Nameexact_genome_1512568488_44_4308_1
Workunit2592876
Created7 Dec 2017, 9:23:01 UTC
Sent7 Dec 2017, 9:28:36 UTC
Report deadline12 Dec 2017, 2:10:16 UTC
Received7 Dec 2017, 12:08:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 39 min 58 sec
CPU time2 hours 35 min 40 sec
Validate stateValid
Credit1,173.90
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.91 MB
Peak swap size152.18 MB
Peak disk usage1.49 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0999020413, output_fired_time: 0.0000000000, propagate_forward_time: 6.2880525589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4672718048
validation[          , genome  4308] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1497.23743, best error:      1497.23743 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 85.7703247070s, input_fired_time: 0.8113200068, output_fired_time: 0.8306269646, propagate_forward_time: 31.6537265778, propagate_backward_time: 49.8927841187, weight_update_time: 0.1462063640, other_time: 2.5818710327
epoch time: 6.9163312912s, input_fired_time: 0.1028358191, output_fired_time: 0.0000000000, propagate_forward_time: 6.3374352455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4760603905
validation[          , genome  4308] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1443.27686, best error:      1443.27686 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 85.3466339111s, input_fired_time: 0.8095924258, output_fired_time: 0.8253314495, propagate_forward_time: 31.3763332367, propagate_backward_time: 49.7507247925, weight_update_time: 0.1482359469, other_time: 2.5846481323
epoch time: 6.8546953201s, input_fired_time: 0.1014758199, output_fired_time: 0.0000000000, propagate_forward_time: 6.2959327698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4572868347
validation[          , genome  4308] predictions:    9568/  10000 (95.68%), best:    9570/10000 (95.70%), error:      1491.16797, best error:      1443.27686 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 85.3616256714s, input_fired_time: 0.8105069399, output_fired_time: 0.8217698336, propagate_forward_time: 31.4919643402, propagate_backward_time: 49.6354331970, weight_update_time: 0.1465994716, other_time: 2.6019477844
epoch time: 6.6592025757s, input_fired_time: 0.0983100906, output_fired_time: 0.0000000000, propagate_forward_time: 6.1003413200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605512619
validation[          , genome  4308] predictions:    9587/  10000 (95.87%), best:    9587/10000 (95.87%), error:      1420.62854, best error:      1420.62854 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 85.2537994385s, input_fired_time: 0.8098300695, output_fired_time: 0.8225160837, propagate_forward_time: 31.4541206360, propagate_backward_time: 49.6062927246, weight_update_time: 0.1457335502, other_time: 2.5610389709
epoch time: 6.9463095665s, input_fired_time: 0.1016984135, output_fired_time: 0.0000000000, propagate_forward_time: 6.3706617355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739494324
validation[          , genome  4308] predictions:    9562/  10000 (95.62%), best:    9587/10000 (95.87%), error:      1493.84631, best error:      1420.62854 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 85.4549484253s, input_fired_time: 0.8092826009, output_fired_time: 0.8254735470, propagate_forward_time: 31.5729923248, propagate_backward_time: 49.6569938660, weight_update_time: 0.1458960623, other_time: 2.5902137756
epoch time: 6.8507509232s, input_fired_time: 0.1006116793, output_fired_time: 0.0000000000, propagate_forward_time: 6.2798762321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4702630043
validation[          , genome  4308] predictions:    9575/  10000 (95.75%), best:    9575/10000 (95.75%), error:      1395.23926, best error:      1395.23926 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 85.0017089844s, input_fired_time: 0.8102131486, output_fired_time: 0.8087320328, propagate_forward_time: 31.3976345062, propagate_backward_time: 49.4043273926, weight_update_time: 0.1494998038, other_time: 2.5808029175
epoch time: 7.0070109367s, input_fired_time: 0.1039501131, output_fired_time: 0.0000000000, propagate_forward_time: 6.4235129356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795479774
