video_codec_sdk/Samples/AppEncode/AppEncCuda/AppEncCuda.cpp

/*

* 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 illustrates encoding of frames in CUDA device buffers.

*  The application reads the image data from file and loads it to CUDA input

*  buffers obtained from the encoder using NvEncoder::GetNextInputFrame().

*  The encoder subsequently maps the CUDA buffers for encoder using NvEncodeAPI

*  and submits them to NVENC hardware for encoding as part of EncodeFrame() function.

*  The NVENC hardware output is written in system memory for this case.

*

*  This sample application also illustrates the use of video memory buffer allocated

*  by the application to get the NVENC hardware output. This feature can be used

*  for H264 ME-only mode, H264 encode and HEVC encode. This application copies the NVENC output

*  from video memory buffer to host memory buffer in order to dump to a file, but this

*  is not needed if application choose to use it in some other way.

*

*  Since, encoding may involve CUDA pre-processing on the input and post-processing on

*  output, use of CUDA streams is also illustrated to pipeline the CUDA pre-processing

*  and post-processing tasks, for output in video memory case.

*

*  CUDA streams can be used for H.264 ME-only, HEVC ME-only, H264 encode, HEVC encode and AV1 encode.

*/

#include <fstream>
#include <iostream>
#include <memory>
#include <cuda.h>
#include "../Utils/NvCodecUtils.h"
#include "NvEncoder/NvEncoderCuda.h"
#include "NvEncoder/NvEncoderOutputInVidMemCuda.h"
#include "../Utils/Logger.h"
#include "../Utils/NvEncoderCLIOptions.h"
#include "../Common/AppEncUtils.h"

simplelogger::Logger *logger = simplelogger::LoggerFactory::CreateConsoleLogger();

// This class allocates CUStream.
// It also sets the input and output CUDA stream in the driver, which will be used for pipelining
// pre and post processing CUDA tasks
class NvCUStream
{
public:
	NvCUStream(CUcontext cuDevice, int cuStreamType, std::unique_ptr<NvEncoderOutputInVidMemCuda> &pEnc)
	{
		device = cuDevice;
		CUDA_DRVAPI_CALL(cuCtxPushCurrent(device));

		// Create CUDA streams
		if (cuStreamType == 1)
		{
			ck(cuStreamCreate(&inputStream, CU_STREAM_DEFAULT));
			outputStream = inputStream;
		}
		else if (cuStreamType == 2)
		{
			ck(cuStreamCreate(&inputStream, CU_STREAM_DEFAULT));
			ck(cuStreamCreate(&outputStream, CU_STREAM_DEFAULT));
		}

		CUDA_DRVAPI_CALL(cuCtxPopCurrent(NULL));

		// Set input and output CUDA streams in driver
		pEnc->SetIOCudaStreams((NV_ENC_CUSTREAM_PTR)&inputStream, (NV_ENC_CUSTREAM_PTR)&outputStream);
	}

	~NvCUStream()
	{
		ck(cuCtxPushCurrent(device));

		if (inputStream == outputStream)
		{
			if (inputStream != NULL)
				ck(cuStreamDestroy(inputStream));
		}
		else
		{
			if (inputStream != NULL)
				ck(cuStreamDestroy(inputStream));

			if (outputStream != NULL)
				ck(cuStreamDestroy(outputStream));
		}

		ck(cuCtxPopCurrent(NULL));
	}

	CUstream GetOutputCUStream() { return outputStream; };
	CUstream GetInputCUStream() { return inputStream; };

private:
	CUcontext device;
	CUstream inputStream = NULL, outputStream = NULL;
};

// This class computes CRC of encode frame using CUDA kernel
class CRC
{
public:
	CRC(CUcontext cuDevice, uint32_t bufferSize)
	{
		device = cuDevice;

		ck(cuCtxPushCurrent(device));

