/* * Copyright (c) 2016-2018 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 "arm_compute/core/NEON/kernels/NEArithmeticSubtractionKernel.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/Helpers.h" #include "arm_compute/core/ITensor.h" #include "arm_compute/core/NEON/NEFixedPoint.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Validate.h" #include #include #include #include #include using namespace arm_compute; namespace arm_compute { class Coordinates; } // namespace arm_compute namespace { void sub_wrap_U8_U8_U8(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t ta1 = vld1q_u8(input1.ptr()); const uint8x16_t ta2 = vld1q_u8(input2.ptr()); vst1q_u8(output.ptr(), vsubq_u8(ta1, ta2)); }, input1, input2, output); } void sub_saturate_U8_U8_U8(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t ta1 = vld1q_u8(input1.ptr()); const uint8x16_t ta2 = vld1q_u8(input2.ptr()); vst1q_u8(output.ptr(), vqsubq_u8(ta1, ta2)); }, input1, input2, output); } void sub_wrap_S16_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const int16x8x2_t ta1 = vld2q_s16(reinterpret_cast(input1.ptr())); const int16x8x2_t ta2 = vld2q_s16(reinterpret_cast(input2.ptr())); const int16x8x2_t ta3 = { { vsubq_s16(ta1.val[0], ta2.val[0]), vsubq_s16(ta1.val[1], ta2.val[1]) } }; vst2q_s16(reinterpret_cast(output.ptr()), ta3); }, input1, input2, output); } void sub_saturate_S16_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const int16x8x2_t ta1 = vld2q_s16(reinterpret_cast(input1.ptr())); const int16x8x2_t ta2 = vld2q_s16(reinterpret_cast(input2.ptr())); const int16x8x2_t ta3 = { { vqsubq_s16(ta1.val[0], ta2.val[0]), vqsubq_s16(ta1.val[1], ta2.val[1]) } }; vst2q_s16(reinterpret_cast(output.ptr()), ta3); }, input1, input2, output); } #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC inline float16x8x2_t vsub2q_f16(const float16x8x2_t &a, const float16x8x2_t &b) { const float16x8x2_t res = { { vsubq_f16(a.val[0], b.val[0]), vsubq_f16(a.val[1], b.val[1]) } }; return res; } #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ void sub_F16_F16_F16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { #ifdef __ARM_FEATURE_FP16_VECTOR_ARITHMETIC Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const float16x8x2_t a = vld2q_f16(reinterpret_cast(input1.ptr())); const float16x8x2_t b = vld2q_f16(reinterpret_cast(input2.ptr())); vst2q_f16(reinterpret_cast(output.ptr()), vsub2q_f16(a, b)); }, input1, input2, output); #else /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ ARM_COMPUTE_UNUSED(in1); ARM_COMPUTE_UNUSED(in2); ARM_COMPUTE_UNUSED(out); ARM_COMPUTE_UNUSED(window); ARM_COMPUTE_ERROR("Not supported, recompile the library with arch=arm64-v8.2-a"); #endif /* __ARM_FEATURE_FP16_VECTOR_ARITHMETIC */ } void sub_F32_F32_F32(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const float32x4x4_t ta1 = vld4q_f32(reinterpret_cast(input1.ptr())); const float32x4x4_t ta2 = vld4q_f32(reinterpret_cast(input2.ptr())); const float32x4x4_t ta3 = { { vsubq_f32(ta1.val[0], ta2.val[0]), vsubq_f32(ta1.val[1], ta2.val[1]), vsubq_f32(ta1.val[2], ta2.val[2]), vsubq_f32(ta1.val[3], ta2.val[3]), } }; vst4q_f32(reinterpret_cast(output.ptr()), ta3); }, input1, input2, output); } void sub_wrap_S16_U8_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t bv_0 = vld1q_u8(input2.ptr()); int16x8_t a1_0 = vld1q_s16(reinterpret_cast(input1.ptr())); int16x8_t a2_0 = vld1q_s16(reinterpret_cast(input1.ptr()) + 8); a1_0 = vsubq_s16(a1_0, vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0)))); a2_0 = vsubq_s16(a2_0, vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0)))); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } void sub_saturate_S16_U8_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t bv_0 = vld1q_u8(input2.ptr()); int16x8_t a1_0 = vld1q_s16(reinterpret_cast(input1.ptr())); int16x8_t a2_0 = vld1q_s16(reinterpret_cast(input1.ptr()) + 