graphengine/ge/graph/label/label_maker.cc

/**
 * 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.
 */

#include "graph/label/label_maker.h"

#include "common/util.h"
#include "common/ge_inner_error_codes.h"
#include "framework/common/types.h"
#include "framework/common/op/ge_op_utils.h"
#include "graph/debug/ge_attr_define.h"
#include "graph/utils/graph_utils.h"

namespace ge {
/**
 * @ingroup ge
 * @brief Link node to graph head.
 * @param [in] graph: graph for add node.
 * @param [in] node: Node add to graph head.
 * @return: void
 */
void LabelMaker::LinkToGraphHead(const ComputeGraphPtr &graph, const NodePtr &node) {
  static const std::set<std::string> non_calc_types = { DATA, CONSTANT, CONSTANTOP, VARIABLE };
  for (auto &n : graph->GetDirectNode()) {
    if (non_calc_types.count(n->GetType()) > 0) {
      continue;
    }

    const auto nodes = n->GetInDataNodes();
    if (nodes.empty()) {
      continue;
    }

    bool is_head_node = true;
    for (auto &in_node : nodes) {
      if (non_calc_types.count(in_node->GetType()) == 0) {
        is_head_node = false;
        break;
      }
    }

    if (!is_head_node) {
      continue;
    }

    if (GraphUtils::AddEdge(node->GetOutControlAnchor(), n->GetInControlAnchor()) != SUCCESS) {
      GELOGE(INTERNAL_ERROR, "Add ctrl edge from %s to %s failed.", node->GetName().c_str(), n->GetName().c_str());
    }
  }
}

/**
 * @ingroup ge
 * @brief Link node to graph tail.
 * @param [in] graph: graph for add node.
 * @param [in] node: Node add to graph tail.
 * @return: void
 */
void LabelMaker::LinkToGraphTail(const ComputeGraphPtr &graph, const NodePtr &node) {
  auto tail = graph->FindFirstNodeMatchType(NETOUTPUT);
  while (tail != nullptr) {
    auto nodes = tail->GetOutControlNodes();
    if (!nodes.empty()) {
      tail = nodes.at(0);
      continue;
    }

    if (GraphUtils::AddEdge(tail->GetOutControlAnchor(), node->GetInControlAnchor()) != SUCCESS) {
      GELOGE(INTERNAL_ERROR, "Add ctrl edge from %s to %s failed.", tail->GetName().c_str(), node->GetName().c_str());
    }
    return;
  }
}

/**
 * @ingroup ge
 * @brief Add StreamActive node at graph front.
 * @param [in] graph: graph for add node.
 * @param [in] name: stream active node name.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddStreamActive(const ComputeGraphPtr &graph, const std::string &name) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  const auto &node_list = graph->GetDirectNode();
  if (node_list.empty()) {
    GELOGE(INTERNAL_ERROR, "LabelSet: Graph %s node is empty.", graph->GetName().c_str());
    return nullptr;
  }

  OpDescPtr op_desc = MakeShared<OpDesc>(name, STREAMACTIVE);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("StreamActive: Create node %s.", op_desc->GetName().c_str());
  vector<uint32_t> active_streams;
  (void)AttrUtils::SetStr(op_desc, ATTR_NAME_SWITCH_BRANCH_NODE_LABEL, op_desc->GetName());
  (void)AttrUtils::SetListInt(op_desc, ATTR_NAME_ACTIVE_STREAM_LIST, active_streams);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_SUBGRAPH_FIRST_ACTIVE, true);
  NodePtr stream_active = graph->AddNodeFront(op_desc);
  GE_CHECK_NOTNULL_EXEC(stream_active, return nullptr);

  LinkToGraphHead(graph, stream_active);
  return stream_active;
}

/**
 * @ingroup ge
 * @brief Add LabelSet node at graph front.
 * @param [in] graph: graph for add node.
 * @param [in] name: label set node name.
 * @param [in] index: label id for set.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelSetEnter(const ComputeGraphPtr &graph, const std::string &name, uint32_t index,
                                     NodePtr &stream_active) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);
  GE_CHECK_NOTNULL_EXEC(stream_active, return nullptr);

  const auto &node_list = graph->GetDirectNode();
  if (node_list.empty()) {
    GELOGE(INTERNAL_ERROR, "LabelSet: Graph %s node is empty.", graph->GetName().c_str());
    return nullptr;
  }

