Nameexact_genome_1512568488_41_5824_0
Workunit2600416
Created7 Dec 2017, 16:37:39 UTC
Sent7 Dec 2017, 16:41:34 UTC
Report deadline14 Dec 2017, 3:07:31 UTC
Received9 Dec 2017, 2:07:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time3 hours 12 min 33 sec
CPU time3 hours 12 min 9 sec
Validate stateValid
Credit1,608.67
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.64 MB
Peak swap size157.37 MB
Peak disk usage1.63 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
.8854722977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310411453
validation[          , genome  5824] predictions:    9420/  10000 (94.20%), best:    9655/10000 (96.55%), error:      1899.53491, best error:      1177.18677 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 104.6618194580s, input_fired_time: 1.2920823097, output_fired_time: 1.1980638504, propagate_forward_time: 39.1374626160, propagate_backward_time: 60.1271057129, weight_update_time: 0.1344997287, other_time: 2.9071006775
epoch time: 8.5429115295s, input_fired_time: 0.1616788507, output_fired_time: 0.0000000000, propagate_forward_time: 7.8558468819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5253853798
validation[          , genome  5824] predictions:    9616/  10000 (96.16%), best:    9655/10000 (96.55%), error:      1275.77502, best error:      1177.18677 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 105.5494232178s, input_fired_time: 1.2946056128, output_fired_time: 1.2084243298, propagate_forward_time: 39.4858283997, propagate_backward_time: 60.6374473572, weight_update_time: 0.1354136467, other_time: 2.9231109619
epoch time: 8.6338720322s, input_fired_time: 0.1615017653, output_fired_time: 0.0000000000, propagate_forward_time: 7.9518203735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5205497742
validation[          , genome  5824] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1113.49866, best error:      1113.49866 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 105.1926803589s, input_fired_time: 1.2948464155, output_fired_time: 1.2025920153, propagate_forward_time: 39.3616714478, propagate_backward_time: 60.4294204712, weight_update_time: 0.1355555058, other_time: 2.9041519165
epoch time: 8.6010675430s, input_fired_time: 0.1607705504, output_fired_time: 0.0000000000, propagate_forward_time: 7.9300746918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102224350
validation[          , genome  5824] predictions:    9643/  10000 (96.43%), best:    9661/10000 (96.61%), error:      1206.46033, best error:      1113.49866 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 104.7134704590s, input_fired_time: 1.3013710976, output_fired_time: 1.2015370131, propagate_forward_time: 39.1984710693, propagate_backward_time: 60.0500373840, weight_update_time: 0.1359446198, other_time: 2.9620552063
epoch time: 8.6143693924s, input_fired_time: 0.1622589976, output_fired_time: 0.0000000000, propagate_forward_time: 7.9314107895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206995010
validation[          , genome  5824] predictions:    9633/  10000 (96.33%), best:    9661/10000 (96.61%), error:      1210.83325, best error:      1113.49866 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 105.2224731445s, input_fired_time: 1.3060244322, output_fired_time: 1.2042404413, propagate_forward_time: 39.3879585266, propagate_backward_time: 60.3666419983, weight_update_time: 0.1358934343, other_time: 2.9576110840
epoch time: 8.5635671616s, input_fired_time: 0.1619952619, output_fired_time: 0.0000000000, propagate_forward_time: 7.8797760010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217962265
validation[          , genome  5824] predictions:    9656/  10000 (96.56%), best:    9661/10000 (96.61%), error:      1123.17993, best error:      1113.49866 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 105.2464523315s, input_fired_time: 1.3045883179, output_fired_time: 1.2028657198, propagate_forward_time: 39.3281555176, propagate_backward_time: 60.4158363342, weight_update_time: 0.1369389296, other_time: 2.9950065613
epoch time: 8.5988988876s, input_fired_time: 0.1616865546, output_fired_time: 0.0000000000, propagate_forward_time: 7.9188156128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5183963776
validation[          , genome  5824] predictions:    9640/  10000 (96.40%), best:    9661/10000 (96.61%), error:      1245.65710, best error:      1113.49866 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 104.5145416260s, input_fired_time: 1.2925779819, output_fired_time: 1.1958683729, propagate_forward_time: 39.0012664795, propagate_backward_time: 60.0873069763, weight_update_time: 0.1353205144, other_time: 2.9375190735
epoch time: 8.3751478195s, input_fired_time: 0.1600476205, output_fired_time: 0.0000000000, propagate_forward_time: 7.6841769218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309233665
validation[          , genome  5824] predictions:    9666/  10000 (96.66%), best:    9666/10000 (96.66%), error:      1098.97498, best error:      1098.97498 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 105.6033096313s, input_fired_time: 1.2955585718, output_fired_time: 1.2106584311, propagate_forward_time: 39.5192298889, propagate_backward_time: 60.6605262756, weight_update_time: 0.1354397833, other_time: 2.9173431396
epoch time: 8.4379644394s, input_fired_time: 0.1602759808, output_fired_time: 0.0000000000, propagate_forward_time: 7.7496170998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5280709267
validation[          , genome  5824] predictions:    9597/  10000 (95.97%), best:    9666/10000 (96.66%), error:      1294.36133, best error:      1098.97498 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 105.2294387817s, input_fired_time: 1.2973947525, output_fired_time: 1.2028607130, propagate_forward_time: 39.3791084290, propagate_backward_time: 60.4336013794, weight_update_time: 0.1350890696, other_time: 2.9164772034
epoch time: 8.3311901093s, input_fired_time: 0.1597726494, output_fired_time: 0.0000000000, propagate_forward_time: 7.6536116600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178055763
validation[          , genome  5824] predictions:    9653/  10000 (96.53%), best:    9666/10000 (96.66%), error:      1172.18726, best error:      1098.97498 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 104.8279953003s, input_fired_time: 1.2991473675, output_fired_time: 1.2009612322, propagate_forward_time: 39.1892318726, propagate_backward_time: 60.1796798706, weight_update_time: 0.1354151964, other_time: 2.9589767456
epoch time: 8.6458101273s, input_fired_time: 0.1647196859, output_fired_time: 0.0000000000, propagate_forward_time: 7.9529109001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5281796455
