knetsamp.out

《人工神经元网络》含有实用的网络模型、学习规则和训练方法的一些算法程序

  New eta=0.001000
  New eta=0.001000
Epoch=670
W[0][0]=5.501281  W[1][0]=0.500641  
W[0][1]=0.500641  W[1][1]=5.501281  
W[0][2]=5.500641  W[1][2]=5.499977  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=675
W[0][0]=5.501259  W[1][0]=0.500630  
W[0][1]=0.500630  W[1][1]=5.501259  
W[0][2]=5.500630  W[1][2]=5.499977  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=680
W[0][0]=5.501238  W[1][0]=0.500619  
W[0][1]=0.500619  W[1][1]=5.501238  
W[0][2]=5.500619  W[1][2]=5.499978  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=685
W[0][0]=5.501217  W[1][0]=0.500609  
W[0][1]=0.500609  W[1][1]=5.501217  
W[0][2]=5.500609  W[1][2]=5.499978  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=690
W[0][0]=5.501197  W[1][0]=0.500599  
W[0][1]=0.500599  W[1][1]=5.501197  
W[0][2]=5.500599  W[1][2]=5.499979  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=695
W[0][0]=5.501178  W[1][0]=0.500589  
W[0][1]=0.500589  W[1][1]=5.501178  
W[0][2]=5.500589  W[1][2]=5.499979  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=700
W[0][0]=5.501158  W[1][0]=0.500579  
W[0][1]=0.500579  W[1][1]=5.501158  
W[0][2]=5.500579  W[1][2]=5.499980  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=705
W[0][0]=5.501140  W[1][0]=0.500570  
W[0][1]=0.500570  W[1][1]=5.501140  
W[0][2]=5.500570  W[1][2]=5.499980  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=710
W[0][0]=5.501121  W[1][0]=0.500561  
W[0][1]=0.500561  W[1][1]=5.501121  
W[0][2]=5.500561  W[1][2]=5.499981  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=715
W[0][0]=5.501104  W[1][0]=0.500552  
W[0][1]=0.500552  W[1][1]=5.501104  
W[0][2]=5.500552  W[1][2]=5.499981  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=720
W[0][0]=5.501086  W[1][0]=0.500543  
W[0][1]=0.500543  W[1][1]=5.501086  
W[0][2]=5.500543  W[1][2]=5.499982  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=725
W[0][0]=5.501069  W[1][0]=0.500535  
W[0][1]=0.500535  W[1][1]=5.501069  
W[0][2]=5.500535  W[1][2]=5.499982  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=730
W[0][0]=5.501053  W[1][0]=0.500527  
W[0][1]=0.500527  W[1][1]=5.501053  
W[0][2]=5.500527  W[1][2]=5.499983  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=735
W[0][0]=5.501037  W[1][0]=0.500519  
W[0][1]=0.500519  W[1][1]=5.501037  
W[0][2]=5.500519  W[1][2]=5.499983  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=740
W[0][0]=5.501021  W[1][0]=0.500511  
W[0][1]=0.500511  W[1][1]=5.501021  
W[0][2]=5.500511  W[1][2]=5.499983  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=745
W[0][0]=5.501006  W[1][0]=0.500503  
W[0][1]=0.500503  W[1][1]=5.501006  
W[0][2]=5.500503  W[1][2]=5.499984  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=750
W[0][0]=5.500991  W[1][0]=0.500496  
W[0][1]=0.500496  W[1][1]=5.500991  
W[0][2]=5.500496  W[1][2]=5.499984  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=755
W[0][0]=5.500976  W[1][0]=0.500488  
W[0][1]=0.500488  W[1][1]=5.500976  
W[0][2]=5.500488  W[1][2]=5.499985  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=760
W[0][0]=5.500962  W[1][0]=0.500481  
W[0][1]=0.500481  W[1][1]=5.500962  
W[0][2]=5.500481  W[1][2]=5.499985  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=765
W[0][0]=5.500948  W[1][0]=0.500474  
W[0][1]=0.500474  W[1][1]=5.500948  
W[0][2]=5.500474  W[1][2]=5.499985  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=770
W[0][0]=5.500934  W[1][0]=0.500467  
W[0][1]=0.500467  W[1][1]=5.500934  
W[0][2]=5.500467  W[1][2]=5.499986  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=775
W[0][0]=5.500921  W[1][0]=0.500461  
