mirror of
https://github.com/ikawrakow/ik_llama.cpp.git
synced 2026-06-28 04:30:15 -05:00
* host-swap tensor loop the host-swap functionality is only triggered when the certain env. variables are declared * target_include_directories tweak * hot-swap tensor support two intrusions: 1.) at the model loading to collect the snapshot 2.) the modification of the `/health` HTTP endpoint to be able to trigger the hot-swap via sending the `llama-server` the HTTP-request. *both a braced by the specific env. variables * hot-swap tensor support; graph invalidation ggml_backend_cuda_invalidate_graphs export * hot-swap tensor support graph invalidation implementation; extended debug output (commented out) * llama_reload_changed_tensors export * tensor hot-swap on-demand reload cpu-only/hybrid/gpu-only with split mode layer/graph full support implementation * docs * reuse the gguf parsing from llama.cpp gguf_init_from_file, gguf_find_tensor, ggml_get_tensor * remove the manual scheduling for hybrid inference * update docs * tensor shape validation * update docs * update docs accidentally wiped the previous changes; so recovered them * revert the GGML_CUDA_MAX_DEVICES to 16 * update llama_reload_changed_tensor update llama_reload_changed_tensor, revert CMakeLists.txt * update llama_reload_changed_tensor * GGML_MAX_SRC GGML_MAX_SRC compile-time definition support * GGML_MAX_SRC GGML_MAX_SRC compile-time definition support * GGML_MAX_SRC GGML_MAX_SRC compile-time definition support * llama_reload_changed_tensor update llama_reload_changed_tensor definition * refactory move the tensor-reloading implementation to llama-reload.cpp, llama-reload-info.h; some bugfixes and code reduction * revert added back the missing newline * update docs * reload_info constructor * bugfix: cpu-only TODO: improve the working environment by compiling for multiple hardware configurations; possibly make a test pipeline * cpu-only bugfix set the fix again after unsuccessful sync with main * windows os compilation fix #include <string> * fix windows os build error C2039: 'string': is not a member of 'std' * remove dead file * implement perplexity in server * Revert "implement perplexity in server"
61 lines
1.6 KiB
C++
61 lines
1.6 KiB
C++
#pragma once
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#include "ggml.h"
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#include "ggml-backend.h"
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#include <string>
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#include <vector>
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#include <unordered_map>
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#include <atomic>
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#include <sys/stat.h>
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#include <fstream>
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struct llama_model;
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struct llama_model_loader;
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struct tensor_reload_source {
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std::string path;
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size_t data_offset = 0;
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size_t nbytes = 0;
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int64_t last_mtime = 0;
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int64_t last_mtime_ns = 0;
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ggml_backend_buffer_t original_buffer = nullptr;
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void * original_data = nullptr;
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ggml_type original_type = GGML_TYPE_COUNT;
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size_t original_nbytes = 0;
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int64_t original_ne[GGML_MAX_DIMS];
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size_t original_nb[GGML_MAX_DIMS];
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struct split_info {
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int64_t ne[GGML_MAX_DIMS];
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size_t nb[GGML_MAX_DIMS];
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void * data;
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ggml_backend_buffer_t buffer;
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struct ggml_tensor * tensor = nullptr;
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};
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std::vector<split_info> original_splits;
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std::vector<std::string> sibling_names;
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ggml_split_tensor_t * original_extra = nullptr;
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enum class reload_state {
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UNINITIALIZED,
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ON_ORIGINAL,
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DETACHED,
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FALLBACK_CPU
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};
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reload_state state = reload_state::UNINITIALIZED;
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};
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struct reload_info {
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std::unordered_map<std::string, tensor_reload_source> tensor_reload_sources;
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std::atomic<bool> reload_snapshots_done{false};
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reload_info(const llama_model_loader & ml);
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bool reload_tensor(const char * name, llama_model & model);
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bool reload_changed_tensors(llama_model & model);
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void snapshot_all_reload_tensors(llama_model & model);
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};
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