Nameexact_genome_1512185335_36_9284_0
Workunit2564814
Created5 Dec 2017, 18:16:29 UTC
Sent5 Dec 2017, 18:22:51 UTC
Report deadline27 Dec 2017, 20:55:08 UTC
Received7 Dec 2017, 12:01:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time11 hours 43 min 13 sec
CPU time11 hours 43 min 2 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size160.73 MB
Peak swap size161.80 MB
Peak disk usage2.27 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 29.9520435333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0710887909
validation[          , genome  9284] predictions:    9820/  10000 (98.20%), best:    9825/10000 (98.25%), error:       593.44061, best error:       566.41150 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 388.2630615234s, input_fired_time: 4.9695172310, output_fired_time: 3.8444700241, propagate_forward_time: 149.5723266602, propagate_backward_time: 223.9865570068, weight_update_time: 0.3463495672, other_time: 5.8901824951
epoch time: 31.4222106934s, input_fired_time: 0.5300271511, output_fired_time: 0.0000000000, propagate_forward_time: 29.8294048309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0627784729
validation[          , genome  9284] predictions:    9796/  10000 (97.96%), best:    9825/10000 (98.25%), error:       630.35962, best error:       566.41150 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 387.5941467285s, input_fired_time: 4.9602198601, output_fired_time: 3.8418431282, propagate_forward_time: 149.1896362305, propagate_backward_time: 223.7447204590, weight_update_time: 0.3498541117, other_time: 5.8577270508
epoch time: 31.4298706055s, input_fired_time: 0.5346968770, output_fired_time: 0.0000000000, propagate_forward_time: 29.8317718506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0634021759
validation[          , genome  9284] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       549.23743, best error:       549.23743 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 388.1587219238s, input_fired_time: 4.9745759964, output_fired_time: 3.8483822346, propagate_forward_time: 149.3290710449, propagate_backward_time: 224.1320495605, weight_update_time: 0.3540268838, other_time: 5.8746337891
epoch time: 31.4143524170s, input_fired_time: 0.5346612334, output_fired_time: 0.0000000000, propagate_forward_time: 29.8150501251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0646419525
validation[          , genome  9284] predictions:    9793/  10000 (97.93%), best:    9840/10000 (98.40%), error:       653.97205, best error:       549.23743 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 389.6996154785s, input_fired_time: 4.9752707481, output_fired_time: 3.8441393375, propagate_forward_time: 149.8125915527, propagate_backward_time: 225.1763763428, weight_update_time: 0.3595824242, other_time: 5.8912200928
epoch time: 31.6202945709s, input_fired_time: 0.5414981246, output_fired_time: 0.0000000000, propagate_forward_time: 30.0120506287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0667457581
validation[          , genome  9284] predictions:    9788/  10000 (97.88%), best:    9840/10000 (98.40%), error:       663.08716, best error:       549.23743 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 389.0571594238s, input_fired_time: 4.9734997749, output_fired_time: 3.8049955368, propagate_forward_time: 149.3993072510, propagate_backward_time: 224.9909667969, weight_update_time: 0.3655769825, other_time: 5.8883819580
epoch time: 31.5235157013s, input_fired_time: 0.5347614884, output_fired_time: 0.0000000000, propagate_forward_time: 29.9242286682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0645256042
validation[          , genome  9284] predictions:    9805/  10000 (98.05%), best:    9840/10000 (98.40%), error:       628.49738, best error:       549.23743 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 387.9858398438s, input_fired_time: 4.9574046135, output_fired_time: 3.8096776009, propagate_forward_time: 149.2517547607, propagate_backward_time: 224.0900268555, weight_update_time: 0.3705590963, other_time: 5.8769683838
epoch time: 31.3851623535s, input_fired_time: 0.5345850587, output_fired_time: 0.0000000000, propagate_forward_time: 29.7811679840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0694084167
validation[          , genome  9284] predictions:    9786/  10000 (97.86%), best:    9840/10000 (98.40%), error:       709.76849, best error:       549.23743 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 388.0218200684s, input_fired_time: 4.9695658684, output_fired_time: 3.8296749592, propagate_forward_time: 148.9713745117, propagate_backward_time: 224.3354492188, weight_update_time: 0.3804581761, other_time: 5.9157409668
epoch time: 31.5721454620s, input_fired_time: 0.5388939381, output_fired_time: 0.0000000000, propagate_forward_time: 29.9693641663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0638866425
validation[          , genome  9284] predictions:    9809/  10000 (98.09%), best:    9840/10000 (98.40%), error:       677.01721, best error:       549.23743 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 390.6083984375s, input_fired_time: 4.9929480553, output_fired_time: 3.8587143421, propagate_forward_time: 149.7980499268, propagate_backward_time: 226.0269775391, weight_update_time: 0.3941491842, other_time: 5.9317169189
epoch time: 31.4687347412s, input_fired_time: 0.5367740393, output_fired_time: 0.0000000000, propagate_forward_time: 29.8683490753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0636119843
validation[          , genome  9284] predictions:    9810/  10000 (98.10%), best:    9840/10000 (98.40%), error:       629.18262, best error:       549.23743 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 389.0078125000s, input_fired_time: 4.9882512093, output_fired_time: 3.8641097546, propagate_forward_time: 149.0249328613, propagate_backward_time: 225.1846923828, weight_update_time: 0.4051176012, other_time: 5.9458312988
epoch time: 31.4318065643s, input_fired_time: 0.5391784310, output_fired_time: 0.0000000000, propagate_forward_time: 29.8439502716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0486774445
validation[          , genome  9284] predictions:    9828/  10000 (98.28%), best:    9828/10000 (98.28%), error:       540.43042, best error:       540.43042 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 389.2299194336s, input_fired_time: 4.9875898361, output_fired_time: 3.8280208111, propagate_forward_time: 149.3281555176, propagate_backward_time: 225.1458587646, weight_update_time: 0.4187816381, other_time: 5.9402923584
epoch time: 31.5145568848s, input_fired_time: 0.5425895452, output_fired_time: 0.0000000000, propagate_forward_time: 29.9062213898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0657463074