W[0][1]=0.500461  W[1][1]=5.500921  
W[0][2]=5.500461  W[1][2]=5.499986  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=780
W[0][0]=5.500908  W[1][0]=0.500454  
W[0][1]=0.500454  W[1][1]=5.500908  
W[0][2]=5.500454  W[1][2]=5.499986  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=785
W[0][0]=5.500896  W[1][0]=0.500448  
W[0][1]=0.500448  W[1][1]=5.500896  
W[0][2]=5.500448  W[1][2]=5.499987  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=790
W[0][0]=5.500883  W[1][0]=0.500442  
W[0][1]=0.500442  W[1][1]=5.500883  
W[0][2]=5.500442  W[1][2]=5.499987  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=795
W[0][0]=5.500872  W[1][0]=0.500436  
W[0][1]=0.500436  W[1][1]=5.500872  
W[0][2]=5.500436  W[1][2]=5.499987  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=800
W[0][0]=5.500860  W[1][0]=0.500430  
W[0][1]=0.500430  W[1][1]=5.500860  
W[0][2]=5.500430  W[1][2]=5.499988  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=805
W[0][0]=5.500849  W[1][0]=0.500424  
W[0][1]=0.500424  W[1][1]=5.500849  
W[0][2]=5.500424  W[1][2]=5.499988  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=810
W[0][0]=5.500837  W[1][0]=0.500419  
W[0][1]=0.500419  W[1][1]=5.500837  
W[0][2]=5.500419  W[1][2]=5.499988  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=815
W[0][0]=5.500827  W[1][0]=0.500413  
W[0][1]=0.500413  W[1][1]=5.500827  
W[0][2]=5.500413  W[1][2]=5.499989  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=820
W[0][0]=5.500816  W[1][0]=0.500408  
W[0][1]=0.500408  W[1][1]=5.500816  
W[0][2]=5.500408  W[1][2]=5.499989  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=825
W[0][0]=5.500806  W[1][0]=0.500403  
W[0][1]=0.500403  W[1][1]=5.500806  
W[0][2]=5.500403  W[1][2]=5.499989  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=830
W[0][0]=5.500796  W[1][0]=0.500398  
W[0][1]=0.500398  W[1][1]=5.500796  
W[0][2]=5.500398  W[1][2]=5.499989  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=835
W[0][0]=5.500786  W[1][0]=0.500393  
W[0][1]=0.500393  W[1][1]=5.500786  
W[0][2]=5.500393  W[1][2]=5.499990  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=840
W[0][0]=5.500776  W[1][0]=0.500388  
W[0][1]=0.500388  W[1][1]=5.500776  
W[0][2]=5.500388  W[1][2]=5.499990  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=845
W[0][0]=5.500767  W[1][0]=0.500384  
W[0][1]=0.500384  W[1][1]=5.500767  
W[0][2]=5.500384  W[1][2]=5.499990  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=850
W[0][0]=5.500758  W[1][0]=0.500379  
W[0][1]=0.500379  W[1][1]=5.500758  
W[0][2]=5.500379  W[1][2]=5.499990  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=855
W[0][0]=5.500749  W[1][0]=0.500375  
W[0][1]=0.500375  W[1][1]=5.500749  
W[0][2]=5.500375  W[1][2]=5.499991  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=860
W[0][0]=5.500741  W[1][0]=0.500370  
W[0][1]=0.500370  W[1][1]=5.500741  
W[0][2]=5.500370  W[1][2]=5.499991  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=865
W[0][0]=5.500732  W[1][0]=0.500366  
W[0][1]=0.500366  W[1][1]=5.500732  
W[0][2]=5.500366  W[1][2]=5.499991  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=870
W[0][0]=5.500724  W[1][0]=0.500362  
W[0][1]=0.500362  W[1][1]=5.500724  
W[0][2]=5.500362  W[1][2]=5.499991  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=875
W[0][0]=5.500716  W[1][0]=0.500358  
W[0][1]=0.500358  W[1][1]=5.500716  
W[0][2]=5.500358  W[1][2]=5.499991  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=880
W[0][0]=5.500708  W[1][0]=0.500354  
W[0][1]=0.500354  W[1][1]=5.500708  
W[0][2]=5.500354  W[1][2]=5.499992  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=885
W[0][0]=5.500701  W[1][0]=0.500350  
W[0][1]=0.500350  W[1][1]=5.500701  
W[0][2]=5.500350  W[1][2]=5.499992  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=890
W[0][0]=5.500693  W[1][0]=0.500347  
W[0][1]=0.500347  W[1][1]=5.500693  
W[0][2]=5.500347  W[1][2]=5.499992  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=895
W[0][0]=5.500686  W[1][0]=0.500343  
W[0][1]=0.500343  W[1][1]=5.500686  
W[0][2]=5.500343  W[1][2]=5.499992  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=900
W[0][0]=5.500679  W[1][0]=0.500340  
W[0][1]=0.500340  W[1][1]=5.500679  
W[0][2]=5.500340  W[1][2]=5.499992  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=905
W[0][0]=5.500672  W[1][0]=0.500336  
W[0][1]=0.500336  W[1][1]=5.500672  
W[0][2]=5.500336  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=910
W[0][0]=5.500665  W[1][0]=0.500333  
W[0][1]=0.500333  W[1][1]=5.500665  
W[0][2]=5.500333  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=915
W[0][0]=5.500659  W[1][0]=0.500329  
W[0][1]=0.500329  W[1][1]=5.500659  
W[0][2]=5.500329  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=920
W[0][0]=5.500652  W[1][0]=0.500326  
W[0][1]=0.500326  W[1][1]=5.500652  
W[0][2]=5.500326  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=925
W[0][0]=5.500646  W[1][0]=0.500323  
W[0][1]=0.500323  W[1][1]=5.500646  
W[0][2]=5.500323  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=930
W[0][0]=5.500640  W[1][0]=0.500320  
W[0][1]=0.500320  W[1][1]=5.500640  
W[0][2]=5.500320  W[1][2]=5.499993  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=935
W[0][0]=5.500634  W[1][0]=0.500317  
W[0][1]=0.500317  W[1][1]=5.500634  
W[0][2]=5.500317  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=940
W[0][0]=5.500628  W[1][0]=0.500314  
W[0][1]=0.500314  W[1][1]=5.500628  
W[0][2]=5.500314  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=945
W[0][0]=5.500623  W[1][0]=0.500311  
W[0][1]=0.500311  W[1][1]=5.500623  
W[0][2]=5.500311  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=950
W[0][0]=5.500617  W[1][0]=0.500309  
W[0][1]=0.500309  W[1][1]=5.500617  
W[0][2]=5.500309  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=955
W[0][0]=5.500612  W[1][0]=0.500306  
W[0][1]=0.500306  W[1][1]=5.500612  
W[0][2]=5.500306  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=960
W[0][0]=5.500607  W[1][0]=0.500303  
W[0][1]=0.500303  W[1][1]=5.500607  
W[0][2]=5.500303  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=965
W[0][0]=5.500601  W[1][0]=0.500301  
W[0][1]=0.500301  W[1][1]=5.500601  
W[0][2]=5.500301  W[1][2]=5.499994  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=970
W[0][0]=5.500596  W[1][0]=0.500298  
W[0][1]=0.500298  W[1][1]=5.500596  
W[0][2]=5.500298  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=975
W[0][0]=5.500592  W[1][0]=0.500296  
W[0][1]=0.500296  W[1][1]=5.500592  
W[0][2]=5.500296  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=980
W[0][0]=5.500587  W[1][0]=0.500294  
W[0][1]=0.500294  W[1][1]=5.500587  
W[0][2]=5.500294  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=985
W[0][0]=5.500582  W[1][0]=0.500291  
W[0][1]=0.500291  W[1][1]=5.500582  
W[0][2]=5.500291  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=990
W[0][0]=5.500578  W[1][0]=0.500289  
W[0][1]=0.500289  W[1][1]=5.500578  
W[0][2]=5.500289  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=995
W[0][0]=5.500573  W[1][0]=0.500287  
W[0][1]=0.500287  W[1][1]=5.500573  
W[0][2]=5.500287  W[1][2]=5.499995  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=1000
W[0][0]=5.500569  W[1][0]=0.500285  
W[0][1]=0.500285  W[1][1]=5.500569  
W[0][2]=5.500285  W[1][2]=5.499995  
  New eta=0.001000