/* * Copyright (c) 2021 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_CL_SOFTMAX_H #define ARM_COMPUTE_CL_SOFTMAX_H #include "arm_compute/runtime/CL/CLTensor.h" #include "src/core/gpu/cl/ClCompileContext.h" #include "src/runtime/gpu/cl/IClOperator.h" namespace arm_compute { struct SoftmaxKernelInfo; namespace opencl { class ClPermute; namespace kernels { class ClLogits1DMaxShiftExpSumKernel; class ClLogits1DNormKernel; } // namespace kernels class ClSoftmax : public IClOperator { public: /** Constructor */ ClSoftmax(); /** Configure the operator * * @param[in] compile_context The compile context to be used. * @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32 for Softmax and F16/F32 for Log Softmax * @param[out] dst Destination tensor info. Data types supported: same as @p src * @param[in] info Contains information consumed by kernels for softmax described in @ref SoftmaxKernelInfo. * */ void configure(const CLCompileContext &compile_context, const ITensorInfo &src, ITensorInfo &dst, const SoftmaxKernelInfo &info); /** Static function to check if the given info will lead to a valid configuration * * @param[in] src Source tensor info. Data types supported: QASYMM8/QASYMM8_SIGNED/F16/F32 for Softmax and F16/F32 for Log Softmax * @param[out] dst Destination tensor info. Data types supported: same as @p src * @param[in] info Contains information consumed by kernels for softmax described in @ref SoftmaxKernelInfo. * */ static Status validate(const ITensorInfo &src, const ITensorInfo &dst, const SoftmaxKernelInfo &info); // Inherited methods overridden: void run(ITensorPack &tensors) override; experimental::MemoryRequirements workspace() const override; private: enum InternalTensorIdx { MAX = 0, SUM, TMP, PERMUTED_SRC, PERMUTED_DST, COUNT }; std::unique_ptr _permute_input; std::unique_ptr _permute_output; std::unique_ptr _max_shift_exp_sum_kernel; std::unique_ptr _norm_kernel; bool _needs_permute{ false }; TensorInfo _max_info; TensorInfo _sum_info; TensorInfo _tmp_info; TensorInfo _permuted_src_info; TensorInfo _permuted_dst_info; experimental::MemoryRequirements _aux_mem{}; }; } // opencl } // arm_compute #endif /* ARM_COMPUTE_CL_SOFTMAX_H */