normal_log.txt

=======================================================
learning finished
learn ratio is 0.01
presition is 90.92 %
9092
=======================================================
learning finished
learn ratio is 0.01
presition is 92.19 %
9219
=======================================================
learning finished
learn ratio is 0.01
presition is 91.5 %
9150
=======================================================
learning finished
learn ratio is 0.01
presition is 92.26 %
9226
=======================================================
learning finished
learn ratio is 0.01
presition is 91.17 %
9117
=======================================================
learning finished
learn ratio is 0.02
presition is 94.08 %
9408
=======================================================
learning finished
learn ratio is 0.02
presition is 94.43 %
9443
=======================================================
learning finished
learn ratio is 0.02
presition is 94.09 %
9409
=======================================================
learning finished
learn ratio is 0.02
presition is 94.11 %
9411
=======================================================
learning finished
learn ratio is 0.02
presition is 94.27 %
9427
=======================================================
learning finished
learn ratio is 0.03
presition is 95.05 %
9505
=======================================================
learning finished
learn ratio is 0.03
presition is 95.33 %
9533
=======================================================
learning finished
learn ratio is 0.03
presition is 95.49 %
9549
=======================================================
learning finished
learn ratio is 0.03
presition is 95.11 %
9511
=======================================================
learning finished
learn ratio is 0.03
presition is 96.16 %
9616
=======================================================
learning finished
learn ratio is 0.04
presition is 95.69 %
9569
=======================================================
learning finished
learn ratio is 0.04
presition is 95.96 %
9596
=======================================================
learning finished
learn ratio is 0.04
presition is 95.89 %
9589
=======================================================
learning finished
learn ratio is 0.04
presition is 95.69 %
9569
=======================================================
learning finished
learn ratio is 0.04
presition is 95.37 %
9537
=======================================================
learning finished
learn ratio is 0.05
presition is 96.58 %
9658
=======================================================
learning finished
learn ratio is 0.05
presition is 96.05 %
9605
=======================================================
learning finished
learn ratio is 0.05
presition is 95.62 %
9562
=======================================================
learning finished
learn ratio is 0.05
presition is 95.39 %
9539
=======================================================
learning finished
learn ratio is 0.05
presition is 95.43 %
9543
=======================================================
learning finished
learn ratio is 0.06
presition is 96.54 %
9654
=======================================================
learning finished
learn ratio is 0.06
presition is 95.93 %
9593
=======================================================
learning finished
learn ratio is 0.06
presition is 96.24 %
9624
=======================================================
learning finished
learn ratio is 0.06
presition is 96.14 %
9614
=======================================================
learning finished
learn ratio is 0.06
presition is 96.11 %
9611
=======================================================
learning finished
learn ratio is 0.07
presition is 96.51 %
9651
=======================================================
learning finished
learn ratio is 0.07
presition is 96.34 %
9634
=======================================================
learning finished
learn ratio is 0.07
presition is 94.77 %
9477
=======================================================
learning finished
learn ratio is 0.07
presition is 95.89 %
9589
=======================================================
learning finished
learn ratio is 0.07
presition is 95.02 %
9502
=======================================================
learning finished
learn ratio is 0.08
presition is 96.45 %
9645
=======================================================
learning finished
learn ratio is 0.08
presition is 96.2 %
9620
=======================================================
learning finished
learn ratio is 0.08
presition is 96.63 %
9663
=======================================================
learning finished
learn ratio is 0.08
presition is 96.32 %
9632
=======================================================
learning finished
learn ratio is 0.08
presition is 97.0 %
9700
=======================================================
learning finished
learn ratio is 0.09
presition is 95.64 %
9564
=======================================================
learning finished
learn ratio is 0.09
presition is 96.41 %
9641
=======================================================
learning finished
learn ratio is 0.09
presition is 96.01 %
9601
=======================================================
learning finished
learn ratio is 0.09
presition is 95.89 %
9589
=======================================================
learning finished
learn ratio is 0.09
presition is 96.46 %
9646
=======================================================
learning finished
learn ratio is 0.1
presition is 95.85 %
9585
=======================================================
learning finished
learn ratio is 0.1
presition is 96.43 %
9643
=======================================================
learning finished
learn ratio is 0.1
presition is 95.79 %
9579
=======================================================
learning finished
learn ratio is 0.1
presition is 95.89 %
9589
=======================================================
learning finished
learn ratio is 0.1
presition is 95.63 %
9563
=======================================================
learning finished
learn ratio is 0.11
