* 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 "graph/passes/standard_optimize/prune_pass.h"
#include <deque>
#include <set>
#include <unordered_set>
#include <vector>
#include "framework/common/debug/log.h"
#include "framework/common/framework_types_internal.h"
#include "framework/common/debug/ge_log.h"
#include "framework/common/ge_inner_error_codes.h"
#include "graph/utils/node_utils.h"
#include "graph/utils/op_type_utils.h"
namespace ge {
namespace {
bool IsTargetRefNode(const NodePtr &node) {
GE_CHECK_NOTNULL(node);
bool is_ref = false;
(void)AttrUtils::GetBool(node->GetOpDesc(), ATTR_NAME_REFERENCE, is_ref);
if (is_ref && node->GetOutNodes().empty()) {
GELOGD("Node %s is ref node without any output. Consider as target node of graph, skip prune.", node->GetNamePtr());
return true;
}
return false;
}
}
Status PrunePass::Run(ge::ComputeGraphPtr graph) {
if (graph == nullptr) {
REPORT_INNER_ERR_MSG("E19999", "Param graph is nullptr, check invalid");
GELOGE(GE_GRAPH_ISNULL, "[Check][Param] input compute graph is NULL.");
return GE_GRAPH_ISNULL;
}
GELOGD("PrunePass Start, graph is [%s]", graph->GetName().c_str());
std::vector<NodePtr> out_nodes;
std::vector<NodePtr> force_skip_nodes;
std::unordered_set<NodePtr> nodes;
for (NodePtr &node_ptr : graph->GetDirectNode()) {
GE_CHECK_NOTNULL(node_ptr->GetOpDesc());
nodes.insert(node_ptr);
if (node_ptr->GetOpDesc()->GetType() == NETOUTPUT || IsTargetRefNode(node_ptr)) {
out_nodes.push_back(node_ptr);
continue;
}
bool skip_prune{false};
(void)AttrUtils::GetBool(node_ptr->GetOpDesc(), ATTR_NAME_SKIP_PRUNE_OPTIMIZE, skip_prune);
if (skip_prune) {
force_skip_nodes.push_back(node_ptr);
GELOGI("[PrunePass] Node [%s] skip to prune", node_ptr->GetNamePtr());
}
}
if (out_nodes.empty()) {
GELOGW("graph [%s] does not contain NETOUTPUT type node,no return value. Do nothing!", graph->GetName().c_str());
return ge::SUCCESS;
}
out_nodes.insert(out_nodes.cend(), force_skip_nodes.cbegin(), force_skip_nodes.cend());
std::unordered_set<NodePtr> nodes_seen;
for (NodePtr &node_ptr : out_nodes) {
std::deque<NodePtr> queue;
queue.push_back(node_ptr);
nodes_seen.insert(node_ptr);
while (!queue.empty()) {
NodePtr node = queue.front();
GE_CHECK_NOTNULL(node->GetOpDesc());
queue.pop_front();
for (auto &in_node : node->GetInAllNodes()) {
if (nodes_seen.insert(in_node).second) {
queue.push_back(in_node);
}
}
}
}
for (auto &node_ptr : nodes) {
if (nodes_seen.count(node_ptr) != 0) {
continue;
}
if (OpTypeUtils::IsDataNode(node_ptr->GetType())) {
Status status = ge::GraphUtils::AddEdge(node_ptr->GetOutControlAnchor(), out_nodes[0]->GetInControlAnchor());
if (status != ge::SUCCESS) {
REPORT_INNER_ERR_MSG("E19999", "Add control edge between op:%s(%s) and op:%s(%s) failed",
node_ptr->GetName().c_str(), node_ptr->GetType().c_str(),
out_nodes[0]->GetName().c_str(), out_nodes[0]->GetType().c_str());
GELOGE(INTERNAL_ERROR, "[add][ControlEdge] failed between DATA node[%s] and NETOUTPUT node[%s]!",
node_ptr->GetName().c_str(), out_nodes[0]->GetName().c_str());
return INTERNAL_ERROR;
}
GELOGI("[PrunePass] add extra control edge between DATA node[%s] and NETOUTPUT node[%s]!",
node_ptr->GetName().c_str(), out_nodes[0]->GetName().c_str());
continue;
}
(void)NodeUtils::RemoveSubgraphsOnNode(node_ptr);
(void)graph->RemoveNode(node_ptr);
GELOGI("[PrunePass] remove graph node [%s]!", node_ptr->GetOpDesc()->GetName().c_str());
}
return ge::SUCCESS;
}
REG_PASS_OPTION("PrunePass").LEVELS(OoLevel::kO3);
}