/** * Copyright 2019-2020 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/common/omg_util.h" #include "graph/debug/ge_attr_define.h" #include "graph/utils/graph_utils.h" #include "graph/utils/tensor_utils.h" #include "common/math/math_util.h" namespace ge { /// /// @brief get the Original Type of FrameworkOp /// @param [in] node /// @param [out] type /// @return Status /// Status GetOriginalType(const ge::NodePtr &node, string &type) { GE_CHECK_NOTNULL(node); type = node->GetType(); GE_IF_BOOL_EXEC(type != FRAMEWORKOP, return SUCCESS); GE_CHECK_NOTNULL(node->GetOpDesc()); bool ret = ge::AttrUtils::GetStr(node->GetOpDesc(), ATTR_NAME_FRAMEWORK_ORIGINAL_TYPE, type); if (!ret) { REPORT_INNER_ERROR("E19999", "Get Attr:%s fail from op:%s(%s)", ATTR_NAME_FRAMEWORK_ORIGINAL_TYPE.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(INTERNAL_ERROR, "[Get][Attr] %s fail from op:%s(%s)", ATTR_NAME_FRAMEWORK_ORIGINAL_TYPE.c_str(), node->GetName().c_str(), node->GetType().c_str()); return INTERNAL_ERROR; } GELOGD("Get FrameWorkOp original type [%s]", type.c_str()); return SUCCESS; } /// /// @brief set op stream_label /// @param [in] node /// @param [in] label /// @return Status /// Status SetStreamLabel(const ge::NodePtr &node, const std::string &label) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetStr(tmp_desc, ge::ATTR_NAME_STREAM_LABEL, label)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_STREAM_LABEL.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_STREAM_LABEL.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op cycle_event flag /// @param [in] node /// @return Status /// Status SetCycleEvent(const ge::NodePtr &node) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetBool(tmp_desc, ge::ATTR_NAME_STREAM_CYCLE_EVENT_FLAG, true)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_STREAM_CYCLE_EVENT_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_STREAM_CYCLE_EVENT_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op active_label_list /// @param [in] node /// @param [in] active_label_list /// @return Status /// Status SetActiveLabelList(const ge::NodePtr &node, const std::vector &active_label_list) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetListStr(tmp_desc, ge::ATTR_NAME_ACTIVE_LABEL_LIST, active_label_list)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_ACTIVE_LABEL_LIST.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_ACTIVE_LABEL_LIST.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op branch_label /// @param [in] node /// @param [in] branch_label /// @return Status /// Status SetSwitchBranchNodeLabel(const ge::NodePtr &node, const std::string &branch_label) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetStr(tmp_desc, ge::ATTR_NAME_SWITCH_BRANCH_NODE_LABEL, branch_label)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_SWITCH_BRANCH_NODE_LABEL.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_SWITCH_BRANCH_NODE_LABEL.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op true_branch flag /// @param [in] node /// @param [in] value /// @return Status /// Status SetSwitchTrueBranchFlag(const ge::NodePtr &node, bool value) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetBool(tmp_desc, ge::ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG, value)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_SWITCH_TRUE_BRANCH_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op original name /// @param [in] node /// @param [in] orig_name /// @return Status /// Status SetOriginalNodeName(const ge::NodePtr &node, const std::string &orig_name) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetStr(tmp_desc, ge::ATTR_NAME_ORIG_NODE_NAME, orig_name)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_ORIG_NODE_NAME.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_ORIG_NODE_NAME.