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 | |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 7 | #include <backendsCommon/OutputHandler.hpp> |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 8 | #include <aclCommon/ArmComputeTensorHandle.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 9 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 11 | #include <Half.hpp> |
| 12 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | #include <arm_compute/runtime/CL/CLTensor.h> |
| 14 | #include <arm_compute/runtime/CL/CLSubTensor.h> |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 15 | #include <arm_compute/runtime/IMemoryGroup.h> |
Narumol Prangnawarat | 680f991 | 2019-10-01 11:32:10 +0100 | [diff] [blame] | 16 | #include <arm_compute/runtime/MemoryGroup.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 17 | #include <arm_compute/core/TensorShape.h> |
| 18 | #include <arm_compute/core/Coordinates.h> |
| 19 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 20 | #include <boost/polymorphic_pointer_cast.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 21 | |
| 22 | namespace armnn |
| 23 | { |
| 24 | |
| 25 | |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 26 | class IClTensorHandle : public IAclTensorHandle |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 27 | { |
| 28 | public: |
| 29 | virtual arm_compute::ICLTensor& GetTensor() = 0; |
| 30 | virtual arm_compute::ICLTensor const& GetTensor() const = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 31 | virtual arm_compute::DataType GetDataType() const = 0; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 32 | virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>& memoryGroup) = 0; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 33 | }; |
| 34 | |
| 35 | class ClTensorHandle : public IClTensorHandle |
| 36 | { |
| 37 | public: |
| 38 | ClTensorHandle(const TensorInfo& tensorInfo) |
| 39 | { |
| 40 | armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo); |
| 41 | } |
| 42 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 43 | ClTensorHandle(const TensorInfo& tensorInfo, DataLayout dataLayout) |
| 44 | { |
| 45 | armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo, dataLayout); |
| 46 | } |
| 47 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | arm_compute::CLTensor& GetTensor() override { return m_Tensor; } |
| 49 | arm_compute::CLTensor const& GetTensor() const override { return m_Tensor; } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 50 | virtual void Allocate() override {armnn::armcomputetensorutils::InitialiseArmComputeTensorEmpty(m_Tensor);} |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 51 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 52 | virtual void Manage() override |
| 53 | { |
| 54 | assert(m_MemoryGroup != nullptr); |
| 55 | m_MemoryGroup->manage(&m_Tensor); |
| 56 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 58 | virtual const void* Map(bool blocking = true) const override |
| 59 | { |
| 60 | const_cast<arm_compute::CLTensor*>(&m_Tensor)->map(blocking); |
| 61 | return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes()); |
| 62 | } |
Matthew Bentham | 7c1603a | 2019-06-21 17:22:23 +0100 | [diff] [blame] | 63 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 64 | virtual void Unmap() const override { const_cast<arm_compute::CLTensor*>(&m_Tensor)->unmap(); } |
| 65 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 66 | virtual ITensorHandle* GetParent() const override { return nullptr; } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 67 | |
| 68 | virtual arm_compute::DataType GetDataType() const override |
| 69 | { |
| 70 | return m_Tensor.info()->data_type(); |
| 71 | } |
| 72 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 73 | virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>& memoryGroup) override |
| 74 | { |
Narumol Prangnawarat | 680f991 | 2019-10-01 11:32:10 +0100 | [diff] [blame] | 75 | m_MemoryGroup = boost::polymorphic_pointer_downcast<arm_compute::MemoryGroup>(memoryGroup); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 76 | } |
| 77 | |
| 78 | TensorShape GetStrides() const override |
| 79 | { |
| 80 | return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes()); |
| 81 | } |
| 82 | |
| 83 | TensorShape GetShape() const override |
| 84 | { |
| 85 | return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape()); |
