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model_utils_unittest.cc 3.5 kB

4 years ago
4 years ago
4 years ago
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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. #define protected public
  18. #define private public
  19. #include "graph/load/model_manager/model_utils.h"
  20. #include "graph/manager/graph_var_manager.h"
  21. using namespace std;
  22. namespace ge {
  23. class UtestModelUtils : public testing::Test {
  24. protected:
  25. void TearDown() {}
  26. };
  27. // test ModelUtils::GetVarAddr
  28. TEST_F(UtestModelUtils, get_var_addr_hbm) {
  29. uint8_t test = 2;
  30. uint8_t *pf = &test;
  31. RuntimeParam runtime_param;
  32. runtime_param.session_id = 0;
  33. runtime_param.logic_var_base = 0;
  34. runtime_param.var_base = pf;
  35. runtime_param.var_size = 16;
  36. int64_t offset = 8;
  37. EXPECT_EQ(VarManager::Instance(runtime_param.session_id)->Init(0, 0, 0, 0), SUCCESS);
  38. EXPECT_NE(VarManager::Instance(runtime_param.session_id)->var_resource_, nullptr);
  39. VarManager::Instance(runtime_param.session_id)->var_resource_->var_offset_map_[offset] = RT_MEMORY_HBM;
  40. std::shared_ptr<OpDesc> op_desc = std::make_shared<OpDesc>("test", "test");
  41. uint8_t *var_addr = nullptr;
  42. EXPECT_EQ(ModelUtils::GetVarAddr(runtime_param, op_desc, offset, var_addr), SUCCESS);
  43. EXPECT_EQ(runtime_param.var_base + offset - runtime_param.logic_var_base, var_addr);
  44. VarManager::Instance(runtime_param.session_id)->Destory();
  45. }
  46. TEST_F(UtestModelUtils, get_var_addr_rdma_hbm) {
  47. uint8_t test = 2;
  48. uint8_t *pf = &test;
  49. RuntimeParam runtime_param;
  50. runtime_param.session_id = 0;
  51. runtime_param.logic_var_base = 0;
  52. runtime_param.var_base = pf;
  53. int64_t offset = 8;
  54. EXPECT_EQ(VarManager::Instance(runtime_param.session_id)->Init(0, 0, 0, 0), SUCCESS);
  55. EXPECT_NE(VarManager::Instance(runtime_param.session_id)->var_resource_, nullptr);
  56. VarManager::Instance(runtime_param.session_id)->var_resource_->var_offset_map_[offset] = RT_MEMORY_RDMA_HBM;
  57. std::shared_ptr<OpDesc> op_desc = std::make_shared<OpDesc>("test", "test");
  58. uint8_t *var_addr = nullptr;
  59. EXPECT_EQ(ModelUtils::GetVarAddr(runtime_param, op_desc, offset, var_addr), SUCCESS);
  60. EXPECT_EQ(reinterpret_cast<uint8_t *>(offset), var_addr);
  61. VarManager::Instance(runtime_param.session_id)->Destory();
  62. }
  63. TEST_F(UtestModelUtils, get_var_addr_rdma_hbm_negative_offset) {
  64. uint8_t test = 2;
  65. uint8_t *pf = &test;
  66. RuntimeParam runtime_param;
  67. runtime_param.session_id = 0;
  68. runtime_param.logic_var_base = 0;
  69. runtime_param.var_base = pf;
  70. int64_t offset = -1;
  71. EXPECT_EQ(VarManager::Instance(runtime_param.session_id)->Init(0, 0, 0, 0), SUCCESS);
  72. EXPECT_NE(VarManager::Instance(runtime_param.session_id)->var_resource_, nullptr);
  73. VarManager::Instance(runtime_param.session_id)->var_resource_->var_offset_map_[offset] = RT_MEMORY_RDMA_HBM;
  74. std::shared_ptr<OpDesc> op_desc = std::make_shared<OpDesc>("test", "test");
  75. uint8_t *var_addr = nullptr;
  76. EXPECT_NE(ModelUtils::GetVarAddr(runtime_param, op_desc, offset, var_addr), SUCCESS);
  77. VarManager::Instance(runtime_param.session_id)->Destory();
  78. }
  79. } // 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