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graph_builder_utils.h 1.7 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: 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: 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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. #ifndef GRAPHENGINE_LLT_ST_GRAPH_BUILDER_H
  17. #define GRAPHENGINE_LLT_ST_GRAPH_BUILDER_H
  18. #include <string>
  19. #include <vector>
  20. #include "graph/compute_graph.h"
  21. #include "graph/utils/graph_utils.h"
  22. #include "graph/graph.h"
  23. #include "graph/node.h"
  24. namespace ge {
  25. namespace st {
  26. class ComputeGraphBuilder {
  27. public:
  28. explicit ComputeGraphBuilder(const std::string &name) { graph_ = std::make_shared<ComputeGraph>(name); }
  29. NodePtr AddNode(const std::string &name, const std::string &type, int in_cnt, int out_cnt,
  30. Format format = FORMAT_NCHW, DataType data_type = DT_FLOAT,
  31. std::vector<int64_t> shape = {1, 1, 224, 224});
  32. void AddDataEdge(NodePtr &src_node, int src_idx, NodePtr &dst_node, int dst_idx);
  33. void AddControlEdge(NodePtr &src_node, NodePtr &dst_node);
  34. ComputeGraphPtr GetComputeGraph() {
  35. graph_->TopologicalSorting();
  36. return graph_;
  37. }
  38. Graph GetGraph() {
  39. graph_->TopologicalSorting();
  40. return GraphUtils::CreateGraphFromComputeGraph(graph_);
  41. }
  42. private:
  43. ComputeGraphPtr graph_;
  44. };
  45. } // namespace st
  46. } // namespace ge
  47. #endif // GRAPHENGINE_LLT_ST_GRAPH_BUILDER_H

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