diff --git a/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements-torch1.9.0_rocm.txt b/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements-torch1.9.0_rocm.txt
index 8c5422cddf..713f5bc325 100644
--- a/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements-torch1.9.0_rocm.txt
+++ b/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements-torch1.9.0_rocm.txt
@@ -1,3 +1,5 @@
+# TODO: Remove pinned version of Pillow of 8.2.0 when 8.3.0 release regression issue https://github.com/python-pillow/Pillow/issues/5571 is resolved
+Pillow==8.2.0
 # transformers requires sklearn
 --pre
 -f https://download.pytorch.org/whl/rocm4.2/torch_stable.html
diff --git a/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements_torch1.9.0_cu10.2.txt b/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements_torch1.9.0_cu10.2.txt
index f29e2e2025..4eb99c3589 100644
--- a/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements_torch1.9.0_cu10.2.txt
+++ b/tools/ci_build/github/linux/docker/scripts/training/ortmodule/stage1/requirements_torch1.9.0_cu10.2.txt
@@ -1,3 +1,5 @@
+# TODO: Remove pinned version of Pillow of 8.2.0 when 8.3.0 release regression issue https://github.com/python-pillow/Pillow/issues/5571 is resolved
+Pillow==8.2.0
 --pre
 -f https://download.pytorch.org/whl/torch_stable.html
 torch==1.9.0+cu102