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* 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.
*
*/
/**
* This sample application demonstrates an Iterative Encoder implementation.
* A constant quality mode is implemented where the user is able to specify a
* minimum and maximum PSNR-Y as well as maximum number of iterations per frame.
* The Iterative Encoder will:
* 1. Interrupt the encoder state after each encoded frame;
* 2. Check the Reconstructed frame's PSNR-Y (Reconstructed Frame Output API);
* 3. Compare against the user defined range of desired PSNRs;
* 4. Adjust the QP/CQ paramter for the next iteration (Reconfigure API);
* 5. After the desired PSNR range or maximum number of iterations is reached, the
* encoder state is advanced and the next frame is encoded
* This sample is compatible with rate controls Constant QP and VBR Constant Quality.
* The QP/CQ parameter is adjusted based on qpDelta input paramter (default: 1)
*/
#include <cuda.h>
#include <iostream>
#include <iomanip>
#include <memory>
#include <stdint.h>
#include "NvEncoder/NvEncoderCuda.h"
#include "NvEncoder/NvEncoderCudaIterative.h"
#include "../Utils/NvEncoderCLIOptions.h"
#include "../Utils/NvCodecUtils.h"
#include "../Common/AppEncUtils.h"
simplelogger::Logger *logger = simplelogger::LoggerFactory::CreateConsoleLogger();
void ShowEncoderBriefHelp()
{
std::ostringstream oss;
oss << "NVIDIA Video Encoder Quality Sample Application\n";
oss << "=========================================\n\n";
oss << "Usage: AppEncQual -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) << "-o <path>"
<< std::setw(12) << "Optional"
<< "codec-based (out.h264/hevc/av1)\n";
oss << std::left << std::setw(25) << "-s <WxH>"
<< std::setw(12) << "Required"
<< "N/A\n";
oss << std::left << std::setw(25) << "-if <format>"
<< std::setw(12) << "Optional"
<< "iyuv\n";
oss << std::left << std::setw(25) << "-gpu <n>"
<< std::setw(12) << "Optional"
<< "0\n";
oss << std::left << std::setw(25) << "-maxiter <n>"
<< std::setw(12) << "Optional"
<< "3\n";
oss << "\nFor detailed help, use -A/--advanced-options\n";
oss << "To view encoder capabilities, use -ec/--encode-caps\n";
std::cout << oss.str();
exit(0);
}
void ShowEncoderDetailedHelp()
{
std::ostringstream oss;
oss << "NVIDIA Video Encoder Quality Sample Application - Detailed Help\n";
oss << "=======================================================\n\n";
oss << "Usage: AppEncQual -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"
<< "Example\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.yuv\n";
oss << std::left << std::setw(25) << "-s <WxH>"
<< std::setw(12) << "Required"
<< std::setw(20) << "N/A"
<< "-s 1920x1080\n";
// Optional arguments
oss << std::left << std::setw(25) << "-o <path>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "codec-based"
<< "-o output.h264\n";
oss << std::left << std::setw(25) << "-if <format>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "iyuv"
<< "-if yuv444\n";
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) << "-maxiter <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "3"
<< "-maxiter 5\n";
oss << std::left << std::setw(25) << "-minpsnr <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "35"
<< "-minpsnr 35\n";
oss << std::left << std::setw(25) << "-maxpsnr <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "40"