presition is 94.88 %
9488
=======================================================
learning finished
learn ratio is 0.11
presition is 96.02 %
9602
=======================================================
learning finished
learn ratio is 0.11
presition is 96.06 %
9606
=======================================================
learning finished
learn ratio is 0.11
presition is 95.1 %
9510
=======================================================
learning finished
learn ratio is 0.11
presition is 94.05 %
9405
=======================================================
learning finished
learn ratio is 0.12
presition is 95.82 %
9582
=======================================================
learning finished
learn ratio is 0.12
presition is 95.46 %
9546
=======================================================
learning finished
learn ratio is 0.12
presition is 96.24 %
9624
=======================================================
learning finished
learn ratio is 0.12
presition is 95.58 %
9558
=======================================================
learning finished
learn ratio is 0.12
presition is 95.42 %
9542
=======================================================
learning finished
learn ratio is 0.13
presition is 95.03 %
9503
=======================================================
learning finished
learn ratio is 0.13
presition is 95.46 %
9546
=======================================================
learning finished
learn ratio is 0.13
presition is 96.09 %
9609
=======================================================
learning finished
learn ratio is 0.13
presition is 95.26 %
9526
=======================================================
learning finished
learn ratio is 0.13
presition is 95.57 %
9557
=======================================================
learning finished
learn ratio is 0.14
presition is 95.17 %
9517
=======================================================
learning finished
learn ratio is 0.14
presition is 95.79 %
9579
=======================================================
learning finished
learn ratio is 0.14
presition is 92.5 %
9250
=======================================================
learning finished
learn ratio is 0.14
presition is 94.61 %
9461
=======================================================
learning finished
learn ratio is 0.14
presition is 95.32 %
9532
=======================================================
learning finished
learn ratio is 0.15
presition is 95.3 %
9530
=======================================================
learning finished
learn ratio is 0.15
presition is 95.71 %
9571
=======================================================
learning finished
learn ratio is 0.15
presition is 96.41 %
9641
=======================================================
learning finished
learn ratio is 0.15
presition is 95.75 %
9575
=======================================================
learning finished
learn ratio is 0.15
presition is 94.84 %
9484
=======================================================
learning finished
learn ratio is 0.16
presition is 95.53 %
9553
=======================================================
learning finished
learn ratio is 0.16
presition is 93.85 %
9385
=======================================================
learning finished
learn ratio is 0.16
presition is 95.77 %
9577
=======================================================
learning finished
learn ratio is 0.16
presition is 93.94 %
9394
=======================================================
learning finished
learn ratio is 0.16
presition is 95.23 %
9523
=======================================================
learning finished
learn ratio is 0.17
presition is 95.0 %
9500
=======================================================
learning finished
learn ratio is 0.17
presition is 95.3 %
9530
=======================================================
learning finished
learn ratio is 0.17
presition is 95.07 %
9507
=======================================================
learning finished
learn ratio is 0.17
presition is 95.24 %
9524
=======================================================
learning finished
learn ratio is 0.17
presition is 95.35 %
9535
=======================================================
learning finished
learn ratio is 0.18
presition is 94.7 %
9470
=======================================================
learning finished
learn ratio is 0.18
presition is 94.61 %
9461
=======================================================
learning finished
learn ratio is 0.18
presition is 94.79 %
9479
=======================================================
learning finished
learn ratio is 0.18
presition is 95.43 %
9543
=======================================================
learning finished
learn ratio is 0.18
presition is 95.17 %
9517
=======================================================
learning finished
learn ratio is 0.19
presition is 94.37 %
9437
=======================================================
learning finished
learn ratio is 0.19
presition is 95.05 %
9505
=======================================================
learning finished
learn ratio is 0.19
presition is 94.81 %
9481
=======================================================
learning finished
learn ratio is 0.19
presition is 93.96 %
9396
=======================================================
learning finished
learn ratio is 0.19
presition is 94.52 %
9452
=======================================================
learning finished
learn ratio is 0.2
presition is 95.08 %
9508
=======================================================
learning finished
learn ratio is 0.2
presition is 94.88 %
9488
=======================================================
learning finished
learn ratio is 0.2
presition is 93.77 %
9377
=======================================================
learning finished
learn ratio is 0.2
presition is 94.11 %
9411
=======================================================
learning finished
learn ratio is 0.2
presition is 94.88 %
9488
=======================================================
learning finished
learn ratio is 0.21
presition is 93.01 %
9301
=======================================================
learning finished
learn ratio is 0.21
