ggml-backend-impl.h 4.8 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116
  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. // check if tensor data is in host memory
  18. // should be equivalent to supports_backend(buft, ggml_backend_cpu_init())
  19. bool (*is_host) (ggml_backend_buffer_type_t buft);
  20. };
  21. struct ggml_backend_buffer_type {
  22. struct ggml_backend_buffer_type_i iface;
  23. ggml_backend_buffer_type_context_t context;
  24. };
  25. // buffer
  26. typedef void * ggml_backend_buffer_context_t;
  27. struct ggml_backend_buffer_i {
  28. void (*free_buffer) (ggml_backend_buffer_t buffer);
  29. //void (*reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
  30. void * (*get_base) (ggml_backend_buffer_t buffer);
  31. void (*init_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
  32. void (*set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  33. void (*get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  34. // (optional) copy tensor between different buffer-type, allow for single-copy tranfers
  35. void (*cpy_tensor_from)(ggml_backend_buffer_t buffer, struct ggml_tensor * src, struct ggml_tensor * dst);
  36. void (*cpy_tensor_to) (ggml_backend_buffer_t buffer, struct ggml_tensor * src, struct ggml_tensor * dst);
  37. void (*clear) (ggml_backend_buffer_t buffer, uint8_t value);
  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. };
  45. ggml_backend_buffer_t ggml_backend_buffer_init(
  46. ggml_backend_buffer_type_t buft,
  47. struct ggml_backend_buffer_i iface,
  48. ggml_backend_buffer_context_t context,
  49. size_t size);
  50. //
  51. // Backend
  52. //
  53. typedef void * ggml_backend_context_t;
  54. struct ggml_backend_i {
  55. const char * (*get_name)(ggml_backend_t backend);
  56. void (*free)(ggml_backend_t backend);
  57. // buffer allocation
  58. ggml_backend_buffer_type_t (*get_default_buffer_type)(ggml_backend_t backend);
  59. // (optional) asynchroneous tensor data access
  60. void (*set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
  61. void (*get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
  62. // (optional) asynchroneous tensor copy
  63. void (*cpy_tensor_from_async)(ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  64. void (*cpy_tensor_to_async) (ggml_backend_t backend, struct ggml_tensor * src, struct ggml_tensor * dst);
  65. void (*synchronize)(ggml_backend_t backend);
  66. // compute graph with a plan
  67. ggml_backend_graph_plan_t (*graph_plan_create) (ggml_backend_t backend, struct ggml_cgraph * cgraph);
  68. void (*graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  69. void (*graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
  70. // compute graph without a plan
  71. bool (*graph_compute)(ggml_backend_t backend, struct ggml_cgraph * cgraph);
  72. // check if the backend supports an operation
  73. bool (*supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
  74. };
  75. struct ggml_backend {
  76. struct ggml_backend_i iface;
  77. ggml_backend_context_t context;
  78. };
  79. //
  80. // Backend registry
  81. //
  82. typedef ggml_backend_t (*ggml_backend_init_fn)(const char * params, void * user_data);
  83. void ggml_backend_register(const char * name, ggml_backend_init_fn init_fn, ggml_backend_buffer_type_t default_buffer_type, void * user_data);
  84. #ifdef __cplusplus
  85. }
  86. #endif