Nameexact_genome_1512568488_41_3538_0
Workunit2588930
Created7 Dec 2017, 5:17:37 UTC
Sent7 Dec 2017, 5:20:24 UTC
Report deadline11 Dec 2017, 11:39:25 UTC
Received7 Dec 2017, 7:49:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 28 min 45 sec
CPU time2 hours 23 min 1 sec
Validate stateValid
Credit1,065.80
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.79 MB
Peak swap size153.19 MB
Peak disk usage1.85 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0744759366, output_fired_time: 0.0000000000, propagate_forward_time: 5.4137859344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283089638
validation[          , genome  3538] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1580.46143, best error:      1580.46143 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 78.0390014648s, input_fired_time: 0.6055118442, output_fired_time: 0.6093094349, propagate_forward_time: 29.0893077850, propagate_backward_time: 45.2591781616, weight_update_time: 0.1550873220, other_time: 2.4756927490
epoch time: 6.3494133949s, input_fired_time: 0.0769315511, output_fired_time: 0.0000000000, propagate_forward_time: 5.8266577721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458241463
validation[          , genome  3538] predictions:    9473/  10000 (94.73%), best:    9540/10000 (95.40%), error:      1842.78723, best error:      1580.46143 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 75.1809844971s, input_fired_time: 0.5901429057, output_fired_time: 0.5895587206, propagate_forward_time: 27.9272518158, propagate_backward_time: 43.6499824524, weight_update_time: 0.1523031443, other_time: 2.4240455627
epoch time: 6.1526427269s, input_fired_time: 0.0744910687, output_fired_time: 0.0000000000, propagate_forward_time: 5.6547513008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4234004021
validation[          , genome  3538] predictions:    9553/  10000 (95.53%), best:    9553/10000 (95.53%), error:      1549.53833, best error:      1549.53833 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 76.8136596680s, input_fired_time: 0.5980381370, output_fired_time: 0.5969093442, propagate_forward_time: 28.5643234253, propagate_backward_time: 44.6080780029, weight_update_time: 0.1526601762, other_time: 2.4463119507
epoch time: 6.4157948494s, input_fired_time: 0.0779719651, output_fired_time: 0.0000000000, propagate_forward_time: 5.8986306190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391922951
validation[          , genome  3538] predictions:    9543/  10000 (95.43%), best:    9553/10000 (95.53%), error:      1588.00098, best error:      1549.53833 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 78.3697280884s, input_fired_time: 0.6159218550, output_fired_time: 0.6078788042, propagate_forward_time: 29.1105518341, propagate_backward_time: 45.5452651978, weight_update_time: 0.1569811702, other_time: 2.4901123047
epoch time: 6.3361501694s, input_fired_time: 0.0787318721, output_fired_time: 0.0000000000, propagate_forward_time: 5.8073134422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4501047134
validation[          , genome  3538] predictions:    9544/  10000 (95.44%), best:    9553/10000 (95.53%), error:      1574.05945, best error:      1549.53833 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.8461837769s, input_fired_time: 0.6147519350, output_fired_time: 0.6140308976, propagate_forward_time: 29.3776283264, propagate_backward_time: 45.7452697754, weight_update_time: 0.1586720943, other_time: 2.4945030212
epoch time: 6.3385853767s, input_fired_time: 0.0786285773, output_fired_time: 0.0000000000, propagate_forward_time: 5.8236594200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362974167
validation[          , genome  3538] predictions:    9470/  10000 (94.70%), best:    9553/10000 (95.53%), error:      1805.19678, best error:      1549.53833 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.5969238281s, input_fired_time: 0.6094484925, output_fired_time: 0.6082795858, propagate_forward_time: 29.2687702179, propagate_backward_time: 45.6378250122, weight_update_time: 0.1558888555, other_time: 2.4726028442
epoch time: 6.0127468109s, input_fired_time: 0.0747955889, output_fired_time: 0.0000000000, propagate_forward_time: 5.5028562546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4350948334
validation[          , genome  3538] predictions:    9452/  10000 (94.52%), best:    9553/10000 (95.53%), error:      1778.65979, best error:      1549.53833 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.0654067993s, input_fired_time: 0.6101030111, output_fired_time: 0.6079393625, propagate_forward_time: 29.0958824158, propagate_backward_time: 45.2956275940, weight_update_time: 0.1540968418, other_time: 2.4558563232
epoch time: 6.5300564766s, input_fired_time: 0.0793983191, output_fired_time: 0.0000000000, propagate_forward_time: 6.0100545883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406037331
validation[          , genome  3538] predictions:    9514/  10000 (95.14%), best:    9553/10000 (95.53%), error:      1695.57092, best error:      1549.53833 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.5805740356s, input_fired_time: 0.6023136973, output_fired_time: 0.5923381448, propagate_forward_time: 28.4746875763, propagate_backward_time: 44.4738235474, weight_update_time: 0.1544121057, other_time: 2.4374160767
epoch time: 6.4085168839s, input_fired_time: 0.0788360536, output_fired_time: 0.0000000000, propagate_forward_time: 5.8803443909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4493365288
validation[          , genome  3538] predictions:    9535/  10000 (95.35%), best:    9553/10000 (95.53%), error:      1596.06091, best error:      1549.53833 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.7825546265s, input_fired_time: 0.6134859920, output_fired_time: 0.6085531712, propagate_forward_time: 29.3570919037, propagate_backward_time: 45.7078170776, weight_update_time: 0.1582118273, other_time: 2.4956054688
epoch time: 6.5428295135s, input_fired_time: 0.0797375441, output_fired_time: 0.0000000000, propagate_forward_time: 6.0190219879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4440698624
validation[          , genome  3538] predictions:    9516/  10000 (95.16%), best:    9553/10000 (95.53%), error:      1670.04895, best error:      1549.53833 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 75.8242034912s, input_fired_time: 0.5974463820, output_fired_time: 0.5913977623, propagate_forward_time: 28.2019405365, propagate_backward_time: 44.0177078247, weight_update_time: 0.1528138518, other_time: 2.4157104492
epoch time: 6.2207665443s, input_fired_time: 0.0785194859, output_fired_time: 0.0000000000, propagate_forward_time: 5.7050971985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4371500015
