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ge_executor_unittest.cc 3.4 kB

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  1. /**
  2. * Copyright 2019-2020 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 <memory>
  18. #include "common/ge_inner_error_codes.h"
  19. #include "common/types.h"
  20. #include "common/util.h"
  21. #include "runtime/mem.h"
  22. #include "common/util.h"
  23. #include "omg/omg_inner_types.h"
  24. #define private public
  25. #define protected public
  26. #include "executor/ge_executor.h"
  27. #include "common/auth/file_saver.h"
  28. #include "common/debug/log.h"
  29. #include "common/properties_manager.h"
  30. #include "common/types.h"
  31. #include "graph/load/graph_loader.h"
  32. #include "graph/load/new_model_manager/davinci_model.h"
  33. #include "graph/load/new_model_manager/davinci_model_parser.h"
  34. #include "graph/load/new_model_manager/model_manager.h"
  35. #include "graph/manager/graph_mem_allocator.h"
  36. #include "graph/utils/graph_utils.h"
  37. #include "proto/ge_ir.pb.h"
  38. #undef private
  39. #undef protected
  40. using namespace std;
  41. namespace ge {
  42. class UtestGeExecutor : public testing::Test {
  43. protected:
  44. static void InitModelDefault(ge::Model &model) {
  45. ge::AttrUtils::SetInt(&model, ATTR_MODEL_MEMORY_SIZE, 0);
  46. ge::AttrUtils::SetInt(&model, ATTR_MODEL_WEIGHT_SIZE, 0);
  47. ge::AttrUtils::SetInt(&model, ATTR_MODEL_STREAM_NUM, 0);
  48. ge::AttrUtils::SetInt(&model, ATTR_MODEL_EVENT_NUM, 0);
  49. ge::AttrUtils::SetStr(&model, ATTR_MODEL_TARGET_TYPE, "MINI"); // domi::MINI
  50. auto compute_graph = std::make_shared<ge::ComputeGraph>("graph");
  51. auto graph = ge::GraphUtils::CreateGraphFromComputeGraph(compute_graph);
  52. model.SetGraph(graph);
  53. }
  54. void SetUp() {
  55. unsetenv("FMK_SYSMODE");
  56. unsetenv("FMK_DUMP_PATH");
  57. unsetenv("FMK_USE_FUSION");
  58. unsetenv("DAVINCI_TIMESTAT_ENABLE");
  59. }
  60. };
  61. class DModelListener : public ge::ModelListener {
  62. public:
  63. DModelListener() {
  64. };
  65. Status OnComputeDone(uint32_t model_id, uint32_t data_index, uint32_t resultCode,
  66. std::vector<ge::OutputTensorInfo> &outputs) {
  67. GELOGI("In Call back. OnComputeDone");
  68. return SUCCESS;
  69. }
  70. };
  71. shared_ptr<ge::ModelListener> g_label_call_back(new DModelListener());
  72. /*
  73. TEST_F(UtestGeExecutor, fail_UnloadModel_model_manager_stop_unload_error) {
  74. uint32_t model_id = 1;
  75. ge::GeExecutor ge_executor;
  76. ge_executor.isInit_ = true;
  77. ge::Status ret = ge_executor.UnloadModel(model_id);
  78. EXPECT_EQ(ge::PARAM_INVALID, ret);
  79. ge_executor.isInit_ = false;
  80. ret = ge_executor.UnloadModel(model_id);
  81. EXPECT_EQ(ge::GE_EXEC_NOT_INIT, ret);
  82. }
  83. TEST_F(UtestGeExecutor, fail_CommandHandle_model_manager_HandleCommand_error) {
  84. ge::Command cmd;
  85. ge::GeExecutor ge_executor;
  86. ge::Status ret = ge_executor.CommandHandle(cmd);
  87. EXPECT_EQ(ge::PARAM_INVALID, ret);
  88. }
  89. */
  90. TEST_F(UtestGeExecutor, InitFeatureMapAndP2PMem_failed) {
  91. DavinciModel model(0, g_label_call_back);
  92. model.is_feature_map_mem_has_inited_ = true;
  93. EXPECT_EQ(model.InitFeatureMapAndP2PMem(nullptr, 0), PARAM_INVALID);
  94. }
  95. }

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