validation[          , genome  9284] predictions:    9795/  10000 (97.95%), best:    9828/10000 (98.28%), error:       659.44128, best error:       540.43042 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 389.6587219238s, input_fired_time: 4.9902553558, output_fired_time: 3.8308577538, propagate_forward_time: 149.5010833740, propagate_backward_time: 225.3633575439, weight_update_time: 0.4324037433, other_time: 5.9731445312
epoch time: 31.5055866241s, input_fired_time: 0.5431281328, output_fired_time: 0.0000000000, propagate_forward_time: 29.8972434998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0652141571
validation[          , genome  9284] predictions:    9821/  10000 (98.21%), best:    9828/10000 (98.28%), error:       576.82214, best error:       540.43042 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 388.6324768066s, input_fired_time: 4.9835391045, output_fired_time: 3.8134028912, propagate_forward_time: 149.0948028564, propagate_backward_time: 224.8011474609, weight_update_time: 0.4452826381, other_time: 5.9395599365
epoch time: 31.4976596832s, input_fired_time: 0.5418162346, output_fired_time: 0.0000000000, propagate_forward_time: 29.8918285370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0640144348
validation[          , genome  9284] predictions:    9832/  10000 (98.32%), best:    9828/10000 (98.28%), error:       546.79291, best error:       540.43042 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 388.7289733887s, input_fired_time: 4.9865498543, output_fired_time: 3.8175966740, propagate_forward_time: 149.1793823242, propagate_backward_time: 224.7887115479, weight_update_time: 0.4604083002, other_time: 5.9567413330
epoch time: 31.2516212463s, input_fired_time: 0.5399419069, output_fired_time: 0.0000000000, propagate_forward_time: 29.6599617004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0517177582
validation[          , genome  9284] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       532.30005, best error:       532.30005 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 386.9366455078s, input_fired_time: 4.9658246040, output_fired_time: 3.7950174809, propagate_forward_time: 148.1783447266, propagate_backward_time: 224.0627441406, weight_update_time: 0.4731189609, other_time: 5.9347229004
epoch time: 31.3788051605s, input_fired_time: 0.5440500379, output_fired_time: 0.0000000000, propagate_forward_time: 29.7773303986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0574245453
validation[          , genome  9284] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       525.92529, best error:       525.92529 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 376.8891296387s, input_fired_time: 4.9019279480, output_fired_time: 3.7292516232, propagate_forward_time: 144.2098693848, propagate_backward_time: 218.1445007324, weight_update_time: 0.4786477685, other_time: 5.9035949707
epoch time: 31.1008892059s, input_fired_time: 0.5399222970, output_fired_time: 0.0000000000, propagate_forward_time: 29.5059776306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0549888611
validation[          , genome  9284] predictions:    9828/  10000 (98.28%), best:    9826/10000 (98.26%), error:       551.63458, best error:       525.92529 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 380.6409912109s, input_fired_time: 4.9238405228, output_fired_time: 3.7540259361, propagate_forward_time: 145.5781402588, propagate_backward_time: 220.4416809082, weight_update_time: 0.4928679168, other_time: 5.9433135986
epoch time: 31.3163890839s, input_fired_time: 0.5411050320, output_fired_time: 0.0000000000, propagate_forward_time: 29.7144947052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0607891083
validation[          , genome  9284] predictions:    9831/  10000 (98.31%), best:    9826/10000 (98.26%), error:       563.31738, best error:       525.92529 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 383.6177368164s, input_fired_time: 4.9495749474, output_fired_time: 3.7876887321, propagate_forward_time: 146.8524322510, propagate_backward_time: 222.0757446289, weight_update_time: 0.5013932586, other_time: 5.9522857666
epoch time: 31.1909503937s, input_fired_time: 0.5425725579, output_fired_time: 0.0000000000, propagate_forward_time: 29.5847053528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0636730194
validation[          , genome  9284] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       522.63477, best error:       522.63477 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 382.1543273926s, input_fired_time: 4.9271931648, output_fired_time: 3.7457699776, propagate_forward_time: 146.2515869141, propagate_backward_time: 221.2938537598, weight_update_time: 0.5034810305, other_time: 5.9359436035
epoch time: 30.4266967773s, input_fired_time: 0.5339606404, output_fired_time: 0.0000000000, propagate_forward_time: 28.8501605988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0425758362
validation[          , genome  9284] predictions:    9775/  10000 (97.75%), best:    9835/10000 (98.35%), error:       735.30951, best error:       522.63477 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 383.9154052734s, input_fired_time: 4.9622688293, output_fired_time: 3.8088488579, propagate_forward_time: 146.8262634277, propagate_backward_time: 222.3289489746, weight_update_time: 0.5097881556, other_time: 5.9890747070
epoch time: 30.2455749512s, input_fired_time: 0.5334728956, output_fired_time: 0.0000000000, propagate_forward_time: 28.6702079773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0418949127
validation[          , genome  9284] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       515.77216, best error:       515.77216 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 379.2474365234s, input_fired_time: 4.9223518372, output_fired_time: 3.7304503918, propagate_forward_time: 145.4198760986, propagate_backward_time: 219.2438354492, weight_update_time: 0.5059271455, other_time: 5.9309234619
epoch time: 30.5145912170s, input_fired_time: 0.5320075154, output_fired_time: 0.0000000000, propagate_forward_time: 28.9388980865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0436859131
validation[          , genome  9284] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       486.11600, best error:       486.11600 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 385.0117492676s, input_fired_time: 4.9626564980, output_fired_time: 3.7791035175, propagate_forward_time: 147.3866271973, propagate_backward_time: 222.9086608887, weight_update_time: 0.5105804205, other_time: 5.9747009277
epoch time: 31.1591930389s, input_fired_time: 0.5503692031, output_fired_time: 0.0000000000, propagate_forward_time: 29.5555992126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0532245636
validation[          , genome  9284] predictions:    9806/  10000 (98.06%), best:    9848/10000 (98.48%), error:       604.98364, best error:       486.11600 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 378.6106567383s, input_fired_time: 4.9255919456, output_fired_time: 3.7199022770, propagate_forward_time: 145.0293273926, propagate_backward_time: 219.0274047852, weight_update_time: 0.5065883994, other_time: 5.9084167480