validation[          , genome  3538] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1440.46936, best error:      1440.46936 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.1901397705s, input_fired_time: 0.6180719733, output_fired_time: 0.6061815619, propagate_forward_time: 29.1433105469, propagate_backward_time: 45.3481369019, weight_update_time: 0.1556483209, other_time: 2.4744415283
epoch time: 6.3195962906s, input_fired_time: 0.0770282000, output_fired_time: 0.0000000000, propagate_forward_time: 5.8030266762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395413399
validation[          , genome  3538] predictions:    9548/  10000 (95.48%), best:    9575/10000 (95.75%), error:      1511.93762, best error:      1440.46936 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 79.1371841431s, input_fired_time: 0.6201059222, output_fired_time: 0.6125011444, propagate_forward_time: 29.4652671814, propagate_backward_time: 45.9322013855, weight_update_time: 0.1574273854, other_time: 2.5071029663
epoch time: 6.0476899147s, input_fired_time: 0.0737876520, output_fired_time: 0.0000000000, propagate_forward_time: 5.5508437157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230585098
validation[          , genome  3538] predictions:    9564/  10000 (95.64%), best:    9575/10000 (95.75%), error:      1502.14368, best error:      1440.46936 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.6386413574s, input_fired_time: 0.6154531240, output_fired_time: 0.6134647727, propagate_forward_time: 29.2961769104, propagate_backward_time: 45.6244850159, weight_update_time: 0.1559562981, other_time: 2.4890594482
epoch time: 6.3573884964s, input_fired_time: 0.0765313655, output_fired_time: 0.0000000000, propagate_forward_time: 5.8459486961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349083900
validation[          , genome  3538] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1419.48413, best error:      1419.48413 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 77.9304885864s, input_fired_time: 0.6104938388, output_fired_time: 0.6046578288, propagate_forward_time: 29.0449314117, propagate_backward_time: 45.1930732727, weight_update_time: 0.1547049731, other_time: 2.4773292542
epoch time: 6.3873624802s, input_fired_time: 0.0766670704, output_fired_time: 0.0000000000, propagate_forward_time: 5.8656148911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450807571
validation[          , genome  3538] predictions:    9573/  10000 (95.73%), best:    9590/10000 (95.90%), error:      1483.04529, best error:      1419.48413 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 77.7330551147s, input_fired_time: 0.6101946235, output_fired_time: 0.6056492925, propagate_forward_time: 29.0093135834, propagate_backward_time: 45.0541114807, weight_update_time: 0.1522933692, other_time: 2.4537849426
epoch time: 6.3883309364s, input_fired_time: 0.0773683041, output_fired_time: 0.0000000000, propagate_forward_time: 5.8726520538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383106232
validation[          , genome  3538] predictions:    9569/  10000 (95.69%), best:    9590/10000 (95.90%), error:      1479.08118, best error:      1419.48413 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.4763793945s, input_fired_time: 0.6145057082, output_fired_time: 0.6072677374, propagate_forward_time: 29.2344150543, propagate_backward_time: 45.5443954468, weight_update_time: 0.1590598226, other_time: 2.4757995605
epoch time: 6.1311736107s, input_fired_time: 0.0756311938, output_fired_time: 0.0000000000, propagate_forward_time: 5.6225647926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329776764
validation[          , genome  3538] predictions:    9572/  10000 (95.72%), best:    9590/10000 (95.90%), error:      1451.24280, best error:      1419.48413 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 77.2474975586s, input_fired_time: 0.6047084332, output_fired_time: 0.5983873606, propagate_forward_time: 28.7155704498, propagate_backward_time: 44.8734741211, weight_update_time: 0.1539669484, other_time: 2.4553604126
epoch time: 6.1459197998s, input_fired_time: 0.0759655386, output_fired_time: 0.0000000000, propagate_forward_time: 5.6374659538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324884415
validation[          , genome  3538] predictions:    9580/  10000 (95.80%), best:    9590/10000 (95.90%), error:      1498.15637, best error:      1419.48413 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 77.5971603394s, input_fired_time: 0.6085364819, output_fired_time: 0.6017228961, propagate_forward_time: 28.7182025909, propagate_backward_time: 45.1977806091, weight_update_time: 0.1569015235, other_time: 2.4709205627
epoch time: 6.5307607651s, input_fired_time: 0.0788418129, output_fired_time: 0.0000000000, propagate_forward_time: 6.0062065125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457125664
validation[          , genome  3538] predictions:    9531/  10000 (95.31%), best:    9590/10000 (95.90%), error:      1591.23499, best error:      1419.48413 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.1966552734s, input_fired_time: 0.6160919666, output_fired_time: 0.6081199050, propagate_forward_time: 29.1823654175, propagate_backward_time: 45.3298606873, weight_update_time: 0.1538448036, other_time: 2.4602241516
epoch time: 6.3513135910s, input_fired_time: 0.0781112984, output_fired_time: 0.0000000000, propagate_forward_time: 5.8323192596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408831596
validation[          , genome  3538] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1392.19580, best error:      1392.19580 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 77.7645111084s, input_fired_time: 0.6149493456, output_fired_time: 0.6101549268, propagate_forward_time: 28.9737682343, propagate_backward_time: 45.0989570618, weight_update_time: 0.1573538631, other_time: 2.4666786194
epoch time: 6.3224048615s, input_fired_time: 0.0780511796, output_fired_time: 0.0000000000, propagate_forward_time: 5.8106307983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337229729
validation[          , genome  3538] predictions:    9578/  10000 (95.78%), best:    9586/10000 (95.86%), error:      1489.40588, best error:      1392.19580 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 77.9237823486s, input_fired_time: 0.6176363230, output_fired_time: 0.6110770702, propagate_forward_time: 29.0292148590, propagate_backward_time: 45.1913795471, weight_update_time: 0.1569593847, other_time: 2.4744758606
epoch time: 6.2310800552s, input_fired_time: 0.0766871125, output_fired_time: 0.0000000000, propagate_forward_time: 5.7210450172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333477020
