Nameexact_genome_1512568488_42_6129_2
Workunit2601846
Created7 Dec 2017, 18:13:47 UTC
Sent7 Dec 2017, 18:21:20 UTC
Report deadline13 Dec 2017, 14:40:51 UTC
Received7 Dec 2017, 21:00:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53799
Run time1 hours 38 min 25 sec
CPU time1 hours 38 min 6 sec
Validate stateValid
Credit1,461.72
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
1, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 53.7870407104s, input_fired_time: 0.8813332915, output_fired_time: 0.5997040272, propagate_forward_time: 20.7787799835, propagate_backward_time: 29.6172256470, weight_update_time: 0.0731299669, other_time: 1.9099979401
epoch time: 4.5834693909s, input_fired_time: 0.0951736793, output_fired_time: 0.0000000000, propagate_forward_time: 4.1547565460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335390091
validation[          , genome  6129] predictions:    9555/  10000 (95.55%), best:    9673/10000 (96.73%), error:      1480.00378, best error:      1124.33179 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.6146812439s, input_fired_time: 0.8842989206, output_fired_time: 0.5990971327, propagate_forward_time: 20.7483501434, propagate_backward_time: 29.5051097870, weight_update_time: 0.0730143338, other_time: 1.8778228760
epoch time: 4.5812482834s, input_fired_time: 0.0962222889, output_fired_time: 0.0000000000, propagate_forward_time: 4.1540718079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309540749
validation[          , genome  6129] predictions:    9611/  10000 (96.11%), best:    9673/10000 (96.73%), error:      1299.67700, best error:      1124.33179 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 54.1182136536s, input_fired_time: 0.8910650611, output_fired_time: 0.6116002202, propagate_forward_time: 20.9366989136, propagate_backward_time: 29.7533740997, weight_update_time: 0.0738225654, other_time: 1.9254779816
epoch time: 4.5618858337s, input_fired_time: 0.0927017853, output_fired_time: 0.0000000000, propagate_forward_time: 4.1406235695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285603523
validation[          , genome  6129] predictions:    9675/  10000 (96.75%), best:    9675/10000 (96.75%), error:      1108.91199, best error:      1108.91199 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.6099319458s, input_fired_time: 0.8771450520, output_fired_time: 0.6037678123, propagate_forward_time: 20.8182086945, propagate_backward_time: 29.4593486786, weight_update_time: 0.0726565793, other_time: 1.8514633179
epoch time: 4.6425065994s, input_fired_time: 0.0973403230, output_fired_time: 0.0000000000, propagate_forward_time: 4.2101664543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350000381
validation[          , genome  6129] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1060.92285, best error:      1060.92285 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.9369850159s, input_fired_time: 0.9042888880, output_fired_time: 0.5947574377, propagate_forward_time: 20.9407024384, propagate_backward_time: 29.5951633453, weight_update_time: 0.0968705416, other_time: 1.9020729065
epoch time: 4.5561404228s, input_fired_time: 0.0917028710, output_fired_time: 0.0000000000, propagate_forward_time: 4.1393260956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251113892
validation[          , genome  6129] predictions:    9679/  10000 (96.79%), best:    9691/10000 (96.91%), error:      1098.46826, best error:      1060.92285 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.7581977844s, input_fired_time: 0.8700429201, output_fired_time: 0.5957129598, propagate_forward_time: 20.8507385254, propagate_backward_time: 29.6133728027, weight_update_time: 0.0709860548, other_time: 1.8283271790
epoch time: 4.6342968941s, input_fired_time: 0.0991313308, output_fired_time: 0.0000000000, propagate_forward_time: 4.1935606003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416051865
validation[          , genome  6129] predictions:    9667/  10000 (96.67%), best:    9691/10000 (96.91%), error:      1105.18188, best error:      1060.92285 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.3939132690s, input_fired_time: 0.8734356761, output_fired_time: 0.5937286019, propagate_forward_time: 20.6933689117, propagate_backward_time: 29.3936557770, weight_update_time: 0.0718085319, other_time: 1.8397254944
epoch time: 4.5920729637s, input_fired_time: 0.0925466865, output_fired_time: 0.0000000000, propagate_forward_time: 4.1672482491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322782516
validation[          , genome  6129] predictions:    9634/  10000 (96.34%), best:    9691/10000 (96.91%), error:      1189.68127, best error:      1060.92285 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.5263328552s, input_fired_time: 0.8725630045, output_fired_time: 0.5956975818, propagate_forward_time: 20.7472858429, propagate_backward_time: 29.4757957458, weight_update_time: 0.0697136000, other_time: 1.8349895477
epoch time: 4.5835981369s, input_fired_time: 0.0937270597, output_fired_time: 0.0000000000, propagate_forward_time: 4.1628618240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270092010
validation[          , genome  6129] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       985.75879, best error:       985.75879 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.6157531738s, input_fired_time: 0.8720567822, output_fired_time: 0.5955887437, propagate_forward_time: 20.7690696716, propagate_backward_time: 29.5409851074, weight_update_time: 0.0698439255, other_time: 1.8380546570
epoch time: 4.5745940208s, input_fired_time: 0.0947782323, output_fired_time: 0.0000000000, propagate_forward_time: 4.1499919891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298239708
validation[          , genome  6129] predictions:    9674/  10000 (96.74%), best:    9703/10000 (97.03%), error:      1074.19141, best error:       985.75879 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.4548645020s, input_fired_time: 0.8766006827, output_fired_time: 0.5944452882, propagate_forward_time: 20.7114810944, propagate_backward_time: 29.4225749969, weight_update_time: 0.0715235993, other_time: 1.8497619629
epoch time: 4.5543937683s, input_fired_time: 0.0924590528, output_fired_time: 0.0000000000, propagate_forward_time: 4.1321978569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297367096
validation[          , genome  6129] predictions:    9586/  10000 (95.86%), best:    9703/10000 (97.03%), error:      1355.61169, best error:       985.75879 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.5124282837s, input_fired_time: 0.8789409399, output_fired_time: 0.5939490795, propagate_forward_time: 20.7215194702, propagate_backward_time: 29.4526615143, weight_update_time: 0.0725780576, other_time: 1.8653583527
