/* * Copyright (c) 2017-2022 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_CPU_SOFTMAX_KERNEL_H #define ARM_COMPUTE_CPU_SOFTMAX_KERNEL_H #include "src/core/common/Macros.h" #include "src/cpu/ICpuKernel.h" namespace arm_compute { namespace cpu { namespace kernels { /** Interface for the identifying the max value of 1D Logits */ class CpuLogits1DMaxKernel : public ICpuKernel { private: using SoftmaxLogits1DMaxKernelPtr = std::add_pointer::type; public: CpuLogits1DMaxKernel() = default; ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuLogits1DMaxKernel); /** 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 */ void configure(const ITensorInfo *src, ITensorInfo *dst); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuLogits1DMaxKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *dst); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; const char *name() const override; struct SoftmaxLogits1DMaxKernel { const char *name; const DataTypeISASelectorPtr is_selected; SoftmaxLogits1DMaxKernelPtr ukernel; }; static const std::vector &get_available_kernels(); private: SoftmaxLogits1DMaxKernelPtr _run_method{nullptr}; std::string _name{}; }; /** Interface for softmax computation for QASYMM8 with pre-computed max. */ template class CpuLogits1DSoftmaxKernel : public ICpuKernel> { private: using SoftmaxLogits1DKernelPtr = std::add_pointer::type; public: CpuLogits1DSoftmaxKernel() = default; ARM_COMPUTE_DISALLOW_COPY_ALLOW_MOVE(CpuLogits1DSoftmaxKernel); /** Set the input and output tensors. * * @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32. * @param[in] max Max values tensor info. Same shape as input with dimension 0 set to 1. * Data types supported: same as @p input. * @param[out] dst Destination tensor info. Data types supported: same as @p input. * @param[in] beta A scaling factor for the exponent. * * @param tmp Auxiliary tensor info. Must be type F32 and same shape as the input. */ void configure(const ITensorInfo *src, const ITensorInfo *max, ITensorInfo *dst, const float beta, ITensorInfo *tmp); /** Static function to check if given info will lead to a valid configuration * * Similar to CpuLogits1DSoftmaxKernel::configure() * * @return a status */ static Status validate(const ITensorInfo *src, const ITensorInfo *max, const ITensorInfo *dst, const float beta, const ITensorInfo *tmp); // Inherited methods overridden: void run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) override; const char *name() const override; struct SoftmaxLogits1DKernel { const char *name; const DataTypeISASelectorPtr is_selected; SoftmaxLogits1DKernelPtr ukernel; }; static const std::vector &get_available_kernels(); private: float _beta{1.0f}; SoftmaxLogits1DKernelPtr _run_method{nullptr}; std::string _name{}; }; } // namespace kernels } // namespace cpu } // namespace arm_compute #endif /* ARM_COMPUTE_CPU_SOFTMAX_KERNEL_H */