use nvidia for ml and use smb for pictures storage

cluster/apps/immich/immich.yml

@@ -14,6 +14,9 @@ spec:
       labels:
         app: immich-app
     spec:
+      runtimeClassName: nvidia
+      nodeSelector:
+        hardware-type: nvidia
       initContainers:
       - name: wait-for-redis
         image: busybox
@@ -37,7 +40,7 @@ spec:
           done
       containers:
       - name: immich-server
-        image: ghcr.io/immich-app/immich-server:v1.131.3
+        image: ghcr.io/immich-app/immich-server:v1.132.3
         ports:
         - containerPort: 2283
         env:
@@ -60,20 +63,27 @@ spec:
         - mountPath: /usr/src/app/upload
           name: pictures
       - name: immich-machine-learning
-        image: ghcr.io/immich-app/immich-machine-learning:v1.131.2
+        image: ghcr.io/immich-app/immich-machine-learning:v1.132.3-cuda
         ports:
         - containerPort: 3003
         env:
         - name: REDIS_HOSTNAME
           value: "immich-redis-service"
+        - name: NVIDIA_VISIBLE_DEVICES
+          value: "all"
+        - name: MACHINE_LEARNING_DEVICE_IDS
+          value: "0"
         volumeMounts:
-        - mountPath: /cache
-          name: model-cache
+        - name: model-cache
+          mountPath: /cache
+        resources:
+          limits:
+            nvidia.com/gpu: 1
       volumes:
       - name: pictures
-        nfs:
-          server: 10.0.0.123
-          path: /pictures
+        persistentVolumeClaim:
+          claimName: immich-pictures-pvc
       - name: model-cache
         persistentVolumeClaim:
           claimName: longhorn-immich-cache
+