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* Copyright 2018-2024 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 feeding of CUarrays to EncodeAPI
* for the purposes of motion estimation between pairs of frames, using the
* H.264 motion estimation-only mode. The CUarrays registered with EncodeAPI
* have not been created by the application but have been obtained through the
* interop of CUDA with the Vulkan graphics API.
*/
#include "utility.h"
#include "NvEnc.h"
#include "../Utils/NvEncoderCLIOptions.h"
#include "../Utils/NvCodecUtils.h"
#include "../Common/AppEncUtils.h"
#include <iostream>
#include <memory>
#include <cstring>
#include <map>
#include <iomanip>
#ifdef _WIN32
#define strcasecmp _stricmp
#endif
#define NUM_BUFFERS 2
simplelogger::Logger *logger = simplelogger::LoggerFactory::CreateConsoleLogger();
/*
* A structure for tying together the following pieces of information:
* - a VkImage and its backing device memory allocation
* - the CUarray obtained via Vulkan export + CUDA external memory import of
* the image's backing memory allocation
* - a Vulkan semaphore object (for synchronizing accesses to the VkImage) and
* the equivalent CUDA external semaphore object
* - image memory barriers associated with operations on the VkImage
*/
struct DeviceAlloc
{
Vkimg2d *vulkanImage;
Vkdevicemem *vulkanImageDeviceMemory;
Vksema *vulkanSemaphore;
Vkimgmembarrier *preOpBarrier;
Vkimgmembarrier *postOpBarrier;
Cudaimage *cudaImage;;
Cudasema *cudaSemaphore;
};
/*
* A structure for tying together a VkBuffer and its backing memory.
*/
struct DeviceBuffer
{
Vkbuf *vulkanBuffer;
Vkdevicemem *vulkanBufferDeviceMemory;
};
const std::vector<const char*> requestedLayers = {
#if defined(USE_VALIDATION_LAYERS)
"VK_LAYER_KHRONOS_validation",
"VK_LAYER_LUNARG_standard_validation"
#endif
};
const std::vector<const char*> requestedExtensions = {
VK_EXT_DEBUG_REPORT_EXTENSION_NAME,
VK_KHR_GET_PHYSICAL_DEVICE_PROPERTIES_2_EXTENSION_NAME,
VK_KHR_EXTERNAL_MEMORY_CAPABILITIES_EXTENSION_NAME,
VK_KHR_EXTERNAL_SEMAPHORE_CAPABILITIES_EXTENSION_NAME
};
const std::vector<const char*> requestedDeviceExtensions = {
VK_KHR_EXTERNAL_MEMORY_EXTENSION_NAME,
VK_KHR_EXTERNAL_SEMAPHORE_EXTENSION_NAME,
#ifndef _WIN32
VK_KHR_EXTERNAL_MEMORY_FD_EXTENSION_NAME,
VK_KHR_EXTERNAL_SEMAPHORE_FD_EXTENSION_NAME
#else
VK_KHR_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME,
VK_KHR_EXTERNAL_SEMAPHORE_WIN32_EXTENSION_NAME
#endif
};
void ShowEncoderBriefHelp()
{
std::ostringstream oss;
oss << "NVIDIA Video Motion Estimation VkCuda Sample Application\n";
oss << "=================================================\n\n";
oss << "Usage: AppMotionEstimationVkCuda -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"
<< "out.txt\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 Motion Estimation VkCuda Sample Application - Detailed Help\n";
oss << "=================================================================\n\n";
oss << "Usage: AppMotionEstimationVkCuda -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) << "out.txt"
<< "-o output.txt\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) << "-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 demonstrates motion estimation using Vulkan-CUDA interop\n";
oss << "* Width and height must be specified for encoding\n";
oss << "* The application uses H.264 motion estimation-only mode\n";
oss << std::endl;
oss << NvEncoderInitParam().GetHelpMessage(true, false, false, false, false, true, 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, char *szOutputFileName, NvEncoderInitParam &initParam
)
{
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 (!strcasecmp(argv[i], "-h") || !strcasecmp(argv[i], "--help")) {
ShowEncoderBriefHelp();
}
if (!strcasecmp(argv[i], "-A") || !strcasecmp(argv[i], "--advanced-options")) {
ShowEncoderDetailedHelp();
}
if (!strcasecmp(argv[i], "-ec") || !strcasecmp(argv[i], "--encode-caps")) {
ShowEncoderCapability();
}
if (!strcasecmp(argv[i], "-i"))
{
if (++i == argc)
{
ShowHelpAndExit("-i");
}
sprintf(szInputFileName, "%s", argv[i]);
continue;
}
if (!strcasecmp(argv[i], "-o"))
{
if (++i == argc)
{
ShowHelpAndExit("-o");
}
sprintf(szOutputFileName, "%s", argv[i]);
continue;
}
if (!strcasecmp(argv[i], "-s"))
{
if (++i == argc || 2 != sscanf(argv[i], "%dx%d", &nWidth, &nHeight))
{
ShowHelpAndExit("-s");
}
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());
}
/*
* Uploads data from the supplied VkBuffer to the supplied VkImage.