<< "-maxpsnr 45\n";
oss << std::left << std::setw(25) << "-qd <n>"
<< std::setw(12) << "Optional"
<< std::setw(20) << "1"
<< "-qd 2\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) << "-o" << ": Output file path\n";
oss << std::left << std::setw(25) << "-s" << ": Input resolution in WxH format\n";
oss << std::left << std::setw(25) << "-if" << ": Input format (iyuv/nv12/yv12/nv16/p210/yuv444)\n";
oss << std::left << std::setw(25) << "-gpu" << ": Ordinal of GPU to use\n";
oss << std::left << std::setw(25) << "-maxiter" << ": Maximum number of iterations per frame\n";
oss << std::left << std::setw(25) << "-minpsnr" << ": Minimum target PSNR\n";
oss << std::left << std::setw(25) << "-maxpsnr" << ": Maximum target PSNR\n";
oss << std::left << std::setw(25) << "-qd" << ": Delta QP/CQ adjustment\n";
oss << std::left << std::setw(25) << "-h/--help" << ": Print basic usage information\n";
oss << std::left << std::setw(25) << "-A/--advanced-options" << ": Print detailed usage information\n";
oss << std::left << std::setw(25) << "-ec/--encode-caps" << ": Print encode capabilities of GPU\n";
// Important notes
oss << "\nNotes:\n";
oss << "------\n";
oss << "* This sample implements an Iterative Encoder for constant quality encoding\n";
oss << "* Width and height must be specified for encoding\n";
oss << "* Compatible with Constant QP and VBR Constant Quality rate controls only\n";
oss << "* CBR rate control is NOT supported by this application\n";
oss << "* The QP/CQ parameter is adjusted based on qpDelta (-qd) input parameter\n";
oss << std::endl;
oss << NvEncoderInitParam().GetHelpMessage(false, false, false, false, false, true, false, false, true) << std::endl;
oss << "\nTo view encode capabilities, use -ec/--encode-caps\n";
std::cout << oss.str();
exit(0);
}
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 ValidateQualityRange(uint32_t minQual, uint32_t maxQual)
{
if (minQual >= maxQual) {
std::ostringstream err;
err << "Please specify a minimum PSNR lower than the maximuim PSNR. Current minimum PSNR is " << minQual << " and maximum PSNR is " << maxQual << std::endl;
throw std::invalid_argument(err.str());
}
}
void ParseCommandLine(int argc, char *argv[], char *szInputFileName, int &nWidth, int &nHeight,
NV_ENC_BUFFER_FORMAT &eFormat, char *szOutputFileName, NvEncoderInitParam &initParam,
int &iGpu, uint32_t &nNumIterations, uint32_t &nMinTargetMetric, uint32_t &nMaxTargetMetric, uint32_t &nQPDelta)
{
std::ostringstream oss;
if (argc == 1) {
std::cout << "No Arguments provided! Please refer to the following for options:\n";
ShowEncoderBriefHelp();
}
for (int i = 1; i < argc; i++)
{
if (!_stricmp(argv[i], "-h") || !_stricmp(argv[i], "--help")) {
ShowEncoderBriefHelp();
}
if (!_stricmp(argv[i], "-A") || !_stricmp(argv[i], "--advanced-options")) {
ShowEncoderDetailedHelp();
}
if (!_stricmp(argv[i], "-ec") || !_stricmp(argv[i], "--encode-caps")) {
ShowEncoderCapability();
}
if (!_stricmp(argv[i], "-i"))
{
if (++i == argc)
{
ShowHelpAndExit("-i");
}
sprintf(szInputFileName, "%s", argv[i]);
continue;
}
if (!_stricmp(argv[i], "-o"))
{
if (++i == argc)
{
ShowHelpAndExit("-o");
}
sprintf(szOutputFileName, "%s", argv[i]);
continue;
}
if (!_stricmp(argv[i], "-s"))
{
if (++i == argc || 2 != sscanf(argv[i], "%dx%d", &nWidth, &nHeight))
{
ShowHelpAndExit("-s");
}
continue;
}
