#pragma once #include "ggml.h" #ifdef __cplusplus extern "C" { #endif typedef struct ggml_backend_buffer_type * ggml_backend_buffer_type_t; typedef struct ggml_backend_buffer * ggml_backend_buffer_t; typedef struct ggml_backend * ggml_backend_t; // Tensor allocator struct ggml_tallocr { ggml_backend_buffer_t buffer; void * base; size_t alignment; size_t offset; }; GGML_API struct ggml_tallocr ggml_tallocr_new(ggml_backend_buffer_t buffer); GGML_API void ggml_tallocr_alloc(struct ggml_tallocr * talloc, struct ggml_tensor * tensor); // Graph allocator /* Example usage: ggml_gallocr_t galloc = ggml_gallocr_new(ggml_backend_cpu_buffer_type()); // optional: create a worst-case graph and reserve the buffers to avoid reallocations ggml_gallocr_reserve(galloc, build_graph(max_batch)); // allocate the graph struct ggml_cgraph * graph = build_graph(batch); ggml_gallocr_alloc_graph(galloc, graph); printf("compute buffer size: %zu bytes\n", ggml_gallocr_get_buffer_size(galloc, 0)); // evaluate the graph ggml_backend_graph_compute(backend, graph); */ // special tensor flags for use with the graph allocator: // ggml_set_input(): all input tensors are allocated at the beginning of the graph in non-overlapping addresses // ggml_set_output(): output tensors are never freed and never overwritten typedef struct ggml_gallocr * ggml_gallocr_t; GGML_API ggml_gallocr_t ggml_gallocr_new(ggml_backend_buffer_type_t buft); GGML_API ggml_gallocr_t ggml_gallocr_new_n(ggml_backend_buffer_type_t * bufts, int n_bufs); GGML_API void ggml_gallocr_free(ggml_gallocr_t galloc); // pre-allocate buffers from a measure graph - does not allocate or modify the graph // call with a worst-case graph to avoid buffer reallocations // not strictly required for single buffer usage: ggml_gallocr_alloc_graph will reallocate the buffers automatically if needed // returns false if the buffer allocation failed GGML_API bool ggml_gallocr_reserve(ggml_gallocr_t galloc, struct ggml_cgraph * graph); GGML_API bool ggml_gallocr_reserve_n( ggml_gallocr_t galloc, struct ggml_cgraph * graph, const int * node_buffer_ids, const int * leaf_buffer_ids); // automatic reallocation if the topology changes when using a single buffer // returns false if using multiple buffers and a re-allocation is needed (call ggml_gallocr_reserve_n first to set the node buffers) GGML_API bool ggml_gallocr_alloc_graph(ggml_gallocr_t galloc, struct ggml_cgraph * graph); GGML_API size_t ggml_gallocr_get_buffer_size(ggml_gallocr_t galloc, int buffer_id); // Utils // Create a buffer and allocate all the tensors in a ggml_context GGML_API struct ggml_backend_buffer * ggml_backend_alloc_ctx_tensors_from_buft(struct ggml_context * ctx, ggml_backend_buffer_type_t buft); GGML_API struct ggml_backend_buffer * ggml_backend_alloc_ctx_tensors(struct ggml_context * ctx, ggml_backend_t backend); #ifdef __cplusplus } #endif