add_vectors.cpp 4.7 KB

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  1. /* StarPU --- Runtime system for heterogeneous multicore architectures.
  2. *
  3. * Copyright (C) 2009-2021 Université de Bordeaux, CNRS (LaBRI UMR 5800), Inria
  4. *
  5. * StarPU is free software; you can redistribute it and/or modify
  6. * it under the terms of the GNU Lesser General Public License as published by
  7. * the Free Software Foundation; either version 2.1 of the License, or (at
  8. * your option) any later version.
  9. *
  10. * StarPU is distributed in the hope that it will be useful, but
  11. * WITHOUT ANY WARRANTY; without even the implied warranty of
  12. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
  13. *
  14. * See the GNU Lesser General Public License in COPYING.LGPL for more details.
  15. */
  16. /*
  17. * This is a small example of a C++ program using starpu. We here just
  18. * add two std::vector without copying them (0 copy).
  19. */
  20. #include <cassert>
  21. #include <vector>
  22. #ifdef PRINT_OUTPUT
  23. #include <iostream>
  24. #endif
  25. #include <starpu.h>
  26. void cpu_kernel_add_vectors(void *buffers[], void *cl_arg)
  27. {
  28. // get the current task
  29. starpu_task* task = starpu_task_get_current();
  30. // get the user data (pointers to the vec_A, vec_B, vec_C std::vector)
  31. void* u_data0 = starpu_data_get_user_data(task->handles[0]); assert(u_data0);
  32. void* u_data1 = starpu_data_get_user_data(task->handles[1]); assert(u_data1);
  33. void* u_data2 = starpu_data_get_user_data(task->handles[2]); assert(u_data2);
  34. // cast void* in std::vector<char>*
  35. std::vector<char>* vec_A = static_cast<std::vector<char>*>(u_data0);
  36. std::vector<char>* vec_B = static_cast<std::vector<char>*>(u_data1);
  37. std::vector<char>* vec_C = static_cast<std::vector<char>*>(u_data2);
  38. // all the std::vector have to have the same size
  39. assert(vec_A->size() == vec_B->size() && vec_B->size() == vec_C->size());
  40. // performs the vector addition (vec_C[] = vec_A[] + vec_B[])
  41. for (size_t i = 0; i < vec_C->size(); i++)
  42. (*vec_C)[i] = (*vec_A)[i] + (*vec_B)[i];
  43. }
  44. #define VEC_SIZE 1024
  45. int main(int argc, char **argv)
  46. {
  47. std::vector<char> vec_A(VEC_SIZE, 2); // all the vector is initialized to 2
  48. std::vector<char> vec_B(VEC_SIZE, 3); // all the vector is initialized to 3
  49. std::vector<char> vec_C(VEC_SIZE, 0); // all the vector is initialized to 0
  50. struct starpu_conf conf;
  51. starpu_conf_init(&conf);
  52. conf.nmpi_ms = 0;
  53. // initialize StarPU with default configuration
  54. int ret = starpu_init(&conf);
  55. if (ret == -ENODEV)
  56. return 77;
  57. STARPU_CHECK_RETURN_VALUE(ret, "starpu_init");
  58. /* StarPU can overwrite object if NUMA transfers are made */
  59. if (starpu_memory_nodes_get_numa_count() > 1)
  60. {
  61. starpu_shutdown();
  62. return 77;
  63. }
  64. // StarPU data registering
  65. starpu_data_handle_t spu_vec_A;
  66. starpu_data_handle_t spu_vec_B;
  67. starpu_data_handle_t spu_vec_C;
  68. // give the data of the vector to StarPU (C array)
  69. starpu_vector_data_register(&spu_vec_A, STARPU_MAIN_RAM, (uintptr_t)&vec_A[0], vec_A.size(), sizeof(char));
  70. starpu_vector_data_register(&spu_vec_B, STARPU_MAIN_RAM, (uintptr_t)&vec_B[0], vec_B.size(), sizeof(char));
  71. starpu_vector_data_register(&spu_vec_C, STARPU_MAIN_RAM, (uintptr_t)&vec_C[0], vec_C.size(), sizeof(char));
  72. // pass the pointer to the C++ vector object to StarPU
  73. starpu_data_set_user_data(spu_vec_A, (void*)&vec_A);
  74. starpu_data_set_user_data(spu_vec_B, (void*)&vec_B);
  75. starpu_data_set_user_data(spu_vec_C, (void*)&vec_C);
  76. // create the StarPU codelet
  77. starpu_codelet cl;
  78. starpu_codelet_init(&cl);
  79. cl.cpu_funcs [0] = cpu_kernel_add_vectors;
  80. cl.cpu_funcs_name[0] = "cpu_kernel_add_vectors";
  81. cl.nbuffers = 3;
  82. cl.modes [0] = STARPU_R;
  83. cl.modes [1] = STARPU_R;
  84. cl.modes [2] = STARPU_W;
  85. cl.name = "add_vectors";
  86. // submit a new StarPU task to execute
  87. ret = starpu_task_insert(&cl,
  88. STARPU_R, spu_vec_A,
  89. STARPU_R, spu_vec_B,
  90. STARPU_W, spu_vec_C,
  91. 0);
  92. if (ret == -ENODEV)
  93. {
  94. // StarPU data unregistering
  95. starpu_data_unregister(spu_vec_C);
  96. starpu_data_unregister(spu_vec_B);
  97. starpu_data_unregister(spu_vec_A);
  98. // terminate StarPU, no task can be submitted after
  99. starpu_shutdown();
  100. return 77;
  101. }
  102. STARPU_CHECK_RETURN_VALUE(ret, "task_submit::add_vectors");
  103. // wait the task
  104. starpu_task_wait_for_all();
  105. // StarPU data unregistering
  106. starpu_data_unregister(spu_vec_C);
  107. starpu_data_unregister(spu_vec_B);
  108. starpu_data_unregister(spu_vec_A);
  109. // terminate StarPU, no task can be submitted after
  110. starpu_shutdown();
  111. // check results
  112. bool fail = false;
  113. int i = 0;
  114. while (!fail && i < VEC_SIZE)
  115. fail = vec_C[i++] != 5;
  116. if (fail)
  117. {
  118. #ifdef PRINT_OUTPUT
  119. std::cout << "Example failed..." << std::endl;
  120. #endif
  121. return EXIT_FAILURE;
  122. }
  123. else
  124. {
  125. #ifdef PRINT_OUTPUT
  126. std::cout << "Example successfully passed!" << std::endl;
  127. #endif
  128. return EXIT_SUCCESS;
  129. }
  130. }