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review.mlplatform.org / ml / armnn / 60578950322491e44b4203fe085c3230ead19c7a / . / src / backends / cl / ClWorkloadFactory.hpp
blob: c45bc1583956f2e17e55b8e444502a2c4634bf64 [file] [log] [blame]
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]1//
2// Copyright © 2017 Arm Ltd. All rights reserved.
David Beckecb56cd2018-09-05 12:52:57 +0100[diff] [blame]3// SPDX-License-Identifier: MIT
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]4//
5#pragma once
6
David Beck0dbe0ee2018-09-24 15:59:27 +0100[diff] [blame]7#include <armnn/IRuntime.hpp>
David Beck29c75de2018-10-23 13:35:58 +0100[diff] [blame]8#include <armnn/Optional.hpp>
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]9
Aron Virginas-Tarc9cc8042018-11-01 16:15:57 +0000[diff] [blame]10#include <backendsCommon/OutputHandler.hpp>
Aron Virginas-Tar60578952018-10-31 11:04:01 +0000[diff] [blame^]11#include <aclCommon/BaseMemoryManager.hpp>
Aron Virginas-Tarf9aeef02018-10-12 15:18:03 +0100[diff] [blame]12
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]13namespace armnn
14{
15
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]16// ARM Compute OpenCL workload factory.
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]17class ClWorkloadFactory : public IWorkloadFactory
18{
19public:
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]20 ClWorkloadFactory();
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]21
David Beck79141b92018-10-23 16:09:36 +0100[diff] [blame]22 const BackendId& GetBackendId() const override;
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]23
David Beck29c75de2018-10-23 13:35:58 +0100[diff] [blame]24 static bool IsLayerSupported(const Layer& layer,
25 Optional<DataType> dataType,
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]26 std::string& outReasonIfUnsupported);
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]27
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]28 virtual bool SupportsSubTensors() const override { return true; }
29
30 virtual std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent,
31 TensorShape const& subTensorShape,
32 unsigned int const* subTensorOrigin) const override;
33
34 virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override;
35
Francis Murtagh351d13d2018-09-24 15:01:18 +0100[diff] [blame]36 virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo,
37 DataLayout dataLayout) const override;
38
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]39 virtual std::unique_ptr<IWorkload> CreateInput(const InputQueueDescriptor& descriptor,
40 const WorkloadInfo& info) const override;
41
42 virtual std::unique_ptr<IWorkload> CreateOutput(const OutputQueueDescriptor& descriptor,
43 const WorkloadInfo& info) const override;
44
45 virtual std::unique_ptr<IWorkload> CreateActivation(const ActivationQueueDescriptor& descriptor,
46 const WorkloadInfo& info) const override;
47
48 virtual std::unique_ptr<IWorkload> CreateSoftmax(const SoftmaxQueueDescriptor& descriptor,
49 const WorkloadInfo& info) const override;
50
51 virtual std::unique_ptr<IWorkload> CreateSplitter(const SplitterQueueDescriptor& descriptor,
52 const WorkloadInfo& info) const override;
53
54 virtual std::unique_ptr<IWorkload> CreateMerger(const MergerQueueDescriptor& descriptor,
55 const WorkloadInfo& info) const override;
56
57 virtual std::unique_ptr<IWorkload> CreateFullyConnected(const FullyConnectedQueueDescriptor& descriptor,
58 const WorkloadInfo& info) const override;
59
60 virtual std::unique_ptr<IWorkload> CreatePermute(const PermuteQueueDescriptor& descriptor,
61 const WorkloadInfo& info) const override;
62
63 virtual std::unique_ptr<IWorkload> CreatePooling2d(const Pooling2dQueueDescriptor& descriptor,
64 const WorkloadInfo& info) const override;
65
66 virtual std::unique_ptr<IWorkload> CreateConvolution2d(const Convolution2dQueueDescriptor& descriptor,
67 const WorkloadInfo& info) const override;
68
69 virtual std::unique_ptr<IWorkload> CreateDepthwiseConvolution2d(
70 const DepthwiseConvolution2dQueueDescriptor& descriptor, const WorkloadInfo& info) const override;
