ggml-backend.h 7.4 KB

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  1. /**
  2. * llama.cpp - git 465219b9143ac01db0990bbcb0a081ef72ec2008
  3. *
  4. * MIT License
  5. *
  6. * Copyright (c) 2023 Georgi Gerganov
  7. *
  8. * Permission is hereby granted, free of charge, to any person obtaining a copy
  9. * of this software and associated documentation files (the "Software"), to deal
  10. * in the Software without restriction, including without limitation the rights
  11. * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  12. * copies of the Software, and to permit persons to whom the Software is
  13. * furnished to do so, subject to the following conditions:
  14. *
  15. * The above copyright notice and this permission notice shall be included in all
  16. * copies or substantial portions of the Software.
  17. *
  18. * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  19. * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  20. * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  21. * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  22. * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  23. * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
  24. * SOFTWARE.
  25. */
  26. #pragma once
  27. #include "ggml.h"
  28. #ifdef __cplusplus
  29. extern "C" {
  30. #endif
  31. struct ggml_backend;
  32. struct ggml_backend_buffer;
  33. // type-erased backend-specific types / wrappers
  34. typedef void * ggml_backend_context_t;
  35. typedef void * ggml_backend_graph_plan_t;
  36. typedef void * ggml_backend_buffer_context_t;
  37. // avoid accessing internals of these types
  38. typedef struct ggml_backend * ggml_backend_t;
  39. typedef struct ggml_backend_buffer * ggml_backend_buffer_t;
  40. //
  41. // backend buffer
  42. //
  43. struct ggml_backend_buffer_i {
  44. void (*free_buffer) (ggml_backend_buffer_t buffer);
  45. void * (*get_base) (ggml_backend_buffer_t buffer); // get base pointer
  46. size_t (*get_alloc_size)(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor); // pre-allocation callback
  47. void (*init_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor); // post-allocation callback
  48. void (*free_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor); // pre-free callback
  49. };
  50. // TODO: hide behind API
  51. struct ggml_backend_buffer {
  52. struct ggml_backend_buffer_i iface;
  53. ggml_backend_t backend;
  54. ggml_backend_buffer_context_t context;
  55. size_t size;
  56. };
  57. // backend buffer functions
  58. GGML_API ggml_backend_buffer_t ggml_backend_buffer_init(
  59. struct ggml_backend * backend,
  60. struct ggml_backend_buffer_i iface,
  61. ggml_backend_buffer_context_t context,
  62. size_t size);
  63. GGML_API void ggml_backend_buffer_free (ggml_backend_buffer_t buffer);
  64. GGML_API size_t ggml_backend_buffer_get_alignment (ggml_backend_buffer_t buffer);
  65. GGML_API void * ggml_backend_buffer_get_base (ggml_backend_buffer_t buffer);
  66. GGML_API size_t ggml_backend_buffer_get_size (ggml_backend_buffer_t buffer);
  67. GGML_API size_t ggml_backend_buffer_get_alloc_size(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  68. GGML_API void ggml_backend_buffer_init_tensor (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  69. GGML_API void ggml_backend_buffer_free_tensor (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  70. //
  71. // backend
  72. //
  73. struct ggml_backend_i {
  74. const char * (*get_name)(ggml_backend_t backend);
  75. void (*free)(ggml_backend_t backend);
  76. // buffer allocation
  77. ggml_backend_buffer_t (*alloc_buffer)(ggml_backend_t backend, size_t size);
  78. // get buffer alignment
  79. size_t (*get_alignment)(ggml_backend_t backend);
  80. // tensor data access
  81. // these functions can be asynchronous, helper functions are provided for synchronous access that automatically call synchronize
  82. void (*set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  83. void (*get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  84. void (*synchronize) (ggml_backend_t backend);
  85. // (optional) copy tensor between different backends, allow for single-copy tranfers
  86. void (*cpy_tensor_from)(ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  87. void (*cpy_tensor_to) (ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  88. // compute graph with a plan
  89. ggml_backend_graph_plan_t (*graph_plan_create) (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  90. void (*graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  91. void (*graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  92. // compute graph without a plan
  93. void (*graph_compute)(ggml_backend_t backend, struct ggml_cgraph * cgraph);
  94. // check if the backend supports an operation
  95. bool (*supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  96. };
  97. // TODO: hide behind API
  98. struct ggml_backend {
  99. struct ggml_backend_i iface;
  100. ggml_backend_context_t context;
  101. };
  102. // backend helper functions
  103. GGML_API ggml_backend_t ggml_get_backend(const struct ggml_tensor * tensor);
  104. GGML_API const char * ggml_backend_name(ggml_backend_t backend);
  105. GGML_API void ggml_backend_free(ggml_backend_t backend);
  106. GGML_API ggml_backend_buffer_t ggml_backend_alloc_buffer(ggml_backend_t backend, size_t size);
  107. GGML_API size_t ggml_backend_get_alignment(ggml_backend_t backend);
  108. GGML_API void ggml_backend_tensor_set_async( struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  109. GGML_API void ggml_backend_tensor_get_async(const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  110. GGML_API void ggml_backend_tensor_set( struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  111. GGML_API void ggml_backend_tensor_get(const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  112. GGML_API void ggml_backend_synchronize(ggml_backend_t backend);
  113. GGML_API ggml_backend_graph_plan_t ggml_backend_graph_plan_create (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  114. GGML_API void ggml_backend_graph_plan_free (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  115. GGML_API void ggml_backend_graph_plan_compute(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  116. GGML_API void ggml_backend_graph_compute (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  117. GGML_API bool ggml_backend_supports_op (ggml_backend_t backend, const struct ggml_tensor * op);
  118. // tensor copy between different backends
  119. GGML_API void ggml_backend_tensor_copy(struct ggml_tensor * src, struct ggml_tensor * dst);
  120. //
  121. // CPU backend
  122. //
  123. GGML_API ggml_backend_t ggml_backend_cpu_init(void);
  124. GGML_API bool ggml_backend_is_cpu(ggml_backend_t backend);
  125. GGML_API void ggml_backend_cpu_set_n_threads(ggml_backend_t backend_cpu, int n_threads);
  126. GGML_API ggml_backend_buffer_t ggml_backend_cpu_buffer_from_ptr(ggml_backend_t backend_cpu, void * ptr, size_t size);
  127. #ifdef __cplusplus
  128. }
  129. #endif