Openpose 在 AWS 深度学习实例上失败。那么哪个实例可以100%运行呢？

Question

我尝试使用 AWS Deep Learning AMI https://aws.amazon.com/marketplace/pp/B077GCH38C?qid=1530671113739&sr=0-2&ref_=srh_res_product_title在 AWS p3.2xlarge 实例上构建 Openpose C++ 源代码

操作系统是 Ubuntu 16.04，几乎预装了所有先决条件（CUDA、cuDNN、OpenCV、Caffe）。 我按照官方说明进行操作。 https://github.com/CMU-Perceptual-Computing-Lab/openpose/blob/master/doc/installation.md#operating-systems

这是我尝试使用 cmake 构建它时收到的主要错误消息。 是不是说GPU架构太新，openpose无法编译？任何人都可以解释我得到的错误吗？

nvcc 致命：不支持的 gpu 架构“compute_70”

在构建之前的步骤中是否有任何错误的可能性？

最后我想知道什么样的环境真正可以运行openpose，尤其是AWS。感谢任何报告。

顺便说一句，整个错误信息都在这里。

src/openpose/CMakeFiles/openpose.dir/build.make:63：目标配方 'src/openpose/CMakeFiles/openpose.dir/hand/openpose_generated_renderHand.cu.o' 制造失败[2]：* [src/openpose/CMakeFiles/openpose.dir/hand/openpose_generated_renderHand.cu.o] 错误 1 ​​make[2]: * Waiting for unfinished jobs.... nvcc fatal : 不支持的 gpu 架构“compute_70”CMake 错误 openpose_generated_bodyPartConnectorBase.cu.o.cmake:207（消息）： 产生错误 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/pose/./openpose_generated_bodyPartConnectorBase.cu.o

nvcc 致命：不支持的 gpu 架构“compute_70” src/openpose/CMakeFiles/openpose.dir/build.make:77：目标配方 'src/openpose/CMakeFiles/openpose.dir/pose/openpose_generated_bodyPartConnectorBase.cu.o' 制造失败[2]：*** [src/openpose/CMakeFiles/openpose.dir/pose/openpose_generated_bodyPartConnectorBase.cu.o] 错误 1 ​​CMake 错误在 openpose_generated_maximumBase.cu.o.cmake:207 （消息）：错误生成 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/net/./openpose_generated_maximumBase.cu.o

src/openpose/CMakeFiles/openpose.dir/build.make:98：目标配方 'src/openpose/CMakeFiles/openpose.dir/net/openpose_generated_maximumBase.cu.o' 制造失败[2]：*** [src/openpose/CMakeFiles/openpose.dir/net/openpose_generated_maximumBase.cu.o] 错误 1 ​​nvcc 致命：不支持的 gpu 架构“compute_70”CMake openpose_generated_renderPose.cu.o.cmake:207 错误（消息）：错误 生成 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/pose/./openpose_generated_renderPose.cu.o

nvcc 致命：不支持的 gpu 架构“compute_70”CMake 错误 openpose_generated_renderFace.cu.o.cmake:207（消息）：错误 生成 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/face/./openpose_generated_renderFace.cu.o

src/openpose/CMakeFiles/openpose.dir/build.make:84：目标配方 'src/openpose/CMakeFiles/openpose.dir/pose/openpose_generated_renderPose.cu.o' 制造失败[2]：*** [src/openpose/CMakeFiles/openpose.dir/pose/openpose_generated_renderPose.cu.o] 错误 1 ​​nvcc 致命：不支持的 gpu 架构“compute_70”CMake openpose_generated_resizeAndMergeBase.cu.o.cmake 出错：207 （消息）：错误生成 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/net/./openpose_generated_resizeAndMergeBase.cu.o

src/openpose/CMakeFiles/openpose.dir/build.make:70：目标配方 'src/openpose/CMakeFiles/openpose.dir/face/openpose_generated_renderFace.cu.o' 制造失败[2]：* [src/openpose/CMakeFiles/openpose.dir/face/openpose_generated_renderFace.cu.o] 错误 1 ​​src/openpose/CMakeFiles/openpose.dir/build.make:112：配方 为目标 'src/openpose/CMakeFiles/openpose.dir/net/openpose_generated_resizeAndMergeBase.cu.o' 制造失败[2]：* [src/openpose/CMakeFiles/openpose.dir/net/openpose_generated_resizeAndMergeBase.cu.o] 错误 1 ​​nvcc 致命：不支持的 gpu 架构“compute_70”CMake openpose_generated_pyramidalLK.cu.o.cmake:207 错误（消息）： 产生错误 /home/ubuntu/openpose/build/src/openpose/CMakeFiles/openpose.dir/tracking/./openpose_generated_pyramidalLK.cu.o