validation[          , genome  4308] predictions:    9550/  10000 (95.50%), best:    9575/10000 (95.75%), error:      1569.49573, best error:      1395.23926 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.4424362183s, input_fired_time: 0.8046762347, output_fired_time: 0.8155093193, propagate_forward_time: 31.0944347382, propagate_backward_time: 49.1470108032, weight_update_time: 0.1453792006, other_time: 2.5808029175
epoch time: 7.0399374962s, input_fired_time: 0.1035196260, output_fired_time: 0.0000000000, propagate_forward_time: 6.4658050537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706130028
validation[          , genome  4308] predictions:    9586/  10000 (95.86%), best:    9586/10000 (95.86%), error:      1366.34717, best error:      1366.34717 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.6255340576s, input_fired_time: 0.8037829399, output_fired_time: 0.8205132484, propagate_forward_time: 31.2533569336, propagate_backward_time: 49.1795005798, weight_update_time: 0.1458505988, other_time: 2.5683860779
epoch time: 6.4239244461s, input_fired_time: 0.0954244286, output_fired_time: 0.0000000000, propagate_forward_time: 5.8834228516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450769424
validation[          , genome  4308] predictions:    9505/  10000 (95.05%), best:    9586/10000 (95.86%), error:      1657.97351, best error:      1366.34717 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 83.6244659424s, input_fired_time: 0.7971453667, output_fired_time: 0.8051445484, propagate_forward_time: 30.7744827271, propagate_backward_time: 48.6970977783, weight_update_time: 0.1432548165, other_time: 2.5505981445
epoch time: 6.8774371147s, input_fired_time: 0.1035204902, output_fired_time: 0.0000000000, propagate_forward_time: 6.2916760445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4822406769
validation[          , genome  4308] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1318.14026, best error:      1318.14026 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 85.2293930054s, input_fired_time: 0.8146585822, output_fired_time: 0.8231490254, propagate_forward_time: 31.4100437164, propagate_backward_time: 49.5928153992, weight_update_time: 0.1463060528, other_time: 2.5887260437
epoch time: 6.7239785194s, input_fired_time: 0.0989734381, output_fired_time: 0.0000000000, propagate_forward_time: 6.1715784073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4534268379
validation[          , genome  4308] predictions:    9609/  10000 (96.09%), best:    9627/10000 (96.27%), error:      1347.07886, best error:      1318.14026 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 85.9404220581s, input_fired_time: 0.8235637546, output_fired_time: 0.8270317316, propagate_forward_time: 31.7090339661, propagate_backward_time: 49.9865150452, weight_update_time: 0.1467775255, other_time: 2.5942764282
epoch time: 6.8468475342s, input_fired_time: 0.1011107266, output_fired_time: 0.0000000000, propagate_forward_time: 6.2747769356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4709596634
validation[          , genome  4308] predictions:    9613/  10000 (96.13%), best:    9627/10000 (96.27%), error:      1355.36365, best error:      1318.14026 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 85.7091751099s, input_fired_time: 0.8186326623, output_fired_time: 0.8279253244, propagate_forward_time: 31.6470375061, propagate_backward_time: 49.8062438965, weight_update_time: 0.1498849094, other_time: 2.6093330383
epoch time: 6.8519077301s, input_fired_time: 0.1010582075, output_fired_time: 0.0000000000, propagate_forward_time: 6.2820315361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688181877
validation[          , genome  4308] predictions:    9615/  10000 (96.15%), best:    9615/10000 (96.15%), error:      1310.41028, best error:      1310.41028 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.3933715820s, input_fired_time: 0.8105852008, output_fired_time: 0.8218187690, propagate_forward_time: 31.4746246338, propagate_backward_time: 49.6750068665, weight_update_time: 0.1488293707, other_time: 2.6113395691
