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authorJordan Gong <jordan.gong@protonmail.com>2021-02-14 16:46:56 +0800
committerJordan Gong <jordan.gong@protonmail.com>2021-02-14 16:46:56 +0800
commit929c48093c9f49a515420eb28d2678e48756b300 (patch)
tree9ec187d721c97a588f0207efe1311ceeee827d96 /models/model.py
parentec7d85a066592bfbed2f6c4c56f9f0b6269897e3 (diff)
Prepare for DataParallel
Diffstat (limited to 'models/model.py')
-rw-r--r--models/model.py2
1 files changed, 2 insertions, 0 deletions
diff --git a/models/model.py b/models/model.py
index 9cb6a8e..f79b832 100644
--- a/models/model.py
+++ b/models/model.py
@@ -193,6 +193,8 @@ class Model:
x_c1 = batch_c1['clip'].to(self.device)
x_c2 = batch_c2['clip'].to(self.device)
y = batch_c1['label'].to(self.device)
+ # Duplicate labels for each part
+ y = y.unsqueeze(1).repeat(1, self.rgb_pn.num_total_parts)
losses, images = self.rgb_pn(x_c1, x_c2, y)
loss = losses.sum()
loss.backward()