diff --git a/docker/docker.cfg b/docker/docker.cfg
index 5c48d9f83e3..dd43c35e7df 100644
--- a/docker/docker.cfg
+++ b/docker/docker.cfg
@@ -1,4 +1,4 @@
 [DEFAULT]
-build_docker_image_pytorch_version = 2.2.2-cuda12.1-cudnn8
+build_docker_image_pytorch_version = 2.3.1-cuda12.1-cudnn8
 build_docker_image_hvd_version = v0.28.1
 build_docker_image_msdp_version = v0.14.0