Install TensorRT_OSS Error make[2]: *** Waiting for unfinished jobs

Jetson Nano Jetpack 4.4.1 [L4T 32.4.4]

At the moment I’ m trying to install and use the TensorRT OSS repository. Unfortunatly I’m not able to install it and get errors during the make process. At the bottom of the post you can see the terminal output for the cmake and make command. Maybe someone has an idea.

Error
[ 47%] Linking CXX static library …/out/libnvinfer_plugin_static.a
[ 47%] Built target nvinfer_plugin_static
[ 47%] Building CXX object plugin/CMakeFiles/nvinfer_plugin.dir/InferPlugin.cpp.o
make[2]: *** No rule to make target ‘/usr/local/cuda-10.2/targets/aarch64-linux/lib/libcublas.so’, needed by ‘out/libnvinfer_plugin.so.7.1.3’. Stop.
make[2]: *** Waiting for unfinished jobs…
[ 47%] Building CXX object plugin/CMakeFiles/nvinfer_plugin.dir/__/samples/common/logger.cpp.o
CMakeFiles/Makefile2:306: recipe for target ‘plugin/CMakeFiles/nvinfer_plugin.dir/all’ failed
make[1]: *** [plugin/CMakeFiles/nvinfer_plugin.dir/all] Error 2
Makefile:151: recipe for target ‘all’ failed
make: *** [all] Error 2


As guide I used these links:


Next I will show my workflow to the Error.

git clone -b master 
https://github.com/nvidia/TensorRT TensorRT
cd TensorRT -b release/7.1
git submodule update --init --recursive
mkdir -p build && cd build 
cmake ..  -DCUBLASLT_LIB=/usr/local/cuda- 
10.2/targets/aarch64-linux/lib/libcublas.so  - DTRT_OUT_DIR=`pwd`/out  - 
DTRT_PLATFORM_ID=aarch64 -DCUDA_VERSION=10.2
 make -j$(nproc)

cmake

cmake … -DCUBLASLT_LIB=/usr/local/cuda-10.2/targets/aarch64-linux/lib/libcublas.so -DTRT_OUT_DIR=pwd/out -DTRT_PLATFORM_ID=aarch64 -DCUDA_VERSION=10.2
Building for TensorRT version: 7.1.3, library version: 7
– The CXX compiler identification is GNU 7.5.0
– The CUDA compiler identification is NVIDIA 10.2.89
– Check for working CXX compiler: /usr/bin/g++
– Check for working CXX compiler: /usr/bin/g++ – works
– Detecting CXX compiler ABI info
– Detecting CXX compiler ABI info - done
– Detecting CXX compile features
– Detecting CXX compile features - done
– Check for working CUDA compiler: /usr/local/cuda/bin/nvcc
– Check for working CUDA compiler: /usr/local/cuda/bin/nvcc – works
– Detecting CUDA compiler ABI info
– Detecting CUDA compiler ABI info - done
– Targeting TRT Platform: aarch64
– CUDA version set to 10.2
– cuDNN version set to 8.0
– Protobuf version set to 3.0.0
– Looking for C++ include pthread.h
– Looking for C++ include pthread.h - found
– Performing Test CMAKE_HAVE_LIBC_PTHREAD
– Performing Test CMAKE_HAVE_LIBC_PTHREAD - Failed
– Looking for pthread_create in pthreads
– Looking for pthread_create in pthreads - not found
– Looking for pthread_create in pthread
– Looking for pthread_create in pthread - found
– Found Threads: TRUE
– Found PkgConfig: /usr/bin/pkg-config (found version “0.29.1”)
– Checking for one of the modules ‘zlib’
– Found CUDA: /usr/local/cuda (found suitable version “10.2”, minimum required is “10.2”)
– Setting up another Protobuf build for cross compilation targeting aarch64-Linux
– Using libprotobuf /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/lib/libprotobuf.a
– ========================= Importing and creating target nvinfer ==========================
– Looking for library nvinfer
– Library that was found /usr/lib/aarch64-linux-gnu/libnvinfer.so
– ==========================================================================================
– ========================= Importing and creating target nvuffparser ==========================
– Looking for library nvparsers
– Library that was found /usr/lib/aarch64-linux-gnu/libnvparsers.so
– ==========================================================================================
CMake Warning at CMakeLists.txt:157 (message):
Detected CUDA version is < 11.0. SM80 not supported.

