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Diffstat (limited to 'src/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.cpp')
| -rw-r--r-- | src/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.cpp | 179 |
1 files changed, 0 insertions, 179 deletions
diff --git a/src/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.cpp b/src/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.cpp deleted file mode 100644 index 4e57259cd6..0000000000 --- a/src/core/CL/kernels/CLGEMMMatrixVectorMultiplyKernel.cpp +++ /dev/null @@ -1,179 +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/CLGEMMMatrixVectorMultiplyKernel.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 "support/StringSupport.h" - -namespace arm_compute -{ -namespace -{ -constexpr unsigned int num_elems_read_per_iteration = 4; -constexpr unsigned int num_rows_read_per_iteration = 4; - -Status validate_arguments(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output) -{ - ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input0); - ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::QASYMM8, DataType::F16, DataType::F32); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1); - ARM_COMPUTE_RETURN_ERROR_ON(is_data_type_quantized_asymmetric(input0->data_type()) && (output->data_type() != DataType::S32)); - ARM_COMPUTE_RETURN_ERROR_ON(input0->dimension(2) != input1->dimension(1)); - - return Status{}; -} - -std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input0, ITensorInfo *input1, ITensorInfo *output) -{ - const unsigned int border_x = ceil_to_multiple(input0->dimension(0), num_elems_read_per_iteration) - input0->dimension(0); - const unsigned int border_y = ceil_to_multiple(input0->dimension(1), num_rows_read_per_iteration) - input0->dimension(1); - - Window win = calculate_max_window(*input0, Steps(num_elems_read_per_iteration)); - - AccessWindowRectangle input0_access(input0, 0, 0, num_elems_read_per_iteration, num_rows_read_per_iteration); - AccessWindowHorizontal input1_access(input1, 0, num_elems_read_per_iteration); - AccessWindowStatic output_access(output, 0, 0, output->dimension(0) + border_x, output->dimension(1) + border_y); - - bool window_changed = update_window_and_padding(win, input0_access, input1_access, output_access); - - output->set_valid_region(ValidRegion(Coordinates(), output->tensor_shape())); - - Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{}; - return std::make_pair(err, win); -} -} // namespace - -CLGEMMMatrixVectorMultiplyKernel::CLGEMMMatrixVectorMultiplyKernel() - : _input0(nullptr), _input1(nullptr), _output(nullptr), _num_rows_read_per_iteration(0), _border_size(0) -{ -} -BorderSize CLGEMMMatrixVectorMultiplyKernel::border_size() const -{ - return _border_size; -} - -void CLGEMMMatrixVectorMultiplyKernel::configure(const ICLTensor *input0, const ICLTensor *input1, ICLTensor *output) -{ - configure(CLKernelLibrary::get().get_compile_context(), input0, input1, output); -} - -void CLGEMMMatrixVectorMultiplyKernel::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; - - // Check if is a quantized operation - const bool is_quantized = is_data_type_quantized_asymmetric(_input0->info()->data_type()); - - // Create kernel - CLBuildOptions build_opts; - build_opts.add_option("-DDATA_TYPE=" + get_cl_type_from_data_type(input0->info()->data_type())); - build_opts.add_option("-DSRC_WIDTH=" + support::cpp11::to_string(input0->info()->dimension(0))); - build_opts.add_option("-DSRC_HEIGHT=" + support::cpp11::to_string(input0->info()->dimension(1))); - - std::string kernel_name = is_quantized ? std::string("gemm_mv_quantized") : std::string("gemm_mv"); - _kernel = create_kernel(compile_context, kernel_name, build_opts.options()); - - // Add static arguments - if(is_quantized) - { - const UniformQuantizationInfo iq0_info = _input0->info()->quantization_info().uniform(); - const UniformQuantizationInfo iq1_info = _input1->info()->quantization_info().uniform(); - - unsigned int idx = num_arguments_per_3D_tensor() + num_arguments_per_2D_tensor() + num_arguments_per_1D_tensor(); - _kernel.setArg<int>(idx++, -iq0_info.offset); - _kernel.setArg<int>(idx++, -iq1_info.offset); - } - - // Configure kernel window - _num_rows_read_per_iteration = num_rows_read_per_iteration; - - const unsigned int border_x = ceil_to_multiple(input0->info()->dimension(0), num_elems_read_per_iteration) - input0->info()->dimension(0); - const unsigned int border_y = ceil_to_multiple(input0->info()->dimension(1), _num_rows_read_per_iteration) - input0->info()->dimension(1); - - _border_size = BorderSize(border_y, border_x); - - auto win_config = validate_and_configure_window(input0->info(), input1->info(), output->info()); - ARM_COMPUTE_ERROR_THROW_ON(win_config.first); - ICLKernel::configure_internal(win_config.second); -} - -Status CLGEMMMatrixVectorMultiplyKernel::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(validate_and_configure_window(input0->clone().get(), input1->clone().get(), output->clone().get()).first); - - return Status{}; -} - -void CLGEMMMatrixVectorMultiplyKernel::run(const Window &window, cl::CommandQueue &queue) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(ICLKernel::window(), window); - - Window slice_in = window.first_slice_window_3D(); - Window slice_in2 = window.first_slice_window_3D(); - Window slice_out = window.first_slice_window_3D(); - - // Setup input0 slice - slice_in.set(Window::DimX, Window::Dimension(0, _input0->info()->dimension(0), _input0->info()->dimension(0))); - slice_in.set(Window::DimY, Window::Dimension(0, _input0->info()->dimension(1) + border_size().bottom, _num_rows_read_per_iteration)); - slice_in.set(Window::DimZ, Window::Dimension(0, _input0->info()->dimension(2), 1)); - - // Setup input1 and output slice. Their dimensions are increased in the cl kernel. - slice_in2.set(Window::DimX, Window::Dimension(0, 0, 0)); - slice_in2.set(Window::DimY, Window::Dimension(0, 0, 0)); - slice_in2.set(Window::DimZ, Window::Dimension(0, 0, 0)); - - slice_out.set(Window::DimX, Window::Dimension(0, 0, 0)); - slice_out.set(Window::DimY, Window::Dimension(0, 0, 0)); - slice_out.set(Window::DimZ, Window::Dimension(0, 0, 0)); - - unsigned int idx_1 = num_arguments_per_3D_tensor(); - - add_2D_tensor_argument(idx_1, _input1, slice_in2); - - do - { - unsigned int idx_0 = 0; - unsigned int idx_2 = num_arguments_per_3D_tensor() + num_arguments_per_2D_tensor(); - add_3D_tensor_argument(idx_0, _input0, slice_in); - add_1D_tensor_argument(idx_2, _output, slice_out); - enqueue(queue, *this, slice_in, lws_hint()); - } - while(window.slide_window_slice_3D(slice_in) && window.slide_window_slice_3D(slice_out)); -} -} // namespace arm_compute |