validation[          , genome  5824] predictions:    9651/  10000 (96.51%), best:    9666/10000 (96.66%), error:      1132.60144, best error:      1098.97498 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 105.0147171021s, input_fired_time: 1.2960767746, output_fired_time: 1.2045376301, propagate_forward_time: 39.1966629028, propagate_backward_time: 60.3970184326, weight_update_time: 0.1350004077, other_time: 2.9204254150
epoch time: 8.5338249207s, input_fired_time: 0.1602053344, output_fired_time: 0.0000000000, propagate_forward_time: 7.8656811714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5079388618
validation[          , genome  5824] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1097.82410, best error:      1097.82410 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 105.4180374146s, input_fired_time: 1.3032906055, output_fired_time: 1.2040244341, propagate_forward_time: 39.4900054932, propagate_backward_time: 60.4869918823, weight_update_time: 0.1359512359, other_time: 2.9337234497
epoch time: 8.6040067673s, input_fired_time: 0.1644928157, output_fired_time: 0.0000000000, propagate_forward_time: 7.9203758240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5191383362
validation[          , genome  5824] predictions:    9577/  10000 (95.77%), best:    9665/10000 (96.65%), error:      1337.09558, best error:      1097.82410 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 105.1157913208s, input_fired_time: 1.3045945168, output_fired_time: 1.2073322535, propagate_forward_time: 39.3402900696, propagate_backward_time: 60.3257522583, weight_update_time: 0.1360639185, other_time: 2.9378242493
epoch time: 8.5656099319s, input_fired_time: 0.1636157036, output_fired_time: 0.0000000000, propagate_forward_time: 7.8810024261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209922791
validation[          , genome  5824] predictions:    9642/  10000 (96.42%), best:    9665/10000 (96.65%), error:      1161.55750, best error:      1097.82410 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 105.2635803223s, input_fired_time: 1.3042653799, output_fired_time: 1.2080811262, propagate_forward_time: 39.4938087463, propagate_backward_time: 60.3564147949, weight_update_time: 0.1348693967, other_time: 2.9010047913
epoch time: 8.3659801483s, input_fired_time: 0.1619578898, output_fired_time: 0.0000000000, propagate_forward_time: 7.6776871681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5263352394
validation[          , genome  5824] predictions:    9708/  10000 (97.08%), best:    9708/10000 (97.08%), error:       989.67969, best error:       989.67969 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 105.3585968018s, input_fired_time: 1.3066874743, output_fired_time: 1.2063616514, propagate_forward_time: 39.4395866394, propagate_backward_time: 60.4379463196, weight_update_time: 0.1366250366, other_time: 2.9680175781
epoch time: 8.5408744812s, input_fired_time: 0.1622512788, output_fired_time: 0.0000000000, propagate_forward_time: 7.8557472229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5228757858
validation[          , genome  5824] predictions:    9650/  10000 (96.50%), best:    9708/10000 (97.08%), error:      1163.13062, best error:       989.67969 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 105.3124008179s, input_fired_time: 1.3158217669, output_fired_time: 1.2121683359, propagate_forward_time: 39.3613243103, propagate_backward_time: 60.4187126160, weight_update_time: 0.1373776793, other_time: 3.0043792725
epoch time: 8.6215124130s, input_fired_time: 0.1646582335, output_fired_time: 0.0000000000, propagate_forward_time: 7.9192695618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375843048
validation[          , genome  5824] predictions:    9654/  10000 (96.54%), best:    9708/10000 (97.08%), error:      1154.54199, best error:       989.67969 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 104.8067474365s, input_fired_time: 1.3100793362, output_fired_time: 1.1989817619, propagate_forward_time: 39.2079734802, propagate_backward_time: 60.1111297607, weight_update_time: 0.1364689469, other_time: 2.9785804749
epoch time: 8.6380443573s, input_fired_time: 0.1653028280, output_fired_time: 0.0000000000, propagate_forward_time: 7.9516096115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211315155
validation[          , genome  5824] predictions:    9628/  10000 (96.28%), best:    9708/10000 (97.08%), error:      1184.08337, best error:       989.67969 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 105.4606781006s, input_fired_time: 1.3095567226, output_fired_time: 1.2075567245, propagate_forward_time: 39.4889030457, propagate_backward_time: 60.5207862854, weight_update_time: 0.1356010288, other_time: 2.9338760376
epoch time: 8.6316041946s, input_fired_time: 0.1656499505, output_fired_time: 0.0000000000, propagate_forward_time: 7.9413466454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246071815
validation[          , genome  5824] predictions:    9665/  10000 (96.65%), best:    9708/10000 (97.08%), error:      1113.00525, best error:       989.67969 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 105.2639160156s, input_fired_time: 1.3100136518, output_fired_time: 1.2048445940, propagate_forward_time: 39.3961601257, propagate_backward_time: 60.3890342712, weight_update_time: 0.1371078640, other_time: 2.9638671875
epoch time: 8.4935712814s, input_fired_time: 0.1631785184, output_fired_time: 0.0000000000, propagate_forward_time: 7.8064393997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239534378
validation[          , genome  5824] predictions:    9598/  10000 (95.98%), best:    9708/10000 (97.08%), error:      1342.26721, best error:       989.67969 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 105.6295776367s, input_fired_time: 1.3168483973, output_fired_time: 1.2089098692, propagate_forward_time: 39.5425300598, propagate_backward_time: 60.5935401917, weight_update_time: 0.1366578043, other_time: 2.9677505493
epoch time: 8.4932260513s, input_fired_time: 0.1652623266, output_fired_time: 0.0000000000, propagate_forward_time: 7.8033394814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246243477
validation[          , genome  5824] predictions:    9631/  10000 (96.31%), best:    9708/10000 (97.08%), error:      1193.00073, best error:       989.67969 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 105.1468353271s, input_fired_time: 1.3117692471, output_fired_time: 1.2070230246, propagate_forward_time: 39.3989295959, propagate_backward_time: 60.2858467102, weight_update_time: 0.1362195760, other_time: 2.9432678223
epoch time: 8.5986423492s, input_fired_time: 0.1652301252, output_fired_time: 0.0000000000, propagate_forward_time: 7.9048614502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285511017
validation[          , genome  5824] predictions:    9625/  10000 (96.25%), best:    9708/10000 (97.08%), error:      1242.87866, best error:       989.67969 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 105.5105590820s, input_fired_time: 1.3150459528, output_fired_time: 1.2094159126, propagate_forward_time: 39.4842338562, propagate_backward_time: 60.5546836853, weight_update_time: 0.1362241507, other_time: 2.9471740723