epoch time: 29.8901271820s, input_fired_time: 0.5293088555, output_fired_time: 0.0000000000, propagate_forward_time: 28.3315963745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0292224884
validation[          , genome  9284] predictions:    9832/  10000 (98.32%), best:    9848/10000 (98.48%), error:       526.31415, best error:       486.11600 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 381.8002624512s, input_fired_time: 4.9547996521, output_fired_time: 3.7630250454, propagate_forward_time: 146.1370086670, propagate_backward_time: 220.9887390137, weight_update_time: 0.5078220963, other_time: 5.9566802979
epoch time: 31.2548141479s, input_fired_time: 0.5391224027, output_fired_time: 0.0000000000, propagate_forward_time: 29.6646442413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0510482788
validation[          , genome  9284] predictions:    9829/  10000 (98.29%), best:    9848/10000 (98.48%), error:       528.05682, best error:       486.11600 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 381.9809875488s, input_fired_time: 4.9719028473, output_fired_time: 3.7755205631, propagate_forward_time: 146.2090606689, propagate_backward_time: 221.0625915527, weight_update_time: 0.5091934800, other_time: 5.9619293213
epoch time: 30.5341033936s, input_fired_time: 0.5343844295, output_fired_time: 0.0000000000, propagate_forward_time: 28.9533290863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0463905334
validation[          , genome  9284] predictions:    9843/  10000 (98.43%), best:    9848/10000 (98.48%), error:       543.59277, best error:       486.11600 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 385.2965393066s, input_fired_time: 4.9757938385, output_fired_time: 3.7780373096, propagate_forward_time: 147.3036041260, propagate_backward_time: 223.2672576904, weight_update_time: 0.5110545754, other_time: 5.9718322754
epoch time: 30.3409996033s, input_fired_time: 0.5338287354, output_fired_time: 0.0000000000, propagate_forward_time: 28.7688579559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0383129120
validation[          , genome  9284] predictions:    9829/  10000 (98.29%), best:    9848/10000 (98.48%), error:       528.75452, best error:       486.11600 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 380.7642211914s, input_fired_time: 4.9552721977, output_fired_time: 3.7494781017, propagate_forward_time: 145.8087615967, propagate_backward_time: 220.2972717285, weight_update_time: 0.5071359277, other_time: 5.9534454346
epoch time: 31.3050289154s, input_fired_time: 0.5512020588, output_fired_time: 0.0000000000, propagate_forward_time: 29.6950454712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0587806702
validation[          , genome  9284] predictions:    9839/  10000 (98.39%), best:    9848/10000 (98.48%), error:       524.66064, best error:       486.11600 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 382.7035522461s, input_fired_time: 4.9718632698, output_fired_time: 3.7587280273, propagate_forward_time: 146.3746032715, propagate_backward_time: 221.6403350830, weight_update_time: 0.5092127919, other_time: 5.9580230713
epoch time: 31.2782859802s, input_fired_time: 0.5528461933, output_fired_time: 0.0000000000, propagate_forward_time: 29.6679153442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0575237274
validation[          , genome  9284] predictions:    9849/  10000 (98.49%), best:    9848/10000 (98.48%), error:       508.56854, best error:       486.11600 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 383.7806701660s, input_fired_time: 4.9841136932, output_fired_time: 3.7686464787, propagate_forward_time: 146.7492218018, propagate_backward_time: 222.3080596924, weight_update_time: 0.5103625655, other_time: 5.9706420898
epoch time: 30.2410202026s, input_fired_time: 0.5383042693, output_fired_time: 0.0000000000, propagate_forward_time: 28.6671161652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0356006622
validation[          , genome  9284] predictions:    9846/  10000 (98.46%), best:    9848/10000 (98.48%), error:       530.10907, best error:       486.11600 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 384.1685180664s, input_fired_time: 4.9918289185, output_fired_time: 3.7727870941, propagate_forward_time: 146.8957977295, propagate_backward_time: 222.5290374756, weight_update_time: 0.5114926696, other_time: 5.9790649414
epoch time: 31.3261814117s, input_fired_time: 0.5529663563, output_fired_time: 0.0000000000, propagate_forward_time: 29.7146587372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0585556030
validation[          , genome  9284] predictions:    9795/  10000 (97.95%), best:    9848/10000 (98.48%), error:       645.05359, best error:       486.11600 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 388.6010131836s, input_fired_time: 5.0310521126, output_fired_time: 3.8055093288, propagate_forward_time: 148.6143188477, propagate_backward_time: 225.1416168213, weight_update_time: 0.5154990554, other_time: 6.0084991455
epoch time: 31.2798118591s, input_fired_time: 0.5507713556, output_fired_time: 0.0000000000, propagate_forward_time: 29.6839199066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0451202393
validation[          , genome  9284] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       450.76755, best error:       450.76755 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 384.5162353516s, input_fired_time: 5.0064048767, output_fired_time: 3.7934083939, propagate_forward_time: 146.9889068604, propagate_backward_time: 222.7496948242, weight_update_time: 0.5116476417, other_time: 5.9778289795
epoch time: 31.0990104675s, input_fired_time: 0.5432643294, output_fired_time: 0.0000000000, propagate_forward_time: 29.5042285919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0515174866
validation[          , genome  9284] predictions:    9824/  10000 (98.24%), best:    9862/10000 (98.62%), error:       594.61603, best error:       450.76755 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 386.4597778320s, input_fired_time: 5.0239768028, output_fired_time: 3.8058555126, propagate_forward_time: 147.8516235352, propagate_backward_time: 223.7618713379, weight_update_time: 0.5123295784, other_time: 6.0164489746
epoch time: 30.6313648224s, input_fired_time: 0.5429033041, output_fired_time: 0.0000000000, propagate_forward_time: 29.0486202240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0398406982
validation[          , genome  9284] predictions:    9850/  10000 (98.50%), best:    9862/10000 (98.62%), error:       477.55441, best error:       450.76755 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 376.7031860352s, input_fired_time: 4.9476113319, output_fired_time: 3.7015461922, propagate_forward_time: 144.1716766357, propagate_backward_time: 217.9608001709, weight_update_time: 0.5048916340, other_time: 5.9215698242