71
72 virtual std::unique_ptr<IWorkload> CreateNormalization(const NormalizationQueueDescriptor& descriptor,
73 const WorkloadInfo& info) const override;
74
75 virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& descriptor,
76 const WorkloadInfo& info) const override;
77
78 virtual std::unique_ptr<IWorkload> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor,
79 const WorkloadInfo& info) const override;
80
81 virtual std::unique_ptr<IWorkload> CreateBatchNormalization(const BatchNormalizationQueueDescriptor& descriptor,
82 const WorkloadInfo& info) const override;
83
84 virtual std::unique_ptr<IWorkload> CreateMemCopy(const MemCopyQueueDescriptor& descriptor,
85 const WorkloadInfo& info) const override;
86
87 virtual std::unique_ptr<IWorkload> CreateResizeBilinear(const ResizeBilinearQueueDescriptor& descriptor,
88 const WorkloadInfo& info) const override;
89
90 virtual std::unique_ptr<IWorkload> CreateFakeQuantization(const FakeQuantizationQueueDescriptor& descriptor,
91 const WorkloadInfo& info) const override;
92
93 virtual std::unique_ptr<IWorkload> CreateL2Normalization(const L2NormalizationQueueDescriptor& descriptor,
94 const WorkloadInfo& info) const override;
95
96 virtual std::unique_ptr<IWorkload> CreateConstant(const ConstantQueueDescriptor& descriptor,
97 const WorkloadInfo& info) const override;
98
99 virtual std::unique_ptr<IWorkload> CreateReshape(const ReshapeQueueDescriptor& descriptor,
100 const WorkloadInfo& info) const override;
101
Nattapat Chaimanowong207ef9a2018-11-02 10:57:25 +0000[diff] [blame]102 virtual std::unique_ptr<IWorkload> CreateSpaceToBatchNd(const SpaceToBatchNdQueueDescriptor& descriptor,
103 const WorkloadInfo& info) const override;
104
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]105 virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor,
106 const WorkloadInfo& info) const override;
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]107
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]108 virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor,
109 const WorkloadInfo& info) const override;
110
111 virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor,
112 const WorkloadInfo& info) const override;
113
114 virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor,
115 const WorkloadInfo& info) const override;
116
Francis Murtaghe7a86a42018-08-29 12:42:10 +0100[diff] [blame]117 virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor,
118 const WorkloadInfo& info) const override;
119
David Beckc2044fe2018-09-05 15:00:38 +0100[diff] [blame]120 virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor,
121 const WorkloadInfo& info) const override;
122
narpra01a6bf9122018-09-10 09:50:09 +0100[diff] [blame]123 virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor,
124 const WorkloadInfo& Info) const override;
125
jimfly012c9322a2018-09-19 10:59:49 +0100[diff] [blame]126 virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor,
127 const WorkloadInfo& info) const override;
128
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]129 virtual void Release() override;
130
131 virtual void Acquire() override;
surmeh013537c2c2018-05-18 16:31:43 +0100[diff] [blame]132
surmeh01bceff2f2018-03-29 16:29:27 +0100[diff] [blame]133private:
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]134
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]135#ifdef ARMCOMPUTECL_ENABLED
Aron Virginas-Tara8e06ed2018-10-19 16:46:15 +0100[diff] [blame]136 template<typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args>
137 static std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor,
138 const WorkloadInfo& info,
139 Args&&... args);
140
141 template <typename Workload, typename QueueDescriptorType, typename... Args>
142 static std::unique_ptr<IWorkload> MakeWorkload(const QueueDescriptorType& descriptor,
143 const WorkloadInfo& info,
144 Args&&... args);
145
telsoa01c577f2c2018-08-31 09:22:23 +0100[diff] [blame]146 mutable ClMemoryManager m_MemoryManager;
147#endif
telsoa014fcda012018-03-09 14:13:49 +0000[diff] [blame]148};
149
150} // namespace armnn