From 8df0ceb1b7015e06aac2a009488fccd893fd2fb7 Mon Sep 17 00:00:00 2001
From: Yandi <yandirzm@gmail.com>
Date: Fri, 3 Feb 2023 22:13:03 +0100
Subject: [PATCH] CNN dropout = 0.2

---
 config.yml              |  2 +-
 logs/main_unit_test.log | 15 +++++++++++++++
 2 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/config.yml b/config.yml
index 54cd4b3..22a089a 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 ea36318..deee767 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
-- 
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