/* * 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_COMPONENTS_CL_CLCOMPONENTLOGITS1DMAXSHIFTEXPSUM #define SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTLOGITS1DMAXSHIFTEXPSUM #include "arm_compute/dynamic_fusion/sketch/attributes/SoftmaxAttributes.h" #include "src/dynamic_fusion/sketch/gpu/components/IGpuKernelComponent.h" namespace arm_compute { /** Forward declaration */ class ITensorInfo; namespace experimental { namespace dynamic_fusion { /** Forward declaration */ template class ArgumentPack; /** Forward declaration */ class ClTemplateLogits1DMaxShiftExpSum; /** Component to calculate max-shifted exponentials and their sum * * 1D example: * input: [x1, x2, ... , xn], shape: (1 x d) * * Let max(x1...xn) = m * * (output) sum: [exp(x1-m) + ... + exp(xn-m)], shape: (1 x 1) * (output) dst: [exp(x1-m) ... exp(xn-m)], shape: (1 x d) * * This component is used by the softmax operator. The subsequent * operation normalizes dst with sum, therefore the max-shifting * since exp(m) will be cancelled in numerator and denominator. */ class ClComponentLogits1DMaxShiftExpSum final : public IGpuKernelComponent { public: /** Attributes are a set of backend-agnostic parameters that define what a component does */ using Attributes = SoftmaxAttributes; /** Validate the component * * @param[in] properties Component properties @ref Properties * @param[in] tensors Tensor arguments to the component * @param[in] attributes Component attributes @ref Attributes * * @return Status Validation results * * Tensor argument names: * - ACL_SRC_0: Input * - ACL_DST_0: Output * - ACL_DST_1: Output * * Tensor argument constness: * - ACL_SRC_0: Const * - ACL_DST_0: Const * - ACL_DST_1: Const * * Valid data layouts: * - All * ** Valid data type configurations: * |ACL_SRC_0 |ACL_DST_0 |ACL_DST_1 | * |:----------|:----------|:----------| * |F16 | F16 | F16 | * |F32 | F32 | F32 | */ static Status validate(const Properties &properties, const ArgumentPack &tensors, const Attributes &attributes); /** Constructor * * Similar to @ref ClComponentLogits1DMaxShiftExpSum::validate() */ ClComponentLogits1DMaxShiftExpSum(ComponentId id, const Properties &properties, const ArgumentPack &tensors, const Attributes &attributes); /** Destructor */ ~ClComponentLogits1DMaxShiftExpSum() override; /** Prevent instances of this class from being copy constructed */ ClComponentLogits1DMaxShiftExpSum(const ClComponentLogits1DMaxShiftExpSum &component) = delete; /** Prevent instances of this class from being copied */ ClComponentLogits1DMaxShiftExpSum &operator=(const ClComponentLogits1DMaxShiftExpSum &component) = delete; /** Allow instances of this class to be move constructed */ ClComponentLogits1DMaxShiftExpSum(ClComponentLogits1DMaxShiftExpSum &&component) = default; /** Allow instances of this class to be moved */ ClComponentLogits1DMaxShiftExpSum &operator=(ClComponentLogits1DMaxShiftExpSum &&component) = default; /** Get template writer for the component */ const IGpuTemplateComponentWriter *template_writer() const override; /** Get component type */ GpuComponentType type() const override { return GpuComponentType::Unfusable; } private: std::unique_ptr _component_writer; }; } // namespace dynamic_fusion } // namespace experimental } // namespace arm_compute #endif /* SRC_DYNAMIC_FUSION_SKETCH_GPU_COMPONENTS_CL_CLCOMPONENTLOGITS1DMAXSHIFTEXPSUM */