diff options
Diffstat (limited to 'libs/ARMComputeEx/src/core/CL/kernels/CLEmbeddingLookupKernel.cpp')
-rw-r--r-- | libs/ARMComputeEx/src/core/CL/kernels/CLEmbeddingLookupKernel.cpp | 114 |
1 files changed, 0 insertions, 114 deletions
diff --git a/libs/ARMComputeEx/src/core/CL/kernels/CLEmbeddingLookupKernel.cpp b/libs/ARMComputeEx/src/core/CL/kernels/CLEmbeddingLookupKernel.cpp deleted file mode 100644 index 0862b78bf..000000000 --- a/libs/ARMComputeEx/src/core/CL/kernels/CLEmbeddingLookupKernel.cpp +++ /dev/null @@ -1,114 +0,0 @@ -/* - * Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved - * Copyright (c) 2017 ARM Limited. - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ -#include "arm_compute/core/CL/kernels/CLEmbeddingLookupKernel.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibraryEx.h" -#include "arm_compute/core/CL/ICLTensor.h" - -using namespace arm_compute; - -namespace -{ -constexpr unsigned int num_elems_processed_per_iteration = 16; - -std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input, ITensorInfo *output) -{ - Window win = calculate_max_window(*output, Steps(num_elems_processed_per_iteration)); - AccessWindowHorizontal input_access(input, 0, num_elems_processed_per_iteration); - AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration); - - bool window_changed = update_window_and_padding(win, input_access, output_access); - input_access.set_valid_region(win, output->valid_region()); - - Status err = (window_changed) - ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") - : Status{}; - return std::make_pair(err, win); -} -} // namespace - -CLEmbeddingLookupKernel::CLEmbeddingLookupKernel() - : _input(nullptr), _output(nullptr), _lookups(nullptr) -{ -} - -Status CLEmbeddingLookupKernel::validate(const ITensorInfo *input, const ITensorInfo *output, - const ITensorInfo *lookups) -{ - ARM_COMPUTE_ERROR_ON_NULLPTR(input, output, lookups); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN( - input, 1, DataType::U8, DataType::S8, DataType::QASYMM8, DataType::U16, DataType::S16, - DataType::U32, DataType::S32, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(lookups, 1, DataType::S32); - ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); - - ARM_COMPUTE_ERROR_ON(input->num_dimensions() < 2 && input->num_dimensions() > 4); - ARM_COMPUTE_ERROR_ON(lookups->num_dimensions() > 1); - - return Status{}; -} - -void CLEmbeddingLookupKernel::configure(const ICLTensor *input, ICLTensor *output, - const ICLTensor *lookups) -{ - ARM_COMPUTE_ERROR_THROW_ON(validate(input->info(), output->info(), lookups->info())); - - _input = input; - _output = output; - _lookups = lookups; - - // Set kernel build options - std::stringstream kernel_name; - std::set<std::string> build_opts; - kernel_name << "embedding_lookup"; - - build_opts.emplace("-DDEPTH_OUT=" + support::cpp11::to_string(output->info()->dimension(2))); - build_opts.emplace("-DDATA_TYPE=" + get_cl_type_from_data_type(input->info()->data_type())); - build_opts.emplace("-DVEC_SIZE=" + support::cpp11::to_string(num_elems_processed_per_iteration)); - build_opts.emplace("-DNUM_DIMS=" + support::cpp11::to_string(_input->info()->num_dimensions())); - - // Create kernel - _kernel = static_cast<cl::Kernel>( - CLKernelLibraryEx::get().create_kernel(kernel_name.str(), build_opts)); - - // Configure kernel window - auto win_config = validate_and_configure_window(input->info(), output->info()); - ARM_COMPUTE_ERROR_THROW_ON(win_config.first); - ICLKernel::configure_internal(win_config.second); -} - -void CLEmbeddingLookupKernel::run(const Window &window, cl::CommandQueue &queue) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(IKernel::window(), window); - - Window slice_in = window.first_slice_window_4D().collapse(ICLKernel::window(), 2, 4); - - Window win_lookup; - win_lookup.set(Window::DimX, Window::Dimension(0, 0, 0)); - - do - { - unsigned int idx = 0; - add_4D_tensor_argument(idx, _input, slice_in); - add_4D_tensor_argument(idx, _output, slice_in); - add_1D_tensor_argument(idx, _lookups, win_lookup); - - enqueue(queue, *this, slice_in); - } while (window.slide_window_slice_4D(slice_in) && window.slide_window_slice_1D(win_lookup)); -} |