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Diffstat (limited to 'src/core/cpu/kernels/CpuElementwiseKernel.cpp')
| -rw-r--r-- | src/core/cpu/kernels/CpuElementwiseKernel.cpp | 354 |
1 files changed, 0 insertions, 354 deletions
diff --git a/src/core/cpu/kernels/CpuElementwiseKernel.cpp b/src/core/cpu/kernels/CpuElementwiseKernel.cpp deleted file mode 100644 index 643a870540..0000000000 --- a/src/core/cpu/kernels/CpuElementwiseKernel.cpp +++ /dev/null @@ -1,354 +0,0 @@ -/* - * 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/CpuElementwiseKernel.h" - -#include "arm_compute/core/Helpers.h" -#include "src/core/CPP/Validate.h" -#include "src/core/common/Registrars.h" -#include "src/core/cpu/kernels/elementwise/neon/elementwise_list.h" -#include "src/core/cpu/kernels/elementwise/neon/elementwise_quantized_list.h" -#include "src/core/cpu/kernels/elementwise/sve/elementwise_list.h" -#include "src/core/cpu/kernels/elementwise/sve/elementwise_quantized_list.h" -#include "src/core/helpers/AutoConfiguration.h" -#include "src/core/helpers/WindowHelpers.h" - -#include <arm_neon.h> - -namespace arm_compute -{ -namespace cpu -{ -namespace kernels -{ -namespace -{ -using ElementwiseSelector = std::add_pointer<bool(DataType)>::type; -using UKernelType = CpuElementwiseKernel::ElementwiseFunction; -struct ElementwiseKernel -{ - const char *name; - const ElementwiseSelector is_selected; - UKernelType *ukernel; -}; - -template <DataType dt> -inline bool is_selected(DataType data_type) -{ - return dt == data_type; -} - -template <DataType input_data_type, DataType output_data_type = input_data_type> -static ElementwiseKernel generate_kernel(UKernelType *ukernel) -{ - std::string kernel_name("op_"); - kernel_name += string_from_data_type(input_data_type) + "_"; - kernel_name += string_from_data_type(input_data_type) + "_"; - kernel_name += string_from_data_type(output_data_type); - - return { kernel_name.c_str(), is_selected<input_data_type>, ukernel }; -} - -template <ArithmeticOperation op> -std::function<void(const ITensor *, const ITensor *, ITensor *, const Window &)> -configure_arithm_func(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_UNUSED(src1, dst); - static ElementwiseKernel kernels[] = - { -#if defined(ENABLE_SVE) - generate_kernel<DataType::F32>(REGISTER_FP32_SVE((arm_compute::cpu::elementwise_arithmetic_op<op, float32_t>))), - generate_kernel<DataType::S32>(REGISTER_INTEGER_SVE((arm_compute::cpu::elementwise_arithmetic_op<op, int32_t>))), - generate_kernel<DataType::S16>(REGISTER_INTEGER_SVE((arm_compute::cpu::elementwise_arithmetic_op<op, int16_t>))), -#endif /* defined(ENABLE_SVE) */ -#if defined(ENABLE_NEON) - generate_kernel<DataType::F32>(REGISTER_FP32_NEON((arm_compute::cpu::elementwise_arithm_op<op, typename wrapper::traits::neon_vector<float, 4>>))), - generate_kernel<DataType::S32>(REGISTER_INTEGER_NEON((arm_compute::cpu::elementwise_arithm_op<op, typename wrapper::traits::neon_vector<int32_t, 4>>))), -#endif /* defined(ENABLE_NEON) */ -#if defined(__ARM_FEATURE_SVE2) - generate_kernel<DataType::QASYMM8>(REGISTER_QASYMM8_SVE((arm_compute::cpu::elementwise_arithmetic_quantized_op<op, uint8_t>))), - generate_kernel<DataType::QASYMM8_SIGNED>(REGISTER_QASYMM8_SIGNED_SVE((arm_compute::cpu::elementwise_arithmetic_quantized_op<op, int8_t>))), -#else /* !defined(__ARM_FEATURE_SVE2) */ - generate_kernel<DataType::QASYMM8>(REGISTER_QASYMM8_NEON((arm_compute::cpu::elementwise_arithm_op_quantized<op>))), - generate_kernel<DataType::QASYMM8_SIGNED>(REGISTER_QASYMM8_SIGNED_NEON((arm_compute::cpu::elementwise_arithm_op_quantized_signed<op>))), -#endif /* defined(__ARM_FEATURE_SVE2) */ -#if defined(ENABLE_SVE) - generate_kernel<DataType::F16>(REGISTER_FP16_SVE((arm_compute::cpu::elementwise_arithmetic_op<op, float16_t>))), -#endif /* defined(ENABLE_SVE) */ -#if defined(ENABLE_NEON) -#if defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) - generate_kernel<DataType::F16>(REGISTER_FP16_NEON((arm_compute::cpu::elementwise_arithm_op<op, typename wrapper::traits::neon_vector<float16_t, 8>>))), -#endif /* defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) */ - generate_kernel<DataType::S16>(REGISTER_INTEGER_NEON((arm_compute::cpu::elementwise_arithm_op<op, typename wrapper::traits::neon_vector<int16_t, 8>>))), -#endif /* defined(ENABLE_NEON) */ - }; - - for(const auto &uk : kernels) - { - if(uk.is_selected(src0->data_type())) - { - return uk.ukernel; - } - } - - return nullptr; -} - -template <ComparisonOperation op> -std::function<void(const ITensor *, const ITensor *, ITensor *, const Window &)> -configure_comp_func(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_UNUSED(src1, dst); - static ElementwiseKernel kernels[] = - { -#if defined(ENABLE_SVE) - generate_kernel<DataType::U8, DataType::U8>(REGISTER_INTEGER_SVE((arm_compute::cpu::elementwise_comparison_op<op, uint8_t>))), - generate_kernel<DataType::F32, DataType::U8>(REGISTER_FP32_SVE((arm_compute::cpu::elementwise_comparison_op<op, float>))), - generate_kernel<DataType::S16, DataType::U8>(REGISTER_INTEGER_SVE((arm_compute::cpu::elementwise_comparison_op<op, int16_t>))), - generate_kernel<DataType::S32, DataType::U8>(REGISTER_INTEGER_SVE((arm_compute::cpu::elementwise_comparison_op<op, int32_t>))), -#endif /* defined(ENABLE_SVE) */ -#if defined(ENABLE_NEON) - generate_kernel<DataType::U8, DataType::U8>(REGISTER_INTEGER_NEON((arm_compute::cpu::elementwise_comp_op_8<op, uint8_t, uint8x16_t>))), - generate_kernel<DataType::F32, DataType::U8>(REGISTER_FP32_NEON((arm_compute::cpu::elementwise_comp_op_32<op, float, float32x4_t>))), - generate_kernel<DataType::S16, DataType::U8>(REGISTER_INTEGER_NEON((arm_compute::cpu::elementwise_comp_op_16<op, int16_t, int16x8_t>))), - generate_kernel<DataType::S32, DataType::U8>(REGISTER_INTEGER_NEON((arm_compute::cpu::elementwise_comp_op_32<op, int32_t, int32x4_t>))), -#endif /* defined(ENABLE_NEON) */ -#if defined(__ARM_FEATURE_SVE2) - generate_kernel<DataType::QASYMM8_SIGNED, DataType::U8>(REGISTER_QASYMM8_SIGNED_SVE((arm_compute::cpu::elementwise_comparison_quantized_op<op, int8_t>))), - generate_kernel<DataType::QASYMM8, DataType::U8>(REGISTER_QASYMM8_SVE((arm_compute::cpu::elementwise_comparison_quantized_op<op, uint8_t>))), -#else /* !defined(__ARM_FEATURE_SVE2) */ - generate_kernel<DataType::QASYMM8_SIGNED, DataType::U8>(REGISTER_QASYMM8_SIGNED_NEON((arm_compute::cpu::elementwise_comp_op_quantized_signed<op>))), - generate_kernel<DataType::QASYMM8, DataType::U8>(REGISTER_QASYMM8_NEON((arm_compute::cpu::elementwise_comp_op_quantized<op>))), -#endif /* defined(__ARM_FEATURE_SVE2) */ -#if defined(ENABLE_SVE) - generate_kernel<DataType::F16, DataType::U8>(REGISTER_FP16_SVE((arm_compute::cpu::elementwise_comparison_op<op, float16_t>))), -#endif /* defined(ENABLE_SVE) */ -#if defined(ENABLE_NEON) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) - generate_kernel<DataType::F16, DataType::U8>(REGISTER_FP16_NEON((arm_compute::cpu::elementwise_comp_op_16<op, float16_t, float16x8_t>))), -#endif /* defined(ENABLE_NEON) && defined(__ARM_FEATURE_FP16_VECTOR_ARITHMETIC) */ - }; - - for(const auto &uk : kernels) - { - if(uk.is_selected(src0->data_type())) - { - return uk.ukernel; - } - } - - return nullptr; -} -} // namespace - -Status CpuElementwiseKernel::validate_arguments_common(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(&src0); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src0, &src1); - - const TensorShape out_shape = TensorShape::broadcast_shape(src0.tensor_shape(), src1.tensor_shape()); - - ARM_COMPUTE_RETURN_ERROR_ON_MSG(out_shape.total_size() == 0, "Inputs are not broadcast compatible"); - - // Validate in case of configured dst - if(dst.total_size() > 0) - { - ARM_COMPUTE_RETURN_ERROR_ON_MSG(detail::have_different_dimensions(out_shape, dst.tensor_shape(), 0), - "Wrong shape for output"); - } - - return Status{}; -} - -void CpuElementwiseKernel::configure_common(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_ON_NULLPTR(src0, src1, dst); - - // If any of shapes is dynamic, expect a configured window and dst at run-time. - if(src0->is_dynamic() || src1->is_dynamic()) - { - return; - } - - auto shape_and_window = compute_output_shape_and_window(src0->tensor_shape(), src1->tensor_shape()); - auto_init_if_empty(*dst, shape_and_window.first, 1, src0->data_type()); - ICpuKernel::configure(shape_and_window.second); -} - -void CpuElementwiseKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) -{ - ARM_COMPUTE_UNUSED(info); - - auto src0 = tensors.get_const_tensor(TensorType::ACL_SRC_0); - auto src1 = tensors.get_const_tensor(TensorType::ACL_SRC_1); - auto dst = tensors.get_tensor(TensorType::ACL_DST); - - auto function = get_implementation(src0->info(), src1->info(), dst->info()); - ARM_COMPUTE_ERROR_ON(function == nullptr); - function(src0, src1, dst, window); -} - -/** Arithmetic operators (min, max, squared_diff) */ -void CpuArithmeticKernel::configure(ArithmeticOperation op, const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*src0, *src1, *dst)); - configure_common(src0, src1, dst); - _op = op; -} - -Status CpuArithmeticKernel::validate_arguments(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src0, 1, DataType::QASYMM8, DataType::QASYMM8_SIGNED, DataType::S16, DataType::F16, DataType::S32, DataType::F32); - // Validate in case of configured dst - if(dst.total_size() > 0) - { - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(&src0, &dst); - } - return validate_arguments_common(src0, src1, dst); -} - -Status CpuArithmeticKernel::validate(ArithmeticOperation op, const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) -{ - ARM_COMPUTE_UNUSED(op); - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst); - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*src0, *src1, *dst)); - return Status{}; -} - -std::function<CpuElementwiseKernel::ElementwiseFunction> -CpuArithmeticKernel::get_implementation(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - switch(_op) - { - case ArithmeticOperation::MAX: - return configure_arithm_func<ArithmeticOperation::MAX>(src0, src1, dst); - case ArithmeticOperation::MIN: - return configure_arithm_func<ArithmeticOperation::MIN>(src0, src1, dst); - case ArithmeticOperation::SQUARED_DIFF: - return configure_arithm_func<ArithmeticOperation::SQUARED_DIFF>(src0, src1, dst); - case ArithmeticOperation::PRELU: - return configure_arithm_func<ArithmeticOperation::PRELU>(src0, src1, dst); - case ArithmeticOperation::DIV: - return configure_arithm_func<ArithmeticOperation::DIV>(src0, src1, dst); - case ArithmeticOperation::POWER: - return configure_arithm_func<ArithmeticOperation::POWER>(src0, src1, dst); - default: - ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); - } - return nullptr; -} - -/** The division operator */ - -void CpuDivisionKernel::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*src0, *src1, *dst)); - configure_common(src0, src1, dst); - _op = ArithmeticOperation::DIV; -} - -Status CpuDivisionKernel::validate_arguments(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src0, 1, DataType::S32, DataType::F16, DataType::F32); - return CpuArithmeticKernel::validate_arguments(src0, src1, dst); -} - -Status CpuDivisionKernel::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst); - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*src0, *src1, *dst)); - return Status{}; -} - -/** The power operator */ -void CpuPowerKernel::configure(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*src0, *src1, *dst)); - configure_common(src0, src1, dst); - _op = ArithmeticOperation::POWER; -} - -Status CpuPowerKernel::validate_arguments(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src0, 1, DataType::F16, DataType::F32); - return CpuArithmeticKernel::validate_arguments(src0, src1, dst); -} - -Status CpuPowerKernel::validate(const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst); - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*src0, *src1, *dst)); - return Status{}; -} - -/** Comparison operators (equal, not equal, less than, greater than, less than or equal, greater than or equal) */ -void CpuComparisonKernel::configure(ComparisonOperation op, const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(*src0, *src1, *dst)); - configure_common(src0, src1, dst); - _op = op; -} - -Status CpuComparisonKernel::validate_arguments(const ITensorInfo &src0, const ITensorInfo &src1, const ITensorInfo &dst) -{ - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&src0, 1, DataType::U8, DataType::QASYMM8, DataType::QASYMM8_SIGNED, DataType::S16, DataType::F16, DataType::S32, DataType::F32); - // Validate in case of configured dst - if(dst.total_size() > 0) - { - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(&dst, 1, DataType::U8); - } - return validate_arguments_common(src0, src1, dst); -} - -Status CpuComparisonKernel::validate(ComparisonOperation op, const ITensorInfo *src0, const ITensorInfo *src1, const ITensorInfo *dst) -{ - ARM_COMPUTE_UNUSED(op); - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src0, src1, dst); - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(*src0, *src1, *dst)); - return Status{}; -} - -std::function<CpuElementwiseKernel::ElementwiseFunction> -CpuComparisonKernel::get_implementation(const ITensorInfo *src0, const ITensorInfo *src1, ITensorInfo *dst) -{ - switch(_op) - { - case ComparisonOperation::Equal: - return configure_comp_func<ComparisonOperation::Equal>(src0, src1, dst); - case ComparisonOperation::NotEqual: - return configure_comp_func<ComparisonOperation::NotEqual>(src0, src1, dst); - case ComparisonOperation::Greater: - return configure_comp_func<ComparisonOperation::Greater>(src0, src1, dst); - case ComparisonOperation::GreaterEqual: - return configure_comp_func<ComparisonOperation::GreaterEqual>(src0, src1, dst); - case ComparisonOperation::Less: - return configure_comp_func<ComparisonOperation::Less>(src0, src1, dst); - case ComparisonOperation::LessEqual: - return configure_comp_func<ComparisonOperation::LessEqual>(src0, src1, dst); - default: - ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); - } - return nullptr; -} -} // namespace kernels -} // namespace cpu -} // namespace arm_compute |