epoch time: 30.8155708313s, input_fired_time: 0.5468941331, output_fired_time: 0.0000000000, propagate_forward_time: 29.2280063629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0406703949
validation[          , genome  9284] predictions:    9844/  10000 (98.44%), best:    9862/10000 (98.62%), error:       517.80927, best error:       450.76755 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 382.1987304688s, input_fired_time: 4.9875073433, output_fired_time: 3.7609510422, propagate_forward_time: 146.1207885742, propagate_backward_time: 221.3843078613, weight_update_time: 0.5080723763, other_time: 5.9451599121
epoch time: 29.6483478546s, input_fired_time: 0.5333669782, output_fired_time: 0.0000000000, propagate_forward_time: 28.0961418152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0188388824
validation[          , genome  9284] predictions:    9850/  10000 (98.50%), best:    9862/10000 (98.62%), error:       504.05035, best error:       450.76755 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 380.1251831055s, input_fired_time: 4.9630279541, output_fired_time: 3.7080543041, propagate_forward_time: 145.6032714844, propagate_backward_time: 219.9309387207, weight_update_time: 0.5068175793, other_time: 5.9198913574
epoch time: 30.5868186951s, input_fired_time: 0.5431233048, output_fired_time: 0.0000000000, propagate_forward_time: 29.0000286102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0436668396
validation[          , genome  9284] predictions:    9819/  10000 (98.19%), best:    9862/10000 (98.62%), error:       576.06079, best error:       450.76755 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 384.2543945312s, input_fired_time: 5.0110507011, output_fired_time: 3.7510991096, propagate_forward_time: 147.0410308838, propagate_backward_time: 222.4729614258, weight_update_time: 0.5105980039, other_time: 5.9782562256
epoch time: 30.3709163666s, input_fired_time: 0.5423167944, output_fired_time: 0.0000000000, propagate_forward_time: 28.7853755951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0432243347
validation[          , genome  9284] predictions:    9851/  10000 (98.51%), best:    9862/10000 (98.62%), error:       488.32498, best error:       450.76755 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 387.3681640625s, input_fired_time: 5.0447010994, output_fired_time: 3.7900011539, propagate_forward_time: 148.1756744385, propagate_backward_time: 224.3551025391, weight_update_time: 0.5170785189, other_time: 6.0026702881
epoch time: 31.2785282135s, input_fired_time: 0.5542286634, output_fired_time: 0.0000000000, propagate_forward_time: 29.6818962097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0424041748
validation[          , genome  9284] predictions:    9848/  10000 (98.48%), best:    9862/10000 (98.62%), error:       490.64023, best error:       450.76755 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 379.5313720703s, input_fired_time: 4.9866633415, output_fired_time: 3.7432415485, propagate_forward_time: 145.1656646729, propagate_backward_time: 219.6946105957, weight_update_time: 0.5044986010, other_time: 5.9411773682
epoch time: 31.0152072906s, input_fired_time: 0.5569529533, output_fired_time: 0.0000000000, propagate_forward_time: 29.4031581879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0550956726
validation[          , genome  9284] predictions:    9850/  10000 (98.50%), best:    9862/10000 (98.62%), error:       489.92099, best error:       450.76755 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 380.0315551758s, input_fired_time: 4.9765577316, output_fired_time: 3.7268686295, propagate_forward_time: 145.0328521729, propagate_backward_time: 220.3616333008, weight_update_time: 0.5066830516, other_time: 5.9336395264
epoch time: 29.6524047852s, input_fired_time: 0.5331274271, output_fired_time: 0.0000000000, propagate_forward_time: 28.0938911438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0253868103
validation[          , genome  9284] predictions:    9859/  10000 (98.59%), best:    9862/10000 (98.62%), error:       460.40872, best error:       450.76755 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 377.1748962402s, input_fired_time: 4.9560246468, output_fired_time: 3.6928071976, propagate_forward_time: 144.2443389893, propagate_backward_time: 218.3638610840, weight_update_time: 0.5026564598, other_time: 5.9178619385
epoch time: 31.2581863403s, input_fired_time: 0.5562199354, output_fired_time: 0.0000000000, propagate_forward_time: 29.6451225281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0568447113
validation[          , genome  9284] predictions:    9861/  10000 (98.61%), best:    9862/10000 (98.62%), error:       463.93729, best error:       450.76755 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 377.6376037598s, input_fired_time: 4.9900293350, output_fired_time: 3.7306034565, propagate_forward_time: 144.4134674072, propagate_backward_time: 218.5841979980, weight_update_time: 0.5027672052, other_time: 5.9193267822
epoch time: 28.5411586761s, input_fired_time: 0.5331128836, output_fired_time: 0.0000000000, propagate_forward_time: 26.9903850555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0176601410
validation[          , genome  9284] predictions:    9828/  10000 (98.28%), best:    9862/10000 (98.62%), error:       556.21344, best error:       450.76755 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 377.3629760742s, input_fired_time: 4.9799790382, output_fired_time: 3.7405354977, propagate_forward_time: 144.1767425537, propagate_backward_time: 218.5143432617, weight_update_time: 0.5051584840, other_time: 5.9513702393
epoch time: 30.3609848022s, input_fired_time: 0.5472394824, output_fired_time: 0.0000000000, propagate_forward_time: 28.7630863190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0506591797
validation[          , genome  9284] predictions:    9827/  10000 (98.27%), best:    9862/10000 (98.62%), error:       557.00336, best error:       450.76755 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 381.8356018066s, input_fired_time: 5.0508289337, output_fired_time: 3.7431979179, propagate_forward_time: 145.8247985840, propagate_backward_time: 221.2261962891, weight_update_time: 0.5098536611, other_time: 5.9905700684
epoch time: 31.3188991547s, input_fired_time: 0.5634861588, output_fired_time: 0.0000000000, propagate_forward_time: 29.6881275177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0672855377
validation[          , genome  9284] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       445.69202, best error:       445.69202 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 388.5443420410s, input_fired_time: 5.0790767670, output_fired_time: 3.8036029339, propagate_forward_time: 148.6044921875, propagate_backward_time: 224.9929046631, weight_update_time: 0.5181070566, other_time: 6.0642852783