epoch time: 4.6156077385s, input_fired_time: 0.0939153582, output_fired_time: 0.0000000000, propagate_forward_time: 4.1947541237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269381523
validation[          , genome  6129] predictions:    9667/  10000 (96.67%), best:    9703/10000 (97.03%), error:      1056.30823, best error:       985.75879 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.4119224548s, input_fired_time: 0.8795708418, output_fired_time: 0.5936669707, propagate_forward_time: 20.7433166504, propagate_backward_time: 29.3369293213, weight_update_time: 0.0711890534, other_time: 1.8584403992
epoch time: 4.5577530861s, input_fired_time: 0.0938028023, output_fired_time: 0.0000000000, propagate_forward_time: 4.1345343590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294157982
validation[          , genome  6129] predictions:    9665/  10000 (96.65%), best:    9703/10000 (97.03%), error:      1135.93726, best error:       985.75879 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.3539543152s, input_fired_time: 0.8860971928, output_fired_time: 0.5949100256, propagate_forward_time: 20.6891193390, propagate_backward_time: 29.3223762512, weight_update_time: 0.0734151155, other_time: 1.8614521027
epoch time: 4.5575733185s, input_fired_time: 0.0942810476, output_fired_time: 0.0000000000, propagate_forward_time: 4.1361489296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3271431923
validation[          , genome  6129] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1036.30664, best error:       985.75879 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.3018493652s, input_fired_time: 0.8819151521, output_fired_time: 0.5945783257, propagate_forward_time: 20.6525592804, propagate_backward_time: 29.3187637329, weight_update_time: 0.0733385682, other_time: 1.8540325165
epoch time: 4.5649895668s, input_fired_time: 0.0950033888, output_fired_time: 0.0000000000, propagate_forward_time: 4.1427669525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272190094
validation[          , genome  6129] predictions:    9672/  10000 (96.72%), best:    9703/10000 (97.03%), error:      1039.40186, best error:       985.75879 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.4146957397s, input_fired_time: 0.8787295818, output_fired_time: 0.5953040123, propagate_forward_time: 20.7014408112, propagate_backward_time: 29.3893394470, weight_update_time: 0.0718331039, other_time: 1.8498821259
epoch time: 4.6039266586s, input_fired_time: 0.0918298140, output_fired_time: 0.0000000000, propagate_forward_time: 4.1791052818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329916000
validation[          , genome  6129] predictions:    9606/  10000 (96.06%), best:    9703/10000 (97.03%), error:      1232.15991, best error:       985.75879 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.5324440002s, input_fired_time: 0.8752338886, output_fired_time: 0.5954681039, propagate_forward_time: 20.7274303436, propagate_backward_time: 29.4760837555, weight_update_time: 0.0703422576, other_time: 1.8582305908
epoch time: 4.5670895576s, input_fired_time: 0.1010630652, output_fired_time: 0.0000000000, propagate_forward_time: 4.1343936920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3316326141
validation[          , genome  6129] predictions:    9696/  10000 (96.96%), best:    9703/10000 (97.03%), error:      1043.65698, best error:       985.75879 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.7525749207s, input_fired_time: 0.8828111887, output_fired_time: 0.5922985077, propagate_forward_time: 20.8742618561, propagate_backward_time: 29.5246009827, weight_update_time: 0.0716570392, other_time: 1.8786029816
epoch time: 4.5628242493s, input_fired_time: 0.0932397544, output_fired_time: 0.0000000000, propagate_forward_time: 4.1433129311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262715340
validation[          , genome  6129] predictions:    9671/  10000 (96.71%), best:    9703/10000 (97.03%), error:      1077.72034, best error:       985.75879 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.5872535706s, input_fired_time: 0.8697394729, output_fired_time: 0.5924534798, propagate_forward_time: 20.7153873444, propagate_backward_time: 29.5655364990, weight_update_time: 0.0702115521, other_time: 1.8441371918
epoch time: 4.5552763939s, input_fired_time: 0.0911306366, output_fired_time: 0.0000000000, propagate_forward_time: 4.1385879517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255577087
validation[          , genome  6129] predictions:    9635/  10000 (96.35%), best:    9703/10000 (97.03%), error:      1176.95764, best error:       985.75879 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.3303871155s, input_fired_time: 0.8794549704, output_fired_time: 0.5922718048, propagate_forward_time: 20.6700973511, propagate_backward_time: 29.3473854065, weight_update_time: 0.0721760392, other_time: 1.8411750793
epoch time: 4.5698704720s, input_fired_time: 0.0911709219, output_fired_time: 0.0000000000, propagate_forward_time: 4.1468863487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318133354
validation[          , genome  6129] predictions:    9632/  10000 (96.32%), best:    9703/10000 (97.03%), error:      1186.87097, best error:       985.75879 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.4133453369s, input_fired_time: 0.8706014156, output_fired_time: 0.5928471088, propagate_forward_time: 20.7005195618, propagate_backward_time: 29.4006805420, weight_update_time: 0.0707451776, other_time: 1.8486976624
epoch time: 4.5481448174s, input_fired_time: 0.0919895321, output_fired_time: 0.0000000000, propagate_forward_time: 4.1323547363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3238005638
validation[          , genome  6129] predictions:    9621/  10000 (96.21%), best:    9703/10000 (97.03%), error:      1278.09583, best error:       985.75879 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.7225914001s, input_fired_time: 0.8765533566, output_fired_time: 0.5923355818, propagate_forward_time: 20.7624111176, propagate_backward_time: 29.6272048950, weight_update_time: 0.0716943070, other_time: 1.8640880585
epoch time: 4.5824360847s, input_fired_time: 0.0945480391, output_fired_time: 0.0000000000, propagate_forward_time: 4.1600227356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278651237
validation[          , genome  6129] predictions:    9685/  10000 (96.85%), best:    9703/10000 (97.03%), error:      1039.18970, best error:       985.75879 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.3851623535s, input_fired_time: 0.8775904179, output_fired_time: 0.5918006897, propagate_forward_time: 20.6985931396, propagate_backward_time: 29.3640937805, weight_update_time: 0.0734483227, other_time: 1.8530845642
epoch time: 4.5617103577s, input_fired_time: 0.0944924355, output_fired_time: 0.0000000000, propagate_forward_time: 4.1451606750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220572472