std::vector<std::string> vszFileFormatName =
{
"iyuv", "nv12", "yv12", "nv16", "p210", "yuv444",
};
NV_ENC_BUFFER_FORMAT aFormat[] =
{
NV_ENC_BUFFER_FORMAT_IYUV,
NV_ENC_BUFFER_FORMAT_NV12,
NV_ENC_BUFFER_FORMAT_YV12,
NV_ENC_BUFFER_FORMAT_NV16,
NV_ENC_BUFFER_FORMAT_P210,
NV_ENC_BUFFER_FORMAT_YUV444,
};
if (!_stricmp(argv[i], "-if"))
{
if (++i == argc)
{
ShowHelpAndExit("-if");
}
auto it = find(vszFileFormatName.begin(), vszFileFormatName.end(), argv[i]);
if (it == vszFileFormatName.end())
{
ShowHelpAndExit("-if");
}
eFormat = aFormat[it - vszFileFormatName.begin()];
continue;
}
if (!_stricmp(argv[i], "-gpu")) {
if (++i == argc) {
ShowHelpAndExit("-gpu");
}
iGpu = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-maxiter"))
{
if (++i == argc)
{
ShowHelpAndExit("-maxiter");
}
nNumIterations = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-minpsnr"))
{
if (++i == argc)
{
ShowHelpAndExit("-minpsnr");
}
nMinTargetMetric = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-maxpsnr"))
{
if (++i == argc)
{
ShowHelpAndExit("-maxpsnr");
}
nMaxTargetMetric = atoi(argv[i]);
continue;
}
if (!_stricmp(argv[i], "-qd"))
{
if (++i == argc)
{
ShowHelpAndExit("-qd");
}
nQPDelta = atoi(argv[i]);
continue;
}
// Regard as encoder parameter
if (argv[i][0] != '-') {
ShowHelpAndExit(argv[i]);
}
oss << argv[i] << " ";
while (i + 1 < argc && argv[i + 1][0] != '-') {
oss << argv[++i] << " ";
}
}
initParam = NvEncoderInitParam(oss.str().c_str());
}
template<class EncoderClass>
void InitializeEncoder(EncoderClass &pEnc, NvEncoderInitParam encodeCLIOptions, NV_ENC_BUFFER_FORMAT eFormat, uint32_t nIterations)
{
NV_ENC_INITIALIZE_PARAMS initializeParams = { NV_ENC_INITIALIZE_PARAMS_VER };
NV_ENC_CONFIG encodeConfig = { NV_ENC_CONFIG_VER };
initializeParams.encodeConfig = &encodeConfig;
pEnc->CreateDefaultEncoderParams(&initializeParams, encodeCLIOptions.GetEncodeGUID(), encodeCLIOptions.GetPresetGUID(), encodeCLIOptions.GetTuningInfo());
encodeCLIOptions.SetInitParams(&initializeParams, eFormat);
initializeParams.enableReconFrameOutput = true; // NVENC Reconstructed Frame Output API
initializeParams.enableOutputStats = true; // Encoded Frame Stats API
initializeParams.numStateBuffers = nIterations; // Iterative encoding API
pEnc->CreateEncoder(&initializeParams);
}
void EncQual(char *szInFilePath, char *szOutFilePath, int nWidth, int nHeight, NV_ENC_BUFFER_FORMAT eFormat, int iGpu, NvEncoderInitParam &encodeCLIOptions, uint32_t nNumIterations, uint32_t minTargetQuality, uint32_t maxTargetQuality, uint32_t nQPDelta)
{
// Open input file
std::ifstream fpIn(szInFilePath, std::ifstream::in | std::ifstream::binary);
if (!fpIn)
{
std::ostringstream err;
err << "Unable to open input file: " << szInFilePath << std::endl;
throw std::invalid_argument(err.str());
}
// Open output file
std::ofstream fpOut(szOutFilePath, std::ios::out | std::ios::binary);
if (!fpOut)
{
std::ostringstream err;
err << "Unable to open output file: " << szOutFilePath << std::endl;
throw std::invalid_argument(err.str());
}
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;
}
CUdevice cuDevice = 0;
ck(cuDeviceGet(&cuDevice, iGpu));
char szDeviceName[80];
ck(cuDeviceGetName(szDeviceName, sizeof(szDeviceName), cuDevice));
std::cout << "GPU in use: " << szDeviceName << std::endl;
CUcontext cuContext = NULL;
ck(NVCODEC_CUDA_CTX_CREATE(&cuContext, 0, cuDevice));