epoch time: 8.5746631622s, input_fired_time: 0.1638497561, output_fired_time: 0.0000000000, propagate_forward_time: 7.8883342743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5224790573
validation[          , genome  5824] predictions:    9668/  10000 (96.68%), best:    9708/10000 (97.08%), error:      1076.75879, best error:       989.67969 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 104.6720046997s, input_fired_time: 1.3065229654, output_fired_time: 1.2002830505, propagate_forward_time: 39.1205368042, propagate_backward_time: 60.1028633118, weight_update_time: 0.1353783309, other_time: 2.9417915344
epoch time: 8.5979738235s, input_fired_time: 0.1640862823, output_fired_time: 0.0000000000, propagate_forward_time: 7.9236655235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5102219582
validation[          , genome  5824] predictions:    9646/  10000 (96.46%), best:    9708/10000 (97.08%), error:      1083.61255, best error:       989.67969 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.7923126221s, input_fired_time: 1.3183109760, output_fired_time: 1.2060780525, propagate_forward_time: 39.1960639954, propagate_backward_time: 60.0813636780, weight_update_time: 0.1365661770, other_time: 2.9904937744
epoch time: 8.5726842880s, input_fired_time: 0.1660887152, output_fired_time: 0.0000000000, propagate_forward_time: 7.8780965805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284986496
validation[          , genome  5824] predictions:    9695/  10000 (96.95%), best:    9708/10000 (97.08%), error:       996.90857, best error:       989.67969 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.1841583252s, input_fired_time: 1.3120241165, output_fired_time: 1.2035610676, propagate_forward_time: 39.4135360718, propagate_backward_time: 60.3220367432, weight_update_time: 0.1358068734, other_time: 2.9329986572
epoch time: 7.9674453735s, input_fired_time: 0.1590687335, output_fired_time: 0.0000000000, propagate_forward_time: 7.2927813530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5155954361
validation[          , genome  5824] predictions:    9641/  10000 (96.41%), best:    9708/10000 (97.08%), error:      1183.49072, best error:       989.67969 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 105.2615127563s, input_fired_time: 1.3145072460, output_fired_time: 1.2053562403, propagate_forward_time: 39.3855171204, propagate_backward_time: 60.4091758728, weight_update_time: 0.1357101053, other_time: 2.9469604492
epoch time: 8.6252155304s, input_fired_time: 0.1645870507, output_fired_time: 0.0000000000, propagate_forward_time: 7.9380922318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225362778
validation[          , genome  5824] predictions:    9664/  10000 (96.64%), best:    9708/10000 (97.08%), error:      1123.14758, best error:       989.67969 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 104.2261734009s, input_fired_time: 1.3110476732, output_fired_time: 1.1976504326, propagate_forward_time: 38.9335861206, propagate_backward_time: 59.8257598877, weight_update_time: 0.1355432123, other_time: 2.9581298828
epoch time: 8.4903459549s, input_fired_time: 0.1641846448, output_fired_time: 0.0000000000, propagate_forward_time: 7.8018636703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5242977142
validation[          , genome  5824] predictions:    9678/  10000 (96.78%), best:    9708/10000 (97.08%), error:      1105.66321, best error:       989.67969 on epoch:    28, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 105.8985519409s, input_fired_time: 1.3232247829, output_fired_time: 1.2104698420, propagate_forward_time: 39.6377754211, propagate_backward_time: 60.7446708679, weight_update_time: 0.1371933967, other_time: 2.9824066162
epoch time: 8.6352634430s, input_fired_time: 0.1661297232, output_fired_time: 0.0000000000, propagate_forward_time: 7.9441270828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250062943
validation[          , genome  5824] predictions:    9661/  10000 (96.61%), best:    9708/10000 (97.08%), error:      1078.38306, best error:       989.67969 on epoch:    28, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 105.5755462646s, input_fired_time: 1.3183220625, output_fired_time: 1.2084282637, propagate_forward_time: 39.4440803528, propagate_backward_time: 60.6681022644, weight_update_time: 0.1353563219, other_time: 2.9366149902
epoch time: 8.6513662338s, input_fired_time: 0.1694146693, output_fired_time: 0.0000000000, propagate_forward_time: 7.9421811104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397706032
validation[          , genome  5824] predictions:    9663/  10000 (96.63%), best:    9708/10000 (97.08%), error:      1072.74475, best error:       989.67969 on epoch:    28, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 104.4819030762s, input_fired_time: 1.3081053495, output_fired_time: 1.1965272427, propagate_forward_time: 39.1951980591, propagate_backward_time: 59.8683319092, weight_update_time: 0.1350286156, other_time: 2.9137420654
epoch time: 8.4773426056s, input_fired_time: 0.1670891643, output_fired_time: 0.0000000000, propagate_forward_time: 7.7677068710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5425462723
validation[          , genome  5824] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       933.13684, best error:       933.13684 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 104.8943786621s, input_fired_time: 1.3154257536, output_fired_time: 1.2039246559, propagate_forward_time: 39.2540893555, propagate_backward_time: 60.1528167725, weight_update_time: 0.1365620792, other_time: 2.9681243896
epoch time: 8.6292743683s, input_fired_time: 0.1669764817, output_fired_time: 0.0000000000, propagate_forward_time: 7.9213595390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409379005
validation[          , genome  5824] predictions:    9683/  10000 (96.83%), best:    9716/10000 (97.16%), error:       991.64435, best error:       933.13684 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 105.1607742310s, input_fired_time: 1.3115980625, output_fired_time: 1.2036411762, propagate_forward_time: 39.3555603027, propagate_backward_time: 60.3537063599, weight_update_time: 0.1359374374, other_time: 2.9362640381
epoch time: 8.5559778214s, input_fired_time: 0.1670655906, output_fired_time: 0.0000000000, propagate_forward_time: 7.8578453064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310668945
validation[          , genome  5824] predictions:    9666/  10000 (96.66%), best:    9716/10000 (97.16%), error:      1064.35803, best error:       933.13684 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 105.3471603394s, input_fired_time: 1.3235825300, output_fired_time: 1.2076174021, propagate_forward_time: 39.4216613770, propagate_backward_time: 60.4106369019, weight_update_time: 0.1369087249, other_time: 2.9836578369
