Deep learning workloads can be two generic types:
To run an unattended training session, we used the runai submit command. We ran the training using the runai-quickstart image:
runai submit qf-a2 -i gcr.io/run-ai-demo/quickstart -g 1
Figure 4. GPU allocation and utilization for a training job
The figure shows that one GPU is allocated to the job and is fully used by the training job.