validation[          , genome  3538] predictions:    9537/  10000 (95.37%), best:    9586/10000 (95.86%), error:      1560.55713, best error:      1392.19580 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 78.1436462402s, input_fired_time: 0.6139361262, output_fired_time: 0.6055961847, propagate_forward_time: 29.1204051971, propagate_backward_time: 45.3373298645, weight_update_time: 0.1558941603, other_time: 2.4663734436
epoch time: 6.3589758873s, input_fired_time: 0.0779946446, output_fired_time: 0.0000000000, propagate_forward_time: 5.8463697433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346113205
validation[          , genome  3538] predictions:    9569/  10000 (95.69%), best:    9586/10000 (95.86%), error:      1444.84790, best error:      1392.19580 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.1301956177s, input_fired_time: 0.6119550467, output_fired_time: 0.6053543091, propagate_forward_time: 29.2167282104, propagate_backward_time: 45.2373504639, weight_update_time: 0.1536377966, other_time: 2.4588088989
epoch time: 6.4778203964s, input_fired_time: 0.0778503790, output_fired_time: 0.0000000000, propagate_forward_time: 5.9711093903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4288606644
validation[          , genome  3538] predictions:    9539/  10000 (95.39%), best:    9586/10000 (95.86%), error:      1568.65601, best error:      1392.19580 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.2178344727s, input_fired_time: 0.6159679890, output_fired_time: 0.6074722409, propagate_forward_time: 29.0713901520, propagate_backward_time: 45.4452743530, weight_update_time: 0.1578808874, other_time: 2.4777297974
epoch time: 6.3110132217s, input_fired_time: 0.0780904219, output_fired_time: 0.0000000000, propagate_forward_time: 5.7915158272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414072037
validation[          , genome  3538] predictions:    9562/  10000 (95.62%), best:    9586/10000 (95.86%), error:      1451.62244, best error:      1392.19580 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 79.1394348145s, input_fired_time: 0.6245002151, output_fired_time: 0.6133944392, propagate_forward_time: 29.5930347443, propagate_backward_time: 45.8298797607, weight_update_time: 0.1558802873, other_time: 2.4786300659
epoch time: 6.5703086853s, input_fired_time: 0.0795794800, output_fired_time: 0.0000000000, propagate_forward_time: 6.0402188301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4505105019
validation[          , genome  3538] predictions:    9544/  10000 (95.44%), best:    9586/10000 (95.86%), error:      1511.08350, best error:      1392.19580 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 78.1281661987s, input_fired_time: 0.6119371653, output_fired_time: 0.6115654707, propagate_forward_time: 29.1506214142, propagate_backward_time: 45.2794876099, weight_update_time: 0.1576624364, other_time: 2.4745559692
epoch time: 6.0822153091s, input_fired_time: 0.0762748644, output_fired_time: 0.0000000000, propagate_forward_time: 5.5807933807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251470566
validation[          , genome  3538] predictions:    9548/  10000 (95.48%), best:    9586/10000 (95.86%), error:      1470.31201, best error:      1392.19580 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 79.1558303833s, input_fired_time: 0.6293948889, output_fired_time: 0.6116376519, propagate_forward_time: 29.6760883331, propagate_backward_time: 45.7535591125, weight_update_time: 0.1559654027, other_time: 2.4851493835
epoch time: 6.1604313850s, input_fired_time: 0.0763331950, output_fired_time: 0.0000000000, propagate_forward_time: 5.6478695869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362287521
validation[          , genome  3538] predictions:    9591/  10000 (95.91%), best:    9586/10000 (95.86%), error:      1407.38550, best error:      1392.19580 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.9383621216s, input_fired_time: 0.6173262596, output_fired_time: 0.6102464795, propagate_forward_time: 29.4504013062, propagate_backward_time: 45.7774848938, weight_update_time: 0.1562417299, other_time: 2.4829063416
epoch time: 6.3487634659s, input_fired_time: 0.0798399150, output_fired_time: 0.0000000000, propagate_forward_time: 5.8303723335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4385514259
validation[          , genome  3538] predictions:    9577/  10000 (95.77%), best:    9586/10000 (95.86%), error:      1430.81213, best error:      1392.19580 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 79.1218338013s, input_fired_time: 0.6229438186, output_fired_time: 0.6133220196, propagate_forward_time: 29.4820575714, propagate_backward_time: 45.9123840332, weight_update_time: 0.1572331786, other_time: 2.4911346436
epoch time: 6.4099092484s, input_fired_time: 0.0797068104, output_fired_time: 0.0000000000, propagate_forward_time: 5.8856987953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445037842
validation[          , genome  3538] predictions:    9571/  10000 (95.71%), best:    9586/10000 (95.86%), error:      1472.25903, best error:      1392.19580 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.9098434448s, input_fired_time: 0.6227567792, output_fired_time: 0.6144906878, propagate_forward_time: 29.4424858093, propagate_backward_time: 45.7573547363, weight_update_time: 0.1571878344, other_time: 2.4727516174
epoch time: 6.2771253586s, input_fired_time: 0.0771951377, output_fired_time: 0.0000000000, propagate_forward_time: 5.7643542290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355759621
validation[          , genome  3538] predictions:    9597/  10000 (95.97%), best:    9586/10000 (95.86%), error:      1410.68188, best error:      1392.19580 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 78.5310058594s, input_fired_time: 0.6172558069, output_fired_time: 0.6104420424, propagate_forward_time: 29.3324546814, propagate_backward_time: 45.4926490784, weight_update_time: 0.1564045846, other_time: 2.4782028198
epoch time: 6.4729361534s, input_fired_time: 0.0785493627, output_fired_time: 0.0000000000, propagate_forward_time: 5.9466371536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477496147
validation[          , genome  3538] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1415.56580, best error:      1392.19580 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.3681640625s, input_fired_time: 0.6204083562, output_fired_time: 0.6184923649, propagate_forward_time: 29.5302162170, propagate_backward_time: 46.1105651855, weight_update_time: 0.1574224234, other_time: 2.4884834290
epoch time: 6.4679408073s, input_fired_time: 0.0788324997, output_fired_time: 0.0000000000, propagate_forward_time: 5.9440398216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450683594
validation[          , genome  3538] predictions:    9463/  10000 (94.63%), best:    9586/10000 (95.86%), error:      1755.88428, best error:      1392.19580 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 77.6871795654s, input_fired_time: 0.6131212115, output_fired_time: 0.6064558029, propagate_forward_time: 28.9674015045, propagate_backward_time: 45.0260467529, weight_update_time: 0.1537131369, other_time: 2.4741592407