std::unique_ptr<NvEncoderCudaIterative> pEnc(new NvEncoderCudaIterative(cuContext, nWidth, nHeight, eFormat));
InitializeEncoder(pEnc, encodeCLIOptions, eFormat, nNumIterations);
uint32_t nFrameBufferSize = pEnc->GetEncoderBufferCount();
uint32_t nFrameSize = pEnc->GetFrameSize();
uint32_t nDeviceFrameSize = pEnc->GetFrameSize(pEnc->GetCUDAPitch());
NV_ENC_INITIALIZE_PARAMS initializeParams = pEnc->GetinitializeParams();
NV_ENC_RECONFIGURE_PARAMS reconfigureParams;
NV_ENC_CONFIG reInitCodecConfig;
NV_ENC_RECONFIGURE_PARAMS reconfigureParamsOrg; // backup params
memset(&reconfigureParamsOrg, 0, sizeof(reconfigureParamsOrg));
reconfigureParamsOrg.version = NV_ENC_RECONFIGURE_PARAMS_VER;
memcpy(&reconfigureParamsOrg.reInitEncodeParams, &initializeParams, sizeof(initializeParams));
NV_ENC_CONFIG reInitCodecConfigOrg;
memset(&reInitCodecConfigOrg, 0, sizeof(reInitCodecConfigOrg));
reInitCodecConfigOrg.version = NV_ENC_CONFIG_VER;
memcpy(&reInitCodecConfigOrg, initializeParams.encodeConfig, sizeof(reInitCodecConfigOrg));
std::cout << std::endl;
std::cout << "-- Running Iterative Encoder --" << std::endl;
std::cout << "Target PSNR-Y range: [" << minTargetQuality << "dB, " << maxTargetQuality << "dB]" << std::endl;
switch (initializeParams.encodeConfig->rcParams.rateControlMode)
{
case NV_ENC_PARAMS_RC_CONSTQP:
{
memcpy(&reconfigureParams, &reconfigureParamsOrg, sizeof(reconfigureParamsOrg));
memcpy(&reInitCodecConfig, &reInitCodecConfigOrg, sizeof(reInitCodecConfigOrg));
reconfigureParams.reInitEncodeParams.encodeConfig = &reInitCodecConfig;
NV_ENC_QP QP;
QP.qpIntra = initializeParams.encodeConfig->rcParams.constQP.qpIntra;
if(!QP.qpIntra)
{
std::cout << "Warning: QP = 0. The QP should be higher than 0 for this sample. Otherwise an infinite PSNR is being targeted. Adjusting to QP = 20." << std::endl;
QP.qpIntra = 20;
}
QP.qpInterP = QP.qpIntra;
QP.qpInterB = QP.qpIntra;
reconfigureParams.reInitEncodeParams.encodeConfig->rcParams.constQP = QP;
std::cout << "Rate Control: Constant QP (QP = " << QP.qpIntra << ")" << std::endl;
std::cout << "QP delta = " << nQPDelta << std::endl;
reconfigureParams.reInitEncodeParams.encodeConfig->rcParams.rateControlMode = NV_ENC_PARAMS_RC_CONSTQP;
break;
}
case NV_ENC_PARAMS_RC_VBR:
{
memcpy(&reconfigureParams, &reconfigureParamsOrg, sizeof(reconfigureParamsOrg));
memcpy(&reInitCodecConfig, &reInitCodecConfigOrg, sizeof(reInitCodecConfigOrg));
reconfigureParams.reInitEncodeParams.encodeConfig = &reInitCodecConfig;
uint8_t targetQuality = initializeParams.encodeConfig->rcParams.targetQuality;
reconfigureParams.reInitEncodeParams.encodeConfig->rcParams.targetQuality = targetQuality;
std::cout << "Rate Control: VBR Constant Quality (init CQ = " << uint32_t(targetQuality) << ")" << std::endl;
std::cout << "CQ delta = " << nQPDelta << std::endl;
std::cout << "Maxbitrate = " << (float)(reconfigureParams.reInitEncodeParams.encodeConfig->rcParams.maxBitRate)/1000000 << " Mbit/s" << std::endl;
reconfigureParams.reInitEncodeParams.encodeConfig->rcParams.rateControlMode = NV_ENC_PARAMS_RC_VBR;
break;
}
default:
std::ostringstream err;
err << "Error: This sample does not support CBR rate control." << std::endl;
throw std::invalid_argument(err.str());
break;
}
std::cout << std::endl;
// Allocate host and device memory
uint8_t* vHostFrame; // allocate single buffer for host (pinned memory)
