diff --git a/config.yml b/config.yml
index 7ff0ecc4a3694a36f71661a936b45b28dcb784a4..09e83255cb3ff718960ccb281dbedd49d780e5ac 100644
--- a/config.yml
+++ b/config.yml
@@ -56,7 +56,7 @@ BidirectionalLSTM:
 
 RNN:
   HiddenSize: 35
-  NumLayers: 16
+  NumLayers: 4
   Initialization: None
 
 #Name of directory containing logs
diff --git a/logs/main_unit_test.log b/logs/main_unit_test.log
index 02f60cecbac808dd6b101ce8dc0288989f49c02d..966b8719b610489cf43c1ca6a0edde76c9b6db9a 100644
--- a/logs/main_unit_test.log
+++ b/logs/main_unit_test.log
@@ -1306,3 +1306,30 @@ INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and
 INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
 INFO:root:  - The train fold has 36035 samples
 INFO:root:  - The valid fold has 9109 samples
+INFO:root:= Dataloaders for mean and standard deviation
+INFO:root:  - Dataset creation
+INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points
+INFO:root:Generating the index
+INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
+INFO:root:  - Loaded a dataset with 677160 samples
+INFO:root:  - Splitting the data in training and validation sets
+INFO:root:Generating the subset files from 677160 samples
+INFO:root:  - Subset dataset
+INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points
+INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
+INFO:root:  - The train fold has 541668 samples
+INFO:root:= Dataloaders
+INFO:root:  - Dataset creation
+INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points
+INFO:root:Generating the index
+INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
+INFO:root:  - Loaded a dataset with 677160 samples
+INFO:root:  - Splitting the data in training and validation sets
+INFO:root:Generating the subset files from 677160 samples
+INFO:root:  - Subset dataset
+INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points
+INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
+INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points
+INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx
+INFO:root:  - The train fold has 542473 samples
+INFO:root:  - The valid fold has 134687 samples