portable-devtools / video_codec_sdk /Samples /AppEncode /AppMotionEstimationVkCuda /AppMotionEstimationVkCuda.cpp
| /* | |
| * 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. | |
| */ | |
| 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 = { | |
| "VK_LAYER_KHRONOS_validation", | |
| "VK_LAYER_LUNARG_standard_validation" | |
| }; | |
| 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, | |
| VK_KHR_EXTERNAL_MEMORY_FD_EXTENSION_NAME, | |
| VK_KHR_EXTERNAL_SEMAPHORE_FD_EXTENSION_NAME | |
| VK_KHR_EXTERNAL_MEMORY_WIN32_EXTENSION_NAME, | |
| VK_KHR_EXTERNAL_SEMAPHORE_WIN32_EXTENSION_NAME | |
| }; | |
| 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; | |
| } | |