Nameexact_genome_1512568488_41_4912_1
Workunit2595824
Created7 Dec 2017, 12:30:33 UTC
Sent7 Dec 2017, 12:32:18 UTC
Report deadline13 Dec 2017, 3:46:46 UTC
Received9 Dec 2017, 6:47:15 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 12 min 28 sec
CPU time3 hours 8 min
Validate stateValid
Credit1,408.76
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.48 MB
Peak swap size152.93 MB
Peak disk usage1.63 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.5801835060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862055779
validation[          , genome  4912] predictions:    9546/  10000 (95.46%), best:    9579/10000 (95.79%), error:      1532.17346, best error:      1456.06824 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.1949768066s, input_fired_time: 1.0614652634, output_fired_time: 1.0662213564, propagate_forward_time: 38.4536781311, propagate_backward_time: 60.8304367065, weight_update_time: 0.1565564275, other_time: 2.7831764221
epoch time: 8.2095832825s, input_fired_time: 0.1314365864, output_fired_time: 0.0000000000, propagate_forward_time: 7.5838055611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943413734
validation[          , genome  4912] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1399.89148, best error:      1399.89148 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 102.6574630737s, input_fired_time: 1.0567491055, output_fired_time: 1.0557705164, propagate_forward_time: 37.8248443604, propagate_backward_time: 59.9640693665, weight_update_time: 0.1555070430, other_time: 2.7560310364
epoch time: 8.3075695038s, input_fired_time: 0.1334172040, output_fired_time: 0.0000000000, propagate_forward_time: 7.6651310921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5090212822
validation[          , genome  4912] predictions:    9552/  10000 (95.52%), best:    9589/10000 (95.89%), error:      1465.71460, best error:      1399.89148 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 102.2267913818s, input_fired_time: 1.0606298447, output_fired_time: 1.0507742167, propagate_forward_time: 37.4888839722, propagate_backward_time: 59.8391723633, weight_update_time: 0.1567718834, other_time: 2.7873306274
epoch time: 8.1064319611s, input_fired_time: 0.1329742521, output_fired_time: 0.0000000000, propagate_forward_time: 7.4817800522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4916777611
validation[          , genome  4912] predictions:    9550/  10000 (95.50%), best:    9589/10000 (95.89%), error:      1581.72888, best error:      1399.89148 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 102.5679702759s, input_fired_time: 1.0550631285, output_fired_time: 1.0503439903, propagate_forward_time: 37.7346076965, propagate_backward_time: 59.9614677429, weight_update_time: 0.1554661542, other_time: 2.7664871216
epoch time: 8.2214860916s, input_fired_time: 0.1338962764, output_fired_time: 0.0000000000, propagate_forward_time: 7.5863990784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011911392
validation[          , genome  4912] predictions:    9572/  10000 (95.72%), best:    9589/10000 (95.89%), error:      1501.62830, best error:      1399.89148 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.3131332397s, input_fired_time: 1.0663614273, output_fired_time: 1.0651526451, propagate_forward_time: 38.0116767883, propagate_backward_time: 60.3451728821, weight_update_time: 0.1577485949, other_time: 2.8247680664
epoch time: 8.2774085999s, input_fired_time: 0.1328722835, output_fired_time: 0.0000000000, propagate_forward_time: 7.6377315521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068044662
validation[          , genome  4912] predictions:    9507/  10000 (95.07%), best:    9589/10000 (95.89%), error:      1587.79712, best error:      1399.89148 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 101.3872222900s, input_fired_time: 1.0503870249, output_fired_time: 1.0456793308, propagate_forward_time: 37.2968864441, propagate_backward_time: 59.2271041870, weight_update_time: 0.1523974687, other_time: 2.7671699524
epoch time: 8.1969070435s, input_fired_time: 0.1364346445, output_fired_time: 0.0000000000, propagate_forward_time: 7.5588102341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5016622543
validation[          , genome  4912] predictions:    9545/  10000 (95.45%), best:    9589/10000 (95.89%), error:      1532.04077, best error:      1399.89148 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 101.8355407715s, input_fired_time: 1.0467504263, output_fired_time: 1.0452210903, propagate_forward_time: 37.3370285034, propagate_backward_time: 59.6622390747, weight_update_time: 0.1533826590, other_time: 2.7443008423
epoch time: 8.1345643997s, input_fired_time: 0.1321689039, output_fired_time: 0.0000000000, propagate_forward_time: 7.5018410683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005545616
validation[          , genome  4912] predictions:    9610/  10000 (96.10%), best:    9610/10000 (96.10%), error:      1381.57434, best error:      1381.57434 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.1324539185s, input_fired_time: 1.0579819679, output_fired_time: 1.0559885502, propagate_forward_time: 37.9155273438, propagate_backward_time: 60.3156776428, weight_update_time: 0.1562566310, other_time: 2.7872734070
epoch time: 8.2126731873s, input_fired_time: 0.1365802288, output_fired_time: 0.0000000000, propagate_forward_time: 7.5713558197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5047369003
validation[          , genome  4912] predictions:    9596/  10000 (95.96%), best:    9596/10000 (95.96%), error:      1358.81470, best error:      1358.81470 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 102.5523605347s, input_fired_time: 1.0639008284, output_fired_time: 1.0587289333, propagate_forward_time: 37.6667327881, propagate_backward_time: 59.9740409851, weight_update_time: 0.1531489491, other_time: 2.7889518738
epoch time: 8.1390857697s, input_fired_time: 0.1327921897, output_fired_time: 0.0000000000, propagate_forward_time: 7.5016040802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046892166
validation[          , genome  4912] predictions:    9586/  10000 (95.86%), best:    9596/10000 (95.96%), error:      1379.36548, best error:      1358.81470 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.7075729370s, input_fired_time: 1.0650678873, output_fired_time: 1.0514796972, propagate_forward_time: 37.7598953247, propagate_backward_time: 60.0533561707, weight_update_time: 0.1542216837, other_time: 2.7777671814
epoch time: 8.2741537094s, input_fired_time: 0.1344411373, output_fired_time: 0.0000000000, propagate_forward_time: 7.6285243034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111880302
