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
Epoch=335
W[0][0]=5.505108  W[1][0]=0.502556  
W[0][1]=0.502556  W[1][1]=5.505108  
W[0][2]=5.502556  W[1][2]=5.499876  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=340
W[0][0]=5.504992  W[1][0]=0.502498  
W[0][1]=0.502498  W[1][1]=5.504992  
W[0][2]=5.502498  W[1][2]=5.499879  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=345
W[0][0]=5.504879  W[1][0]=0.502441  
W[0][1]=0.502441  W[1][1]=5.504879  
W[0][2]=5.502441  W[1][2]=5.499882  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=350
W[0][0]=5.504768  W[1][0]=0.502386  
W[0][1]=0.502386  W[1][1]=5.504768  
W[0][2]=5.502386  W[1][2]=5.499885  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=355
W[0][0]=5.504660  W[1][0]=0.502332  
W[0][1]=0.502332  W[1][1]=5.504660  
W[0][2]=5.502332  W[1][2]=5.499887  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=360
W[0][0]=5.504555  W[1][0]=0.502279  
W[0][1]=0.502279  W[1][1]=5.504555  
W[0][2]=5.502279  W[1][2]=5.499890  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=365
W[0][0]=5.504452  W[1][0]=0.502228  
W[0][1]=0.502228  W[1][1]=5.504452  
W[0][2]=5.502228  W[1][2]=5.499893  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=370
W[0][0]=5.504352  W[1][0]=0.502178  
W[0][1]=0.502178  W[1][1]=5.504352  
W[0][2]=5.502178  W[1][2]=5.499896  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=375
W[0][0]=5.504255  W[1][0]=0.502129  
W[0][1]=0.502129  W[1][1]=5.504255  
W[0][2]=5.502129  W[1][2]=5.499898  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=380
W[0][0]=5.504159  W[1][0]=0.502081  
W[0][1]=0.502081  W[1][1]=5.504159  
W[0][2]=5.502081  W[1][2]=5.499901  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=385
W[0][0]=5.504066  W[1][0]=0.502035  
W[0][1]=0.502035  W[1][1]=5.504066  
W[0][2]=5.502035  W[1][2]=5.499903  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=390
W[0][0]=5.503976  W[1][0]=0.501989  
W[0][1]=0.501989  W[1][1]=5.503976  
W[0][2]=5.501989  W[1][2]=5.499906  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=395
W[0][0]=5.503888  W[1][0]=0.501945  
W[0][1]=0.501945  W[1][1]=5.503888  
W[0][2]=5.501945  W[1][2]=5.499908  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=400
W[0][0]=5.503801  W[1][0]=0.501902  
W[0][1]=0.501902  W[1][1]=5.503801  
W[0][2]=5.501902  W[1][2]=5.499910  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=405
W[0][0]=5.503717  W[1][0]=0.501860  
W[0][1]=0.501860  W[1][1]=5.503717  
W[0][2]=5.501860  W[1][2]=5.499912  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=410
W[0][0]=5.503635  W[1][0]=0.501819  
W[0][1]=0.501819  W[1][1]=5.503635  
W[0][2]=5.501819  W[1][2]=5.499915  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=415
W[0][0]=5.503556  W[1][0]=0.501779  
W[0][1]=0.501779  W[1][1]=5.503556  
W[0][2]=5.501779  W[1][2]=5.499917  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=420
W[0][0]=5.503478  W[1][0]=0.501740  
W[0][1]=0.501740  W[1][1]=5.503478  
W[0][2]=5.501740  W[1][2]=5.499919  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=425
W[0][0]=5.503402  W[1][0]=0.501702  
W[0][1]=0.501702  W[1][1]=5.503402  
W[0][2]=5.501702  W[1][2]=5.499921  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=430
W[0][0]=5.503327  W[1][0]=0.501665  
W[0][1]=0.501665  W[1][1]=5.503327  
W[0][2]=5.501665  W[1][2]=5.499923  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=435
W[0][0]=5.503255  W[1][0]=0.501629  
W[0][1]=0.501629  W[1][1]=5.503255  
W[0][2]=5.501629  W[1][2]=5.499925  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=440
W[0][0]=5.503185  W[1][0]=0.501593  
W[0][1]=0.501593  W[1][1]=5.503185  
W[0][2]=5.501593  W[1][2]=5.499926  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=445
