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common : add -dkvc arg for enabling kv cache dumps

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Georgi Gerganov 2023-11-23 18:47:56 +02:00
parent 5df7d06c42
commit f8e9f11428
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GPG Key ID: 449E073F9DC10735
4 changed files with 14 additions and 5 deletions
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4
common/common.cpp
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@ -496,6 +496,8 @@ bool gpt_params_parse_ex(int argc, char ** argv, gpt_params & params) {
params.chatml = true; params.chatml = true;
} else if (arg == "--infill") { } else if (arg == "--infill") {
params.infill = true; params.infill = true;
} else if (arg == "-dkvc" || arg == "--dump-kv-cache") {
params.dump_kv_cache = true;
} else if (arg == "--multiline-input") { } else if (arg == "--multiline-input") {
params.multiline_input = true; params.multiline_input = true;
} else if (arg == "--simple-io") { } else if (arg == "--simple-io") {
@ -836,6 +838,8 @@ void gpt_print_usage(int /*argc*/, char ** argv, const gpt_params & params) {
#endif // GGML_USE_CUBLAS #endif // GGML_USE_CUBLAS
#endif #endif
printf(" --verbose-prompt print prompt before generation\n"); printf(" --verbose-prompt print prompt before generation\n");
printf(" -dkvc, --dump-kv-cache\n");
printf(" verbose print of the KV cache\n");
printf(" --simple-io use basic IO for better compatibility in subprocesses and limited consoles\n"); printf(" --simple-io use basic IO for better compatibility in subprocesses and limited consoles\n");
printf(" --lora FNAME apply LoRA adapter (implies --no-mmap)\n"); printf(" --lora FNAME apply LoRA adapter (implies --no-mmap)\n");
printf(" --lora-scaled FNAME S apply LoRA adapter with user defined scaling S (implies --no-mmap)\n"); printf(" --lora-scaled FNAME S apply LoRA adapter with user defined scaling S (implies --no-mmap)\n");

1
common/common.h
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@ -122,6 +122,7 @@ struct gpt_params {
bool numa = false; // attempt optimizations that help on some NUMA systems bool numa = false; // attempt optimizations that help on some NUMA systems
bool verbose_prompt = false; // print prompt tokens before generation bool verbose_prompt = false; // print prompt tokens before generation
bool infill = false; // use infill mode bool infill = false; // use infill mode
bool dump_kv_cache = false; // dump the KV cache contents for debugging purposes
// multimodal models (see examples/llava) // multimodal models (see examples/llava)
std::string mmproj = ""; // path to multimodal projector std::string mmproj = ""; // path to multimodal projector

8
examples/parallel/parallel.cpp
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@ -113,6 +113,8 @@ int main(int argc, char ** argv) {
// insert new requests as soon as the previous one is done // insert new requests as soon as the previous one is done
const bool cont_batching = params.cont_batching; const bool cont_batching = params.cont_batching;
const bool dump_kv_cache = params.dump_kv_cache;
#ifndef LOG_DISABLE_LOGS #ifndef LOG_DISABLE_LOGS
log_set_target(log_filename_generator("parallel", "log")); log_set_target(log_filename_generator("parallel", "log"));
LOG_TEE("Log start\n"); LOG_TEE("Log start\n");
@ -203,8 +205,10 @@ int main(int argc, char ** argv) {
LOG_TEE("Processing requests ...\n\n"); LOG_TEE("Processing requests ...\n\n");
while (true) { while (true) {
llama_kv_cache_view_update(ctx, &kvc_view); if (dump_kv_cache) {
dump_kv_cache_view_seqs(kvc_view, 40); llama_kv_cache_view_update(ctx, &kvc_view);
dump_kv_cache_view_seqs(kvc_view, 40);
}
llama_batch_clear(batch); llama_batch_clear(batch);

6
llama.h
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@ -400,13 +400,13 @@ extern "C" {
llama_seq_id * cells_sequences; llama_seq_id * cells_sequences;
}; };
// Create an empty KV cache view. // Create an empty KV cache view. (use only for debugging purposes)
LLAMA_API struct llama_kv_cache_view llama_kv_cache_view_init(const struct llama_context * ctx, int32_t n_max_seq); LLAMA_API struct llama_kv_cache_view llama_kv_cache_view_init(const struct llama_context * ctx, int32_t n_max_seq);
// Free a KV cache view. // Free a KV cache view. (use only for debugging purposes)
LLAMA_API void llama_kv_cache_view_free(struct llama_kv_cache_view * view); LLAMA_API void llama_kv_cache_view_free(struct llama_kv_cache_view * view);
// Update the KV cache view structure with the current state of the KV cache. // Update the KV cache view structure with the current state of the KV cache. (use only for debugging purposes)
LLAMA_API void llama_kv_cache_view_update(const struct llama_context * ctx, struct llama_kv_cache_view * view); LLAMA_API void llama_kv_cache_view_update(const struct llama_context * ctx, struct llama_kv_cache_view * view);
// Returns the number of tokens in the KV cache (slow, use only for debug) // Returns the number of tokens in the KV cache (slow, use only for debug)