/* * Copyright (c) 2017-2019 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/runtime/GLES_COMPUTE/functions/GCNormalizationLayer.h" #include "arm_compute/core/Error.h" #include "arm_compute/core/PixelValue.h" #include "arm_compute/core/TensorInfo.h" #include "arm_compute/core/Types.h" #include "arm_compute/core/Validate.h" #include "arm_compute/runtime/GLES_COMPUTE/GCScheduler.h" using namespace arm_compute; GCNormalizationLayer::GCNormalizationLayer(std::shared_ptr memory_manager) : _memory_group(std::move(memory_manager)), _squared_input(), _norm_kernel(), _multiply_kernel(), _border_handler() { } void GCNormalizationLayer::configure(const IGCTensor *input, IGCTensor *output, const NormalizationLayerInfo &norm_info) { ARM_COMPUTE_ERROR_ON(input == nullptr); _squared_input.allocator()->init(TensorInfo(input->info()->tensor_shape(), 1, input->info()->data_type())); _memory_group.manage(&_squared_input); _norm_kernel.configure(input, &_squared_input, output, norm_info); _multiply_kernel.configure(input, input, &_squared_input, 1.0f); // Fill the border by 3 elements since we need vload4 in the IN_MAP normalization kernel _border_handler.configure(&_squared_input, _norm_kernel.border_size(), BorderMode::CONSTANT, PixelValue()); // Allocate intermediate buffers _squared_input.allocator()->allocate(); } void GCNormalizationLayer::run() { _memory_group.acquire(); GCScheduler::get().dispatch(_multiply_kernel, false); GCScheduler::get().memory_barrier(); GCScheduler::get().dispatch(_border_handler, false); GCScheduler::get().memory_barrier(); GCScheduler::get().dispatch(_norm_kernel, true); _memory_group.release(); }