diff --git a/.github/workflows/mlperf.yml b/.github/workflows/mlperf.yml
new file mode 100644
index 0000000000..6d50dbc77f
--- /dev/null
+++ b/.github/workflows/mlperf.yml
@@ -0,0 +1,17 @@
+name: Run MLPerf Training
+
+on:
+  # schedule:
+  #   - cron: '0 */1 * * *'
+  workflow_dispatch:
+
+jobs:
+  run_script_job:
+    runs-on: [self-hosted, Linux, tinyboxgreen]
+
+    steps:
+    - name: Checkout Code
+      uses: actions/checkout@v4
+    - name: Run resnet
+      run: |
+        examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_beam.sh
\ No newline at end of file