validation[          , genome  4912] predictions:    9535/  10000 (95.35%), best:    9596/10000 (95.96%), error:      1540.48462, best error:      1358.81470 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 102.7867050171s, input_fired_time: 1.0663002729, output_fired_time: 1.0582326651, propagate_forward_time: 37.7397804260, propagate_backward_time: 60.1415176392, weight_update_time: 0.1550529748, other_time: 2.7808723450
epoch time: 8.1687965393s, input_fired_time: 0.1342283338, output_fired_time: 0.0000000000, propagate_forward_time: 7.5231952667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113725662
validation[          , genome  4912] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1342.98523, best error:      1342.98523 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.6174697876s, input_fired_time: 1.0695966482, output_fired_time: 1.0574876070, propagate_forward_time: 38.0733947754, propagate_backward_time: 60.5962562561, weight_update_time: 0.1571337581, other_time: 2.8207359314
epoch time: 7.9351878166s, input_fired_time: 0.1316235662, output_fired_time: 0.0000000000, propagate_forward_time: 7.3041386604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994254112
validation[          , genome  4912] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1299.81104, best error:      1299.81104 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.2896347046s, input_fired_time: 1.0744711161, output_fired_time: 1.0587172508, propagate_forward_time: 37.8494873047, propagate_backward_time: 60.4964714050, weight_update_time: 0.1578154713, other_time: 2.8104896545
epoch time: 8.1642332077s, input_fired_time: 0.1361305863, output_fired_time: 0.0000000000, propagate_forward_time: 7.5092630386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5188398361
validation[          , genome  4912] predictions:    9636/  10000 (96.36%), best:    9636/10000 (96.36%), error:      1289.59338, best error:      1289.59338 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.2332458496s, input_fired_time: 1.0727363825, output_fired_time: 1.0632497072, propagate_forward_time: 38.0473175049, propagate_backward_time: 60.2464370728, weight_update_time: 0.1562924683, other_time: 2.8035049438
epoch time: 8.2974872589s, input_fired_time: 0.1394962072, output_fired_time: 0.0000000000, propagate_forward_time: 7.6453442574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126471519
validation[          , genome  4912] predictions:    9524/  10000 (95.24%), best:    9636/10000 (96.36%), error:      1578.41174, best error:      1289.59338 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 102.9887084961s, input_fired_time: 1.0751174688, output_fired_time: 1.0611678362, propagate_forward_time: 37.6984138489, propagate_backward_time: 60.3398208618, weight_update_time: 0.1577289104, other_time: 2.8141899109
epoch time: 7.8877210617s, input_fired_time: 0.1286715865, output_fired_time: 0.0000000000, propagate_forward_time: 7.2754211426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4836282730
validation[          , genome  4912] predictions:    9593/  10000 (95.93%), best:    9636/10000 (96.36%), error:      1351.99255, best error:      1289.59338 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 101.4875717163s, input_fired_time: 1.0673515797, output_fired_time: 1.0471404791, propagate_forward_time: 37.2064666748, propagate_backward_time: 59.3864288330, weight_update_time: 0.1518770754, other_time: 2.7801818848
epoch time: 8.0828828812s, input_fired_time: 0.1318955868, output_fired_time: 0.0000000000, propagate_forward_time: 7.4517483711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4992389679
validation[          , genome  4912] predictions:    9597/  10000 (95.97%), best:    9636/10000 (96.36%), error:      1316.80603, best error:      1289.59338 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.6900405884s, input_fired_time: 1.0647602081, output_fired_time: 1.0513979197, propagate_forward_time: 37.6462249756, propagate_backward_time: 60.1457519531, weight_update_time: 0.1566431671, other_time: 2.7819061279
epoch time: 8.0707225800s, input_fired_time: 0.1328081936, output_fired_time: 0.0000000000, propagate_forward_time: 7.4411048889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968094826
validation[          , genome  4912] predictions:    9596/  10000 (95.96%), best:    9636/10000 (96.36%), error:      1323.23328, best error:      1289.59338 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.6240921021s, input_fired_time: 1.0760247707, output_fired_time: 1.0564334393, propagate_forward_time: 37.7369270325, propagate_backward_time: 59.9448547363, weight_update_time: 0.1553539336, other_time: 2.8098487854
epoch time: 8.3558855057s, input_fired_time: 0.1393390149, output_fired_time: 0.0000000000, propagate_forward_time: 7.7031097412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5134363174
validation[          , genome  4912] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1243.19226, best error:      1243.19226 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 103.0223236084s, input_fired_time: 1.0712379217, output_fired_time: 1.0521115065, propagate_forward_time: 37.7594261169, propagate_backward_time: 60.3669967651, weight_update_time: 0.1560684144, other_time: 2.7725563049
epoch time: 8.2662811279s, input_fired_time: 0.1369288415, output_fired_time: 0.0000000000, propagate_forward_time: 7.6139783859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153741837
validation[          , genome  4912] predictions:    9594/  10000 (95.94%), best:    9646/10000 (96.46%), error:      1349.99792, best error:      1243.19226 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 102.7871475220s, input_fired_time: 1.0726492405, output_fired_time: 1.0632712841, propagate_forward_time: 37.7314224243, propagate_backward_time: 60.1187248230, weight_update_time: 0.1553116590, other_time: 2.8010826111
epoch time: 8.1841688156s, input_fired_time: 0.1349058747, output_fired_time: 0.0000000000, propagate_forward_time: 7.5484743118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007886887
validation[          , genome  4912] predictions:    9598/  10000 (95.98%), best:    9646/10000 (96.46%), error:      1298.23743, best error:      1243.19226 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.2027511597s, input_fired_time: 1.0624823570, output_fired_time: 1.0526525974, propagate_forward_time: 37.5729179382, propagate_backward_time: 59.7571945190, weight_update_time: 0.1543630511, other_time: 2.7575035095
epoch time: 8.2921524048s, input_fired_time: 0.1389753222, output_fired_time: 0.0000000000, propagate_forward_time: 7.6418781281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112991333
validation[          , genome  4912] predictions:    9637/  10000 (96.37%), best:    9646/10000 (96.46%), error:      1267.48962, best error:      1243.19226 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 103.4516372681s, input_fired_time: 1.0705513954, output_fired_time: 1.0674611330, propagate_forward_time: 38.0095672607, propagate_backward_time: 60.5168800354, weight_update_time: 0.1552716941, other_time: 2.7871818542