validation[          , genome  6129] predictions:    9676/  10000 (96.76%), best:    9703/10000 (97.03%), error:      1041.58289, best error:       985.75879 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.6122627258s, input_fired_time: 0.8822951913, output_fired_time: 0.5940950513, propagate_forward_time: 20.7525520325, propagate_backward_time: 29.5273189545, weight_update_time: 0.0719553605, other_time: 1.8560047150
epoch time: 4.5665459633s, input_fired_time: 0.0920411870, output_fired_time: 0.0000000000, propagate_forward_time: 4.1475358009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269691467
validation[          , genome  6129] predictions:    9669/  10000 (96.69%), best:    9703/10000 (97.03%), error:      1143.27148, best error:       985.75879 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.4196395874s, input_fired_time: 0.8715396523, output_fired_time: 0.5957415104, propagate_forward_time: 20.6884822845, propagate_backward_time: 29.4230957031, weight_update_time: 0.0699388608, other_time: 1.8407802582
epoch time: 4.5810780525s, input_fired_time: 0.0941002071, output_fired_time: 0.0000000000, propagate_forward_time: 4.1574907303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294873238
validation[          , genome  6129] predictions:    9653/  10000 (96.53%), best:    9703/10000 (97.03%), error:      1121.53906, best error:       985.75879 on epoch:    21, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.4688186646s, input_fired_time: 0.8707050085, output_fired_time: 0.5921679139, propagate_forward_time: 20.7516040802, propagate_backward_time: 29.4105434418, weight_update_time: 0.0699147806, other_time: 1.8437995911
epoch time: 4.6270132065s, input_fired_time: 0.0928730965, output_fired_time: 0.0000000000, propagate_forward_time: 4.2081198692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3260202408
validation[          , genome  6129] predictions:    9687/  10000 (96.87%), best:    9703/10000 (97.03%), error:      1024.65552, best error:       985.75879 on epoch:    21, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.6141281128s, input_fired_time: 0.8747401834, output_fired_time: 0.5984801054, propagate_forward_time: 20.9124526978, propagate_backward_time: 29.3931083679, weight_update_time: 0.0709290728, other_time: 1.8353462219
epoch time: 4.5695738792s, input_fired_time: 0.0955198482, output_fired_time: 0.0000000000, propagate_forward_time: 4.1456613541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283925056
validation[          , genome  6129] predictions:    9665/  10000 (96.65%), best:    9703/10000 (97.03%), error:      1115.35632, best error:       985.75879 on epoch:    21, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.4907913208s, input_fired_time: 0.8818398118, output_fired_time: 0.5961109996, propagate_forward_time: 20.7899990082, propagate_backward_time: 29.3868713379, weight_update_time: 0.0706106201, other_time: 1.8359699249
epoch time: 4.5665578842s, input_fired_time: 0.0931528956, output_fired_time: 0.0000000000, propagate_forward_time: 4.1479792595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254256248
validation[          , genome  6129] predictions:    9714/  10000 (97.14%), best:    9714/10000 (97.14%), error:       984.95178, best error:       984.95178 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.4437751770s, input_fired_time: 0.8818741441, output_fired_time: 0.5977082253, propagate_forward_time: 20.6954822540, propagate_backward_time: 29.4270191193, weight_update_time: 0.0733974651, other_time: 1.8416900635
epoch time: 4.5830154419s, input_fired_time: 0.0946861729, output_fired_time: 0.0000000000, propagate_forward_time: 4.1583161354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300132751
validation[          , genome  6129] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       970.18359, best error:       970.18359 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.9600143433s, input_fired_time: 0.9033765793, output_fired_time: 0.5976780653, propagate_forward_time: 21.0513134003, propagate_backward_time: 29.5655155182, weight_update_time: 0.0700004250, other_time: 1.8421287537
epoch time: 4.5840559006s, input_fired_time: 0.0949444771, output_fired_time: 0.0000000000, propagate_forward_time: 4.1615324020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275790215
validation[          , genome  6129] predictions:    9669/  10000 (96.69%), best:    9696/10000 (96.96%), error:      1114.91064, best error:       970.18359 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.5535926819s, input_fired_time: 0.8856738210, output_fired_time: 0.5921930671, propagate_forward_time: 20.7134342194, propagate_backward_time: 29.5144901276, weight_update_time: 0.0730140656, other_time: 1.8478012085
epoch time: 4.5841460228s, input_fired_time: 0.0960276723, output_fired_time: 0.0000000000, propagate_forward_time: 4.1558670998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322510719
validation[          , genome  6129] predictions:    9646/  10000 (96.46%), best:    9696/10000 (96.96%), error:      1079.91870, best error:       970.18359 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.5402946472s, input_fired_time: 0.8804909587, output_fired_time: 0.5956760645, propagate_forward_time: 20.7490062714, propagate_backward_time: 29.4610443115, weight_update_time: 0.0704687610, other_time: 1.8540782928
epoch time: 4.5671291351s, input_fired_time: 0.0947096273, output_fired_time: 0.0000000000, propagate_forward_time: 4.1451940536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272256851
validation[          , genome  6129] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       963.15173, best error:       963.15173 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.1906280518s, input_fired_time: 0.8901894093, output_fired_time: 0.5967431664, propagate_forward_time: 20.9700050354, propagate_backward_time: 29.8541450500, weight_update_time: 0.0733121559, other_time: 1.8795433044
epoch time: 4.5608773232s, input_fired_time: 0.1021879762, output_fired_time: 0.0000000000, propagate_forward_time: 4.1339554787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247337341
validation[          , genome  6129] predictions:    9657/  10000 (96.57%), best:    9707/10000 (97.07%), error:      1100.46509, best error:       963.15173 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.4350051880s, input_fired_time: 0.8789535165, output_fired_time: 0.5910900831, propagate_forward_time: 20.7508220673, propagate_backward_time: 29.3674964905, weight_update_time: 0.0718926787, other_time: 1.8466434479
epoch time: 4.5773344040s, input_fired_time: 0.0931748152, output_fired_time: 0.0000000000, propagate_forward_time: 4.1475944519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365650177
