2023-11-13 12:16:23 +00:00
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#pragma once
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// ggml-backend internal header
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#include "ggml-backend.h"
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#ifdef __cplusplus
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extern "C" {
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#endif
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//
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// Backend buffer
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//
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2023-12-07 20:26:54 +00:00
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// buffer type
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typedef void * ggml_backend_buffer_type_context_t;
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struct ggml_backend_buffer_type_i {
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2024-01-10 16:29:04 +00:00
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const char * (*get_name) (ggml_backend_buffer_type_t buft);
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2023-12-07 20:26:54 +00:00
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ggml_backend_buffer_t (*alloc_buffer) (ggml_backend_buffer_type_t buft, size_t size);
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size_t (*get_alignment) (ggml_backend_buffer_type_t buft); // tensor alignment
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2024-01-10 16:29:04 +00:00
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size_t (*get_alloc_size) (ggml_backend_buffer_type_t buft, const struct ggml_tensor * tensor); // data size needed to allocate the tensor, including padding
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2023-12-07 20:26:54 +00:00
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bool (*supports_backend)(ggml_backend_buffer_type_t buft, ggml_backend_t backend); // check if the buffer type is usable by the backend
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2023-12-21 20:07:46 +00:00
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// check if tensor data is in host memory
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// should be equivalent to supports_backend(buft, ggml_backend_cpu_init())
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bool (*is_host) (ggml_backend_buffer_type_t buft);
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2023-12-07 20:26:54 +00:00
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};
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struct ggml_backend_buffer_type {
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struct ggml_backend_buffer_type_i iface;
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ggml_backend_buffer_type_context_t context;
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};
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// buffer
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2023-11-13 12:16:23 +00:00
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typedef void * ggml_backend_buffer_context_t;
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struct ggml_backend_buffer_i {
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const char * (*get_name) (ggml_backend_buffer_t buffer);
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void (*free_buffer) (ggml_backend_buffer_t buffer);
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void * (*get_base) (ggml_backend_buffer_t buffer);
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void (*init_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor);
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void (*set_tensor) (ggml_backend_buffer_t buffer, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
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void (*get_tensor) (ggml_backend_buffer_t buffer, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
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2023-12-07 20:26:54 +00:00
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// (optional) copy tensor between different buffer-type, allow for single-copy tranfers
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2024-01-10 16:29:04 +00:00
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void (*cpy_tensor_from)(ggml_backend_buffer_t buffer, const struct ggml_tensor * src, struct ggml_tensor * dst);
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void (*cpy_tensor_to) (ggml_backend_buffer_t buffer, const struct ggml_tensor * src, struct ggml_tensor * dst);
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void (*clear) (ggml_backend_buffer_t buffer, uint8_t value);
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void (*reset) (ggml_backend_buffer_t buffer); // reset any internal state due to tensor initialization, such as tensor extras
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2023-11-13 12:16:23 +00:00
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};
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struct ggml_backend_buffer {
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2023-12-07 20:26:54 +00:00
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struct ggml_backend_buffer_i iface;
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ggml_backend_buffer_type_t buft;
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2023-11-13 12:16:23 +00:00
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ggml_backend_buffer_context_t context;
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size_t size;
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enum ggml_backend_buffer_usage usage;
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};
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2023-12-07 20:26:54 +00:00
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ggml_backend_buffer_t ggml_backend_buffer_init(
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ggml_backend_buffer_type_t buft,
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2023-11-13 12:16:23 +00:00
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struct ggml_backend_buffer_i iface,
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ggml_backend_buffer_context_t context,
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size_t size);
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2023-12-07 20:26:54 +00:00
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2023-11-13 12:16:23 +00:00
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//
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// Backend
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//
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typedef void * ggml_backend_context_t;
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struct ggml_backend_i {
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const char * (*get_name)(ggml_backend_t backend);
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void (*free)(ggml_backend_t backend);
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// buffer allocation
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ggml_backend_buffer_type_t (*get_default_buffer_type)(ggml_backend_t backend);
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2023-11-13 12:16:23 +00:00
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2023-12-07 20:26:54 +00:00
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// (optional) asynchroneous tensor data access
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2023-11-13 12:16:23 +00:00
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void (*set_tensor_async)(ggml_backend_t backend, struct ggml_tensor * tensor, const void * data, size_t offset, size_t size);
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void (*get_tensor_async)(ggml_backend_t backend, const struct ggml_tensor * tensor, void * data, size_t offset, size_t size);
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2023-12-07 20:26:54 +00:00
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// (optional) asynchroneous tensor copy
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2024-01-10 16:29:04 +00:00
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void (*cpy_tensor_from_async)(ggml_backend_t backend, const struct ggml_tensor * src, struct ggml_tensor * dst);
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void (*cpy_tensor_to_async) (ggml_backend_t backend, const struct ggml_tensor * src, struct ggml_tensor * dst);
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2023-12-21 20:07:46 +00:00
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void (*synchronize)(ggml_backend_t backend);
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2023-11-13 12:16:23 +00:00
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// compute graph with a plan
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2024-01-10 16:29:04 +00:00
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ggml_backend_graph_plan_t (*graph_plan_create) (ggml_backend_t backend, const struct ggml_cgraph * cgraph);
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void (*graph_plan_free) (ggml_backend_t backend, ggml_backend_graph_plan_t plan);
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void (*graph_plan_compute)(ggml_backend_t backend, ggml_backend_graph_plan_t plan);
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// compute graph without a plan
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2024-01-03 13:39:43 +00:00
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bool (*graph_compute)(ggml_backend_t backend, struct ggml_cgraph * cgraph);
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2023-11-13 12:16:23 +00:00
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// check if the backend supports an operation
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bool (*supports_op)(ggml_backend_t backend, const struct ggml_tensor * op);
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};
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struct ggml_backend {
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struct ggml_backend_i iface;
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ggml_backend_context_t context;
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};
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2023-12-07 20:26:54 +00:00
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//
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// Backend registry
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//
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typedef ggml_backend_t (*ggml_backend_init_fn)(const char * params, void * user_data);
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void ggml_backend_register(const char * name, ggml_backend_init_fn init_fn, ggml_backend_buffer_type_t default_buffer_type, void * user_data);
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2023-11-13 12:16:23 +00:00
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#ifdef __cplusplus
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}
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#endif
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