產生YOLOv4 Docker映像檔過程記錄

# 產生YOLOv4 Docker映像檔過程記錄 ###### tags: `紀錄` `YOLOv4` :::info :boy: **作者：** neverleave0916 :mailbox_closed: **聯絡資訊：<neverleave0916@gmail.com>** :point_right: **修改日期：** 2020/7/12 03:52 ::: >- YOLOv4 in Ubuntu:video_game: > - 軟體版本： | Software | Version | |:--------------|:--------| | Ubunut | 18.04 | | Docker | 19.03.8 | | Nividia Driver| 440.82 | | CUDA | 10.2 | ## 1.啟動Docker ```console=+ docker run --gpus all --ipc=host -it -v /mnt/MIL/neverleave0916/code:/workspace -p 1000:8888 -p 5901:5901 -p 8090:8090 --name=yolo_v4 nvcr.io/nvidia/pytorch:20.03-py3 ``` 1000 : jupyter 5901 : 桌面環境 ```console=+ chmod 777 /tmp apt-get update ``` 1. Install VNC Server (遠端桌面環境將採用xfce): ```console=+ sudo apt-get install vnc4server xfce4 xfce4-goodies enter 88 1 6 73 等待 6 ``` 2. 建立VNC server的配置檔與user密碼: ```console=+ $ vncpasswd $ vim ~/.vnc/xstartup ``` ```=1 #!/bin/sh unset SESSION_MANAGER unset DBUS_SESSION_BUS_ADDRESS exec startxfce4 ``` ```console=+ $ chmod 755 ~/.vnc/xstartup ``` ```console=+ vncserver -geometry 1440x900 ``` ## 2.安裝YOLO環境需求 * CMake >= 3.12 * CUDA 10.0 (For GPU) * OpenCV >= 2.4 (For CPU and GPU) * cuDNN >= 7.0 for CUDA 10.0 (for GPU) * OpenMP (for CPU) * Other Dependencies: make, git, g++ ### 1.CMake >= 3.8 (for modern CUDA support)(CPU and GPU) * 安裝CMake ```console= apt install cmake ``` * 如要查看版本 ```console= cmake --version output:cmake version 3.14.0 ``` ### 2. CUDA 10.0 (For GPU) 已安裝 ### 3.cuDNN 已安裝 ### 4.OpenCV >= 2.4 (For CPU and GPU) * 安裝OpenCV(使用apt) ```console= apt install libopencv-dev python3-opencv ``` * 如要查看版本 ```console= opencv_version output:3.2.0 ``` ### 5. 其他需求 * 安裝 ```console= apt install make git g++ ``` * 如要查看版本 ```console= make --version output: GNU Make 4.1 Built for x86_64-pc-linux-gnu ``` ```console= git --version output:git version 2.17.1 ``` ```console= g++ --version output:g++ (Ubuntu 7.4.0-1ubuntu1~18.04.1) 7.4.0 ``` ```console= docker run --gpus all --ipc=host -it -v /mnt/MIL/neverleave0916/code:/workspace -p 1000:8888 -p 5901:5901 -p 8090:8090 --name=yolo_v4 neverleave0916/yolo_v4 vncserver -geometry 1440x900 ``` ---