epoch time: 31.2994403839s, input_fired_time: 0.5606829524, output_fired_time: 0.0000000000, propagate_forward_time: 29.6731719971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0655860901
validation[          , genome  9284] predictions:    9840/  10000 (98.40%), best:    9874/10000 (98.74%), error:       507.78632, best error:       445.69202 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 387.9790649414s, input_fired_time: 5.0702309608, output_fired_time: 3.7991054058, propagate_forward_time: 148.3798217773, propagate_backward_time: 224.6547698975, weight_update_time: 0.5159189105, other_time: 6.0751495361
epoch time: 31.2405967712s, input_fired_time: 0.5625422597, output_fired_time: 0.0000000000, propagate_forward_time: 29.6297721863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0482826233
validation[          , genome  9284] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       508.58386, best error:       445.69202 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 387.7423706055s, input_fired_time: 5.0793366432, output_fired_time: 3.8129878044, propagate_forward_time: 148.2623748779, propagate_backward_time: 224.5323181152, weight_update_time: 0.5150575042, other_time: 6.0553436279
epoch time: 31.4381980896s, input_fired_time: 0.5655499101, output_fired_time: 0.0000000000, propagate_forward_time: 29.7999439240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0727043152
validation[          , genome  9284] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       471.01685, best error:       445.69202 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 386.0985107422s, input_fired_time: 5.0634455681, output_fired_time: 3.7788591385, propagate_forward_time: 147.6511840820, propagate_backward_time: 223.5613098145, weight_update_time: 0.5128701925, other_time: 6.0437011719
epoch time: 31.4013824463s, input_fired_time: 0.5654428601, output_fired_time: 0.0000000000, propagate_forward_time: 29.7691764832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0667629242
validation[          , genome  9284] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       462.73059, best error:       445.69202 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 385.3566894531s, input_fired_time: 5.0686182976, output_fired_time: 3.7875277996, propagate_forward_time: 147.1909179688, propagate_backward_time: 223.2886962891, weight_update_time: 0.5134596229, other_time: 6.0209350586
epoch time: 30.9507732391s, input_fired_time: 0.5613670349, output_fired_time: 0.0000000000, propagate_forward_time: 29.3292293549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0601768494
validation[          , genome  9284] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       411.43521, best error:       411.43521 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 385.0415954590s, input_fired_time: 5.0811791420, output_fired_time: 3.8051738739, propagate_forward_time: 147.0322113037, propagate_backward_time: 223.1231536865, weight_update_time: 0.5124920607, other_time: 5.9998779297
epoch time: 30.9117164612s, input_fired_time: 0.5633940697, output_fired_time: 0.0000000000, propagate_forward_time: 29.2973480225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0509738922
validation[          , genome  9284] predictions:    9859/  10000 (98.59%), best:    9874/10000 (98.74%), error:       466.25656, best error:       411.43521 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 384.6907348633s, input_fired_time: 5.0517649651, output_fired_time: 3.7506332397, propagate_forward_time: 146.9655761719, propagate_backward_time: 222.9063110352, weight_update_time: 0.5125760436, other_time: 6.0164489746
epoch time: 31.3245010376s, input_fired_time: 0.5635752082, output_fired_time: 0.0000000000, propagate_forward_time: 29.6966991425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0642261505
validation[          , genome  9284] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       419.50589, best error:       411.43521 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 383.3603515625s, input_fired_time: 5.0496869087, output_fired_time: 3.7780411243, propagate_forward_time: 146.4636840820, propagate_backward_time: 222.0710449219, weight_update_time: 0.5108357072, other_time: 5.9978942871
epoch time: 31.3427524567s, input_fired_time: 0.5632746220, output_fired_time: 0.0000000000, propagate_forward_time: 29.7214603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0580177307
validation[          , genome  9284] predictions:    9813/  10000 (98.13%), best:    9874/10000 (98.74%), error:       638.06104, best error:       411.43521 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 385.8279113770s, input_fired_time: 5.0752453804, output_fired_time: 3.7694065571, propagate_forward_time: 147.5719451904, propagate_backward_time: 223.4082031250, weight_update_time: 0.5139135122, other_time: 6.0030975342
epoch time: 31.3582248688s, input_fired_time: 0.5694688559, output_fired_time: 0.0000000000, propagate_forward_time: 29.7289123535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0598430634
validation[          , genome  9284] predictions:    9852/  10000 (98.52%), best:    9874/10000 (98.74%), error:       478.78055, best error:       411.43521 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 380.5260620117s, input_fired_time: 5.0359706879, output_fired_time: 3.7496521473, propagate_forward_time: 145.2097930908, propagate_backward_time: 220.5376129150, weight_update_time: 0.5081869364, other_time: 5.9930114746
epoch time: 29.9085197449s, input_fired_time: 0.5447149277, output_fired_time: 0.0000000000, propagate_forward_time: 28.3275566101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0362472534
validation[          , genome  9284] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       468.20782, best error:       411.43521 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 384.1516418457s, input_fired_time: 5.0523447990, output_fired_time: 3.7602734566, propagate_forward_time: 146.9437103271, propagate_backward_time: 222.4281921387, weight_update_time: 0.5113912821, other_time: 5.9671173096
epoch time: 31.3172740936s, input_fired_time: 0.5655851960, output_fired_time: 0.0000000000, propagate_forward_time: 29.6933689117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0583190918
validation[          , genome  9284] predictions:    9783/  10000 (97.83%), best:    9874/10000 (98.74%), error:       693.10699, best error:       411.43521 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 378.7498168945s, input_fired_time: 5.0265707970, output_fired_time: 3.7317976952, propagate_forward_time: 144.8049926758, propagate_backward_time: 219.2175903320, weight_update_time: 0.5060505271, other_time: 5.9688415527
epoch time: 31.0774536133s, input_fired_time: 0.5663177371, output_fired_time: 0.0000000000, propagate_forward_time: 29.4591293335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0520057678
