ubuntu16.04-安装CUDA、OpenCV 、DarkNet 、TensorFlow

Love The Way You Lie 2023-06-13 06:09 154阅读 0赞

根据自己的系统下载驱动

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70][]

将驱动加入黑名单

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 1][]

![20191114143616851.png][]

从以下命令可以看出安装的10.1版本

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 2][]

在使用runfile安装CUDA10时，始终安装不成功，所以尝试使用.deb文件安装，结果安装成功。

下载CUDA安装驱动(.deb)文件

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 3][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 4][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 5][]

按照官网给的安装即可：

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 6][]

按照以上提示

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 7][]

然后执行更新

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安装

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 9][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 10][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 11][]

![2019111414521055.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 12][]

利用命令“history” 查看自己的操作步骤

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 13][]

安装cudnn:

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 14][]

复制：

![20191114145834291.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 15][]

添加环境变量：

![20191114145917709.png][]

测试是否安装成功

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 16][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 17][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 18][]

安装OpenCV

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 19][]

![20191114150233377.png][]

配置OpenCV的环境变量：

![20191114150315640.png][]

安装DarkNet:

![20191114150345318.png][]

安装Anaconda

![20191114150354482.png][]

![2019111415042236.png][]

![20191114150433862.png][]

![20191114150450472.png][]

pip安装TensorFlow，因为目前pip安装支持的是CUDA10.0版本编译的

![20191114150508636.png][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 20][]

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 21][]

测试针对TensorFlow是否有可用的GPU

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly96aGFuZ3BpbmcuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 22][]

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[20191114150233377.png]: https://img-blog.csdnimg.cn/20191114150233377.png
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