| /* | |
| * Copyright (c) 2023 Arm Limited. | |
| * | |
| * SPDX-License-Identifier: MIT | |
| * | |
| * Permission is hereby granted, free of charge, to any person obtaining a copy | |
| * of this software and associated documentation files (the "Software"), to | |
| * deal in the Software without restriction, including without limitation the | |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or | |
| * sell copies of the Software, and to permit persons to whom the Software is | |
| * furnished to do so, subject to the following conditions: | |
| * | |
| * The above copyright notice and this permission notice shall be included in all | |
| * copies or substantial portions of the Software. | |
| * | |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, | |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE | |
| * SOFTWARE. | |
| */ | |
| #ifndef SRC_CPU_OPERATORS_CPUADDMULADD | |
| #define SRC_CPU_OPERATORS_CPUADDMULADD | |
| #include "arm_compute/core/TensorInfo.h" | |
| #include "src/cpu/ICpuOperator.h" | |
| #include "src/cpu/operators/CpuDequantize.h" | |
| namespace arm_compute | |
| { | |
| namespace cpu | |
| { | |
| /** Basic function to run @ref kernels::CpuAddMulAddKernel */ | |
| class CpuAddMulAdd : public ICpuOperator | |
| { | |
| public: | |
| /** Initialize the operator's inputs and outputs. | |
| * | |
| * Similar to @ref NEAddMulAdd::configure() | |
| * | |
| */ | |
| void configure(const ITensorInfo *input1, const ITensorInfo *input2, | |
| const ITensorInfo *bn_mul, const ITensorInfo *bn_add, | |
| ITensorInfo *add_output, ITensorInfo *final_output, | |
| ConvertPolicy policy, const ActivationLayerInfo &act_info); | |
| /** Static function to check if given info will lead to a valid configuration | |
| * | |
| * Similar to @ref CpuAddMulAdd::configure() | |
| * | |
| * @return a status | |
| */ | |
| static Status validate(const ITensorInfo *input1, const ITensorInfo *input2, | |
| const ITensorInfo *bn_mul, const ITensorInfo *bn_add, | |
| const ITensorInfo *add_output, const ITensorInfo *final_output, | |
| ConvertPolicy policy, const ActivationLayerInfo &act_info); | |
| // Inherited methods overridden: | |
| void run(ITensorPack &tensors) override; | |
| // We need auxilary memory to dequantize batchnorm coefficients | |
| experimental::MemoryRequirements workspace() const override; | |
| private: | |
| enum AuxTensorIdx | |
| { | |
| DequantizedBnMul = 0, | |
| DequantizedBnAdd, | |
| Count | |
| }; | |
| CpuDequantize _dequantize_bn_mul{}; | |
| CpuDequantize _dequantize_bn_add{}; | |
| TensorInfo _dequantized_bn_mul{}; | |
| TensorInfo _dequantized_bn_add{}; | |
| experimental::MemoryRequirements _aux_mem{ Count }; | |
| }; | |
| } // namespace cpu | |
| } // namespace arm_compute | |
| #endif /* SRC_CPU_OPERATORS_CPUADDMULADD */ |