validation[          , genome  9284] predictions:    9837/  10000 (98.37%), best:    9874/10000 (98.74%), error:       543.35419, best error:       411.43521 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 382.9961547852s, input_fired_time: 5.0573859215, output_fired_time: 3.7639107704, propagate_forward_time: 146.4029388428, propagate_backward_time: 221.7740783691, weight_update_time: 0.5104379654, other_time: 5.9978485107
epoch time: 31.3183231354s, input_fired_time: 0.5711516142, output_fired_time: 0.0000000000, propagate_forward_time: 29.6830711365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0641002655
validation[          , genome  9284] predictions:    9870/  10000 (98.70%), best:    9874/10000 (98.74%), error:       455.11575, best error:       411.43521 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 382.6666259766s, input_fired_time: 5.0577564240, output_fired_time: 3.7454247475, propagate_forward_time: 146.3244934082, propagate_backward_time: 221.5389251709, weight_update_time: 0.5149914622, other_time: 6.0000152588
epoch time: 30.5437374115s, input_fired_time: 0.5597072840, output_fired_time: 0.0000000000, propagate_forward_time: 28.9388484955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0451812744
validation[          , genome  9284] predictions:    9837/  10000 (98.37%), best:    9874/10000 (98.74%), error:       550.90240, best error:       411.43521 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 375.7210083008s, input_fired_time: 5.0058460236, output_fired_time: 3.7078428268, propagate_forward_time: 143.6483917236, propagate_backward_time: 217.4252471924, weight_update_time: 0.5026388764, other_time: 5.9336547852
epoch time: 31.2788677216s, input_fired_time: 0.5679177046, output_fired_time: 0.0000000000, propagate_forward_time: 29.6519432068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0590076447
validation[          , genome  9284] predictions:    9863/  10000 (98.63%), best:    9874/10000 (98.74%), error:       442.99551, best error:       411.43521 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 386.2723693848s, input_fired_time: 5.0933480263, output_fired_time: 3.8014767170, propagate_forward_time: 147.4248199463, propagate_backward_time: 223.9329223633, weight_update_time: 0.5132353902, other_time: 6.0197906494
epoch time: 31.4171257019s, input_fired_time: 0.5714380741, output_fired_time: 0.0000000000, propagate_forward_time: 29.7742462158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714416504
validation[          , genome  9284] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       462.67331, best error:       411.43521 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 385.4340820312s, input_fired_time: 5.0811386108, output_fired_time: 3.7760248184, propagate_forward_time: 147.1144561768, propagate_backward_time: 223.4658050537, weight_update_time: 0.5139029622, other_time: 5.9966430664
epoch time: 31.2892723083s, input_fired_time: 0.5701436996, output_fired_time: 0.0000000000, propagate_forward_time: 29.6611309052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0579967499
validation[          , genome  9284] predictions:    9835/  10000 (98.35%), best:    9874/10000 (98.74%), error:       548.38605, best error:       411.43521 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 384.9605407715s, input_fired_time: 5.0800399780, output_fired_time: 3.7654740810, propagate_forward_time: 147.0687255859, propagate_backward_time: 223.0295257568, weight_update_time: 0.5121976733, other_time: 6.0167694092
epoch time: 29.7109603882s, input_fired_time: 0.5507420897, output_fired_time: 0.0000000000, propagate_forward_time: 28.1244049072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0358142853
validation[          , genome  9284] predictions:    9867/  10000 (98.67%), best:    9874/10000 (98.74%), error:       448.51596, best error:       411.43521 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 381.8420715332s, input_fired_time: 5.0634980202, output_fired_time: 3.7370703220, propagate_forward_time: 146.2363739014, propagate_backward_time: 220.8195037842, weight_update_time: 0.5085078478, other_time: 5.9856262207
epoch time: 31.0967998505s, input_fired_time: 0.5650736094, output_fired_time: 0.0000000000, propagate_forward_time: 29.4707508087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0609760284
validation[          , genome  9284] predictions:    9821/  10000 (98.21%), best:    9874/10000 (98.74%), error:       590.72546, best error:       411.43521 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 383.0333862305s, input_fired_time: 5.0760574341, output_fired_time: 3.7597532272, propagate_forward_time: 146.3934631348, propagate_backward_time: 221.8288116455, weight_update_time: 0.5107795596, other_time: 5.9752960205
epoch time: 30.9183654785s, input_fired_time: 0.5622758865, output_fired_time: 0.0000000000, propagate_forward_time: 29.3006744385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0554161072
validation[          , genome  9284] predictions:    9852/  10000 (98.52%), best:    9874/10000 (98.74%), error:       499.20062, best error:       411.43521 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 385.2514953613s, input_fired_time: 5.0911540985, output_fired_time: 3.7774584293, propagate_forward_time: 147.0848236084, propagate_backward_time: 223.2770538330, weight_update_time: 0.5137690902, other_time: 6.0209960938
epoch time: 31.4732551575s, input_fired_time: 0.5702645779, output_fired_time: 0.0000000000, propagate_forward_time: 29.8296260834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0733642578
validation[          , genome  9284] predictions:    9852/  10000 (98.52%), best:    9874/10000 (98.74%), error:       498.71503, best error:       411.43521 on epoch:    62, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 387.8350524902s, input_fired_time: 5.1181106567, output_fired_time: 3.7973697186, propagate_forward_time: 148.2650146484, propagate_backward_time: 224.5998077393, weight_update_time: 0.5162413120, other_time: 6.0547637939
epoch time: 31.3076648712s, input_fired_time: 0.5752297044, output_fired_time: 0.0000000000, propagate_forward_time: 29.6731834412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0592517853
validation[          , genome  9284] predictions:    9851/  10000 (98.51%), best:    9874/10000 (98.74%), error:       470.26797, best error:       411.43521 on epoch:    62, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 388.0176086426s, input_fired_time: 5.1135740280, output_fired_time: 3.8123989105, propagate_forward_time: 148.3348236084, propagate_backward_time: 224.6904907227, weight_update_time: 0.5157491565, other_time: 6.0662994385
epoch time: 31.1770095825s, input_fired_time: 0.5675626397, output_fired_time: 0.0000000000, propagate_forward_time: 29.5435447693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0659027100
