diff --git a/VAE/06-Prepare-CelebA-datasets.ipynb b/VAE/06-Prepare-CelebA-datasets.ipynb
index 9f88701ff7a6acdf173d717dc15d6a02ddb275c9..d57b7d5c08ca1accc26fd6ee5e9dc7eae404ea3d 100644
--- a/VAE/06-Prepare-CelebA-datasets.ipynb
+++ b/VAE/06-Prepare-CelebA-datasets.ipynb
@@ -114,10 +114,10 @@
      "text": [
       "Version              : 0.6.1 DEV\n",
       "Notebook id          : VAE6\n",
-      "Run time             : Monday 4 January 2021, 21:17:51\n",
-      "TensorFlow version   : 2.4.0\n",
-      "Keras version        : 2.4.0\n",
-      "Datasets dir         : /gpfswork/rech/mlh/uja62cb/datasets\n",
+      "Run time             : Monday 4 January 2021, 23:45:46\n",
+      "TensorFlow version   : 2.2.0\n",
+      "Keras version        : 2.3.0-tf\n",
+      "Datasets dir         : /home/pjluc/datasets/fidle\n",
       "Run dir              : ./run\n",
       "CI running mode      : none\n",
       "Update keras cache   : False\n",
@@ -301,7 +301,7 @@
     "# ---- Parameters you can change -----------------------------------\n",
     "\n",
     "# ---- Tests\n",
-    "scale       = 0.1\n",
+    "scale       = 0.2\n",
     "image_size  = (128,128)\n",
     "output_dir  = './data'\n",
     "\n",
@@ -337,12 +337,12 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Scale is : 1.0\n",
+      "Scale is : 0.2\n",
       "Image size is     : (128, 128)\n",
-      "dataset length is : 202599\n",
-      "cluster size is   : 10000\n",
+      "dataset length is : 40519\n",
+      "cluster size is   : 2000\n",
       "clusters nb  is   : 21\n",
-      "cluster dir  is   : /gpfswork/rech/mlh/uja62cb/datasets/celeba/enhanced/clusters-128x128\n"
+      "cluster dir  is   : ./data/clusters-128x128\n"
      ]
     },
     {
@@ -361,27 +361,27 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Cluster 000 :    [########################################] 100.0% of 10000\n",
-      "Cluster 001 :    [########################################] 100.0% of 10000\n",
-      "Cluster 002 :    [########################################] 100.0% of 10000\n",
-      "Cluster 003 :    [########################################] 100.0% of 10000\n",
-      "Cluster 004 :    [########################################] 100.0% of 10000\n",
-      "Cluster 005 :    [########################################] 100.0% of 10000\n",
-      "Cluster 006 :    [########################################] 100.0% of 10000\n",
-      "Cluster 007 :    [########################################] 100.0% of 10000\n",
-      "Cluster 008 :    [########################################] 100.0% of 10000\n",
-      "Cluster 009 :    [########################################] 100.0% of 10000\n",
-      "Cluster 010 :    [########################################] 100.0% of 10000\n",
-      "Cluster 011 :    [########################################] 100.0% of 10000\n",
-      "Cluster 012 :    [########################################] 100.0% of 10000\n",
-      "Cluster 013 :    [########################################] 100.0% of 10000\n",
-      "Cluster 014 :    [########################################] 100.0% of 10000\n",
-      "Cluster 015 :    [########################################] 100.0% of 10000\n",
-      "Cluster 016 :    [########################################] 100.0% of 10000\n",
-      "Cluster 017 :    [########################################] 100.0% of 10000\n",
-      "Cluster 018 :    [########################################] 100.0% of 10000\n",
-      "Cluster 019 :    [########################################] 100.0% of 10000\n",
-      "Cluster 020 :    [##########------------------------------]  25.0% of 10000\r"
+      "Cluster 000 :    [########################################] 100.0% of 2000\n",
+      "Cluster 001 :    [########################################] 100.0% of 2000\n",
+      "Cluster 002 :    [########################################] 100.0% of 2000\n",
+      "Cluster 003 :    [########################################] 100.0% of 2000\n",
+      "Cluster 004 :    [########################################] 100.0% of 2000\n",
+      "Cluster 005 :    [########################################] 100.0% of 2000\n",
+      "Cluster 006 :    [########################################] 100.0% of 2000\n",
+      "Cluster 007 :    [########################################] 100.0% of 2000\n",
+      "Cluster 008 :    [########################################] 100.0% of 2000\n",
+      "Cluster 009 :    [########################################] 100.0% of 2000\n",
+      "Cluster 010 :    [########################################] 100.0% of 2000\n",
+      "Cluster 011 :    [########################################] 100.0% of 2000\n",
+      "Cluster 012 :    [########################################] 100.0% of 2000\n",
+      "Cluster 013 :    [########################################] 100.0% of 2000\n",
+      "Cluster 014 :    [########################################] 100.0% of 2000\n",
+      "Cluster 015 :    [########################################] 100.0% of 2000\n",
+      "Cluster 016 :    [########################################] 100.0% of 2000\n",
+      "Cluster 017 :    [########################################] 100.0% of 2000\n",
+      "Cluster 018 :    [########################################] 100.0% of 2000\n",
+      "Cluster 019 :    [########################################] 100.0% of 2000\n",
+      "Cluster 020 :    [##########------------------------------]  25.0% of 2000\r"
      ]
     },
     {
@@ -400,8 +400,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Duration     :  0:51:04\n",
-      "Size         :  74.2 Go\n"
+      "Duration     :  0:05:06\n",
+      "Size         :  14.8 Go\n"
      ]
     }
    ],
@@ -444,8 +444,8 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "End time is : Monday 4 January 2021, 22:08:57\n",
-      "Duration is : 00:51:06 647ms\n",
+      "End time is : Monday 4 January 2021, 23:50:54\n",
+      "Duration is : 00:05:08 166ms\n",
       "This notebook ends here\n"
      ]
     }
diff --git a/fidle/log/finished.json b/fidle/log/finished.json
index bdb4a80d773184684106dc9a6fc794da248068f0..5270d12c169f48e7c8957cddf51d4def920f9427 100644
--- a/fidle/log/finished.json
+++ b/fidle/log/finished.json
@@ -126,10 +126,10 @@
         "duration": "00:00:10 061ms"
     },
     "VAE6": {
-        "path": "/gpfsdswork/projects/rech/mlh/uja62cb/fidle/VAE",
-        "start": "Monday 4 January 2021, 21:17:51",
-        "end": "Monday 4 January 2021, 22:08:57",
-        "duration": "00:51:06 647ms"
+        "path": "/home/pjluc/dev/fidle/VAE",
+        "start": "Monday 4 January 2021, 23:45:46",
+        "end": "Monday 4 January 2021, 23:50:54",
+        "duration": "00:05:08 166ms"
     },
     "GTS1": {
         "path": "/home/pjluc/dev/fidle/GTSRB",
@@ -150,8 +150,8 @@
         "duration": "00:00:08 736ms"
     },
     "VAE8": {
-        "path": "/gpfsdswork/projects/rech/mlh/uja62cb/fidle/VAE",
-        "start": "Monday 4 January 2021, 22:27:20",
+        "path": "/home/pjluc/dev/fidle/VAE",
+        "start": "Monday 4 January 2021, 23:53:16",
         "end": "",
         "duration": "Unfinished..."
     }