		// Allocate video memory buffer to store CRC of encoded frame
		ck(cuMemAlloc(&crcVidMem, bufferSize));

		ck(cuCtxPopCurrent(NULL));
	}

	~CRC()
	{
		ck(cuCtxPushCurrent(device));

		ck(cuMemFree(crcVidMem));

		ck(cuCtxPopCurrent(NULL));
	}

	void GetCRC(NV_ENC_OUTPUT_PTR pVideoMemBfr, CUstream outputStream)

	{
		ComputeCRC((uint8_t *)pVideoMemBfr, (uint32_t *)crcVidMem, outputStream);
	}

	CUdeviceptr GetCRCVidMemPtr() { return crcVidMem; };

private:
	CUcontext device;
	CUdeviceptr crcVidMem = 0;
};

// This class dumps the output - CRC and encoded stream, to a file.
// Output is first copied to host buffer and then dumped to a file.
class DumpVidMemOutput
{
public:
	DumpVidMemOutput(CUcontext cuDevice, uint32_t size, char *outFilePath, bool bUseCUStream)
	{
		device = cuDevice;
		bfrSize = size;
		bCRC = bUseCUStream;

		ck(cuCtxPushCurrent(device));

		// Allocate host memory buffer to copy encoded output and CRC
		ck(cuMemAllocHost((void **)&pHostMemEncOp, (bfrSize + (bCRC ? 4 : 0))));

		ck(cuCtxPopCurrent(NULL));

		// Open file to dump CRC
		if (bCRC)
		{
			crcFile = std::string(outFilePath) + "_crc.txt";
			fpCRCOut.open(crcFile, std::ios::out);
			pHostMemCRC = (uint32_t *)((uint8_t *)pHostMemEncOp + bfrSize);
		}
	}

	~DumpVidMemOutput()
	{
		ck(cuCtxPushCurrent(device));

		ck(cuMemFreeHost(pHostMemEncOp));

		ck(cuCtxPopCurrent(NULL));

		if (bCRC)
		{
			fpCRCOut.close();
			std::cout << "CRC saved in file: " << crcFile << std::endl;
		}
	}

	void DumpOutputToFile(CUdeviceptr pEncFrameBfr, CUdeviceptr pCRCBfr, std::ofstream &fpOut, uint32_t nFrame, bool &bWriteIVFFileHeader, NV_ENC_INITIALIZE_PARAMS &pInitializeParams)

	{
		ck(cuCtxPushCurrent(device));

		// Copy encoded frame from video memory buffer to host memory buffer
		ck(cuMemcpyDtoH(pHostMemEncOp, pEncFrameBfr, bfrSize));

		// Copy encoded frame CRC from video memory buffer to host memory buffer
		if (bCRC)
		{
			ck(cuMemcpyDtoH(pHostMemCRC, pCRCBfr, 4));
		}

		ck(cuCtxPopCurrent(NULL));

		// Write encoded bitstream in file
		uint32_t offset = sizeof(NV_ENC_ENCODE_OUT_PARAMS);
		uint32_t bitstream_size = ((NV_ENC_ENCODE_OUT_PARAMS *)pHostMemEncOp)->bitstreamSizeInBytes;
		uint8_t * ptr = pHostMemEncOp + offset;

		IVFUtils iVFUtils;
		int64_t pts = 0;
		std::vector<uint8_t> vPacket;
		if (pInitializeParams.encodeGUID == NV_ENC_CODEC_AV1_GUID)
		{
			if (bWriteIVFFileHeader)
			{
				iVFUtils.WriteFileHeader(vPacket, MAKE_FOURCC('A', 'V', '0', '1'), pInitializeParams.encodeWidth, pInitializeParams.encodeHeight, pInitializeParams.frameRateNum, pInitializeParams.frameRateDen, 0xFFFF);
				fpOut.write(reinterpret_cast<char*>(vPacket.data()), vPacket.size());
				bWriteIVFFileHeader = false;
				vPacket.clear();
			}
			iVFUtils.WriteFrameHeader(vPacket, bitstream_size, pts);
			fpOut.write(reinterpret_cast<char*>(vPacket.data()), vPacket.size());
		}

		fpOut.write((const char *)ptr, bitstream_size);

