Awesome Agents on Google Cloud

hello-gpu

Smallest possible Cloud Run GPU check: an HTTP server that says hello and prints nvidia-smi. Deploying this once also auto-grants the L4 GPU quota in the region.

gcloud run deploy hello-gpu \
  --source . \
  --region us-central1 \
  --gpu 1 --gpu-type nvidia-l4 --no-gpu-zonal-redundancy \
  --cpu 4 --memory 16Gi \
  --max-instances 1 \
  --allow-unauthenticated

Then curl the service URL and you should see the L4 in the nvidia-smi table. Scale-to-zero is the default, so an idle service costs nothing.