gistfile1.txt

Epoch:  0
   y_estimated: 
     [ 0.49961096]
     [ 0.9245432]
     [ 0.50023597]
     [ 0.91048223]
   W: 
     [-0.41441455 -0.10702395]
     [-1.52169275  1.46376789]
   c: 
     [ 0.  0.]
     [ 0.          0.00033887]
     [ 0.  0.]
     [ 0.         -0.00099035]
   w: 
     [-1.03013289]
     [ 1.71131086]
   b 
     [-0.00155615]
     [ 0.00019796]
     [ 0.00094385]
     [-0.00057854]
   loss:  [[ 0.97383487]
 [ 0.33412135]
 [ 0.47398791]
 [ 1.24861741]]
________________________________________________________________________________
Epoch:  10000
   y_estimated: 
     [ 0.02192736]
     [ 0.99700952]
     [ 0.95889795]
     [ 0.02208406]
   W: 
     [-0.41441455 -0.8323673 ]
     [-1.52169275  1.55813658]
   c: 
     [ 0.  0.]
     [ 0.          0.82005012]
     [ 0.  0.]
     [ 0.         -0.72633374]
   w: 
     [-1.03013289]
     [ 2.25646877]
   b 
     [-3.79784894]
     [ 0.44301692]
     [ 3.14972639]
     [-3.79056764]
   loss:  [[ 0.70417094]
 [ 0.31406686]
 [ 0.32448286]
 [ 0.70425016]]
________________________________________________________________________________
...
________________________________________________________________________________
Epoch:  100000
   y_estimated: 
     [ 0.00203266]
     [ 0.99980289]
     [ 0.99620193]
     [ 0.00203402]
   W: 
     [-0.41441455 -0.95422935]
     [-1.52169275  1.8023752 ]
   c: 
     [ 0.  0.]
     [ 0.          1.18614507]
     [ 0.  0.]
     [ 0.         -0.84819579]
   w: 
     [-1.03013289]
     [ 2.6564579]
   b 
     [-6.19637585]
     [ 0.59251189]
     [ 5.56945419]
     [-6.19570589]
   loss:  [[ 0.69416398]
 [ 0.31331471]
 [ 0.31428456]
 [ 0.69416469]]
________________________________________________________________________________
Elapsed time  99.42221600000002