* `queue` must support transfer operations and `commandBuffer` must be a
* command buffer from a command pool associated with the provided queue.
*/
static void UploadData(Vkcmdbuffer *commandBuffer, Vkque *queue,
const DeviceAlloc *surf, const Vkbuf *buffer)
{
VkResult result = VK_SUCCESS;
result = commandBuffer->begin();
if (result != VK_SUCCESS)
{
throw std::runtime_error("Failed to start recording commands");
}
/*
* Transition the image layout from UNDEFINED to DST_OPTIMAL for a copy
* operation.
*/
commandBuffer->pipelineBarrier(surf->preOpBarrier,
VK_IMAGE_LAYOUT_UNDEFINED, VK_IMAGE_LAYOUT_TRANSFER_DST_OPTIMAL,
VK_PIPELINE_STAGE_TOP_OF_PIPE_BIT, VK_PIPELINE_STAGE_TRANSFER_BIT,
0, VK_ACCESS_TRANSFER_WRITE_BIT);
commandBuffer->copyBufferToImage(surf->vulkanImage, buffer);
/*
* Transition the image layout from DST_OPTIMAL to GENERAL for other
* uses of the image.
*/
commandBuffer->pipelineBarrier(surf->postOpBarrier,
VK_IMAGE_LAYOUT_TRANSFER_DST_OPTIMAL, VK_IMAGE_LAYOUT_GENERAL,
VK_PIPELINE_STAGE_TRANSFER_BIT, VK_PIPELINE_STAGE_BOTTOM_OF_PIPE_BIT,
VK_ACCESS_TRANSFER_WRITE_BIT, VK_ACCESS_MEMORY_READ_BIT);
result = commandBuffer->end();
if (result != VK_SUCCESS)
{
throw std::runtime_error("Failed to record commands");
}
queue->submit(commandBuffer, surf->vulkanSemaphore);
}
void RunMotionEstimation(
char *szInFilePath, int nWidth, int nHeight, char *szOutFilePath,
NvEncoderInitParam *pEncodeCLIOptions
)
{
VkResult result = VK_SUCCESS;
CUresult res = CUDA_SUCCESS;
std::map<CUarray, DeviceAlloc*> mapCUarrayToDeviceAlloc;
DeviceAlloc surfaces[NUM_BUFFERS] = {};
DeviceBuffer buffers[NUM_BUFFERS] = {};
/*
* Consider only YUV 4:2:0 frames for now.
*/
VkExtent2D extent = { (uint32_t)nWidth, (uint32_t)(nHeight + (nHeight + 1) / 2) };
VkDeviceSize imageSize = extent.width * extent.height;
VkDeviceSize bufferSize = imageSize;
NV_ENC_BUFFER_FORMAT eFormat = NV_ENC_BUFFER_FORMAT_IYUV;
std::ifstream fpIn(szInFilePath, std::ios::in | std::ios::binary);
if (!fpIn)
{
std::ostringstream err;
err << "Unable to open input file: " << szInFilePath << std::endl;
throw std::invalid_argument(err.str());
}
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());
}
Vkinst instance(requestedLayers, requestedExtensions);
Vkdev device(&instance, requestedDeviceExtensions);
Vkque queue = device.getTransferQueue();
VkImageUsageFlags usageFlags = VK_IMAGE_USAGE_TRANSFER_SRC_BIT |
VK_IMAGE_USAGE_TRANSFER_DST_BIT;
/*
* Create Vulkan images, allocate the device memory backing them and
* associated staging buffers.
