setup Instance in Lambda Labs Cloud “for beginner”
What is Lambda Cloud :
Lambda GPU Cloud. for Deep Learning. Train the most demanding AI, ML, and Deep Learning models. Scale from a single machine to an entire fleet of VMs with a few clicks. here the link to start
- Lambda Cloud provide multi-GPU instances with affordable prices.
- each instance support NVIDIA- GPU Cuda, Pytorch, Tensorflow and many other features, but these are the most important for me.
Let’s Start:
- After creating an account
1- create the ssh key :
- you can add or create one, we will create a new one:
- Note: some times the file extension saved as “newssh.cer” we have to rename it to “newssh.pem”
2- launch instance 🚀:
- one of the most affordable instance
2- connect the instance via ssh :
cd Downloads/
cat newssh.pem
mv ~/Downloads/newssh.pem ~/.ssh
cd ~/.ssh
chmod 600 ~/.ssh/newssh.pem
ssh -i ~/.ssh/newssh.pem ubuntu@00.00.00.00
3- check the installations :
sudo apt-get update
sudo apt-get upgrade
4- check the GPUs:
nvidia-smi
Finally ,
Lambda Cloud is easy to use and affordable, but controlling the instance is limited for example we can’t stop the instance for a while to save the consuming and reduce the bill. the only option is to terminate the instance forever and that will erase any data on the instance.