/* * Copyright (c) 2022-2023 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_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_INTERNAL_GPUELEMENTWISEBINARYCOMMON #define SRC_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_INTERNAL_GPUELEMENTWISEBINARYCOMMON #include "arm_compute/core/Error.h" namespace arm_compute { /** Forward declaration */ class ITensorInfo; namespace experimental { namespace dynamic_fusion { class ElementwiseBinaryCommonAttributes { public: enum class ElementwiseOp { Add, /**< (x + y) */ Sub, /**< (x - y) */ Div, /**< (x / y) */ Mul, /**< (x * y) */ Min, /**< Min(x, y) */ Max, /**< Max(x, y) */ SquaredDiff, /**< (x - y)^2 */ Power, /**< x ^ y */ Prelu, /**< y*x if x < 0, x otherwise */ }; /** Set operation*/ ElementwiseBinaryCommonAttributes &operation(const ElementwiseBinaryCommonAttributes::ElementwiseOp &operation); /** Get operation*/ ElementwiseOp operation() const; private: ElementwiseOp _operation; /**< Elementwise operation */ }; /** Forward declaration */ class GpuWorkloadContext; class GpuWorkloadSketch; /** Operator interface. */ class GpuElementwiseBinaryCommon final { public: /** Create an operator and fuse it into the workload sketch. * @note If @ref validate_op() fails, the creation also fails and may throw an error. * @note If @ref validate_op() fails, @p sketch remains unchanged and valid. * * Valid data type configurations are checked at the operator level i.e. GpuAdd::validate_op(), GpuSub::validate_op(), ... etc. * * Valid data layouts: * - Any * * @param[in,out] sketch Workload sketch into which the operator will be fused * @param[in] lhs Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32. * @param[in] rhs Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32. * @param[in] attributes ElementwiseBinaryCommonAttributes containing the operator type: ADD, SUB, DIV, ... etc. * * @return Pointer for the destination tensor info */ static ITensorInfo *create_op(GpuWorkloadSketch &sketch, ITensorInfo *lhs, ITensorInfo *rhs, const ElementwiseBinaryCommonAttributes &attributes); /** Check if the operator configuration is supported, irrespective of fusion * * @param[in] context Workload context within which the operator is running * @param[in] lhs Left hand side tensor info. Data types supported: U8/S16/S32/F16/F32. * @param[in] rhs Right hand side tensor info. Data types supported: U8/S16/S32/F16/F32. * @param[in] attributes ElementwiseBinaryCommonAttributes containing the operator type: ADD, SUB, DIV, ... etc. * * @return Status */ static Status is_supported_op(const GpuWorkloadContext &context, const ITensorInfo *lhs, const ITensorInfo *rhs, const ElementwiseBinaryCommonAttributes &attributes); /** Validate the operator and check if it can be fused into the workload sketch. * * Parameters are similar to @ref GpuElementwiseBinaryCommon::create_op() * * @return Status */ static Status validate_op(const GpuWorkloadSketch &sketch, const ITensorInfo *rhs, const ITensorInfo *lhs, const ElementwiseBinaryCommonAttributes &attributes); }; } // namespace dynamic_fusion } // namespace experimental } // namespace arm_compute #endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_OPERATORS_INTERNAL_GPUELEMENTWISEBINARYCOMMON */