codekingpro's picture
Upload folder using huggingface_hub
ea55f45 verified
Raw
History Blame Contribute Delete
15.7 kB
/*
* Copyright 2017-2024 NVIDIA Corporation. All rights reserved.
*
* Please refer to the NVIDIA end user license agreement (EULA) associated
* with this source code for terms and conditions that govern your use of
* this software. Any use, reproduction, disclosure, or distribution of
* this software and related documentation outside the terms of the EULA
* is strictly prohibited.
*
*/
//---------------------------------------------------------------------------
//! \file AppDecPerf.cpp
//! \brief Source file for AppDecPerf sample
//!
//! This sample application measures decoding performance in FPS.
//! The application creates multiple host threads and runs a different decoding session on each thread.
//! The number of threads can be controlled by the CLI option "-thread".
//! The application creates 2 host threads, each with a separate decode session, by default.
//! The application supports measuring the decode performance only (keeping decoded
//! frames in device memory as well as measuring the decode performance including transfer
//! of frames to the host memory.
//---------------------------------------------------------------------------
#include <cuda.h>
#include <cudaProfiler.h>
#include <stdio.h>
#include <iostream>
#include <thread>
#include <chrono>
#include <string.h>
#include <memory>
#include "NvDecoder/NvDecoder.h"
#include "../Utils/NvCodecUtils.h"
#include "../Utils/FFmpegDemuxer.h"
#include "../Common/AppDecUtils.h"
#include <chrono>
#include <future>
#include <iomanip>
simplelogger::Logger *logger = simplelogger::LoggerFactory::CreateConsoleLogger();
struct SessionStats
{
int64_t initTime; // session initialization time
int64_t decodeTime; // time taken by actual decoding operation
int frames; // number of frames decoded
};
using NvDecodePromise = std::promise<SessionStats>;
using NvDecodeFuture = std::future<SessionStats>;
class NvDecoderPerf : public NvDecoder
{
public:
NvDecoderPerf(CUcontext cuContext, bool bUseDeviceFrame, cudaVideoCodec eCodec);
void SetSessionInitTime(int64_t duration) { m_sessionInitTime = duration; }
int64_t GetSessionInitTime() { return m_sessionInitTime; }
static void IncrementSessionInitCounter() { m_sessionInitCounter++; }
static uint32_t GetSessionInitCounter() { return m_sessionInitCounter; }
static void SetSessionCount(uint32_t count) { m_sessionCount = count; }
static uint32_t GetSessionCount(void) { return m_sessionCount; }
protected:
int HandleVideoSequence(CUVIDEOFORMAT *pVideoFormat);
int64_t m_sessionInitTime;
static std::mutex m_initMutex;
static std::condition_variable m_cvInit;
static uint32_t m_sessionInitCounter;
static uint32_t m_sessionCount;
};
std::mutex NvDecoderPerf::m_initMutex;
std::condition_variable NvDecoderPerf::m_cvInit;
uint32_t NvDecoderPerf::m_sessionInitCounter = 0;
uint32_t NvDecoderPerf::m_sessionCount = 1;
NvDecoderPerf::NvDecoderPerf(CUcontext cuContext, bool bUseDeviceFrame, cudaVideoCodec eCodec)
: NvDecoder(cuContext, bUseDeviceFrame, eCodec)
{
}
int NvDecoderPerf::HandleVideoSequence(CUVIDEOFORMAT *pVideoFormat)
{
auto sessionStart = std::chrono::high_resolution_clock::now();
int nDecodeSurface = NvDecoder::HandleVideoSequence(pVideoFormat);
std::unique_lock<std::mutex> lock(m_initMutex);
IncrementSessionInitCounter();
// Wait for all threads to finish initialization of the decoder session.