epoch time: 8.2213659286s, input_fired_time: 0.1375551373, output_fired_time: 0.0000000000, propagate_forward_time: 7.5692925453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145182610
validation[          , genome  4912] predictions:    9591/  10000 (95.91%), best:    9646/10000 (96.46%), error:      1316.34985, best error:      1243.19226 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 102.7439880371s, input_fired_time: 1.0648641586, output_fired_time: 1.0572413206, propagate_forward_time: 37.7656631470, propagate_backward_time: 60.0851707458, weight_update_time: 0.1546953470, other_time: 2.7710456848
epoch time: 7.9960684776s, input_fired_time: 0.1361586750, output_fired_time: 0.0000000000, propagate_forward_time: 7.3279981613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319118500
validation[          , genome  4912] predictions:    9603/  10000 (96.03%), best:    9646/10000 (96.46%), error:      1288.32983, best error:      1243.19226 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 103.2003250122s, input_fired_time: 1.0730624199, output_fired_time: 1.0536035299, propagate_forward_time: 37.9050903320, propagate_backward_time: 60.3741722107, weight_update_time: 0.1563185900, other_time: 2.7943992615
epoch time: 7.9177761078s, input_fired_time: 0.1350136846, output_fired_time: 0.0000000000, propagate_forward_time: 7.2773633003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053992271
validation[          , genome  4912] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1240.41199, best error:      1240.41199 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 102.5056610107s, input_fired_time: 1.0705068111, output_fired_time: 1.0595412254, propagate_forward_time: 37.6039352417, propagate_backward_time: 60.0004615784, weight_update_time: 0.1547346562, other_time: 2.7712211609
epoch time: 8.3525924683s, input_fired_time: 0.1403251737, output_fired_time: 0.0000000000, propagate_forward_time: 7.6974310875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148358345
validation[          , genome  4912] predictions:    9531/  10000 (95.31%), best:    9620/10000 (96.20%), error:      1514.71252, best error:      1240.41199 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 102.9524917603s, input_fired_time: 1.0727702379, output_fired_time: 1.0609368086, propagate_forward_time: 37.8055191040, propagate_backward_time: 60.2190780640, weight_update_time: 0.1563921571, other_time: 2.7941894531
epoch time: 8.3414087296s, input_fired_time: 0.1374194324, output_fired_time: 0.0000000000, propagate_forward_time: 7.6993870735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046019554
validation[          , genome  4912] predictions:    9500/  10000 (95.00%), best:    9620/10000 (96.20%), error:      1604.75195, best error:      1240.41199 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 103.3641357422s, input_fired_time: 1.0850877762, output_fired_time: 1.0672771931, propagate_forward_time: 38.0980949402, propagate_backward_time: 60.3013534546, weight_update_time: 0.1590738893, other_time: 2.8123207092
epoch time: 8.3847427368s, input_fired_time: 0.1361898333, output_fired_time: 0.0000000000, propagate_forward_time: 7.7520155907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4965376854
validation[          , genome  4912] predictions:    9505/  10000 (95.05%), best:    9620/10000 (96.20%), error:      1593.24048, best error:      1240.41199 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 102.9809494019s, input_fired_time: 1.0751204491, output_fired_time: 1.0655652285, propagate_forward_time: 37.8095817566, propagate_backward_time: 60.2439193726, weight_update_time: 0.1565738022, other_time: 2.7867622375
epoch time: 8.2303619385s, input_fired_time: 0.1378147602, output_fired_time: 0.0000000000, propagate_forward_time: 7.5702176094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223298073
validation[          , genome  4912] predictions:    9594/  10000 (95.94%), best:    9620/10000 (96.20%), error:      1292.28503, best error:      1240.41199 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 103.4550933838s, input_fired_time: 1.0777579546, output_fired_time: 1.0644669533, propagate_forward_time: 37.8624076843, propagate_backward_time: 60.6541328430, weight_update_time: 0.1554153562, other_time: 2.7963256836
epoch time: 8.3401317596s, input_fired_time: 0.1407520324, output_fired_time: 0.0000000000, propagate_forward_time: 7.6906495094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087304115
validation[          , genome  4912] predictions:    9616/  10000 (96.16%), best:    9620/10000 (96.20%), error:      1259.52722, best error:      1240.41199 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 103.6643142700s, input_fired_time: 1.0815063715, output_fired_time: 1.0619837046, propagate_forward_time: 38.2056541443, propagate_backward_time: 60.5256843567, weight_update_time: 0.1569623649, other_time: 2.7894897461
epoch time: 8.2813730240s, input_fired_time: 0.1364813894, output_fired_time: 0.0000000000, propagate_forward_time: 7.6325101852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123815536
validation[          , genome  4912] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1223.97449, best error:      1223.97449 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.3834304810s, input_fired_time: 1.0816462040, output_fired_time: 1.0590250492, propagate_forward_time: 38.1135711670, propagate_backward_time: 60.3535728455, weight_update_time: 0.1546938121, other_time: 2.7756080627
epoch time: 8.1281976700s, input_fired_time: 0.1367904246, output_fired_time: 0.0000000000, propagate_forward_time: 7.4770779610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143294334
validation[          , genome  4912] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1220.03491, best error:      1220.03491 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 102.4911193848s, input_fired_time: 1.0743029118, output_fired_time: 1.0549103022, propagate_forward_time: 37.5360603333, propagate_backward_time: 60.0423698425, weight_update_time: 0.1548770964, other_time: 2.7834777832
epoch time: 8.3877229691s, input_fired_time: 0.1378343403, output_fired_time: 0.0000000000, propagate_forward_time: 7.7456607819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042276382
validation[          , genome  4912] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1218.94019, best error:      1218.94019 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 103.5857315063s, input_fired_time: 1.0818678141, output_fired_time: 1.0665880442, propagate_forward_time: 38.1070861816, propagate_backward_time: 60.5255355835, weight_update_time: 0.1564232260, other_time: 2.8046493530
