diff options
Diffstat (limited to 'src/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.cpp')
| -rw-r--r-- | src/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.cpp | 107 |
1 files changed, 0 insertions, 107 deletions
diff --git a/src/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.cpp b/src/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.cpp deleted file mode 100644 index 9368770e22..0000000000 --- a/src/core/GLES_COMPUTE/kernels/GCDropoutLayerKernel.cpp +++ /dev/null @@ -1,107 +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/GLES_COMPUTE/kernels/GCDropoutLayerKernel.h" - -#include "arm_compute/core/Error.h" -#include "arm_compute/core/GLES_COMPUTE/GCHelpers.h" -#include "arm_compute/core/GLES_COMPUTE/GCKernelLibrary.h" -#include "arm_compute/core/GLES_COMPUTE/IGCTensor.h" -#include "arm_compute/core/GLES_COMPUTE/OpenGLES.h" -#include "arm_compute/core/Helpers.h" -#include "arm_compute/core/Types.h" -#include "arm_compute/core/Validate.h" -#include "support/StringSupport.h" - -#include <cmath> -#include <random> -#include <tuple> - -using namespace arm_compute; - -GCDropoutLayerKernel::GCDropoutLayerKernel() - : _input(nullptr), _mask(nullptr), _output(nullptr), _num_elems_processed_per_iteration(0) -{ -} - -void GCDropoutLayerKernel::configure(const IGCTensor *input, IGCTensor *mask, IGCTensor *output, float ratio, bool forward) -{ - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input, mask, output); - - _input = input; - _mask = mask; - _output = output; - - std::set<std::string> build_opts; - std::string dt_name = (input->info()->data_type() == DataType::F32) ? "DATA_TYPE_FP32" : "DATA_TYPE_FP16"; - std::string fporbp = forward ? "FORWARD" : "BACKWARD"; - std::random_device rd; - std::mt19937 mt(rd()); - std::uniform_real_distribution<float> dist(0.f, 1.f); - - build_opts.emplace("#define LOCAL_SIZE_X " + support::cpp11::to_string(1)); - build_opts.emplace("#define LOCAL_SIZE_Y " + support::cpp11::to_string(1)); - build_opts.emplace("#define LOCAL_SIZE_Z " + support::cpp11::to_string(1)); - build_opts.emplace("#define RATIO " + support::cpp11::to_string(ratio)); - build_opts.emplace("#define SCALE " + support::cpp11::to_string(1. / (1. - ratio))); - build_opts.emplace("#define SEED " + support::cpp11::to_string(dist(mt))); - build_opts.emplace("#define " + dt_name); - build_opts.emplace("#define " + fporbp); - - _num_elems_processed_per_iteration = 4 / input->info()->element_size(); - - // Create kernel - _kernel = static_cast<GCKernel>(GCKernelLibrary::get().create_kernel("dropout", build_opts)); - - // Configure kernel window - Window win = calculate_max_window(*input->info(), Steps(_num_elems_processed_per_iteration)); - - output->info()->set_valid_region(ValidRegion(Coordinates(), output->info()->tensor_shape())); - - IGCKernel::configure(win); -} - -void GCDropoutLayerKernel::run(const Window &window) -{ - ARM_COMPUTE_ERROR_ON_UNCONFIGURED_KERNEL(this); - ARM_COMPUTE_ERROR_ON_MISMATCHING_WINDOWS(IGCKernel::window(), window); - - _kernel.use(); - - Window slice = window.first_slice_window_3D(); - - do - { - unsigned int idx = 0; - - add_3D_tensor_argument(idx, _input, 1, slice); - add_3D_tensor_argument(idx, _mask, 2, slice); - add_3D_tensor_argument(idx, _output, 3, slice); - - _kernel.update_shader_params(); - enqueue(*this, slice); - } - while(window.slide_window_slice_3D(slice)); -} |