// This ensures that all threads start decoding frames at the same
// time and saturate the decoder engines. This also leads to more
// accurate measurement of decoding performance.
if (GetSessionInitCounter() == GetSessionCount())
{
m_cvInit.notify_all();
}
else
{
m_cvInit.wait(lock, [] { return NvDecoderPerf::GetSessionInitCounter() >= NvDecoderPerf::GetSessionCount(); });
}
auto sessionEnd = std::chrono::high_resolution_clock::now();
int64_t elapsedTime = std::chrono::duration_cast<std::chrono::milliseconds>(sessionEnd - sessionStart).count();
SetSessionInitTime(elapsedTime);
return nDecodeSurface;
}
/**
* @brief Function to decode media file using NvDecoder interface
* @param pDec - Handle to NvDecoder
* @param demuxer - Pointer to an FFmpegDemuxer instance
* @param pnFrame - Variable to record the number of frames decoded
* @param ex - Stores current exception in case of failure
*/
void DecProc(NvDecoderPerf *pDec, FFmpegDemuxer *demuxer, NvDecodePromise& promise, std::exception_ptr &ex)
{
SessionStats stats = {0, 0, 0};
auto sessionStart = std::chrono::high_resolution_clock::now();
try
{
int nVideoBytes = 0, nFrameReturned = 0, nFrame = 0;
uint8_t *pVideo = NULL, *pFrame = NULL;
do {
demuxer->Demux(&pVideo, &nVideoBytes);
nFrameReturned = pDec->Decode(pVideo, nVideoBytes);
if (!nFrame && nFrameReturned)
LOG(INFO) << pDec->GetVideoInfo();
nFrame += nFrameReturned;
} while (nVideoBytes);
stats.frames = nFrame;
stats.initTime = pDec->GetSessionInitTime();
}
catch (std::exception&)
{
ex = std::current_exception();
}
auto sessionEnd = std::chrono::high_resolution_clock::now();
stats.decodeTime = std::chrono::duration_cast<std::chrono::milliseconds>(sessionEnd - sessionStart).count();
promise.set_value(stats);
}
static void ShowBriefHelp()
{
std::ostringstream oss;
oss << "NVIDIA Video Decoder Performance Sample Application\n";
oss << "============================================\n\n";
oss << "Usage: AppDecPerf -i <input_file> [options]\n\n";
// Brief table of core arguments
oss << "Common Arguments:\n";
oss << std::left << std::setw(25) << "Argument"
<< std::setw(12) << "Type"
<< "Default Value\n";
oss << std::string(50, '-') << "\n";
oss << std::left << std::setw(25) << "-i <path>"
<< std::setw(12) << "Required"
<< "N/A\n";
oss << std::left << std::setw(25) << "-gpu <n>"
<< std::setw(12) << "Optional"
<< "0\n";
oss << std::left << std::setw(25) << "-thread <n>"
<< std::setw(12) << "Optional"
<< "2\n";
oss << std::left << std::setw(25) << "-single"
<< std::setw(12) << "Optional"
<< "false\n";
oss << std::left << std::setw(25) << "-host"
<< std::setw(12) << "Optional"
<< "false\n";
oss << "\nFor detailed help, use -A/--advanced-options\n";
oss << "To view decode capabilities, use -dc/--decode-caps\n";
std::cout << oss.str();
exit(0);
}
static void ShowDetailedHelp()
{
std::ostringstream oss;
oss << "NVIDIA Video Decoder Performance Sample Application - Detailed Help\n";
oss << "========================================================\n\n";
oss << "Usage: AppDecPerf -i <input_file> [options]\n\n";
// Full table of all arguments
oss << "All Arguments:\n";
oss << std::left << std::setw(25) << "Argument"
<< std::setw(12) << "Type"
<< std::setw(20) << "Default Value"
