diff --git a/config.yml b/config.yml
index 54cd4b30ada668e998597545dad8301359fb6d74..22a089affe4b11f729c9ae22fe2d3b09e9df803f 100644
--- a/config.yml
+++ b/config.yml
@@ -58,7 +58,7 @@ RNN:
   HiddenSize: 35
   NumLayers: 4
   NumFFN: 15
-  Dropout: 0.6
+  Dropout: 0.2
   Initialization: None
 
 #Name of directory containing logs
diff --git a/logs/main_unit_test.log b/logs/main_unit_test.log
index ea36318efd7ca71d0bebf9ce4b7a69c90f7fcfcd..deee767d885c526c245ad202326f1777abe2581c 100644
--- a/logs/main_unit_test.log
+++ b/logs/main_unit_test.log
@@ -1592,3 +1592,18 @@ 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 541789 samples
 INFO:root:  - The valid fold has 135371 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 542071 samples
+INFO:root:  - The valid fold has 135089 samples