epoch time: 8.4245500565s, input_fired_time: 0.1659442931, output_fired_time: 0.0000000000, propagate_forward_time: 7.7275395393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5310664177
validation[          , genome  5824] predictions:    9659/  10000 (96.59%), best:    9716/10000 (97.16%), error:      1110.54846, best error:       933.13684 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 105.0428619385s, input_fired_time: 1.3150837421, output_fired_time: 1.2042014599, propagate_forward_time: 39.2282066345, propagate_backward_time: 60.3289489746, weight_update_time: 0.1363465488, other_time: 2.9664192200
epoch time: 8.5138301849s, input_fired_time: 0.1635297239, output_fired_time: 0.0000000000, propagate_forward_time: 7.8348493576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154514313
validation[          , genome  5824] predictions:    9664/  10000 (96.64%), best:    9716/10000 (97.16%), error:      1074.85242, best error:       933.13684 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 105.2098770142s, input_fired_time: 1.3178118467, output_fired_time: 1.2073760033, propagate_forward_time: 39.3297424316, propagate_backward_time: 60.4316940308, weight_update_time: 0.1347024590, other_time: 2.9232559204
epoch time: 8.5980901718s, input_fired_time: 0.1664353460, output_fired_time: 0.0000000000, propagate_forward_time: 7.9070978165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5245571136
validation[          , genome  5824] predictions:    9705/  10000 (97.05%), best:    9716/10000 (97.16%), error:       988.15686, best error:       933.13684 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 105.1792602539s, input_fired_time: 1.3207106590, output_fired_time: 1.2086571455, propagate_forward_time: 39.3209495544, propagate_backward_time: 60.3588790894, weight_update_time: 0.1357280165, other_time: 2.9700660706
epoch time: 8.5715150833s, input_fired_time: 0.1652971655, output_fired_time: 0.0000000000, propagate_forward_time: 7.8881630898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180544853
validation[          , genome  5824] predictions:    9659/  10000 (96.59%), best:    9716/10000 (97.16%), error:      1187.03381, best error:       933.13684 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 104.1559600830s, input_fired_time: 1.3161783218, output_fired_time: 1.1935461760, propagate_forward_time: 38.9016342163, propagate_backward_time: 59.7702674866, weight_update_time: 0.1358918995, other_time: 2.9743385315
epoch time: 8.4558753967s, input_fired_time: 0.1649577767, output_fired_time: 0.0000000000, propagate_forward_time: 7.7688612938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5220561028
validation[          , genome  5824] predictions:    9643/  10000 (96.43%), best:    9716/10000 (97.16%), error:      1146.70862, best error:       933.13684 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 105.1645050049s, input_fired_time: 1.3228056431, output_fired_time: 1.2021191120, propagate_forward_time: 39.2916793823, propagate_backward_time: 60.3784561157, weight_update_time: 0.1357863694, other_time: 2.9694442749
epoch time: 8.5647106171s, input_fired_time: 0.1633265018, output_fired_time: 0.0000000000, propagate_forward_time: 7.8857765198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5156078339
validation[          , genome  5824] predictions:    9661/  10000 (96.61%), best:    9716/10000 (97.16%), error:      1055.21899, best error:       933.13684 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 105.3784255981s, input_fired_time: 1.3167839050, output_fired_time: 1.2023886442, propagate_forward_time: 39.4419631958, propagate_backward_time: 60.4809417725, weight_update_time: 0.1354080439, other_time: 2.9363555908
epoch time: 8.3419971466s, input_fired_time: 0.1641820222, output_fired_time: 0.0000000000, propagate_forward_time: 7.6564331055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213823318
validation[          , genome  5824] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       924.76978, best error:       924.76978 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 105.3924026489s, input_fired_time: 1.3188192844, output_fired_time: 1.2036516666, propagate_forward_time: 39.4653320313, propagate_backward_time: 60.4769096375, weight_update_time: 0.1352145374, other_time: 2.9276924133
epoch time: 8.4418516159s, input_fired_time: 0.1632348448, output_fired_time: 0.0000000000, propagate_forward_time: 7.7694234848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091934204
validation[          , genome  5824] predictions:    9634/  10000 (96.34%), best:    9727/10000 (97.27%), error:      1206.02441, best error:       924.76978 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 104.5980758667s, input_fired_time: 1.3165124655, output_fired_time: 1.1983571053, propagate_forward_time: 39.0362701416, propagate_backward_time: 60.1115722656, weight_update_time: 0.1344931424, other_time: 2.9353637695
epoch time: 8.6123275757s, input_fired_time: 0.1658614129, output_fired_time: 0.0000000000, propagate_forward_time: 7.9283218384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181446075
validation[          , genome  5824] predictions:    9643/  10000 (96.43%), best:    9727/10000 (97.27%), error:      1206.88379, best error:       924.76978 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 105.6320266724s, input_fired_time: 1.3220212460, output_fired_time: 1.2026256323, propagate_forward_time: 39.5654716492, propagate_backward_time: 60.5999794006, weight_update_time: 0.1354966164, other_time: 2.9419250488
epoch time: 8.5614957809s, input_fired_time: 0.1649428755, output_fired_time: 0.0000000000, propagate_forward_time: 7.8734626770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5230903625
validation[          , genome  5824] predictions:    9648/  10000 (96.48%), best:    9727/10000 (97.27%), error:      1115.85205, best error:       924.76978 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 104.8966827393s, input_fired_time: 1.3215276003, output_fired_time: 1.1992825270, propagate_forward_time: 39.1350250244, propagate_backward_time: 60.2518157959, weight_update_time: 0.1361145973, other_time: 2.9890365601
epoch time: 8.6282234192s, input_fired_time: 0.1702983975, output_fired_time: 0.0000000000, propagate_forward_time: 7.9317102432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262145996
validation[          , genome  5824] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:       992.70721, best error:       924.76978 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 105.0250930786s, input_fired_time: 1.3167009354, output_fired_time: 1.2027031183, propagate_forward_time: 39.2715759277, propagate_backward_time: 60.3146591187, weight_update_time: 0.1346507818, other_time: 2.9194488525
