// Tencent is pleased to support the open source community by making ncnn available. // // Copyright (C) 2021 THL A29 Limited, a Tencent company. All rights reserved. // // Licensed under the BSD 3-Clause License (the "License"); you may not use this file except // in compliance with the License. You may obtain a copy of the License at // // https://opensource.org/licenses/BSD-3-Clause // // 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. #include "pass_level1.h" #include "../utils.h" namespace pnnx { class LPPool2d : public FuseModulePass { public: const char* match_type_str() const { return "__torch__.torch.nn.modules.pooling.LPPool2d"; } const char* type_str() const { return "nn.LPPool2d"; } void write(Operator* op, const std::shared_ptr& graph) const { const torch::jit::Node* pow = find_node_by_kind(graph, "aten::pow"); op->params["norm_type"] = pow->inputs()[1]; const torch::jit::Node* avg_pool2d = find_node_by_kind(graph, "aten::avg_pool2d"); op->params["kernel_size"] = avg_pool2d->namedInput("kernel_size"); if (avg_pool2d->namedInput("stride")->node()->inputs().size() == 0) { op->params["stride"] = op->params["kernel_size"]; } else { op->params["stride"] = avg_pool2d->namedInput("stride"); } op->params["ceil_mode"] = avg_pool2d->namedInput("ceil_mode"); } }; REGISTER_GLOBAL_PNNX_FUSE_MODULE_PASS(LPPool2d) } // namespace pnnx