1 /*
2 * Copyright (c) 2021 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 #include "src/cpu/operators/CpuElementwise.h"
25 #include "src/common/utils/Log.h"
26 #include "src/core/helpers/WindowHelpers.h"
27 #include "src/cpu/kernels/CpuElementwiseKernel.h"
28
29 namespace arm_compute
30 {
31 namespace cpu
32 {
run(ITensorPack & tensors)33 void CpuElementwiseBase::run(ITensorPack &tensors)
34 {
35 // If the kernel has been configured, use the window from the kernel.
36 if(_kernel->is_window_configured())
37 {
38 ICpuOperator::run(tensors);
39 return;
40 }
41
42 auto src0_info = tensors.get_const_tensor(TensorType::ACL_SRC_0)->info();
43 auto src1_info = tensors.get_const_tensor(TensorType::ACL_SRC_1)->info();
44 auto shape_and_window = compute_output_shape_and_window(src0_info->tensor_shape(), src1_info->tensor_shape());
45 ICpuOperator::run(tensors, shape_and_window.second);
46 }
47
48 template <ArithmeticOperation op>
configure(const ITensorInfo * src0,const ITensorInfo * src1,ITensorInfo * dst)49 void CpuElementwiseArithmetic<op>::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst)
50 {
51 ARM_COMPUTE_LOG_PARAMS(src0, src1, dst);
52 auto k = std::make_unique<kernels::CpuArithmeticKernel>();
53 k->configure(op, src0, src1, dst);
54 _kernel = std::move(k);
55 }
56
57 template <ArithmeticOperation op>
validate(const ITensorInfo * src0,const ITensorInfo * src1,const ITensorInfo * dst)58 Status CpuElementwiseArithmetic<op>::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst)
59 {
60 return kernels::CpuArithmeticKernel::validate(op, src0, src1, dst);
61 }
62
63 template class CpuElementwiseArithmetic<ArithmeticOperation::MAX>;
64 template class CpuElementwiseArithmetic<ArithmeticOperation::MIN>;
65 template class CpuElementwiseArithmetic<ArithmeticOperation::SQUARED_DIFF>;
66 template class CpuElementwiseArithmetic<ArithmeticOperation::PRELU>;
67
configure(const ITensorInfo * src0,const ITensorInfo * src1,ITensorInfo * dst)68 void CpuElementwiseDivision::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst)
69 {
70 ARM_COMPUTE_LOG_PARAMS(src0, src1, dst);
71 auto k = std::make_unique<kernels::CpuDivisionKernel>();
72 k->configure(src0, src1, dst);
73 _kernel = std::move(k);
74 }
75
validate(const ITensorInfo * src0,const ITensorInfo * src1,const ITensorInfo * dst)76 Status CpuElementwiseDivision::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst)
77 {
78 return kernels::CpuDivisionKernel::validate(src0, src1, dst);
79 }
80
configure(const ITensorInfo * src0,const ITensorInfo * src1,ITensorInfo * dst)81 void CpuElementwisePower::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst)
82 {
83 ARM_COMPUTE_LOG_PARAMS(src0, src1, dst);
84 auto k = std::make_unique<kernels::CpuPowerKernel>();
85 k->configure(src0, src1, dst);
86 _kernel = std::move(k);
87 }
88
validate(const ITensorInfo * src0,const ITensorInfo * src1,const ITensorInfo * dst)89 Status CpuElementwisePower::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst)
90 {
91 return kernels::CpuPowerKernel::validate(src0, src1, dst);
92 }
93
94 template <ComparisonOperation COP>
configure(const ITensorInfo * src0,const ITensorInfo * src1,ITensorInfo * dst)95 void CpuElementwiseComparisonStatic<COP>::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst)
96 {
97 ARM_COMPUTE_LOG_PARAMS(src0, src1, dst);
98 auto k = std::make_unique<kernels::CpuComparisonKernel>();
99 k->configure(COP, src0, src1, dst);
100 _kernel = std::move(k);
101 }
102
103 template <ComparisonOperation COP>
validate(const ITensorInfo * src0,const ITensorInfo * src1,const ITensorInfo * dst)104 Status CpuElementwiseComparisonStatic<COP>::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst)
105 {
106 return kernels::CpuComparisonKernel::validate(COP, src0, src1, dst);
107 }
108
configure(const ITensorInfo * src0,const ITensorInfo * src1,ITensorInfo * dst,ComparisonOperation op)109 void CpuElementwiseComparison::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst, ComparisonOperation op)
110 {
111 ARM_COMPUTE_LOG_PARAMS(src0, src1, dst);
112 auto k = std::make_unique<kernels::CpuComparisonKernel>();
113 k->configure(op, src0, src1, dst);
114 _kernel = std::move(k);
115 }
116
validate(const ITensorInfo * src0,const ITensorInfo * src1,const ITensorInfo * dst,ComparisonOperation op)117 Status CpuElementwiseComparison::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst, ComparisonOperation op)
118 {
119 return kernels::CpuComparisonKernel::validate(op, src0, src1, dst);
120 }
121
122 // Supported Specializations
123 template class CpuElementwiseComparisonStatic<ComparisonOperation::Equal>;
124 template class CpuElementwiseComparisonStatic<ComparisonOperation::NotEqual>;
125 template class CpuElementwiseComparisonStatic<ComparisonOperation::Greater>;
126 template class CpuElementwiseComparisonStatic<ComparisonOperation::GreaterEqual>;
127 template class CpuElementwiseComparisonStatic<ComparisonOperation::Less>;
128 template class CpuElementwiseComparisonStatic<ComparisonOperation::LessEqual>;
129 } // namespace cpu
130 } // namespace arm_compute