David Beck | 279f872 | 2018-09-12 13:50:03 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include <armnn/Types.hpp> |
David Beck | ac42efd | 2018-09-26 17:41:13 +0100 | [diff] [blame] | 9 | #include <backends/StringMapping.hpp> |
| 10 | #include <backends/Workload.hpp> |
| 11 | #include <backends/WorkloadData.hpp> |
David Beck | 279f872 | 2018-09-12 13:50:03 +0100 | [diff] [blame] | 12 | |
| 13 | namespace armnn |
| 14 | { |
| 15 | |
| 16 | template <typename Functor, |
| 17 | typename armnn::DataType DataType, |
| 18 | typename ParentDescriptor, |
| 19 | typename armnn::StringMapping::Id DebugString> |
| 20 | class RefArithmeticWorkload |
| 21 | { |
| 22 | // Needs specialization. The default is empty on purpose. |
| 23 | }; |
| 24 | |
| 25 | template <typename ParentDescriptor, typename Functor> |
| 26 | class BaseFloat32ArithmeticWorkload : public Float32Workload<ParentDescriptor> |
| 27 | { |
| 28 | public: |
| 29 | using Float32Workload<ParentDescriptor>::Float32Workload; |
| 30 | void ExecuteImpl(const char * debugString) const; |
| 31 | }; |
| 32 | |
| 33 | template <typename Functor, |
| 34 | typename ParentDescriptor, |
| 35 | typename armnn::StringMapping::Id DebugString> |
| 36 | class RefArithmeticWorkload<Functor, armnn::DataType::Float32, ParentDescriptor, DebugString> |
| 37 | : public BaseFloat32ArithmeticWorkload<ParentDescriptor, Functor> |
| 38 | { |
| 39 | public: |
| 40 | using BaseFloat32ArithmeticWorkload<ParentDescriptor, Functor>::BaseFloat32ArithmeticWorkload; |
| 41 | |
| 42 | virtual void Execute() const override |
| 43 | { |
| 44 | using Parent = BaseFloat32ArithmeticWorkload<ParentDescriptor, Functor>; |
| 45 | Parent::ExecuteImpl(StringMapping::Instance().Get(DebugString)); |
| 46 | } |
| 47 | }; |
| 48 | |
| 49 | template <typename ParentDescriptor, typename Functor> |
| 50 | class BaseUint8ArithmeticWorkload : public Uint8Workload<ParentDescriptor> |
| 51 | { |
| 52 | public: |
| 53 | using Uint8Workload<ParentDescriptor>::Uint8Workload; |
| 54 | void ExecuteImpl(const char * debugString) const; |
| 55 | }; |
| 56 | |
| 57 | template <typename Functor, |
| 58 | typename ParentDescriptor, |
| 59 | typename armnn::StringMapping::Id DebugString> |
| 60 | class RefArithmeticWorkload<Functor, armnn::DataType::QuantisedAsymm8, ParentDescriptor, DebugString> |
| 61 | : public BaseUint8ArithmeticWorkload<ParentDescriptor, Functor> |
| 62 | { |
| 63 | public: |
| 64 | using BaseUint8ArithmeticWorkload<ParentDescriptor, Functor>::BaseUint8ArithmeticWorkload; |
| 65 | |
| 66 | virtual void Execute() const override |
| 67 | { |
| 68 | using Parent = BaseUint8ArithmeticWorkload<ParentDescriptor, Functor>; |
| 69 | Parent::ExecuteImpl(StringMapping::Instance().Get(DebugString)); |
| 70 | } |
| 71 | }; |
| 72 | |
| 73 | using RefAdditionFloat32Workload = |
| 74 | RefArithmeticWorkload<std::plus<float>, |
| 75 | DataType::Float32, |
| 76 | AdditionQueueDescriptor, |
| 77 | StringMapping::RefAdditionWorkload_Execute>; |
| 78 | |
| 79 | using RefAdditionUint8Workload = |
| 80 | RefArithmeticWorkload<std::plus<float>, |
| 81 | DataType::QuantisedAsymm8, |
| 82 | AdditionQueueDescriptor, |
| 83 | StringMapping::RefAdditionWorkload_Execute>; |
| 84 | |
| 85 | |
| 86 | using RefSubtractionFloat32Workload = |
| 87 | RefArithmeticWorkload<std::minus<float>, |
| 88 | DataType::Float32, |
| 89 | SubtractionQueueDescriptor, |
| 90 | StringMapping::RefSubtractionWorkload_Execute>; |
| 91 | |
| 92 | using RefSubtractionUint8Workload = |
| 93 | RefArithmeticWorkload<std::minus<float>, |
| 94 | DataType::QuantisedAsymm8, |
| 95 | SubtractionQueueDescriptor, |
| 96 | StringMapping::RefSubtractionWorkload_Execute>; |
| 97 | |
| 98 | using RefMultiplicationFloat32Workload = |
| 99 | RefArithmeticWorkload<std::multiplies<float>, |
| 100 | DataType::Float32, |
| 101 | MultiplicationQueueDescriptor, |
| 102 | StringMapping::RefMultiplicationWorkload_Execute>; |
| 103 | |
| 104 | using RefMultiplicationUint8Workload = |
| 105 | RefArithmeticWorkload<std::multiplies<float>, |
| 106 | DataType::QuantisedAsymm8, |
| 107 | MultiplicationQueueDescriptor, |
| 108 | StringMapping::RefMultiplicationWorkload_Execute>; |
| 109 | |
| 110 | using RefDivisionFloat32Workload = |
| 111 | RefArithmeticWorkload<std::divides<float>, |
| 112 | DataType::Float32, |
| 113 | DivisionQueueDescriptor, |
| 114 | StringMapping::RefDivisionWorkload_Execute>; |
| 115 | |
| 116 | using RefDivisionUint8Workload = |
| 117 | RefArithmeticWorkload<std::divides<float>, |
| 118 | DataType::QuantisedAsymm8, |
| 119 | DivisionQueueDescriptor, |
| 120 | StringMapping::RefDivisionWorkload_Execute>; |
| 121 | |
| 122 | } // armnn |