<< "Usage\n";
oss << std::string(80, '-') << "\n";
// Required arguments
oss << std::left << std::setw(25) << "-i <path>"
<< std::setw(12) << "Required"
<< std::setw(20) << "N/A"
<< "-i input.h264\n";
// Optional arguments
oss << std::left << std::setw(25) << "-gpu <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "0"
<< "-gpu 1\n";
oss << std::left << std::setw(25) << "-thread <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "2"
<< "-thread 4\n";
oss << std::left << std::setw(25) << "-single"
<< std::setw(12) << "Optional"
<< std::setw(20) << "false"
<< "-single\n";
oss << std::left << std::setw(25) << "-host"
<< std::setw(12) << "Optional"
<< std::setw(20) << "false"
<< "-host\n";
// Detailed descriptions
oss << "\nDetailed Descriptions:\n";
oss << "-------------------\n";
oss << std::left << std::setw(25) << "-i" << ": Input file path\n";
oss << std::left << std::setw(25) << "-gpu" << ": Ordinal of GPU to use\n";
oss << std::left << std::setw(25) << "-thread" << ": Number of decoding threads\n";
oss << std::left << std::setw(25) << "-single" << ": Use single context\n";
oss << std::left << std::setw(25) << "-host" << ": Copy frame to host memory\n";
oss << std::left << std::setw(25) << "-h/--help" << ": Print usage information for common commandline options\n";
oss << std::left << std::setw(25) << "-A/--advanced-options" << ": Print usage information for common and advanced commandline options\n";
oss << std::left << std::setw(25) << "-dc/--decode-caps" << ": Print decode capabilities of GPU\n";
// Important notes
oss << "\nNotes:\n";
oss << "------\n";
oss << "* Single context may result in suboptimal performance\n";
oss << "* Host memory copy may result in suboptimal performance\n";
oss << "* Multiple contexts are used by default\n";
oss << "* Device memory is used by default\n";
oss << std::endl;
oss << "To view decode capabilities, use -dc/--decode-caps\n";
std::cout << oss.str();
exit(0);
}
static void ShowHelpAndExit(const char *szBadOption = NULL)
{
if (szBadOption)
{
std::ostringstream oss;
oss << "Error parsing \"" << szBadOption << "\"\n";
oss << "Use -h/--help for basic usage or -A/--advanced-options for detailed information\n";
throw std::invalid_argument(oss.str());
}
}
void ParseCommandLine(int argc, char *argv[], char *szInputFileName, int &iGpu, int &nThread, bool &bSingle, bool &bHost)
{
if (argc == 1) {
std::cout << "No Arguments provided! Please refer to the following for options:" << "\"\n";
ShowBriefHelp();
}
for (int i = 1; i < argc; i++) {
if (!_stricmp(argv[i], "-h") || !_stricmp(argv[i], "--help")) {
ShowBriefHelp();
}
if (!_stricmp(argv[i], "-A") || !_stricmp(argv[i], "--advanced-options")) {
ShowDetailedHelp();
}
if (!_stricmp(argv[i], "-dc") || !_stricmp(argv[i], "--decode-caps")) {
ShowDecoderCapability();
}
if (!_stricmp(argv[i], "-i")) {
if (++i == argc) {
ShowHelpAndExit("-i");
}
sprintf(szInputFileName, "%s", argv[i]);
continue;
}
if (!_stricmp(argv[i], "-gpu")) {
if (++i == argc) {
ShowHelpAndExit("-gpu");
}
iGpu = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-thread")) {
if (++i == argc) {
ShowHelpAndExit("-thread");
}
nThread = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-single")) {
bSingle = true;
continue;