epoch time: 6.9835610390s, input_fired_time: 0.1027810648, output_fired_time: 0.0000000000, propagate_forward_time: 6.4108290672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699506760
validation[          , genome  4308] predictions:    9583/  10000 (95.83%), best:    9615/10000 (96.15%), error:      1394.46729, best error:      1310.41028 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 85.8297729492s, input_fired_time: 0.8206465840, output_fired_time: 0.8282624483, propagate_forward_time: 31.7638854980, propagate_backward_time: 49.7910728455, weight_update_time: 0.1491045207, other_time: 2.6259040833
epoch time: 6.7907724380s, input_fired_time: 0.1018465981, output_fired_time: 0.0000000000, propagate_forward_time: 6.2259254456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630002975
validation[          , genome  4308] predictions:    9533/  10000 (95.33%), best:    9615/10000 (96.15%), error:      1487.77820, best error:      1310.41028 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 85.0564346313s, input_fired_time: 0.8118950129, output_fired_time: 0.8182064295, propagate_forward_time: 31.4135074615, propagate_backward_time: 49.4284553528, weight_update_time: 0.1492652595, other_time: 2.5843696594
epoch time: 6.8558001518s, input_fired_time: 0.1017882898, output_fired_time: 0.0000000000, propagate_forward_time: 6.2822656631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4717459679
validation[          , genome  4308] predictions:    9603/  10000 (96.03%), best:    9615/10000 (96.15%), error:      1343.30286, best error:      1310.41028 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 85.3282318115s, input_fired_time: 0.8136998415, output_fired_time: 0.8223481178, propagate_forward_time: 31.4634971619, propagate_backward_time: 49.6270446777, weight_update_time: 0.1485619247, other_time: 2.6016426086
epoch time: 6.9088792801s, input_fired_time: 0.1023292094, output_fired_time: 0.0000000000, propagate_forward_time: 6.3425812721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4639687538
validation[          , genome  4308] predictions:    9580/  10000 (95.80%), best:    9615/10000 (96.15%), error:      1427.56641, best error:      1310.41028 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 85.0121917725s, input_fired_time: 0.8065699339, output_fired_time: 0.8230136633, propagate_forward_time: 31.2867298126, propagate_backward_time: 49.5246009827, weight_update_time: 0.1473625004, other_time: 2.5712776184
epoch time: 6.7619419098s, input_fired_time: 0.1033784971, output_fired_time: 0.0000000000, propagate_forward_time: 6.1931324005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4654312134
validation[          , genome  4308] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1304.57043, best error:      1304.57043 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 85.3007125854s, input_fired_time: 0.8086342216, output_fired_time: 0.8160840273, propagate_forward_time: 31.3943824768, propagate_backward_time: 49.6847076416, weight_update_time: 0.1464426816, other_time: 2.5969047546
epoch time: 6.7646899223s, input_fired_time: 0.0986421853, output_fired_time: 0.0000000000, propagate_forward_time: 6.2094521523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4565954208
validation[          , genome  4308] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1292.10718, best error:      1292.10718 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 83.6369781494s, input_fired_time: 0.8049512506, output_fired_time: 0.8052425981, propagate_forward_time: 30.8333816528, propagate_backward_time: 48.6129226685, weight_update_time: 0.1451495290, other_time: 2.5804748535
epoch time: 6.7291216850s, input_fired_time: 0.0987472907, output_fired_time: 0.0000000000, propagate_forward_time: 6.1783900261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519844055
validation[          , genome  4308] predictions:    9590/  10000 (95.90%), best:    9614/10000 (96.14%), error:      1349.75867, best error:      1292.10718 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 85.5020217896s, input_fired_time: 0.8179225922, output_fired_time: 0.8220731020, propagate_forward_time: 31.5612430573, propagate_backward_time: 49.7089881897, weight_update_time: 0.1458711624, other_time: 2.5917930603
