C++ API Reference for Intel® Data Analytics Acceleration Library 2018 Update 1

maximum_pooling2d_layer.h
1 /* file: maximum_pooling2d_layer.h */
2 /*******************************************************************************
3 * Copyright 2014-2017 Intel Corporation
4 * All Rights Reserved.
5 *
6 * If this software was obtained under the Intel Simplified Software License,
7 * the following terms apply:
8 *
9 * The source code, information and material ("Material") contained herein is
10 * owned by Intel Corporation or its suppliers or licensors, and title to such
11 * Material remains with Intel Corporation or its suppliers or licensors. The
12 * Material contains proprietary information of Intel or its suppliers and
13 * licensors. The Material is protected by worldwide copyright laws and treaty
14 * provisions. No part of the Material may be used, copied, reproduced,
15 * modified, published, uploaded, posted, transmitted, distributed or disclosed
16 * in any way without Intel's prior express written permission. No license under
17 * any patent, copyright or other intellectual property rights in the Material
18 * is granted to or conferred upon you, either expressly, by implication,
19 * inducement, estoppel or otherwise. Any license under such intellectual
20 * property rights must be express and approved by Intel in writing.
21 *
22 * Unless otherwise agreed by Intel in writing, you may not remove or alter this
23 * notice or any other notice embedded in Materials by Intel or Intel's
24 * suppliers or licensors in any way.
25 *
26 *
27 * If this software was obtained under the Apache License, Version 2.0 (the
28 * "License"), the following terms apply:
29 *
30 * You may not use this file except in compliance with the License. You may
31 * obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0
32 *
33 *
34 * Unless required by applicable law or agreed to in writing, software
35 * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
36 * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
37 *
38 * See the License for the specific language governing permissions and
39 * limitations under the License.
40 *******************************************************************************/
41 
42 /*
43 //++
44 // Implementation of maximum 2D pooling layer.
45 //--
46 */
47 
48 #ifndef __MAXIMUM_POOLING2D_LAYER_H__
49 #define __MAXIMUM_POOLING2D_LAYER_H__
50 
51 #include "algorithms/algorithm.h"
52 #include "data_management/data/tensor.h"
53 #include "services/daal_defines.h"
54 #include "algorithms/neural_networks/layers/layer.h"
55 #include "algorithms/neural_networks/layers/pooling2d/maximum_pooling2d_layer_types.h"
56 #include "algorithms/neural_networks/layers/pooling2d/maximum_pooling2d_layer_forward.h"
57 #include "algorithms/neural_networks/layers/pooling2d/maximum_pooling2d_layer_backward.h"
58 
59 
60 namespace daal
61 {
62 namespace algorithms
63 {
64 namespace neural_networks
65 {
66 namespace layers
67 {
71 namespace maximum_pooling2d
72 {
76 namespace interface1
77 {
99 template<typename algorithmFPType = DAAL_ALGORITHM_FP_TYPE, Method method = defaultDense>
100 class Batch : public LayerIface
101 {
102 public:
103  Parameter parameter;
109  Batch(size_t nDimensions) : parameter(nDimensions - 2, nDimensions - 1)
110  {
111  forward::Batch<algorithmFPType, method> *forwardLayerObject = new forward::Batch<algorithmFPType, method>(parameter);
112  backward::Batch<algorithmFPType, method> *backwardLayerObject = new backward::Batch<algorithmFPType, method>(parameter);
113 
114  LayerIface::forwardLayer = services::SharedPtr<forward::Batch<algorithmFPType, method> >(forwardLayerObject);
115  LayerIface::backwardLayer = services::SharedPtr<backward::Batch<algorithmFPType, method> >(backwardLayerObject);
116  }
117 };
119 } // namespace interface1
120 using interface1::Batch;
121 
122 } // namespace maximum_pooling2d
123 } // namespace layers
124 } // namespace neural_networks
125 } // namespace algorithms
126 } // namespace daal
127 
128 #endif
daal::algorithms::neural_networks::layers::maximum_pooling2d::interface1::Batch
Provides methods for the maximum 2D pooling layer in the batch processing mode.
Definition: maximum_pooling2d_layer.h:100
daal
Definition: algorithm_base_common.h:57
daal::algorithms::neural_networks::layers::maximum_pooling2d::interface1::Batch::Batch
Batch(size_t nDimensions)
Definition: maximum_pooling2d_layer.h:109
daal_defines.h
daal::algorithms::neural_networks::layers::maximum_pooling2d::interface1::Batch::parameter
Parameter parameter
Definition: maximum_pooling2d_layer.h:103
daal::algorithms::neural_networks::layers::maximum_pooling2d::interface1::Parameter
Parameters for the maximum 2D pooling layer.
Definition: maximum_pooling2d_layer_types.h:115

For more complete information about compiler optimizations, see our Optimization Notice.