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NVIDIA / TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.
https://developer.nvidia.com/tensorrt
Apache License 2.0
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Unknown CMake command "set_ifndef". #429

Closed czs1886 closed 4 years ago

czs1886 commented 4 years ago

When I do cmake in /tensorrt/samples/opensource/sampleUffPluginV2Ext/build, it shows Unknown CMake command "set_ifndef". My cmake version is 3.12.1.

rmccorm4 commented 4 years ago

Per the README, you need CMake >= 3.13: https://github.com/NVIDIA/TensorRT#prerequisites

BloomBerry commented 4 years ago

Even though I am using CMake version 3.13.4, I also got set_ifndef .. Can anybody give me a solution??

rmccorm4 commented 4 years ago

Hi @bloomberry,

I use this script all the time to build this repo on x86 machines. Please use it as a reference for what's necessary: https://github.com/rmccorm4/tensorrt-utils/blob/master/OSS/build_OSS.sh

BloomBerry commented 4 years ago

Hi @rmccorm4 Thank you for your response!

However, When I tried to run your script, following errors arised:

(base) jang@jang:/media/jang/DATA/axe$ sudo sh run.sh 
...
Saving to: ‘cmake-3.14.4-Linux-x86_64.sh’

cmake-3.14.4-Linux-x86_64.sh                       100%[================================================================================================================>]  35.47M  1.15MB/s    in 32s     

2020-04-09 09:41:19 (1.11 MB/s) - ‘cmake-3.14.4-Linux-x86_64.sh’ saved [37196929/37196929]

CMake Installer Version: 3.14.4, Copyright (c) Kitware
This is a self-extracting archive.
The archive will be extracted to: /usr/local

Using target directory: /usr/local
Extracting, please wait...

Unpacking finished successfully
run.sh: 34: run.sh: popd: not found
run.sh: 39: run.sh: source: not found
Building for TensorRT version: 7.0.0.1, library version: 7.0.0
-- The CXX compiler identification is GNU 5.5.0
-- The CUDA compiler identification is NVIDIA 10.0.130
-- 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-10.0/bin/nvcc
-- Check for working CUDA compiler: /usr/local/cuda-10.0/bin/nvcc -- works
-- Detecting CUDA compiler ABI info
-- Detecting CUDA compiler ABI info - done
-- Targeting TRT Platform: x86_64
-- GPU_ARCHS is not defined. Generating CUDA code for default SMs: 35;53;61;70;75
-- CUDA version set to 10.2
-- cuDNN version set to 7.6
-- Protobuf version set to 3.0.0
CMake Warning at CMakeLists.txt:200 (message):
  Detected CUDA version is <= 10.0! Removing BERT plugins from compilation
  list.

-- Using libprotobuf /media/jang/DATA/axe/TensorRT/build/third_party.protobuf/lib/libprotobuf.a
-- ========================= Importing and creating target nvinfer ==========================
-- Looking for library nvinfer
-- Library that was found /usr/lib/x86_64-linux-gnu/libnvinfer.so
-- ==========================================================================================
-- ========================= Importing and creating target nvuffparser ==========================
-- Looking for library nvparsers
-- Library that was found /usr/lib/x86_64-linux-gnu/libnvparsers.so
-- ==========================================================================================
-- Protobuf proto/trtcaffe.proto -> proto/trtcaffe.pb.cc proto/trtcaffe.pb.h
-- /media/jang/DATA/axe/TensorRT/build/parsers/caffe
-- The C compiler identification is GNU 7.4.0
-- 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
Generated: /media/jang/DATA/axe/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx_onnx2trt_onnx-ml.proto
Generated: /media/jang/DATA/axe/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx-operators_onnx2trt_onnx-ml.proto
-- 
-- ******** Summary ********
--   CMake version         : 3.14.4
--   CMake command         : /usr/local/bin/cmake
--   System                : Linux
--   C++ compiler          : /usr/bin/g++
--   C++ compiler version  : 5.5.0
--   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=/media/jang/DATA/axe/TensorRT/build;ONNX_NAMESPACE=onnx2trt_onnx
--   CMAKE_PREFIX_PATH     : 
--   CMAKE_INSTALL_PREFIX  : /usr/src/tensorrt/lib/..
--   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 /media/jang/DATA/axe/TensorRT/include
-- Find TensorRT libs at /usr/lib/x86_64-linux-gnu/libnvinfer.so;/usr/lib/x86_64-linux-gnu/libnvinfer_plugin.so;TENSORRT_LIBRARY_MYELIN-NOTFOUND
-- Could NOT find TENSORRT (missing: TENSORRT_LIBRARY) 
ERRORCannot find TensorRT library.
-- Adding new sample: sample_char_rnn
--     - Parsers Used: none
--     - 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: trtexec
--     - Parsers Used: caffe;uff;onnx
--     - InferPlugin Used: ON
--     - Licensing: opensource
CMake Error: The following variables are used in this project, but they are set to NOTFOUND.
Please set them or make sure they are set and tested correctly in the CMake files:
TENSORRT_LIBRARY_MYELIN
    linked by target "nvonnxparser_static" in directory /media/jang/DATA/axe/TensorRT/parsers/onnx
    linked by target "nvonnxparser" in directory /media/jang/DATA/axe/TensorRT/parsers/onnx