src/openpose/CMakeFiles/openpose.dir/build.make:91：目标配方 'src/openpose/CMakeFiles/openpose.dir/tracking/openpose_generated_pyramidalLK.cu.o' 制造失败[2]：* [src/openpose/CMakeFiles/openpose.dir/tracking/openpose_generated_pyramidalLK.cu.o] 错误 1 ​​CMakeFiles/Makefile2:179：目标配方 'src/openpose/CMakeFiles/openpose.dir/all' 失败 make[1]: * [src/openpose/CMakeFiles/openpose.dir/all] 错误 2 make[1]: *** 等待未完成的工作.... [ 8%] 构建 CXX 对象 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/bvhSaver.cpp.o 扫描目标openpose_gpu的依赖关系 目标 openpose_thread [ 8%] 构建 NVCC（设备）对象 src/openpose/hand/CMakeFiles/openpose_hand.dir/openpose_hand_generated_renderHand.cu.o [ 9%] 构建 NVCC（设备）对象 src/openpose/face/CMakeFiles/openpose_face.dir/openpose_face_generated_renderFace.cu.o 扫描目标 openpose_calibration [ 9%] 的依赖关系 CXX 对象 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/cocoJsonSaver.cpp.o [ 9%] 构建 CXX 对象 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/defineTemplates.cpp.o [ 10%] 构建 CXX 对象 src/openpose/thread/CMakeFiles/openpose_thread.dir/defineTemplates.cpp.o [ 11%] 构建 CXX 对象 src/openpose/calibration/CMakeFiles/openpose_calibration.dir/cameraParameterEstimation.cpp.o [ 11%] 构建 CXX 对象 src/openpose/calibration/CMakeFiles/openpose_calibration.dir/gridPatternFunctions.cpp.o nvcc 致命：不支持的 gpu 架构“compute_70”CMake 错误 openpose_hand_generated_renderHand.cu.o.cmake:207（消息）：错误 生成 /home/ubuntu/openpose/build/src/openpose/hand/CMakeFiles/openpose_hand.dir//./openpose_hand_generated_renderHand.cu.o

nvcc 致命：不支持的 gpu 架构“compute_70”CMake 错误 openpose_face_generated_renderFace.cu.o.cmake:207（消息）：错误 生成 /home/ubuntu/openpose/build/src/openpose/face/CMakeFiles/openpose_face.dir//./openpose_face_generated_renderFace.cu.o

src/openpose/hand/CMakeFiles/openpose_hand.dir/build.make:63：配方 为目标 'src/openpose/hand/CMakeFiles/openpose_hand.dir/openpose_hand_generated_renderHand.cu.o' 制造失败[2]：* [src/openpose/hand/CMakeFiles/openpose_hand.dir/openpose_hand_generated_renderHand.cu.o] 错误 1 ​​CMakeFiles/Makefile2:344：目标配方 'src/openpose/hand/CMakeFiles/openpose_hand.dir/all' 失败 make[1]: * [src/openpose/hand/CMakeFiles/openpose_hand.dir/all] 错误2

