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@@ -44,19 +44,46 @@ namespace ge { |
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namespace { |
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const size_t kDataOutputNum = 1; |
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bool NeedHybridModel(GeModelPtr &ge_model) { |
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Status IfInferDepend(GeModelPtr &ge_model, bool &flag) { |
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auto comp_graph = GraphUtils::GetComputeGraph(ge_model->GetGraph()); |
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GE_CHECK_NOTNULL(comp_graph); |
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for (const auto &node : comp_graph->GetAllNodes()) { |
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auto op_desc = node->GetOpDesc(); |
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GE_CHECK_NOTNULL(op_desc); |
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const auto &depends = op_desc->GetOpInferDepends(); |
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if (!depends.empty()) { |
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flag = true; |
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return SUCCESS; |
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} |
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} |
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return SUCCESS; |
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} |
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Status NeedHybridModel(GeModelPtr &ge_model, bool &flag) { |
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bool infer_depend_flag = false; |
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GE_CHK_STATUS_RET(IfInferDepend(ge_model, infer_depend_flag), "[Check][InferDepend] failed."); |
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auto tasks = ge_model->GetModelTaskDefPtr()->task(); |
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int32_t kernel_task_num = 0; |
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for (int i = 0; i < tasks.size(); ++i) { |
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auto task_type = static_cast<rtModelTaskType_t>(tasks[i].type()); |
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if (task_type == RT_MODEL_TASK_KERNEL || task_type == RT_MODEL_TASK_ALL_KERNEL) { |
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kernel_task_num++; |
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if (kernel_task_num > 1) { |
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return true; |
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const auto &context = task_type == RT_MODEL_TASK_KERNEL ? tasks[i].kernel().context() : |
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tasks[i].kernel_with_handle().context(); |
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auto kernel_type = static_cast<ccKernelType>(context.kernel_type()); |
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if (kernel_type == ccKernelType::TE) { |
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if (infer_depend_flag) { |
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flag = true; |
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return SUCCESS; |
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} |
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kernel_task_num++; |
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if (kernel_task_num > 1) { |
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flag = true; |
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return SUCCESS; |
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} |
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} |
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} |
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} |
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return false; |
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return SUCCESS; |
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} |
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} // namespace |
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@@ -503,7 +530,9 @@ Status SingleOpModel::BuildDynamicOp(StreamResource &resource, DynamicSingleOp & |
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auto ge_model = model_helper_.GetGeModel(); |
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GE_CHECK_NOTNULL(ge_model); |
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if (NeedHybridModel(ge_model)) { |
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bool need_hybrid_model = false; |
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GE_CHK_STATUS_RET(NeedHybridModel(ge_model, need_hybrid_model), "[Check][NeedHybridModel] failed."); |
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if (need_hybrid_model) { |
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GELOGD("Build single op HybridModel."); |
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GE_CHK_STATUS_RET_NOLOG(hybrid::NodeExecutorManager::GetInstance().EnsureInitialized()); |
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auto root_model = model_helper_.GetGeRootModel(); |
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