W[0][0]=5.503116  W[1][0]=0.501559  
W[0][1]=0.501559  W[1][1]=5.503116  
W[0][2]=5.501559  W[1][2]=5.499928  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=450
W[0][0]=5.503049  W[1][0]=0.501525  
W[0][1]=0.501525  W[1][1]=5.503049  
W[0][2]=5.501525  W[1][2]=5.499930  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=455
W[0][0]=5.502983  W[1][0]=0.501493  
W[0][1]=0.501493  W[1][1]=5.502983  
W[0][2]=5.501493  W[1][2]=5.499932  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=460
W[0][0]=5.502919  W[1][0]=0.501461  
W[0][1]=0.501461  W[1][1]=5.502919  
W[0][2]=5.501461  W[1][2]=5.499933  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=465
W[0][0]=5.502857  W[1][0]=0.501430  
W[0][1]=0.501430  W[1][1]=5.502857  
W[0][2]=5.501430  W[1][2]=5.499935  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=470
W[0][0]=5.502797  W[1][0]=0.501399  
W[0][1]=0.501399  W[1][1]=5.502797  
W[0][2]=5.501399  W[1][2]=5.499937  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=475
W[0][0]=5.502737  W[1][0]=0.501370  
W[0][1]=0.501370  W[1][1]=5.502737  
W[0][2]=5.501370  W[1][2]=5.499938  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=480
W[0][0]=5.502680  W[1][0]=0.501341  
W[0][1]=0.501341  W[1][1]=5.502680  
W[0][2]=5.501341  W[1][2]=5.499940  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=485
W[0][0]=5.502623  W[1][0]=0.501313  
W[0][1]=0.501313  W[1][1]=5.502623  
W[0][2]=5.501313  W[1][2]=5.499941  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=490
W[0][0]=5.502568  W[1][0]=0.501285  
W[0][1]=0.501285  W[1][1]=5.502568  
W[0][2]=5.501285  W[1][2]=5.499943  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=495
W[0][0]=5.502515  W[1][0]=0.501258  
W[0][1]=0.501258  W[1][1]=5.502515  
W[0][2]=5.501258  W[1][2]=5.499944  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=500
W[0][0]=5.502463  W[1][0]=0.501232  
W[0][1]=0.501232  W[1][1]=5.502463  
W[0][2]=5.501232  W[1][2]=5.499945  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=505
W[0][0]=5.502412  W[1][0]=0.501207  
W[0][1]=0.501207  W[1][1]=5.502412  
W[0][2]=5.501207  W[1][2]=5.499947  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=510
W[0][0]=5.502362  W[1][0]=0.501182  
W[0][1]=0.501182  W[1][1]=5.502362  
W[0][2]=5.501182  W[1][2]=5.499948  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=515
W[0][0]=5.502313  W[1][0]=0.501157  
W[0][1]=0.501157  W[1][1]=5.502313  
W[0][2]=5.501157  W[1][2]=5.499949  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=520
W[0][0]=5.502266  W[1][0]=0.501134  
W[0][1]=0.501134  W[1][1]=5.502266  
W[0][2]=5.501134  W[1][2]=5.499951  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=525
W[0][0]=5.502220  W[1][0]=0.501111  
W[0][1]=0.501111  W[1][1]=5.502220  
W[0][2]=5.501111  W[1][2]=5.499952  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=530
W[0][0]=5.502175  W[1][0]=0.501088  
W[0][1]=0.501088  W[1][1]=5.502175  
W[0][2]=5.501088  W[1][2]=5.499953  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=535
W[0][0]=5.502131  W[1][0]=0.501066  
W[0][1]=0.501066  W[1][1]=5.502131  
W[0][2]=5.501066  W[1][2]=5.499954  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=540
W[0][0]=5.502088  W[1][0]=0.501045  
W[0][1]=0.501045  W[1][1]=5.502088  
W[0][2]=5.501045  W[1][2]=5.499955  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=545
W[0][0]=5.502047  W[1][0]=0.501024  
W[0][1]=0.501024  W[1][1]=5.502047  
W[0][2]=5.501024  W[1][2]=5.499956  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=550
W[0][0]=5.502006  W[1][0]=0.501004  
W[0][1]=0.501004  W[1][1]=5.502006  
W[0][2]=5.501004  W[1][2]=5.499957  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=555
W[0][0]=5.501966  W[1][0]=0.500984  
W[0][1]=0.500984  W[1][1]=5.501966  