		// Write CRC in file
		if (bCRC)
		{
			if (!nFrame)
			{
				fpCRCOut << "Frame num" << std::setw(10) << "CRC" << std::endl;
			}
			fpCRCOut << std::dec << std::setfill(' ') << std::setw(5) << nFrame << "          ";
			fpCRCOut << std::hex << std::setfill('0') << std::setw(8) << *pHostMemCRC << std::endl;
		}
	}
private:
	CUcontext device;
	uint32_t bfrSize;
	uint8_t *pHostMemEncOp = NULL;
	uint32_t *pHostMemCRC = NULL;
	bool bCRC;
	std::string crcFile;
	std::ofstream fpCRCOut;
};

void ShowEncoderBriefHelp()

{
    std::ostringstream oss;
    oss << "NVIDIA Video Encoder AppEncCuda Sample Application\n";
    oss << "============================================\n\n";

    oss << "Usage: AppEncCuda -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 << "\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 AppEncCuda Sample Application - Detailed Help\n";
    oss << "=======================================================\n\n";

    oss << "Usage: AppEncCuda -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) << "-outputInVidMem <n>"
        << std::setw(12) << "Optional"
        << std::setw(20) << "0"
        << "-outputInVidMem 1\n";
    oss << std::left << std::setw(25) << "-cuStreamType <n>"
        << std::setw(12) << "Optional"
        << std::setw(20) << "disabled"
        << "-cuStreamType 1\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/nv16/yuv444/p010/p210/yuv444p16/bgra/bgra10/ayuv/abgr/abgr10)\n";
    oss << std::left << std::setw(25) << "-gpu" << ": Ordinal of GPU to use\n";
    oss << std::left << std::setw(25) << "-outputInVidMem" << ": Enable output in Video Memory (0/1)\n";
    oss << std::left << std::setw(25) << "-cuStreamType" << ": CUDA stream type for pre/post processing (0: NULL, 1: SAME, 2: DIFFERENT)\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 << "* When outputInVidMem is enabled, CRC of encoded frames will be computed\n";
    oss << "  and dumped to file with suffix '_crc.txt' added to output file\n";
    oss << "* Width and height must be specified for encoding\n";
    oss << std::endl;

    oss << NvEncoderInitParam().GetHelpMessage(false, false, false, false, true, false, false, false) << 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 ParseCommandLine(int argc, char *argv[], char *szInputFileName, int &nWidth, int &nHeight,

	NV_ENC_BUFFER_FORMAT &eFormat, char *szOutputFileName, NvEncoderInitParam &initParam, int &iGpu,

	bool &bOutputInVidMem, int32_t &cuStreamType)

{
	std::ostringstream oss;
	int i;

	if (argc == 1) {
		std::cout << "No Arguments provided! Please refer to the following for options:\n";
		ShowEncoderBriefHelp();
	}

	for (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", "yuv444", "p010", "p210", "yuv444p16", "bgra", "bgra10", "ayuv", "abgr", "abgr10"
		};
		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_YUV444,
			NV_ENC_BUFFER_FORMAT_YUV420_10BIT,
			NV_ENC_BUFFER_FORMAT_P210,
			NV_ENC_BUFFER_FORMAT_YUV444_10BIT,
			NV_ENC_BUFFER_FORMAT_ARGB,
			NV_ENC_BUFFER_FORMAT_ARGB10,
			NV_ENC_BUFFER_FORMAT_AYUV,
			NV_ENC_BUFFER_FORMAT_ABGR,
			NV_ENC_BUFFER_FORMAT_ABGR10,
		};
		if (!_stricmp(argv[i], "-if"))
		{
			if (++i == argc) {
				ShowHelpAndExit("-if");
			}
			auto it = std::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], "-outputInVidMem"))
		{
			if (++i == argc)
			{
				ShowHelpAndExit("-outputInVidMem");
			}
			bOutputInVidMem = (atoi(argv[i]) != 0) ? true : false;
			continue;
		}
		if (!_stricmp(argv[i], "-cuStreamType"))
		{
			if (++i == argc)
			{
				ShowHelpAndExit("-cuStreamType");
			}
			cuStreamType = 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)