epoch time: 6.9903540611s, input_fired_time: 0.1031056121, output_fired_time: 0.0000000000, propagate_forward_time: 6.4051823616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4820661545
validation[          , genome  4308] predictions:    9505/  10000 (95.05%), best:    9614/10000 (96.14%), error:      1591.48511, best error:      1292.10718 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 85.0767059326s, input_fired_time: 0.8105779290, output_fired_time: 0.8176376224, propagate_forward_time: 31.4061222076, propagate_backward_time: 49.4690322876, weight_update_time: 0.1467481256, other_time: 2.5733413696
epoch time: 6.7223696709s, input_fired_time: 0.1037965193, output_fired_time: 0.0000000000, propagate_forward_time: 6.1450338364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735393524
validation[          , genome  4308] predictions:    9570/  10000 (95.70%), best:    9614/10000 (96.14%), error:      1451.25940, best error:      1292.10718 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 86.3643875122s, input_fired_time: 0.8279020786, output_fired_time: 0.8343055248, propagate_forward_time: 31.8754806519, propagate_backward_time: 50.2136039734, weight_update_time: 0.1495764554, other_time: 2.6130943298
epoch time: 6.8746519089s, input_fired_time: 0.1025820747, output_fired_time: 0.0000000000, propagate_forward_time: 6.2989444733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731254578
validation[          , genome  4308] predictions:    9623/  10000 (96.23%), best:    9614/10000 (96.14%), error:      1294.45129, best error:      1292.10718 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 85.5198516846s, input_fired_time: 0.8120604157, output_fired_time: 0.8250363469, propagate_forward_time: 31.4520339966, propagate_backward_time: 49.8483924866, weight_update_time: 0.1481424570, other_time: 2.5823326111
epoch time: 6.9241447449s, input_fired_time: 0.1034314111, output_fired_time: 0.0000000000, propagate_forward_time: 6.3486022949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4721112251
validation[          , genome  4308] predictions:    9539/  10000 (95.39%), best:    9614/10000 (96.14%), error:      1552.37537, best error:      1292.10718 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 85.1059036255s, input_fired_time: 0.8087320328, output_fired_time: 0.8207720518, propagate_forward_time: 31.3610420227, propagate_backward_time: 49.5278816223, weight_update_time: 0.1472525597, other_time: 2.5874786377
epoch time: 6.8774833679s, input_fired_time: 0.1008115709, output_fired_time: 0.0000000000, propagate_forward_time: 6.3104505539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662213326
validation[          , genome  4308] predictions:    9634/  10000 (96.34%), best:    9634/10000 (96.34%), error:      1262.82593, best error:      1262.82593 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 85.9812393188s, input_fired_time: 0.8195803165, output_fired_time: 0.8219907284, propagate_forward_time: 31.8160514832, propagate_backward_time: 49.9459915161, weight_update_time: 0.1475129277, other_time: 2.5776252747
epoch time: 7.1261968613s, input_fired_time: 0.1053902283, output_fired_time: 0.0000000000, propagate_forward_time: 6.5378208160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829859734
validation[          , genome  4308] predictions:    9643/  10000 (96.43%), best:    9643/10000 (96.43%), error:      1231.63196, best error:      1231.63196 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 84.3085403442s, input_fired_time: 0.8107718825, output_fired_time: 0.8115866780, propagate_forward_time: 31.0988121033, propagate_backward_time: 49.0299263000, weight_update_time: 0.1444247514, other_time: 2.5574493408
epoch time: 6.9124999046s, input_fired_time: 0.1025910154, output_fired_time: 0.0000000000, propagate_forward_time: 6.3368811607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730277061
validation[          , genome  4308] predictions:    9613/  10000 (96.13%), best:    9643/10000 (96.43%), error:      1314.70166, best error:      1231.63196 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 85.7334671021s, input_fired_time: 0.8159122467, output_fired_time: 0.8233345747, propagate_forward_time: 31.6594486237, propagate_backward_time: 49.8482437134, weight_update_time: 0.1483089477, other_time: 2.5865325928