-- Configuring incomplete, errors occurred!
See also "/media/jang/DATA/axe/TensorRT/build/CMakeFiles/CMakeOutput.log".
See also "/media/jang/DATA/axe/TensorRT/build/CMakeFiles/CMakeError.log".
make: *** No targets specified and no makefile found.  Stop.
make: *** No rule to make target 'install'.  Stop.
run.sh: 53: run.sh: figlet: not found

For now thus I set TENSORRT_LIBRARY and TENSORRT_LIBRARY_MYELIN in your script file

rmccorm4 commented 4 years ago

Hi @bloomberry,

run.sh: 34: run.sh: popd: not found run.sh: 39: run.sh: source: not found

  1. This is a bash script, so sh probably won't work as intended.
  2. Please run it with source build_OSS.sh, so that the environment variables (PATH, LD_LIBRARY_PATH, etc.) set inside the script will be visible in your shell after the script finishes.
  3. TENSORRT_LIBRARY_MYELIN NOTFOUND - this usually implies you don't have TensorRT 7 installed. Are you using an earlier version of TensorRT? For example, building the OSS components for TensorRT 6 requries using a different branch. You could try source build_OSS.sh 19.12 to build the OSS branch for TensorRT 6 -- but I recommend upgrading to TensorRT 7 if this is the case.
BloomBerry commented 4 years ago

Hi @rmccorm4 Thank you for quick response, As you mentioned, the problem was that I was using TensorRT-5 instead of TensorRT-7.

cd ~/Downloads
# Download TensorRT-7.0.0.11.CentOS-7.6.x86_64-gnu.cuda-10.0.cudnn7.6.tar.gz
tar -xvzf TensorRT-7.0.0.11.CentOS-7.6.x86_64-gnu.cuda-10.0.cudnn7.6.tar.gz
export TRT_RELEASE=`pwd`/TensorRT-7.0.0.11

After reinstall TensorRT 7, your build script worked fine.
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 ___) | |_| | (_| (_|  __/\__ \__ \
|____/ \__,_|\___\___\___||___/___/
pra-dan commented 3 years ago

@rmccorm4 On running your script on my google colab notebook, I get Detected CUDA version is < 11.0. SM80 not supported. whereas TensroRT recommends CUDA 10.2 + cudnn 8.1. This leads to failure in build. Any suggestion ?

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
-- Protobuf proto/trtcaffe.proto -> proto/trtcaffe.pb.cc proto/trtcaffe.pb.h
-- /content/TensorRT/samples/opensource/sampleUffMaskRCNN/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: /content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx_onnx2trt_onnx-ml.proto
Generated: /content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/build/parsers/onnx/third_party/onnx/onnx/onnx-operators_onnx2trt_onnx-ml.proto
-- 
-- ******** Summary ********
--   CMake version         : 3.14.4
--   CMake command         : /usr/local/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=/content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/build;ONNX_NAMESPACE=onnx2trt_onnx
--   CMAKE_PREFIX_PATH     : 
--   CMAKE_INSTALL_PREFIX  : /usr/src/tensorrt/lib/..
--   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 /content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/include
-- Find TensorRT libs at /usr/lib/x86_64-linux-gnu/libnvinfer.so;/usr/lib/x86_64-linux-gnu/libnvinfer_plugin.so;/usr/lib/x86_64-linux-gnu/libmyelin.so
-- Found TENSORRT: /content/TensorRT/samples/opensource/sampleUffMaskRCNN/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
CMake Error: The following variables are used in this project, but they are set to NOTFOUND.
Please set them or make sure they are set and tested correctly in the CMake files:
CUBLASLT_LIB
    linked by target "nvinfer_plugin" in directory /content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/plugin

-- Configuring incomplete, errors occurred!
See also "/content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/build/CMakeFiles/CMakeOutput.log".
See also "/content/TensorRT/samples/opensource/sampleUffMaskRCNN/TensorRT/build/CMakeFiles/CMakeError.log".
make: *** No targets specified and no makefile found.  Stop.
make: *** No rule to make target 'install'.  Stop.
 _____     _ _          _ 
|  ___|_ _(_) | ___  __| |
| |_ / _` | | |/ _ \/ _` |
|  _| (_| | | |  __/ (_| |
|_|  \__,_|_|_|\___|\__,_|
pra-dan commented 3 years ago

Ok. I got past this error by using CUDA 10.2 + cudnn 8.1 and TensorRT 7.0.0.11.

Modified your script slightly. Can you please guide me how should I visualise the results of MaskRCNN UFF predictions ? I mean, is there a way to save the mask ?

cotyyang commented 2 years ago

maybe you only add this code in the cmakefile.

macro(set_ifndef var val)
    if (NOT ${var})
        set(${var} ${val})
    endif()
    message(STATUS "Configurable variable ${var} set to ${${var}}")
endmacro()
hopezhou commented 2 years ago

include(../../cmake/modules/set_ifndef.cmake) add this line in the CMakeLists.txt file.

this is because cmake cannt find the set_ifndef op.

akshaygulabrao commented 1 year ago

@hopezhou thank you so much this fix worked for me

siddagra commented 1 year ago

include(../../cmake/modules/set_ifndef.cmake) add this line in the CMakeLists.txt file.

this is because cmake cannt find the set_ifndef op.

Did not work for me. It cannot find the file there either