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 | |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 7 | #include <BFloat16.hpp> |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 8 | #include <Half.hpp> |
| 9 | |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 10 | #include <aclCommon/ArmComputeTensorHandle.hpp> |
Aron Virginas-Tar | c9cc804 | 2018-11-01 16:15:57 +0000 | [diff] [blame] | 11 | #include <aclCommon/ArmComputeTensorUtils.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 13 | #include <arm_compute/runtime/MemoryGroup.h> |
| 14 | #include <arm_compute/runtime/IMemoryGroup.h> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 15 | #include <arm_compute/runtime/Tensor.h> |
| 16 | #include <arm_compute/runtime/SubTensor.h> |
| 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 | |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 25 | class NeonTensorHandle : public IAclTensorHandle |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | { |
| 27 | public: |
| 28 | NeonTensorHandle(const TensorInfo& tensorInfo) |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 29 | : m_ImportFlags(static_cast<MemorySourceFlags>(MemorySource::Malloc)), |
| 30 | m_Imported(false), |
| 31 | m_IsImportEnabled(false) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 32 | { |
| 33 | armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo); |
| 34 | } |
| 35 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 36 | NeonTensorHandle(const TensorInfo& tensorInfo, |
| 37 | DataLayout dataLayout, |
| 38 | MemorySourceFlags importFlags = static_cast<MemorySourceFlags>(MemorySource::Malloc)) |
| 39 | : m_ImportFlags(importFlags), |
| 40 | m_Imported(false), |
| 41 | m_IsImportEnabled(false) |
| 42 | |
Francis Murtagh | 351d13d | 2018-09-24 15:01:18 +0100 | [diff] [blame] | 43 | { |
| 44 | armnn::armcomputetensorutils::BuildArmComputeTensor(m_Tensor, tensorInfo, dataLayout); |
| 45 | } |
| 46 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 47 | arm_compute::ITensor& GetTensor() override { return m_Tensor; } |
| 48 | arm_compute::ITensor const& GetTensor() const override { return m_Tensor; } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 49 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 50 | virtual void Allocate() override |
| 51 | { |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 52 | // If we have enabled Importing, don't Allocate the tensor |
| 53 | if (!m_IsImportEnabled) |
| 54 | { |
| 55 | armnn::armcomputetensorutils::InitialiseArmComputeTensorEmpty(m_Tensor); |
| 56 | } |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 57 | }; |
| 58 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 59 | virtual void Manage() override |
| 60 | { |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 61 | // If we have enabled Importing, don't manage the tensor |
| 62 | if (!m_IsImportEnabled) |
| 63 | { |
| 64 | BOOST_ASSERT(m_MemoryGroup != nullptr); |
| 65 | m_MemoryGroup->manage(&m_Tensor); |
| 66 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 67 | } |
| 68 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 69 | virtual ITensorHandle* GetParent() const override { return nullptr; } |
| 70 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | virtual arm_compute::DataType GetDataType() const override |
| 72 | { |
| 73 | return m_Tensor.info()->data_type(); |
| 74 | } |
| 75 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 76 | virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>& memoryGroup) override |
| 77 | { |
| 78 | m_MemoryGroup = boost::polymorphic_pointer_downcast<arm_compute::MemoryGroup>(memoryGroup); |
| 79 | } |
| 80 | |
| 81 | virtual const void* Map(bool /* blocking = true */) const override |
| 82 | { |
| 83 | return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes()); |
| 84 | } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 85 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 86 | virtual void Unmap() const override {} |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 87 | |
| 88 | TensorShape GetStrides() const override |
| 89 | { |
| 90 | return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes()); |
| 91 | } |
| 92 | |
| 93 | TensorShape GetShape() const override |
| 94 | { |
| 95 | return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape()); |
| 96 | } |
| 97 | |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 98 | void SetImportFlags(MemorySourceFlags importFlags) |
| 99 | { |
| 100 | m_ImportFlags = importFlags; |
| 101 | } |
| 102 | |
| 103 | MemorySourceFlags GetImportFlags() const override |
| 104 | { |
| 105 | return m_ImportFlags; |
| 106 | } |
| 107 | |
| 108 | void SetImportEnabledFlag(bool importEnabledFlag) |
| 109 | { |
| 110 | m_IsImportEnabled = importEnabledFlag; |
| 111 | } |
| 112 | |
| 113 | virtual bool Import(void* memory, MemorySource source) override |
| 114 | { |
| 115 | if (m_ImportFlags & static_cast<MemorySourceFlags>(source)) |
| 116 | { |
| 117 | if (source == MemorySource::Malloc && m_IsImportEnabled) |
| 118 | { |
| 119 | // Checks the 16 byte memory alignment |
| 120 | constexpr uintptr_t alignment = sizeof(size_t); |
| 121 | if (reinterpret_cast<uintptr_t>(memory) % alignment) |
| 122 | { |
| 123 | throw MemoryImportException("NeonTensorHandle::Import Attempting to import unaligned memory"); |
