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- #pragma once
- // ggml-backend internal header
- #include "ggml-backend.h"
- #ifdef __cplusplus
- extern "C" {
- #endif
- //
- // Backend buffer
- //
- // buffer type
- typedef void * ggml_backend_buffer_type_context_t;
- struct ggml_backend_buffer_type_i {
- const char * (*GGML_CALL get_name) (ggml_backend_buffer_type_t buft);
- ggml_backend_buffer_t (*GGML_CALL alloc_buffer) (ggml_backend_buffer_type_t buft, size_t size);
- size_t (*GGML_CALL get_alignment) (ggml_backend_buffer_type_t buft); // tensor alignment
- size_t (*GGML_CALL get_max_size) (ggml_backend_buffer_type_t buft); // allocation max size
- 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
- 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
- // check if tensor data is in host memory
- // should be equivalent to supports_backend(buft, ggml_backend_cpu_init())
- bool (*GGML_CALL is_host) (ggml_backend_buffer_type_t buft);
- };
- struct ggml_backend_buffer_type {
- struct ggml_backend_buffer_type_i iface;
- ggml_backend_buffer_type_context_t context;
- };
- // buffer
- typedef void * ggml_backend_buffer_context_t;
- struct ggml_backend_buffer_i {
- const char * (*GGML_CALL get_name) (ggml_backend_buffer_t buffer);
- void (*GGML_CALL free_buffer)(ggml_backend_buffer_t buffer);
- void * (*GGML_CALL get_base) (ggml_backend_buffer_t buffer);
- void (*GGML_CALL init_tensor)(ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
- void (*GGML_CALL set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
- void (*GGML_CALL get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
- 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
- void (*GGML_CALL clear) (ggml_backend_buffer_t buffer, uint8_t value);
- void (*GGML_CALL reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
- };
- struct ggml_backend_buffer {
- struct ggml_backend_buffer_i iface;
- ggml_backend_buffer_type_t buft;
- ggml_backend_buffer_context_t context;
- size_t size;
- enum ggml_backend_buffer_usage usage;
- };
- GGML_CALL ggml_backend_buffer_t ggml_backend_buffer_init(
- ggml_backend_buffer_type_t buft,
- struct ggml_backend_buffer_i iface,
- ggml_backend_buffer_context_t context,
- size_t size);
- // do not use directly, use ggml_backend_tensor_copy instead
- bool ggml_backend_buffer_copy_tensor(const struct ggml_tensor * src, struct ggml_tensor * dst);
- // buffer that contains a collection of buffers
- GGML_CALL ggml_backend_buffer_t ggml_backend_multi_buffer_alloc_buffer(ggml_backend_buffer_t * buffers, size_t n_buffers);
- GGML_CALL bool ggml_backend_buffer_is_multi_buffer(ggml_backend_buffer_t buffer);
- GGML_CALL void ggml_backend_multi_buffer_set_usage(ggml_backend_buffer_t buffer, enum ggml_backend_buffer_usage usage);
- //
- // Backend
- //
- typedef void * ggml_backend_context_t;
- struct ggml_backend_i {
- const char * (*GGML_CALL get_name)(ggml_backend_t backend);
- void (*GGML_CALL free)(ggml_backend_t backend);
- // buffer allocation
- ggml_backend_buffer_type_t (*GGML_CALL get_default_buffer_type)(ggml_backend_t backend);
- // (optional) asynchronous tensor data access
- void (*GGML_CALL set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
- void (*GGML_CALL get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
- 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);
- // (optional) complete all pending operations
- void (*GGML_CALL synchronize)(ggml_backend_t backend);
- // compute graph with a plan (not used currently)
- ggml_backend_graph_plan_t (*GGML_CALL graph_plan_create) (ggml_backend_t backend, const struct ggml_cgraph * cgraph);
- void (*GGML_CALL graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
- // compute graph with a plan
- enum ggml_status (*GGML_CALL graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
- // compute graph without a plan (async)
- enum ggml_status (*GGML_CALL graph_compute) (ggml_backend_t backend, struct ggml_cgraph * cgraph);
- // check if the backend supports an operation
- bool (*GGML_CALL supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
- // check if the backend wants to run an operation, even if the weights are allocated in a CPU buffer
- // these should be expensive operations with large batch sizes that may benefit from running on this backend
- // even if the weight has to be copied from the CPU temporarily
- bool (*GGML_CALL offload_op)(ggml_backend_t backend, const struct ggml_tensor * op);
- // (optional) event synchronization
- ggml_backend_event_t (*GGML_CALL event_new) (ggml_backend_t backend);
- void (*GGML_CALL event_free) (ggml_backend_event_t event);
- void (*GGML_CALL event_record) (ggml_backend_event_t event);
- void (*GGML_CALL event_wait) (ggml_backend_t backend, ggml_backend_event_t event);
- void (*GGML_CALL event_synchronize) (ggml_backend_event_t event);
- };
- struct ggml_backend {
- ggml_guid_t guid;
- struct ggml_backend_i iface;
- ggml_backend_context_t context;
- };
- struct ggml_backend_event {
- ggml_backend_t backend;
- void * context;
- };
- //
- // Backend registry
- //
- typedef ggml_backend_t (*GGML_CALL ggml_backend_init_fn)(const char * params, void * user_data);
- 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);
- #ifdef __cplusplus
- }
- #endif
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