epoch time: 7.0146808624s, input_fired_time: 0.1030383483, output_fired_time: 0.0000000000, propagate_forward_time: 6.4391460419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724965096
validation[          , genome  4308] predictions:    9623/  10000 (96.23%), best:    9643/10000 (96.43%), error:      1317.79907, best error:      1231.63196 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 84.1700744629s, input_fired_time: 0.8069308400, output_fired_time: 0.8104885817, propagate_forward_time: 30.9987163544, propagate_backward_time: 48.9840736389, weight_update_time: 0.1461801380, other_time: 2.5698661804
epoch time: 6.5515975952s, input_fired_time: 0.0976214334, output_fired_time: 0.0000000000, propagate_forward_time: 6.0063462257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4476299286
validation[          , genome  4308] predictions:    9497/  10000 (94.97%), best:    9643/10000 (96.43%), error:      1614.73657, best error:      1231.63196 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 85.3296127319s, input_fired_time: 0.8152971864, output_fired_time: 0.8234968781, propagate_forward_time: 31.5017604828, propagate_backward_time: 49.5987701416, weight_update_time: 0.1488405913, other_time: 2.5902862549
epoch time: 6.8393507004s, input_fired_time: 0.1026359275, output_fired_time: 0.0000000000, propagate_forward_time: 6.2711234093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655914307
validation[          , genome  4308] predictions:    9659/  10000 (96.59%), best:    9659/10000 (96.59%), error:      1191.67004, best error:      1191.67004 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 85.0889968872s, input_fired_time: 0.8120721579, output_fired_time: 0.8168304563, propagate_forward_time: 31.3575191498, propagate_backward_time: 49.5119361877, weight_update_time: 0.1472850442, other_time: 2.5906333923
epoch time: 6.8349661827s, input_fired_time: 0.1018185839, output_fired_time: 0.0000000000, propagate_forward_time: 6.2710890770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4620585442
validation[          , genome  4308] predictions:    9642/  10000 (96.42%), best:    9659/10000 (96.59%), error:      1238.72144, best error:      1191.67004 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 85.1910018921s, input_fired_time: 0.8160445690, output_fired_time: 0.8222087026, propagate_forward_time: 31.4396972656, propagate_backward_time: 49.5336837769, weight_update_time: 0.1472592056, other_time: 2.5793609619
epoch time: 6.8203105927s, input_fired_time: 0.1012246832, output_fired_time: 0.0000000000, propagate_forward_time: 6.2514815331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4676041603
validation[          , genome  4308] predictions:    9650/  10000 (96.50%), best:    9659/10000 (96.59%), error:      1223.64380, best error:      1191.67004 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 85.0861358643s, input_fired_time: 0.8141255379, output_fired_time: 0.8179745674, propagate_forward_time: 31.4672985077, propagate_backward_time: 49.4097747803, weight_update_time: 0.1486427933, other_time: 2.5769577026
epoch time: 6.8122754097s, input_fired_time: 0.1013408899, output_fired_time: 0.0000000000, propagate_forward_time: 6.2439904213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4669442177
validation[          , genome  4308] predictions:    9629/  10000 (96.29%), best:    9659/10000 (96.59%), error:      1261.85876, best error:      1191.67004 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 84.5225524902s, input_fired_time: 0.8111459613, output_fired_time: 0.8155934811, propagate_forward_time: 31.1303005219, propagate_backward_time: 49.1881370544, weight_update_time: 0.1465372145, other_time: 2.5773735046
epoch time: 6.8608026505s, input_fired_time: 0.1022539809, output_fired_time: 0.0000000000, propagate_forward_time: 6.2968244553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617242813