epoch time: 8.5143775940s, input_fired_time: 0.1648491323, output_fired_time: 0.0000000000, propagate_forward_time: 7.8370366096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124917030
validation[          , genome  5824] predictions:    9656/  10000 (96.56%), best:    9727/10000 (97.27%), error:      1082.45691, best error:       924.76978 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 104.6441192627s, input_fired_time: 1.3111705780, output_fired_time: 1.1983236074, propagate_forward_time: 39.1931152344, propagate_backward_time: 60.0704574585, weight_update_time: 0.1335105598, other_time: 2.8710479736
epoch time: 8.5981340408s, input_fired_time: 0.1657825410, output_fired_time: 0.0000000000, propagate_forward_time: 7.9176478386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147032738
validation[          , genome  5824] predictions:    9668/  10000 (96.68%), best:    9727/10000 (97.27%), error:      1050.37219, best error:       924.76978 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 105.1372756958s, input_fired_time: 1.3178840876, output_fired_time: 1.2046847343, propagate_forward_time: 39.3732261658, propagate_backward_time: 60.3583450317, weight_update_time: 0.1337967813, other_time: 2.8831367493
epoch time: 8.4868793488s, input_fired_time: 0.1641948670, output_fired_time: 0.0000000000, propagate_forward_time: 7.8120479584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106363297
validation[          , genome  5824] predictions:    9594/  10000 (95.94%), best:    9727/10000 (97.27%), error:      1343.69971, best error:       924.76978 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 105.0991744995s, input_fired_time: 1.3123745918, output_fired_time: 1.2017570734, propagate_forward_time: 39.3142929077, propagate_backward_time: 60.4031562805, weight_update_time: 0.1336953938, other_time: 2.8675880432
epoch time: 8.6435146332s, input_fired_time: 0.1670830697, output_fired_time: 0.0000000000, propagate_forward_time: 7.9380035400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384283066
validation[          , genome  5824] predictions:    9672/  10000 (96.72%), best:    9727/10000 (97.27%), error:      1071.32837, best error:       924.76978 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 104.9934997559s, input_fired_time: 1.3132678270, output_fired_time: 1.1990920305, propagate_forward_time: 39.2348022461, propagate_backward_time: 60.3810348511, weight_update_time: 0.1335177273, other_time: 2.8653030396
epoch time: 8.6164417267s, input_fired_time: 0.1645896286, output_fired_time: 0.0000000000, propagate_forward_time: 7.9336938858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5181579590
validation[          , genome  5824] predictions:    9650/  10000 (96.50%), best:    9727/10000 (97.27%), error:      1179.73657, best error:       924.76978 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.2219238281s, input_fired_time: 1.3164665699, output_fired_time: 1.2009826899, propagate_forward_time: 39.4183654785, propagate_backward_time: 60.4075355530, weight_update_time: 0.1334972680, other_time: 2.8785743713
epoch time: 8.5628499985s, input_fired_time: 0.1671690196, output_fired_time: 0.0000000000, propagate_forward_time: 7.8781132698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5175681114
validation[          , genome  5824] predictions:    9684/  10000 (96.84%), best:    9727/10000 (97.27%), error:      1042.06250, best error:       924.76978 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 105.2429809570s, input_fired_time: 1.3205257654, output_fired_time: 1.2039444447, propagate_forward_time: 39.4325027466, propagate_backward_time: 60.3870544434, weight_update_time: 0.1336237639, other_time: 2.8989562988
epoch time: 8.6193294525s, input_fired_time: 0.1666027755, output_fired_time: 0.0000000000, propagate_forward_time: 7.9432411194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094852448
validation[          , genome  5824] predictions:    9690/  10000 (96.90%), best:    9727/10000 (97.27%), error:      1041.72827, best error:       924.76978 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 104.9186553955s, input_fired_time: 1.3193279505, output_fired_time: 1.2021439075, propagate_forward_time: 39.3062858582, propagate_backward_time: 60.2057952881, weight_update_time: 0.1336262375, other_time: 2.8851051331
epoch time: 8.5480289459s, input_fired_time: 0.1634821594, output_fired_time: 0.0000000000, propagate_forward_time: 7.8792252541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053219795
validation[          , genome  5824] predictions:    9670/  10000 (96.70%), best:    9727/10000 (97.27%), error:      1112.04114, best error:       924.76978 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 105.4771499634s, input_fired_time: 1.3196090460, output_fired_time: 1.2052532434, propagate_forward_time: 39.4800109863, propagate_backward_time: 60.5967369080, weight_update_time: 0.1335136145, other_time: 2.8755378723
epoch time: 8.5812444687s, input_fired_time: 0.1663037390, output_fired_time: 0.0000000000, propagate_forward_time: 7.8934712410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214695930
validation[          , genome  5824] predictions:    9604/  10000 (96.04%), best:    9727/10000 (97.27%), error:      1269.78455, best error:       924.76978 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 105.1482238770s, input_fired_time: 1.3183704615, output_fired_time: 1.1992851496, propagate_forward_time: 39.4319839478, propagate_backward_time: 60.3048286438, weight_update_time: 0.1342089623, other_time: 2.8937568665
epoch time: 8.6225042343s, input_fired_time: 0.1665434092, output_fired_time: 0.0000000000, propagate_forward_time: 7.9415636063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143976212
validation[          , genome  5824] predictions:    9690/  10000 (96.90%), best:    9727/10000 (97.27%), error:      1000.07037, best error:       924.76978 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 105.5798492432s, input_fired_time: 1.3174479008, output_fired_time: 1.2049375772, propagate_forward_time: 39.5643081665, propagate_backward_time: 60.6218452454, weight_update_time: 0.1337752491, other_time: 2.8713035583
epoch time: 8.6093645096s, input_fired_time: 0.1655357629, output_fired_time: 0.0000000000, propagate_forward_time: 7.9360928535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077357292
validation[          , genome  5824] predictions:    9626/  10000 (96.26%), best:    9727/10000 (97.27%), error:      1177.45557, best error:       924.76978 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 104.6773834229s, input_fired_time: 1.3152004480, output_fired_time: 1.1976761818, propagate_forward_time: 39.0568504333, propagate_backward_time: 60.1999130249, weight_update_time: 0.1337552965, other_time: 2.9077415466