ck(cuMemAllocHost((void**)&vHostFrame, nFrameSize));
std::vector<CUdeviceptr> vDeviceFrameBuffer(nFrameBufferSize);
for (size_t i = 0; i < nFrameBufferSize; i++)
ck(cuMemAlloc(&vDeviceFrameBuffer[i], nDeviceFrameSize));
int nFrame = 0;
StopWatch processingTime;
processingTime.Start();
while (true)
{
// Load the next frame from disk
std::streamsize nRead = fpIn.read(reinterpret_cast<char*>(vHostFrame), nFrameSize).gcount();
// For receiving encoded packets
std::vector<std::vector<uint8_t>> vPacket;
if (nRead == nFrameSize)
{
const NvEncInputFrame* encoderInputFrame = pEnc->GetNextInputFrame(nFrame); // Copy frame to device
NvEncoderCuda::CopyToDeviceFrame(cuContext, vHostFrame, 0, (CUdeviceptr)encoderInputFrame->inputPtr,
(int)encoderInputFrame->pitch,
pEnc->GetEncodeWidth(),
pEnc->GetEncodeHeight(),
CU_MEMORYTYPE_HOST,
encoderInputFrame->bufferFormat,
encoderInputFrame->chromaOffsets,
encoderInputFrame->numChromaPlanes);
// Create backup frame buffer on device for metric calculation
NvEncoderCuda::CopyToDeviceFrame(cuContext, encoderInputFrame->inputPtr, encoderInputFrame->pitch, (CUdeviceptr)vDeviceFrameBuffer[nFrame % nFrameBufferSize],
(int)encoderInputFrame->pitch,
pEnc->GetEncodeWidth(),
pEnc->GetEncodeHeight(),
CU_MEMORYTYPE_DEVICE,
encoderInputFrame->bufferFormat,
encoderInputFrame->chromaOffsets,
encoderInputFrame->numChromaPlanes);
pEnc->EncodeFrameConstantQuality(vPacket, vDeviceFrameBuffer, &reconfigureParams, minTargetQuality, maxTargetQuality, nQPDelta, nFrame);
}
else
{
pEnc->EndEncode(vPacket, vDeviceFrameBuffer, &reconfigureParams, minTargetQuality, maxTargetQuality, nQPDelta, nFrame);
}
nFrame++;
for (std::vector<uint8_t> &packet : vPacket)
{
// For each encoded packet
fpOut.write(reinterpret_cast<char*>(packet.data()), packet.size());
}
if (nRead != nFrameSize) break;
}
double pT = processingTime.Stop();
std::cout << "Processing time = " << pT << " seconds, FPS=" << (nFrame - 1) / pT << " (#frames=" << (nFrame - 1) << ")" << std::endl;
// Free host and device memory
cuMemFreeHost(vHostFrame);
for (size_t i = 0; i < nFrameBufferSize; i++)
cuMemFree(vDeviceFrameBuffer[i]);
pEnc->DestroyEncoder();
std::cout << "Total frames encoded: " << nFrame - 1 << std::endl;
fpOut.close();
fpIn.close();
}
int main(int argc, char **argv)
{
char szInFilePath[256] = "",
szOutFilePath[256] = "";
int nWidth = 0, nHeight = 0;
NV_ENC_BUFFER_FORMAT eFormat = NV_ENC_BUFFER_FORMAT_IYUV;
int iGpu = 0;
uint32_t nMaxNumIterations = 3;
uint32_t nMinTargetQuality = 35;
uint32_t nMaxTargetQuality = 40;
uint32_t nQPDelta = 1;
try
{
NvEncoderInitParam encodeCLIOptions;
ParseCommandLine(argc, argv, szInFilePath, nWidth, nHeight, eFormat, szOutFilePath, encodeCLIOptions, iGpu, nMaxNumIterations, nMinTargetQuality, nMaxTargetQuality, nQPDelta);
CheckInputFile(szInFilePath);
ValidateResolution(nWidth, nHeight);
ValidateQualityRange(nMinTargetQuality, nMaxTargetQuality);
if (!*szOutFilePath) {
sprintf(szOutFilePath, encodeCLIOptions.IsCodecH264() ? "out.h264" : encodeCLIOptions.IsCodecHEVC() ? "out.hevc" : "out.av1");
}
EncQual(szInFilePath, szOutFilePath, nWidth, nHeight, eFormat, iGpu, encodeCLIOptions, nMaxNumIterations, nMinTargetQuality, nMaxTargetQuality, nQPDelta);
}
catch (const std::exception &e)
{
std::cout << e.what();
}
return 0;
}
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