Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 1 | /* |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 2 | * Copyright (c) 2018-2019 ARM Limited. |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [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/CL/kernels/CLPermuteKernel.h" |
| 25 | |
| 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
Vidhya Sudhan Loganathan | f1f4906 | 2018-05-25 13:21:26 +0100 | [diff] [blame] | 28 | #include "arm_compute/core/CL/CLValidate.h" |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 29 | #include "arm_compute/core/CL/ICLTensor.h" |
| 30 | #include "arm_compute/core/CL/OpenCL.h" |
| 31 | #include "arm_compute/core/Error.h" |
| 32 | #include "arm_compute/core/Helpers.h" |
| 33 | #include "arm_compute/core/Types.h" |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 34 | #include "arm_compute/core/utils/misc/ShapeCalculator.h" |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 35 | #include "support/ToolchainSupport.h" |
| 36 | |
| 37 | using namespace arm_compute; |
| 38 | |
| 39 | CLPermuteKernel::CLPermuteKernel() |
| 40 | : _input(nullptr), _output(nullptr), _perm() |
| 41 | { |
| 42 | } |
| 43 | namespace |
| 44 | { |
| 45 | TensorShape get_output_shape(const ITensorInfo *input, const PermutationVector &perm) |
| 46 | { |
| 47 | TensorShape output_shape = input->tensor_shape(); |
| 48 | permute(output_shape, perm); |
| 49 | return output_shape; |
| 50 | } |
Pablo Tello | 6c6e77a | 2018-01-23 10:03:27 +0000 | [diff] [blame] | 51 | |
Michele Di Giorgio | b28f329 | 2018-02-02 15:58:01 +0000 | [diff] [blame] | 52 | Status validate_arguments(const ITensorInfo *input, const ITensorInfo *output, const PermutationVector &perm) |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 53 | { |
Vidhya Sudhan Loganathan | f1f4906 | 2018-05-25 13:21:26 +0100 | [diff] [blame] | 54 | ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input); |
Vidhya Sudhan Loganathan | 7485d5a | 2018-07-04 09:34:00 +0100 | [diff] [blame] | 55 | ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::S8, DataType::QASYMM8, |
| 56 | DataType::U16, DataType::S16, |
Michele Di Giorgio | b28f329 | 2018-02-02 15:58:01 +0000 | [diff] [blame] | 57 | DataType::U32, DataType::S32, |
| 58 | DataType::F16, DataType::F32); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 59 | |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 60 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(input->num_dimensions() < 1 || input->num_dimensions() > 4, |
| 61 | "Permutation upto 4-D input tensor is supported"); |
| 62 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(perm.num_dimensions() < 1 || perm.num_dimensions() > 4, |
| 63 | "Permutation vector size should be less than or equal to 4"); |
| 64 | for(const auto &p : perm) |
| 65 | { |
| 66 | ARM_COMPUTE_RETURN_ERROR_ON_MSG(p >= perm.num_dimensions(), "Permutation vector has invalid values"); |
| 67 | } |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 68 | |
| 69 | // Validate configured output |
| 70 | if(output->total_size() != 0) |
| 71 | { |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 72 | const TensorShape output_shape = misc::shape_calculator::compute_permutation_output_shape(*input, perm); |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 73 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DIMENSIONS(output->tensor_shape(), output_shape); |
Isabella Gottardi | 0a1090a | 2019-02-14 18:07:36 +0000 | [diff] [blame] | 74 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(input, output); |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 75 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 76 | } |
Michele Di Giorgio | b28f329 | 2018-02-02 15:58:01 +0000 | [diff] [blame] | 77 | return Status{}; |
| 78 | } |
| 79 | } // namespace |
| 80 | |
| 81 | void CLPermuteKernel::configure(const ICLTensor *input, ICLTensor *output, const PermutationVector &perm) |
| 82 | { |
| 83 | ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); |
| 84 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input->info(), output->info(), perm)); |
| 85 | |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 86 | _input = input; |
| 87 | _output = output; |