epoch time: 6.4149785042s, input_fired_time: 0.0792064592, output_fired_time: 0.0000000000, propagate_forward_time: 5.8962712288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4395008087
validation[          , genome  3538] predictions:    9575/  10000 (95.75%), best:    9586/10000 (95.86%), error:      1431.92761, best error:      1392.19580 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.6746597290s, input_fired_time: 0.6248968244, output_fired_time: 0.6117399335, propagate_forward_time: 29.3154220581, propagate_backward_time: 45.6273269653, weight_update_time: 0.1568689495, other_time: 2.4952774048
epoch time: 6.2679839134s, input_fired_time: 0.0783886090, output_fired_time: 0.0000000000, propagate_forward_time: 5.7531328201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364624023
validation[          , genome  3538] predictions:    9552/  10000 (95.52%), best:    9586/10000 (95.86%), error:      1485.16907, best error:      1392.19580 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 77.3986968994s, input_fired_time: 0.6114711165, output_fired_time: 0.6005457640, propagate_forward_time: 28.8561000824, propagate_backward_time: 44.8696289063, weight_update_time: 0.1530550569, other_time: 2.4609451294
epoch time: 6.2077322006s, input_fired_time: 0.0762330592, output_fired_time: 0.0000000000, propagate_forward_time: 5.6998243332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316749573
validation[          , genome  3538] predictions:    9605/  10000 (96.05%), best:    9605/10000 (96.05%), error:      1359.91760, best error:      1359.91760 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 77.8137359619s, input_fired_time: 0.6157385707, output_fired_time: 0.6015136242, propagate_forward_time: 28.8575744629, propagate_backward_time: 45.2627449036, weight_update_time: 0.1553576142, other_time: 2.4761619568
epoch time: 6.3645420074s, input_fired_time: 0.0787572488, output_fired_time: 0.0000000000, propagate_forward_time: 5.8476009369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381837845
validation[          , genome  3538] predictions:    9272/  10000 (92.72%), best:    9605/10000 (96.05%), error:      2396.58911, best error:      1359.91760 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 78.4499053955s, input_fired_time: 0.6212615967, output_fired_time: 0.6073194742, propagate_forward_time: 29.2027492523, propagate_backward_time: 45.5381126404, weight_update_time: 0.1559550911, other_time: 2.4804573059
epoch time: 6.3527464867s, input_fired_time: 0.0800011232, output_fired_time: 0.0000000000, propagate_forward_time: 5.8323945999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4403505325
validation[          , genome  3538] predictions:    9537/  10000 (95.37%), best:    9605/10000 (96.05%), error:      1575.88904, best error:      1359.91760 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.6193847656s, input_fired_time: 0.6231386065, output_fired_time: 0.6128337979, propagate_forward_time: 29.2253150940, propagate_backward_time: 45.6712036133, weight_update_time: 0.1559358686, other_time: 2.4868965149
epoch time: 6.3855233192s, input_fired_time: 0.0785239637, output_fired_time: 0.0000000000, propagate_forward_time: 5.8692274094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377717972
validation[          , genome  3538] predictions:    9584/  10000 (95.84%), best:    9605/10000 (96.05%), error:      1414.61621, best error:      1359.91760 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 77.6220092773s, input_fired_time: 0.6207962036, output_fired_time: 0.6086066961, propagate_forward_time: 28.8804016113, propagate_backward_time: 45.0384674072, weight_update_time: 0.1563881934, other_time: 2.4737396240
epoch time: 6.5242505074s, input_fired_time: 0.0792700946, output_fired_time: 0.0000000000, propagate_forward_time: 6.0033535957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416270256
validation[          , genome  3538] predictions:    9588/  10000 (95.88%), best:    9605/10000 (96.05%), error:      1390.21179, best error:      1359.91760 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 79.6553802490s, input_fired_time: 0.6295545101, output_fired_time: 0.6196949482, propagate_forward_time: 29.7331581116, propagate_backward_time: 46.1864128113, weight_update_time: 0.1566433609, other_time: 2.4865570068
epoch time: 6.2471885681s, input_fired_time: 0.0788676292, output_fired_time: 0.0000000000, propagate_forward_time: 5.7305655479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377555847
validation[          , genome  3538] predictions:    9592/  10000 (95.92%), best:    9605/10000 (96.05%), error:      1429.82788, best error:      1359.91760 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.3030853271s, input_fired_time: 0.6182101369, output_fired_time: 0.6088194847, propagate_forward_time: 29.2066535950, propagate_backward_time: 45.4037818909, weight_update_time: 0.1552957892, other_time: 2.4656219482
epoch time: 6.3314056396s, input_fired_time: 0.0801609457, output_fired_time: 0.0000000000, propagate_forward_time: 5.8086833954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4425611496
validation[          , genome  3538] predictions:    9564/  10000 (95.64%), best:    9605/10000 (96.05%), error:      1474.30652, best error:      1359.91760 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.8636398315s, input_fired_time: 0.6261239052, output_fired_time: 0.6118634343, propagate_forward_time: 29.3445777893, propagate_backward_time: 45.7772712708, weight_update_time: 0.1570479870, other_time: 2.5038070679
epoch time: 6.4979877472s, input_fired_time: 0.0818396956, output_fired_time: 0.0000000000, propagate_forward_time: 5.9705729485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455752373
validation[          , genome  3538] predictions:    9607/  10000 (96.07%), best:    9607/10000 (96.07%), error:      1346.04675, best error:      1346.04675 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.0337753296s, input_fired_time: 0.6216471195, output_fired_time: 0.6112450361, propagate_forward_time: 29.0448818207, propagate_backward_time: 45.2777557373, weight_update_time: 0.1543079168, other_time: 2.4782409668
epoch time: 6.4344410896s, input_fired_time: 0.0782679841, output_fired_time: 0.0000000000, propagate_forward_time: 5.9071006775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4490723610
validation[          , genome  3538] predictions:    9572/  10000 (95.72%), best:    9607/10000 (96.07%), error:      1461.29358, best error:      1346.04675 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 78.0486907959s, input_fired_time: 0.6166140437, output_fired_time: 0.6082784534, propagate_forward_time: 29.0660343170, propagate_backward_time: 45.2850646973, weight_update_time: 0.1557021886, other_time: 2.4727020264