epoch time: 8.3582677841s, input_fired_time: 0.1372360289, output_fired_time: 0.0000000000, propagate_forward_time: 7.7084236145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126085281
validation[          , genome  4912] predictions:    9586/  10000 (95.86%), best:    9628/10000 (96.28%), error:      1337.95557, best error:      1218.94019 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 102.6474609375s, input_fired_time: 1.0714306831, output_fired_time: 1.0562061071, propagate_forward_time: 37.7606124878, propagate_backward_time: 59.9859733582, weight_update_time: 0.1558236927, other_time: 2.7732353210
epoch time: 8.3117055893s, input_fired_time: 0.1379045844, output_fired_time: 0.0000000000, propagate_forward_time: 7.6546449661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191564560
validation[          , genome  4912] predictions:    9613/  10000 (96.13%), best:    9628/10000 (96.28%), error:      1258.15979, best error:      1218.94019 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.7454757690s, input_fired_time: 1.0831327438, output_fired_time: 1.0704033375, propagate_forward_time: 38.1478271484, propagate_backward_time: 60.6403045654, weight_update_time: 0.1576510221, other_time: 2.8038101196
epoch time: 8.2625980377s, input_fired_time: 0.1351204515, output_fired_time: 0.0000000000, propagate_forward_time: 7.6277279854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997496605
validation[          , genome  4912] predictions:    9637/  10000 (96.37%), best:    9628/10000 (96.28%), error:      1255.52380, best error:      1218.94019 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 103.8762130737s, input_fired_time: 1.0908005238, output_fired_time: 1.0597910881, propagate_forward_time: 38.3725471497, propagate_backward_time: 60.5753021240, weight_update_time: 0.1557194293, other_time: 2.7777748108
epoch time: 8.3740940094s, input_fired_time: 0.1383119822, output_fired_time: 0.0000000000, propagate_forward_time: 7.7206687927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5151128769
validation[          , genome  4912] predictions:    9599/  10000 (95.99%), best:    9628/10000 (96.28%), error:      1363.89404, best error:      1218.94019 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 103.3590850830s, input_fired_time: 1.0845067501, output_fired_time: 1.0645202398, propagate_forward_time: 38.0432090759, propagate_backward_time: 60.3864822388, weight_update_time: 0.1559424996, other_time: 2.7803688049
epoch time: 7.9883389473s, input_fired_time: 0.1346588135, output_fired_time: 0.0000000000, propagate_forward_time: 7.3655056953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4881744385
validation[          , genome  4912] predictions:    9639/  10000 (96.39%), best:    9628/10000 (96.28%), error:      1268.15967, best error:      1218.94019 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.5066528320s, input_fired_time: 1.0698585510, output_fired_time: 1.0516121387, propagate_forward_time: 37.5700531006, propagate_backward_time: 60.0442352295, weight_update_time: 0.1545081437, other_time: 2.7708969116
epoch time: 8.0785627365s, input_fired_time: 0.1338004917, output_fired_time: 0.0000000000, propagate_forward_time: 7.4492068291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955554008
validation[          , genome  4912] predictions:    9641/  10000 (96.41%), best:    9628/10000 (96.28%), error:      1227.90295, best error:      1218.94019 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 103.3594360352s, input_fired_time: 1.0810787678, output_fired_time: 1.0602709055, propagate_forward_time: 38.0273590088, propagate_backward_time: 60.4145469666, weight_update_time: 0.1548829377, other_time: 2.7761802673
epoch time: 8.3655967712s, input_fired_time: 0.1389860362, output_fired_time: 0.0000000000, propagate_forward_time: 7.7255215645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010895729
validation[          , genome  4912] predictions:    9628/  10000 (96.28%), best:    9628/10000 (96.28%), error:      1241.21619, best error:      1218.94019 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 102.5345916748s, input_fired_time: 1.0806742907, output_fired_time: 1.0486119986, propagate_forward_time: 37.5363197327, propagate_backward_time: 60.0678710938, weight_update_time: 0.1574979126, other_time: 2.8011131287
epoch time: 8.1486911774s, input_fired_time: 0.1378290057, output_fired_time: 0.0000000000, propagate_forward_time: 7.5062856674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045766830
validation[          , genome  4912] predictions:    9473/  10000 (94.73%), best:    9628/10000 (96.28%), error:      1657.68152, best error:      1218.94019 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.5750656128s, input_fired_time: 1.0868526697, output_fired_time: 1.0574995279, propagate_forward_time: 37.7283782959, propagate_backward_time: 59.9007072449, weight_update_time: 0.1569117755, other_time: 2.8016242981
epoch time: 8.1790409088s, input_fired_time: 0.1353528798, output_fired_time: 0.0000000000, propagate_forward_time: 7.5391192436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5045685768
validation[          , genome  4912] predictions:    9530/  10000 (95.30%), best:    9628/10000 (96.28%), error:      1556.75659, best error:      1218.94019 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 103.5255584717s, input_fired_time: 1.0861995220, output_fired_time: 1.0560718775, propagate_forward_time: 37.9727172852, propagate_backward_time: 60.6080627441, weight_update_time: 0.1557252109, other_time: 2.8025131226
epoch time: 8.2973604202s, input_fired_time: 0.1404284239, output_fired_time: 0.0000000000, propagate_forward_time: 7.6549015045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020303726
validation[          , genome  4912] predictions:    9637/  10000 (96.37%), best:    9628/10000 (96.28%), error:      1223.83423, best error:      1218.94019 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.1162490845s, input_fired_time: 1.0799583197, output_fired_time: 1.0539883375, propagate_forward_time: 37.9500694275, propagate_backward_time: 60.2443618774, weight_update_time: 0.1564660072, other_time: 2.7878761292
epoch time: 8.2535924911s, input_fired_time: 0.1413864791, output_fired_time: 0.0000000000, propagate_forward_time: 7.5896615982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225448608
validation[          , genome  4912] predictions:    9638/  10000 (96.38%), best:    9628/10000 (96.28%), error:      1240.55872, best error:      1218.94019 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 102.4796600342s, input_fired_time: 1.0700204372, output_fired_time: 1.0537221432, propagate_forward_time: 37.6254844666, propagate_backward_time: 59.9507865906, weight_update_time: 0.1567865312, other_time: 2.7796478271
