args: refactor mlock/mmap/directio into load-mode (#20834)
* args: overhaul mmap/mlock/dio into single arg Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: update docs with llama-gen-docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * chore: satisfy code quality Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * args: make the `+` sign an actual modifier now Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * chore: general code clean up + comments Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: fix deprecated flags support Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: quick sanity check Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * bench: sync llama-bench argument parsing Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * fix: bugfix variable behaviour + llama-bench lm column size Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: inverse commands should do the opposite instead of doing nothing Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * bench: fix incorrect dash Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * bench: fix missing modifiers for deprecated flags Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * llama: switch back to thread_local Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: switch back to single enum Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: update arg docs Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * chore: fix missing `mlock` from llama_load_mode_from_str + cleanup llama-bench Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * llama: fix mlock not activating Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: add deprecation warning when old and new flags are combined Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * arg: cont add comment for todo in the future Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: sync with upstream Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> * docs: re-sync with upstream again Signed-off-by: Aaron Teo <aaron.teo1@ibm.com> --------- Signed-off-by: Aaron Teo <aaron.teo1@ibm.com>
This commit is contained in:
+36
-6
@@ -5,6 +5,7 @@
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#include "common.h"
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#include "download.h"
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#include "json-schema-to-grammar.h"
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#include "llama.h"
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#include "log.h"
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#include "sampling.h"
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#include "speculative.h"
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@@ -785,6 +786,17 @@ static bool common_params_parse_ex(int argc, char ** argv, common_params_context
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arg.c_str(), e.what(), opt.to_string().c_str()));
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}
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}
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// TODO: remove this check after deprecating --mmap|mlock|dio
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auto has_arg = [&](std::initializer_list<const char *> names) {
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return std::any_of(names.begin(), names.end(), [&](const char * name) {
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return seen_args.count(name);
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});
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};
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if (has_arg({"-lm", "--load-mode"}) &&
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has_arg({"--mlock", "--mmap", "--no-mmap", "-dio", "--direct-io", "-ndio", "--no-direct-io"})) {
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LOG_WRN("DEPRECATED: `--load-mode` and `--mlock`/`--mmap`/`--direct-io` should not be combined; only the last flag on the command line will take effect\n");
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}
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};
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// parse all CLI args now, so that -hf is available below for remote preset resolution
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@@ -2495,27 +2507,45 @@ common_params_context common_params_parser_init(common_params & params, llama_ex
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}
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add_opt(common_arg(
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{"--mlock"},
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"force system to keep model in RAM rather than swapping or compressing",
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"DEPRECATED in favor of `--load-mode`: mmap + force system to keep model in RAM rather than swapping or compressing",
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[](common_params & params) {
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params.use_mlock = true;
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LOG_WRN("DEPRECATED: --mlock is deprecated. use --load-mode mlock instead\n");
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params.load_mode = LLAMA_LOAD_MODE_MLOCK;
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}
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).set_env("LLAMA_ARG_MLOCK"));
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add_opt(common_arg(
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{"--mmap"},
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{"--no-mmap"},
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string_format("whether to memory-map model. (if mmap disabled, slower load but may reduce pageouts if not using mlock) (default: %s)", params.use_mmap ? "enabled" : "disabled"),
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"DEPRECATED in favor of `--load-mode`: whether to memory-map model. (if mmap disabled, slower load but may reduce pageouts if not using mlock)",
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[](common_params & params, bool value) {
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params.use_mmap = value;
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LOG_WRN("DEPRECATED: --mmap and --no-mmap are deprecated. use --load-mode mmap instead\n");
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params.load_mode = value ? LLAMA_LOAD_MODE_MMAP : LLAMA_LOAD_MODE_NONE;
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}
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).set_env("LLAMA_ARG_MMAP"));
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add_opt(common_arg(
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{"-dio", "--direct-io"},
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{"-ndio", "--no-direct-io"},