epoch time: 8.4535436630s, input_fired_time: 0.1635062099, output_fired_time: 0.0000000000, propagate_forward_time: 7.7741470337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158901215
validation[          , genome  5824] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1069.88867, best error:       924.76978 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 104.4869308472s, input_fired_time: 1.3181066513, output_fired_time: 1.1955487728, propagate_forward_time: 39.0483512878, propagate_backward_time: 60.0263786316, weight_update_time: 0.1344030201, other_time: 2.8985443115
epoch time: 8.6059808731s, input_fired_time: 0.1673098803, output_fired_time: 0.0000000000, propagate_forward_time: 7.9102525711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284185410
validation[          , genome  5824] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       982.45721, best error:       924.76978 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 105.4308547974s, input_fired_time: 1.3201757669, output_fired_time: 1.2028522491, propagate_forward_time: 39.5096054077, propagate_backward_time: 60.5278358459, weight_update_time: 0.1340752542, other_time: 2.8703880310
epoch time: 8.0839271545s, input_fired_time: 0.1602524668, output_fired_time: 0.0000000000, propagate_forward_time: 7.4090838432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145907402
validation[          , genome  5824] predictions:    9661/  10000 (96.61%), best:    9727/10000 (97.27%), error:      1168.86987, best error:       924.76978 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 104.8496780396s, input_fired_time: 1.3169455528, output_fired_time: 1.1977418661, propagate_forward_time: 39.2922668457, propagate_backward_time: 60.1731529236, weight_update_time: 0.1338142008, other_time: 2.8695716858
epoch time: 8.4748344421s, input_fired_time: 0.1645767689, output_fired_time: 0.0000000000, propagate_forward_time: 7.7960433960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5142145157
validation[          , genome  5824] predictions:    9691/  10000 (96.91%), best:    9727/10000 (97.27%), error:      1037.63196, best error:       924.76978 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 105.0672988892s, input_fired_time: 1.3213456869, output_fired_time: 1.2005970478, propagate_forward_time: 39.2765846252, propagate_backward_time: 60.3594589233, weight_update_time: 0.1337670833, other_time: 2.9093132019
epoch time: 8.4618206024s, input_fired_time: 0.1670702100, output_fired_time: 0.0000000000, propagate_forward_time: 7.7762598991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184903145
validation[          , genome  5824] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       927.03021, best error:       924.76978 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 105.2498321533s, input_fired_time: 1.3232181072, output_fired_time: 1.2011646032, propagate_forward_time: 39.3650512695, propagate_backward_time: 60.4869651794, weight_update_time: 0.1338879466, other_time: 2.8734321594
epoch time: 8.5818309784s, input_fired_time: 0.1683046520, output_fired_time: 0.0000000000, propagate_forward_time: 7.8877372742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257892609
validation[          , genome  5824] predictions:    9702/  10000 (97.02%), best:    9727/10000 (97.27%), error:      1004.74506, best error:       924.76978 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 103.9044494629s, input_fired_time: 1.3123676777, output_fired_time: 1.1882694960, propagate_forward_time: 38.7614860535, propagate_backward_time: 59.7726020813, weight_update_time: 0.1324963570, other_time: 2.8697204590
epoch time: 8.6144142151s, input_fired_time: 0.1686195135, output_fired_time: 0.0000000000, propagate_forward_time: 7.9310984612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146965981
validation[          , genome  5824] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       944.00916, best error:       924.76978 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 104.7242660522s, input_fired_time: 1.3180153370, output_fired_time: 1.1970692873, propagate_forward_time: 39.2084579468, propagate_backward_time: 60.1437568665, weight_update_time: 0.1330200434, other_time: 2.8569679260
epoch time: 8.4796142578s, input_fired_time: 0.1673154682, output_fired_time: 0.0000000000, propagate_forward_time: 7.7913026810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5209960938
validation[          , genome  5824] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1026.04883, best error:       924.76978 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 104.8394317627s, input_fired_time: 1.3159015179, output_fired_time: 1.1956402063, propagate_forward_time: 39.2055091858, propagate_backward_time: 60.2702178955, weight_update_time: 0.1329873055, other_time: 2.8521614075
epoch time: 8.6047210693s, input_fired_time: 0.1677086651, output_fired_time: 0.0000000000, propagate_forward_time: 7.9132938385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237188339
validation[          , genome  5824] predictions:    9654/  10000 (96.54%), best:    9727/10000 (97.27%), error:      1077.43286, best error:       924.76978 on epoch:    53, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 104.2353897095s, input_fired_time: 1.3134121895, output_fired_time: 1.1851278543, propagate_forward_time: 39.0860328674, propagate_backward_time: 59.7902221680, weight_update_time: 0.1327399909, other_time: 2.8605918884
epoch time: 8.5762290955s, input_fired_time: 0.1670563668, output_fired_time: 0.0000000000, propagate_forward_time: 7.8942856789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5148873329
validation[          , genome  5824] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       951.26483, best error:       924.76978 on epoch:    53, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 105.1682357788s, input_fired_time: 1.3233356476, output_fired_time: 1.2008395195, propagate_forward_time: 39.3804855347, propagate_backward_time: 60.4132537842, weight_update_time: 0.1330630928, other_time: 2.8503265381
epoch time: 8.5724830627s, input_fired_time: 0.1674757302, output_fired_time: 0.0000000000, propagate_forward_time: 7.8865079880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184993744
validation[          , genome  5824] predictions:    9662/  10000 (96.62%), best:    9727/10000 (97.27%), error:      1068.12878, best error:       924.76978 on epoch:    53, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 104.5660934448s, input_fired_time: 1.3224761486, output_fired_time: 1.1926970482, propagate_forward_time: 39.0355415344, propagate_backward_time: 60.1192855835, weight_update_time: 0.1335561723, other_time: 2.8960914612
epoch time: 8.4759416580s, input_fired_time: 0.1668767035, output_fired_time: 0.0000000000, propagate_forward_time: 7.7864899635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5225749016