  • GPU_ARCHS is not defined. Generating CUDA code for default SMs: 35;53;61;70;75;72
  • Protobuf proto/trtcaffe.proto → proto/trtcaffe.pb.cc proto/trtcaffe.pb.h
  • /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/parsers/caffe
  • The C compiler identification is GNU 7.5.0
  • Check for working C compiler: /usr/bin/cc
  • Check for working C compiler: /usr/bin/cc – works
  • Detecting C compiler ABI info
  • Detecting C compiler ABI info - done
  • Detecting C compile features
  • Detecting C compile features - done
  • Build type not set - defaulting to Release
    Generated: /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx_onnx2trt_onnx-ml.proto
    Generated: /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx-operators_onnx2trt_onnx-ml.proto

    – ******** Summary ********
    – CMake version : 3.15.7
    – CMake command : /home/nano-40068618/Downloads/cmake-3.15.7/bin/cmake
    – System : Linux
    – C++ compiler : /usr/bin/g++
    – C++ compiler version : 7.5.0
    – CXX flags : -Wno-deprecated-declarations -DBUILD_SYSTEM=cmake_oss -Wall -Wno-deprecated-declarations -Wno-unused-function -Wnon-virtual-dtor
    – Build type : Release
    – Compile definitions : _PROTOBUF_INSTALL_DIR=/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf;ONNX_NAMESPACE=onnx2trt_onnx
    – CMAKE_PREFIX_PATH :
    – CMAKE_INSTALL_PREFIX : /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/…
    – CMAKE_MODULE_PATH :

    – ONNX version : 1.6.0
    – ONNX NAMESPACE : onnx2trt_onnx
    – ONNX_BUILD_TESTS : OFF
    – ONNX_BUILD_BENCHMARKS : OFF
    – ONNX_USE_LITE_PROTO : OFF
    – ONNXIFI_DUMMY_BACKEND : OFF
    – ONNXIFI_ENABLE_EXT : OFF

    – Protobuf compiler :
    – Protobuf includes :
    – Protobuf libraries :
    – BUILD_ONNX_PYTHON : OFF
    – Found TensorRT headers at /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/include
    – Find TensorRT libs at /usr/lib/aarch64-linux-gnu/libnvinfer.so;/usr/lib/aarch64-linux-gnu/libnvinfer_plugin.so;/usr/lib/aarch64-linux-gnu/libmyelin.so
    – Found TENSORRT: /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/include
    – Adding new sample: sample_algorithm_selector
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_char_rnn
    – - Parsers Used: uff;caffe;onnx
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_dynamic_reshape
    – - Parsers Used: onnx
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_fasterRCNN
    – - Parsers Used: caffe
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_googlenet
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_int8
    – - Parsers Used: caffe
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_int8_api
    – - Parsers Used: onnx
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_mlp
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_mnist
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_mnist_api
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_movielens
    – - Parsers Used: uff
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_movielens_mps
    – - Parsers Used: uff
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_nmt
    – - Parsers Used: none
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_onnx_mnist
    – - Parsers Used: onnx
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_plugin
    – - Parsers Used: caffe
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_reformat_free_io
    – - Parsers Used: caffe
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_ssd
    – - Parsers Used: caffe
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_uff_fasterRCNN
    – - Parsers Used: uff
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_uff_maskRCNN
    – - Parsers Used: uff
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_uff_mnist
    – - Parsers Used: uff
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_uff_plugin_v2_ext
    – - Parsers Used: uff
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Adding new sample: sample_uff_ssd
    – - Parsers Used: uff
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: sample_onnx_mnist_coord_conv_ac
    – - Parsers Used: onnx
    – - InferPlugin Used: ON
    – - Licensing: opensource
    – Adding new sample: trtexec
    – - Parsers Used: caffe;uff;onnx
    – - InferPlugin Used: OFF
    – - Licensing: opensource
    – Configuring done
    – Generating done
    – Build files have been written to: /home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build