epoch time: 8.1898784637s, input_fired_time: 0.1372142136, output_fired_time: 0.0000000000, propagate_forward_time: 7.5429649353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096988678
validation[          , genome  4912] predictions:    9589/  10000 (95.89%), best:    9628/10000 (96.28%), error:      1361.19116, best error:      1218.94019 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 103.2060089111s, input_fired_time: 1.0855734348, output_fired_time: 1.0570129156, propagate_forward_time: 37.8429946899, propagate_backward_time: 60.4222373962, weight_update_time: 0.1576212794, other_time: 2.7981910706
epoch time: 8.3876590729s, input_fired_time: 0.1389757991, output_fired_time: 0.0000000000, propagate_forward_time: 7.7374186516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112643242
validation[          , genome  4912] predictions:    9617/  10000 (96.17%), best:    9628/10000 (96.28%), error:      1270.19385, best error:      1218.94019 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.9020233154s, input_fired_time: 1.0822038651, output_fired_time: 1.0536462069, propagate_forward_time: 37.7968597412, propagate_backward_time: 60.1734199524, weight_update_time: 0.1552310586, other_time: 2.7958869934
epoch time: 8.0741786957s, input_fired_time: 0.1369057149, output_fired_time: 0.0000000000, propagate_forward_time: 7.4309706688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063023567
validation[          , genome  4912] predictions:    9627/  10000 (96.27%), best:    9628/10000 (96.28%), error:      1231.13745, best error:      1218.94019 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 103.2034378052s, input_fired_time: 1.0922389030, output_fired_time: 1.0683121681, propagate_forward_time: 37.9502754211, propagate_backward_time: 60.2957458496, weight_update_time: 0.1560283899, other_time: 2.7968635559
epoch time: 8.0301980972s, input_fired_time: 0.1383195817, output_fired_time: 0.0000000000, propagate_forward_time: 7.3982357979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4936428070
validation[          , genome  4912] predictions:    9629/  10000 (96.29%), best:    9628/10000 (96.28%), error:      1264.49329, best error:      1218.94019 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 103.2972183228s, input_fired_time: 1.0877060890, output_fired_time: 1.0675792694, propagate_forward_time: 37.8131217957, propagate_backward_time: 60.5485763550, weight_update_time: 0.1533047855, other_time: 2.7802314758
epoch time: 8.3875312805s, input_fired_time: 0.1400348246, output_fired_time: 0.0000000000, propagate_forward_time: 7.7347788811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127177238
validation[          , genome  4912] predictions:    9607/  10000 (96.07%), best:    9628/10000 (96.28%), error:      1278.61987, best error:      1218.94019 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 102.7486648560s, input_fired_time: 1.0853656530, output_fired_time: 1.0594925880, propagate_forward_time: 37.8148040771, propagate_backward_time: 60.0197410583, weight_update_time: 0.1543126851, other_time: 2.7692604065
epoch time: 8.1883935928s, input_fired_time: 0.1376540661, output_fired_time: 0.0000000000, propagate_forward_time: 7.5395994186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5111398697
validation[          , genome  4912] predictions:    9596/  10000 (95.96%), best:    9628/10000 (96.28%), error:      1340.60156, best error:      1218.94019 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.8315658569s, input_fired_time: 1.0802509785, output_fired_time: 1.0572559834, propagate_forward_time: 37.7493858337, propagate_backward_time: 60.1556396484, weight_update_time: 0.1563016772, other_time: 2.7890281677
epoch time: 8.2523612976s, input_fired_time: 0.1420136839, output_fired_time: 0.0000000000, propagate_forward_time: 7.5891819000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211658478
validation[          , genome  4912] predictions:    9645/  10000 (96.45%), best:    9645/10000 (96.45%), error:      1197.61377, best error:      1197.61377 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 103.5388412476s, input_fired_time: 1.0954730511, output_fired_time: 1.0581749678, propagate_forward_time: 38.0657997131, propagate_backward_time: 60.5214424133, weight_update_time: 0.1572593451, other_time: 2.7979507446
epoch time: 8.2628812790s, input_fired_time: 0.1356840730, output_fired_time: 0.0000000000, propagate_forward_time: 7.6158118248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113854408
validation[          , genome  4912] predictions:    9580/  10000 (95.80%), best:    9645/10000 (96.45%), error:      1330.36389, best error:      1197.61377 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 103.3135757446s, input_fired_time: 1.0862022638, output_fired_time: 1.0665498972, propagate_forward_time: 37.8801612854, propagate_backward_time: 60.5028190613, weight_update_time: 0.1547412723, other_time: 2.7778396606
epoch time: 8.2209472656s, input_fired_time: 0.1402102858, output_fired_time: 0.0000000000, propagate_forward_time: 7.5698695183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108675957
validation[          , genome  4912] predictions:    9646/  10000 (96.46%), best:    9646/10000 (96.46%), error:      1177.61182, best error:      1177.61182 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.9545364380s, input_fired_time: 1.0849586725, output_fired_time: 1.0548334122, propagate_forward_time: 37.8122711182, propagate_backward_time: 60.2102966309, weight_update_time: 0.1563912630, other_time: 2.7921752930
epoch time: 8.2863121033s, input_fired_time: 0.1415582746, output_fired_time: 0.0000000000, propagate_forward_time: 7.6304397583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143136978
validation[          , genome  4912] predictions:    9591/  10000 (95.91%), best:    9646/10000 (96.46%), error:      1359.17383, best error:      1177.61182 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 103.0518493652s, input_fired_time: 1.0847772360, output_fired_time: 1.0624510050, propagate_forward_time: 37.9672508240, propagate_backward_time: 60.1512451172, weight_update_time: 0.1551802456, other_time: 2.7861213684
epoch time: 8.0261468887s, input_fired_time: 0.1357824951, output_fired_time: 0.0000000000, propagate_forward_time: 7.3999657631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903984070
validation[          , genome  4912] predictions:    9627/  10000 (96.27%), best:    9646/10000 (96.46%), error:      1221.25330, best error:      1177.61182 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 102.3633575439s, input_fired_time: 1.0876839161, output_fired_time: 1.0513923168, propagate_forward_time: 37.5400657654, propagate_backward_time: 59.9081535339, weight_update_time: 0.1545872539, other_time: 2.7760620117
