ggml-backend-impl.h 8.0 KB

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  1. /**
  2. * llama.cpp - git ee459f40f65810a810151b24eba5b8bd174ceffe - do not edit this file
  3. *
  4. * MIT License
  5. *
  6. * Copyright (c) 2023-2024 The ggml authors
  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. // ggml-backend internal header
  28. #include "ggml-backend.h"
  29. #ifdef __cplusplus
  30. extern "C" {
  31. #endif
  32. //
  33. // Backend buffer
  34. //
  35. // buffer type
  36. typedef void * ggml_backend_buffer_type_context_t;
  37. struct ggml_backend_buffer_type_i {
  38. const char * (*GGML_CALL get_name) (ggml_backend_buffer_type_t buft);
  39. ggml_backend_buffer_t (*GGML_CALL alloc_buffer) (ggml_backend_buffer_type_t buft, size_t size);
  40. size_t (*GGML_CALL get_alignment) (ggml_backend_buffer_type_t buft); // tensor alignment
  41. size_t (*GGML_CALL get_max_size) (ggml_backend_buffer_type_t buft); // allocation max size
  42. size_t (*GGML_CALL get_alloc_size) (ggml_backend_buffer_type_t buft, const struct ggml_tensor * tensor); // data size needed to allocate the tensor, including padding
  43. bool (*GGML_CALL supports_backend)(ggml_backend_buffer_type_t buft, ggml_backend_t backend); // check if the buffer type is usable by the backend
  44. // check if tensor data is in host memory
  45. // should be equivalent to supports_backend(buft, ggml_backend_cpu_init())
  46. bool (*GGML_CALL is_host) (ggml_backend_buffer_type_t buft);
  47. };
  48. struct ggml_backend_buffer_type {
  49. struct ggml_backend_buffer_type_i iface;
  50. ggml_backend_buffer_type_context_t context;
  51. };
  52. // buffer
  53. typedef void * ggml_backend_buffer_context_t;
  54. struct ggml_backend_buffer_i {
  55. const char * (*GGML_CALL get_name) (ggml_backend_buffer_t buffer);
  56. void (*GGML_CALL free_buffer)(ggml_backend_buffer_t buffer);
  57. void * (*GGML_CALL get_base) (ggml_backend_buffer_t buffer);
  58. void (*GGML_CALL init_tensor)(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  59. void (*GGML_CALL set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  60. void (*GGML_CALL get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  61. bool (*GGML_CALL cpy_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * src, struct ggml_tensor * dst); // dst is in the buffer, src may be in any buffer
  62. void (*GGML_CALL clear) (ggml_backend_buffer_t buffer, uint8_t value);
  63. void (*GGML_CALL reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
  64. };
  65. struct ggml_backend_buffer {
  66. struct ggml_backend_buffer_i iface;
  67. ggml_backend_buffer_type_t buft;
  68. ggml_backend_buffer_context_t context;
  69. size_t size;
  70. enum ggml_backend_buffer_usage usage;
  71. };
  72. GGML_CALL ggml_backend_buffer_t ggml_backend_buffer_init(
  73. ggml_backend_buffer_type_t buft,
  74. struct ggml_backend_buffer_i iface,
  75. ggml_backend_buffer_context_t context,
  76. size_t size);
  77. // do not use directly, use ggml_backend_tensor_copy instead
  78. bool ggml_backend_buffer_copy_tensor(const struct ggml_tensor * src, struct ggml_tensor * dst);
  79. // buffer that contains a collection of buffers
  80. GGML_CALL ggml_backend_buffer_t ggml_backend_multi_buffer_alloc_buffer(ggml_backend_buffer_t * buffers, size_t n_buffers);
  81. GGML_CALL bool ggml_backend_buffer_is_multi_buffer(ggml_backend_buffer_t buffer);
  82. GGML_CALL void ggml_backend_multi_buffer_set_usage(ggml_backend_buffer_t buffer, enum ggml_backend_buffer_usage usage);
  83. //
  84. // Backend
  85. //
  86. typedef void * ggml_backend_context_t;
  87. struct ggml_backend_i {
  88. const char * (*GGML_CALL get_name)(ggml_backend_t backend);
  89. void (*GGML_CALL free)(ggml_backend_t backend);
  90. // buffer allocation
  91. ggml_backend_buffer_type_t (*GGML_CALL get_default_buffer_type)(ggml_backend_t backend);
  92. // (optional) asynchronous tensor data access
  93. void (*GGML_CALL set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  94. void (*GGML_CALL get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  95. bool (*GGML_CALL cpy_tensor_async)(ggml_backend_t backend_src, ggml_backend_t backend_dst, const struct ggml_tensor * src, struct ggml_tensor * dst);
  96. // (optional) complete all pending operations
  97. void (*GGML_CALL synchronize)(ggml_backend_t backend);
  98. // compute graph with a plan (not used currently)
  99. ggml_backend_graph_plan_t (*GGML_CALL graph_plan_create) (ggml_backend_t backend, const struct ggml_cgraph * cgraph);
  100. void (*GGML_CALL graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  101. // compute graph with a plan
  102. enum ggml_status (*GGML_CALL graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  103. // compute graph without a plan (async)
  104. enum ggml_status (*GGML_CALL graph_compute) (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  105. // check if the backend supports an operation
  106. bool (*GGML_CALL supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  107. // check if the backend wants to run an operation, even if the weights are allocated in a CPU buffer
  108. // these should be expensive operations with large batch sizes that may benefit from running on this backend
  109. // even if the weight has to be copied from the CPU temporarily
  110. bool (*GGML_CALL offload_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  111. // (optional) event synchronization
  112. ggml_backend_event_t (*GGML_CALL event_new) (ggml_backend_t backend);
  113. void (*GGML_CALL event_free) (ggml_backend_event_t event);
  114. void (*GGML_CALL event_record) (ggml_backend_event_t event);
  115. void (*GGML_CALL event_wait) (ggml_backend_t backend, ggml_backend_event_t event);
  116. void (*GGML_CALL event_synchronize) (ggml_backend_event_t event);
  117. };
  118. struct ggml_backend {
  119. ggml_guid_t guid;
  120. struct ggml_backend_i iface;
  121. ggml_backend_context_t context;
  122. };
  123. struct ggml_backend_event {
  124. ggml_backend_t backend;
  125. void * context;
  126. };
  127. //
  128. // Backend registry
  129. //
  130. typedef ggml_backend_t (*GGML_CALL ggml_backend_init_fn)(const char * params, void * user_data);
  131. GGML_CALL void ggml_backend_register(const char * name, ggml_backend_init_fn init_fn, ggml_backend_buffer_type_t default_buffer_type, void * user_data);
  132. #ifdef __cplusplus
  133. }
  134. #endif