ggml-backend-impl.h 5.2 KB

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  1. #pragma once
  2. // ggml-backend internal header
  3. #include "ggml-backend.h"
  4. #ifdef __cplusplus
  5. extern "C" {
  6. #endif
  7. //
  8. // Backend buffer
  9. //
  10. // buffer type
  11. typedef void * ggml_backend_buffer_type_context_t;
  12. struct ggml_backend_buffer_type_i {
  13. const char * (*GGML_CALL get_name) (ggml_backend_buffer_type_t buft);
  14. ggml_backend_buffer_t (*GGML_CALL alloc_buffer) (ggml_backend_buffer_type_t buft, size_t size);
  15. size_t (*GGML_CALL get_alignment) (ggml_backend_buffer_type_t buft); // tensor alignment
  16. 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
  17. 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
  18. // check if tensor data is in host memory
  19. // should be equivalent to supports_backend(buft, ggml_backend_cpu_init())
  20. bool (*GGML_CALL is_host) (ggml_backend_buffer_type_t buft);
  21. };
  22. struct ggml_backend_buffer_type {
  23. struct ggml_backend_buffer_type_i iface;
  24. ggml_backend_buffer_type_context_t context;
  25. };
  26. // buffer
  27. typedef void * ggml_backend_buffer_context_t;
  28. struct ggml_backend_buffer_i {
  29. const char * (*GGML_CALL get_name) (ggml_backend_buffer_t buffer);
  30. void (*GGML_CALL free_buffer)(ggml_backend_buffer_t buffer);
  31. void * (*GGML_CALL get_base) (ggml_backend_buffer_t buffer);
  32. void (*GGML_CALL init_tensor)(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  33. void (*GGML_CALL set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  34. void (*GGML_CALL get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  35. 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
  36. void (*GGML_CALL clear) (ggml_backend_buffer_t buffer, uint8_t value);
  37. void (*GGML_CALL reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
  38. };
  39. struct ggml_backend_buffer {
  40. struct ggml_backend_buffer_i iface;
  41. ggml_backend_buffer_type_t buft;
  42. ggml_backend_buffer_context_t context;
  43. size_t size;
  44. enum ggml_backend_buffer_usage usage;
  45. };
  46. GGML_CALL ggml_backend_buffer_t ggml_backend_buffer_init(
  47. ggml_backend_buffer_type_t buft,
  48. struct ggml_backend_buffer_i iface,
  49. ggml_backend_buffer_context_t context,
  50. size_t size);
  51. // do not use directly, use ggml_backend_tensor_copy instead
  52. bool ggml_backend_buffer_copy_tensor(const struct ggml_tensor * src, struct ggml_tensor * dst);
  53. //
  54. // Backend
  55. //
  56. typedef void * ggml_backend_context_t;
  57. struct ggml_backend_i {
  58. const char * (*GGML_CALL get_name)(ggml_backend_t backend);
  59. void (*GGML_CALL free)(ggml_backend_t backend);
  60. // buffer allocation
  61. ggml_backend_buffer_type_t (*GGML_CALL get_default_buffer_type)(ggml_backend_t backend);
  62. // (optional) asynchronous tensor data access
  63. void (*GGML_CALL set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  64. void (*GGML_CALL get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  65. bool (*GGML_CALL cpy_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * src, struct ggml_tensor * dst);
  66. // (optional) complete all pending operations
  67. void (*GGML_CALL synchronize)(ggml_backend_t backend);
  68. // compute graph with a plan
  69. ggml_backend_graph_plan_t (*GGML_CALL graph_plan_create) (ggml_backend_t backend, const struct ggml_cgraph * cgraph);
  70. void (*GGML_CALL graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  71. void (*GGML_CALL graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  72. // compute graph without a plan (async)
  73. bool (*GGML_CALL graph_compute)(ggml_backend_t backend, struct ggml_cgraph * cgraph);
  74. // check if the backend supports an operation
  75. bool (*GGML_CALL supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  76. };
  77. struct ggml_backend {
  78. struct ggml_backend_i iface;
  79. ggml_backend_context_t context;
  80. };
  81. //
  82. // Backend registry
  83. //
  84. typedef ggml_backend_t (*GGML_CALL ggml_backend_init_fn)(const char * params, void * user_data);
  85. 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);
  86. #ifdef __cplusplus
  87. }
  88. #endif