validation[          , genome  6129] predictions:    9611/  10000 (96.11%), best:    9707/10000 (97.07%), error:      1343.87427, best error:       963.15173 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.8367767334s, input_fired_time: 0.8836786151, output_fired_time: 0.5952533484, propagate_forward_time: 20.9006958008, propagate_backward_time: 29.5928840637, weight_update_time: 0.0718706846, other_time: 1.8642654419
epoch time: 4.5533456802s, input_fired_time: 0.0925585702, output_fired_time: 0.0000000000, propagate_forward_time: 4.1342101097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265771866
validation[          , genome  6129] predictions:    9592/  10000 (95.92%), best:    9707/10000 (97.07%), error:      1320.44397, best error:       963.15173 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 54.1239356995s, input_fired_time: 0.8739663959, output_fired_time: 0.5940491557, propagate_forward_time: 21.0174484253, propagate_backward_time: 29.7599487305, weight_update_time: 0.0721390918, other_time: 1.8785247803
epoch time: 4.5560188293s, input_fired_time: 0.0885926709, output_fired_time: 0.0000000000, propagate_forward_time: 4.1428422928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245840073
validation[          , genome  6129] predictions:    9543/  10000 (95.43%), best:    9707/10000 (97.07%), error:      1502.81030, best error:       963.15173 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.6040954590s, input_fired_time: 0.8526073098, output_fired_time: 0.5923416018, propagate_forward_time: 20.7704277039, propagate_backward_time: 29.5396747589, weight_update_time: 0.0716471821, other_time: 1.8490428925
epoch time: 4.6084384918s, input_fired_time: 0.0896399021, output_fired_time: 0.0000000000, propagate_forward_time: 4.1857528687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3330459595
validation[          , genome  6129] predictions:    9542/  10000 (95.42%), best:    9707/10000 (97.07%), error:      1539.93506, best error:       963.15173 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.4651489258s, input_fired_time: 0.8542273045, output_fired_time: 0.5931387544, propagate_forward_time: 20.7286548615, propagate_backward_time: 29.4296207428, weight_update_time: 0.0711667091, other_time: 1.8595046997
epoch time: 4.5332584381s, input_fired_time: 0.0878577232, output_fired_time: 0.0000000000, propagate_forward_time: 4.1247873306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206133842
validation[          , genome  6129] predictions:    9547/  10000 (95.47%), best:    9707/10000 (97.07%), error:      1534.67090, best error:       963.15173 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.6045150757s, input_fired_time: 0.8557173014, output_fired_time: 0.6066315770, propagate_forward_time: 20.7868556976, propagate_backward_time: 29.4854774475, weight_update_time: 0.0708086938, other_time: 1.8698329926
epoch time: 4.6474337578s, input_fired_time: 0.1070957556, output_fired_time: 0.0000000000, propagate_forward_time: 4.2018747330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384633064
validation[          , genome  6129] predictions:    9595/  10000 (95.95%), best:    9707/10000 (97.07%), error:      1367.99731, best error:       963.15173 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.7125396729s, input_fired_time: 0.8583644629, output_fired_time: 0.5914328694, propagate_forward_time: 20.8022403717, propagate_backward_time: 29.5582866669, weight_update_time: 0.0727755353, other_time: 1.9022140503
epoch time: 4.5673341751s, input_fired_time: 0.0904563442, output_fired_time: 0.0000000000, propagate_forward_time: 4.1500968933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267807961
validation[          , genome  6129] predictions:    9604/  10000 (96.04%), best:    9707/10000 (97.07%), error:      1344.69836, best error:       963.15173 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.4617042542s, input_fired_time: 0.8440306187, output_fired_time: 0.5920374990, propagate_forward_time: 20.7153320312, propagate_backward_time: 29.4496536255, weight_update_time: 0.0722591430, other_time: 1.8606491089
epoch time: 4.5604529381s, input_fired_time: 0.0867496803, output_fired_time: 0.0000000000, propagate_forward_time: 4.1488523483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248510361
validation[          , genome  6129] predictions:    9589/  10000 (95.89%), best:    9707/10000 (97.07%), error:      1407.22595, best error:       963.15173 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.4493522644s, input_fired_time: 0.8406806588, output_fired_time: 0.5913638473, propagate_forward_time: 20.6800365448, propagate_backward_time: 29.4880466461, weight_update_time: 0.0716463253, other_time: 1.8492279053
epoch time: 4.5578327179s, input_fired_time: 0.0859410241, output_fired_time: 0.0000000000, propagate_forward_time: 4.1491103172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227815628
validation[          , genome  6129] predictions:    9633/  10000 (96.33%), best:    9707/10000 (97.07%), error:      1311.83484, best error:       963.15173 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.3881340027s, input_fired_time: 0.8394314647, output_fired_time: 0.5911309719, propagate_forward_time: 20.7108345032, propagate_backward_time: 29.3898429871, weight_update_time: 0.0957828462, other_time: 1.8568954468
epoch time: 4.5739259720s, input_fired_time: 0.0868440047, output_fired_time: 0.0000000000, propagate_forward_time: 4.1579151154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3291668892
validation[          , genome  6129] predictions:    9593/  10000 (95.93%), best:    9707/10000 (97.07%), error:      1326.31543, best error:       963.15173 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.4537162781s, input_fired_time: 0.8441510201, output_fired_time: 0.6124013662, propagate_forward_time: 20.7437801361, propagate_backward_time: 29.3985176086, weight_update_time: 0.0714032799, other_time: 1.8548679352
epoch time: 4.5994277000s, input_fired_time: 0.0882434174, output_fired_time: 0.0000000000, propagate_forward_time: 4.1771326065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340516090
validation[          , genome  6129] predictions:    9602/  10000 (96.02%), best:    9707/10000 (97.07%), error:      1328.76172, best error:       963.15173 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.4435081482s, input_fired_time: 0.8460873961, output_fired_time: 0.5914065838, propagate_forward_time: 20.7854804993, propagate_backward_time: 29.3744926453, weight_update_time: 0.0732126608, other_time: 1.8460388184
epoch time: 4.5442867279s, input_fired_time: 0.0868668109, output_fired_time: 0.0000000000, propagate_forward_time: 4.1356430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217768669
