diff --git a/katib/hp-tuning.yaml b/katib/hp-tuning.yaml
index 58ed22178bdb28f22cc640a8a8fd47a49d6689ed..8202105b6c5cc7c1c8f56a0d557f6c84d860a27a 100644
--- a/katib/hp-tuning.yaml
+++ b/katib/hp-tuning.yaml
@@ -68,6 +68,11 @@ spec:
                     resources: 
                       limits:
                         nvidia.com/gpu: 1
+                    env:
+                    - name: PATH
+                      value: /bin:/usr/bin:/usr/local/bin:/opt/nvidia-driver/bin
+                    - name: LD_LIBRARY_PATH
+                      value: /opt/nvidia-driver/lib64
                     volumeMounts:
                       - name: eos
                         mountPath: /eos
@@ -120,6 +125,11 @@ spec:
                     resources: 
                       limits:
                         nvidia.com/gpu: 1
+                    env:
+                    - name: PATH
+                      value: /bin:/usr/bin:/usr/local/bin:/opt/nvidia-driver/bin
+                    - name: LD_LIBRARY_PATH
+                      value: /opt/nvidia-driver/lib64
                     volumeMounts:
                       - name: eos
                         mountPath: /eos