【TensorRT】ubuntu16.04+cuda10.1安装tensorrt6

柔光的暖阳◎ 2022-11-18 04:55 388阅读 0赞

参考：[https://zhuanlan.zhihu.com/p/64053177][https_zhuanlan.zhihu.com_p_64053177]

上面的参考写得很好。

由于根据很多方法安装，可能这里借一点信息，那里借一点信息，所以最后综合写一下。

# 0.环境  #

ubuntu16.04
    
    cuda10.1
    cudnn7
    
    tensorrt6.0.1.5

# 1.安装 #

## 1.1 下载 ##

下载deb文件，[https://developer.nvidia.com/nvidia-tensorrt-6x-download][https_developer.nvidia.com_nvidia-tensorrt-6x-download]。

[https://developer.nvidia.com/compute/machine-learning/tensorrt/secure/6.0/GA\_6.0.1.5/local\_repos/nv-tensorrt-repo-ubuntu1404-cuda10.1-trt6.0.1.5-ga-20190913\_1-1\_amd64.deb][https_developer.nvidia.com_compute_machine-learning_tensorrt_secure_6.0_GA_6.0.1.5_local_repos_nv-tensorrt-repo-ubuntu1404-cuda10.1-trt6.0.1.5-ga-20190913_1-1_amd64.deb]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzM1OTc1NDQ3_size_16_color_FFFFFF_t_70][]

下载这个：

![20210412175949572.png][]

## 1.2 安装 ##

sudo su
    echo your_password
    
    
    dpkg -i nv-tensorrt-repo-ubuntu1604-cuda10.1-trt6.0.1.5-ga-20190913_1-1_amd64.deb
    apt-key add /var/nv-tensorrt-repo-cuda10.1-trt6.0.1.5-ga-20190913/7fa2af80.pub
    apt-get update
    apt-get -y install tensorrt

出现错误：

Reading package lists... Done
    Building dependency tree       
    Reading state information... Done
    Some packages could not be installed. This may mean that you have
    requested an impossible situation or if you are using the unstable
    distribution that some required packages have not yet been created
    or been moved out of Incoming.
    The following information may help to resolve the situation:
    
    The following packages have unmet dependencies:
     tensorrt : Depends: libnvinfer7 (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvinfer-plugin7 (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvparsers7 (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvonnxparsers7 (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvinfer-bin (= 7.0.0-1+cuda10.0) but it is not going to be installed
                Depends: libnvinfer-dev (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvinfer-plugin-dev (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvparsers-dev (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvonnxparsers-dev (= 7.0.0-1+cuda10.0) but 7.2.3-1+cuda11.1 is to be installed
                Depends: libnvinfer-samples (= 7.0.0-1+cuda10.0) but it is not going to be installed
                Depends: libnvinfer-doc (= 7.0.0-1+cuda10.0) but it is not going to be installed
    E: Unable to correct problems, you have held broken packages.

解决：

apt-get -y install libnvinfer6=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-plugin6=6.0.1-1+cuda10.1
    apt-get -y install libnvparsers6=6.0.1-1+cuda10.1
    apt-get -y install libnvonnxparsers6=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-bin=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-dev=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-dev=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-plugin-dev=6.0.1-1+cuda10.1
    apt-get -y install libnvparsers-dev=6.0.1-1+cuda10.1
    apt-get -y install libnvonnxparsers-dev=6.0.1-1+cuda10.1
    apt-get -y install libnvinfer-samples=6.0.1-1+cuda10.1
    
    
    apt-get -y install tensorrt

## 1.3 安装成功验证 ##

dpkg -l | grep TensorRT

[https_zhuanlan.zhihu.com_p_64053177]: https://zhuanlan.zhihu.com/p/64053177
[https_developer.nvidia.com_nvidia-tensorrt-6x-download]: https://developer.nvidia.com/nvidia-tensorrt-6x-download
[https_developer.nvidia.com_compute_machine-learning_tensorrt_secure_6.0_GA_6.0.1.5_local_repos_nv-tensorrt-repo-ubuntu1404-cuda10.1-trt6.0.1.5-ga-20190913_1-1_amd64.deb]: https://developer.nvidia.com/compute/machine-learning/tensorrt/secure/6.0/GA_6.0.1.5/local_repos/nv-tensorrt-repo-ubuntu1404-cuda10.1-trt6.0.1.5-ga-20190913_1-1_amd64.deb
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzM1OTc1NDQ3_size_16_color_FFFFFF_t_70]: /images/20221022/206a0b46c1ec40548031f9d99d429b10.png
[20210412175949572.png]: /images/20221022/9b7c0cf514864496bfe9eb3f5d9d4077.png