parametrization of everything

pytorch/pytorch.py

@@ -37,11 +37,6 @@ try:
 except:
     numberOfEpochParam = 1500
 
-@ex.config
-def my_config():
-    global epochs
-    epochs = numberOfEpochParam
-  
 
 
 
@@ -141,7 +136,14 @@ output_size = len(output_cols)
 
 
 # In[10]:
-
+@ex.config
+def my_config():
+    global epochs
+    epochs = numberOfEpochParam
+    lr=lr
+    model=model 
+    train_loader=train_loader
+    val_loader=val_loader
 
 model=WineQuality()
 
@@ -205,6 +207,6 @@ def main():
     lr = 1e-6
     #my_config()
     #print("number of epochs is: ", epochs)
-    history5 = fit(lr, model, train_loader, val_loader)
+    history5 = fit()
 
 #ex.run()