/* * Copyright (c) 2018-2021 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. */ #include "src/core/cpu/kernels/CpuElementwiseUnaryKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/Validate.h" #include "src/core/CPP/Validate.h" #include "src/core/common/Registrars.h" #include "src/core/cpu/kernels/elementwise/neon/elementwise_unary_list.h" #include "src/core/cpu/kernels/elementwise/sve/elementwise_unary_list.h" #include "src/core/helpers/AutoConfiguration.h" #include "src/core/helpers/WindowHelpers.h" #include "support/ToolchainSupport.h" namespace arm_compute { namespace cpu { namespace kernels { namespace { using ElementwiseUnarySelector = std::add_pointer::type; struct ElementwiseUnaryKernel { const char *name; const ElementwiseUnarySelector is_selected; CpuElementwiseUnaryKernel::ElementwiseUnaryUkernelPtr ukernel; }; static const ElementwiseUnaryKernel available_kernels[] = { #if defined(__ARM_FEATURE_SVE) { "fp32_sve_elementwise_unary", [](DataType dt) { return dt == DataType::F32; }, REGISTER_FP32_SVE(arm_compute::cpu::elementwise_sve_op), }, { "fp16_sve_elementwise_unary", [](DataType dt) { return dt == DataType::F16; }, REGISTER_FP16_SVE(arm_compute::cpu::elementwise_sve_op<__fp16>), }, { "s32_sve_elementwise_unary", [](DataType dt) { return dt == DataType::S32; }, REGISTER_INTEGER_SVE(arm_compute::cpu::elementwise_sve_op), }, #endif // defined(__ARM_FEATURE_SVE) { "fp32_neon_elementwise_unary", [](DataType dt) { return dt == DataType::F32; }, REGISTER_FP32_NEON(arm_compute::cpu::elementwise_op), }, #if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) { "fp16_neon_elementwise_unary", [](DataType dt) { return dt == DataType::F16; }, REGISTER_FP32_NEON(arm_compute::cpu::elementwise_op<__fp16>), }, #endif // defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) { "s32_neon_elementwise_unary", [](DataType dt) { return dt == DataType::S32; }, REGISTER_INTEGER_NEON(arm_compute::cpu::elementwise_op), }, }; const ElementwiseUnaryKernel *get_implementation(DataType dt) { for(const auto &uk : available_kernels) { if(uk.is_selected(dt)) { return &uk; } } return nullptr; } } // namespace CpuElementwiseUnaryKernel::CpuElementwiseUnaryKernel() : _op() { } void CpuElementwiseUnaryKernel::configure(ElementWiseUnary op, const ITensorInfo &input, ITensorInfo &output) { ARM_COMPUTE_ERROR_THROW_ON(validate(op, input, output)); // Configure kernel window const std::pair broadcast_pair = ITensorInfo::broadcast_shape_and_valid_region(input); const TensorShape &out_shape = broadcast_pair.first; const ValidRegion &valid_region = broadcast_pair.second; // Auto initialize output if not initialized auto_init_if_empty(output, out_shape, 1, input.data_type()); Window win = calculate_max_window(valid_region); _op = op; ICpuKernel::configure(win); } Status CpuElementwiseUnaryKernel::validate(ElementWiseUnary op, const ITensorInfo &input, const ITensorInfo &output) { ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(&input); const auto *uk = get_implementation(input.data_type()); ARM_COMPUTE_RETURN_ERROR_ON(uk == nullptr || uk->ukernel == nullptr); switch(op) { case ElementWiseUnary::EXP: case ElementWiseUnary::RSQRT: case ElementWiseUnary::LOG: case ElementWiseUnary::ROUND: case ElementWiseUnary::SIN: ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&input, 1, DataType::F16, DataType::F32); break; case ElementWiseUnary::NEG: case ElementWiseUnary::ABS: ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&input, 1, DataType::F16, DataType::F32, DataType::S32); break; default: ARM_COMPUTE_ERROR("ElementWiseUnary operation not supported"); } // Validate in case of configured output if(output.total_size() > 0) { ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&input, &output); } return Status{}; } void CpuElementwiseUnaryKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICpuKernel::window(), window); auto src = tensors.get_const_tensor(TensorType::ACL_SRC); auto dst = tensors.get_tensor(TensorType::ACL_DST); auto func = get_implementation(src->info()->data_type())->ukernel; ARM_COMPUTE_ERROR_ON(func == nullptr); func(src, dst, window, _op); } } // namespace kernels } // namespace cpu } // namespace arm_compute