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string_format("use DirectIO if available. (default: %s)", params.use_direct_io ? "enabled" : "disabled"),
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"DEPRECATED in favor of `--load-mode`: use DirectIO if available",
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[](common_params & params, bool value) {
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params.use_direct_io = value;
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LOG_WRN("DEPRECATED: --direct-io and --no-direct-io are deprecated. use --load-mode dio instead\n");
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params.load_mode = value ? LLAMA_LOAD_MODE_DIRECT_IO : LLAMA_LOAD_MODE_NONE;
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}
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).set_env("LLAMA_ARG_DIO"));
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add_opt(common_arg(
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{"-lm", "--load-mode"}, "MODE",
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"model loading mode (default: mmap)\n"
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"- none: no special loading mode\n"
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"- mmap: memory-map model (if mmap disabled, slower load but may reduce pageouts if not using mlock)\n"
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"- mlock: mmap + force system to keep model in RAM rather than swapping or compressing\n"
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"- dio: use DirectIO if available\n",
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[](common_params & params, const std::string & value) {
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/**/ if (value == "none") { params.load_mode = LLAMA_LOAD_MODE_NONE; }
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else if (value == "mmap") { params.load_mode = LLAMA_LOAD_MODE_MMAP; }
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else if (value == "mlock") { params.load_mode = LLAMA_LOAD_MODE_MLOCK; }
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else if (value == "dio") { params.load_mode = LLAMA_LOAD_MODE_DIRECT_IO; }
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else { throw std::invalid_argument("invalid value"); }
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}
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).set_env("LLAMA_ARG_LOAD_MODE"));
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add_opt(common_arg(
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{"--numa"}, "TYPE",
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"attempt optimizations that help on some NUMA systems\n"
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+1
-3
@@ -1558,10 +1558,8 @@ struct llama_model_params common_model_params_to_llama(common_params & params) {
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mparams.n_gpu_layers = params.n_gpu_layers;
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mparams.main_gpu = params.main_gpu;
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mparams.split_mode = params.split_mode;
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mparams.load_mode = params.load_mode;
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mparams.tensor_split = params.tensor_split;
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mparams.use_mmap = params.use_mmap;
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mparams.use_direct_io = params.use_direct_io;
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mparams.use_mlock = params.use_mlock;
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mparams.check_tensors = params.check_tensors;
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mparams.use_extra_bufts = !params.no_extra_bufts;
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mparams.no_host = params.no_host;
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+2
-3
@@ -6,6 +6,7 @@
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#include "ggml-opt.h"
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#include "ggml.h"
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#include "llama.h"
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#include <set>
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#include <sstream>
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@@ -482,6 +483,7 @@ struct common_params {
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std::vector<size_t> fit_params_target = std::vector<size_t>(llama_max_devices(), 1024 * 1024*1024);
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enum llama_split_mode split_mode = LLAMA_SPLIT_MODE_LAYER; // how to split the model across GPUs
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enum llama_load_mode load_mode = LLAMA_LOAD_MODE_MMAP; // how to load the model
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common_cpu_params cpuparams;
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common_cpu_params cpuparams_batch;
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@@ -572,9 +574,6 @@ struct common_params {
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bool kv_unified = false; // enable unified KV cache
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bool input_prefix_bos = false; // prefix BOS to user inputs, preceding input_prefix
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bool use_mmap = true; // enable mmap to use filesystem cache
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bool use_direct_io = false; // read from disk without buffering
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bool use_mlock = false; // use mlock to keep model in memory
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bool verbose_prompt = false; // print prompt tokens before generation
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bool display_prompt = true; // print prompt before generation
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bool no_kv_offload = false; // disable KV offloading
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+1
-2
@@ -54,8 +54,7 @@ static std::vector<llama_device_memory_data> common_get_device_memory_data_impl(
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llama_model_params mparams_copy = *mparams;
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mparams_copy.no_alloc = true;
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mparams_copy.use_mmap = false;
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mparams_copy.use_mlock = false;
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mparams_copy.load_mode = LLAMA_LOAD_MODE_NONE;
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llama_model * model = llama_model_load_from_file(path_model, mparams_copy);
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if (model == nullptr) {
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