W[0][2]=5.500984  W[1][2]=5.499959  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=560
W[0][0]=5.501928  W[1][0]=0.500964  
W[0][1]=0.500964  W[1][1]=5.501928  
W[0][2]=5.500964  W[1][2]=5.499960  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=565
W[0][0]=5.501890  W[1][0]=0.500946  
W[0][1]=0.500946  W[1][1]=5.501890  
W[0][2]=5.500946  W[1][2]=5.499961  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=570
W[0][0]=5.501853  W[1][0]=0.500927  
W[0][1]=0.500927  W[1][1]=5.501853  
W[0][2]=5.500927  W[1][2]=5.499961  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=575
W[0][0]=5.501817  W[1][0]=0.500909  
W[0][1]=0.500909  W[1][1]=5.501817  
W[0][2]=5.500909  W[1][2]=5.499962  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=580
W[0][0]=5.501782  W[1][0]=0.500892  
W[0][1]=0.500892  W[1][1]=5.501782  
W[0][2]=5.500892  W[1][2]=5.499963  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=585
W[0][0]=5.501748  W[1][0]=0.500875  
W[0][1]=0.500875  W[1][1]=5.501748  
W[0][2]=5.500875  W[1][2]=5.499964  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=590
W[0][0]=5.501715  W[1][0]=0.500858  
W[0][1]=0.500858  W[1][1]=5.501715  
W[0][2]=5.500858  W[1][2]=5.499965  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=595
W[0][0]=5.501682  W[1][0]=0.500842  
W[0][1]=0.500842  W[1][1]=5.501682  
W[0][2]=5.500842  W[1][2]=5.499966  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=600
W[0][0]=5.501651  W[1][0]=0.500826  
W[0][1]=0.500826  W[1][1]=5.501651  
W[0][2]=5.500826  W[1][2]=5.499967  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=605
W[0][0]=5.501620  W[1][0]=0.500810  
W[0][1]=0.500810  W[1][1]=5.501620  
W[0][2]=5.500810  W[1][2]=5.499968  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=610
W[0][0]=5.501590  W[1][0]=0.500795  
W[0][1]=0.500795  W[1][1]=5.501590  
W[0][2]=5.500795  W[1][2]=5.499968  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=615
W[0][0]=5.501560  W[1][0]=0.500781  
W[0][1]=0.500781  W[1][1]=5.501560  
W[0][2]=5.500781  W[1][2]=5.499969  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=620
W[0][0]=5.501532  W[1][0]=0.500766  
W[0][1]=0.500766  W[1][1]=5.501532  
W[0][2]=5.500766  W[1][2]=5.499970  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=625
W[0][0]=5.501504  W[1][0]=0.500752  
W[0][1]=0.500752  W[1][1]=5.501504  
W[0][2]=5.500752  W[1][2]=5.499971  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=630
W[0][0]=5.501476  W[1][0]=0.500739  
W[0][1]=0.500739  W[1][1]=5.501476  
W[0][2]=5.500739  W[1][2]=5.499971  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=635
W[0][0]=5.501450  W[1][0]=0.500725  
W[0][1]=0.500725  W[1][1]=5.501450  
W[0][2]=5.500725  W[1][2]=5.499972  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=640
W[0][0]=5.501424  W[1][0]=0.500712  
W[0][1]=0.500712  W[1][1]=5.501424  
W[0][2]=5.500712  W[1][2]=5.499973  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=645
W[0][0]=5.501399  W[1][0]=0.500700  
W[0][1]=0.500700  W[1][1]=5.501399  
W[0][2]=5.500700  W[1][2]=5.499973  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=650
W[0][0]=5.501374  W[1][0]=0.500687  
W[0][1]=0.500687  W[1][1]=5.501374  
W[0][2]=5.500687  W[1][2]=5.499974  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=655
W[0][0]=5.501350  W[1][0]=0.500675  
W[0][1]=0.500675  W[1][1]=5.501350  
W[0][2]=5.500675  W[1][2]=5.499975  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=660
W[0][0]=5.501326  W[1][0]=0.500664  
W[0][1]=0.500664  W[1][1]=5.501326  
W[0][2]=5.500664  W[1][2]=5.499975  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000
Epoch=665
W[0][0]=5.501304  W[1][0]=0.500652  
W[0][1]=0.500652  W[1][1]=5.501304  
W[0][2]=5.500652  W[1][2]=5.499976  
  New eta=0.001000
  New eta=0.001000
  New eta=0.001000