src/openpose/face/CMakeFiles/openpose_face.dir/build.make:63：配方 为目标 'src/openpose/face/CMakeFiles/openpose_face.dir/openpose_face_generated_renderFace.cu.o' 制造失败[2]：* [src/openpose/face/CMakeFiles/openpose_face.dir/openpose_face_generated_renderFace.cu.o] 错误 1 ​​CMakeFiles/Makefile2:456：目标配方 'src/openpose/face/CMakeFiles/openpose_face.dir/all' 失败 [1]: [src/openpose/face/CMakeFiles/openpose_face.dir/all] 错误 2 [12%] 构建 CXX 对象 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/fileSaver.cpp.o [ 12%] 构建 CXX 对象 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/fileStream.cpp.o [ 12%] 构建 CXX 对象 src/openpose/gpu/CMakeFiles/openpose_gpu.dir/cuda.cpp.o 在文件中 包括从 /home/ubuntu/openpose/include/openpose/filestream/headers.hpp:9:0, 从 /home/ubuntu/openpose/src/openpose/filestream/defineTemplates.cpp:1： /home/ubuntu/openpose/include/openpose/filestream/fileStream.hpp:54:32: 错误：“CV_IMWRITE_JPEG_QUALITY”未在此范围内声明 = {CV_IMWRITE_JPEG_QUALITY, 100, CV_IMWRITE_PNG_COMPRESSION, 9}); ^ 编译因 -Wfatal-errors 而终止。 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/build.make:110： 目标配方 'src/openpose/filestream/CMakeFiles/openpose_filestream.dir/defineTemplates.cpp.o' 制造失败[2]： [src/openpose/filestream/CMakeFiles/openpose_filestream.dir/defineTemplates.cpp.o] 错误 1 ​​make[2]: Waiting for unfinished jobs.... [ 13%] Building CXX 对象 src/openpose/gpu/CMakeFiles/openpose_gpu.dir/gpu.cpp.o 在文件中 包括从 /home/ubuntu/openpose/src/openpose/filestream/fileStream.cpp:7:0: /home/ubuntu/openpose/include/openpose/filestream/fileStream.hpp:54:32: 错误：“CV_IMWRITE_JPEG_QUALITY”未在此范围内声明 = {CV_IMWRITE_JPEG_QUALITY, 100, CV_IMWRITE_PNG_COMPRESSION, 9}); ^ 编译因 -Wfatal-errors 而终止。 src/openpose/filestream/CMakeFiles/openpose_filestream.dir/build.make:158： 目标配方 'src/openpose/filestream/CMakeFiles/openpose_filestream.dir/fileStream.cpp.o' 制造失败[2]： [src/openpose/filestream/CMakeFiles/openpose_filestream.dir/fileStream.cpp.o] 错误 1 ​​[13%] 构建 CXX 对象 src/openpose/gpu/CMakeFiles/openpose_gpu.dir/opencl.cpp.o CMakeFiles/Makefile2:234：目标配方 'src/openpose/filestream/CMakeFiles/openpose_filestream.dir/all' 制造失败[1]： [src/openpose/filestream/CMakeFiles/openpose_filestream.dir/all] 错误 2 在包含的文件中 /home/ubuntu/openpose/src/openpose/calibration/cameraParameterEstimation.cpp:11:0: /home/ubuntu/openpose/include/openpose/filestream/fileStream.hpp:54:32: 错误：“CV_IMWRITE_JPEG_QUALITY”未在此范围内声明 = {CV_IMWRITE_JPEG_QUALITY, 100, CV_IMWRITE_PNG_COMPRESSION, 9}); ^ 编译因 -Wfatal-errors 而终止。 src/openpose/calibration/CMakeFiles/openpose_calibration.dir/build.make:62： 目标配方 'src/openpose/calibration/CMakeFiles/openpose_calibration.dir/cameraParameterEstimation.cpp.o' 制造失败[2]： [src/openpose/calibration/CMakeFiles/openpose_calibration.dir/cameraParameterEstimation.cpp.o] 错误 1 ​​make[2]: 等待未完成的工作.... /home/ubuntu/openpose/src/openpose/calibration/gridPatternFunctions.cpp： 在函数'void op::improveCornersPositionsAtSubPixelLevel(std::vector >&, const cv::Mat&)': /home/ubuntu/openpose/src/openpose/calibration/gridPatternFunctions.cpp:22:52: 错误：未在此范围内声明“CV_TERMCRIT_EPS” cv::TermCriteria{ CV_TERMCRIT_EPS+CV_TERMCRIT_ITER, 1000, 1e-9 }); ^ 编译因 -Wfatal-errors 而终止。 src/openpose/calibration/CMakeFiles/openpose_calibration.dir/build.make:86： 目标配方 'src/openpose/calibration/CMakeFiles/openpose_calibration.dir/gridPatternFunctions.cpp.o' 制造失败[2]： [src/openpose/calibration/CMakeFiles/openpose_calibration.dir/gridPatternFunctions.cpp.o] 错误 1 ​​CMakeFiles/Makefile2:511：目标配方 'src/openpose/calibration/CMakeFiles/openpose_calibration.dir/all' 制造失败[1]：* [src/openpose/calibration/CMakeFiles/openpose_calibration.dir/all] 错误 2 [13%] 链接 CXX 共享库 libopenpose_gpu.so [13%] 构建目标 openpose_gpu [ 13%] 链接 CXX 共享库 libopenpose_thread.so [ 13%] 构建目标 openpose_thread Makefile:127: 目标“所有”的配方失败 make: *** [all] 错误 2

Answer 1

AWS p3 实例具有需要 CUDA 9 及更高版本的 Tesla V100。 但是 OpenPose 需要 CUDA 8。

如果你想在 AWS 上使用 OpenPose，你必须使用 p2 实例。