/* Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. */ #ifdef FUSION_CONVADDBNRELU_OP #include "operators/fusion_conv_add_bn_relu_op.h" #include "operators/math/conv_func.h" namespace paddle_mobile { namespace operators { template void FusionConvAddBNReluOp::InferShape() const { auto in_dims = this->param_.Input()->dims(); auto filter_dims = this->param_.Filter()->dims(); const std::vector &strides = this->param_.Strides(); std::vector paddings = this->param_.Paddings(); int groups = this->param_.Groups(); std::vector dilations = this->param_.Dilations(); PADDLE_MOBILE_ENFORCE((in_dims.size() == filter_dims.size() && dilations.size() == paddings.size() && paddings.size() == strides.size()), "ConvParam is not suitable"); std::vector output_shape({in_dims[0], filter_dims[0]}); for (size_t i = 0; i < strides.size(); ++i) { output_shape.push_back( math::ConvOutputSize(in_dims[i + 2], filter_dims[i + 2], dilations[i], paddings[i], strides[i])); } framework::DDim ddim = framework::make_ddim(output_shape); this->param_.Output()->Resize(ddim); } static framework::FusionOpRegistrar fusion_conv_add_bn_relu_registrar( new FusionConvAddBNReluMatcher()); } // namespace operators } // namespace paddle_mobile namespace ops = paddle_mobile::operators; #ifdef PADDLE_MOBILE_CPU REGISTER_OPERATOR_CPU(fusion_conv_add_bn_relu, ops::FusionConvAddBNReluOp); #endif #ifdef PADDLE_MOBILE_FPGA REGISTER_OPERATOR_FPGA(fusion_conv_add_bn_relu, ops::FusionConvAddBNReluOp); #endif #endif