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 | 84 +++++++++++++++++++++---------------------
1 files changed, 42 insertions(+), 42 deletions(-)
diff --git a/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp b/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
index 366d993..6ba65c6 100644
--- a/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
+++ b/funasr/runtime/onnxruntime/src/funasr-onnx-offline-rtf.cpp
@@ -10,7 +10,7 @@
#endif
#include <glog/logging.h>
-#include "libfunasrapi.h"
+#include "funasrruntime.h"
#include "tclap/CmdLine.h"
#include "com-define.h"
@@ -39,7 +39,7 @@
// warm up
for (size_t i = 0; i < 1; i++)
{
- FUNASR_RESULT result=FunASRRecogFile(asr_handle, 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) {
@@ -50,7 +50,7 @@
}
gettimeofday(&start, NULL);
- FUNASR_RESULT result=FunASRRecogFile(asr_handle, 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);
@@ -59,13 +59,13 @@
if(result){
string msg = FunASRGetResult(result, 0);
- printf("Thread: %d Result: %s \n", this_thread::get_id(), msg.c_str());
+ LOG(INFO) << "Thread: " << this_thread::get_id() <<" Result: " << msg.c_str();
float snippet_time = FunASRGetRetSnippetTime(result);
n_total_length += snippet_time;
FunASRFreeResult(result);
}else{
- cout <<"No return data!";
+ LOG(ERROR) << ("No return data!\n");
}
}
{
@@ -75,6 +75,15 @@
*total_time = n_total_time;
}
}
+}
+
+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)
@@ -87,42 +96,26 @@
int main(int argc, char *argv[])
{
- //google::InitGoogleLogging(argv[0]);
+ google::InitGoogleLogging(argv[0]);
+ FLAGS_logtostderr = true;
- TCLAP::CmdLine cmd("funasr-onnx-offline", ' ', "1.0");
- TCLAP::ValueArg<std::string> vad_model("", VAD_MODEL_PATH, "vad model path", false, "", "string");
- TCLAP::ValueArg<std::string> vad_cmvn("", VAD_CMVN_PATH, "vad cmvn path", false, "", "string");
+ 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");
- TCLAP::ValueArg<std::string> am_model("", AM_MODEL_PATH, "am model path", false, "", "string");
- TCLAP::ValueArg<std::string> am_cmvn("", AM_CMVN_PATH, "am cmvn path", false, "", "string");
- TCLAP::ValueArg<std::string> am_config("", AM_CONFIG_PATH, "am config path", false, "", "string");
-
- TCLAP::ValueArg<std::string> punc_model("", PUNC_MODEL_PATH, "punc model path", false, "", "string");
- TCLAP::ValueArg<std::string> punc_config("", PUNC_CONFIG_PATH, "punc config path", false, "", "string");
-
- TCLAP::ValueArg<std::string> wav_scp("", WAV_SCP, "wave scp path", true, "", "string");
+ 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");
- cmd.add(vad_model);
- cmd.add(vad_cmvn);
- cmd.add(am_model);
- cmd.add(am_cmvn);
- cmd.add(am_config);
- cmd.add(punc_model);
- cmd.add(punc_config);
- cmd.add(wav_scp);
+ 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(vad_model, VAD_MODEL_PATH, model_path);
- GetValue(vad_cmvn, VAD_CMVN_PATH, model_path);
- GetValue(am_model, AM_MODEL_PATH, model_path);
- GetValue(am_cmvn, AM_CMVN_PATH, model_path);
- GetValue(am_config, AM_CONFIG_PATH, model_path);
- GetValue(punc_model, PUNC_MODEL_PATH, model_path);
- GetValue(punc_config, PUNC_CONFIG_PATH, model_path);
- GetValue(wav_scp, WAV_SCP, 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);
@@ -130,21 +123,25 @@
if (!asr_handle)
{
- LOG(ERROR) << ("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.", (double)modle_init_micros / 1000000);
+ LOG(INFO) << "Model initialization takes " << (double)modle_init_micros / 1000000 << " s";
// read wav_scp
vector<string> wav_list;
- if(model_path.find(WAV_SCP)!=model_path.end()){
- ifstream in(model_path.at(WAV_SCP));
+ 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: %s", model_path.at(WAV_SCP));
+ LOG(ERROR) << "Failed to open file: " << model_path.at(WAV_SCP) ;
return 0;
}
string line;
@@ -156,6 +153,9 @@
wav_list.emplace_back(column2);
}
in.close();
+ }else{
+ LOG(ERROR)<<"Please check the wav extension!";
+ exit(-1);
}
// 澶氱嚎绋嬫祴璇�
@@ -174,10 +174,10 @@
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(asr_handle);
return 0;
--
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