mhaghighat / dcafuse Goto Github PK

vector 1 shape : (25088, 801)
vector 2 shape : (4096, 801)
vector 3 shape : (4096, 801)
Labels shape:  (801,)

---------------------------------------------------------------------------
LinAlgError                               Traceback (most recent call last)
c:\python workspace\Senior project\AIFR with VGG\AIFR-VGG.py in <module>
     118 #fused_vector1 = np.add(Xs, Ys)
     119 
----> 120 Xs, Ys, Ax, Ay= dcaFuse(fc1,fc2,y_train1)
     121 fused_vector2 = np.add(Xs, Ys)
     122 

c:\python workspace\Senior project\AIFR with VGG\dcaFuse.py in dcaFuse(***failed resolving arguments***)
   102     """
   103 
--> 104     cx, Wbx = Diag_Bx(PhibX)
   105     cy, Wby = Diag_Bx(PhibY)
   106 

c:\python workspace\Senior project\AIFR with VGG\dcaFuse.py in Diag_Bx(PhibX)
    13 
    14     artSbX = np.dot(PhibX.T, PhibX)
---> 15     eigVals, eigVecs = LA.eig(artSbX)
    16 
    17     # Ignore zero eigenvalues

<__array_function__ internals> in eig(*args, **kwargs)

c:\python workspace\Senior project\AIFR with VGG\AIFR-VGG-env3.8\lib\site-packages\numpy\linalg\linalg.py in eig(a)
  1316     _assert_stacked_2d(a)
  1317     _assert_stacked_square(a)
-> 1318     _assert_finite(a)
  1319     t, result_t = _commonType(a)
  1320 

c:\python workspace\Senior project\AIFR with VGG\AIFR-VGG-env3.8\lib\site-packages\numpy\linalg\linalg.py in _assert_finite(*arrays)
   207     for a in arrays:
   208         if not isfinite(a).all():
--> 209             raise LinAlgError("Array must not contain infs or NaNs")
   210 
   211 def _is_empty_2d(arr):

LinAlgError: Array must not contain infs or NaNs