presition is 94.95 %
9495
=======================================================
learning finished
learn ratio is 0.21
presition is 94.98 %
9498
=======================================================
learning finished
learn ratio is 0.21
presition is 94.42 %
9442
=======================================================
learning finished
learn ratio is 0.21
presition is 94.86 %
9486
=======================================================
learning finished
learn ratio is 0.22
presition is 94.35 %
9435
=======================================================
learning finished
learn ratio is 0.22
presition is 94.49 %
9449
=======================================================
learning finished
learn ratio is 0.22
presition is 93.43 %
9343
=======================================================
learning finished
learn ratio is 0.22
presition is 94.7 %
9470
=======================================================
learning finished
learn ratio is 0.22
presition is 93.84 %
9384
=======================================================
learning finished
learn ratio is 0.23
presition is 93.69 %
9369
=======================================================
learning finished
learn ratio is 0.23
presition is 94.47 %
9447
=======================================================
learning finished
learn ratio is 0.23
presition is 93.4 %
9340
=======================================================
learning finished
learn ratio is 0.23
presition is 91.85 %
9185
=======================================================
learning finished
learn ratio is 0.23
presition is 94.18 %
9418
=======================================================
learning finished
learn ratio is 0.24
presition is 94.45 %
9445
=======================================================
learning finished
learn ratio is 0.24
presition is 93.65 %
9365
=======================================================
learning finished
learn ratio is 0.24
presition is 94.61 %
9461
=======================================================
learning finished
learn ratio is 0.24
presition is 92.9 %
9290
=======================================================
learning finished
learn ratio is 0.24
presition is 91.98 %
9198
=======================================================
learning finished
learn ratio is 0.25
presition is 92.55 %
9255
=======================================================
learning finished
learn ratio is 0.25
presition is 94.51 %
9451
=======================================================
learning finished
learn ratio is 0.25
presition is 93.52 %
9352
=======================================================
learning finished
learn ratio is 0.25
presition is 93.2 %
9320
=======================================================
learning finished
learn ratio is 0.25
presition is 92.34 %
9234
=======================================================
learning finished
learn ratio is 0.26
presition is 93.26 %
9326
=======================================================
learning finished
learn ratio is 0.26
presition is 93.76 %
9376
=======================================================
learning finished
learn ratio is 0.26
presition is 92.81 %
9281
=======================================================
learning finished
learn ratio is 0.26
presition is 91.24 %
9124
=======================================================
learning finished
learn ratio is 0.26
presition is 93.14 %
9314
=======================================================
learning finished
learn ratio is 0.27
presition is 93.93 %
9393
=======================================================
learning finished
learn ratio is 0.27
presition is 92.67 %
9267
=======================================================
learning finished
learn ratio is 0.27
presition is 92.05 %
9205
=======================================================
learning finished
learn ratio is 0.27
presition is 92.16 %
9216
=======================================================
learning finished
learn ratio is 0.27
presition is 94.5 %
9450
=======================================================
learning finished
learn ratio is 0.28
presition is 91.88 %
9188
=======================================================
learning finished
learn ratio is 0.28
presition is 92.98 %
9298
=======================================================
learning finished
learn ratio is 0.28
presition is 93.85 %
9385
=======================================================
learning finished
learn ratio is 0.28
presition is 88.05 %
8805
=======================================================
learning finished
learn ratio is 0.28
presition is 92.18 %
9218
=======================================================
learning finished
learn ratio is 0.29
presition is 93.52 %
9352
=======================================================
learning finished
learn ratio is 0.29
presition is 90.35 %
9035
=======================================================
learning finished
learn ratio is 0.29
presition is 92.89 %
9289
=======================================================
learning finished
learn ratio is 0.29
presition is 92.65 %
9265
=======================================================
learning finished
learn ratio is 0.29
presition is 92.77 %
9277
=======================================================
learning finished
learn ratio is 0.3
presition is 90.23 %
9023
=======================================================
learning finished
learn ratio is 0.3
presition is 89.37 %
8937
=======================================================
learning finished
learn ratio is 0.3
presition is 90.76 %
9076
=======================================================
learning finished
learn ratio is 0.3
presition is 92.8 %
9280
=======================================================
learning finished
learn ratio is 0.3
presition is 91.03 %
9103
=======================================================
learning finished
learn ratio is 0.31
presition is 87.87 %
8787
=======================================================
learning finished
learn ratio is 0.31
presition is 89.88 %
8988
=======================================================
learning finished
learn ratio is 0.31
