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string_utils.h 1.9 kB

5 years ago
5 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. #ifndef COMMON_GRAPH_UTILS_STRING_UTILS_H_
  17. #define COMMON_GRAPH_UTILS_STRING_UTILS_H_
  18. #include <algorithm>
  19. #include <cctype>
  20. #include <functional>
  21. #include <sstream>
  22. #include <string>
  23. #include <vector>
  24. #include "securec.h"
  25. namespace ge {
  26. class StringUtils {
  27. public:
  28. static std::string &Ltrim(std::string &s) {
  29. (void)s.erase(s.begin(), std::find_if(s.begin(), s.end(), [](int c) { return !std::isspace(c); }));
  30. return s;
  31. }
  32. static std::string &Rtrim(std::string &s) {
  33. (void)s.erase(std::find_if(s.rbegin(), s.rend(), [](int c) { return !std::isspace(c); }).base(), s.end());
  34. return s;
  35. }
  36. /// @ingroup domi_common
  37. /// @brief trim space
  38. static std::string &Trim(std::string &s) { return Ltrim(Rtrim(s)); }
  39. // split string
  40. static std::vector<std::string> Split(const std::string &str, char delim) {
  41. std::vector<std::string> elems;
  42. if (str.empty()) {
  43. elems.emplace_back("");
  44. return elems;
  45. }
  46. std::stringstream ss(str);
  47. std::string item;
  48. while (getline(ss, item, delim)) {
  49. elems.push_back(item);
  50. }
  51. auto str_size = str.size();
  52. if (str_size > 0 && str[str_size - 1] == delim) {
  53. elems.emplace_back("");
  54. }
  55. return elems;
  56. }
  57. };
  58. } // namespace ge
  59. #endif // COMMON_GRAPH_UTILS_STRING_UTILS_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