Training multiple models in Same GPU simultaneously and How to setup AI lab

deep_learning
gpu
#1

1.) Can we train multiple models in the same GPU (Eg: tesla V100). what are the ways to do it?

2.) How to set up an AI lab with a server which has 2 Tesla V100 16 or 32 GB how many students can use it simultaneously to train different models with DIGITS Interface.

3.) How many people can use DGX station and DGX server 1 for training different multiple models at simultaneously in a LAB setup?

4.) How can use GPU virtualization for Deep learning training?

#2

Have you tried Google Colab? Cheaper version(free) with GPU(K80) support. I believe you can also pay a small fee to use their TPU.

https://colab.research.google.com