validation[          , genome  6129] predictions:    9619/  10000 (96.19%), best:    9707/10000 (97.07%), error:      1289.83325, best error:       963.15173 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.4745140076s, input_fired_time: 0.8391048908, output_fired_time: 0.5926020145, propagate_forward_time: 20.7793140411, propagate_backward_time: 29.4256076813, weight_update_time: 0.0723969862, other_time: 1.8378868103
epoch time: 4.5603051186s, input_fired_time: 0.0870508999, output_fired_time: 0.0000000000, propagate_forward_time: 4.1490583420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3241958618
validation[          , genome  6129] predictions:    9621/  10000 (96.21%), best:    9707/10000 (97.07%), error:      1266.15479, best error:       963.15173 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.4575042725s, input_fired_time: 0.8379573822, output_fired_time: 0.5918568969, propagate_forward_time: 20.7136268616, propagate_backward_time: 29.4660930634, weight_update_time: 0.0713923946, other_time: 1.8479671478
epoch time: 4.5446534157s, input_fired_time: 0.0870681256, output_fired_time: 0.0000000000, propagate_forward_time: 4.1333131790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3242721558
validation[          , genome  6129] predictions:    9635/  10000 (96.35%), best:    9707/10000 (97.07%), error:      1230.44617, best error:       963.15173 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.3589935303s, input_fired_time: 0.8443852067, output_fired_time: 0.6152828336, propagate_forward_time: 20.6874637604, propagate_backward_time: 29.3651447296, weight_update_time: 0.0735764056, other_time: 1.8467140198
epoch time: 4.5487713814s, input_fired_time: 0.0866322741, output_fired_time: 0.0000000000, propagate_forward_time: 4.1385555267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235836029
validation[          , genome  6129] predictions:    9610/  10000 (96.10%), best:    9707/10000 (97.07%), error:      1316.60718, best error:       963.15173 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.6044502258s, input_fired_time: 0.8453798890, output_fired_time: 0.5920737982, propagate_forward_time: 20.8284149170, propagate_backward_time: 29.4935092926, weight_update_time: 0.0735536814, other_time: 1.8450717926
epoch time: 4.5738644600s, input_fired_time: 0.0867478102, output_fired_time: 0.0000000000, propagate_forward_time: 4.1590232849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280935287
validation[          , genome  6129] predictions:    9568/  10000 (95.68%), best:    9707/10000 (97.07%), error:      1453.34436, best error:       963.15173 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.4022026062s, input_fired_time: 0.8383992910, output_fired_time: 0.5908620954, propagate_forward_time: 20.7325019836, propagate_backward_time: 29.3812770844, weight_update_time: 0.0700182319, other_time: 1.8591632843
epoch time: 4.5341563225s, input_fired_time: 0.0860785395, output_fired_time: 0.0000000000, propagate_forward_time: 4.1263542175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3217234612
validation[          , genome  6129] predictions:    9627/  10000 (96.27%), best:    9707/10000 (97.07%), error:      1221.70447, best error:       963.15173 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.9768791199s, input_fired_time: 0.8712957501, output_fired_time: 0.5936072469, propagate_forward_time: 20.8734817505, propagate_backward_time: 29.7414875031, weight_update_time: 0.0718119889, other_time: 1.8970050812
epoch time: 4.5429606438s, input_fired_time: 0.0865348205, output_fired_time: 0.0000000000, propagate_forward_time: 4.1307077408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3257179260
validation[          , genome  6129] predictions:    9630/  10000 (96.30%), best:    9707/10000 (97.07%), error:      1233.29468, best error:       963.15173 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.6003112793s, input_fired_time: 0.8493335843, output_fired_time: 0.5936672688, propagate_forward_time: 20.7540283203, propagate_backward_time: 29.5418987274, weight_update_time: 0.0729423836, other_time: 1.8613834381
epoch time: 4.5560884476s, input_fired_time: 0.0884948596, output_fired_time: 0.0000000000, propagate_forward_time: 4.1406173706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269762993
validation[          , genome  6129] predictions:    9614/  10000 (96.14%), best:    9707/10000 (97.07%), error:      1289.58362, best error:       963.15173 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.6865234375s, input_fired_time: 0.8433472514, output_fired_time: 0.5919045210, propagate_forward_time: 20.8164100647, propagate_backward_time: 29.5503082275, weight_update_time: 0.0717875436, other_time: 1.8845558167
epoch time: 4.5583434105s, input_fired_time: 0.0886937380, output_fired_time: 0.0000000000, propagate_forward_time: 4.1406607628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289890289
validation[          , genome  6129] predictions:    9621/  10000 (96.21%), best:    9707/10000 (97.07%), error:      1293.46216, best error:       963.15173 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.1629638672s, input_fired_time: 0.8469417691, output_fired_time: 0.5907790661, propagate_forward_time: 20.6157474518, propagate_backward_time: 29.2698135376, weight_update_time: 0.0734904036, other_time: 1.8396816254
epoch time: 4.5980849266s, input_fired_time: 0.0892583802, output_fired_time: 0.0000000000, propagate_forward_time: 4.1679258347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409008980
validation[          , genome  6129] predictions:    9594/  10000 (95.94%), best:    9707/10000 (97.07%), error:      1306.21997, best error:       963.15173 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.8432540894s, input_fired_time: 0.8537291884, output_fired_time: 0.5962555408, propagate_forward_time: 20.8370151520, propagate_backward_time: 29.6771183014, weight_update_time: 0.0714452416, other_time: 1.8791351318
epoch time: 4.5586404800s, input_fired_time: 0.0877182707, output_fired_time: 0.0000000000, propagate_forward_time: 4.1446032524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263187408
validation[          , genome  6129] predictions:    9632/  10000 (96.32%), best:    9707/10000 (97.07%), error:      1230.93945, best error:       963.15173 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 54.8999595642s, input_fired_time: 0.8653833270, output_fired_time: 0.6639530659, propagate_forward_time: 21.1550483704, propagate_backward_time: 30.2560901642, weight_update_time: 0.0727880076, other_time: 1.9594860077
epoch time: 4.5848612785s, input_fired_time: 0.0889715180, output_fired_time: 0.0000000000, propagate_forward_time: 4.1657500267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301396370
validation[          , genome  6129] predictions:    9645/  10000 (96.45%), best:    9707/10000 (97.07%), error:      1258.44495, best error:       963.15173 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.4301719666s, input_fired_time: 0.8473590016, output_fired_time: 0.5912576914, propagate_forward_time: 20.6872787476, propagate_backward_time: 29.4606876373, weight_update_time: 0.0718584061, other_time: 1.8435878754
