ggml-backend-impl.h 4.5 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. ggml_backend_buffer_t (*alloc_buffer) (ggml_backend_buffer_type_t buft, size_t size);
  14. size_t (*get_alignment) (ggml_backend_buffer_type_t buft); // tensor alignment
  15. size_t (*get_alloc_size) (ggml_backend_buffer_type_t buft, struct ggml_tensor * tensor); // data size needed to allocate the tensor, including padding
  16. bool (*supports_backend)(ggml_backend_buffer_type_t buft, ggml_backend_t backend); // check if the buffer type is usable by the backend
  17. };
  18. struct ggml_backend_buffer_type {
  19. struct ggml_backend_buffer_type_i iface;
  20. ggml_backend_buffer_type_context_t context;
  21. };
  22. // buffer
  23. typedef void * ggml_backend_buffer_context_t;
  24. struct ggml_backend_buffer_i {
  25. void (*free_buffer)(ggml_backend_buffer_t buffer);
  26. //void (*reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
  27. void * (*get_base) (ggml_backend_buffer_t buffer);
  28. void (*init_tensor)(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  29. void (*set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  30. void (*get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  31. // (optional) copy tensor between different buffer-type, allow for single-copy tranfers
  32. void (*cpy_tensor_from)(ggml_backend_buffer_t buffer, struct ggml_tensor * src, struct ggml_tensor * dst);
  33. void (*cpy_tensor_to) (ggml_backend_buffer_t buffer, struct ggml_tensor * src, struct ggml_tensor * dst);
  34. };
  35. struct ggml_backend_buffer {
  36. struct ggml_backend_buffer_i iface;
  37. ggml_backend_buffer_type_t buft;
  38. ggml_backend_buffer_context_t context;
  39. size_t size;
  40. };
  41. ggml_backend_buffer_t ggml_backend_buffer_init(
  42. ggml_backend_buffer_type_t buft,
  43. struct ggml_backend_buffer_i iface,
  44. ggml_backend_buffer_context_t context,
  45. size_t size);
  46. //
  47. // Backend
  48. //
  49. typedef void * ggml_backend_context_t;
  50. struct ggml_backend_i {
  51. const char * (*get_name)(ggml_backend_t backend);
  52. void (*free)(ggml_backend_t backend);
  53. // buffer allocation
  54. ggml_backend_buffer_type_t (*get_default_buffer_type)(ggml_backend_t backend);
  55. // (optional) asynchroneous tensor data access
  56. void (*set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  57. void (*get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  58. // (optional) asynchroneous tensor copy
  59. void (*cpy_tensor_from_async)(ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  60. void (*cpy_tensor_to_async) (ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  61. void (*synchronize) (ggml_backend_t backend);
  62. // compute graph with a plan
  63. ggml_backend_graph_plan_t (*graph_plan_create) (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  64. void (*graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  65. void (*graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  66. // compute graph without a plan
  67. void (*graph_compute)(ggml_backend_t backend, struct ggml_cgraph * cgraph);
  68. // check if the backend supports an operation
  69. bool (*supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  70. };
  71. struct ggml_backend {
  72. struct ggml_backend_i iface;
  73. ggml_backend_context_t context;
  74. };
  75. //
  76. // Backend registry
  77. //
  78. typedef ggml_backend_t (*ggml_backend_init_fn)(const char * params, void * user_data);
  79. void ggml_backend_register(const char * name, ggml_backend_init_fn init_fn, ggml_backend_buffer_type_t default_buffer_type, void * user_data);
  80. #ifdef __cplusplus
  81. }
  82. #endif