/** Copyright (c) 2017-2018 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/CL/functions/CLDirectConvolutionLayer.h"#include "arm_compute/core/CL/ICLTensor.h"#include "arm_compute/core/CL/kernels/CLDirectConvolutionLayerKernel.h"#include "arm_compute/core/PixelValue.h"#include "arm_compute/core/Utils.h"#include "arm_compute/core/Validate.h"#include "arm_compute/runtime/CL/CLScheduler.h"using namespace arm_compute;CLDirectConvolutionLayer::CLDirectConvolutionLayer(): _direct_conv_kernel(), _input_border_handler(), _activationlayer_function(), _is_activationlayer_enabled(false){}void CLDirectConvolutionLayer::configure(ICLTensor *input, const ICLTensor *weights, const ICLTensor *biases, ICLTensor *output, const PadStrideInfo &conv_info, const ActivationLayerInfo &act_info){// Set GPU target_direct_conv_kernel.set_target(CLScheduler::get().target());// Configure direct convolution_direct_conv_kernel.configure(input, weights, biases, output, conv_info);// Configure border handlerPixelValue &&zero_value(0.f);if(is_data_type_quantized_asymmetric(input->info()->data_type())){zero_value = PixelValue(static_cast<uint8_t>(input->info()->quantization_info().offset));}_input_border_handler.configure(input, _direct_conv_kernel.border_size(), BorderMode::CONSTANT, zero_value);// Tune kernelsCLScheduler::get().tune_kernel_static(_direct_conv_kernel);_is_activationlayer_enabled = act_info.enabled();//Configure Activation Layerif(_is_activationlayer_enabled){_activationlayer_function.configure(output, nullptr, act_info);}}Status CLDirectConvolutionLayer::validate(const ITensorInfo *input, const ITensorInfo *weights, const ITensorInfo *biases, const ITensorInfo *output, const PadStrideInfo &conv_info,const ActivationLayerInfo &act_info){ARM_COMPUTE_RETURN_ON_ERROR(CLDirectConvolutionLayerKernel::validate(input, weights, biases, output, conv_info, CLScheduler::get().target()));if(act_info.enabled()){ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(output, nullptr, act_info));}return Status{};}void CLDirectConvolutionLayer::run(){// Run border handlerCLScheduler::get().enqueue(_input_border_handler, false);// Run direct convolutionCLScheduler::get().enqueue(_direct_conv_kernel);//Run Activation Layerif(_is_activationlayer_enabled){_activationlayer_function.run();}}
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