*/
for (int i = 0; i < NUM_BUFFERS; i++)
{
Vkimg2d *image = new Vkimg2d(&device, extent, usageFlags, true);
Vkdevicemem *imgMem = new Vkdevicemem(&device, image->getSize(),
image->getMemoryTypeBits(),
VK_MEMORY_PROPERTY_DEVICE_LOCAL_BIT,
true);
image->bind(imgMem);
Vksema *sema = new Vksema(&device, true);
surfaces[i].vulkanImage = image;
surfaces[i].vulkanImageDeviceMemory = imgMem;
surfaces[i].vulkanSemaphore = sema;
Vkbuf *buffer = new Vkbuf(&device, bufferSize, VK_BUFFER_USAGE_TRANSFER_SRC_BIT);
Vkdevicemem *bufMem = new Vkdevicemem(&device, buffer->getSize(),
buffer->getMemoryTypeBits(),
VK_MEMORY_PROPERTY_HOST_VISIBLE_BIT |
VK_MEMORY_PROPERTY_HOST_COHERENT_BIT);
buffer->bind(bufMem);
buffers[i].vulkanBuffer = buffer;
buffers[i].vulkanBufferDeviceMemory = bufMem;
}
Vkcmdpool commandPool(&device);
Vkcmdbuffer commandBuffer(&device, &commandPool);
for (int i = 0; i < NUM_BUFFERS; i++)
{
Vkimg2d *image = surfaces[i].vulkanImage;
surfaces[i].preOpBarrier = new Vkimgmembarrier(image);
surfaces[i].postOpBarrier = new Vkimgmembarrier(image);
}
Cudactx context(&device);
/*
* Obtain CUDA-side objects equivalent to the Vulkan images and semaphores
* created earlier.
*/
for (int i = 0; i < NUM_BUFFERS; i++)
{
Cudaimage *cuImage = new Cudaimage(surfaces[i].vulkanImage,
surfaces[i].vulkanImageDeviceMemory);
Cudasema *cuSema = new Cudasema(surfaces[i].vulkanSemaphore);
surfaces[i].cudaImage = cuImage;
surfaces[i].cudaSemaphore = cuSema;
mapCUarrayToDeviceAlloc[cuImage->get()] = &surfaces[i];
}
NvEnc enc(context.get(), nWidth, nHeight, eFormat, 0, true);
NV_ENC_INITIALIZE_PARAMS initializeParams = { NV_ENC_INITIALIZE_PARAMS_VER };
NV_ENC_CONFIG encodeConfig = { NV_ENC_CONFIG_VER };
initializeParams.encodeConfig = &encodeConfig;
enc.CreateDefaultEncoderParams(&initializeParams,
NV_ENC_CODEC_H264_GUID,
NV_ENC_PRESET_P6_GUID);
pEncodeCLIOptions->SetInitParams(&initializeParams, eFormat);
enc.CreateEncoder(&initializeParams);
assert(imageSize == enc.GetFrameSize());
struct stat st;
if (stat(szInFilePath, &st) != 0)
{
std::ostringstream err;
err << "Failed to stat file \"" << szInFilePath << "\"" << std::endl;
throw std::invalid_argument(err.str());
}
uint32_t numFrames = static_cast<uint32_t>(st.st_size / imageSize);
if (numFrames < 2)
{
std::ostringstream err;
err << "At least 2 frames are needed for motion estimation." << std::endl;
throw std::invalid_argument(err.str());
}
std::vector<void *> inputFrames, refFrames;
inputFrames.push_back((void *)surfaces[0].cudaImage->get());
enc.RegisterInputResources(inputFrames, NV_ENC_INPUT_RESOURCE_TYPE_CUDAARRAY,
nWidth, nHeight, nWidth, eFormat);
refFrames.push_back((void *)surfaces[1].cudaImage->get());
enc.RegisterInputResources(refFrames, NV_ENC_INPUT_RESOURCE_TYPE_CUDAARRAY,
nWidth, nHeight, nWidth, eFormat, true);
char *ptr = nullptr;
std::vector<uint8_t> vPacket;
int inputBufferIdx = 1, refBufferIdx = 0;
/*
* Load the first frame (frame idx 0) for later upload to the reference
* image.