epoch time: 4.5629467964s, input_fired_time: 0.0885239393, output_fired_time: 0.0000000000, propagate_forward_time: 4.1475124359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269104958
validation[          , genome  6129] predictions:    9614/  10000 (96.14%), best:    9707/10000 (97.07%), error:      1282.36475, best error:       963.15173 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.4662170410s, input_fired_time: 0.8589481711, output_fired_time: 0.5963906050, propagate_forward_time: 20.7458286285, propagate_backward_time: 29.4074020386, weight_update_time: 0.0734467059, other_time: 1.8576488495
epoch time: 4.5533857346s, input_fired_time: 0.0880272165, output_fired_time: 0.0000000000, propagate_forward_time: 4.1408891678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244695663
validation[          , genome  6129] predictions:    9619/  10000 (96.19%), best:    9707/10000 (97.07%), error:      1259.66199, best error:       963.15173 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.4680633545s, input_fired_time: 0.8441063166, output_fired_time: 0.5987131000, propagate_forward_time: 20.7218685150, propagate_backward_time: 29.4514293671, weight_update_time: 0.0720232502, other_time: 1.8519477844
epoch time: 4.5603804588s, input_fired_time: 0.0872533470, output_fired_time: 0.0000000000, propagate_forward_time: 4.1456170082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275098801
validation[          , genome  6129] predictions:    9634/  10000 (96.34%), best:    9707/10000 (97.07%), error:      1220.53809, best error:       963.15173 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.5477371216s, input_fired_time: 0.8469011188, output_fired_time: 0.5939323306, propagate_forward_time: 20.7433528900, propagate_backward_time: 29.5191764832, weight_update_time: 0.0715593249, other_time: 1.8443737030
epoch time: 4.5580286980s, input_fired_time: 0.0898861364, output_fired_time: 0.0000000000, propagate_forward_time: 4.1420116425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261308670
validation[          , genome  6129] predictions:    9654/  10000 (96.54%), best:    9707/10000 (97.07%), error:      1170.67334, best error:       963.15173 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.3446044922s, input_fired_time: 0.8473087549, output_fired_time: 0.5944411755, propagate_forward_time: 20.7085456848, propagate_backward_time: 29.3552780151, weight_update_time: 0.0721336082, other_time: 1.8390312195
epoch time: 4.5779852867s, input_fired_time: 0.0890216455, output_fired_time: 0.0000000000, propagate_forward_time: 4.1575617790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314018250
validation[          , genome  6129] predictions:    9635/  10000 (96.35%), best:    9707/10000 (97.07%), error:      1232.57336, best error:       963.15173 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.3275985718s, input_fired_time: 0.8475664854, output_fired_time: 0.5907746553, propagate_forward_time: 20.6661605835, propagate_backward_time: 29.3668975830, weight_update_time: 0.0710801855, other_time: 1.8562011719
epoch time: 4.5877814293s, input_fired_time: 0.0909759551, output_fired_time: 0.0000000000, propagate_forward_time: 4.1698565483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269491196
validation[          , genome  6129] predictions:    9634/  10000 (96.34%), best:    9707/10000 (97.07%), error:      1259.77820, best error:       963.15173 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.7713165283s, input_fired_time: 0.8572503924, output_fired_time: 0.5951107144, propagate_forward_time: 20.8115005493, propagate_backward_time: 29.6186332703, weight_update_time: 0.0699703842, other_time: 1.8888206482
epoch time: 4.7123565674s, input_fired_time: 0.0935786217, output_fired_time: 0.0000000000, propagate_forward_time: 4.2743644714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444132805
validation[          , genome  6129] predictions:    9658/  10000 (96.58%), best:    9707/10000 (97.07%), error:      1203.03369, best error:       963.15173 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.4536323547s, input_fired_time: 0.8544647098, output_fired_time: 0.5973464251, propagate_forward_time: 20.7006072998, propagate_backward_time: 29.4321613312, weight_update_time: 0.0722301900, other_time: 1.8690509796
epoch time: 4.5576848984s, input_fired_time: 0.0889375806, output_fired_time: 0.0000000000, propagate_forward_time: 4.1435179710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3252291679
validation[          , genome  6129] predictions:    9652/  10000 (96.52%), best:    9707/10000 (97.07%), error:      1228.41687, best error:       963.15173 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.9644432068s, input_fired_time: 0.8804830909, output_fired_time: 0.6034933329, propagate_forward_time: 20.7987232208, propagate_backward_time: 29.8143081665, weight_update_time: 0.0711039454, other_time: 1.8674373627
epoch time: 4.5689272881s, input_fired_time: 0.0885932297, output_fired_time: 0.0000000000, propagate_forward_time: 4.1508588791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294754028
validation[          , genome  6129] predictions:    9642/  10000 (96.42%), best:    9707/10000 (97.07%), error:      1259.91077, best error:       963.15173 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.7486839294s, input_fired_time: 0.8534857035, output_fired_time: 0.5927302241, propagate_forward_time: 20.9080524445, propagate_backward_time: 29.5108814240, weight_update_time: 0.0893898681, other_time: 1.8835334778
epoch time: 4.5551934242s, input_fired_time: 0.0880894288, output_fired_time: 0.0000000000, propagate_forward_time: 4.1435313225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235726357
validation[          , genome  6129] predictions:    9637/  10000 (96.37%), best:    9707/10000 (97.07%), error:      1224.73596, best error:       963.15173 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.2988243103s, input_fired_time: 0.8509389758, output_fired_time: 0.5927540660, propagate_forward_time: 20.6674594879, propagate_backward_time: 29.3509502411, weight_update_time: 0.0735680610, other_time: 1.8367195129
epoch time: 4.5645418167s, input_fired_time: 0.0883917660, output_fired_time: 0.0000000000, propagate_forward_time: 4.1501646042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259854317
validation[          , genome  6129] predictions:    9636/  10000 (96.36%), best:    9707/10000 (97.07%), error:      1280.62451, best error:       963.15173 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.1179237366s, input_fired_time: 0.8474901915, output_fired_time: 0.5897368789, propagate_forward_time: 20.6000022888, propagate_backward_time: 29.2549648285, weight_update_time: 0.0731686652, other_time: 1.8257312775