| 88 | _perm = perm; |
| 89 | |
| 90 | const TensorShape output_shape = get_output_shape(input->info(), perm); |
| 91 | // Output auto inizialitation if not yet initialized |
| 92 | auto_init_if_empty(*output->info(), input->info()->clone()->set_tensor_shape(output_shape)); |
| 93 | |
| 94 | // Create kernel |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 95 | CLBuildOptions build_opts; |
| 96 | build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type())); |
| 97 | build_opts.add_option("-DDEPTH_IN=" + support::cpp11::to_string(input->info()->dimension(2))); |
| 98 | // New positions of width(W), height(H), channel(C) and batch(D) based on permutation vector |
| 99 | build_opts.add_option("-DP1=" + support::cpp11::to_string((_perm.num_dimensions() >= 1) ? perm[0] : 0)); |
| 100 | build_opts.add_option("-DP2=" + support::cpp11::to_string((_perm.num_dimensions() >= 2) ? perm[1] : 1)); |
| 101 | build_opts.add_option("-DP3=" + support::cpp11::to_string((_perm.num_dimensions() >= 3) ? perm[2] : 2)); |
| 102 | build_opts.add_option("-DP4=" + support::cpp11::to_string((_perm.num_dimensions() >= 4) ? perm[3] : 3)); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 103 | |
shubham | e1a4e37 | 2019-01-07 21:37:55 +0530 | [diff] [blame] | 104 | _kernel = static_cast<cl::Kernel>(CLKernelLibrary::get().create_kernel("permute", build_opts.options())); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 105 | |
| 106 | // Configure kernel window |
| 107 | Window win = calculate_max_window(*input->info(), Steps()); |
| 108 | |
Georgios Pinitas | 6528aa2 | 2018-03-15 18:02:21 +0000 | [diff] [blame] | 109 | // The CLPermute doesn't need padding so update_window_and_padding() can be skipped |
| 110 | Coordinates coord; |
| 111 | coord.set_num_dimensions(output->info()->num_dimensions()); |
| 112 | output->info()->set_valid_region(ValidRegion(coord, output->info()->tensor_shape())); |
| 113 | |
Anthony Barbier | b6eb353 | 2018-08-08 13:20:04 +0100 | [diff] [blame] | 114 | ICLKernel::configure_internal(win); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 115 | } |
| 116 | |
Michele Di Giorgio | b28f329 | 2018-02-02 15:58:01 +0000 | [diff] [blame] | 117 | Status CLPermuteKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const PermutationVector &perm) |
| 118 | { |
Isabella Gottardi | aad9f2c | 2018-02-21 11:51:23 +0000 | [diff] [blame] | 119 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); |
Anthony Barbier | a8a4d9e | 2018-05-14 14:43:29 +0100 | [diff] [blame] | 120 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, perm)); |
Michele Di Giorgio | b28f329 | 2018-02-02 15:58:01 +0000 | [diff] [blame] | 121 | |
| 122 | return Status{}; |
| 123 | } |
| 124 | |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 125 | void CLPermuteKernel::run(const Window &window, cl::CommandQueue &queue) |
| 126 | { |
| 127 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 128 | ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); |
| 129 | |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 130 | Window slice_in = window.first_slice_window_4D().collapse(ICLKernel::window(), 2, 4); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 131 | |
| 132 | // Setup output slice |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 133 | Window slice_out(slice_in); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 134 | slice_out.set(Window::DimX, Window::Dimension(0, 0, 0)); |
| 135 | slice_out.set(Window::DimY, Window::Dimension(0, 0, 0)); |
| 136 | slice_out.set(Window::DimZ, Window::Dimension(0, 0, 0)); |
| 137 | slice_out.set(3, Window::Dimension(0, 0, 0)); |
| 138 | |
| 139 | do |
| 140 | { |
Diego Lopez Recas | 0021d75 | 2017-12-18 14:42:56 +0000 | [diff] [blame] | 141 | unsigned int idx = 0; |
| 142 | add_4D_tensor_argument(idx, _input, slice_in); |
| 143 | add_4D_tensor_argument(idx, _output, slice_out); |
Georgios Pinitas | 275f99c | 2019-08-23 12:44:11 +0100 | [diff] [blame^] | 144 | enqueue(queue, *this, slice_in, lws_hint()); |
Michalis Spyrou | 5237e01 | 2018-01-17 09:40:27 +0000 | [diff] [blame] | 145 | } |
| 146 | while(window.slide_window_slice_4D(slice_in) && window.slide_window_slice_4D(slice_out)); |
| 147 | } |