/** * 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/passes/inplace_support_check_pass.h" #include "framework/common/debug/log.h" #include "graph/utils/graph_utils.h" #include "graph/debug/ge_attr_define.h" namespace ge { namespace { constexpr uint32_t kInplaceSupportOutputIndex = 0; constexpr uint32_t kInplaceSupportOutputNum = 1; const std::set kSrcNodeTypes = { ge::DATA, ge::ANN_DATA, ge::AIPPDATA, ge::CONSTANT, ge::CONSTANTOP, ge::VARIABLE, ge::VARIABLEV2 }; } Status InplaceSupportCheckPass::Run(NodePtr &node) { GELOGD("InplaceSupportCheckPass running"); if (node->GetAllOutDataAnchorsSize() != kInplaceSupportOutputNum) { GELOGD("output num of node %s is not %u, skip InplaceSupportCheckPass", node->GetName().c_str(), kInplaceSupportOutputNum); return SUCCESS; } GE_CHECK_NOTNULL(node->GetOpDesc()); const DataType &output_type = node->GetOpDesc()->GetOutputDesc(kInplaceSupportOutputIndex).GetDataType(); const GeShape &output_shape = node->GetOpDesc()->GetOutputDesc(kInplaceSupportOutputIndex).GetShape(); GELOGD("process InplaceSupportCheckPass on node %s", node->GetName().c_str()); for (const auto &in_data_anchor : node->GetAllInDataAnchors()) { const auto &peer_data_anchor = in_data_anchor->GetPeerOutAnchor(); if (peer_data_anchor == nullptr) { continue; } auto in_node = peer_data_anchor->GetOwnerNode(); if (kSrcNodeTypes.count(in_node->GetType()) > 0) { GELOGD("meet src_node %s", in_node->GetName().c_str()); continue; } if (peer_data_anchor->GetPeerInDataNodesSize() != kInplaceSupportOutputNum) { GELOGD("peer_data_anchor links with multi in_data_anchors"); continue; } int32_t inplace_input_idx = in_data_anchor->GetIdx(); const DataType &input_type = node->GetOpDesc()->GetInputDesc(inplace_input_idx).GetDataType(); const GeShape &input_shape = node->GetOpDesc()->GetInputDesc(inplace_input_idx).GetShape(); if (input_type != output_type) { GELOGW("DataType mismatch, in_idx=%d, input_type=%u, output_type=%u", inplace_input_idx, input_type, output_type); continue; } if (input_shape.GetDims() != output_shape.GetDims()) { GELOGW("Shape mismatch, in_idx=%d, input_shape=[%s], output_shape=[%s]", inplace_input_idx, input_shape.ToString().c_str(), output_shape.ToString().c_str()); continue; } GELOGD("add attr INPLACE_SUPPORT_INPUT_INDEX on node %s, input_idx=%d", node->GetName().c_str(), inplace_input_idx); if (!AttrUtils::SetInt(node->GetOpDesc()->MutableOutputDesc(kInplaceSupportOutputIndex), INPLACE_SUPPORT_INPUT_INDEX, inplace_input_idx)) { GELOGE(FAILED, "Set attr INPLACE_SUPPORT_INPUT_INDEX on node %s failed.", node->GetName().c_str()); return FAILED; } AddRePassNode(node); break; } GELOGD("InplaceSupportCheckPass success"); return SUCCESS; } } // namespace ge