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# Training
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torchrun --nproc_per_node 1 --master_port 12364 train.py --gpus 1 -o ./logs/test-unet/ --conf_path ./conf/conf.yml
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# Prediction
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torchrun --nproc_per_node 1 --master_port 12365 predict.py --gpus 0 -o ./results/unet_still_work/ --conf_path ./conf/unet.yml  -k ./logs/unet_still_work/
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tar xvf work.tar # Extract tar file
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tar -cvf FileName.tar DirName # Package DirName and all its files (folders)

1
tar xvf work.tar # Extract tar file
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tar -cvf FileName.tar DirName # Package DirName and all its files (folders)
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4

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watch -n 2 --color gpustat --c  #Monitor GPU
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sudo chmod 0750 /home/username  #Set other users unable to access
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ubuntu-drivers devices  #View available drivers
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uname -a  #View system information
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uncompyle6 -o DataManage.py .\DataManage.pyc #Decompile pyc -> py
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lspci -vnn | grep VGA #Check system model
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df -h #Check hard drive capacity
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chomd -R 700 dir # Make the path accessible only to the user themselves
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curl 'http://202.204.48.66' --data "DDDDD=41824276&upass=08173039&0MKKey="
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unset http_proxy
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unset https_proxy
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x-www-browser http://some-url.org
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sudo /usr/local/sunlogin/bin/sunloginclient
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#Delete within one day
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sudo find /tmp -type f -atime +1 -delete
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# Delete pip cached packages
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pip cache purge
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#Check hard drive status
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df -h
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#Find top 50 largest files under a path
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sudo du -hd 1 /home/user/ | sort -hr | head -50
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#Server transfer command
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sudo scp -r -P 10091 /data/cc/TOF_private/resample/label+/ cyq@frp.visual3d.cn:/external_disk/cc_data/
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# Clean up GPU zombie processes, this command will kill all processes
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fuser -v /dev/nvidia2 | awk '{print $0}' |  xargs kill -9
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Where nvidia2 represents killing the nvidia card with index 2 (generally the order is card 0, card 1, card 2....)
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# Install missing packages for a program
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pip install pipreqs
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pipreqs ./ # Will generate a requirements txt
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# Make a file readable, writable, and executable
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chmod 777 xxx.file
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4 (read) 2 (write) 1 (execute)
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# Change file owner
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chown cc:cc cyq.txt
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# Find frp process and run frp in background
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ps -aux|grep frp| grep -v grep
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# Clash for Windows usage
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Path ./config/clash4linux
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# Run
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./clash_linux
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# Set terminal to use proxy
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export http_proxy="http://127.0.0.1:10809"
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export https_proxy="http://127.0.0.1:10808"
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# Git proxy
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git config --global http.proxy 'http://127.0.0.1:10809'
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git config --global https.proxy 'http://127.0.0.1:10808'
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# Cancel proxy
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unset http_proxy
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unset https_proxy
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# Git cancel proxy
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git config --global --unset http.proxy
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git config --global --unset https.proxy
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71
To delete none images, you must first delete the containers in the images. To delete containers in images, you must stop the containers first.
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docker images
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$ docker stop $(docker ps -a | grep "Exited" | awk '{print $1 }') //Stop containers
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$ docker rm $(docker ps -a | grep "Exited" | awk '{print $1 }') //Delete containers
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$ docker rmi $(docker images | grep "none" | awk '{print $3}') //Delete images
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#Specify visible GPUs for program
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CUDA_VISIBLE_DEVICES=0,1,2,3 python xxx.py