presition is 90.63 %
9063
=======================================================
learning finished
learn ratio is 0.31
presition is 89.02 %
8902
=======================================================
learning finished
learn ratio is 0.31
presition is 90.6 %
9060
=======================================================
learning finished
learn ratio is 0.32
presition is 90.17 %
9017
=======================================================
learning finished
learn ratio is 0.32
presition is 92.57 %
9257
=======================================================
learning finished
learn ratio is 0.32
presition is 90.96 %
9096
=======================================================
learning finished
learn ratio is 0.32
presition is 90.96 %
9096
=======================================================
learning finished
learn ratio is 0.32
presition is 92.49 %
9249
=======================================================
learning finished
learn ratio is 0.33
presition is 92.25 %
9225
=======================================================
learning finished
learn ratio is 0.33
presition is 89.37 %
8937
=======================================================
learning finished
learn ratio is 0.33
presition is 90.99 %
9099
=======================================================
learning finished
learn ratio is 0.33
presition is 90.84 %
9084
=======================================================
learning finished
learn ratio is 0.33
presition is 91.28 %
9128
=======================================================
learning finished
learn ratio is 0.34
presition is 92.45 %
9245
=======================================================
learning finished
learn ratio is 0.34
presition is 90.89 %
9089
=======================================================
learning finished
learn ratio is 0.34
presition is 86.78 %
8678
=======================================================
learning finished
learn ratio is 0.34
presition is 90.56 %
9056
=======================================================
learning finished
learn ratio is 0.34
presition is 90.17 %
9017
=======================================================
learning finished
learn ratio is 0.35
presition is 91.55 %
9155
=======================================================
learning finished
learn ratio is 0.35
presition is 87.3 %
8730
=======================================================
learning finished
learn ratio is 0.35
presition is 91.27 %
9127
=======================================================
learning finished
learn ratio is 0.35
presition is 90.68 %
9068
=======================================================
learning finished
learn ratio is 0.35
presition is 91.84 %
9184
=======================================================
learning finished
learn ratio is 0.36
presition is 80.27 %
8027
=======================================================
learning finished
learn ratio is 0.36
presition is 89.3 %
8930
=======================================================
learning finished
learn ratio is 0.36
presition is 89.44 %
8944
=======================================================
learning finished
learn ratio is 0.36
presition is 87.87 %
8787
=======================================================
learning finished
learn ratio is 0.36
presition is 88.84 %
8884
=======================================================
learning finished
learn ratio is 0.37
presition is 90.06 %
9006
=======================================================
learning finished
learn ratio is 0.37
presition is 77.76 %
7776
=======================================================
learning finished
learn ratio is 0.37
presition is 75.02 %
7502
=======================================================
learning finished
learn ratio is 0.37
presition is 90.76 %
9076
=======================================================
learning finished
learn ratio is 0.37
presition is 82.63 %
8263
=======================================================
learning finished
learn ratio is 0.38
presition is 89.65 %
8965
=======================================================
learning finished
learn ratio is 0.38
presition is 83.56 %
8356
=======================================================
learning finished
learn ratio is 0.38
presition is 90.56 %
9056
=======================================================
learning finished
learn ratio is 0.38
presition is 83.85 %
8385
=======================================================
learning finished
learn ratio is 0.38
presition is 89.81 %
8981
=======================================================
learning finished
learn ratio is 0.39
presition is 91.4 %
9140
=======================================================
learning finished
learn ratio is 0.39
presition is 78.22 %
7822
=======================================================
learning finished
learn ratio is 0.39
presition is 74.31 %
7431
=======================================================
learning finished
learn ratio is 0.39
presition is 77.75 %
7775
=======================================================
learning finished
learn ratio is 0.39
presition is 86.13 %
8613
=======================================================
learning finished
learn ratio is 0.4
presition is 77.43 %
7743
=======================================================
learning finished
learn ratio is 0.4
presition is 75.48 %
7548
=======================================================
learning finished
learn ratio is 0.4
presition is 67.9 %
6790
=======================================================
learning finished
learn ratio is 0.4
presition is 72.84 %
7284
=======================================================
learning finished
learn ratio is 0.4
presition is 82.77 %
8277
=======================================================
learning finished
learn ratio is 0.41
presition is 83.35 %
8335
=======================================================
learning finished
learn ratio is 0.41
presition is 78.15 %
7815
=======================================================
learning finished
learn ratio is 0.41
presition is 75.19 %
7519
=======================================================
learning finished