| 124 | } |
| 125 | |
| 126 | // m_Tensor not yet Allocated |
| 127 | if (!m_Imported && !m_Tensor.buffer()) |
| 128 | { |
| 129 | arm_compute::Status status = m_Tensor.allocator()->import_memory(memory); |
| 130 | // Use the overloaded bool operator of Status to check if it worked, if not throw an exception |
| 131 | // with the Status error message |
| 132 | m_Imported = bool(status); |
| 133 | if (!m_Imported) |
| 134 | { |
| 135 | throw MemoryImportException(status.error_description()); |
| 136 | } |
| 137 | return m_Imported; |
| 138 | } |
| 139 | |
| 140 | // m_Tensor.buffer() initially allocated with Allocate(). |
| 141 | if (!m_Imported && m_Tensor.buffer()) |
| 142 | { |
| 143 | throw MemoryImportException( |
| 144 | "NeonTensorHandle::Import Attempting to import on an already allocated tensor"); |
| 145 | } |
| 146 | |
| 147 | // m_Tensor.buffer() previously imported. |
| 148 | if (m_Imported) |
| 149 | { |
| 150 | arm_compute::Status status = m_Tensor.allocator()->import_memory(memory); |
| 151 | // Use the overloaded bool operator of Status to check if it worked, if not throw an exception |
| 152 | // with the Status error message |
| 153 | m_Imported = bool(status); |
| 154 | if (!m_Imported) |
| 155 | { |
| 156 | throw MemoryImportException(status.error_description()); |
| 157 | } |
| 158 | return m_Imported; |
| 159 | } |
| 160 | } |
| 161 | } |
| 162 | return false; |
| 163 | } |
| 164 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 165 | private: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 166 | // Only used for testing |
| 167 | void CopyOutTo(void* memory) const override |
| 168 | { |
| 169 | switch (this->GetDataType()) |
| 170 | { |
| 171 | case arm_compute::DataType::F32: |
| 172 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 173 | static_cast<float*>(memory)); |
| 174 | break; |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 175 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 176 | case arm_compute::DataType::QASYMM8: |
| 177 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 178 | static_cast<uint8_t*>(memory)); |
| 179 | break; |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 180 | case arm_compute::DataType::BFLOAT16: |
| 181 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 182 | static_cast<armnn::BFloat16*>(memory)); |
| 183 | break; |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 184 | case arm_compute::DataType::F16: |
| 185 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 186 | static_cast<armnn::Half*>(memory)); |
| 187 | break; |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 188 | case arm_compute::DataType::S16: |
| 189 | case arm_compute::DataType::QSYMM16: |
| 190 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 191 | static_cast<int16_t*>(memory)); |
| 192 | break; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 193 | case arm_compute::DataType::S32: |
| 194 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 195 | static_cast<int32_t*>(memory)); |
| 196 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 197 | default: |
| 198 | { |
| 199 | throw armnn::UnimplementedException(); |
| 200 | } |
| 201 | } |
| 202 | } |
| 203 | |
| 204 | // Only used for testing |
| 205 | void CopyInFrom(const void* memory) override |
| 206 | { |
| 207 | switch (this->GetDataType()) |
| 208 | { |
| 209 | case arm_compute::DataType::F32: |
| 210 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory), |
| 211 | this->GetTensor()); |
| 212 | break; |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 213 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 214 | case arm_compute::DataType::QASYMM8: |
| 215 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory), |
| 216 | this->GetTensor()); |
| 217 | break; |
Narumol Prangnawarat | 250d392 | 2020-03-30 16:11:04 +0100 | [diff] [blame] | 218 | case arm_compute::DataType::BFLOAT16: |
| 219 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::BFloat16*>(memory), |
| 220 | this->GetTensor()); |
| 221 | break; |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 222 | case arm_compute::DataType::F16: |
| 223 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const armnn::Half*>(memory), |
| 224 | this->GetTensor()); |
| 225 | break; |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 226 | case arm_compute::DataType::S16: |
| 227 | case arm_compute::DataType::QSYMM16: |
| 228 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory), |
| 229 | this->GetTensor()); |
| 230 | break; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 231 | case arm_compute::DataType::S32: |
| 232 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory), |
| 233 | this->GetTensor()); |
| 234 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 235 | default: |
| 236 | { |
| 237 | throw armnn::UnimplementedException(); |
| 238 | } |
| 239 | } |
| 240 | } |
| 241 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 242 | arm_compute::Tensor m_Tensor; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 243 | std::shared_ptr<arm_compute::MemoryGroup> m_MemoryGroup; |
David Monahan | 3fb7e10 | 2019-08-20 11:25:29 +0100 | [diff] [blame] | 244 | MemorySourceFlags m_ImportFlags; |
| 245 | bool m_Imported; |
| 246 | bool m_IsImportEnabled; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 247 | }; |
