diff --git a/train.py b/train.py
index 92a879a1..dff2dca0 100644
--- a/train.py
+++ b/train.py
@@ -63,7 +63,8 @@ def main(opt):
 
         # Set optimizer
         # optimizer = torch.optim.Adam(filter(lambda p: p.requires_grad, model.parameters()))
-        optimizer = torch.optim.SGD(filter(lambda p: p.requires_grad, model.parameters()))
+        optimizer = torch.optim.SGD(filter(lambda p: p.requires_grad, model.parameters()),
+                                    lr=1e-3, momentum=.9, weight_decay=5e-4)
 
         start_epoch = checkpoint['epoch'] + 1
         if checkpoint['optimizer'] is not None:
@@ -85,7 +86,7 @@ def main(opt):
 
         # Set optimizer
         # optimizer = torch.optim.Adam(model.parameters(), lr=1e-4, weight_decay=5e-4)
-        optimizer = torch.optim.SGD(model.parameters(), lr=1e-3, momentum=.9, weight_decay=5e-4, nesterov=True)
+        optimizer = torch.optim.SGD(model.parameters(), lr=1e-3, momentum=.9, weight_decay=5e-4)
 
     # Set scheduler
     # scheduler = torch.optim.lr_scheduler.MultiStepLR(optimizer, milestones=[54, 61], gamma=0.1)