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op cyclic_dependence flag /// @param [in] node /// @return Status /// Status SetCyclicDependenceFlag(const ge::NodePtr &node) { GE_CHECK_NOTNULL(node); OpDescPtr tmp_desc = node->GetOpDesc(); GE_CHECK_NOTNULL(tmp_desc); if (!AttrUtils::SetBool(tmp_desc, ge::ATTR_NAME_CYCLIC_DEPENDENCE_FLAG, true)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_CYCLIC_DEPENDENCE_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_CYCLIC_DEPENDENCE_FLAG.c_str(), node->GetName().c_str(), node->GetType().c_str()); return FAILED; } return SUCCESS; } /// /// @brief set op next_iteration name /// @param [in] Merge Node /// @param [in] NextIteration Node /// @return Status /// Status SetNextIteration(const NodePtr &node, const NodePtr &next) { GE_CHECK_NOTNULL(node); GE_CHECK_NOTNULL(next); GE_CHECK_NOTNULL(node->GetOpDesc()); GE_CHECK_NOTNULL(next->GetOpDesc()); const auto SetIterationName = [](const OpDescPtr &op_desc, const std::string &name) { if (!AttrUtils::SetStr(op_desc, ATTR_NAME_NEXT_ITERATION, name)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_NEXT_ITERATION.c_str(), op_desc->GetName().c_str(), op_desc->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_NEXT_ITERATION.c_str(), op_desc->GetName().c_str(), op_desc->GetType().c_str()); return FAILED; } return SUCCESS; }; GE_CHK_STATUS_RET_NOLOG(SetIterationName(node->GetOpDesc(), next->GetName())); GE_CHK_STATUS_RET_NOLOG(SetIterationName(next->GetOpDesc(), node->GetName())); return SUCCESS; } /// /// @brief Align the memory /// @param [in/out] memory size /// @param [in] alinment /// @return void /// void AlignMemSize(int64_t &mem_size, int64_t align_size) { if (mem_size <= 0) { return; } mem_size = (mem_size + align_size - 1) / align_size * align_size; } /// /// @brief Get memory size from tensor desc /// @param [in] node /// @param [out] memory size /// @return Status /// Status GetMemorySize(const NodePtr &node, int64_t &output_size) { GE_CHECK_NOTNULL(node->GetOpDesc()); auto output_op_desc = node->GetOpDesc()->GetOutputDescPtr(kBufferPoolNodeOutIndex); GE_CHECK_NOTNULL(output_op_desc); int64_t size = 0; auto ret = ge::TensorUtils::GetSize(*output_op_desc, size); if (ret != ge::GRAPH_SUCCESS) { GELOGE(INTERNAL_ERROR, "[Get][Size]Node:%s.", node->GetName().c_str()); REPORT_INNER_ERROR("E19999", "Failed to get output size, node:%s.", node->GetName().c_str()); return INTERNAL_ERROR; } FMK_INT64_ADDCHECK(size, kBufferPoolMemAlignSize); AlignMemSize(size, kBufferPoolMemAlignSize); // The HCOM operator requires an additional 512 bytes before and after FMK_INT64_ADDCHECK(size, (kBufferPoolMemAlignSize + kBufferPoolMemAlignSize)); output_size = kBufferPoolMemAlignSize + size + kBufferPoolMemAlignSize; return SUCCESS; } /// /// @brief Check Is Unknown shape Tensor /// @param [in] tensor_desc /// @return true: Unknown / false: Known /// bool IsUnknownShapeTensor(const GeTensorDesc &tensor_desc) { const static int kUnknowShape = -1; const static int kUnknowRank = -2; for (auto dim_size : tensor_desc.GetShape().GetDims()) { if (dim_size == kUnknowShape || dim_size == kUnknowRank) { return true; } } return false; } /// /// @brief Set Op _control_flow_group flag /// @param [in] node /// @param [in] group, condition group index of node. /// @return /// void SetControlFlowGroup(const NodePtr &node, int64_t group) { GE_RT_VOID_CHECK_NOTNULL(node); const auto &op_desc = node->GetOpDesc(); GE_RT_VOID_CHECK_NOTNULL(op_desc); // op_desc as AttrHolderAdapter valid, Set attribute always success, just log for check. GELOGD("[%s] Set control flow group index: %ld", node->GetName().c_str(), group); if (!AttrUtils::SetInt(op_desc, ATTR_NAME_CONTROL_FLOW_GROUP, group)) { REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for op:%s(%s)", ATTR_NAME_CONTROL_FLOW_GROUP.c_str(), node->GetName().c_str(), node->GetType().c_str()); GELOGE(FAILED, "[Set][Attr] %s fail for op:%s(%s)", ATTR_NAME_CONTROL_FLOW_GROUP.c_str(), node->GetName().c_str(), node->GetType().c_str()); } } } // namespace ge