server modifications

config.toml

@@ -1,6 +1,6 @@
 [data]
-mri_files_path = "../data/PET_volumes_customtemplate_float32/"
-xls_file_path = "../data/LP_ADNIMERGE.csv"
+mri_files_path = "/data/data_wnx1/_Data/AlzheimersDL/CNN+RNN-2class-1cnn+data/PET_volumes_customtemplate_float32/"
+xls_file_path = "/export/home/nschense/alzheimers/alzheimers_nn/LP_ADNIMERGE.csv"
 seed = 1
 data_splits = [0.7, 0.2, 0.1] # train, validation, test
 image_channels = 1
@@ -9,12 +9,12 @@ num_classes = 2 # AD, NL
 
 
 [training]
-device = "mps" # "cpu", "cuda", "mps"
+device = "cuda:1" # "cpu", "cuda", "mps"
 batch_size = 32
-ensemble_size = 1
+ensemble_size = 5
 droprate = 0.1
 learning_rate = 0.001
-num_epochs = 1
+num_epochs = 10
 
 [output]
-path = "../models/"
+path = "../models/5x10/"

requirements.txt

@@ -16,10 +16,10 @@ result==0.17.0
 scipy==1.15.3
 setuptools==80.8.0
 six==1.17.0
-sympy==1.14.0
-torch==2.7.0
-torchaudio==2.7.0
-torchvision==0.22.0
+sympy==1.13.1
+torch==2.6.0
+torchaudio==2.6.0
+torchvision==0.21.0
 tqdm==4.67.1
 typing_extensions==4.13.2
 tzdata==2025.2