telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #pragma once |
| 6 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame^] | 7 | #include <backends/OutputHandler.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 8 | |
David Beck | 0dbe0ee | 2018-09-24 15:59:27 +0100 | [diff] [blame^] | 9 | #include <memory/BaseMemoryManager.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 10 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | #include <boost/core/ignore_unused.hpp> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 12 | #include <boost/optional.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | |
| 14 | namespace armnn |
| 15 | { |
| 16 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 17 | // Neon workload factory. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 18 | class NeonWorkloadFactory : public IWorkloadFactory |
| 19 | { |
| 20 | public: |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 21 | NeonWorkloadFactory(); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
| 23 | virtual Compute GetCompute() const override { return Compute::CpuAcc; } |
| 24 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 25 | static bool IsLayerSupported(const Layer& layer, boost::optional<DataType> dataType, |
| 26 | std::string& outReasonIfUnsupported); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | |
| 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 Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 36 | virtual std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
| 37 | DataLayout dataLayout) const override; |
| 38 | |
telsoa01 | 4fcda01 | 2018-03-09 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> CreateMultiplication(const MultiplicationQueueDescriptor& descriptor, |
| 76 | const WorkloadInfo& info) const override; |
| 77 | |
| 78 | virtual std::unique_ptr<IWorkload> CreateAddition(const AdditionQueueDescriptor& 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 | |
| 102 | virtual std::unique_ptr<IWorkload> CreateFloor(const FloorQueueDescriptor& descriptor, |
| 103 | const WorkloadInfo& info) const override; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 104 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 105 | virtual std::unique_ptr<IWorkload> CreateLstm(const LstmQueueDescriptor& descriptor, |
| 106 | const WorkloadInfo& info) const override; |
| 107 | |
| 108 | virtual std::unique_ptr<IWorkload> CreateConvertFp16ToFp32(const ConvertFp16ToFp32QueueDescriptor& descriptor, |
| 109 | const WorkloadInfo& info) const override; |
| 110 | |
| 111 | virtual std::unique_ptr<IWorkload> CreateConvertFp32ToFp16(const ConvertFp32ToFp16QueueDescriptor& descriptor, |
| 112 | const WorkloadInfo& info) const override; |
| 113 | |
Francis Murtagh | e7a86a4 | 2018-08-29 12:42:10 +0100 | [diff] [blame] | 114 | virtual std::unique_ptr<IWorkload> CreateDivision(const DivisionQueueDescriptor& descriptor, |
| 115 | const WorkloadInfo& info) const override; |
| 116 | |
David Beck | c2044fe | 2018-09-05 15:00:38 +0100 | [diff] [blame] | 117 | virtual std::unique_ptr<IWorkload> CreateSubtraction(const SubtractionQueueDescriptor& descriptor, |
| 118 | const WorkloadInfo& info) const override; |
| 119 | |
narpra01 | a6bf912 | 2018-09-10 09:50:09 +0100 | [diff] [blame] | 120 | virtual std::unique_ptr<IWorkload> CreateMean(const MeanQueueDescriptor& descriptor, |
| 121 | const WorkloadInfo& Info) const override; |
| 122 | |
jimfly01 | 2c9322a | 2018-09-19 10:59:49 +0100 | [diff] [blame] | 123 | virtual std::unique_ptr<IWorkload> CreatePad(const PadQueueDescriptor& descriptor, |
| 124 | const WorkloadInfo& info) const override; |
| 125 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 126 | virtual void Finalize() override; |
| 127 | |
| 128 | virtual void Release() override; |
| 129 | |
| 130 | virtual void Acquire() override; |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 131 | |
| 132 | private: |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 133 | #ifdef ARMCOMPUTENEON_ENABLED |
| 134 | mutable NeonMemoryManager m_MemoryManager; |
| 135 | #endif |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 136 | }; |
| 137 | |
| 138 | } //namespace armnn |