diff --git a/.gitignore b/.gitignore
index 712135b..723130a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,14 +1,15 @@
 **/.ipynb_checkpoints
 **/.cache
+**/workspaces
+**/user-settings
 fastbook
-*.jpg
+*.jpg*
 *.JPG
 *.png
 *.gif
 *.jpeg
-#**/pytorch/jupyter-settings
-**/workspaces
-**/user-settings
+*.img
 .Trash*
 *pkl
 data
+*webp
diff --git a/pytorch/docker-compose.yml b/pytorch/docker-compose.yml
index 9405b1a..7d8f2b0 100644
--- a/pytorch/docker-compose.yml
+++ b/pytorch/docker-compose.yml
@@ -5,12 +5,10 @@ version: '3.8'
 #    ROOT_DIR
 #    JUPYTER_PORT
 #==================================================
-
 services:
   jupyter:
-    user: "oleg"
     build: ${ROOT_DIR}
-    image: cvtt/jupyter_gpu_pt:v1.0.9
+    image: cvtt/jupyter_gpu_pt:v1.1.1
     container_name: jupyter_gpu_pt
     runtime: nvidia
     environment: