/* * 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 ARM_COMPUTE_RUNTIME_NEON_FUNCTIONS_NEADDMULADD #define ARM_COMPUTE_RUNTIME_NEON_FUNCTIONS_NEADDMULADD #include "arm_compute/core/Types.h" #include "arm_compute/runtime/IFunction.h" #include "arm_compute/runtime/IMemoryManager.h" #include namespace arm_compute { class ITensor; class ITensorInfo; class ActivationLayerInfo; /** Function to compute Add+Mul+Add fused operation */ class NEAddMulAdd : public IFunction { public: /** Constructor */ NEAddMulAdd(std::shared_ptr memory_manager = nullptr); /** Prevent instances of this class from being copied (As this class contains pointers) */ NEAddMulAdd(const NEAddMulAdd &) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEAddMulAdd(NEAddMulAdd &&) = delete; /** Prevent instances of this class from being copied (As this class contains pointers) */ NEAddMulAdd &operator=(const NEAddMulAdd &) = delete; /** Prevent instances of this class from being moved (As this class contains non movable objects) */ NEAddMulAdd &operator=(NEAddMulAdd &&) = delete; /** Destructor */ ~NEAddMulAdd(); /** Initialize the function's inputs and outputs. * * Valid data layouts: * - Any * * Valid data type configurations: * |input1 |input2 |bn_mul |bn_add |add_output |final_output | * |:--------------|:--------------|:--------------|:--------------|:--------------|:--------------| * |QASYMM8 |QASYMM8 |QASYMM8 |QASYMM8 |QASYMM8 |QASYMM8 | * |QASYMM8_SIGNED |QASYMM8_SIGNED |QASYMM8_SIGNED |QASYMM8_SIGNED |QASYMM8_SIGNED |QASYMM8_SIGNED | * |F16 |F16 |F16 |F16 |F16 |F16 | * |F32 |F32 |F32 |F32 |F32 |F32 | * * This is what this composite function (tailored for add followed by a batch norm operation) does: * add_output <- input1 + input2 (add) * final_output <- add_output * bn_mul + bn_add (batch norm = mul+add) * * @param[in] input1 First tensor input. Data type supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] input2 Second tensor input. Data types supported: Same as @p input. * @param[in] bn_mul The multiplication coefficient on the feature dimension. Data types supported: Same as @p input. * It's one dimensional tensor with size equal to the feature maps [FM] * @param[in] bn_add The addition coefficient on the feature dimension. Data types supported: Same as @p input. * It's one dimensional tensor with size equal to the feature maps [FM] * @param[out] add_output Output of the first add. Data type supported: Same as @p input. * @param[out] final_output Output of the add+mul+add+act composite operation. Data type supported: Same as @p input. * @param[in] policy Policy to handle overflow * @param[in] act_info (Optional) Activation layer information in case of a fused activation. * */ void configure(ITensor *input1, ITensor *input2, ITensor *bn_mul, ITensor *bn_add, ITensor *add_output, ITensor *final_output, ConvertPolicy policy, const ActivationLayerInfo &act_info); /** Static function to check if given info will lead to a valid configuration of @ref NEAddMulAdd * * Similar to @ref NEAddMulAdd::configure() except the arguments are @ref ITensorInfo * instead of @ref ITensor * * * @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() override; private: struct Impl; std::unique_ptr _impl; }; } // namespace arm_compute #endif /* ARM_COMPUTE_RUNTIME_NEON_FUNCTIONS_NEADDMULADD */