diff options
Diffstat (limited to 'src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.cpp')
-rw-r--r-- | src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.cpp | 121 |
1 files changed, 0 insertions, 121 deletions
diff --git a/src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.cpp b/src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.cpp deleted file mode 100644 index dcf4e6662e..0000000000 --- a/src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.cpp +++ /dev/null @@ -1,121 +0,0 @@ -/* - * Copyright (c) 2018-2020 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 "src/core/CL/kernels/CLConvertFullyConnectedWeightsKernel.h" - -#include "arm_compute/core/CL/CLHelpers.h" -#include "arm_compute/core/CL/CLKernelLibrary.h" -#include "arm_compute/core/CL/ICLTensor.h" -#include "arm_compute/core/Helpers.h" -#include "src/core/CL/CLValidate.h" -#include "src/core/helpers/AutoConfiguration.h" -#include "src/core/helpers/WindowHelpers.h" -#include "support/StringSupport.h" - -namespace arm_compute -{ -CLConvertFullyConnectedWeightsKernel::CLConvertFullyConnectedWeightsKernel() - : _input(nullptr), _output(nullptr) -{ -} - -void CLConvertFullyConnectedWeightsKernel::configure(const ICLTensor *input, ICLTensor *output, const TensorShape &original_input_shape, - DataLayout data_layout) -{ - configure(CLKernelLibrary::get().get_compile_context(), input, output, original_input_shape, data_layout); -} - -void CLConvertFullyConnectedWeightsKernel::configure(const CLCompileContext &compile_context, const ICLTensor *input, ICLTensor *output, const TensorShape &original_input_shape, - DataLayout data_layout) -{ - ARM_COMPUTE_ERROR_ON_NULLPTR(input, output); - - // Output tensor auto initialisation if not yet initialized - auto_init_if_empty(*output->info(), *input->info()->clone()); - - auto padding_info = get_padding_info({ input, output }); - - ARM_COMPUTE_ERROR_THROW_ON(CLConvertFullyConnectedWeightsKernel::validate(input->info(), output->info(), original_input_shape, data_layout)); - - _input = input; - _output = output; - - const DataLayout input_data_layout = (data_layout == DataLayout::NCHW) ? DataLayout::NHWC : DataLayout::NCHW; - - const int width_idx = get_data_layout_dimension_index(input_data_layout, DataLayoutDimension::WIDTH); - const int height_idx = get_data_layout_dimension_index(input_data_layout, DataLayoutDimension::HEIGHT); - const int channel_idx = get_data_layout_dimension_index(input_data_layout, DataLayoutDimension::CHANNEL); - - const unsigned int num_elems_per_input_plane = original_input_shape[width_idx] * original_input_shape[height_idx]; - const unsigned int num_channels = original_input_shape[channel_idx]; - - const unsigned int factor_1 = (data_layout == DataLayout::NCHW) ? num_elems_per_input_plane : num_channels; - const unsigned int factor_2 = (data_layout == DataLayout::NCHW) ? num_channels : num_elems_per_input_plane; - - // Set build options - CLBuildOptions build_opts; - build_opts.add_option("-DDATA_TYPE=" + get_cl_unsigned_type_from_element_size(input->info()->element_size())); - build_opts.add_option("-DFACTOR_1=" + support::cpp11::to_string(factor_1)); - build_opts.add_option("-DFACTOR_2=" + support::cpp11::to_string(factor_2)); - - // Create kernel - _kernel = create_kernel(compile_context, "convert_fc_weights", build_opts.options()); - - // Configure kernel window - Window win = calculate_max_window(*input->info(), Steps()); - ICLKernel::configure_internal(win); - - ARM_COMPUTE_ERROR_ON(has_padding_changed(padding_info)); -} - -Status CLConvertFullyConnectedWeightsKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const TensorShape &original_input_shape, - DataLayout data_layout) -{ - ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input, output); - ARM_COMPUTE_RETURN_ERROR_ON_F16_UNSUPPORTED(input); - ARM_COMPUTE_RETURN_ERROR_ON(input->data_type() == DataType::UNKNOWN); - ARM_COMPUTE_RETURN_ERROR_ON(input->num_dimensions() != 2); - ARM_COMPUTE_RETURN_ERROR_ON(input->dimension(1) != original_input_shape.total_size_lower(3)); - ARM_COMPUTE_RETURN_ERROR_ON(data_layout == DataLayout::UNKNOWN); - - // Checks performed when output is configured - if(output->total_size() != 0) - { - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output); - ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output); - } - - return Status{}; -} - -void CLConvertFullyConnectedWeightsKernel::run(const Window &window, cl::CommandQueue &queue) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_INVALID_SUBWINDOW(ICLKernel::window(), window); - - unsigned int idx = 0; - add_2D_tensor_argument(idx, _input, window); - add_2D_tensor_argument(idx, _output, window); - enqueue(queue, *this, window, lws_hint()); -} -} // namespace arm_compute |