Error during make

make -j$(nproc)
Scanning dependencies of target third_party.protobuf
Scanning dependencies of target third_party.protobuf_aarch64
Scanning dependencies of target nvinfer_plugin_static
Scanning dependencies of target nvinfer_plugin
[ 1%] Creating directories for ‘third_party.protobuf’
[ 2%] Creating directories for ‘third_party.protobuf_aarch64’
[ 2%] Performing download step (download, verify and extract) for ‘third_party.protobuf’
– Downloading…
dst=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf/src/protobuf-cpp-3.0.0.tar.gz’
timeout=‘none’
– Using src=‘https://github.com/google/protobuf/releases/download/v3.0.0/protobuf-cpp-3.0.0.tar.gz
[ 2%] Performing download step (download, verify and extract) for ‘third_party.protobuf_aarch64’
– Downloading…
dst=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/src/protobuf-cpp-3.0.0.tar.gz’
timeout=‘none’
– Using src=‘https://github.com/google/protobuf/releases/download/v3.0.0/protobuf-cpp-3.0.0.tar.gz
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– Downloading… done
– extracting…
src=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/src/protobuf-cpp-3.0.0.tar.gz’
dst=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/src/third_party.protobuf_aarch64’
– extracting… [tar xfz]
– extracting…
src=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf/src/protobuf-cpp-3.0.0.tar.gz’
dst=’/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf/src/third_party.protobuf’
– extracting… [tar xfz]
[ 2%] Building CXX object plugin/CMakeFiles/nvinfer_plugin.dir/nmsPlugin/nmsPlugin.cpp.o
– extracting… [analysis]
– extracting… [rename]
– extracting… [clean up]
– extracting… done
– extracting… [analysis]
– extracting… [rename]
– extracting… [clean up]
– extracting… done
[ 2%] No patch step for ‘third_party.protobuf’
[ 2%] No patch step for ‘third_party.protobuf_aarch64’
[ 3%] Building CXX object plugin/CMakeFiles/nvinfer_plugin_static.dir/nmsPlugin/nmsPlugin.cpp.o
[ 3%] No update step for ‘third_party.protobuf’
[ 3%] No update step for ‘third_party.protobuf_aarch64’
[ 4%] Performing configure step for ‘third_party.protobuf_aarch64’
[ 5%] Performing configure step for ‘third_party.protobuf’
– The C compiler identification is GNU 7.5.0
– The CXX compiler identification is GNU 7.5.0
– Check for working C compiler: /usr/bin/gcc
– Check for working C compiler: /usr/bin/gcc – works
– Detecting C compiler ABI info
– Detecting C compiler ABI info - done
– The C compiler identification is unknown
– Detecting C compile features
– Detecting C compile features - done
– Check for working CXX compiler: /usr/bin/g++
– The CXX compiler identification is GNU 7.5.0
CMake Error at CMakeLists.txt:12 (project):
No CMAKE_C_COMPILER could be found.

Tell CMake where to find the compiler by setting either the environment
variable “CC” or the CMake cache entry CMAKE_C_COMPILER to the full path to
the compiler, or to the compiler name if it is in the PATH.

– Check for working CXX compiler: /usr/bin/g++
[ 5%] Building CXX object plugin/CMakeFiles/nvinfer_plugin.dir/normalizePlugin/normalizePlugin.cpp.o
– Check for working CXX compiler: /usr/bin/g++ – works
– Detecting CXX compiler ABI info
[ 5%] Building CXX object plugin/CMakeFiles/nvinfer_plugin_static.dir/normalizePlugin/normalizePlugin.cpp.o
– Check for working CXX compiler: /usr/bin/g++ – works
– Detecting CXX compiler ABI info
– Detecting CXX compiler ABI info - done
– Detecting CXX compile features
– Detecting CXX compile features - done
– Looking for pthread.h
– Detecting CXX compiler ABI info - done
– Detecting CXX compile features
– Detecting CXX compile features - done
– Configuring incomplete, errors occurred!
See also “/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/src/third_party.protobuf_aarch64/CMakeFiles/CMakeOutput.log”.
See also “/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf_aarch64/src/third_party.protobuf_aarch64/CMakeFiles/CMakeError.log”.
CMakeFiles/third_party.protobuf_aarch64.dir/build.make:109: recipe for target ‘third_party.protobuf_aarch64/src/third_party.protobuf_aarch64-stamp/third_party.protobuf_aarch64-configure’ failed
make[2]: *** [third_party.protobuf_aarch64/src/third_party.protobuf_aarch64-stamp/third_party.protobuf_aarch64-configure] Error 1
CMakeFiles/Makefile2:167: recipe for target ‘CMakeFiles/third_party.protobuf_aarch64.dir/all’ failed
make[1]: *** [CMakeFiles/third_party.protobuf_aarch64.dir/all] Error 2
make[1]: *** Waiting for unfinished jobs…
[ 5%] Building CXX object plugin/CMakeFiles/nvinfer_plugin_static.dir/priorBoxPlugin/priorBoxPlugin.cpp.o
– Looking for pthread.h - found
– Performing Test CMAKE_HAVE_LIBC_PTHREAD
– Performing Test CMAKE_HAVE_LIBC_PTHREAD - Failed
– Looking for pthread_create in pthreads
– Looking for pthread_create in pthreads - not found
– Looking for pthread_create in pthread
– Looking for pthread_create in pthread - found
– Found Threads: TRUE
– Found ZLIB: /usr/lib/aarch64-linux-gnu/libz.so (found version “1.2.11”)
CMake Warning (dev) at install.cmake:41 (message):
The file
“/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf/src/third_party.protobuf/src/google/protobuf/repeated_field_reflection.h”
is listed in
“/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/build/third_party.protobuf/src/third_party.protobuf/cmake/cmake/extract_includes.bat.in”
but there not exists. The file will not be installed.
Call Stack (most recent call first):
CMakeLists.txt:169 (include)
This warning is for project developers. Use -Wno-dev to suppress it.

