/** * Copyright 2020 Huawei Technologies Co., Ltd * * 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. */ #ifndef MINDSPORE_CCSRC_OPTIMIZER_IRPASS_MARK_INTERFACE_FUSION_H #define MINDSPORE_CCSRC_OPTIMIZER_IRPASS_MARK_INTERFACE_FUSION_H #include #include #include #include "session/anf_runtime_algorithm.h" #include "optimizer/optimizer.h" #include "optimizer/irpass.h" #include "ir/visitor.h" #include "operator/ops.h" #include "utils/graph_utils.h" #include "operator/composite/composite.h" namespace mindspore { namespace opt { namespace irpass { static int count = 0; std::string GetFusionNumber() { std::stringstream ss; ss << std::setw(4) << std::setfill('0') << count; std::string num = ss.str(); ++count; return "_" + num; } // Mark CNodes which can be merged in kernel build class MarkInterfaceFusion : public AnfVisitor { public: AnfNodePtr operator()(const OptimizerPtr &, const AnfNodePtr &node) override { if (node->func_graph()->has_attr(FUNC_GRAPH_ATTR_GRAPH_KERNEL) && IsPrimitiveCNode(node, prim::kPrimSelect)) { auto cnode = node->cast(); auto condition = cnode->input(1); std::string cmp; std::unordered_map cmp_list = {{"GreaterEqual", "GE"}, {"Greater", "GT"}, {"LessEqual", "LE"}, {"Less", "LT"}, {"Equal", "EQ"}, {"NotEqual", "NE"}}; if (IsPrimitiveCNode(condition)) { auto prim_name = GetCNodeFuncName(condition->cast()); if (cmp_list.count(prim_name) != 0) { // Mark Select and compare node cmp = cmp_list[prim_name]; auto cnt = GetFusionNumber(); AnfAlgo::SetNodeAttr("fusion", MakeValue("Select" + cmp + cnt), condition); AnfAlgo::SetNodeAttr("fusion", MakeValue("Select" + cmp + cnt + "_end"), node); for (size_t i = 1; i < cnode->inputs().size(); ++i) { if (IsPrimitiveCNode(cnode->input(i), prim::kPrimZerosLike)) { AnfAlgo::SetNodeAttr("fusion", MakeValue("Select" + cmp + cnt), cnode->input(i)); } } } } } return nullptr; } void Visit(const AnfNodePtr &) override {} private: AnfNodePtr y_{nullptr}; }; } // namespace irpass } // namespace opt } // namespace mindspore #endif // MINDSPORE_CCSRC_OPTIMIZER_IRPASS_MARK_INTERFACE_FUSION_H