epoch time: 4.5824389458s, input_fired_time: 0.0887192115, output_fired_time: 0.0000000000, propagate_forward_time: 4.1632204056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304991722
validation[          , genome  6129] predictions:    9630/  10000 (96.30%), best:    9707/10000 (97.07%), error:      1232.21240, best error:       963.15173 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.4275283813s, input_fired_time: 0.8505183458, output_fired_time: 0.5931575894, propagate_forward_time: 20.7029418945, propagate_backward_time: 29.4222774506, weight_update_time: 0.0714117885, other_time: 1.8586330414
epoch time: 4.5421457291s, input_fired_time: 0.0877156407, output_fired_time: 0.0000000000, propagate_forward_time: 4.1325073242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3219227791
validation[          , genome  6129] predictions:    9639/  10000 (96.39%), best:    9707/10000 (97.07%), error:      1200.12537, best error:       963.15173 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.5101242065s, input_fired_time: 0.8552764058, output_fired_time: 0.5926494002, propagate_forward_time: 20.7367134094, propagate_backward_time: 29.4588642120, weight_update_time: 0.0726635605, other_time: 1.8666210175
epoch time: 4.5617403984s, input_fired_time: 0.0959119797, output_fired_time: 0.0000000000, propagate_forward_time: 4.1381936073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276348114
validation[          , genome  6129] predictions:    9605/  10000 (96.05%), best:    9707/10000 (97.07%), error:      1313.91187, best error:       963.15173 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.4171333313s, input_fired_time: 0.8441395760, output_fired_time: 0.5930742025, propagate_forward_time: 20.7265796661, propagate_backward_time: 29.4109172821, weight_update_time: 0.0693571642, other_time: 1.8424224854
epoch time: 4.5588598251s, input_fired_time: 0.0877328441, output_fired_time: 0.0000000000, propagate_forward_time: 4.1440773010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270497322
validation[          , genome  6129] predictions:    9558/  10000 (95.58%), best:    9707/10000 (97.07%), error:      1461.02527, best error:       963.15173 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.3636436462s, input_fired_time: 0.8417545557, output_fired_time: 0.5923029780, propagate_forward_time: 20.7137298584, propagate_backward_time: 29.3786106110, weight_update_time: 0.0695514381, other_time: 1.8372440338
epoch time: 4.5468201637s, input_fired_time: 0.0869207606, output_fired_time: 0.0000000000, propagate_forward_time: 4.1342287064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256707191
validation[          , genome  6129] predictions:    9615/  10000 (96.15%), best:    9707/10000 (97.07%), error:      1289.88477, best error:       963.15173 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.4916381836s, input_fired_time: 0.8539273739, output_fired_time: 0.5915969014, propagate_forward_time: 20.7252407074, propagate_backward_time: 29.4697513580, weight_update_time: 0.0724579245, other_time: 1.8511199951
epoch time: 4.5863299370s, input_fired_time: 0.0889177695, output_fired_time: 0.0000000000, propagate_forward_time: 4.1677403450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296718597
validation[          , genome  6129] predictions:    9577/  10000 (95.77%), best:    9707/10000 (97.07%), error:      1424.68311, best error:       963.15173 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.3991088867s, input_fired_time: 0.8674342036, output_fired_time: 0.5909767747, propagate_forward_time: 20.6938037872, propagate_backward_time: 29.4019527435, weight_update_time: 0.0725740194, other_time: 1.8449401855
epoch time: 4.5738215446s, input_fired_time: 0.0872372761, output_fired_time: 0.0000000000, propagate_forward_time: 4.1462750435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3403091431
validation[          , genome  6129] predictions:    9598/  10000 (95.98%), best:    9707/10000 (97.07%), error:      1341.66479, best error:       963.15173 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.3463211060s, input_fired_time: 0.8465437293, output_fired_time: 0.5923436880, propagate_forward_time: 20.6904525757, propagate_backward_time: 29.3710002899, weight_update_time: 0.0706607327, other_time: 1.8459835052
epoch time: 4.5536584854s, input_fired_time: 0.0880133510, output_fired_time: 0.0000000000, propagate_forward_time: 4.1375837326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280615807
validation[          , genome  6129] predictions:    9648/  10000 (96.48%), best:    9707/10000 (97.07%), error:      1213.66077, best error:       963.15173 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.5618667603s, input_fired_time: 0.8462778330, output_fired_time: 0.5953834057, propagate_forward_time: 20.7589130402, propagate_backward_time: 29.5039539337, weight_update_time: 0.0701821297, other_time: 1.8573379517
epoch time: 4.5875406265s, input_fired_time: 0.0874876603, output_fired_time: 0.0000000000, propagate_forward_time: 4.1725683212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274846077
validation[          , genome  6129] predictions:    9631/  10000 (96.31%), best:    9707/10000 (97.07%), error:      1289.74292, best error:       963.15173 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.6239356995s, input_fired_time: 0.8421143889, output_fired_time: 0.5922821760, propagate_forward_time: 20.7481174469, propagate_backward_time: 29.5857639313, weight_update_time: 0.0699824542, other_time: 1.8556594849
epoch time: 4.5987086296s, input_fired_time: 0.0893067792, output_fired_time: 0.0000000000, propagate_forward_time: 4.1748514175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345503807
validation[          , genome  6129] predictions:    9599/  10000 (95.99%), best:    9707/10000 (97.07%), error:      1369.72070, best error:       963.15173 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.7603454590s, input_fired_time: 0.8511906266, output_fired_time: 0.5962760448, propagate_forward_time: 20.8342227936, propagate_backward_time: 29.5998401642, weight_update_time: 0.0700308979, other_time: 1.8788146973
epoch time: 4.5861191750s, input_fired_time: 0.0874920934, output_fired_time: 0.0000000000, propagate_forward_time: 4.1683297157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302974701
validation[          , genome  6129] predictions:    9623/  10000 (96.23%), best:    9707/10000 (97.07%), error:      1284.35181, best error:       963.15173 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.4109878540s, input_fired_time: 0.8532222509, output_fired_time: 0.5924314260, propagate_forward_time: 20.6946849823, propagate_backward_time: 29.4247188568, weight_update_time: 0.0715582445, other_time: 1.8459320068