– Configuring done
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Scanning dependencies of target libprotobuf
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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/multilevelProposeROI/multilevelProposeROIPlugin.cpp: In member function ‘virtual int nvinfer1::plugin::MultilevelProposeROI::enqueue(int, const void* const*, void**, void*, cudaStream_t)’:
/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/multilevelProposeROI/multilevelProposeROIPlugin.cpp:407:44: warning: pointer of type ‘void *’ used in arithmetic [-Wpointer-arith]
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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/multilevelProposeROI/multilevelProposeROIPlugin.cpp: In member function ‘virtual int nvinfer1::plugin::MultilevelProposeROI::enqueue(int, const void* const*, void**, void*, cudaStream_t)’:
/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/multilevelProposeROI/multilevelProposeROIPlugin.cpp:407:44: warning: pointer of type ‘void *’ used in arithmetic [-Wpointer-arith]
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[ 40%] Completed ‘third_party.protobuf’
[ 40%] Built target third_party.protobuf
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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/common/kernels/proposalKernel.cu(34): warning: variable “ALIGNMENT” was declared but never referenced

/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/common/kernels/proposalKernel.cu(34): warning: variable “ALIGNMENT” was declared but never referenced

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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/common/kernels/proposalKernel.cu(34): warning: variable “ALIGNMENT” was declared but never referenced

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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/common/kernels/proposalKernel.cu(34): warning: variable “ALIGNMENT” was declared but never referenced

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/home/nano-40068618/Dokumente/Studienarbeit_Marvin_Frede/TensorRT/plugin/common/kernels/proposalKernel.cu(34): warning: variable “ALIGNMENT” was declared but never referenced

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make[2]: *** No rule to make target ‘/usr/local/cuda-10.2/targets/aarch64-linux/lib/libcublas.so’, needed by ‘out/libnvinfer_plugin.so.7.1.3’. Stop.
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Hi,

For JetPack 4.4 or newer, please try the following command.
We just confirmed that it works well on JetPack4.5.

$ git clone -b release/7.1 https://github.com/NVIDIA/TensorRT.git
$ cd TensorRT
$ git submodule update --init --recursive
$ mkdir -p build && cd build
$ cmake .. -DGPU_ARCHS="53"  -DTRT_LIB_DIR=/usr/lib/aarch64-linux-gnu/ -DCMAKE_C_COMPILER=/usr/bin/gcc
$ make -j$(nproc)

Thanks.

Thank you @AastaLLL for your advise. I had to upgrade your solution.

git clone -b release/7.1 https://github.com/NVIDIA/TensorRT.git cd TensorRT
git submodule update --init --recursive mkdir -p build && cd build
cmake .. -DGPU_ARCHS="53" -DTRT_LIB_DIR=/usr/lib/aarch64-linux-gnu/ -DCMAKE_C_COMPILER=/usr/bin/gcc -DCMAKE_CUDA_COMPILER=/usr/local/cuda/bin/nvcc make -j$(nproc)

You advised helped me for JetPack4.4.1. I could install TensorRT_Oss and use the Plugins.
Than I wanted to reinstall everything from scratch on a new JetPack4.4.1 Image. I used the same steps as bevor and again get following error. I also get the Error on JetPack4.5.
I use cmake1.15.7 and install it with the .tar.gz file.

  • Which cmake version do you use (JetPack4.5 has cmake3.10.1 as standard but you need 1.13 at least)?

Error:
[ 37%] Linking CXX static library …/libnvinfer_plugin_static.a
[ 37%] Built target nvinfer_plugin_static
[ 37%] Building CXX object plugin/CMakeFiles/nvinfer_plugin.dir/__/samples/common/logger.cpp.o
[ 37%] Linking CXX shared library …/libnvinfer_plugin.so
[ 37%] Built target nvinfer_plugin
Makefile:151: recipe for target ‘all’ failed
make: *** [all] Error 2

Hi,

I use cmake 3.13.5 on JetPack4.5.

Thanks.

It is working with cmake 1.17.4 but it seems that it isn’t working with cmake 1.15.7.

Problem solved!

Good to know this.
Thanks for the feedback.