From 3d9f094e9652d4b84894c6fd4eae39a4a753b0f0 Mon Sep 17 00:00:00 2001
From: 游雁 <zhifu.gzf@alibaba-inc.com>
Date: 星期二, 16 五月 2023 23:48:00 +0800
Subject: [PATCH] train
---
funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp | 154 +++++++++++++++++++++++++++++++-------------------
1 files changed, 95 insertions(+), 59 deletions(-)
diff --git a/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp b/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
index 793a33a..6ba65c6 100644
--- a/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
+++ b/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
@@ -1,3 +1,7 @@
+/**
+ * Copyright FunASR (https://github.com/alibaba-damo-academy/FunASR). All Rights Reserved.
+ * MIT License (https://opensource.org/licenses/MIT)
+*/
#ifndef _WIN32
#include <sys/time.h>
@@ -5,7 +9,10 @@
#include <win_func.h>
#endif
-#include "libfunasrapi.h"
+#include <glog/logging.h>
+#include "funasrruntime.h"
+#include "tclap/CmdLine.h"
+#include "com-define.h"
#include <iostream>
#include <fstream>
@@ -14,20 +21,15 @@
#include <atomic>
#include <mutex>
#include <thread>
+#include <map>
+
using namespace std;
-std::atomic<int> index(0);
+std::atomic<int> wav_index(0);
std::mutex mtx;
-void runReg(FUNASR_HANDLE AsrHandle, vector<string> wav_list,
+void runReg(FUNASR_HANDLE asr_handle, vector<string> wav_list,
float* total_length, long* total_time, int core_id) {
-
- // cpu_set_t cpuset;
- // CPU_ZERO(&cpuset);
- // CPU_SET(core_id, &cpuset);
- // if(pthread_setaffinity_np(pthread_self(), sizeof(cpu_set_t), &cpuset) < 0){
- // perror("pthread_setaffinity_np");
- // }
struct timeval start, end;
long seconds = 0;
@@ -37,35 +39,34 @@
// warm up
for (size_t i = 0; i < 1; i++)
{
- FUNASR_RESULT Result=FunASRRecogFile(AsrHandle, wav_list[0].c_str(), RASR_NONE, NULL);
+ FUNASR_RESULT result=FunASRInfer(asr_handle, wav_list[0].c_str(), RASR_NONE, NULL, 16000);
}
while (true) {
// 浣跨敤鍘熷瓙鍙橀噺鑾峰彇绱㈠紩骞堕�掑
- int i = index.fetch_add(1);
+ int i = wav_index.fetch_add(1);
if (i >= wav_list.size()) {
break;
}
gettimeofday(&start, NULL);
- FUNASR_RESULT Result=FunASRRecogFile(AsrHandle, wav_list[i].c_str(), RASR_NONE, NULL);
+ FUNASR_RESULT result=FunASRInfer(asr_handle, wav_list[i].c_str(), RASR_NONE, NULL, 16000);
gettimeofday(&end, NULL);
seconds = (end.tv_sec - start.tv_sec);
long taking_micros = ((seconds * 1000000) + end.tv_usec) - (start.tv_usec);
n_total_time += taking_micros;
- if(Result){
- string msg = FunASRGetResult(Result, 0);
- printf("Thread: %d Result: %s \n", this_thread::get_id(), msg.c_str());
+ if(result){
+ string msg = FunASRGetResult(result, 0);
+ LOG(INFO) << "Thread: " << this_thread::get_id() <<" Result: " << msg.c_str();
- float snippet_time = FunASRGetRetSnippetTime(Result);
+ float snippet_time = FunASRGetRetSnippetTime(result);
n_total_length += snippet_time;
- FunASRFreeResult(Result);
+ FunASRFreeResult(result);
}else{
- cout <<"No return data!";
+ LOG(ERROR) << ("No return data!\n");
}
-
}
{
lock_guard<mutex> guard(mtx);
@@ -76,61 +77,96 @@
}
}
+bool is_target_file(const std::string& filename, const std::string target) {
+ std::size_t pos = filename.find_last_of(".");
+ if (pos == std::string::npos) {
+ return false;
+ }
+ std::string extension = filename.substr(pos + 1);
+ return (extension == target);
+}
+
+void GetValue(TCLAP::ValueArg<std::string>& value_arg, string key, std::map<std::string, std::string>& model_path)
+{
+ if (value_arg.isSet()){
+ model_path.insert({key, value_arg.getValue()});
+ LOG(INFO)<< key << " : " << value_arg.getValue();
+ }
+}
+
int main(int argc, char *argv[])
{
+ google::InitGoogleLogging(argv[0]);
+ FLAGS_logtostderr = true;
- if (argc < 5)
- {
- printf("Usage: %s /path/to/model_dir /path/to/wav.scp quantize(true or false) nThreadNum \n", argv[0]);
- exit(-1);
- }
+ TCLAP::CmdLine cmd("funasr-onnx-offline-rtf", ' ', "1.0");