epoch time: 6.3391389847s, input_fired_time: 0.0784558430, output_fired_time: 0.0000000000, propagate_forward_time: 5.8217773438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389057159
validation[          , genome  3538] predictions:    9605/  10000 (96.05%), best:    9607/10000 (96.07%), error:      1390.98560, best error:      1346.04675 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 75.4975128174s, input_fired_time: 0.6008296609, output_fired_time: 0.5840172768, propagate_forward_time: 28.0318889618, propagate_backward_time: 43.8701019287, weight_update_time: 0.1516817361, other_time: 2.4106750488
epoch time: 6.1927871704s, input_fired_time: 0.0771425515, output_fired_time: 0.0000000000, propagate_forward_time: 5.6846590042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309854507
validation[          , genome  3538] predictions:    9583/  10000 (95.83%), best:    9607/10000 (96.07%), error:      1455.37366, best error:      1346.04675 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.3018951416s, input_fired_time: 0.6256566644, output_fired_time: 0.6139771342, propagate_forward_time: 29.6112136841, propagate_backward_time: 45.9700622559, weight_update_time: 0.1570524722, other_time: 2.4809875488
epoch time: 6.3267388344s, input_fired_time: 0.0777840614, output_fired_time: 0.0000000000, propagate_forward_time: 5.8120183945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369363785
validation[          , genome  3538] predictions:    9597/  10000 (95.97%), best:    9607/10000 (96.07%), error:      1400.73425, best error:      1346.04675 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.6899871826s, input_fired_time: 0.6232864857, output_fired_time: 0.6124921441, propagate_forward_time: 29.2871818542, propagate_backward_time: 45.6819648743, weight_update_time: 0.1592441350, other_time: 2.4850616455
epoch time: 6.2778797150s, input_fired_time: 0.0801181644, output_fired_time: 0.0000000000, propagate_forward_time: 5.7560739517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416875839
validation[          , genome  3538] predictions:    9611/  10000 (96.11%), best:    9607/10000 (96.07%), error:      1398.76123, best error:      1346.04675 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.6660537720s, input_fired_time: 0.6233360767, output_fired_time: 0.6143597364, propagate_forward_time: 29.2932109833, propagate_backward_time: 45.6545829773, weight_update_time: 0.1563793868, other_time: 2.4805641174
epoch time: 6.4671516418s, input_fired_time: 0.0810922086, output_fired_time: 0.0000000000, propagate_forward_time: 5.9432945251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427647591
validation[          , genome  3538] predictions:    9547/  10000 (95.47%), best:    9607/10000 (96.07%), error:      1516.55457, best error:      1346.04675 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.9473648071s, input_fired_time: 0.6236450076, output_fired_time: 0.6140657067, propagate_forward_time: 29.4235610962, propagate_backward_time: 45.7950210571, weight_update_time: 0.1575407982, other_time: 2.4910736084
epoch time: 6.4088506699s, input_fired_time: 0.0801804811, output_fired_time: 0.0000000000, propagate_forward_time: 5.8791060448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495639801
validation[          , genome  3538] predictions:    9603/  10000 (96.03%), best:    9607/10000 (96.07%), error:      1365.62976, best error:      1346.04675 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.9898071289s, input_fired_time: 0.6271943450, output_fired_time: 0.6123014092, propagate_forward_time: 29.4693813324, propagate_backward_time: 45.7995338440, weight_update_time: 0.1565347463, other_time: 2.4813880920
epoch time: 6.2701840401s, input_fired_time: 0.0798314512, output_fired_time: 0.0000000000, propagate_forward_time: 5.7558679581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344844818
validation[          , genome  3538] predictions:    9593/  10000 (95.93%), best:    9607/10000 (96.07%), error:      1437.06775, best error:      1346.04675 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.1508483887s, input_fired_time: 0.6279458404, output_fired_time: 0.6220589876, propagate_forward_time: 29.4587402344, propagate_backward_time: 45.9498710632, weight_update_time: 0.1584503204, other_time: 2.4922294617
epoch time: 6.5603613853s, input_fired_time: 0.0821775422, output_fired_time: 0.0000000000, propagate_forward_time: 6.0307869911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4473967552
validation[          , genome  3538] predictions:    9570/  10000 (95.70%), best:    9607/10000 (96.07%), error:      1426.53076, best error:      1346.04675 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.7536468506s, input_fired_time: 0.6234399080, output_fired_time: 0.6090233922, propagate_forward_time: 29.4398899078, propagate_backward_time: 45.6020088196, weight_update_time: 0.1557863355, other_time: 2.4792823792
epoch time: 6.4066753387s, input_fired_time: 0.0788970217, output_fired_time: 0.0000000000, propagate_forward_time: 5.8898706436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379076958
validation[          , genome  3538] predictions:    9595/  10000 (95.95%), best:    9607/10000 (96.07%), error:      1405.39502, best error:      1346.04675 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 77.8583374023s, input_fired_time: 0.6223132610, output_fired_time: 0.6034414172, propagate_forward_time: 29.0308780670, propagate_backward_time: 45.1471977234, weight_update_time: 0.1540964395, other_time: 2.4545097351
epoch time: 6.2996597290s, input_fired_time: 0.0783325210, output_fired_time: 0.0000000000, propagate_forward_time: 5.7825074196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4388198853
validation[          , genome  3538] predictions:    9585/  10000 (95.85%), best:    9607/10000 (96.07%), error:      1455.40796, best error:      1346.04675 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.5546188354s, input_fired_time: 0.6244432330, output_fired_time: 0.6106612682, propagate_forward_time: 29.2752513885, propagate_backward_time: 45.5707283020, weight_update_time: 0.1558032483, other_time: 2.4735298157
epoch time: 6.5499811172s, input_fired_time: 0.0826686099, output_fired_time: 0.0000000000, propagate_forward_time: 6.0229701996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443421364
validation[          , genome  3538] predictions:    9583/  10000 (95.83%), best:    9607/10000 (96.07%), error:      1358.84460, best error:      1346.04675 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 78.6434936523s, input_fired_time: 0.6262150407, output_fired_time: 0.6137518883, propagate_forward_time: 29.3000812531, propagate_backward_time: 45.6186904907, weight_update_time: 0.1579209715, other_time: 2.4847564697
