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graph_builder_utils.cc 1.9 kB

modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/stub_engine/CMakeLists.txt new file: tests/st/framework/stub_engine/common/constant/constant.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.h new file: tests/st/framework/stub_engine/proto/task.proto new file: tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: tests/st/framework/stub_op_proto/util/axis_util.h new file: tests/st/framework/stub_op_proto/util/common_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/common_shape_fns.h new file: tests/st/framework/stub_op_proto/util/error_code.h new file: tests/st/framework/stub_op_proto/util/error_util.cc new file: tests/st/framework/stub_op_proto/util/error_util.h new file: tests/st/framework/stub_op_proto/util/op_common_util.h new file: tests/st/framework/stub_op_proto/util/op_log.h new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.cc new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.h new file: tests/st/framework/stub_op_proto/util/util.cc new file: tests/st/framework/stub_op_proto/util/util.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/test.cc new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/stub_engine/CMakeLists.txt new file: 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tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: tests/st/framework/stub_op_proto/util/axis_util.h new file: tests/st/framework/stub_op_proto/util/common_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/common_shape_fns.h new file: tests/st/framework/stub_op_proto/util/error_code.h new file: tests/st/framework/stub_op_proto/util/error_util.cc new file: tests/st/framework/stub_op_proto/util/error_util.h new file: tests/st/framework/stub_op_proto/util/op_common_util.h new file: tests/st/framework/stub_op_proto/util/op_log.h new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.cc new file: tests/st/framework/stub_op_proto/util/transfer_shape_according_to_format.h new file: tests/st/framework/stub_op_proto/util/util.cc new file: tests/st/framework/stub_op_proto/util/util.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/test.cc new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/stub_engine/CMakeLists.txt new file: tests/st/framework/stub_engine/common/constant/constant.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.cc new file: tests/st/framework/stub_engine/ops_kernel_store/host_cpu_ops_kernel_info.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/op_factory.h new file: tests/st/framework/stub_engine/proto/task.proto new file: tests/st/framework/stub_op_proto/array_ops.cc new file: tests/st/framework/stub_op_proto/array_ops.h new file: tests/st/framework/stub_op_proto/control_flow_ops.cc new file: tests/st/framework/stub_op_proto/control_flow_ops.h new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.cc new file: tests/st/framework/stub_op_proto/elewise_calculation_ops.h new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.cc new file: tests/st/framework/stub_op_proto/util/array_ops_shape_fns.h new file: tests/st/framework/stub_op_proto/util/axis_util.cc new file: 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tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/framework/utils/stub_injection/mock_utils.cc new file: tests/st/framework/utils/stub_injection/mock_utils.h new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/inc/st_types.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/framework/utils/stub_injection/mock_utils.cc new file: tests/st/framework/utils/stub_injection/mock_utils.h new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc modified: CMakeLists.txt modified: build.sh modified: ge/ge_runtime/runtime_model.cc modified: ge/ge_runtime/task/aicpu_task.cc modified: ge/ge_runtime/task/hccl_task.cc modified: ge/ge_runtime/task/label_goto_task.cc modified: ge/ge_runtime/task/label_switch_task.cc new file: tests/st/CMakeLists.txt new file: tests/st/cmake/graphengine.cmake new file: tests/st/framework/CMakeLists.txt new file: tests/st/framework/framework.cc new file: tests/st/framework/framework.h new file: tests/st/framework/inc/st_types.h new file: tests/st/framework/stub_engine/engine/stub_engine.cc new file: tests/st/framework/stub_engine/engine/stub_engine.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/host_op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/op.h new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.cc new file: tests/st/framework/stub_engine/ops_kernel_store/op/stub_op_factory.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_builder.h new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.cc new file: tests/st/framework/stub_engine/ops_kernel_store/stub_ops_kernel_store.h new file: tests/st/framework/utils/assertion/graph_assertion.cc new file: tests/st/framework/utils/assertion/graph_assertion.h new file: tests/st/framework/utils/builder/graph_builder_utils.cc new file: tests/st/framework/utils/builder/graph_builder_utils.h new file: tests/st/framework/utils/builder/tensor_builder_utils.cc new file: tests/st/framework/utils/builder/tensor_builder_utils.h new file: tests/st/testcase/CMakeLists.txt new file: tests/st/testcase/test_framework_dummy.cc
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  1. /**
  2. * Copyright 2021 Huawei Technologies Co., Ltd
  3. *
  4. * Licensed under the Apache License, Version 2.0 (the "License");
  5. * you may not use this file except in compliance with the License.
  6. * You may obtain a copy of the License at
  7. *
  8. * http://www.apache.org/licenses/LICENSE-2.0
  9. *
  10. * Unless required by applicable law or agreed to in writing, software
  11. * distributed under the License is distributed on an "AS IS" BASIS,
  12. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. * See the License for the specific language governing permissions and
  14. * limitations under the License.
  15. */
  16. #include "graph_builder_utils.h"
  17. #include "inc/external/graph/operator.h"
  18. #include "inc/external/graph/operator_factory.h"
  19. #include "graph/utils/graph_utils.h"
  20. namespace ge {
  21. namespace st {
  22. NodePtr ComputeGraphBuilder::AddNode(const std::string &name, const std::string &type, int in_cnt, int out_cnt,
  23. Format format, DataType data_type, std::vector<int64_t> shape) {
  24. auto tensor_desc = std::make_shared<GeTensorDesc>();
  25. tensor_desc->SetShape(GeShape(std::move(shape)));
  26. tensor_desc->SetFormat(format);
  27. tensor_desc->SetDataType(data_type);
  28. auto op_desc = std::make_shared<OpDesc>(name, type);
  29. for (int i = 0; i < in_cnt; ++i) {
  30. op_desc->AddInputDesc(tensor_desc->Clone());
  31. }
  32. for (int i = 0; i < out_cnt; ++i) {
  33. op_desc->AddOutputDesc(tensor_desc->Clone());
  34. }
  35. return graph_->AddNode(op_desc);
  36. }
  37. void ComputeGraphBuilder::AddDataEdge(NodePtr &src_node, int src_idx, NodePtr &dst_node, int dst_idx) {
  38. GraphUtils::AddEdge(src_node->GetOutDataAnchor(src_idx), dst_node->GetInDataAnchor(dst_idx));
  39. }
  40. void ComputeGraphBuilder::AddControlEdge(NodePtr &src_node, NodePtr &dst_node) {
  41. GraphUtils::AddEdge(src_node->GetOutControlAnchor(), dst_node->GetInControlAnchor());
  42. }
  43. } // namespace st
  44. } // namespace ge

图引擎模块(GE)是MindSpore的一个子模块,其代码由C++实现,位于前端模块ME和底层硬件之间,起到承接作用。图引擎模块以ME下发的图作为输入,然后进行一系列的深度图优化操作,最后输出一张可以在底层硬件上高效运行的图。GE针对昇腾AI处理器的硬件结构特点,做了特定的优化工作,以此来充分发挥出昇腾AI处理器的强大算力。在进行模型训练/推理时,GE会被自动调用而用户并不感知。GE主要由GE API和GE Core两部分组成,详细的架构图如下所示