+ TCLAP::ValueArg<std::string> model_dir("", MODEL_DIR, "the model path, which contains model.onnx, config.yaml, am.mvn", true, "", "string");
+ TCLAP::ValueArg<std::string> quantize("", QUANTIZE, "false (Default), load the model of model.onnx in model_dir. If set true, load the model of model_quant.onnx in model_dir", false, "false", "string");
- // read wav.scp
- vector<string> wav_list;
- ifstream in(argv[2]);
- if (!in.is_open()) {
- printf("Failed to open file: %s", argv[2]);
- return 0;
- }
- string line;
- while(getline(in, line))
- {
- istringstream iss(line);
- string column1, column2;
- iss >> column1 >> column2;
- wav_list.push_back(column2);
- }
- in.close();
+ TCLAP::ValueArg<std::string> wav_path("", WAV_PATH, "the input could be: wav_path, e.g.: asr_example.wav; pcm_path, e.g.: asr_example.pcm; wav.scp, kaldi style wav list (wav_id \t wav_path)", true, "", "string");
+ TCLAP::ValueArg<std::int32_t> thread_num("", THREAD_NUM, "multi-thread num for rtf", true, 0, "int32_t");
- // model init
+ cmd.add(model_dir);
+ cmd.add(quantize);
+ cmd.add(wav_path);
+ cmd.add(thread_num);
+ cmd.parse(argc, argv);
+
+ std::map<std::string, std::string> model_path;
+ GetValue(model_dir, MODEL_DIR, model_path);
+ GetValue(quantize, QUANTIZE, model_path);
+ GetValue(wav_path, WAV_PATH, model_path);
+
struct timeval start, end;
gettimeofday(&start, NULL);
- // is quantize
- bool quantize = false;
- istringstream(argv[3]) >> boolalpha >> quantize;
- // thread num
- int nThreadNum = 1;
- nThreadNum = atoi(argv[4]);
+ FUNASR_HANDLE asr_handle=FunASRInit(model_path, 1);
- FUNASR_HANDLE AsrHandle=FunASRInit(argv[1], 1, quantize);
- if (!AsrHandle)
+ if (!asr_handle)
{
- printf("Cannot load ASR Model from: %s, there must be files model.onnx and vocab.txt", argv[1]);
+ LOG(ERROR) << "FunASR init failed";
exit(-1);
}
+
gettimeofday(&end, NULL);
long seconds = (end.tv_sec - start.tv_sec);
long modle_init_micros = ((seconds * 1000000) + end.tv_usec) - (start.tv_usec);
- printf("Model initialization takes %lfs.\n", (double)modle_init_micros / 1000000);
+ LOG(INFO) << "Model initialization takes " << (double)modle_init_micros / 1000000 << " s";
+
+ // read wav_scp
+ vector<string> wav_list;
+ string wav_path_ = model_path.at(WAV_PATH);
+ if(is_target_file(wav_path_, "wav") || is_target_file(wav_path_, "pcm")){
+ wav_list.emplace_back(wav_path_);
+ }
+ else if(is_target_file(wav_path_, "scp")){
+ ifstream in(wav_path_);
+ if (!in.is_open()) {
+ LOG(ERROR) << "Failed to open file: " << model_path.at(WAV_SCP) ;
+ return 0;
+ }
+ string line;
+ while(getline(in, line))
+ {
+ istringstream iss(line);
+ string column1, column2;
+ iss >> column1 >> column2;
+ wav_list.emplace_back(column2);
+ }
+ in.close();
+ }else{
+ LOG(ERROR)<<"Please check the wav extension!";
+ exit(-1);
+ }
// 澶氱嚎绋嬫祴璇�
float total_length = 0.0f;
long total_time = 0;
std::vector<std::thread> threads;
- for (int i = 0; i < nThreadNum; i++)
+ int rtf_threds = thread_num.getValue();
+ for (int i = 0; i < rtf_threds; i++)
{
- threads.emplace_back(thread(runReg, AsrHandle, wav_list, &total_length, &total_time, i));
+ threads.emplace_back(thread(runReg, asr_handle, wav_list, &total_length, &total_time, i));
}
for (auto& thread : threads)
@@ -138,11 +174,11 @@
thread.join();
}
- printf("total_time_wav %ld ms.\n", (long)(total_length * 1000));
- printf("total_time_comput %ld ms.\n", total_time / 1000);
- printf("total_rtf %05lf .\n", (double)total_time/ (total_length*1000000));
- printf("speedup %05lf .\n", 1.0/((double)total_time/ (total_length*1000000)));
+ LOG(INFO) << "total_time_wav " << (long)(total_length * 1000) << " ms";
+ LOG(INFO) << "total_time_comput " << total_time / 1000 << " ms";
+ LOG(INFO) << "total_rtf " << (double)total_time/ (total_length*1000000);
+ LOG(INFO) << "speedup " << 1.0/((double)total_time/ (total_length*1000000));
- FunASRUninit(AsrHandle);
+ FunASRUninit(asr_handle);
return 0;
}
--
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