epoch time: 6.5293836594s, input_fired_time: 0.0804907605, output_fired_time: 0.0000000000, propagate_forward_time: 6.0101485252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387445450
validation[          , genome  3538] predictions:    9619/  10000 (96.19%), best:    9607/10000 (96.07%), error:      1351.05542, best error:      1346.04675 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.3763351440s, input_fired_time: 0.6261860728, output_fired_time: 0.6058209538, propagate_forward_time: 29.2197074890, propagate_backward_time: 45.4560127258, weight_update_time: 0.1560040563, other_time: 2.4686126709
epoch time: 6.4849066734s, input_fired_time: 0.0820952356, output_fired_time: 0.0000000000, propagate_forward_time: 5.9550123215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477992058
validation[          , genome  3538] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1310.94202, best error:      1310.94202 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 78.4794235229s, input_fired_time: 0.6223266721, output_fired_time: 0.6065160632, propagate_forward_time: 29.2308425903, propagate_backward_time: 45.5476074219, weight_update_time: 0.1562039554, other_time: 2.4721298218
epoch time: 5.7591223717s, input_fired_time: 0.0729235709, output_fired_time: 0.0000000000, propagate_forward_time: 5.2727193832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134793282
validation[          , genome  3538] predictions:    9530/  10000 (95.30%), best:    9627/10000 (96.27%), error:      1628.50098, best error:      1310.94202 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.1889114380s, input_fired_time: 0.6242403984, output_fired_time: 0.6085302830, propagate_forward_time: 29.1227970123, propagate_backward_time: 45.3623390198, weight_update_time: 0.1571789533, other_time: 2.4710121155
epoch time: 6.2829422951s, input_fired_time: 0.0792620853, output_fired_time: 0.0000000000, propagate_forward_time: 5.7659311295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377489090
validation[          , genome  3538] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1395.27051, best error:      1310.94202 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 79.0547485352s, input_fired_time: 0.6264631748, output_fired_time: 0.6154059768, propagate_forward_time: 29.5254077911, propagate_backward_time: 45.8130073547, weight_update_time: 0.1564011723, other_time: 2.4744682312
epoch time: 6.4592976570s, input_fired_time: 0.0815134272, output_fired_time: 0.0000000000, propagate_forward_time: 5.9368505478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409337044
validation[          , genome  3538] predictions:    9575/  10000 (95.75%), best:    9627/10000 (96.27%), error:      1450.11780, best error:      1310.94202 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.7300643921s, input_fired_time: 0.6252587438, output_fired_time: 0.6085449457, propagate_forward_time: 29.4356307983, propagate_backward_time: 45.5779685974, weight_update_time: 0.1548002511, other_time: 2.4826622009
epoch time: 6.3123292923s, input_fired_time: 0.0815192088, output_fired_time: 0.0000000000, propagate_forward_time: 5.7935862541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372239113
validation[          , genome  3538] predictions:    9598/  10000 (95.98%), best:    9627/10000 (96.27%), error:      1371.87952, best error:      1310.94202 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 77.4951629639s, input_fired_time: 0.6183767915, output_fired_time: 0.6049872637, propagate_forward_time: 28.7948436737, propagate_backward_time: 45.0127220154, weight_update_time: 0.1549631804, other_time: 2.4642295837
epoch time: 6.2134141922s, input_fired_time: 0.0787292197, output_fired_time: 0.0000000000, propagate_forward_time: 5.6979513168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367337227
validation[          , genome  3538] predictions:    9576/  10000 (95.76%), best:    9627/10000 (96.27%), error:      1458.06555, best error:      1310.94202 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 77.5793228149s, input_fired_time: 0.6238901615, output_fired_time: 0.6029201746, propagate_forward_time: 28.9415149689, propagate_backward_time: 44.9630355835, weight_update_time: 0.1544863433, other_time: 2.4479598999
epoch time: 6.3143634796s, input_fired_time: 0.0808335915, output_fired_time: 0.0000000000, propagate_forward_time: 5.7930135727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4405164719
validation[          , genome  3538] predictions:    9605/  10000 (96.05%), best:    9627/10000 (96.27%), error:      1366.59326, best error:      1310.94202 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.6368103027s, input_fired_time: 0.6260695457, output_fired_time: 0.6134465933, propagate_forward_time: 29.2928981781, propagate_backward_time: 45.6297225952, weight_update_time: 0.1570720226, other_time: 2.4746704102
epoch time: 6.3938431740s, input_fired_time: 0.0789883137, output_fired_time: 0.0000000000, propagate_forward_time: 5.8705334663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4443211555
validation[          , genome  3538] predictions:    9610/  10000 (96.10%), best:    9627/10000 (96.27%), error:      1344.17883, best error:      1310.94202 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.4691543579s, input_fired_time: 0.6261813045, output_fired_time: 0.6123551130, propagate_forward_time: 29.2042255402, propagate_backward_time: 45.5508575439, weight_update_time: 0.1559866220, other_time: 2.4755325317
epoch time: 6.2837715149s, input_fired_time: 0.0834512487, output_fired_time: 0.0000000000, propagate_forward_time: 5.7500009537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4503192902
validation[          , genome  3538] predictions:    9591/  10000 (95.91%), best:    9627/10000 (96.27%), error:      1375.88171, best error:      1310.94202 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.5292282104s, input_fired_time: 0.6305950880, output_fired_time: 0.6111506820, propagate_forward_time: 29.2423553467, propagate_backward_time: 45.5692825317, weight_update_time: 0.1564584970, other_time: 2.4758453369
epoch time: 6.4934301376s, input_fired_time: 0.0799160823, output_fired_time: 0.0000000000, propagate_forward_time: 5.9734067917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401073456
validation[          , genome  3538] predictions:    9586/  10000 (95.86%), best:    9627/10000 (96.27%), error:      1385.19495, best error:      1310.94202 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 79.6555328369s, input_fired_time: 0.6336295009, output_fired_time: 0.6158345342, propagate_forward_time: 29.7124881744, propagate_backward_time: 46.2118225098, weight_update_time: 0.1591355354, other_time: 2.4817581177