epoch time: 8.2144451141s, input_fired_time: 0.1391084939, output_fired_time: 0.0000000000, propagate_forward_time: 7.5590968132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5162396431
validation[          , genome  4912] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1163.04236, best error:      1163.04236 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 103.3735122681s, input_fired_time: 1.0962646008, output_fired_time: 1.0670062304, propagate_forward_time: 37.9588241577, propagate_backward_time: 60.4563827515, weight_update_time: 0.1564811170, other_time: 2.7950286865
epoch time: 8.1613521576s, input_fired_time: 0.1393385828, output_fired_time: 0.0000000000, propagate_forward_time: 7.5083465576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136671066
validation[          , genome  4912] predictions:    9593/  10000 (95.93%), best:    9637/10000 (96.37%), error:      1347.36182, best error:      1163.04236 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 103.1833572388s, input_fired_time: 1.0962758064, output_fired_time: 1.0578080416, propagate_forward_time: 37.8354148865, propagate_backward_time: 60.3868942261, weight_update_time: 0.1577482074, other_time: 2.8069648743
epoch time: 8.2793941498s, input_fired_time: 0.1417666376, output_fired_time: 0.0000000000, propagate_forward_time: 7.6282691956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093584061
validation[          , genome  4912] predictions:    9619/  10000 (96.19%), best:    9637/10000 (96.37%), error:      1232.39392, best error:      1163.04236 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 103.7798156738s, input_fired_time: 1.0985481739, output_fired_time: 1.0645806789, propagate_forward_time: 38.1220283508, propagate_backward_time: 60.6907310486, weight_update_time: 0.1559412032, other_time: 2.8039245605
epoch time: 8.1774368286s, input_fired_time: 0.1390901953, output_fired_time: 0.0000000000, propagate_forward_time: 7.5212392807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171070099
validation[          , genome  4912] predictions:    9640/  10000 (96.40%), best:    9637/10000 (96.37%), error:      1185.44592, best error:      1163.04236 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.8869781494s, input_fired_time: 1.0896517038, output_fired_time: 1.0517394543, propagate_forward_time: 37.7575302124, propagate_backward_time: 60.1980247498, weight_update_time: 0.1579391956, other_time: 2.7900276184
epoch time: 8.3193302155s, input_fired_time: 0.1396475881, output_fired_time: 0.0000000000, propagate_forward_time: 7.6621704102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175123215
validation[          , genome  4912] predictions:    9635/  10000 (96.35%), best:    9637/10000 (96.37%), error:      1230.82361, best error:      1163.04236 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 101.8567581177s, input_fired_time: 1.0821458101, output_fired_time: 1.0485472679, propagate_forward_time: 37.3659706116, propagate_backward_time: 59.5660820007, weight_update_time: 0.1547809839, other_time: 2.7940139771
epoch time: 8.2411804199s, input_fired_time: 0.1410218179, output_fired_time: 0.0000000000, propagate_forward_time: 7.5907044411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094542503
validation[          , genome  4912] predictions:    9639/  10000 (96.39%), best:    9637/10000 (96.37%), error:      1215.15747, best error:      1163.04236 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.7100982666s, input_fired_time: 1.0926225185, output_fired_time: 1.0697076321, propagate_forward_time: 37.8085060120, propagate_backward_time: 59.9479370117, weight_update_time: 0.1532428861, other_time: 2.7913246155
epoch time: 8.3729705811s, input_fired_time: 0.1404627264, output_fired_time: 0.0000000000, propagate_forward_time: 7.7175226212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149850845
validation[          , genome  4912] predictions:    9574/  10000 (95.74%), best:    9637/10000 (96.37%), error:      1396.06958, best error:      1163.04236 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 103.3247680664s, input_fired_time: 1.0924729109, output_fired_time: 1.0595345497, propagate_forward_time: 37.9576377869, propagate_backward_time: 60.4357223511, weight_update_time: 0.1564677060, other_time: 2.7793998718
epoch time: 8.3958768845s, input_fired_time: 0.1416828781, output_fired_time: 0.0000000000, propagate_forward_time: 7.7425670624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116271973
validation[          , genome  4912] predictions:    9636/  10000 (96.36%), best:    9637/10000 (96.37%), error:      1199.97644, best error:      1163.04236 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.4229812622s, input_fired_time: 1.1007051468, output_fired_time: 1.0751498938, propagate_forward_time: 38.3372039795, propagate_backward_time: 61.0904426575, weight_update_time: 0.1557688415, other_time: 2.8194770813
epoch time: 8.2030696869s, input_fired_time: 0.1411126256, output_fired_time: 0.0000000000, propagate_forward_time: 7.5571174622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048398972
validation[          , genome  4912] predictions:    9602/  10000 (96.02%), best:    9637/10000 (96.37%), error:      1306.80579, best error:      1163.04236 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 102.3810882568s, input_fired_time: 1.0865305662, output_fired_time: 1.0568804741, propagate_forward_time: 37.7523231506, propagate_backward_time: 59.7205314636, weight_update_time: 0.1553432792, other_time: 2.7648239136
epoch time: 8.2047367096s, input_fired_time: 0.1417025030, output_fired_time: 0.0000000000, propagate_forward_time: 7.5520505905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109834671
validation[          , genome  4912] predictions:    9591/  10000 (95.91%), best:    9637/10000 (96.37%), error:      1297.67493, best error:      1163.04236 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 101.7932052612s, input_fired_time: 1.0819371939, output_fired_time: 1.0455381870, propagate_forward_time: 37.2688407898, propagate_backward_time: 59.6341133118, weight_update_time: 0.1546946317, other_time: 2.7627716064
epoch time: 8.4178543091s, input_fired_time: 0.1427705288, output_fired_time: 0.0000000000, propagate_forward_time: 7.7542591095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5208244324
validation[          , genome  4912] predictions:    9647/  10000 (96.47%), best:    9637/10000 (96.37%), error:      1164.86023, best error:      1163.04236 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 103.2830734253s, input_fired_time: 1.0971509218, output_fired_time: 1.0630607605, propagate_forward_time: 37.8915290833, propagate_backward_time: 60.4384002686, weight_update_time: 0.1559001654, other_time: 2.7929344177
