diff options
Diffstat (limited to 'src/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.cpp | 154 |
1 files changed, 0 insertions, 154 deletions
diff --git a/src/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.cpp b/src/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.cpp deleted file mode 100644 index 04ad754cbf..0000000000 --- a/src/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.cpp +++ /dev/null @@ -1,154 +0,0 @@ -/* - * Copyright (c) 2017-2020 ARM Limited. - * - * SPDX-License-Identifier: MIT - * - * Permission is hereby granted, free of charge, to any person obtaining a copy - * of this software and associated documentation files (the "Software"), to - * deal in the Software without restriction, including without limitation the - * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or - * sell copies of the Software, and to permit persons to whom the Software is - * furnished to do so, subject to the following conditions: - * - * The above copyright notice and this permission notice shall be included in all - * copies or substantial portions of the Software. - * - * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR - * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, - * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE - * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER - * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, - * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE - * SOFTWARE. - */ -#include "arm_compute/core/CL/kernels/CLLocallyConnectedMatrixMultiplyKernel.h" - -#include "arm_compute/core/AccessWindowStatic.h" -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/CL/CLValidate.h" -#include "arm_compute/core/CL/ICLTensor.h" -#include "arm_compute/core/CL/OpenCL.h" -#include "arm_compute/core/Error.h" -#include "arm_compute/core/Helpers.h" -#include "arm_compute/core/Types.h" -#include "arm_compute/core/Utils.h" -#include "arm_compute/core/Window.h" - -#include <set> -#include <sstream> -#include <string> - -using namespace arm_compute; - -CLLocallyConnectedMatrixMultiplyKernel::CLLocallyConnectedMatrixMultiplyKernel() - : _input0(nullptr), _input1(nullptr), _output(nullptr) -{ -} - -namespace -{ -Status validate_arguments(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output) -{ - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input0, input1, output); - ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input0); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1, output); - ARM_COMPUTE_RETURN_ERROR_ON(input0->dimension(0) != input1->dimension(1)); - - return Status{}; -} - -std::tuple<Status, Window> validate_and_configure_window(ITensorInfo *input0, ITensorInfo *input1, ITensorInfo *output) -{ - const unsigned int num_elems_processed_per_iteration_x = max_cl_vector_width / data_size_from_type(input0->data_type()); - - Window win = calculate_max_window(*output, Steps(num_elems_processed_per_iteration_x)); - - AccessWindowHorizontal input0_access(input0, 0, num_elems_processed_per_iteration_x); - AccessWindowHorizontal input1_access(input1, 0, num_elems_processed_per_iteration_x); - AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration_x); - - bool window_changed = update_window_and_padding(win, input0_access, input1_access, output_access); - - output_access.set_valid_region(win, ValidRegion(Coordinates(), output->tensor_shape())); - - Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{}; - - return std::make_tuple(err, win); -} -} // namespace - -void CLLocallyConnectedMatrixMultiplyKernel::configure(const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output) -{ - configure(CLKernelLibrary::get().get_compile_context(), input0, input1, output); -} - -void CLLocallyConnectedMatrixMultiplyKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output) -{ - ARM_COMPUTE_ERROR_ON_NULLPTR(input0, input1, output); - ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input0->info(), input1->info(), output->info())); - - _input0 = input0; - _input1 = input1; - _output = output; - - cl::NDRange lws_hint; - if(output->info()->dimension(1) == 196) - { - lws_hint = cl::NDRange(1, 7); - } - else - { - lws_hint = cl::NDRange(8, 8); - } - - std::ostringstream mm_arguments; - std::set<std::string> build_opts; - - mm_arguments << "-DWIDTH_VECTOR_A=" << input0->info()->dimension(0) << " "; - build_opts.emplace(mm_arguments.str()); - - // Create kernel - std::string data_type_name = lower_string(string_from_data_type(input0->info()->data_type())); - _kernel = create_kernel(compile_context, ("gemm_lc_vm_" + data_type_name), build_opts); - - // Configure kernel window - auto win_config = validate_and_configure_window(input0->info(), input1->info(), output->info()); - - ARM_COMPUTE_ERROR_THROW_ON(std::get<0>(win_config)); - - ICLKernel::configure_internal(std::get<1>(win_config), lws_hint); -} - -Status CLLocallyConnectedMatrixMultiplyKernel::validate(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output) -{ - ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input0, input1, output)); - ARM_COMPUTE_RETURN_ON_ERROR(std::get<0>(validate_and_configure_window(input0->clone().get(), input1->clone().get(), output->clone().get()))); - - return Status{}; -} - -void CLLocallyConnectedMatrixMultiplyKernel::run(const Window &window, cl::CommandQueue &queue) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); - - Window slice = window.first_slice_window_2D(); - - Window matrix_b_window; - matrix_b_window.use_tensor_dimensions(_input1->info()->tensor_shape()); - Window slice_matrix_b = matrix_b_window.first_slice_window_3D(); - - do - { - unsigned int idx = 0; - add_2D_tensor_argument(idx, _input0, slice); - add_3D_tensor_argument(idx, _input1, slice_matrix_b); - add_2D_tensor_argument(idx, _output, slice); - enqueue(queue, *this, slice, lws_hint()); - } - while(window.slide_window_slice_2D(slice)); -} |