epoch time: 6.4064040184s, input_fired_time: 0.0798773840, output_fired_time: 0.0000000000, propagate_forward_time: 5.8829674721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435591698
validation[          , genome  3538] predictions:    9593/  10000 (95.93%), best:    9627/10000 (96.27%), error:      1379.54968, best error:      1310.94202 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 76.8772964478s, input_fired_time: 0.6207543015, output_fired_time: 0.5957576036, propagate_forward_time: 28.5954456329, propagate_backward_time: 44.6214714050, weight_update_time: 0.1527346224, other_time: 2.4438667297
epoch time: 5.7865557671s, input_fired_time: 0.0749718472, output_fired_time: 0.0000000000, propagate_forward_time: 5.2987446785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128394127
validation[          , genome  3538] predictions:    9562/  10000 (95.62%), best:    9627/10000 (96.27%), error:      1462.61511, best error:      1310.94202 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 76.5806503296s, input_fired_time: 0.6175185442, output_fired_time: 0.5948625207, propagate_forward_time: 28.5503044128, propagate_backward_time: 44.3982772827, weight_update_time: 0.1507633626, other_time: 2.4196891785
epoch time: 6.4515933990s, input_fired_time: 0.0811581314, output_fired_time: 0.0000000000, propagate_forward_time: 5.9295001030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409351349
validation[          , genome  3538] predictions:    9578/  10000 (95.78%), best:    9627/10000 (96.27%), error:      1427.79089, best error:      1310.94202 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 78.3373489380s, input_fired_time: 0.6263828278, output_fired_time: 0.6104961634, propagate_forward_time: 29.1384716034, propagate_backward_time: 45.4877967834, weight_update_time: 0.1562096775, other_time: 2.4742012024
epoch time: 6.5656604767s, input_fired_time: 0.0831293836, output_fired_time: 0.0000000000, propagate_forward_time: 6.0442633629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4382677078
validation[          , genome  3538] predictions:    9576/  10000 (95.76%), best:    9627/10000 (96.27%), error:      1420.42102, best error:      1310.94202 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.4574356079s, input_fired_time: 0.6308688521, output_fired_time: 0.6138649583, propagate_forward_time: 29.2758293152, propagate_backward_time: 45.4507217407, weight_update_time: 0.1570831090, other_time: 2.4861488342
epoch time: 6.4333372116s, input_fired_time: 0.0800135061, output_fired_time: 0.0000000000, propagate_forward_time: 5.9150199890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4383039474
validation[          , genome  3538] predictions:    9543/  10000 (95.43%), best:    9627/10000 (96.27%), error:      1521.34290, best error:      1310.94202 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.2999725342s, input_fired_time: 0.6300469041, output_fired_time: 0.6027263403, propagate_forward_time: 29.1893310547, propagate_backward_time: 45.4008674622, weight_update_time: 0.1536916941, other_time: 2.4769935608
epoch time: 6.2221884727s, input_fired_time: 0.0791365430, output_fired_time: 0.0000000000, propagate_forward_time: 5.7144947052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285573959
validation[          , genome  3538] predictions:    9597/  10000 (95.97%), best:    9627/10000 (96.27%), error:      1355.07556, best error:      1310.94202 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 78.4766921997s, input_fired_time: 0.6260178685, output_fired_time: 0.6102635264, propagate_forward_time: 29.1822509766, propagate_backward_time: 45.5693511963, weight_update_time: 0.1571090519, other_time: 2.4888153076
epoch time: 6.3128705025s, input_fired_time: 0.0809773654, output_fired_time: 0.0000000000, propagate_forward_time: 5.7925686836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393243790
validation[          , genome  3538] predictions:    9579/  10000 (95.79%), best:    9627/10000 (96.27%), error:      1399.01917, best error:      1310.94202 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 79.0972061157s, input_fired_time: 0.6332359314, output_fired_time: 0.6134889126, propagate_forward_time: 29.4069499969, propagate_backward_time: 45.9530410767, weight_update_time: 0.1566317230, other_time: 2.4904937744
epoch time: 6.5099129677s, input_fired_time: 0.0800104663, output_fired_time: 0.0000000000, propagate_forward_time: 5.9849405289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4449620247
validation[          , genome  3538] predictions:    9610/  10000 (96.10%), best:    9627/10000 (96.27%), error:      1372.97205, best error:      1310.94202 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 77.9911193848s, input_fired_time: 0.6289185882, output_fired_time: 0.6149661541, propagate_forward_time: 29.0344333649, propagate_backward_time: 45.2429656982, weight_update_time: 0.1539628506, other_time: 2.4698333740
epoch time: 6.4789161682s, input_fired_time: 0.0811723843, output_fired_time: 0.0000000000, propagate_forward_time: 5.9499769211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4477667809
validation[          , genome  3538] predictions:    9589/  10000 (95.89%), best:    9627/10000 (96.27%), error:      1379.18701, best error:      1310.94202 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 79.0499267578s, input_fired_time: 0.6363689303, output_fired_time: 0.6098780632, propagate_forward_time: 29.5167522430, propagate_backward_time: 45.7912063599, weight_update_time: 0.1580896378, other_time: 2.4957199097
epoch time: 6.4647259712s, input_fired_time: 0.0827491730, output_fired_time: 0.0000000000, propagate_forward_time: 5.9439721107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380044937
validation[          , genome  3538] predictions:    9593/  10000 (95.93%), best:    9627/10000 (96.27%), error:      1370.11511, best error:      1310.94202 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.2985610962s, input_fired_time: 0.6335814595, output_fired_time: 0.6071866751, propagate_forward_time: 29.2245292664, propagate_backward_time: 45.3570632935, weight_update_time: 0.1564826518, other_time: 2.4762001038
epoch time: 6.3057851791s, input_fired_time: 0.0808268636, output_fired_time: 0.0000000000, propagate_forward_time: 5.7858209610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391374588
validation[          , genome  3538] predictions:    9575/  10000 (95.75%), best:    9627/10000 (96.27%), error:      1440.95789, best error:      1310.94202 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.1637268066s, input_fired_time: 0.6285331845, output_fired_time: 0.6100267768, propagate_forward_time: 29.0620918274, propagate_backward_time: 45.3880119324, weight_update_time: 0.1547393650, other_time: 2.4750671387