{
	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);

	pEnc->CreateEncoder(&initializeParams);
}

void EncodeCuda(int nWidth, int nHeight, NV_ENC_BUFFER_FORMAT eFormat, NvEncoderInitParam encodeCLIOptions, CUcontext cuContext, std::ifstream &fpIn, std::ofstream &fpOut)

{
	std::unique_ptr<NvEncoderCuda> pEnc(new NvEncoderCuda(cuContext, nWidth, nHeight, eFormat));

	InitializeEncoder(pEnc, encodeCLIOptions, eFormat);

	int nFrameSize = pEnc->GetFrameSize();

    uint32_t enableMVHEVC = pEnc->IsMVHEVC();
    int nTotalFrameSize = nFrameSize;
    if (enableMVHEVC)
    {
        nTotalFrameSize = nTotalFrameSize << 1;
    }
    int viewID = 0;
    std::streamsize nRead = 0;

    std::unique_ptr<uint8_t[]> pHostFrame(new uint8_t[nTotalFrameSize]);
    int nFrame = 0;
    while (true)
    {
        if (viewID == 0)
        {
            // Load the next frame or two frames from disk depending upon enableMVHEVC
            nRead = fpIn.read(reinterpret_cast<char*>(pHostFrame.get()), nTotalFrameSize).gcount();
        }
        // For receiving encoded packets
        std::vector<NvEncOutputFrame> vPacket;
        if (nRead == nTotalFrameSize)
        {
            const NvEncInputFrame* encoderInputFrame = pEnc->GetNextInputFrame();
            NvEncoderCuda::CopyToDeviceFrame(cuContext,
                pHostFrame.get() + viewID * nFrameSize, 0,
                (CUdeviceptr)encoderInputFrame->inputPtr,
                (int)encoderInputFrame->pitch,
                pEnc->GetEncodeWidth(),
                pEnc->GetEncodeHeight(),
                CU_MEMORYTYPE_HOST,
                encoderInputFrame->bufferFormat,
                encoderInputFrame->chromaOffsets,
                encoderInputFrame->numChromaPlanes);

            pEnc->EncodeFrame(vPacket);
        }
        else
        {
            // If we couldn't read both frames, signal the end of encoding
            pEnc->EndEncode(vPacket);
        }
        nFrame += (int)vPacket.size();
        for (const NvEncOutputFrame &packet : vPacket)
        {
            // For each encoded packet
            fpOut.write(reinterpret_cast<const char*>(packet.frame.data()), packet.frame.size());
        }

        if (nRead != nTotalFrameSize) break;
        if (enableMVHEVC)
        {
            viewID = viewID ^ 1;
        }
    }
	pEnc->DestroyEncoder();

	std::cout << "Total frames encoded: " << nFrame << std::endl;
}

void EncodeCudaOpInVidMem(int nWidth, int nHeight, NV_ENC_BUFFER_FORMAT eFormat, NvEncoderInitParam encodeCLIOptions, CUcontext cuContext, std::ifstream &fpIn, std::ofstream &fpOut, char *outFilePath, int32_t cuStreamType)

{
	std::unique_ptr<NvEncoderOutputInVidMemCuda> pEnc(new NvEncoderOutputInVidMemCuda(cuContext, nWidth, nHeight, eFormat));

	InitializeEncoder(pEnc, encodeCLIOptions, eFormat);

	int nFrameSize = pEnc->GetFrameSize();
	bool bUseCUStream = cuStreamType != -1 ? true : false;

	NV_ENC_INITIALIZE_PARAMS initializeParams = pEnc->GetinitializeParams();
	bool bWriteIVFFileHeader = true;

	std::unique_ptr<CRC> pCRC;
	std::unique_ptr<NvCUStream> pCUStream;
	if (bUseCUStream)
	{
		// Allocate CUDA streams
		pCUStream.reset(new NvCUStream(reinterpret_cast<CUcontext>(pEnc->GetDevice()), cuStreamType, pEnc));