epoch time: 8.2685852051s, input_fired_time: 0.1400994211, output_fired_time: 0.0000000000, propagate_forward_time: 7.6329064369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4955792427
validation[          , genome  4912] predictions:    9630/  10000 (96.30%), best:    9637/10000 (96.37%), error:      1209.25281, best error:      1163.04236 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 102.8665695190s, input_fired_time: 1.0970742702, output_fired_time: 1.0645401478, propagate_forward_time: 37.7512283325, propagate_backward_time: 60.1274757385, weight_update_time: 0.1575535983, other_time: 2.8262519836
epoch time: 8.3328056335s, input_fired_time: 0.1422184706, output_fired_time: 0.0000000000, propagate_forward_time: 7.6709752083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196118355
validation[          , genome  4912] predictions:    9626/  10000 (96.26%), best:    9637/10000 (96.37%), error:      1212.71387, best error:      1163.04236 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 101.5706634521s, input_fired_time: 1.0800884962, output_fired_time: 1.0571782589, propagate_forward_time: 37.3843536377, propagate_backward_time: 59.2864456177, weight_update_time: 0.1527575552, other_time: 2.7626037598
epoch time: 7.9841861725s, input_fired_time: 0.1391270757, output_fired_time: 0.0000000000, propagate_forward_time: 7.3309617043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140972137
validation[          , genome  4912] predictions:    9630/  10000 (96.30%), best:    9637/10000 (96.37%), error:      1217.74756, best error:      1163.04236 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.6886520386s, input_fired_time: 1.0962132215, output_fired_time: 1.0616410971, propagate_forward_time: 37.6406631470, propagate_backward_time: 60.0823020935, weight_update_time: 0.1537744105, other_time: 2.8078346252
epoch time: 8.2850303650s, input_fired_time: 0.1447742581, output_fired_time: 0.0000000000, propagate_forward_time: 7.6135540009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267019272
validation[          , genome  4912] predictions:    9507/  10000 (95.07%), best:    9637/10000 (96.37%), error:      1564.04126, best error:      1163.04236 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 103.7022323608s, input_fired_time: 1.1051107645, output_fired_time: 1.0657453537, propagate_forward_time: 38.0172767639, propagate_backward_time: 60.7010993958, weight_update_time: 0.1593249291, other_time: 2.8130035400
epoch time: 7.9531292915s, input_fired_time: 0.1384348571, output_fired_time: 0.0000000000, propagate_forward_time: 7.3116660118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030283928
validation[          , genome  4912] predictions:    9627/  10000 (96.27%), best:    9637/10000 (96.37%), error:      1187.57751, best error:      1163.04236 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 103.7801742554s, input_fired_time: 1.1040111780, output_fired_time: 1.0648295879, propagate_forward_time: 38.1006011963, propagate_backward_time: 60.7139701843, weight_update_time: 0.1569097787, other_time: 2.7967643738
epoch time: 8.1067686081s, input_fired_time: 0.1387910098, output_fired_time: 0.0000000000, propagate_forward_time: 7.4703679085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4976096153
validation[          , genome  4912] predictions:    9637/  10000 (96.37%), best:    9637/10000 (96.37%), error:      1196.61438, best error:      1163.04236 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.8166580200s, input_fired_time: 1.0953472853, output_fired_time: 1.0578117371, propagate_forward_time: 37.6733741760, propagate_backward_time: 60.1899108887, weight_update_time: 0.1560440511, other_time: 2.8002128601
epoch time: 7.8089613914s, input_fired_time: 0.1347736716, output_fired_time: 0.0000000000, propagate_forward_time: 7.1796722412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945154190
validation[          , genome  4912] predictions:    9648/  10000 (96.48%), best:    9637/10000 (96.37%), error:      1188.15771, best error:      1163.04236 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 103.0988006592s, input_fired_time: 1.0956146717, output_fired_time: 1.0581129789, propagate_forward_time: 37.8475303650, propagate_backward_time: 60.3036270142, weight_update_time: 0.1553232074, other_time: 2.7939186096
epoch time: 8.1230821609s, input_fired_time: 0.1374448240, output_fired_time: 0.0000000000, propagate_forward_time: 7.4927344322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4929027557
validation[          , genome  4912] predictions:    9626/  10000 (96.26%), best:    9637/10000 (96.37%), error:      1258.72351, best error:      1163.04236 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 102.6957473755s, input_fired_time: 1.0956552029, output_fired_time: 1.0674831867, propagate_forward_time: 37.7184028625, propagate_backward_time: 60.0106887817, weight_update_time: 0.1577930748, other_time: 2.8035163879
epoch time: 8.4192190170s, input_fired_time: 0.1404355168, output_fired_time: 0.0000000000, propagate_forward_time: 7.7717313766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5070524216
validation[          , genome  4912] predictions:    9646/  10000 (96.46%), best:    9637/10000 (96.37%), error:      1179.98279, best error:      1163.04236 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 103.3624572754s, input_fired_time: 1.1025625467, output_fired_time: 1.0660119057, propagate_forward_time: 38.0302467346, propagate_backward_time: 60.3706512451, weight_update_time: 0.1554540694, other_time: 2.7929878235
epoch time: 8.2287483215s, input_fired_time: 0.1411865652, output_fired_time: 0.0000000000, propagate_forward_time: 7.5808086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067529678
validation[          , genome  4912] predictions:    9633/  10000 (96.33%), best:    9637/10000 (96.37%), error:      1200.30945, best error:      1163.04236 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 103.1413955688s, input_fired_time: 1.1005895138, output_fired_time: 1.0631417036, propagate_forward_time: 37.9890632629, propagate_backward_time: 60.2027664185, weight_update_time: 0.1554635167, other_time: 2.7858390808
epoch time: 8.2679414749s, input_fired_time: 0.1409715414, output_fired_time: 0.0000000000, propagate_forward_time: 7.6265020370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004682541
validation[          , genome  4912] predictions:    9647/  10000 (96.47%), best:    9637/10000 (96.37%), error:      1188.31055, best error:      1163.04236 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.3355941772s, input_fired_time: 1.0887295008, output_fired_time: 1.0562870502, propagate_forward_time: 37.4831619263, propagate_backward_time: 59.9384231567, weight_update_time: 0.1537623703, other_time: 2.7689895630