validation[          , genome  9284] predictions:    9877/  10000 (98.77%), best:    9874/10000 (98.74%), error:       426.22885, best error:       411.43521 on epoch:    62, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 387.7711486816s, input_fired_time: 5.1129322052, output_fired_time: 3.7965090275, propagate_forward_time: 147.9074096680, propagate_backward_time: 224.9133605957, weight_update_time: 0.5167627931, other_time: 6.0409240723
epoch time: 31.3709888458s, input_fired_time: 0.5683065653, output_fired_time: 0.0000000000, propagate_forward_time: 29.7422542572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0604286194
validation[          , genome  9284] predictions:    9873/  10000 (98.73%), best:    9874/10000 (98.74%), error:       446.19281, best error:       411.43521 on epoch:    62, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 389.1509399414s, input_fired_time: 5.1506628990, output_fired_time: 3.8418016434, propagate_forward_time: 148.5429077148, propagate_backward_time: 225.5560607910, weight_update_time: 0.5178608298, other_time: 6.0595092773
epoch time: 31.3801364899s, input_fired_time: 0.5719897151, output_fired_time: 0.0000000000, propagate_forward_time: 29.7458019257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0623455048
validation[          , genome  9284] predictions:    9860/  10000 (98.60%), best:    9874/10000 (98.74%), error:       454.86914, best error:       411.43521 on epoch:    62, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 388.0933837891s, input_fired_time: 5.1335763931, output_fired_time: 3.8130807877, propagate_forward_time: 148.1928558350, propagate_backward_time: 224.8983917236, weight_update_time: 0.5157876611, other_time: 6.0554809570
epoch time: 31.3816604614s, input_fired_time: 0.5677820444, output_fired_time: 0.0000000000, propagate_forward_time: 29.7416439056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0722351074
validation[          , genome  9284] predictions:    9871/  10000 (98.71%), best:    9874/10000 (98.74%), error:       431.85989, best error:       411.43521 on epoch:    62, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 389.5088195801s, input_fired_time: 5.1403555870, output_fired_time: 3.8272669315, propagate_forward_time: 148.8451232910, propagate_backward_time: 225.6075286865, weight_update_time: 0.5160228014, other_time: 6.0885467529
epoch time: 31.3814907074s, input_fired_time: 0.5721615553, output_fired_time: 0.0000000000, propagate_forward_time: 29.7415962219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0677337646
validation[          , genome  9284] predictions:    9820/  10000 (98.20%), best:    9874/10000 (98.74%), error:       586.32166, best error:       411.43521 on epoch:    62, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 387.1487426758s, input_fired_time: 5.1206059456, output_fired_time: 3.8064589500, propagate_forward_time: 147.7269287109, propagate_backward_time: 224.4509429932, weight_update_time: 0.5150794387, other_time: 6.0438079834
epoch time: 31.2409954071s, input_fired_time: 0.5795314908, output_fired_time: 0.0000000000, propagate_forward_time: 29.5926647186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0687999725
validation[          , genome  9284] predictions:    9880/  10000 (98.80%), best:    9874/10000 (98.74%), error:       436.80304, best error:       411.43521 on epoch:    62, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 388.1595764160s, input_fired_time: 5.1296792030, output_fired_time: 3.8050971031, propagate_forward_time: 148.3588104248, propagate_backward_time: 224.8072204590, weight_update_time: 0.5147836804, other_time: 6.0587921143
epoch time: 31.4386825562s, input_fired_time: 0.5820120573, output_fired_time: 0.0000000000, propagate_forward_time: 29.7852268219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714435577
validation[          , genome  9284] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       453.66846, best error:       411.43521 on epoch:    62, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 387.8554077148s, input_fired_time: 5.1262726784, output_fired_time: 3.8013064861, propagate_forward_time: 148.1825408936, propagate_backward_time: 224.6595306396, weight_update_time: 0.5160979033, other_time: 6.0857543945
epoch time: 30.9589900970s, input_fired_time: 0.5632398129, output_fired_time: 0.0000000000, propagate_forward_time: 29.3304367065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0653133392
validation[          , genome  9284] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       438.59180, best error:       411.43521 on epoch:    62, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 388.5039978027s, input_fired_time: 5.1210083961, output_fired_time: 3.7992377281, propagate_forward_time: 148.4733428955, propagate_backward_time: 225.0612640381, weight_update_time: 0.5162484646, other_time: 6.0491638184
epoch time: 31.1132659912s, input_fired_time: 0.5744766593, output_fired_time: 0.0000000000, propagate_forward_time: 29.4789619446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0598278046
validation[          , genome  9284] predictions:    9870/  10000 (98.70%), best:    9874/10000 (98.74%), error:       442.56113, best error:       411.43521 on epoch:    62, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 387.5177917480s, input_fired_time: 5.1435761452, output_fired_time: 3.8076431751, propagate_forward_time: 148.1621398926, propagate_backward_time: 224.3549957275, weight_update_time: 0.5153874755, other_time: 6.0494232178
epoch time: 31.4262104034s, input_fired_time: 0.5722403526, output_fired_time: 0.0000000000, propagate_forward_time: 29.7832946777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0706748962
validation[          , genome  9284] predictions:    9842/  10000 (98.42%), best:    9874/10000 (98.74%), error:       527.01831, best error:       411.43521 on epoch:    62, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 387.1472473145s, input_fired_time: 5.1168661118, output_fired_time: 3.7931814194, propagate_forward_time: 147.8459014893, propagate_backward_time: 224.3467254639, weight_update_time: 0.5143263936, other_time: 6.0445861816
epoch time: 31.0868148804s, input_fired_time: 0.5674713254, output_fired_time: 0.0000000000, propagate_forward_time: 29.4528141022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0665302277
validation[          , genome  9284] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       468.62534, best error:       411.43521 on epoch:    62, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 389.2996520996s, input_fired_time: 5.1437706947, output_fired_time: 3.8273949623, propagate_forward_time: 148.6208190918, propagate_backward_time: 225.6169281006, weight_update_time: 0.5171915293, other_time: 6.0907440186