*/
result = buffers[refBufferIdx].vulkanBufferDeviceMemory->map(
reinterpret_cast<void **>(&ptr), bufferSize);
if (result != VK_SUCCESS)
{
throw std::runtime_error("Failed to map host buffer");
}
fpIn.read(ptr, bufferSize);
buffers[refBufferIdx].vulkanBufferDeviceMemory->unmap();
for (uint32_t idx = 0; idx < numFrames - 1; idx++)
{
CUarray refArray = (CUarray)enc.GetNextReferenceFrame()->inputPtr;
const DeviceAlloc *refSurf = mapCUarrayToDeviceAlloc[refArray];
/*
* The input frame for the previous motion estimation call is the
* reference frame for the current motion estimation call. Upload
* data from the previously-mapped buffer to the reference image
*/
UploadData(&commandBuffer, &queue, refSurf, buffers[refBufferIdx].vulkanBuffer);
CUarray inputArray = (CUarray)enc.GetNextInputFrame()->inputPtr;
const DeviceAlloc *inputSurf = mapCUarrayToDeviceAlloc[inputArray];
// Upload data to current surface
result = buffers[inputBufferIdx].vulkanBufferDeviceMemory->map(
reinterpret_cast<void **>(&ptr), bufferSize);
if (result != VK_SUCCESS)
{
throw std::runtime_error("Failed to map host buffer");
}
fpIn.read(ptr, bufferSize);
buffers[inputBufferIdx].vulkanBufferDeviceMemory->unmap();
UploadData(&commandBuffer, &queue, inputSurf, buffers[inputBufferIdx].vulkanBuffer);
/*
* We don't need a call to queue.waitIdle() here to ensure that CUDA work
* will start only after submission of commands from the Vulkan side.
* This is because semaphores are in the unsignaled state by default when
* they are created, and a wait() will block until somebody/something
* calls signal(). In this case, the signal() comes from Vulkan's side
* after the completion of the submitted commands, so CUDA is guaranteed
* to wait() for it.
*/
refSurf->cudaSemaphore->wait();
inputSurf->cudaSemaphore->wait();
enc.RunMotionEstimation(vPacket);
fpOut << "Motion Vectors for input frame = " << idx + 1 << ", reference frame = " << idx << std::endl;
int numMBs = ((nWidth + 15) / 16) * ((nHeight + 15) / 16);
fpOut << "block, mb_type, partitionType, "
<< "MV[0].x, MV[0].y, MV[1].x, MV[1].y, MV[2].x, MV[2].y, MV[3].x, MV[3].y, cost" << std::endl;
// Parse the output from the API to obtain human-readable motion vectors
NV_ENC_H264_MV_DATA *outputMV = (NV_ENC_H264_MV_DATA *)vPacket.data();
for (int l = 0; l < numMBs; l++)
{
fpOut << l << ", " << static_cast<int>(outputMV[l].mbType) << ", " << static_cast<int>(outputMV[l].partitionType) << ", " <<
outputMV[l].mv[0].mvx << ", " << outputMV[l].mv[0].mvy << ", " << outputMV[l].mv[1].mvx << ", " << outputMV[l].mv[1].mvy << ", " <<
outputMV[l].mv[2].mvx << ", " << outputMV[l].mv[2].mvy << ", " << outputMV[l].mv[3].mvx << ", " << outputMV[l].mv[3].mvy << ", " << outputMV[l].mbCost;
fpOut << std::endl;
}
vPacket.clear();
refBufferIdx = inputBufferIdx;
inputBufferIdx = refBufferIdx ^ 1;
}
enc.UnregisterInputResources();
enc.DestroyEncoder();
for (int i = 0; i < NUM_BUFFERS; i++)
{
delete surfaces[i].cudaSemaphore;
delete surfaces[i].cudaImage;
delete surfaces[i].preOpBarrier;
delete surfaces[i].postOpBarrier;
delete surfaces[i].vulkanSemaphore;
delete surfaces[i].vulkanImageDeviceMemory;
delete surfaces[i].vulkanImage;
delete buffers[i].vulkanBufferDeviceMemory;
delete buffers[i].vulkanBuffer;
}
}
int main(int argc, char **argv)
{
char szInFilePath[256] = "",
szOutFilePath[256] = "";
int nWidth = 0, nHeight = 0;
try
{
NvEncoderInitParam encodeCLIOptions;
ParseCommandLine(argc, argv, szInFilePath, nWidth, nHeight,
szOutFilePath, encodeCLIOptions);
CheckInputFile(szInFilePath);
ValidateResolution(nWidth, nHeight);
if (!*szOutFilePath)
{
sprintf(szOutFilePath, "out.txt");
}
RunMotionEstimation(szInFilePath, nWidth, nHeight, szOutFilePath, &encodeCLIOptions);
}
catch (std::exception &e)
{
std::cerr << e.what() << std::endl;
return 1;
}
return 0;
}
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