184  ResultPtr _result;
185 };
187 } // namespace interface1
188 using interface1::BatchContainer;
189 using interface1::Batch;
190 
191 } // namespace smoothrelu
192 } // namespace math
193 } // namespace algorithms
194 } // namespace daal
195 #endif
daal::algorithms::math::smoothrelu::interface1::BatchContainer
Provides methods to run implementations of the SmoothReLU algorithm. This class is associated with da...
Definition: smoothrelu.h:58
daal::algorithms::math::smoothrelu::interface1::Batch::Batch
DAAL_DEPRECATED Batch()
Definition: smoothrelu.h:108
daal::batch
Definition: daal_defines.h:112
daal::algorithms::math::smoothrelu::interface1::Batch::Batch
Batch(const Batch< algorithmFPType, method > &other)
Definition: smoothrelu.h:118
daal::algorithms::math::smoothrelu::interface1::Batch::getResult
ResultPtr getResult()
Definition: smoothrelu.h:133
daal::algorithms::math::smoothrelu::interface1::Batch::getMethod
virtual int getMethod() const DAAL_C11_OVERRIDE
Definition: smoothrelu.h:127
daal::services::ErrorNullResult
Definition: error_indexes.h:98
daal::algorithms::math::smoothrelu::interface1::Batch::input
InputType input
Definition: smoothrelu.h:152
daal::algorithms::AnalysisContainerIface
Abstract interface class that provides virtual methods to access and run implementations of the analy...
Definition: analysis.h:55
daal::algorithms::math::smoothrelu::interface1::Batch::setResult
services::Status setResult(const ResultPtr &result)
Definition: smoothrelu.h:144
daal::algorithms::math::smoothrelu::interface1::Batch
Computes SmoothReLU in the batch processing mode.
Definition: smoothrelu.h:98
daal_defines.h
daal::algorithms::math::smoothrelu::interface1::BatchContainer::compute
virtual services::Status compute() DAAL_C11_OVERRIDE
daal::algorithms::math::smoothrelu::interface1::Batch::clone
services::SharedPtr< Batch< algorithmFPType, method > > clone() const
Definition: smoothrelu.h:159
daal::algorithms::math::smoothrelu::interface1::BatchContainer::~BatchContainer
DAAL_DEPRECATED ~BatchContainer()
daal::algorithms::Analysis
Provides methods for execution of operations over data, such as computation of Summary Statistics est...
Definition: analysis.h:70
daal::algorithms::math::smoothrelu::interface1::BatchContainer::BatchContainer
DAAL_DEPRECATED BatchContainer(daal::services::Environment::env *daalEnv)

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