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1 /*
2  * Copyright (c) 2017-2020 Arm Limited.
3  *
4  * SPDX-License-Identifier: MIT
5  *
6  * Permission is hereby granted, free of charge, to any person obtaining a copy
7  * of this software and associated documentation files (the "Software"), to
8  * deal in the Software without restriction, including without limitation the
9  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10  * sell copies of the Software, and to permit persons to whom the Software is
11  * furnished to do so, subject to the following conditions:
12  *
13  * The above copyright notice and this permission notice shall be included in all
14  * copies or substantial portions of the Software.
15  *
16  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22  * SOFTWARE.
23  */
24 #ifndef ARM_COMPUTE_NEIM2COL_H
25 #define ARM_COMPUTE_NEIM2COL_H
26 
27 #include "arm_compute/runtime/NEON/INESimpleFunctionNoBorder.h"
28 
29 #include "arm_compute/core/Size2D.h"
30 #include "arm_compute/core/Types.h"
31 #include <memory>
32 
33 namespace arm_compute
34 {
35 // Forward declarations
36 class ITensor;
37 class ITensorInfo;
38 class NEIm2ColKernel;
39 
40 /** Basic function to run @ref NEIm2ColKernel */
41 class NEIm2Col : public IFunction
42 {
43 public:
44     /** Default constructor */
45     NEIm2Col();
46     /** Prevent instances of this class from being copied (As this class contains pointers) */
47     NEIm2Col(const NEIm2Col &) = delete;
48     /** Prevent instances of this class from being copied (As this class contains pointers) */
49     NEIm2Col &operator=(const NEIm2Col &) = delete;
50     /** Prevent instances of this class from being moved (As this class contains non movable objects) */
51     NEIm2Col(NEIm2Col &&) = delete;
52     /** Prevent instances of this class from being moved (As this class contains non movable objects) */
53     NEIm2Col &operator=(NEIm2Col &&) = delete;
54     /** Default destructor */
55     ~NEIm2Col();
56     /** Configure the im2col NEON kernel
57      *
58      * @param[in]  input       The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM],
59      *                         while every optional dimension from 4 and above represent a batch of inputs.
60      *                         Data types supported: QASYMM8/QASYMM8_SIGNED/BFLOAT16/F16/F32
61      *                         Note: QASYMM8/QASYMM8_SIGNED works only for has_bias = false
62      * @param[out] output      The output tensor. Data types supported: Same as @p input
63      * @param[in]  kernel_dims The kernel dimensions (width and height).
64      * @param[in]  conv_info   Contains padding and stride information described in @ref PadStrideInfo.
65      * @param[in]  has_bias    In case biases are provided expands the matrix with 1.
66      * @param[in]  dilation    (Optional) Dilation, in elements, across x and y. Defaults to (1, 1).
67      * @param[in]  num_groups  (Optional) Number of groups when performing a grouped convolution
68      */
69     void configure(const ITensor *input, ITensor *output, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, const Size2D &dilation = Size2D(1U, 1U),
70                    unsigned int num_groups = 1);
71     /** Static function to check if given info will lead to a valid configuration of @ref NEIm2Col
72      *
73      * @param[in] input       The input tensor to convert. 3 lower dimensions represent a single input [width, height, IFM],
74      *                        while every optional dimension from 4 and above represent a batch of inputs.
75      *                        Data types supported: QASYMM8/QASYMM8_SIGNED/BFLOAT16/F16/F32
76      *                        Note: QASYMM8/QASYMM8_SIGNED works only for has_bias = false
77      * @param[in] output      The output tensor. Data types supported: Same as @p input
78      * @param[in] kernel_dims The kernel dimensions (width and height).
79      * @param[in] conv_info   Contains padding and stride information described in @ref PadStrideInfo.
80      * @param[in] has_bias    In case biases are provided expands the matrix with 1.
81      * @param[in] dilation    (Optional) Dilation, in elements, across x and y. Defaults to (1, 1).
82      * @param[in] num_groups  (Optional) Number of groups when performing a grouped convolution
83      *
84      * @return a status
85      */
86     static Status validate(const ITensorInfo *input, const ITensorInfo *output, const Size2D &kernel_dims, const PadStrideInfo &conv_info, bool has_bias, const Size2D &dilation = Size2D(1U, 1U),
87                            unsigned int num_groups = 1);
88 
89     // Inherited methods overridden:
90     void run() override;
91 
92 private:
93     std::unique_ptr<NEIm2ColKernel> _kernel;
94     unsigned int                    _y_dim;
95 };
96 } // namespace arm_compute
97 #endif /* ARM_COMPUTE_NEIM2COL_H */
98