validation[          , genome  5824] predictions:    9713/  10000 (97.13%), best:    9727/10000 (97.27%), error:       964.42462, best error:       924.76978 on epoch:    53, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 105.3358306885s, input_fired_time: 1.3266601563, output_fired_time: 1.2030270100, propagate_forward_time: 39.4247550964, propagate_backward_time: 60.5038146973, weight_update_time: 0.1335519999, other_time: 2.8775749207
epoch time: 8.6388435364s, input_fired_time: 0.1687014699, output_fired_time: 0.0000000000, propagate_forward_time: 7.9656457901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044965744
validation[          , genome  5824] predictions:    9654/  10000 (96.54%), best:    9727/10000 (97.27%), error:      1143.12732, best error:       924.76978 on epoch:    53, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 105.1600723267s, input_fired_time: 1.3251196146, output_fired_time: 1.1993948221, propagate_forward_time: 39.3698997498, propagate_backward_time: 60.4205589294, weight_update_time: 0.1326201558, other_time: 2.8451004028
epoch time: 8.2223157883s, input_fired_time: 0.1647375375, output_fired_time: 0.0000000000, propagate_forward_time: 7.5488009453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087771416
validation[          , genome  5824] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1011.13678, best error:       924.76978 on epoch:    53, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 105.2624664307s, input_fired_time: 1.3252612352, output_fired_time: 1.1996428967, propagate_forward_time: 39.4816932678, propagate_backward_time: 60.3989105225, weight_update_time: 0.1333384961, other_time: 2.8569526672
epoch time: 8.5737142563s, input_fired_time: 0.1690665036, output_fired_time: 0.0000000000, propagate_forward_time: 7.8832602501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213875771
validation[          , genome  5824] predictions:    9648/  10000 (96.48%), best:    9727/10000 (97.27%), error:      1261.92639, best error:       924.76978 on epoch:    53, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 105.3352584839s, input_fired_time: 1.3237649202, output_fired_time: 1.2040309906, propagate_forward_time: 39.4306526184, propagate_backward_time: 60.5157852173, weight_update_time: 0.1332376599, other_time: 2.8610191345
epoch time: 8.5660591125s, input_fired_time: 0.1660826057, output_fired_time: 0.0000000000, propagate_forward_time: 7.8818860054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5180907249
validation[          , genome  5824] predictions:    9674/  10000 (96.74%), best:    9727/10000 (97.27%), error:      1074.39453, best error:       924.76978 on epoch:    53, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 105.1592559814s, input_fired_time: 1.3230812550, output_fired_time: 1.1993038654, propagate_forward_time: 39.4451560974, propagate_backward_time: 60.3404235840, weight_update_time: 0.1329222769, other_time: 2.8512916565
epoch time: 8.5963411331s, input_fired_time: 0.1683087200, output_fired_time: 0.0000000000, propagate_forward_time: 7.9178948402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101380348
validation[          , genome  5824] predictions:    9670/  10000 (96.70%), best:    9727/10000 (97.27%), error:      1112.48352, best error:       924.76978 on epoch:    53, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 105.3689422607s, input_fired_time: 1.3272438049, output_fired_time: 1.2038277388, propagate_forward_time: 39.4502487183, propagate_backward_time: 60.5314865112, weight_update_time: 0.1332617253, other_time: 2.8561401367
epoch time: 8.6053991318s, input_fired_time: 0.1693153381, output_fired_time: 0.0000000000, propagate_forward_time: 7.9176697731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5184140205
validation[          , genome  5824] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       947.60889, best error:       924.76978 on epoch:    53, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 104.9644851685s, input_fired_time: 1.3257310390, output_fired_time: 1.2003167868, propagate_forward_time: 39.2719573975, propagate_backward_time: 60.2908477783, weight_update_time: 0.1333641410, other_time: 2.8756332397
epoch time: 8.6219415665s, input_fired_time: 0.1678116024, output_fired_time: 0.0000000000, propagate_forward_time: 7.9488511086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052790642
validation[          , genome  5824] predictions:    9706/  10000 (97.06%), best:    9727/10000 (97.27%), error:       986.44183, best error:       924.76978 on epoch:    53, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 105.3160018921s, input_fired_time: 1.3261610270, output_fired_time: 1.2003890276, propagate_forward_time: 39.4600486755, propagate_backward_time: 60.4666671753, weight_update_time: 0.1334015131, other_time: 2.8627357483
epoch time: 8.6398878098s, input_fired_time: 0.1700480133, output_fired_time: 0.0000000000, propagate_forward_time: 7.9466657639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5231742859
validation[          , genome  5824] predictions:    9638/  10000 (96.38%), best:    9727/10000 (97.27%), error:      1186.20142, best error:       924.76978 on epoch:    53, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 105.3021087646s, input_fired_time: 1.3325424194, output_fired_time: 1.1984581947, propagate_forward_time: 39.5669250488, propagate_backward_time: 60.3313293457, weight_update_time: 0.1330794394, other_time: 2.8728561401
epoch time: 8.6027345657s, input_fired_time: 0.1690844297, output_fired_time: 0.0000000000, propagate_forward_time: 7.9267044067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069456100
validation[          , genome  5824] predictions:    9655/  10000 (96.55%), best:    9727/10000 (97.27%), error:      1097.28601, best error:       924.76978 on epoch:    53, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 105.2299194336s, input_fired_time: 1.3262592554, output_fired_time: 1.1995640993, propagate_forward_time: 39.4579658508, propagate_backward_time: 60.3919563293, weight_update_time: 0.1331056058, other_time: 2.8541793823
epoch time: 8.5888767242s, input_fired_time: 0.1682529598, output_fired_time: 0.0000000000, propagate_forward_time: 7.9009990692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196247101
validation[          , genome  5824] predictions:    9695/  10000 (96.95%), best:    9727/10000 (97.27%), error:      1030.27893, best error:       924.76978 on epoch:    53, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 105.0761718750s, input_fired_time: 1.3281859159, output_fired_time: 1.1978452206, propagate_forward_time: 39.3159561157, propagate_backward_time: 60.3793411255, weight_update_time: 0.1328465343, other_time: 2.8548431396
epoch time: 8.5567989349s, input_fired_time: 0.1690870076, output_fired_time: 0.0000000000, propagate_forward_time: 7.8711013794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166101456
