Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 1 | /* |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 2 | * Copyright (c) 2017-2021 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 | */ |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 24 | #include "src/core/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" |
| 31 | #include "arm_compute/core/IAccessWindow.h" |
| 32 | #include "arm_compute/core/TensorInfo.h" |
| 33 | #include "arm_compute/core/Utils.h" |
Sang-Hoon Park | 68dd25f | 2020-10-19 16:00:11 +0100 | [diff] [blame] | 34 | #include "src/core/AccessWindowStatic.h" |
| 35 | #include "src/core/CL/CLValidate.h" |
| 36 | #include "src/core/helpers/WindowHelpers.h" |
| 37 | #include "support/Cast.h" |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 38 | |
| 39 | #include <string> |
| 40 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 41 | /** [ClReshapeKernel Kernel] **/ |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 42 | namespace arm_compute |
| 43 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 44 | namespace opencl |
| 45 | { |
| 46 | namespace kernels |
| 47 | { |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 48 | namespace |
| 49 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 50 | Status validate_arguments(const ITensorInfo *src, const ITensorInfo *dst) |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 51 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 52 | ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(src, dst); |
| 53 | ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(src); |
| 54 | ARM_COMPUTE_RETURN_ERROR_ON(src->data_type() == DataType::UNKNOWN); |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 55 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 56 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(src, dst); |
| 57 | ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_QUANTIZATION_INFO(src, dst); |
| 58 | ARM_COMPUTE_RETURN_ERROR_ON(src->tensor_shape().total_size() != dst->tensor_shape().total_size()); |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 59 | |
| 60 | return Status{}; |
| 61 | } |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 62 | } // namespace |
| 63 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 64 | void ClReshapeKernel::configure(const CLCompileContext &compile_context, const ITensorInfo *src, ITensorInfo *dst) |
Manuel Bottini | 4c6bd51 | 2020-04-08 10:15:51 +0100 | [diff] [blame] | 65 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 66 | ARM_COMPUTE_ERROR_ON_NULLPTR(src, dst); |
| 67 | ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(src, dst)); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 68 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 69 | auto padding_info = get_padding_info({ src, dst }); |
Sheri Zhang | 11d7327 | 2020-10-28 14:01:55 +0000 | [diff] [blame] | 70 | |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 71 | // Create kernel |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 72 | 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] | 73 | _kernel = create_kernel(compile_context, "reshape_layer", build_opts); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 74 | |
| 75 | // Add static arguments |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 76 | const cl_int2 src_shape = |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 77 | { |
| 78 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 79 | static_cast<cl_int>(src->tensor_shape()[0]), |
| 80 | static_cast<cl_int>(src->tensor_shape()[1]) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 81 | } |
| 82 | }; |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 83 | const cl_int2 dst_shape = |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 84 | { |
| 85 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 86 | static_cast<cl_int>(dst->tensor_shape()[0]), |
| 87 | static_cast<cl_int>(dst->tensor_shape()[1]) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 88 | } |
| 89 | }; |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 90 | unsigned int idx = 2 * num_arguments_per_3D_tensor(); // Skip the src and dst parameters |
| 91 | _kernel.setArg<cl_int2>(idx++, src_shape); |
| 92 | _kernel.setArg<cl_int2>(idx++, dst_shape); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 93 | |
| 94 | // Configure kernel window |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 95 | Window win = calculate_max_window(*src); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 96 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 97 | // Set the dst valid region |
| 98 | dst->set_valid_region(ValidRegion(Coordinates(), dst->tensor_shape())); |
Anthony Barbier | b6eb353 | 2018-08-08 13:20:04 +0100 | [diff] [blame] | 99 | ICLKernel::configure_internal(win); |
Sheri Zhang | 11d7327 | 2020-10-28 14:01:55 +0000 | [diff] [blame] | 100 | |
| 101 | ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 102 | } |
| 103 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 104 | Status ClReshapeKernel::validate(const ITensorInfo *src, const ITensorInfo *dst) |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 105 | { |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 106 | ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(src, dst)); |
Giuseppe Rossini | 8479763 | 2018-08-22 12:07:48 +0100 | [diff] [blame] | 107 | |
| 108 | return Status{}; |
| 109 | } |
| 110 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 111 | void ClReshapeKernel::run_op(ITensorPack &tensors, const Window &window, cl::CommandQueue &queue) |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 112 | { |
| 113 | ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); |
| 114 | ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window); |
| 115 | |
| 116 | Window window_collapsed = window.collapse_if_possible(ICLKernel::window(), Window::DimZ); |
| 117 | Window slice = window_collapsed.first_slice_window_3D(); |
| 118 | |
Georgios Pinitas | 0499dff | 2020-07-31 22:21:38 +0100 | [diff] [blame] | 119 | const auto src = utils::cast::polymorphic_downcast<const ICLTensor *>(tensors.get_const_tensor(TensorType::ACL_SRC)); |
| 120 | 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] | 121 | |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 122 | // Set srcs |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 123 | unsigned int idx = 0; |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 124 | add_3D_tensor_argument(idx, src, window_collapsed); |
| 125 | add_3D_tensor_argument(idx, dst, window_collapsed); |
Georgios Pinitas | 275f99c | 2019-08-23 12:44:11 +0100 | [diff] [blame] | 126 | enqueue(queue, *this, slice, lws_hint()); |
Georgios Pinitas | 5ee66ea | 2017-09-07 17:29:16 +0100 | [diff] [blame] | 127 | } |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 128 | } // namespace kernels |
| 129 | } // namespace opencl |
Michalis Spyrou | 2aad21a | 2020-07-02 12:43:53 +0100 | [diff] [blame] | 130 | } // namespace arm_compute |
Sheri Zhang | 7e20e29 | 2021-02-02 11:49:34 +0000 | [diff] [blame^] | 131 | /** [ClReshapeKernel Kernel] **/ |