		// When CUDA streams are used, the encoded frame's CRC is computed using cuda kernel
		pCRC.reset(new CRC(reinterpret_cast<CUcontext>(pEnc->GetDevice()), pEnc->GetOutputBufferSize()));
	}

	// For dumping output - encoded frame and CRC, to a file
	std::unique_ptr<DumpVidMemOutput> pDumpVidMemOutput(new DumpVidMemOutput(reinterpret_cast<CUcontext>(pEnc->GetDevice()), pEnc->GetOutputBufferSize(), outFilePath, bUseCUStream));

	std::unique_ptr<uint8_t[]> pHostFrame(new uint8_t[nFrameSize]);
	int nFrame = 0;

	// Encoding loop
	while (true)
	{
		// Load the next frame from disk
		std::streamsize nRead = fpIn.read(reinterpret_cast<char*>(pHostFrame.get()), nFrameSize).gcount();
		// For receiving encoded packets
		std::vector<NV_ENC_OUTPUT_PTR>pVideoMemBfr;

		if (nRead == nFrameSize)
		{
			const NvEncInputFrame* encoderInputFrame = pEnc->GetNextInputFrame();
			NvEncoderCuda::CopyToDeviceFrame(cuContext, pHostFrame.get(), 0, (CUdeviceptr)encoderInputFrame->inputPtr,
				(int)encoderInputFrame->pitch,
				pEnc->GetEncodeWidth(),
				pEnc->GetEncodeHeight(),
				CU_MEMORYTYPE_HOST,
				encoderInputFrame->bufferFormat,
				encoderInputFrame->chromaOffsets,
				encoderInputFrame->numChromaPlanes,
				false,
				bUseCUStream ? pCUStream->GetInputCUStream() : NULL);

			pEnc->EncodeFrame(pVideoMemBfr);
		}
		else
		{
			pEnc->EndEncode(pVideoMemBfr);
		}

		for (uint32_t i = 0; i < pVideoMemBfr.size(); ++i)
		{
			if (bUseCUStream)
			{
				// Compute CRC of encoded stream
				pCRC->GetCRC(pVideoMemBfr[i], pCUStream->GetOutputCUStream());
			}

			pDumpVidMemOutput->DumpOutputToFile((CUdeviceptr)(pVideoMemBfr[i]), bUseCUStream ? pCRC->GetCRCVidMemPtr() : 0, fpOut, nFrame, bWriteIVFFileHeader, initializeParams);

			nFrame++;
		}

		if (nRead != nFrameSize) break;
	}

	pEnc->DestroyEncoder();

	std::cout << "Total frames encoded: " << nFrame << std::endl;
}

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;
	try
	{
		NvEncoderInitParam encodeCLIOptions;
		int cuStreamType = -1;
		bool bOutputInVideoMem = false;
		ParseCommandLine(argc, argv, szInFilePath, nWidth, nHeight, eFormat, szOutFilePath, encodeCLIOptions, iGpu,
			bOutputInVideoMem, cuStreamType);

		CheckInputFile(szInFilePath);
		ValidateResolution(nWidth, nHeight);

		if (!*szOutFilePath)
		{
			sprintf(szOutFilePath, encodeCLIOptions.IsCodecH264() ? "out.h264" : encodeCLIOptions.IsCodecHEVC() ? "out.hevc" : "out.av1");
		}

		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;
		CUcontext cuContext = NULL;
        ck(NVCODEC_CUDA_CTX_CREATE(&cuContext, 0, cuDevice));

		// 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());
		}

		// Encode
		if (bOutputInVideoMem)
		{
			EncodeCudaOpInVidMem(nWidth, nHeight, eFormat, encodeCLIOptions, cuContext, fpIn, fpOut, szOutFilePath, cuStreamType);
		}
		else
		{
			EncodeCuda(nWidth, nHeight, eFormat, encodeCLIOptions, cuContext, fpIn, fpOut);
		}

		fpOut.close();
		fpIn.close();

		std::cout << "Bitstream saved in file " << szOutFilePath << std::endl;
	}
	catch (const std::exception &ex)
	{
		std::cout << ex.what();
		return 1;
	}
	return 0;
}