From 869adcca7a4841967b9096c466e65be2ba23037f Mon Sep 17 00:00:00 2001
From: lcalmettes <leo.calmettes@etu.ec-lyon.fr>
Date: Wed, 16 Apr 2025 16:00:04 +0200
Subject: [PATCH] =?UTF-8?q?=09modifi=C3=A9=C2=A0:=20=20=20=20=20=20=20=20?=
 =?UTF-8?q?=20config/config.py=20=09modifi=C3=A9=C2=A0:=20=20=20=20=20=20?=
 =?UTF-8?q?=20=20=20main.py?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 config/config.py                              |   2 ++
 main.py                                       |   2 +-
 ...noise_1000_lr_0.001_model_ResNet18_duo.png | Bin 79128 -> 78778 bytes
 ...noise_1000_lr_0.001_model_ResNet18_duo.png | Bin 21114 -> 21634 bytes
 4 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/config/config.py b/config/config.py
index 73f7754..ac5144b 100644
--- a/config/config.py
+++ b/config/config.py
@@ -10,6 +10,8 @@ def load_args():
     parser.add_argument('--noise_threshold', type=int, default=1000)
     parser.add_argument('--lr', type=float, default=0.001)
     parser.add_argument('--optim', type = str, default = "Adam")
+    parser.add_argument('--beta1', type=float, default=0.9)
+    parser.add_argument('--beta2', type=float, default=0.999)
     parser.add_argument('--momentum', type=float, default=0.9)
     parser.add_argument('--classes_names', type=list, default = ["Citrobacter freundii","Citrobacter koseri","Enterobacter asburiae","Enterobacter cloacae","Enterobacter hormaechei","Escherichia coli","Klebsiella aerogenes","Klebsiella michiganensis","Klebsiella oxytoca","Klebsiella pneumoniae","Klebsiella quasipneumoniae","Proteus mirabilis","Salmonella enterica"])
     parser.add_argument('--classes_numbers', type=list, default = [51,12,9,10,86,231,20,13,24,96,11,39,11])
diff --git a/main.py b/main.py
index b89b351..7d02e10 100644
--- a/main.py
+++ b/main.py
@@ -230,7 +230,7 @@ def run_duo(args):
     if args.optim == "SGD":
         optimizer = optim.SGD(model.parameters(), lr=args.lr, momentum=args.momentum)
     elif args.optim == "Adam":
-        optimizer = optim.Adam(model.parameters(), lr=args.lr)
+        optimizer = optim.Adam(model.parameters(), lr=args.lr, betas = (args.beta1,args.beta2))
     else:
         raise Exception("Unusual args.optim")
     #train model
diff --git a/output/confusion_matrix_noise_1000_lr_0.001_model_ResNet18_duo.png b/output/confusion_matrix_noise_1000_lr_0.001_model_ResNet18_duo.png
index 6a95ebc7a9edc4eedb7f58bec1ada010ea1239a3..b374ff872f64700de0913ce9275856810d89259f 100644
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