| 248 | |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 249 | class NeonSubTensorHandle : public IAclTensorHandle |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 250 | { |
| 251 | public: |
Derek Lamberti | c81855f | 2019-06-13 17:34:19 +0100 | [diff] [blame] | 252 | NeonSubTensorHandle(IAclTensorHandle* parent, |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 253 | const arm_compute::TensorShape& shape, |
| 254 | const arm_compute::Coordinates& coords) |
| 255 | : m_Tensor(&parent->GetTensor(), shape, coords) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 256 | { |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 257 | parentHandle = parent; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 258 | } |
| 259 | |
| 260 | arm_compute::ITensor& GetTensor() override { return m_Tensor; } |
| 261 | arm_compute::ITensor const& GetTensor() const override { return m_Tensor; } |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 262 | |
| 263 | virtual void Allocate() override {} |
| 264 | virtual void Manage() override {} |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 265 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 266 | virtual ITensorHandle* GetParent() const override { return parentHandle; } |
| 267 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 268 | virtual arm_compute::DataType GetDataType() const override |
| 269 | { |
| 270 | return m_Tensor.info()->data_type(); |
| 271 | } |
| 272 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 273 | virtual void SetMemoryGroup(const std::shared_ptr<arm_compute::IMemoryGroup>&) override {} |
| 274 | |
| 275 | virtual const void* Map(bool /* blocking = true */) const override |
| 276 | { |
| 277 | return static_cast<const void*>(m_Tensor.buffer() + m_Tensor.info()->offset_first_element_in_bytes()); |
| 278 | } |
| 279 | virtual void Unmap() const override {} |
| 280 | |
| 281 | TensorShape GetStrides() const override |
| 282 | { |
| 283 | return armcomputetensorutils::GetStrides(m_Tensor.info()->strides_in_bytes()); |
| 284 | } |
| 285 | |
| 286 | TensorShape GetShape() const override |
| 287 | { |
| 288 | return armcomputetensorutils::GetShape(m_Tensor.info()->tensor_shape()); |
| 289 | } |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 290 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 291 | private: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 292 | // Only used for testing |
| 293 | void CopyOutTo(void* memory) const override |
| 294 | { |
| 295 | switch (this->GetDataType()) |
| 296 | { |
| 297 | case arm_compute::DataType::F32: |
| 298 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 299 | static_cast<float*>(memory)); |
| 300 | break; |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 301 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 302 | case arm_compute::DataType::QASYMM8: |
| 303 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 304 | static_cast<uint8_t*>(memory)); |
| 305 | break; |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 306 | case arm_compute::DataType::S16: |
| 307 | case arm_compute::DataType::QSYMM16: |
| 308 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 309 | static_cast<int16_t*>(memory)); |
| 310 | break; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 311 | case arm_compute::DataType::S32: |
| 312 | armcomputetensorutils::CopyArmComputeITensorData(this->GetTensor(), |
| 313 | static_cast<int32_t*>(memory)); |
| 314 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 315 | default: |
| 316 | { |
| 317 | throw armnn::UnimplementedException(); |
| 318 | } |
| 319 | } |
| 320 | } |
| 321 | |
| 322 | // Only used for testing |
| 323 | void CopyInFrom(const void* memory) override |
| 324 | { |
| 325 | switch (this->GetDataType()) |
| 326 | { |
| 327 | case arm_compute::DataType::F32: |
| 328 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const float*>(memory), |
| 329 | this->GetTensor()); |
| 330 | break; |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 331 | case arm_compute::DataType::U8: |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 332 | case arm_compute::DataType::QASYMM8: |
| 333 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const uint8_t*>(memory), |
| 334 | this->GetTensor()); |
| 335 | break; |
Ellen Norris-Thompson | 2979457 | 2019-06-26 16:40:36 +0100 | [diff] [blame] | 336 | case arm_compute::DataType::S16: |
| 337 | case arm_compute::DataType::QSYMM16: |
| 338 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int16_t*>(memory), |
| 339 | this->GetTensor()); |
| 340 | break; |
James Conroy | d47a064 | 2019-09-17 14:22:06 +0100 | [diff] [blame] | 341 | case arm_compute::DataType::S32: |
| 342 | armcomputetensorutils::CopyArmComputeITensorData(static_cast<const int32_t*>(memory), |
| 343 | this->GetTensor()); |
| 344 | break; |
David Beck | 09e2f27 | 2018-10-30 11:38:41 +0000 | [diff] [blame] | 345 | default: |
| 346 | { |
| 347 | throw armnn::UnimplementedException(); |
| 348 | } |
| 349 | } |
| 350 | } |
| 351 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 352 | arm_compute::SubTensor m_Tensor; |
| 353 | ITensorHandle* parentHandle = nullptr; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 354 | }; |
| 355 | |
Aron Virginas-Tar | 99836d3 | 2019-09-30 16:34:31 +0100 | [diff] [blame] | 356 | } // namespace armnn |