Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 1 | /* |
Michele Di Giorgio | d9eaf61 | 2020-07-08 11:12:57 +0100 | [diff] [blame] | 2 | * Copyright (c) 2018-2020 Arm Limited. |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 3 | * |
| 4 | * SPDX-License-Identifier: MIT |
| 5 | * |
| 6 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 7 | * of this software and associated documentation files (the "Software"), to |
| 8 | * deal in the Software without restriction, including without limitation the |
| 9 | * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| 10 | * sell copies of the Software, and to permit persons to whom the Software is |
| 11 | * furnished to do so, subject to the following conditions: |
| 12 | * |
| 13 | * The above copyright notice and this permission notice shall be included in all |
| 14 | * copies or substantial portions of the Software. |
| 15 | * |
| 16 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 17 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 18 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 19 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 20 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 21 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| 22 | * SOFTWARE. |
| 23 | */ |
| 24 | #include "arm_compute/core/NEON/kernels/NEWidthConcatenateLayerKernel.h" |
| 25 | |
| 26 | #include "arm_compute/core/Error.h" |
| 27 | #include "arm_compute/core/Helpers.h" |
| 28 | #include "arm_compute/core/IAccessWindow.h" |
| 29 | #include "arm_compute/core/ITensor.h" |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 30 | #include "arm_compute/core/NEON/NEAsymm.h" |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 31 | #include "arm_compute/core/NEON/wrapper/wrapper.h" |
| 32 | #include "arm_compute/core/TensorInfo.h" |
| 33 | #include "arm_compute/core/Utils.h" |
| 34 | #include "arm_compute/core/Validate.h" |
| 35 | #include "arm_compute/core/Window.h" |
| 36 | |
| 37 | #include <cstdint> |
| 38 | |
Georgios Pinitas | 3384356 | 2019-12-10 13:33:18 +0000 | [diff] [blame] | 39 | namespace arm_compute |
| 40 | { |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 41 | namespace |
| 42 | { |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 43 | Status validate_arguments(const ITensorInfo *input, unsigned int width_offset, const ITensorInfo *output) |
| 44 | { |
| 45 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); |
Georgios Pinitas | 8f5802f | 2019-02-22 11:08:32 +0000 | [diff] [blame] | 46 | // Note: ARM_COMPUTE_RETURN_ERROR_ON_CPU_F16_UNSUPPORTED(input) is not needed here as this kernel doesn't use NEON FP16 instructions. |
Georgios Pinitas | 3384356 | 2019-12-10 13:33:18 +0000 | [diff] [blame] | 47 | ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN); |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 48 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); |
| 49 | ARM_COMPUTE_RETURN_ERROR_ON(input->dimension(0) + width_offset > output->dimension(0)); |
| 50 | |
| 51 | for(size_t i = 1; i < Coordinates::num_max_dimensions; ++i) |
| 52 | { |
| 53 | ARM_COMPUTE_RETURN_ERROR_ON(input->dimension(i) != output->dimension(i)); |
| 54 | } |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 55 | |
| 56 | return Status{}; |
| 57 | } |
| 58 | } // namespace |
| 59 | |
| 60 | NEWidthConcatenateLayerKernel::NEWidthConcatenateLayerKernel() |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 61 | : _width_offset(0) |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 62 | { |
| 63 | } |
| 64 | |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 65 | void NEWidthConcatenateLayerKernel::configure(const ITensorInfo *input, unsigned int width_offset, ITensorInfo *output) |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 66 | { |
| 67 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 68 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input, width_offset, output)); |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 69 | |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 70 | _width_offset = width_offset; |
| 71 | |
| 72 | // Configure kernel window |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 73 | Window win = calculate_max_window(*input, Steps()); |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 74 | Coordinates coord; |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 75 | coord.set_num_dimensions(output->num_dimensions()); |
| 76 | output->set_valid_region(ValidRegion(coord, output->tensor_shape())); |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 77 | |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 78 | INEKernel::configure(win); |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 79 | } |
| 80 | |
| 81 | Status NEWidthConcatenateLayerKernel::validate(const ITensorInfo *input, unsigned int width_offset, const ITensorInfo *output) |
| 82 | { |
| 83 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, width_offset, output)); |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 84 | return Status{}; |
| 85 | } |
| 86 | |
Georgios Pinitas | 0499dff | 2020-07-31 22:21:38 +0100 | [diff] [blame] | 87 | void NEWidthConcatenateLayerKernel::run_op(ITensorPack &tensors, const Window &window, const ThreadInfo &info) |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 88 | { |
