From b9cda066e486f17b36d4cb063de3223f8cf4c79f Mon Sep 17 00:00:00 2001
From: "Daniel.Frisinghelli" <daniel.frisinghelli@eurac.edu>
Date: Tue, 19 Oct 2021 16:41:18 +0200
Subject: [PATCH] Iterate over predictands.
---
Scripts/lr_range_test.sh | 34 ++++++++++++++++++++++++----------
1 file changed, 24 insertions(+), 10 deletions(-)
diff --git a/Scripts/lr_range_test.sh b/Scripts/lr_range_test.sh
index 1dc3c25..780d680 100644
--- a/Scripts/lr_range_test.sh
+++ b/Scripts/lr_range_test.sh
@@ -6,19 +6,33 @@ conda activate climax
# move to project repository
cd ~/git/climax
-# loss functions
-LOSS=(L1Loss BernoulliGammaLoss BernoulliWeibullLoss MSELoss)
+# predictands
+PREDICTAND=(pr tasmin tasmax)
-# iterate over loss functions
-for loss in ${LOSS[@]}; do
+# iterate over predictands
+for predictand in ${PREDICTAND[@]}; do
- # change loss function in configuration
- if [ "$loss" = "L1Loss" ] || [ "$loss" = "MSELoss" ]; then
- sed -i "s/LOSS\s*=.*/LOSS=$loss()/" ./climax/main/config.py
+ # change predictand in configuration
+ sed -i "s/PREDICTAND\s*=.*/PREDICTAND='$predictand'/" ./climax/main/config.py
+
+ # define available loss functions for current predictand
+ if [ "$predictand" = "pr" ]; then
+ LOSS=(L1Loss BernoulliGammaLoss BernoulliWeibullLoss MSELoss)
else
- sed -i "s/LOSS\s*=.*/LOSS=$loss(min_amount=1)/" ./climax/main/config.py
+ LOSS=(L1Loss MSELoss)
fi
- # run learning rate range test
- python climax/main/lr_range_test.py
+ # iterate over loss functions
+ for loss in ${LOSS[@]}; do
+
+ # change loss function in configuration
+ if [ "$loss" = "L1Loss" ] || [ "$loss" = "MSELoss" ]; then
+ sed -i "s/LOSS\s*=.*/LOSS=$loss()/" ./climax/main/config.py
+ else
+ sed -i "s/LOSS\s*=.*/LOSS=$loss(min_amount=1)/" ./climax/main/config.py
+ fi
+
+ # run learning rate range test
+ python climax/main/lr_range_test.py
+ done
done
--
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