8); a1_0 = vqsubq_s16(a1_0, vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0)))); a2_0 = vqsubq_s16(a2_0, vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0)))); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } void sub_wrap_U8_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t bv_0 = vld1q_u8(input1.ptr()); int16x8_t a1_0 = vld1q_s16(reinterpret_cast(input2.ptr())); int16x8_t a2_0 = vld1q_s16(reinterpret_cast(input2.ptr()) + 8); a1_0 = vsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0))), a1_0); a2_0 = vsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0))), a2_0); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } void sub_saturate_U8_S16_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t bv_0 = vld1q_u8(input1.ptr()); int16x8_t a1_0 = vld1q_s16(reinterpret_cast(input2.ptr())); int16x8_t a2_0 = vld1q_s16(reinterpret_cast(input2.ptr()) + 8); a1_0 = vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0))), a1_0); a2_0 = vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0))), a2_0); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } void sub_wrap_U8_U8_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t av_0 = vld1q_u8(input1.ptr()); const uint8x16_t bv_0 = vld1q_u8(input2.ptr()); const int16x8_t a1_0 = vsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(av_0))), vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0)))); const int16x8_t a2_0 = vsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(av_0))), vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0)))); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } void sub_saturate_U8_U8_S16(const ITensor *in1, const ITensor *in2, ITensor *out, const Window &window) { Iterator input1(in1, window); Iterator input2(in2, window); Iterator output(out, window); execute_window_loop(window, [&](const Coordinates & id) { const uint8x16_t av_0 = vld1q_u8(input1.ptr()); const uint8x16_t bv_0 = vld1q_u8(input2.ptr()); const int16x8_t a1_0 = vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(av_0))), vreinterpretq_s16_u16(vmovl_u8(vget_low_u8(bv_0)))); const int16x8_t a2_0 = vqsubq_s16(vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(av_0))), vreinterpretq_s16_u16(vmovl_u8(vget_high_u8(bv_0)))); vst1q_s16(reinterpret_cast(output.ptr()), a1_0); vst1q_s16(reinterpret_cast(output.ptr()) + 8, a2_0); }, input1, input2, output); } inline Status validate_arguments(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, ConvertPolicy policy) { ARM_COMPUTE_UNUSED(policy); ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input1, input2, output); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::U8, DataType::S16, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input2, 1, DataType::U8, DataType::S16, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::U8, DataType::S16, DataType::F16, DataType::F32); ARM_COMPUTE_RETURN_ERROR_ON_MSG( !(input1->data_type() == DataType::U8 && input2->data_type() == DataType::U8 && output->data_type() == DataType::U8) && !(input1->data_type() == DataType::U8 && input2->data_type() == DataType::U8 && output->data_type() == DataType::S16) && !(input1->data_type() == DataType::U8 && input2->data_type() == DataType::S16 && output->data_type() == DataType::S16) && !(input1->data_type() == DataType::S16 && input2->data_type() == DataType::U8 && output->data_type() == DataType::S16) && !(input1->data_type() == DataType::S16 && input2->data_type() == DataType::S16 && output->data_type() == DataType::S16) && !(input1->data_type() == DataType::F32 && input2->data_type() == DataType::F32 && output->data_type() == DataType::F32) && !