/* * Copyright (c) 2017-2024 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 ACL_SRC_CPU_KERNELS_CPUSOFTMAXKERNEL_H #define ACL_SRC_CPU_KERNELS_CPUSOFTMAXKERNEL_H #include "src/core/common/Macros.h" #include "src/cpu/ICpuKernel.h" namespace arm_compute { namespace cpu { namespace kernels { /** Interface for softmax computation */ class CpuSoftmaxKernel : public ICpuKernel { private: using SoftmaxKernelPtr = std::add_pointer::type; public: CpuSoftmaxKernel() = default; ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuSoftmaxKernel); /** Set the input and output tensors. * * @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[out] dst Destination tensor info. Data types supported: same as @p input. * @param[in] beta A scaling factor for the exponent. * @param[in] is_log True if the operation is log-softmax. * @param[in] axis The axis along which to perform the softmax operation. * * @param tmp Auxiliary tensor info. Must be type F32 and same shape as the input. */ void configure(const ITensorInfo *src, ITensorInfo *dst, float beta, bool is_log, int axis, ITensorInfo *tmp); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuSoftmaxKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *dst, float beta, int axis, bool is_log, const ITensorInfo *tmp); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; const char *name() const override; struct SoftmaxKernel { const char *name; const SoftmaxKernelDataTypeISASelectorDataPtr is_selected; SoftmaxKernelPtr ukernel; }; static const std::vector &get_available_kernels(); private: float _beta{1.0f}; SoftmaxKernelPtr _run_method{nullptr}; std::string _name{}; int _axis{}; }; } // namespace kernels } // namespace cpu } // namespace arm_compute #endif // ACL_SRC_CPU_KERNELS_CPUSOFTMAXKERNEL_H