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Gunes Bayirae72a462023-01-29 13:24:24 +00001/*
2 * Copyright (c) 2023 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 SRC_CPU_OPERATORS_CPUADDMULADD
25#define SRC_CPU_OPERATORS_CPUADDMULADD
26
27#include "arm_compute/core/TensorInfo.h"
28
29#include "src/cpu/ICpuOperator.h"
30#include "src/cpu/operators/CpuDequantize.h"
31
32namespace arm_compute
33{
34namespace cpu
35{
36/** Basic function to run @ref kernels::CpuAddMulAddKernel */
37class CpuAddMulAdd : public ICpuOperator
38{
39public:
40 /** Initialize the operator's inputs and outputs.
41 *
42 * Similar to @ref NEAddMulAdd::configure()
43 *
44 */
45 void configure(const ITensorInfo *input1, const ITensorInfo *input2,
46 const ITensorInfo *bn_mul, const ITensorInfo *bn_add,
47 ITensorInfo *add_output, ITensorInfo *final_output,
48 ConvertPolicy policy, const ActivationLayerInfo &act_info);
49 /** Static function to check if given info will lead to a valid configuration
50 *
51 * Similar to @ref CpuAddMulAdd::configure()
52 *
53 * @return a status
54 */
55 static Status validate(const ITensorInfo *input1, const ITensorInfo *input2,
56 const ITensorInfo *bn_mul, const ITensorInfo *bn_add,
57 const ITensorInfo *add_output, const ITensorInfo *final_output,
58 ConvertPolicy policy, const ActivationLayerInfo &act_info);
59
60 // Inherited methods overridden:
61 void run(ITensorPack &tensors) override;
62
63 // We need auxilary memory to dequantize batchnorm coefficients
64 experimental::MemoryRequirements workspace() const override;
65
66private:
67 enum AuxTensorIdx
68 {
69 DequantizedBnMul = 0,
70 DequantizedBnAdd,
71 Count
72 };
73
74 CpuDequantize _dequantize_bn_mul{};
75 CpuDequantize _dequantize_bn_add{};
76
77 TensorInfo _dequantized_bn_mul{};
78 TensorInfo _dequantized_bn_add{};
79
80 experimental::MemoryRequirements _aux_mem{ Count };
81};
82} // namespace cpu
83} // namespace arm_compute
84#endif /* SRC_CPU_OPERATORS_CPUADDMULADD */