Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +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 <aclCommon/BaseMemoryManager.hpp> |
Matteo Martincigh | e5b8eb9 | 2019-11-28 15:45:42 +0000 | [diff] [blame] | 9 | #include <armnn/backends/ITensorHandleFactory.hpp> |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 10 | |
| 11 | namespace armnn |
| 12 | { |
| 13 | |
Jan Eilers | e9f0f0f | 2019-08-16 10:28:37 +0100 | [diff] [blame] | 14 | constexpr const char* NeonTensorHandleFactoryId() { return "Arm/Neon/TensorHandleFactory"; } |
| 15 | |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 16 | const std::set<armnn::LayerType> paddingRequiredLayers { |
| 17 | LayerType::ArgMinMax, |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 18 | LayerType::Convolution2d, |
| 19 | LayerType::DepthToSpace, |
| 20 | LayerType::DepthwiseConvolution2d, |
| 21 | LayerType::Dequantize, |
| 22 | LayerType::FullyConnected, |
| 23 | LayerType::Gather, |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 24 | LayerType::Lstm, |
| 25 | LayerType::Mean, |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 26 | LayerType::Permute, |
| 27 | LayerType::Pooling2d, |
| 28 | LayerType::Quantize, |
| 29 | LayerType::QuantizedLstm, |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 30 | LayerType::Stack, |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 31 | LayerType::TransposeConvolution2d |
| 32 | }; |
| 33 | |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 34 | class NeonTensorHandleFactory : public ITensorHandleFactory |
| 35 | { |
| 36 | public: |
Jan Eilers | e9f0f0f | 2019-08-16 10:28:37 +0100 | [diff] [blame] | 37 | NeonTensorHandleFactory(std::weak_ptr<NeonMemoryManager> mgr) |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 38 | : m_MemoryManager(mgr), |
| 39 | m_ImportFlags(static_cast<MemorySourceFlags>(MemorySource::Malloc)), |
| 40 | m_ExportFlags(static_cast<MemorySourceFlags>(MemorySource::Malloc)) |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 41 | {} |
| 42 | |
| 43 | std::unique_ptr<ITensorHandle> CreateSubTensorHandle(ITensorHandle& parent, |
Jan Eilers | e9f0f0f | 2019-08-16 10:28:37 +0100 | [diff] [blame] | 44 | const TensorShape& subTensorShape, |
| 45 | const unsigned int* subTensorOrigin) const override; |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 46 | |
David Monahan | c6e5a6e | 2019-10-02 09:33:57 +0100 | [diff] [blame] | 47 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo) const override; |
| 48 | |
| 49 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
| 50 | DataLayout dataLayout) const override; |
| 51 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 52 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
Francis Murtagh | 623069d | 2020-08-14 17:24:39 +0100 | [diff] [blame] | 53 | const bool IsMemoryManaged) const override; |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 54 | |
| 55 | std::unique_ptr<ITensorHandle> CreateTensorHandle(const TensorInfo& tensorInfo, |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 56 | DataLayout dataLayout, |
| 57 | const bool IsMemoryManaged = true) const override; |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 58 | |
Jan Eilers | e9f0f0f | 2019-08-16 10:28:37 +0100 | [diff] [blame] | 59 | static const FactoryId& GetIdStatic(); |
| 60 | |
Ferran Balaguer | bfeb271 | 2019-08-07 15:14:56 +0100 | [diff] [blame] | 61 | const FactoryId& GetId() const override; |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 62 | |
Sadik Armagan | ab3bd4d | 2020-08-25 11:48:00 +0100 | [diff] [blame] | 63 | bool SupportsInPlaceComputation() const override; |
| 64 | |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 65 | bool SupportsSubTensors() const override; |
| 66 | |
| 67 | MemorySourceFlags GetExportFlags() const override; |
| 68 | |
| 69 | MemorySourceFlags GetImportFlags() const override; |
| 70 | |
Narumol Prangnawarat | 1a26896 | 2020-07-27 15:52:13 +0100 | [diff] [blame] | 71 | std::vector<Capability> GetCapabilities(const IConnectableLayer* layer, |
| 72 | const IConnectableLayer* connectedLayer, |
| 73 | CapabilityClass capabilityClass) override; |
| 74 | |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 75 | private: |
Jan Eilers | e9f0f0f | 2019-08-16 10:28:37 +0100 | [diff] [blame] | 76 | mutable std::shared_ptr<NeonMemoryManager> m_MemoryManager; |
Narumol Prangnawarat | b8d771a | 2020-08-14 11:51:12 +0100 | [diff] [blame] | 77 | MemorySourceFlags m_ImportFlags; |
| 78 | MemorySourceFlags m_ExportFlags; |
Narumol Prangnawarat | 4e3e818 | 2019-08-14 12:25:50 +0100 | [diff] [blame] | 79 | }; |
| 80 | |
| 81 | } // namespace armnn |