learn ratio is 0.41
presition is 80.3 %
8030
=======================================================
learning finished
learn ratio is 0.41
presition is 77.98 %
7798
=======================================================
learning finished
learn ratio is 0.42
presition is 64.44 %
6444
=======================================================
learning finished
learn ratio is 0.42
presition is 85.86 %
8586
=======================================================
learning finished
learn ratio is 0.42
presition is 82.33 %
8233
 learning now [95%]neural_net.py:30: RuntimeWarning: overflow encountered in exp
  return 1.0/(1+np.exp(x*(-1)*sig_gain))
=======================================================
learning finished
learn ratio is 0.42
presition is 75.05 %
7505
=======================================================
learning finished
learn ratio is 0.42
presition is 70.44 %
7044
=======================================================
learning finished
learn ratio is 0.43
presition is 60.99 %
6099
=======================================================
learning finished
learn ratio is 0.43
presition is 69.54 %
6954
=======================================================
learning finished
learn ratio is 0.43
presition is 67.37 %
6737
=======================================================
learning finished
learn ratio is 0.43
presition is 77.45 %
7745
=======================================================
learning finished
learn ratio is 0.43
presition is 69.46 %
6946
=======================================================
learning finished
learn ratio is 0.44
presition is 76.02 %
7602
=======================================================
learning finished
learn ratio is 0.44
presition is 55.27 %
5527
=======================================================
learning finished
learn ratio is 0.44
presition is 80.85 %
8085
=======================================================
learning finished
learn ratio is 0.44
presition is 79.85 %
7985
=======================================================
learning finished
learn ratio is 0.44
presition is 70.12 %
7012
=======================================================
learning finished
learn ratio is 0.45
presition is 80.49 %
8049
=======================================================
learning finished
learn ratio is 0.45
presition is 78.16 %
7816
=======================================================
learning finished
learn ratio is 0.45
presition is 76.27 %
7627
=======================================================
learning finished
learn ratio is 0.45
presition is 56.03 %
5603
=======================================================
learning finished
learn ratio is 0.45
presition is 65.51 %
6551
=======================================================
learning finished
learn ratio is 0.46
presition is 62.2 %
6220
=======================================================
learning finished
learn ratio is 0.46
presition is 76.97 %
7697
=======================================================
learning finished
learn ratio is 0.46
presition is 82.45 %
8245
=======================================================
learning finished
learn ratio is 0.46
presition is 83.65 %
8365
=======================================================
learning finished
learn ratio is 0.46
presition is 76.58 %
7658
=======================================================
learning finished
learn ratio is 0.47
presition is 74.3 %
7430
=======================================================
learning finished
learn ratio is 0.47
presition is 74.13 %
7413
=======================================================
learning finished
learn ratio is 0.47
presition is 65.67 %
6567
=======================================================
learning finished
learn ratio is 0.47
presition is 65.43 %
6543
=======================================================
learning finished
learn ratio is 0.47
presition is 75.54 %
7554
=======================================================
learning finished
learn ratio is 0.48
presition is 66.88 %
6688
=======================================================
learning finished
learn ratio is 0.48
presition is 62.22 %
6222
=======================================================
learning finished
learn ratio is 0.48
presition is 62.59 %
6259
=======================================================
learning finished
learn ratio is 0.48
presition is 75.45 %
7545
=======================================================
learning finished
learn ratio is 0.48
presition is 74.01 %
7401
=======================================================
learning finished
learn ratio is 0.49
presition is 60.45 %
6045
=======================================================
learning finished
learn ratio is 0.49
presition is 80.5 %
8050
=======================================================
learning finished
learn ratio is 0.49
presition is 65.98 %
6598
=======================================================
learning finished
learn ratio is 0.49
presition is 64.87 %
6487
=======================================================
learning finished
learn ratio is 0.49
presition is 60.76 %
6076
=======================================================
learning finished
learn ratio is 0.5
presition is 68.58 %
6858
=======================================================
learning finished
learn ratio is 0.5
presition is 68.67 %
6867
=======================================================
learning finished
learn ratio is 0.5
presition is 71.87 %
7187
=======================================================
learning finished
learn ratio is 0.5
presition is 76.36 %
7636
=======================================================
learning finished
learn ratio is 0.5
presition is 70.95 %
7095
best learn ratio is 0.08
[ 45804.  47098.  47714.  47860.  47907.  48096.  47853.  48260.  48041.
  47959.  47611.  47852.  47741.  47339.  47801.  47432.  47596.  47470.
  47271.  47272.  47222.  47081.  46759.  46759.  46612.  46421.  46531.
  45894.  46218.  45419.  44800.  45715.  45473.  45085.  45264.  43572.
  41623.  43743.  40781.  37642.  39497.  37812.  34481.  36211.  35646.
  38185.  35507.  34115.  33256.  35643.]