From 6e8a88b48812c927e6a5548c58fd8bd4cc8ac0f6 Mon Sep 17 00:00:00 2001
From: Yandi <yandirzm@gmail.com>
Date: Tue, 31 Jan 2023 22:36:24 +0100
Subject: [PATCH] CNN_35_4

---
 config.yml              |  2 +-
 logs/main_unit_test.log | 27 +++++++++++++++++++++++++++
 2 files changed, 28 insertions(+), 1 deletion(-)

diff --git a/config.yml b/config.yml
index 7ff0ecc..09e8325 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 02f60ce..966b871 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
-- 
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