}
if (!_stricmp(argv[i], "-host")) {
bHost = true;
continue;
}
ShowHelpAndExit(argv[i]);
}
}
struct NvDecPerfData
{
uint8_t *pBuf;
std::vector<uint8_t *> *pvpPacketData;
std::vector<int> *pvpPacketDataSize;
};
int CUDAAPI HandleVideoData(void *pUserData, CUVIDSOURCEDATAPACKET *pPacket) {
NvDecPerfData *p = (NvDecPerfData *)pUserData;
memcpy(p->pBuf, pPacket->payload, pPacket->payload_size);
p->pvpPacketData->push_back(p->pBuf);
p->pvpPacketDataSize->push_back(pPacket->payload_size);
p->pBuf += pPacket->payload_size;
return 1;
}
int main(int argc, char **argv)
{
char szInFilePath[256] = "";
int iGpu = 0;
int nThread = 2;
bool bSingle = false;
bool bHost = false;
std::vector<std::exception_ptr> vExceptionPtrs;
std::vector<NvDecodePromise> vPromise;
std::vector<NvDecodeFuture> vFuture;
try {
ParseCommandLine(argc, argv, szInFilePath, iGpu, nThread, bSingle, bHost);
CheckInputFile(szInFilePath);
struct stat st;
if (stat(szInFilePath, &st) != 0) {
return 1;
}
int nBufSize = st.st_size;
uint8_t *pBuf = NULL;
try {
pBuf = new uint8_t[nBufSize];
}
catch (std::bad_alloc) {
std::cout << "Failed to allocate memory in BufferedReader" << std::endl;
return 1;
}
std::vector<uint8_t *> vpPacketData;
std::vector<int> vnPacketData;
NvDecPerfData userData = { pBuf, &vpPacketData, &vnPacketData };
ck(cuInit(0));
int nGpu = 0;
ck(cuDeviceGetCount(&nGpu));
if (iGpu < 0 || iGpu >= nGpu) {
std::cout << "GPU ordinal out of range. Should be within [" << 0 << ", " << nGpu - 1 << "]" << std::endl;
return 1;
}
CUdevice cuDevice = 0;
ck(cuDeviceGet(&cuDevice, iGpu));
char szDeviceName[80];
ck(cuDeviceGetName(szDeviceName, sizeof(szDeviceName), cuDevice));
std::cout << "GPU in use: " << szDeviceName << std::endl;
std::vector<std::unique_ptr<FFmpegDemuxer>> vDemuxer;
std::vector<std::unique_ptr<NvDecoderPerf>> vDec;
CUcontext cuContext = NULL;
ck(NVCODEC_CUDA_CTX_CREATE(&cuContext, 0, cuDevice));
vExceptionPtrs.resize(nThread);
vPromise.resize(nThread);
for (int i = 0; i < nThread; i++)
{
if (!bSingle)
{
ck(NVCODEC_CUDA_CTX_CREATE(&cuContext, 0, cuDevice));
}
std::unique_ptr<FFmpegDemuxer> demuxer(new FFmpegDemuxer(szInFilePath));
NvDecoderPerf* sessionObject = new NvDecoderPerf(cuContext, !bHost, FFmpeg2NvCodecId(demuxer->GetVideoCodec()));
std::unique_ptr<NvDecoderPerf> dec(sessionObject);
vDemuxer.push_back(std::move(demuxer));
vDec.push_back(std::move(dec));
}
NvDecoderPerf::SetSessionCount(nThread);
float totalFPS = 0;
std::vector<NvThread> vThread;
for (int i = 0; i < nThread; i++)
{
vThread.push_back(NvThread(std::thread(DecProc, vDec[i].get(), vDemuxer[i].get(), std::ref(vPromise[i]), std::ref(vExceptionPtrs[i]))));
vFuture.push_back(vPromise[i].get_future());
}
int nTotal = 0;
for (int i = 0; i < nThread; i++)
{
SessionStats stats = vFuture[i].get();
nTotal += stats.frames;
totalFPS += (stats.frames / ((stats.decodeTime - stats.initTime) / 1000.0f));
vThread[i].join();
vDec[i].reset(nullptr);
}
std::cout << "Total Frames Decoded=" << nTotal << " FPS = " << totalFPS << std::endl;
ck(cuProfilerStop());
for (int i = 0; i < nThread; i++)
{
if (vExceptionPtrs[i])
{
std::rethrow_exception(vExceptionPtrs[i]);
}
}
}
catch (const std::exception& ex)
{
std::cout << ex.what();
exit(1);
}
return 0;
}