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELSET);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelSet: Create node %s.", op_desc->GetName().c_str());
  (void)AttrUtils::SetInt(op_desc, ATTR_NAME_LABEL_SWITCH_INDEX, index);
  NodePtr label_set = graph->AddNodeFront(op_desc);
  GE_CHECK_NOTNULL_EXEC(label_set, return nullptr);

  if (GraphUtils::AddEdge(label_set->GetOutControlAnchor(), stream_active->GetInControlAnchor()) != SUCCESS) {
    GELOGE(INTERNAL_ERROR, "Add ctrl edge from %s to %s failed.", label_set->GetName().c_str(),
           stream_active->GetName().c_str());
    return nullptr;
  }

  return label_set;
}

/**
 * @ingroup ge
 * @brief Add LabelSet node at graph back.
 * @param [in] graph: graph for add node.
 * @param [in] name: label set node name.
 * @param [in] index: label id for set.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelSetLeave(const ComputeGraphPtr &graph, const std::string &name, uint32_t index) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELSET);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelSet: Create node %s.", op_desc->GetName().c_str());
  (void)AttrUtils::SetInt(op_desc, ATTR_NAME_LABEL_SWITCH_INDEX, index);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_SUBGRAPH_END_NODE, true);
  NodePtr label_set = graph->AddNode(op_desc);
  GE_CHECK_NOTNULL_EXEC(label_set, return nullptr);

  // Link control edge to graph tail.
  LinkToGraphTail(graph, label_set);
  return label_set;
}

/**
 * @ingroup ge
 * @brief Add LabelGoto node at graph front.
 * @param [in] graph: graph for add node.
 * @param [in] name: label goto node name.
 * @param [in] index: label id for goto.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelGotoEnter(const ComputeGraphPtr &graph, const std::string &name, uint32_t index) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  const auto &node_list = graph->GetDirectNode();
  auto it = node_list.begin();
  if (it == node_list.end()) {
    GELOGE(INTERNAL_ERROR, "LabelGoto: Graph %s node is empty.", graph->GetName().c_str());
    return nullptr;
  }

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELGOTOEX);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelGoto: Create node %s.", op_desc->GetName().c_str());
  (void)AttrUtils::SetInt(op_desc, ATTR_NAME_LABEL_SWITCH_INDEX, index);
  NodePtr label_goto = graph->AddNodeFront(op_desc);
  if (label_goto == nullptr) {
    GELOGE(INTERNAL_ERROR, "LabelGoto: Add to graph %s failed.", graph->GetName().c_str());
    return nullptr;
  }

  return label_goto;
}

/**
 * @ingroup ge
 * @brief Add LabelGoto node at graph back.
 * @param [in] graph: graph for add node.
 * @param [in] name: label goto node name.
 * @param [in] index: label id for goto.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelGotoLeave(const ComputeGraphPtr &graph, const std::string &name, uint32_t index) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELGOTOEX);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelGoto: Create node %s.", op_desc->GetName().c_str());
  (void)AttrUtils::SetInt(op_desc, ATTR_NAME_LABEL_SWITCH_INDEX, index);
  NodePtr label_goto = graph->AddNode(op_desc);
  GE_CHECK_NOTNULL_EXEC(label_goto, return nullptr);

  // Link control edge to graph tail.
  LinkToGraphTail(graph, label_goto);
  return label_goto;
}

/**
 * @ingroup ge
 * @brief Add LabelSwitch node at graph front.
 * @param [in] graph: graph for add node.
 * @param [in] name: label switch node name.
 * @param [in] desc: label index data desc.
 * @param [in] labels: label id for switch.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelSwitchEnter(const ComputeGraphPtr &graph, const std::string &name, const GeTensorDesc &desc,
                                        const std::vector<uint32_t> &labels) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  const auto &node_list = graph->GetDirectNode();
  auto it = node_list.begin();
  if (it == node_list.end()) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Graph %s node is empty.", graph->GetName().c_str());
    return nullptr;
  }