(input1->data_type() == DataType::F16 && input2->data_type() == DataType::F16 && output->data_type() == DataType::F16), "You called subtract with the wrong image formats"); return Status{}; } inline std::pair validate_and_configure_window(ITensorInfo *input1, ITensorInfo *input2, ITensorInfo *output) { constexpr unsigned int num_elems_processed_per_iteration = 16; // Configure kernel window Window win = calculate_max_window(*input1, Steps(num_elems_processed_per_iteration)); AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration); bool window_changed = update_window_and_padding(win, AccessWindowHorizontal(input1, 0, num_elems_processed_per_iteration), AccessWindowHorizontal(input2, 0, num_elems_processed_per_iteration), output_access); ValidRegion valid_region = intersect_valid_regions(input1->valid_region(), input2->valid_region()); output_access.set_valid_region(win, valid_region); Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{}; return std::make_pair(err, win); } } // namespace NEArithmeticSubtractionKernel::NEArithmeticSubtractionKernel() : _func(nullptr), _input1(nullptr), _input2(nullptr), _output(nullptr) { } void NEArithmeticSubtractionKernel::configure(const ITensor *input1, const ITensor *input2, ITensor *output, ConvertPolicy policy) { ARM_COMPUTE_ERROR_ON_NULLPTR(input1, input2, output); // Auto initialize output if not initialized { set_shape_if_empty(*output->info(), input1->info()->tensor_shape()); if(input1->info()->data_type() == DataType::S16 || input2->info()->data_type() == DataType::S16) { set_format_if_unknown(*output->info(), Format::S16); } else if(input1->info()->data_type() == DataType::F16 || input2->info()->data_type() == DataType::F16) { set_format_if_unknown(*output->info(), Format::F16); } else if(input1->info()->data_type() == DataType::F32 || input2->info()->data_type() == DataType::F32) { set_format_if_unknown(*output->info(), Format::F32); } } ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input1->info(), input2->info(), output->info(), policy)); static std::map map_function = { { "sub_wrap_U8_U8_U8", &sub_wrap_U8_U8_U8 }, { "sub_wrap_U8_U8_S16", &sub_wrap_U8_U8_S16 }, { "sub_saturate_U8_U8_U8", &sub_saturate_U8_U8_U8 }, { "sub_saturate_U8_U8_S16", &sub_saturate_U8_U8_S16 }, { "sub_wrap_U8_S16_S16", &sub_wrap_U8_S16_S16 }, { "sub_wrap_S16_U8_S16", &sub_wrap_S16_U8_S16 }, { "sub_saturate_U8_S16_S16", &sub_saturate_U8_S16_S16 }, { "sub_saturate_S16_U8_S16", &sub_saturate_S16_U8_S16 }, { "sub_wrap_S16_S16_S16", &sub_wrap_S16_S16_S16 }, { "sub_saturate_S16_S16_S16", &sub_saturate_S16_S16_S16 }, { "sub_wrap_F32_F32_F32", &sub_F32_F32_F32 }, { "sub_saturate_F32_F32_F32", &sub_F32_F32_F32 }, { "sub_wrap_F16_F16_F16", &sub_F16_F16_F16 }, { "sub_saturate_F16_F16_F16", &sub_F16_F16_F16 }, }; _input1 = input1; _input2 = input2; _output = output; std::string function_to_call("sub_"); function_to_call += policy == ConvertPolicy::WRAP ? "wrap_" : "saturate_"; function_to_call += string_from_data_type(input1->info()->data_type()) + "_"; function_to_call += string_from_data_type(input2->info()->data_type()) + "_"; function_to_call += string_from_data_type(output->info()->data_type()); auto it = map_function.find(function_to_call); if(it != map_function.end()) { _func = it->second; } // Configure kernel window auto win_config = validate_and_configure_window(input1->info(), input2->info(), output->info()); ARM_COMPUTE_ERROR_THROW_ON(win_config.first); INEKernel::configure(win_config.second); } Status NEArithmeticSubtractionKernel::validate(const ITensorInfo *input1, const ITensorInfo *input2, const ITensorInfo *output, ConvertPolicy policy) { ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input1, input2, output, policy)); ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(input1->clone().get(), input2->clone().get(), output->clone().get()).first); return Status{}; } void NEArithmeticSubtractionKernel::run(const Window &window, const ThreadInfo &info) { ARM_COMPUTE_UNUSED(info); ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INEKernel::window(), window); ARM_COMPUTE_ERROR_ON(_func == nullptr); (*_func)(_input1, _input2, _output, window); }