* Copyright (c) 2025 Huawei Technologies Co., Ltd.
* This program is free software, you can redistribute it and/or modify it under the terms and conditions of
* CANN Open Software License Agreement Version 2.0 (the "License").
* Please refer to the License for details. You may not use this file except in compliance with the License.
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
* INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
* See LICENSE in the root of the software repository for the full text of the License.
*/
#include <string>
#include <utility>
#include <vector>
#include "common/math/math_util.h"
#include "graph/optimize/graph_optimize.h"
#include "graph/utils/graph_utils.h"
#include "graph/utils/tensor_utils.h"
#include "framework/omg/omg_inner_types.h"
namespace {
const char *const kSummary = "Summary";
const int32_t kMaxMapSize = 10000;
}
namespace ge {
Status GraphOptimize::HandleSummaryOp(const ComputeGraphPtr &compute_graph) {
GE_CHECK_NOTNULL(compute_graph);
GELOGI("HandleSummaryOp start, graph:%s", compute_graph->GetName().c_str());
if (summary_output_indexes_.size() >= kMaxMapSize) {
REPORT_INNER_ERR_MSG("E19999", "Map size:%zu out of range:%d, check invalid.",
summary_output_indexes_.size(), kMaxMapSize);
GELOGE(FAILED, "[Check][Param] Map size:%zu out of range:%d.", summary_output_indexes_.size(), kMaxMapSize);
return FAILED;
}
if (summary_output_indexes_.find(compute_graph->GetGraphID()) != summary_output_indexes_.end()) {
return SUCCESS;
}
std::vector<NodePtr> del_nodes;
std::vector<NodePtr> front_nodes;
std::vector<uint8_t> out_index;
std::map<std::string, size_t> summary_output_indexes = {};
size_t output_index = compute_graph->GetGraphOutNodesInfo().size();
for (auto &node_ptr : compute_graph->GetAllNodes()) {
GE_CHECK_NOTNULL(node_ptr);
OpDescPtr op = node_ptr->GetOpDesc();
GE_IF_BOOL_EXEC(op == nullptr, GELOGW("op is nullptr!"); continue);
if (op->GetType() == kSummary) {
compute_graph->SetSummaryFlag(true);
auto in = node_ptr->GetInDataAnchor(0);
if (in == nullptr) {
REPORT_INNER_ERR_MSG("E19999", "In data anchor(index:0) of node:%s is nullptr", node_ptr->GetName().c_str());
GELOGE(GE_GRAPH_PARAM_NULLPTR, "[Get][InDataAnchor] of node:%s is nullptr, index:0",
node_ptr->GetName().c_str());
return GE_GRAPH_PARAM_NULLPTR;
}
auto peerin = in->GetPeerOutAnchor();
GE_IF_BOOL_EXEC(peerin == nullptr,
REPORT_INNER_ERR_MSG("E19999", "peer out anchor is nullptr, node:%s, in anchor index:0",
node_ptr->GetName().c_str());
GELOGE(GE_GRAPH_PARAM_NULLPTR, "[Get][PeerOutAnchor] of node:%s is nullptr, in anchor index:0",
node_ptr->GetName().c_str());
return GE_GRAPH_PARAM_NULLPTR);
auto ret = GraphUtils::RemoveEdge(peerin, in);
if (ret != SUCCESS) {
return ret;
}
auto front_node = peerin->GetOwnerNode();
front_nodes.emplace_back(front_node);
auto idx = peerin->GetIdx();
out_index.emplace_back(idx);
GELOGI("[GraphOptimize] Summary name: %s, output index: %zu", op->GetName().c_str(), output_index);
summary_output_indexes.emplace(op->GetName(), output_index);
FMK_SIZET_ADDCHECK(output_index, 1);
output_index += 1;
del_nodes.emplace_back(node_ptr);
}
}
GE_IF_BOOL_EXEC(!summary_output_indexes.empty(), (void)summary_output_indexes_.insert({compute_graph->GetGraphID(),
summary_output_indexes}));
std::vector<std::pair<NodePtr, int32_t>> out_nodes_info;
for (size_t i = 0; i < front_nodes.size(); i++) {
GELOGI("graph add out_node %s:%d", front_nodes[i]->GetName().c_str(), out_index[i]);
out_nodes_info.emplace_back(std::pair<NodePtr, int32_t>(front_nodes[i], out_index[i]));
}
compute_graph->AppendGraphOutNodesInfo(out_nodes_info);
GE_IF_BOOL_EXEC(front_nodes.size() != 0U, GE_ASSERT_SUCCESS(compute_graph->CreateOrUpdateNetoutput(true)););
for (auto &node_ptr : del_nodes) {
GE_ASSERT_SUCCESS(GraphUtils::IsolateNode(node_ptr, {}),
"Call IsolateNode failed, node:%s, graph:%s",
node_ptr->GetName().c_str(), compute_graph->GetName().c_str());
GE_ASSERT_SUCCESS(GraphUtils::RemoveNodeWithoutRelink(compute_graph, node_ptr),
"Call RemoveNodeWithoutRelink failed, node:%s, graph:%s",
node_ptr->GetName().c_str(), compute_graph->GetName().c_str());
std::vector<NodePtr> graph_target = compute_graph->GetGraphTargetNodesInfo();
auto iter = find(graph_target.begin(), graph_target.end(), node_ptr);
if (iter != graph_target.end()) {
GELOGI("Current node %s is as Target, remove it from target vector.", node_ptr->GetName().c_str());
(void)graph_target.erase(iter);
compute_graph->SetGraphTargetNodesInfo(graph_target);
}
}
return SUCCESS;
}
}