validation[          , genome  5824] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:      1029.63684, best error:       924.76978 on epoch:    53, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 105.2645797729s, input_fired_time: 1.3334901333, output_fired_time: 1.1996998787, propagate_forward_time: 39.3832168579, propagate_backward_time: 60.4582977295, weight_update_time: 0.1338101029, other_time: 2.8898773193
epoch time: 8.5492029190s, input_fired_time: 0.1690956801, output_fired_time: 0.0000000000, propagate_forward_time: 7.8777675629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023393631
validation[          , genome  5824] predictions:    9645/  10000 (96.45%), best:    9727/10000 (97.27%), error:      1117.73401, best error:       924.76978 on epoch:    53, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 105.3459472656s, input_fired_time: 1.3292626143, output_fired_time: 1.1990691423, propagate_forward_time: 39.4565353394, propagate_backward_time: 60.4850845337, weight_update_time: 0.1335326135, other_time: 2.8759994507
epoch time: 8.4023752213s, input_fired_time: 0.1649853736, output_fired_time: 0.0000000000, propagate_forward_time: 7.7308082581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065813065
validation[          , genome  5824] predictions:    9631/  10000 (96.31%), best:    9727/10000 (97.27%), error:      1206.74390, best error:       924.76978 on epoch:    53, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 105.0188522339s, input_fired_time: 1.3293741941, output_fired_time: 1.1947911978, propagate_forward_time: 39.4199638367, propagate_backward_time: 60.2067489624, weight_update_time: 0.1329601258, other_time: 2.8679695129
epoch time: 8.5721883774s, input_fired_time: 0.1669222265, output_fired_time: 0.0000000000, propagate_forward_time: 7.9068474770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984183311
validation[          , genome  5824] predictions:    9711/  10000 (97.11%), best:    9727/10000 (97.27%), error:       994.61591, best error:       924.76978 on epoch:    53, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 105.2435760498s, input_fired_time: 1.3296554089, output_fired_time: 1.1988962889, propagate_forward_time: 39.4576988220, propagate_backward_time: 60.4057121277, weight_update_time: 0.1331194043, other_time: 2.8516082764
epoch time: 8.5940895081s, input_fired_time: 0.1680635214, output_fired_time: 0.0000000000, propagate_forward_time: 7.9188952446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5071310997
validation[          , genome  5824] predictions:    9654/  10000 (96.54%), best:    9727/10000 (97.27%), error:      1126.45313, best error:       924.76978 on epoch:    53, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 105.1868438721s, input_fired_time: 1.3303577900, output_fired_time: 1.2035132647, propagate_forward_time: 39.3183555603, propagate_backward_time: 60.4652633667, weight_update_time: 0.1332289875, other_time: 2.8693504333
epoch time: 8.6592741013s, input_fired_time: 0.1680235863, output_fired_time: 0.0000000000, propagate_forward_time: 7.9884285927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028223991
validation[          , genome  5824] predictions:    9693/  10000 (96.93%), best:    9727/10000 (97.27%), error:      1047.84351, best error:       924.76978 on epoch:    53, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 104.8636093140s, input_fired_time: 1.3267548084, output_fired_time: 1.1956485510, propagate_forward_time: 39.2541809082, propagate_backward_time: 60.2396087646, weight_update_time: 0.1326299459, other_time: 2.8474197388
epoch time: 8.5675525665s, input_fired_time: 0.1686210483, output_fired_time: 0.0000000000, propagate_forward_time: 7.8967456818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021858215
validation[          , genome  5824] predictions:    9411/  10000 (94.11%), best:    9727/10000 (97.27%), error:      1939.53918, best error:       924.76978 on epoch:    53, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 105.1834487915s, input_fired_time: 1.3236314058, output_fired_time: 1.2005776167, propagate_forward_time: 39.3674392700, propagate_backward_time: 60.4456405640, weight_update_time: 0.1329903454, other_time: 2.8461608887
epoch time: 8.4807348251s, input_fired_time: 0.1664005071, output_fired_time: 0.0000000000, propagate_forward_time: 7.8060741425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082597733
validation[          , genome  5824] predictions:    9465/  10000 (94.65%), best:    9727/10000 (97.27%), error:      1680.35864, best error:       924.76978 on epoch:    53, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 105.1058731079s, input_fired_time: 1.3265701532, output_fired_time: 1.1967542171, propagate_forward_time: 39.3554306030, propagate_backward_time: 60.3583679199, weight_update_time: 0.1335438788, other_time: 2.8687515259
epoch time: 8.6018047333s, input_fired_time: 0.1672028452, output_fired_time: 0.0000000000, propagate_forward_time: 7.9334526062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011491776
validation[          , genome  5824] predictions:    9628/  10000 (96.28%), best:    9727/10000 (97.27%), error:      1210.70947, best error:       924.76978 on epoch:    53, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 105.2127914429s, input_fired_time: 1.3295097351, output_fired_time: 1.2009807825, propagate_forward_time: 39.4476699829, propagate_backward_time: 60.3749885559, weight_update_time: 0.1331782937, other_time: 2.8596458435
epoch time: 8.6056423187s, input_fired_time: 0.1688980609, output_fired_time: 0.0000000000, propagate_forward_time: 7.9207243919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160202980
validation[          , genome  5824] predictions:    9667/  10000 (96.67%), best:    9727/10000 (97.27%), error:      1115.30969, best error:       924.76978 on epoch:    53, 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: 42.4106101990s, input_fired_time: 0.8198431134, output_fired_time: 0.0000000000, propagate_forward_time: 38.9315071106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6592597961
best training[          , genome  5824] predictions:   49286/  50000 (98.57%), best:    9727/10000 (97.27%), error:      2642.22876, best error:       924.76978 on epoch:    53, 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: 8.5596580505s, input_fired_time: 0.1635184735, output_fired_time: 0.0000000000, propagate_forward_time: 7.8834037781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5127353668
   testing[          , genome  5824] predictions:    9762/  10000 (97.62%), best:    9727/10000 (97.27%), error:       789.47650, best error:       924.76978 on epoch:    53, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:07:30 (4552): called boinc_finish(0)

</stderr_txt>
]]>