| 86 | } |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 87 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 88 | private: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 89 | // Only used for testing |
| 90 | void CopyOutTo(void* memory) const override |
| 91 | { |
| 92 | const_cast<armnn::ClTensorHandle*>(this)->Map(true); |
| 93 | switch(this->GetDataType()) |
| 94 | { |
| 95 | case arm_compute::DataType::F32: |
| 96 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 97 | static_cast<float*>(memory)); |
| 98 | break; |
Nattapat Chaimanowong | 8c76cc1 | 2019-01-23 09:59:14 +0000 | [diff] [blame] | 99 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 100 | case arm_compute::DataType::QASYMM8: |
| 101 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 102 | static_cast<uint8_t*>(memory)); |
| 103 | break; |
| 104 | case arm_compute::DataType::F16: |
| 105 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 106 | static_cast<armnn::Half*>(memory)); |
| 107 | break; |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 108 | case arm_compute::DataType::S16: |
| 109 | case arm_compute::DataType::QSYMM16: |
| 110 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 111 | static_cast<int16_t*>(memory)); |
| 112 | break; |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 113 | case arm_compute::DataType::S32: |
| 114 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 115 | static_cast<int32_t*>(memory)); |
| 116 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 117 | default: |
| 118 | { |
| 119 | throw armnn::UnimplementedException(); |
| 120 | } |
| 121 | } |
| 122 | const_cast<armnn::ClTensorHandle*>(this)->Unmap(); |
| 123 | } |
| 124 | |
| 125 | // Only used for testing |
| 126 | void CopyInFrom(const void* memory) override |
| 127 | { |
| 128 | this->Map(true); |
| 129 | switch(this->GetDataType()) |
| 130 | { |
| 131 | case arm_compute::DataType::F32: |
| 132 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory), |
| 133 | this->GetTensor()); |
| 134 | break; |
Nattapat Chaimanowong | 8c76cc1 | 2019-01-23 09:59:14 +0000 | [diff] [blame] | 135 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 136 | case arm_compute::DataType::QASYMM8: |
| 137 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory), |
| 138 | this->GetTensor()); |
| 139 | break; |
| 140 | case arm_compute::DataType::F16: |
| 141 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::Half*>(memory), |
| 142 | this->GetTensor()); |
| 143 | break; |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 144 | case arm_compute::DataType::S16: |
| 145 | case arm_compute::DataType::QSYMM16: |
| 146 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory), |
| 147 | this->GetTensor()); |
| 148 | break; |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 149 | case arm_compute::DataType::S32: |
| 150 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory), |
| 151 | this->GetTensor()); |
| 152 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 153 | default: |
| 154 | { |
| 155 | throw armnn::UnimplementedException(); |
| 156 | } |
| 157 | } |
| 158 | this->Unmap(); |
| 159 | } |
| 160 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 161 | arm_compute::CLTensor m_Tensor; |
Narumol Prangnawarat | 680f991 | 2019-10-01 11:32:10 +0100 | [diff] [blame] | 162 | std::shared_ptr<arm_compute::MemoryGroup> m_MemoryGroup; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 163 | }; |
| 164 | |
| 165 | class ClSubTensorHandle : public IClTensorHandle |
| 166 | { |
| 167 | public: |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 168 | ClSubTensorHandle(IClTensorHandle* parent, |
| 169 | const arm_compute::TensorShape& shape, |
| 170 | const arm_compute::Coordinates& coords) |
| 171 | : m_Tensor(&parent->GetTensor(), shape, coords) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 172 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 173 | parentHandle = parent; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 174 | } |
| 175 | |
| 176 | arm_compute::CLSubTensor& GetTensor() override { return m_Tensor; } |
| 177 | arm_compute::CLSubTensor const& GetTensor() const override { return m_Tensor; } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 178 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 179 | virtual void Allocate() override {} |
| 180 | virtual void Manage() override {} |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 181 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 182 | virtual const void* Map(bool blocking = true) const override |
| 183 | { |
