Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 1 | /* |
Ramy Elgammal | 8468371 | 2022-12-16 13:39:33 +0000 | [diff] [blame] | 2 | * Copyright (c) 2017-2022 Arm Limited. |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +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 | */ |
Georgios Pinitas | 7891a73 | 2021-08-20 21:39:25 +0100 | [diff] [blame] | 24 | #include "src/gpu/cl/kernels/ClReshapeKernel.h" |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 25 | |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 26 | #include "arm_compute/core/CL/CLHelpers.h" |
| 27 | #include "arm_compute/core/CL/CLKernelLibrary.h" |
| 28 | #include "arm_compute/core/CL/ICLTensor.h" |
| 29 | #include "arm_compute/core/CL/OpenCL.h" |
| 30 | #include "arm_compute/core/Helpers.h" |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 31 | #include "arm_compute/core/TensorInfo.h" |
| 32 | #include "arm_compute/core/Utils.h" |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 33 | |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 34 | #include "src/core/CL/CLValidate.h" |
| 35 | #include "src/core/helpers/WindowHelpers.h" |
| 36 | #include "support/Cast.h" |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 37 | |
| 38 | #include <string> |
| 39 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 40 | /** [ClReshapeKernel Kernel] **/ |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 41 | namespace arm_compute |
| 42 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 43 | namespace opencl |
| 44 | { |
| 45 | namespace kernels |
| 46 | { |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 47 | namespace |
| 48 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 49 | Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst) |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 50 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 51 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); |
| 52 | ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); |
| 53 | ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 54 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 55 | if (dst->tensor_shape().total_size() != 0) |
Gian Marco Iodice | 0aee2dd | 2021-04-12 09:10:09 +0100 | [diff] [blame] | 56 | { |
| 57 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); |
| 58 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); |
| 59 | ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().total_size() != dst->tensor_shape().total_size()); |
| 60 | } |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 61 | |
| 62 | return Status{}; |
| 63 | } |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 64 | } // namespace |
| 65 | |
Giorgio Arena | 4a95bba | 2021-06-28 11:00:27 +0100 | [diff] [blame] | 66 | ClReshapeKernel::ClReshapeKernel() |
| 67 | { |
| 68 | _type = CLKernelType::ELEMENTWISE; |
| 69 | } |
| 70 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 71 | void ClReshapeKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst) |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 72 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 73 | ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); |
| 74 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst)); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 75 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 76 | auto padding_info = get_padding_info({src, dst}); |
Sheri Zhang | 11d7327 | 2020-10-28 14:01:55 +0000 | [diff] [blame] | 77 | |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 78 | // Create kernel |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 79 | std::set<std::string> build_opts = {"-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(src->element_size())}; |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 80 | _kernel = create_kernel(compile_context, "reshape_layer", build_opts); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 81 | |
| 82 | // Add static arguments |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 83 | const cl_int2 src_shape = { |
| 84 | {static_cast<cl_int>(src->tensor_shape()[0]), static_cast<cl_int>(src->tensor_shape()[1])}}; |
| 85 | const cl_int2 dst_shape = { |
| 86 | {static_cast<cl_int>(dst->tensor_shape()[0]), static_cast<cl_int>(dst->tensor_shape()[1])}}; |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 87 | unsigned int idx = 2 * num_arguments_per_3D_tensor(); // Skip the src and dst parameters |
| 88 | _kernel.setArg<cl_int2>(idx++, src_shape); |
| 89 | _kernel.setArg<cl_int2>(idx++, dst_shape); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 90 | |
| 91 | // Configure kernel window |
Ramy Elgammal | 8468371 | 2022-12-16 13:39:33 +0000 | [diff] [blame] | 92 | Window win = calculate_max_window(*dst); |
Anthony Barbier | b6eb353 | 2018-08-08 13:20:04 +0100 | [diff] [blame] | 93 | ICLKernel::configure_internal(win); |
Sheri Zhang | 11d7327 | 2020-10-28 14:01:55 +0000 | [diff] [blame] | 94 | |
| 95 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 96 | } |
| 97 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 98 | Status ClReshapeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 99 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 100 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst)); |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 101 | |
| 102 | return Status{}; |
| 103 | } |
| 104 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 105 | void ClReshapeKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 106 | { |
| 107 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 108 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window); |
| 109 | |
| 110 | Window window_collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); |
| 111 | Window slice = window_collapsed.first_slice_window_3D(); |
| 112 | |
Felix Thomasmathibalan | afd38f0 | 2023-09-27 17:46:17 +0100 | [diff] [blame] | 113 | const auto src = |
| 114 | utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); |
| 115 | auto dst = utils::cast::polymorphic_downcast<ICLTensor *>(tensors.get_tensor(TensorType::ACL_DST)); |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 116 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 117 | // Set srcs |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 118 | unsigned int idx = 0; |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 119 | add_3D_tensor_argument(idx, src, window_collapsed); |
| 120 | add_3D_tensor_argument(idx, dst, window_collapsed); |
Georgios Pinitas | 275f99c | 2019-08-23 12:44:11 +0100 | [diff] [blame] | 121 | enqueue(queue, *this, slice, lws_hint()); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 122 | } |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 123 | } // namespace kernels |
| 124 | } // namespace opencl |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 125 | } // namespace arm_compute |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame] | 126 | /** [ClReshapeKernel Kernel] **/ |