diff --git a/.gitmodules b/.gitmodules
index e69de29..f2781d0 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -0,0 +1,3 @@
+[submodule "utils/pytorch_utils"]
+	path = utils/pytorch_utils
+	url = https://github.com/erikwijmans/etw_pytorch_utils.git
diff --git a/utils/pytorch_utils b/utils/pytorch_utils
new file mode 160000
index 0000000..327d0c8
--- /dev/null
+++ b/utils/pytorch_utils
@@ -0,0 +1 @@
+Subproject commit 327d0c884268389a14deedc08963cc848ca5ff19