epoch time: 4.5897674561s, input_fired_time: 0.0886789858, output_fired_time: 0.0000000000, propagate_forward_time: 4.1754755974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256130219
validation[          , genome  6129] predictions:    9616/  10000 (96.16%), best:    9707/10000 (97.07%), error:      1298.52808, best error:       963.15173 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.4119186401s, input_fired_time: 0.8431707621, output_fired_time: 0.5917294621, propagate_forward_time: 20.7371711731, propagate_backward_time: 29.3964443207, weight_update_time: 0.0699865073, other_time: 1.8434047699
epoch time: 4.5423874855s, input_fired_time: 0.0875850841, output_fired_time: 0.0000000000, propagate_forward_time: 4.1281104088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266921043
validation[          , genome  6129] predictions:    9621/  10000 (96.21%), best:    9707/10000 (97.07%), error:      1272.40491, best error:       963.15173 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.4710159302s, input_fired_time: 0.8449814916, output_fired_time: 0.5948685408, propagate_forward_time: 20.7298450470, propagate_backward_time: 29.4534168243, weight_update_time: 0.0698437542, other_time: 1.8479042053
epoch time: 4.5817451477s, input_fired_time: 0.0878567174, output_fired_time: 0.0000000000, propagate_forward_time: 4.1645174026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293709755
validation[          , genome  6129] predictions:    9629/  10000 (96.29%), best:    9707/10000 (97.07%), error:      1268.99316, best error:       963.15173 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.5883560181s, input_fired_time: 0.8450166583, output_fired_time: 0.5938764811, propagate_forward_time: 20.7122001648, propagate_backward_time: 29.5779457092, weight_update_time: 0.0695486069, other_time: 1.8593177795
epoch time: 4.5809373856s, input_fired_time: 0.0885690227, output_fired_time: 0.0000000000, propagate_forward_time: 4.1634616852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289065361
validation[          , genome  6129] predictions:    9631/  10000 (96.31%), best:    9707/10000 (97.07%), error:      1248.61389, best error:       963.15173 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.3495025635s, input_fired_time: 0.8458023071, output_fired_time: 0.5904146433, propagate_forward_time: 20.6937942505, propagate_backward_time: 29.3775157928, weight_update_time: 0.0729801953, other_time: 1.8419742584
epoch time: 4.5757222176s, input_fired_time: 0.0888374597, output_fired_time: 0.0000000000, propagate_forward_time: 4.1610589027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3258256912
validation[          , genome  6129] predictions:    9616/  10000 (96.16%), best:    9707/10000 (97.07%), error:      1277.75037, best error:       963.15173 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.4300422668s, input_fired_time: 0.8443982005, output_fired_time: 0.5918444991, propagate_forward_time: 20.7003440857, propagate_backward_time: 29.4245872498, weight_update_time: 0.0707911849, other_time: 1.8688697815
epoch time: 4.5498218536s, input_fired_time: 0.0870141983, output_fired_time: 0.0000000000, propagate_forward_time: 4.1359605789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268470764
validation[          , genome  6129] predictions:    9619/  10000 (96.19%), best:    9707/10000 (97.07%), error:      1313.69019, best error:       963.15173 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.7047195435s, input_fired_time: 0.8585340977, output_fired_time: 0.5896527767, propagate_forward_time: 20.9917030334, propagate_backward_time: 29.4198436737, weight_update_time: 0.0712213665, other_time: 1.8449840546
epoch time: 4.5946311951s, input_fired_time: 0.0873069167, output_fired_time: 0.0000000000, propagate_forward_time: 4.1821613312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3251628876
validation[          , genome  6129] predictions:    9642/  10000 (96.42%), best:    9707/10000 (97.07%), error:      1237.74500, best error:       963.15173 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.3120460510s, input_fired_time: 0.8442188501, output_fired_time: 0.5908950567, propagate_forward_time: 20.6456718445, propagate_backward_time: 29.3898258209, weight_update_time: 0.0707724914, other_time: 1.8414325714
epoch time: 4.6260638237s, input_fired_time: 0.0939062685, output_fired_time: 0.0000000000, propagate_forward_time: 4.2047233582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274340630
validation[          , genome  6129] predictions:    9571/  10000 (95.71%), best:    9707/10000 (97.07%), error:      1439.12500, best error:       963.15173 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.7178077698s, input_fired_time: 0.8494565487, output_fired_time: 0.5930504799, propagate_forward_time: 20.8466014862, propagate_backward_time: 29.5827484131, weight_update_time: 0.0717932060, other_time: 1.8459491730
epoch time: 4.6137728691s, input_fired_time: 0.0880856663, output_fired_time: 0.0000000000, propagate_forward_time: 4.1966848373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290023804
validation[          , genome  6129] predictions:    9594/  10000 (95.94%), best:    9707/10000 (97.07%), error:      1337.68616, best error:       963.15173 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.5699615479s, input_fired_time: 0.8502178788, output_fired_time: 0.5924385190, propagate_forward_time: 20.7122039795, propagate_backward_time: 29.5518589020, weight_update_time: 0.0720117018, other_time: 1.8632411957
epoch time: 4.5475215912s, input_fired_time: 0.0893185139, output_fired_time: 0.0000000000, propagate_forward_time: 4.1353225708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228807449
validation[          , genome  6129] predictions:    9628/  10000 (96.28%), best:    9707/10000 (97.07%), error:      1244.86389, best error:       963.15173 on epoch:    44, 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: 23.0472717285s, input_fired_time: 0.4780002534, output_fired_time: 0.0000000000, propagate_forward_time: 20.8751068115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6941642761
best training[          , genome  6129] predictions:   49095/  50000 (98.19%), best:    9707/10000 (97.07%), error:      3219.36401, best error:       963.15173 on epoch:    44, 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: 4.5520896912s, input_fired_time: 0.0927419066, output_fired_time: 0.0000000000, propagate_forward_time: 4.1317105293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3276371956
   testing[          , genome  6129] predictions:    9728/  10000 (97.28%), best:    9707/10000 (97.07%), error:       881.22498, best error:       963.15173 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:00:26 (9377): called boinc_finish(0)

</stderr_txt>
]]>