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ge_opt_info_unittest.cc 2.9 kB

4 years ago
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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 <gtest/gtest.h>
  17. #include <gmock/gmock.h>
  18. #define protected public
  19. #define private public
  20. #include "common/ge_opt_info.h"
  21. #include "graph/ge_local_context.h"
  22. #include "external/ge/ge_api_types.h"
  23. #undef private
  24. #undef protected
  25. namespace ge {
  26. class UTEST_opt_info : public testing::Test {
  27. protected:
  28. void SetUp() {}
  29. void TearDown() {}
  30. };
  31. TEST_F(UTEST_opt_info, get_opt_info_success) {
  32. std::map<std::string, std::string> options = {{ge::SOC_VERSION, "Ascend910"}};
  33. GetThreadLocalContext().SetGlobalOption(options);
  34. auto ret = GeOptInfo::SetOptInfo();
  35. EXPECT_EQ(ret, ge::SUCCESS);
  36. std::map<std::string, std::string> graph_options = GetThreadLocalContext().GetAllGraphOptions();
  37. auto itr = graph_options.find("opt_module.fe");
  38. EXPECT_NE(itr, graph_options.end());
  39. EXPECT_EQ(itr->second, "all");
  40. itr = graph_options.find("opt_module.pass");
  41. EXPECT_NE(itr, graph_options.end());
  42. EXPECT_EQ(itr->second, "all");
  43. itr = graph_options.find("opt_module.op_tune");
  44. EXPECT_NE(itr, graph_options.end());
  45. EXPECT_EQ(itr->second, "all");
  46. }
  47. TEST_F(UTEST_opt_info, get_opt_info_all) {
  48. std::map<std::string, std::string> global_options = {{ge::SOC_VERSION, "Ascend310"}};
  49. GetThreadLocalContext().SetGlobalOption(global_options);
  50. auto ret = GeOptInfo::SetOptInfo();
  51. EXPECT_EQ(ret, ge::SUCCESS);
  52. std::map<std::string, std::string> graph_options = GetThreadLocalContext().GetAllGraphOptions();
  53. auto itr = graph_options.find("opt_module.fe");
  54. EXPECT_NE(itr, graph_options.end());
  55. EXPECT_EQ(itr->second, "all");
  56. itr = graph_options.find("opt_module.pass");
  57. EXPECT_NE(itr, graph_options.end());
  58. EXPECT_EQ(itr->second, "all");
  59. itr = graph_options.find("opt_module.op_tune");
  60. EXPECT_NE(itr, graph_options.end());
  61. EXPECT_EQ(itr->second, "all");
  62. itr = graph_options.find("opt_module.rl_tune");
  63. EXPECT_NE(itr, graph_options.end());
  64. EXPECT_EQ(itr->second, "all");
  65. itr = graph_options.find("opt_module.aoe");
  66. EXPECT_NE(itr, graph_options.end());
  67. EXPECT_EQ(itr->second, "all");
  68. }
  69. TEST_F(UTEST_opt_info, get_opt_info_failed) {
  70. std::map<std::string, std::string> options;
  71. GetThreadLocalContext().SetGlobalOption(options);
  72. auto ret = GeOptInfo::SetOptInfo();
  73. EXPECT_EQ(ret, ge::FAILED);
  74. }
  75. } // 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