pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

pip install \
opencv-python-headless addict tensorboard mmcv==1.6.1 \
tqdm pycocotools plyfile==1.0.2 scikit-learn==1.3.2

sudo apt-get install -y libglib2.0-0

# 上り
scp -i ~/.ssh/mykey.txt -P 20122 data.tar.gz user@localhost:/home/user/

# 下り
scp -i ~/.ssh/mykey.txt -P 20122 user@localhost:/home/user/xxxxx.tar.gz .

# tar.gz 圧縮
tar -zcvf xxxx.tar.gz directory

# tar.gz 解凍
tar -zxvf xxxx.tar.gz


# /dev/shm の拡張
sudo nano /etc/fstab
tmpfs   /dev/shm    tmpfs   defaults,size=4G   0   0
sudo mount -o remount /dev/shm

df -h

Filesystem      Size  Used Avail Use% Mounted on
shm             4.0G     0  4.0G   0% /dev/shm
tmpfs            63G     0   63G   0% /sys/fs/cgroup
/dev/sda2       916G   74G  796G   9% /dev/termination-log
overlay          99G  8.2G   91G   9% /