epoch time: 8.1283445358s, input_fired_time: 0.1426018178, output_fired_time: 0.0000000000, propagate_forward_time: 7.4848251343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009174347
validation[          , genome  4912] predictions:    9552/  10000 (95.52%), best:    9637/10000 (96.37%), error:      1467.19812, best error:      1163.04236 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 103.0526046753s, input_fired_time: 1.1010376215, output_fired_time: 1.0699030161, propagate_forward_time: 37.7444992065, propagate_backward_time: 60.3312377930, weight_update_time: 0.1564344019, other_time: 2.8059310913
epoch time: 8.3644933701s, input_fired_time: 0.1419406384, output_fired_time: 0.0000000000, propagate_forward_time: 7.7195549011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029973984
validation[          , genome  4912] predictions:    9605/  10000 (96.05%), best:    9637/10000 (96.37%), error:      1329.82239, best error:      1163.04236 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.2448043823s, input_fired_time: 1.1068145037, output_fired_time: 1.0654125214, propagate_forward_time: 37.8707122803, propagate_backward_time: 60.4006118774, weight_update_time: 0.1561567038, other_time: 2.8012542725
epoch time: 8.0643205643s, input_fired_time: 0.1371754408, output_fired_time: 0.0000000000, propagate_forward_time: 7.4273447990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998002052
validation[          , genome  4912] predictions:    9615/  10000 (96.15%), best:    9637/10000 (96.37%), error:      1240.31433, best error:      1163.04236 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 101.8209838867s, input_fired_time: 1.0911066532, output_fired_time: 1.0486408472, propagate_forward_time: 37.2954292297, propagate_backward_time: 59.6240692139, weight_update_time: 0.1537210047, other_time: 2.7617378235
epoch time: 7.7646656036s, input_fired_time: 0.1370062828, output_fired_time: 0.0000000000, propagate_forward_time: 7.1411361694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865231514
validation[          , genome  4912] predictions:    9619/  10000 (96.19%), best:    9637/10000 (96.37%), error:      1247.10364, best error:      1163.04236 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 103.3580703735s, input_fired_time: 1.1034678221, output_fired_time: 1.0643874407, propagate_forward_time: 38.0111427307, propagate_backward_time: 60.3989028931, weight_update_time: 0.1546617895, other_time: 2.7801704407
epoch time: 8.2389097214s, input_fired_time: 0.1459838003, output_fired_time: 0.0000000000, propagate_forward_time: 7.5669918060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259342194
validation[          , genome  4912] predictions:    9616/  10000 (96.16%), best:    9637/10000 (96.37%), error:      1256.29150, best error:      1163.04236 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 103.3062438965s, input_fired_time: 1.1037228107, output_fired_time: 1.0548856258, propagate_forward_time: 37.9559478760, propagate_backward_time: 60.4097328186, weight_update_time: 0.1554750204, other_time: 2.7819557190
epoch time: 8.4195661545s, input_fired_time: 0.1454487294, output_fired_time: 0.0000000000, propagate_forward_time: 7.7420821190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5320353508
validation[          , genome  4912] predictions:    9603/  10000 (96.03%), best:    9637/10000 (96.37%), error:      1316.38062, best error:      1163.04236 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 101.6150131226s, input_fired_time: 1.0887639523, output_fired_time: 1.0437368155, propagate_forward_time: 37.4256896973, propagate_backward_time: 59.2846450806, weight_update_time: 0.1530994624, other_time: 2.7721786499
epoch time: 8.1943073273s, input_fired_time: 0.1426507533, output_fired_time: 0.0000000000, propagate_forward_time: 7.5505266190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011301041
validation[          , genome  4912] predictions:    9644/  10000 (96.44%), best:    9637/10000 (96.37%), error:      1208.87244, best error:      1163.04236 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 102.5766143799s, input_fired_time: 1.1075941324, output_fired_time: 1.0533281565, propagate_forward_time: 37.6346092224, propagate_backward_time: 59.9944572449, weight_update_time: 0.1559857279, other_time: 2.7866210938
epoch time: 8.4135360718s, input_fired_time: 0.1460831463, output_fired_time: 0.0000000000, propagate_forward_time: 7.7439885139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234646797
validation[          , genome  4912] predictions:    9645/  10000 (96.45%), best:    9637/10000 (96.37%), error:      1227.36475, best error:      1163.04236 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 103.9329528809s, input_fired_time: 1.1087427139, output_fired_time: 1.0675526857, propagate_forward_time: 38.0967521667, propagate_backward_time: 60.8638458252, weight_update_time: 0.1573145539, other_time: 2.7960624695
epoch time: 7.9286255836s, input_fired_time: 0.1379941702, output_fired_time: 0.0000000000, propagate_forward_time: 7.2983736992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922575951
validation[          , genome  4912] predictions:    9658/  10000 (96.58%), best:    9637/10000 (96.37%), error:      1166.47791, best error:      1163.04236 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 103.1109695435s, input_fired_time: 1.0997803211, output_fired_time: 1.0634703636, propagate_forward_time: 37.8662300110, propagate_backward_time: 60.3104820251, weight_update_time: 0.1555564553, other_time: 2.7710113525
epoch time: 7.6639199257s, input_fired_time: 0.1336171478, output_fired_time: 0.0000000000, propagate_forward_time: 7.0494441986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4808588028
validation[          , genome  4912] predictions:    9591/  10000 (95.91%), best:    9637/10000 (96.37%), error:      1319.42236, best error:      1163.04236 on epoch:    69, 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: 40.4288558960s, input_fired_time: 0.6846159101, output_fired_time: 0.0000000000, propagate_forward_time: 37.1855735779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5586662292
best training[          , genome  4912] predictions:   48871/  50000 (97.74%), best:    9637/10000 (96.37%), error:      3964.58545, best error:      1163.04236 on epoch:    69, 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: 8.3752975464s, input_fired_time: 0.1403198391, output_fired_time: 0.0000000000, propagate_forward_time: 7.7220182419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5129594803
   testing[          , genome  4912] predictions:    9685/  10000 (96.85%), best:    9637/10000 (96.37%), error:      1079.41077, best error:      1163.04236 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:46:53 (6168): called boinc_finish(0)

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