epoch time: 5.9102220535s, input_fired_time: 0.0766212419, output_fired_time: 0.0000000000, propagate_forward_time: 5.4068770409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267239571
validation[          , genome  3538] predictions:    9551/  10000 (95.51%), best:    9627/10000 (96.27%), error:      1543.27466, best error:      1310.94202 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 77.8602981567s, input_fired_time: 0.6234811544, output_fired_time: 0.6038197875, propagate_forward_time: 29.0419101715, propagate_backward_time: 45.1184806824, weight_update_time: 0.1578074694, other_time: 2.4726066589
epoch time: 6.5549988747s, input_fired_time: 0.0827278271, output_fired_time: 0.0000000000, propagate_forward_time: 6.0353908539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4368801117
validation[          , genome  3538] predictions:    9588/  10000 (95.88%), best:    9627/10000 (96.27%), error:      1384.79346, best error:      1310.94202 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 77.1861419678s, input_fired_time: 0.6267673969, output_fired_time: 0.6054481864, propagate_forward_time: 28.7926540375, propagate_backward_time: 44.6850433350, weight_update_time: 0.1545193642, other_time: 2.4762268066
epoch time: 6.5853157043s, input_fired_time: 0.0834788904, output_fired_time: 0.0000000000, propagate_forward_time: 6.0603575706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4414792061
validation[          , genome  3538] predictions:    9600/  10000 (96.00%), best:    9627/10000 (96.27%), error:      1357.84033, best error:      1310.94202 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.5369262695s, input_fired_time: 0.6326872110, output_fired_time: 0.6148168445, propagate_forward_time: 29.4189643860, propagate_backward_time: 45.3876686096, weight_update_time: 0.1560076177, other_time: 2.4827880859
epoch time: 6.1589713097s, input_fired_time: 0.0787808970, output_fired_time: 0.0000000000, propagate_forward_time: 5.6448321342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353580475
validation[          , genome  3538] predictions:    9580/  10000 (95.80%), best:    9627/10000 (96.27%), error:      1457.53259, best error:      1310.94202 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 76.5159072876s, input_fired_time: 0.6227679849, output_fired_time: 0.5886659622, propagate_forward_time: 28.5194053650, propagate_backward_time: 44.3409004211, weight_update_time: 0.1506026387, other_time: 2.4441680908
epoch time: 5.8088068962s, input_fired_time: 0.0758836269, output_fired_time: 0.0000000000, propagate_forward_time: 5.3198108673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131126404
validation[          , genome  3538] predictions:    9577/  10000 (95.77%), best:    9627/10000 (96.27%), error:      1446.52441, best error:      1310.94202 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.9256057739s, input_fired_time: 0.6344351768, output_fired_time: 0.6139895320, propagate_forward_time: 29.3995075226, propagate_backward_time: 45.7970733643, weight_update_time: 0.1569277942, other_time: 2.4805984497
epoch time: 6.4824986458s, input_fired_time: 0.0826209933, output_fired_time: 0.0000000000, propagate_forward_time: 5.9451317787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4547457695
validation[          , genome  3538] predictions:    9606/  10000 (96.06%), best:    9627/10000 (96.27%), error:      1384.46448, best error:      1310.94202 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 78.9992980957s, input_fired_time: 0.6346756220, output_fired_time: 0.6112052798, propagate_forward_time: 29.4852905273, propagate_backward_time: 45.7983512878, weight_update_time: 0.1554559767, other_time: 2.4697761536
epoch time: 6.4553289413s, input_fired_time: 0.0808598548, output_fired_time: 0.0000000000, propagate_forward_time: 5.9352803230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4391889572
validation[          , genome  3538] predictions:    9587/  10000 (95.87%), best:    9627/10000 (96.27%), error:      1398.42517, best error:      1310.94202 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 77.9448623657s, input_fired_time: 0.6321962476, output_fired_time: 0.6052059531, propagate_forward_time: 29.0223808289, propagate_backward_time: 45.2198715210, weight_update_time: 0.1553717852, other_time: 2.4652061462
epoch time: 6.1831951141s, input_fired_time: 0.0816330984, output_fired_time: 0.0000000000, propagate_forward_time: 5.6614184380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401435852
validation[          , genome  3538] predictions:    9557/  10000 (95.57%), best:    9627/10000 (96.27%), error:      1482.02576, best error:      1310.94202 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.5240783691s, input_fired_time: 0.6332783699, output_fired_time: 0.6099410653, propagate_forward_time: 29.2715301514, propagate_backward_time: 45.5298767090, weight_update_time: 0.1553656310, other_time: 2.4794540405
epoch time: 6.2427306175s, input_fired_time: 0.0819176063, output_fired_time: 0.0000000000, propagate_forward_time: 5.7197718620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410409927
validation[          , genome  3538] predictions:    9579/  10000 (95.79%), best:    9627/10000 (96.27%), error:      1415.03381, best error:      1310.94202 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.2742080688s, input_fired_time: 0.6306794882, output_fired_time: 0.6070669889, propagate_forward_time: 29.1275653839, propagate_backward_time: 45.4464988708, weight_update_time: 0.1544236690, other_time: 2.4624061584
epoch time: 6.3995785713s, input_fired_time: 0.0815552399, output_fired_time: 0.0000000000, propagate_forward_time: 5.8745064735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435167313
validation[          , genome  3538] predictions:    9606/  10000 (96.06%), best:    9627/10000 (96.27%), error:      1390.73792, best error:      1310.94202 on epoch:    70, 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: 31.9138660431s, input_fired_time: 0.4020129442, output_fired_time: 0.0000000000, propagate_forward_time: 29.2363357544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2755165100
best training[          , genome  3538] predictions:   48873/  50000 (97.75%), best:    9627/10000 (96.27%), error:      4057.88159, best error:      1310.94202 on epoch:    70, 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: 6.5992927551s, input_fired_time: 0.0824331045, output_fired_time: 0.0000000000, propagate_forward_time: 6.0670986176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4497609138
   testing[          , genome  3538] predictions:    9630/  10000 (96.30%), best:    9627/10000 (96.27%), error:      1226.16907, best error:      1310.94202 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:49:16 (5868): called boinc_finish(0)

</stderr_txt>
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