diff --git a/docker/cloudbuild.yaml b/docker/cloudbuild.yaml
index a018da36..43c387fe 100644
--- a/docker/cloudbuild.yaml
+++ b/docker/cloudbuild.yaml
@@ -2,5 +2,9 @@ steps:
 - id: 'build-cpu-image'
   name: gcr.io/cloud-builders/docker
   args: ['build', '-f', './docker/cpu.Dockerfile', '-t', 'gcr.io/kaggle-images/python-simulations', '.']
-images: ['gcr.io/kaggle-images/python-simulations']
+- id: 'build-gpu-image'
+  name: gcr.io/cloud-builders/docker
+  args: ['build', '-f', './docker/gpu.Dockerfile', '-t', 'gcr.io/kaggle-gpu-images/python-simulations', '.']
+waitFor: ['-']
+images: ['gcr.io/kaggle-images/python-simulations', 'gcr.io/kaggle-gpu-images/python-simulations']
 timeout: 24h
\ No newline at end of file