| 89 | ARM_COMPUTE_UNUSED(info); |
| 90 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 91 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(INEKernel::window(), window); |
| 92 | |
Georgios Pinitas | 0499dff | 2020-07-31 22:21:38 +0100 | [diff] [blame] | 93 | const auto src = tensors.get_const_tensor(TensorType::ACL_SRC); |
| 94 | auto dst = tensors.get_tensor(TensorType::ACL_DST); |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 95 | |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 96 | // Offset output pointer to the correct position |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 97 | uint8_t *output_ptr = dst->buffer() + dst->info()->offset_first_element_in_bytes() + _width_offset * dst->info()->strides_in_bytes()[0]; |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 98 | |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 99 | const auto window_start_x = static_cast<int>(window.x().start()); |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 100 | const auto window_end_x = static_cast<int>(window.x().end()) * static_cast<int>(dst->info()->element_size()); |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 101 | constexpr int window_step_x = 16; |
| 102 | |
| 103 | Window win{ window }; |
| 104 | win.set(Window::DimX, Window::Dimension(0, 1, 1)); |
| 105 | |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 106 | // Create iterators |
Georgios Pinitas | 4667ddd | 2020-07-13 21:21:33 +0100 | [diff] [blame] | 107 | Iterator input(src, win); |
| 108 | Iterator output(dst, win); |
| 109 | const DataType dt = src->info()->data_type(); |
| 110 | const UniformQuantizationInfo &input_qinfo = src->info()->quantization_info().uniform(); |
| 111 | const UniformQuantizationInfo &output_qinfo = dst->info()->quantization_info().uniform(); |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 112 | if(dt == DataType::QASYMM8 && input_qinfo != output_qinfo) |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 113 | { |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 114 | execute_window_loop(win, [&](const Coordinates &) |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 115 | { |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 116 | int x = window_start_x; |
| 117 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 118 | { |
| 119 | vst1q_u8(output_ptr + output.offset() + x, vquantize(vdequantize(vld1q_u8(input.ptr() + x), input_qinfo), output_qinfo)); |
| 120 | } |
| 121 | |
| 122 | // Compute left-over elements |
| 123 | for(; x < window_end_x; ++x) |
| 124 | { |
| 125 | *(output_ptr + output.offset() + x) = quantize_qasymm8(dequantize_qasymm8(*(input.ptr() + x), input_qinfo), output_qinfo); |
| 126 | } |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 127 | }, |
| 128 | input, output); |
| 129 | } |
Georgios Pinitas | 3384356 | 2019-12-10 13:33:18 +0000 | [diff] [blame] | 130 | else if(dt == DataType::QASYMM8_SIGNED && input_qinfo != output_qinfo) |
| 131 | { |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 132 | execute_window_loop(win, [&](const Coordinates &) |
Georgios Pinitas | 3384356 | 2019-12-10 13:33:18 +0000 | [diff] [blame] | 133 | { |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 134 | int x = window_start_x; |
| 135 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 136 | { |
| 137 | vst1q_s8(reinterpret_cast<int8_t *>(output_ptr + output.offset() + x), |
| 138 | vquantize_signed(vdequantize(vld1q_s8(reinterpret_cast<int8_t *>(input.ptr() + x)), input_qinfo), output_qinfo)); |
| 139 | } |
| 140 | |
| 141 | // Compute left-over elements |
| 142 | for(; x < window_end_x; ++x) |
| 143 | { |
| 144 | *(output_ptr + output.offset() + x) = quantize_qasymm8_signed(dequantize_qasymm8_signed(*(input.ptr() + x), input_qinfo), output_qinfo); |
| 145 | } |
Georgios Pinitas | 3384356 | 2019-12-10 13:33:18 +0000 | [diff] [blame] | 146 | }, |
| 147 | input, output); |
| 148 | } |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 149 | else |
| 150 | { |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 151 | execute_window_loop(win, [&](const Coordinates &) |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 152 | { |
| 153 | const auto in_ptr = input.ptr(); |
| 154 | const auto out_ptr = output_ptr + output.offset(); |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 155 | int x = window_start_x; |
| 156 | for(; x <= (window_end_x - window_step_x); x += window_step_x) |
| 157 | { |
| 158 | wrapper::vstore(out_ptr + x, wrapper::vloadq(in_ptr + x)); |
| 159 | } |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 160 | |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 161 | // Compute left-over elements |
| 162 | for(; x < window_end_x; ++x) |
| 163 | { |
| 164 | *(out_ptr + x) = *(in_ptr + x); |
| 165 | } |
Pablo Tello | 54e98d9 | 2019-02-05 16:16:19 +0000 | [diff] [blame] | 166 | }, |
| 167 | input, output); |
| 168 | } |
Georgios Pinitas | ae54e02 | 2018-07-16 15:41:27 +0100 | [diff] [blame] | 169 | } |
Michalis Spyrou | 16a70e0 | 2020-03-04 15:57:04 +0000 | [diff] [blame] | 170 | } // namespace arm_compute |