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lines changed Original file line number Diff line number Diff line change @@ -90,6 +90,7 @@ def test_xbm_multisupcon_val(self):
9090                        self .test_xbm_multisupcon_val_gt [dtype ][b ], 
9191                        atol = 1e-2  if  dtype  ==  torch .float16  else  1e-4 ))
9292
93+                     
9394    def  test_with_no_valid_pairs (self ):
9495        for  dtype  in  TEST_DTYPES :
9596            embedding_angles  =  [0 ]
@@ -105,21 +106,6 @@ def test_with_no_valid_pairs(self):
105106            loss .backward ()
106107            self .assertEqual (loss , 0 )
107108
108-     def  test_ (self ):
109-         for  dtype  in  TEST_DTYPES :
110-             embedding_angles  =  [0 ]
111-             embeddings  =  torch .tensor (
112-                 [angle_to_coord (a ) for  a  in  embedding_angles ],
113-                 requires_grad = True ,
114-                 dtype = dtype ,
115-             ).to (
116-                 TEST_DEVICE 
117-             )  # 2D embeddings 
118-             labels  =  torch .LongTensor ([[0 ]])
119-             loss  =  self .loss_func (embeddings , labels )
120-             loss .backward ()
121-             self .assertEqual (loss , 0 )
122- 
123109
124110    def  test_backward (self ):
125111        for  dtype  in  TEST_DTYPES :
 
 
   
 
     
   
   
          
    
    
     
    
      
     
     
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