From a68562cbb7f602cc75b3f8f0bf0c285d9e4e4c8b Mon Sep 17 00:00:00 2001
From: Jordan Gong <jordan.gong@protonmail.com>
Date: Mon, 15 Mar 2021 20:28:06 +0800
Subject: Remove redundant wrapper given by dataloader

---
 models/model.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/models/model.py b/models/model.py
index c350d11..c1cc703 100644
--- a/models/model.py
+++ b/models/model.py
@@ -439,14 +439,14 @@ class Model:
         return gallery_samples, probe_samples
 
     def _get_eval_sample(self, sample: dict[str, Union[list, torch.Tensor]]):
-        label = sample.pop('label').item()
-        clip = sample.pop('clip').to(self.device)
+        label, condition, view, clip = sample.values()
         with torch.no_grad():
-            feature = self.rgb_pn(clip)
+            feature = self.rgb_pn(clip.to(self.device))
         return {
-            **{'label': label},
-            **sample,
-            **{'feature': feature}
+            'label': label.item(),
+            'condition': condition[0],
+            'view': view[0],
+            'feature': feature
         }
 
     @staticmethod
-- 
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