use nvidia for ml and use smb for pictures storage

cluster/apps/immich/immich-pv.yml

@@ -0,0 +1,27 @@
+---
+apiVersion: v1
+kind: PersistentVolume
+metadata:
+  annotations:
+    pv.kubernetes.io/provisioned-by: smb.csi.k8s.io
+  name: immich-pictures-pv
+  namespace: default
+spec:
+  capacity:
+    storage: 100Gi
+  accessModes:
+    - ReadWriteMany
+  persistentVolumeReclaimPolicy: Retain
+  storageClassName: immich-pictures-pv
+  mountOptions:
+    - dir_mode=0777
+    - file_mode=0777
+  csi:
+    driver: smb.csi.k8s.io
+    volumeHandle: 10.0.0.123#pictures#immich
+    volumeAttributes:
+      source: //10.0.0.123/pictures
+    nodeStageSecretRef:
+      name: smb-creds
+      namespace: default
+

cluster/apps/immich/immich-pvc.yml

@@ -11,3 +11,18 @@ spec:
   resources:
     requests:
       storage: 10Gi
+
+---
+apiVersion: v1
+kind: PersistentVolumeClaim
+metadata:
+  name: immich-pictures-pvc
+  namespace: default
+spec:
+  storageClassName: immich-pictures-pv
+  accessModes:
+    - ReadWriteMany
+  resources:
+    requests:
+      storage: 10Gi
+

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:
+        persistentVolumeClaim:
-          server: 10.0.0.123
+          claimName: immich-pictures-pvc
-          path: /pictures
       - name: model-cache
         persistentVolumeClaim:
           claimName: longhorn-immich-cache
+