| 184 | const_cast<arm_compute::CLSubTensor*>(&m_Tensor)->map(blocking); |
| 185 | return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes()); |
| 186 | } |
| 187 | virtual void Unmap() const override { const_cast<arm_compute::CLSubTensor*>(&m_Tensor)->unmap(); } |
| 188 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 189 | virtual ITensorHandle* GetParent() const override { return parentHandle; } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 190 | |
| 191 | virtual arm_compute::DataType GetDataType() const override |
| 192 | { |
| 193 | return m_Tensor.info()->data_type(); |
| 194 | } |
| 195 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 196 | virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>&) override {} |
| 197 | |
| 198 | TensorShape GetStrides() const override |
| 199 | { |
| 200 | return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes()); |
| 201 | } |
| 202 | |
| 203 | TensorShape GetShape() const override |
| 204 | { |
| 205 | return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape()); |
| 206 | } |
| 207 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 208 | private: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 209 | // Only used for testing |
| 210 | void CopyOutTo(void* memory) const override |
| 211 | { |
| 212 | const_cast<ClSubTensorHandle*>(this)->Map(true); |
| 213 | switch(this->GetDataType()) |
| 214 | { |
| 215 | case arm_compute::DataType::F32: |
| 216 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 217 | static_cast<float*>(memory)); |
| 218 | break; |
Nattapat Chaimanowong | 8c76cc1 | 2019-01-23 09:59:14 +0000 | [diff] [blame] | 219 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 220 | case arm_compute::DataType::QASYMM8: |
| 221 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 222 | static_cast<uint8_t*>(memory)); |
| 223 | break; |
| 224 | case arm_compute::DataType::F16: |
| 225 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 226 | static_cast<armnn::Half*>(memory)); |
| 227 | break; |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 228 | case arm_compute::DataType::S16: |
| 229 | case arm_compute::DataType::QSYMM16: |
| 230 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 231 | static_cast<int16_t*>(memory)); |
| 232 | break; |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 233 | case arm_compute::DataType::S32: |
| 234 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 235 | static_cast<int32_t*>(memory)); |
| 236 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 237 | default: |
| 238 | { |
| 239 | throw armnn::UnimplementedException(); |
| 240 | } |
| 241 | } |
| 242 | const_cast<ClSubTensorHandle*>(this)->Unmap(); |
| 243 | } |
| 244 | |
| 245 | // Only used for testing |
| 246 | void CopyInFrom(const void* memory) override |
| 247 | { |
| 248 | this->Map(true); |
| 249 | switch(this->GetDataType()) |
| 250 | { |
| 251 | case arm_compute::DataType::F32: |
| 252 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory), |
| 253 | this->GetTensor()); |
| 254 | break; |
Nattapat Chaimanowong | 8c76cc1 | 2019-01-23 09:59:14 +0000 | [diff] [blame] | 255 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 256 | case arm_compute::DataType::QASYMM8: |
| 257 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory), |
| 258 | this->GetTensor()); |
| 259 | break; |
| 260 | case arm_compute::DataType::F16: |
| 261 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::Half*>(memory), |
| 262 | this->GetTensor()); |
| 263 | break; |
James Conroy | d2aa85e | 2019-07-01 17:12:40 +0100 | [diff] [blame] | 264 | case arm_compute::DataType::S16: |
| 265 | case arm_compute::DataType::QSYMM16: |
| 266 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory), |
| 267 | this->GetTensor()); |
| 268 | break; |
James Conroy | 2dc0572 | 2019-09-19 17:00:31 +0100 | [diff] [blame] | 269 | case arm_compute::DataType::S32: |
| 270 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory), |
| 271 | this->GetTensor()); |
| 272 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 273 | default: |
| 274 | { |
| 275 | throw armnn::UnimplementedException(); |
| 276 | } |
| 277 | } |
| 278 | this->Unmap(); |
| 279 | } |
| 280 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 281 | mutable arm_compute::CLSubTensor m_Tensor; |
| 282 | ITensorHandle* parentHandle = nullptr; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 283 | }; |
| 284 | |
Nattapat Chaimanowong | 8c76cc1 | 2019-01-23 09:59:14 +0000 | [diff] [blame] | 285 | } // namespace armnn |