epoch time: 31.4075164795s, input_fired_time: 0.5832138062, output_fired_time: 0.0000000000, propagate_forward_time: 29.7622318268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0620708466
validation[          , genome  9284] predictions:    9858/  10000 (98.58%), best:    9874/10000 (98.74%), error:       458.72397, best error:       411.43521 on epoch:    62, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 388.6855773926s, input_fired_time: 5.1359257698, output_fired_time: 3.7993030548, propagate_forward_time: 148.5525817871, propagate_backward_time: 225.1325073242, weight_update_time: 0.5169278979, other_time: 6.0652465820
epoch time: 31.2551651001s, input_fired_time: 0.5737312436, output_fired_time: 0.0000000000, propagate_forward_time: 29.6216373444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0597972870
validation[          , genome  9284] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       471.54782, best error:       411.43521 on epoch:    62, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 388.3607177734s, input_fired_time: 5.1410446167, output_fired_time: 3.8179352283, propagate_forward_time: 148.2637176514, propagate_backward_time: 225.1062774658, weight_update_time: 0.5168712735, other_time: 6.0317382812
epoch time: 31.4150066376s, input_fired_time: 0.5703824162, output_fired_time: 0.0000000000, propagate_forward_time: 29.7805843353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0640392303
validation[          , genome  9284] predictions:    9866/  10000 (98.66%), best:    9874/10000 (98.74%), error:       477.38306, best error:       411.43521 on epoch:    62, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 388.1892395020s, input_fired_time: 5.1501660347, output_fired_time: 3.8188292980, propagate_forward_time: 148.2730407715, propagate_backward_time: 224.9055633545, weight_update_time: 0.5179405212, other_time: 6.0416412354
epoch time: 31.4156360626s, input_fired_time: 0.5781776309, output_fired_time: 0.0000000000, propagate_forward_time: 29.7797222137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0577354431
validation[          , genome  9284] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       410.02469, best error:       410.02469 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 387.7861328125s, input_fired_time: 5.1238245964, output_fired_time: 3.8012149334, propagate_forward_time: 148.0842437744, propagate_backward_time: 224.7149505615, weight_update_time: 0.5144441724, other_time: 6.0619201660
epoch time: 31.3490753174s, input_fired_time: 0.5675505996, output_fired_time: 0.0000000000, propagate_forward_time: 29.7157211304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0658035278
validation[          , genome  9284] predictions:    9854/  10000 (98.54%), best:    9882/10000 (98.82%), error:       445.47849, best error:       410.02469 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 388.3502197266s, input_fired_time: 5.1417260170, output_fired_time: 3.8160548210, propagate_forward_time: 148.2514648438, propagate_backward_time: 225.0933074951, weight_update_time: 0.5166086555, other_time: 6.0476837158
epoch time: 31.2807044983s, input_fired_time: 0.5751439333, output_fired_time: 0.0000000000, propagate_forward_time: 29.6473464966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0582141876
validation[          , genome  9284] predictions:    9871/  10000 (98.71%), best:    9882/10000 (98.82%), error:       432.58585, best error:       410.02469 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 388.4468994141s, input_fired_time: 5.1400690079, output_fired_time: 3.8092663288, propagate_forward_time: 148.2491912842, propagate_backward_time: 225.2279968262, weight_update_time: 0.5177466273, other_time: 6.0203704834
epoch time: 31.3096160889s, input_fired_time: 0.5754796863, output_fired_time: 0.0000000000, propagate_forward_time: 29.6717147827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0624217987
validation[          , genome  9284] predictions:    9864/  10000 (98.64%), best:    9882/10000 (98.82%), error:       446.99963, best error:       410.02469 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 389.5252990723s, input_fired_time: 5.1661839485, output_fired_time: 3.8392949104, propagate_forward_time: 148.6117553711, propagate_backward_time: 225.8818969727, weight_update_time: 0.5179210305, other_time: 6.0261535645
epoch time: 31.3710651398s, input_fired_time: 0.5802683830, output_fired_time: 0.0000000000, propagate_forward_time: 29.7282733917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0625228882
validation[          , genome  9284] predictions:    9865/  10000 (98.65%), best:    9882/10000 (98.82%), error:       434.44223, best error:       410.02469 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 388.1696472168s, input_fired_time: 5.1494851112, output_fired_time: 3.8185131550, propagate_forward_time: 148.2342224121, propagate_backward_time: 224.9443511963, weight_update_time: 0.5144042969, other_time: 6.0230865479
epoch time: 31.2408523560s, input_fired_time: 0.5779756904, output_fired_time: 0.0000000000, propagate_forward_time: 29.6059188843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0569572449
validation[          , genome  9284] predictions:    9868/  10000 (98.68%), best:    9882/10000 (98.82%), error:       441.32938, best error:       410.02469 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 388.2162475586s, input_fired_time: 5.1331448555, output_fired_time: 3.7845685482, propagate_forward_time: 148.4420623779, propagate_backward_time: 224.8001251221, weight_update_time: 0.5159818530, other_time: 6.0563354492
epoch time: 31.2863197327s, input_fired_time: 0.5708068609, output_fired_time: 0.0000000000, propagate_forward_time: 29.6514110565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0641021729
validation[          , genome  9284] predictions:    9862/  10000 (98.62%), best:    9882/10000 (98.82%), error:       461.67892, best error:       410.02469 on epoch:    94, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 156.4897460938s, input_fired_time: 2.9131128788, output_fired_time: 0.0000000000, propagate_forward_time: 148.2346496582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3419799805
best training[          , genome  9284] predictions:   49989/  50000 (99.98%), best:    9882/10000 (98.82%), error:       264.16013, best error:       410.02469 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 31.3504886627s, input_fired_time: 0.5729364753, output_fired_time: 0.0000000000, propagate_forward_time: 29.7163162231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0612354279
   testing[          , genome  9284] predictions:    9885/  10000 (98.85%), best:    9882/10000 (98.82%), error:       383.20667, best error:       410.02469 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:01:16 (70203): called boinc_finish(0)

</stderr_txt>
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