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELSWITCHBYINDEX);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelSwitchByIndex: Create node %s.", op_desc->GetName().c_str());
  if (op_desc->AddInputDesc(desc) != GRAPH_SUCCESS) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add input desc failed.");
    return nullptr;
  }

  if (!AttrUtils::SetListInt(op_desc, ATTR_NAME_LABEL_SWITCH_LIST, labels)) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add %s failed.", ATTR_NAME_LABEL_SWITCH_INDEX.c_str());
    return nullptr;
  }

  NodePtr label_switch = graph->AddNodeFront(op_desc);
  if (label_switch == nullptr) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add to graph %s failed.", graph->GetName().c_str());
    return nullptr;
  }

  return label_switch;
}

/**
 * @ingroup ge
 * @brief Add LabelSwitch node at graph back.
 * @param [in] graph: graph for add node.
 * @param [in] name: label switch node name.
 * @param [in] desc: label index data desc.
 * @param [in] labels: label id for switch.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelSwitchLeave(const ComputeGraphPtr &graph, const std::string &name, const GeTensorDesc &desc,
                                        const std::vector<uint32_t> &labels) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  OpDescPtr op_desc = MakeShared<OpDesc>(name, LABELSWITCHBYINDEX);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);
  (void)AttrUtils::SetBool(op_desc, ATTR_NAME_RTS_LABEL_NODE, true);

  GELOGI("LabelSwitchByIndex: Create node %s.", op_desc->GetName().c_str());
  if (op_desc->AddInputDesc(desc) != GRAPH_SUCCESS) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add input desc failed.");
    return nullptr;
  }

  if (!AttrUtils::SetListInt(op_desc, ATTR_NAME_LABEL_SWITCH_LIST, labels)) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add %s failed.", ATTR_NAME_LABEL_SWITCH_INDEX.c_str());
    return nullptr;
  }

  NodePtr label_switch = graph->AddNode(op_desc);
  GE_CHECK_NOTNULL_EXEC(label_switch, return nullptr);

  // Link control edge to graph tail.
  LinkToGraphTail(graph, label_switch);
  return label_switch;
}

/**
 * @ingroup ge
 * @brief Add Data node at graph front for switch input.
 * @param [in] graph: graph for add node.
 * @param [in] name: label switch node name.
 * @param [in] desc: label index data desc.
 * @param [in] sw_node: switch node for add input.
 * @param [in] parent_index: index for parent node.
 * @return: NodePtr for success / nullptr for fail
 */
NodePtr LabelMaker::AddLabelSwitchIndex(const ComputeGraphPtr &graph, const std::string &name, const GeTensorDesc &desc,
                                        const NodePtr &sw_node, uint32_t parent_index) {
  GE_CHECK_NOTNULL_EXEC(graph, return nullptr);

  OpDescPtr op_desc = MakeShared<OpDesc>(name, DATA);
  GE_CHECK_NOTNULL_EXEC(op_desc, return nullptr);

  GELOGI("Data: Create node %s.", op_desc->GetName().c_str());
  if (op_desc->AddInputDesc(desc) != GRAPH_SUCCESS) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add data input desc failed.");
    return nullptr;
  }
  if (op_desc->AddOutputDesc(desc) != GRAPH_SUCCESS) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add data output desc failed.");
    return nullptr;
  }

  if (!AttrUtils::SetInt(op_desc, ATTR_NAME_PARENT_NODE_INDEX, parent_index)) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add %s failed.", ATTR_NAME_PARENT_NODE_INDEX.c_str());
    return nullptr;
  }
  NodePtr op_data = graph->AddNodeFront(op_desc);
  GE_CHECK_NOTNULL_EXEC(op_data, return nullptr);
  GE_CHECK_NOTNULL_EXEC(graph->AddInputNode(op_data), return nullptr);  // take as input node for memory assign.

  // Link control edge to graph head.
  if (GraphUtils::AddEdge(op_data->GetOutDataAnchor(0), sw_node->GetInDataAnchor(0)) != SUCCESS) {
    GELOGE(INTERNAL_ERROR, "LabelSwitchByIndex: Add input edge to %s failed.", op_data->GetName().c_str());
    return nullptr;
  }

  return op_data;
}
}  // namespace ge