weights-jun13-14_53.dat

足球机器人仿真组CMU97的源码

{{-0.109236 0.414901 -0.255379 0.629876 } {10.952095 -10.453834 -1.854065 -11.520628 } {0.143285 -0.472865 -0.244042 -1.788663 } {-6.375387 5.198914 0.175971 2.882136 } }
{{19.714018 } {-16.533237 } {-1.661901 } {-16.168922 } {3.726972 } }

Last weights:
{{-0.109236 0.414901 -0.255379 0.629876 } {10.952095 -10.453834 -1.854065 -11.520628 } {0.143285 -0.472865 -0.244042 -1.788663 } {-6.375387 5.198914 0.175971 2.882136 } }
{{19.714018 } {-16.533237 } {-1.661901 } {-16.168922 } {3.726972 } }

Last changes in weights:
{{0.000027 -0.000030 0.000007 0.000063 } {0.000139 -0.000176 -0.000049 -0.000266 } {-0.000003 -0.000037 0.000001 -0.000084 } {-0.000192 0.000050 0.000020 -0.000001 } }
{{0.000134 } {-0.000101 } {-0.000040 } {-0.000115 } {0.000025 } }

The last forward pass, followed by target (epoch 3000):
0.885714 0.500000 0.266667 1.000000 
-0.956902 0.214107 -1.042356 -2.796250 
0.277499 0.553323 0.260696 0.057527 1.000000 
-1.313922 
-1.313922 
28.120001 

dhid and dout from last pass:
174.352570 -168.929169 -14.315948 -73.389275 
29.433924 

3->4->1 network:
	eta = (0.000001,0.000001), alpha = 0.900000, gamma = (0.999000,1.000000), randmax = 0.500000
	750 training patterns from tmp
Last Epoch 3000:  tot err = 240494.3281, avg err = 320.6591, num wrong = 735
Best Epoch 3000:  tot err = 240494.3281, avg err = 320.6591, num wrong = 735