diff --git a/.github/workflows/cron.yml b/.github/workflows/cron.yml
index 88f4522b5b..c1015cd541 100644
--- a/.github/workflows/cron.yml
+++ b/.github/workflows/cron.yml
@@ -30,7 +30,7 @@ jobs:
             base: "nvcr.io/nvidia/pytorch:21.06-py3"  # CUDA 11.3
           - environment: PTLATEST+CUDA118
             pytorch: "-U torch torchvision --extra-index-url https://download.pytorch.org/whl/cu118"
-            base: "nvcr.io/nvidia/pytorch:23.02-py3"  # CUDA 11.8
+            base: "nvcr.io/nvidia/pytorch:23.03-py3"  # CUDA 11.8
     container:
       image: ${{ matrix.base }}
       options: "--gpus all"
@@ -76,7 +76,7 @@ jobs:
     if: github.repository == 'Project-MONAI/MONAI'
     strategy:
       matrix:
-        container: ["pytorch:22.09", "pytorch:22.11", "pytorch:23.02"]
+        container: ["pytorch:22.09", "pytorch:22.11", "pytorch:23.03"]
     container:
       image: nvcr.io/nvidia/${{ matrix.container }}-py3  # testing with the latest pytorch base image
       options: "--gpus all"
@@ -121,7 +121,7 @@ jobs:
     if: github.repository == 'Project-MONAI/MONAI'
     strategy:
       matrix:
-        container: ["pytorch:22.09", "pytorch:22.11", "pytorch:23.02"]
+        container: ["pytorch:22.09", "pytorch:22.11", "pytorch:23.03"]
     container:
       image: nvcr.io/nvidia/${{ matrix.container }}-py3  # testing with the latest pytorch base image
       options: "--gpus all"
@@ -221,7 +221,7 @@ jobs:
     if: github.repository == 'Project-MONAI/MONAI'
     needs: cron-gpu  # so that monai itself is verified first
     container:
-      image: nvcr.io/nvidia/pytorch:23.02-py3  # testing with the latest pytorch base image
+      image: nvcr.io/nvidia/pytorch:23.03-py3  # testing with the latest pytorch base image
       options: "--gpus all --ipc=host"
     runs-on: [self-hosted, linux, x64, integration]
     steps:
diff --git a/.github/workflows/pythonapp-gpu.yml b/.github/workflows/pythonapp-gpu.yml
index acbd6c648d..164df5efcc 100644
--- a/.github/workflows/pythonapp-gpu.yml
+++ b/.github/workflows/pythonapp-gpu.yml
@@ -42,9 +42,9 @@ jobs:
             pytorch: "torch==1.13.1 torchvision==0.14.1"
             base: "nvcr.io/nvidia/cuda:11.6.1-devel-ubuntu18.04"
           - environment: PT114+CUDA120DOCKER
-            # 23.02: 1.14.0a0+44dac51
+            # 23.03: 2.0.0a0+1767026
             pytorch: "-h"  # we explicitly set pytorch to -h to avoid pip install error
-            base: "nvcr.io/nvidia/pytorch:23.02-py3"
+            base: "nvcr.io/nvidia/pytorch:23.03-py3"
     container:
       image: ${{ matrix.base }}
       options: --gpus all --env NVIDIA_DISABLE_REQUIRE=true  # workaround for unsatisfied condition: cuda>=11.6
diff --git a/Dockerfile b/Dockerfile
index 9bc0eee70c..653dd1571c 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,7 +11,7 @@
 
 # To build with a different base image
 # please run `docker build` using the `--build-arg PYTORCH_IMAGE=...` flag.
-ARG PYTORCH_IMAGE=nvcr.io/nvidia/pytorch:23.02-py3
+ARG PYTORCH_IMAGE=nvcr.io/nvidia/pytorch:23.03-py3
 FROM ${PYTORCH_IMAGE}
 
 LABEL maintainer="monai.contact@gmail.com"