validation[          , genome  4308] predictions:    9588/  10000 (95.88%), best:    9659/10000 (96.59%), error:      1394.63904, best error:      1191.67004 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 84.9528350830s, input_fired_time: 0.8179413676, output_fired_time: 0.8174361587, propagate_forward_time: 31.3210887909, propagate_backward_time: 49.4079971313, weight_update_time: 0.1465321630, other_time: 2.5883712769
epoch time: 6.7637686729s, input_fired_time: 0.0998223796, output_fired_time: 0.0000000000, propagate_forward_time: 6.2031478882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4607982635
validation[          , genome  4308] predictions:    9633/  10000 (96.33%), best:    9659/10000 (96.59%), error:      1249.81494, best error:      1191.67004 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 85.3688888550s, input_fired_time: 0.8235846162, output_fired_time: 0.8232592940, propagate_forward_time: 31.5162410736, propagate_backward_time: 49.5990028381, weight_update_time: 0.1464858949, other_time: 2.6068000793
epoch time: 7.0562705994s, input_fired_time: 0.1052055061, output_fired_time: 0.0000000000, propagate_forward_time: 6.4769968987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4740681648
validation[          , genome  4308] predictions:    9615/  10000 (96.15%), best:    9659/10000 (96.59%), error:      1356.70239, best error:      1191.67004 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 85.1316223145s, input_fired_time: 0.8148841262, output_fired_time: 0.8212944865, propagate_forward_time: 31.4388427734, propagate_backward_time: 49.4635810852, weight_update_time: 0.1480048150, other_time: 2.5930213928
epoch time: 6.7521028519s, input_fired_time: 0.1024507731, output_fired_time: 0.0000000000, propagate_forward_time: 6.1820893288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4675626755
validation[          , genome  4308] predictions:    9535/  10000 (95.35%), best:    9659/10000 (96.59%), error:      1561.33813, best error:      1191.67004 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 84.0378952026s, input_fired_time: 0.8071100116, output_fired_time: 0.8043071032, propagate_forward_time: 31.0200138092, propagate_backward_time: 48.8545265198, weight_update_time: 0.1446063370, other_time: 2.5519371033
epoch time: 6.8107032776s, input_fired_time: 0.1024285033, output_fired_time: 0.0000000000, propagate_forward_time: 6.2446250916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636497498
validation[          , genome  4308] predictions:    9617/  10000 (96.17%), best:    9659/10000 (96.59%), error:      1285.34216, best error:      1191.67004 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 84.1256637573s, input_fired_time: 0.8180072308, output_fired_time: 0.7998023629, propagate_forward_time: 31.0787544250, propagate_backward_time: 48.8519859314, weight_update_time: 0.1481425017, other_time: 2.5771102905
epoch time: 6.8935222626s, input_fired_time: 0.1037426665, output_fired_time: 0.0000000000, propagate_forward_time: 6.3173594475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724202156
validation[          , genome  4308] predictions:    9625/  10000 (96.25%), best:    9659/10000 (96.59%), error:      1254.28918, best error:      1191.67004 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 84.6755599976s, input_fired_time: 0.8127908707, output_fired_time: 0.8145683408, propagate_forward_time: 31.3262367249, propagate_backward_time: 49.1407318115, weight_update_time: 0.1460300535, other_time: 2.5812339783
epoch time: 6.9491157532s, input_fired_time: 0.1032952517, output_fired_time: 0.0000000000, propagate_forward_time: 6.3726773262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4731431007
validation[          , genome  4308] predictions:    9544/  10000 (95.44%), best:    9659/10000 (96.59%), error:      1552.48315, best error:      1191.67004 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 86.1537551880s, input_fired_time: 0.8270271420, output_fired_time: 0.8303478956, propagate_forward_time: 31.8472976685, propagate_backward_time: 50.0433158875, weight_update_time: 0.1478771120, other_time: 2.6057701111
epoch time: 6.6504497528s, input_fired_time: 0.0985407233, output_fired_time: 0.0000000000, propagate_forward_time: 6.0989770889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4529318810
validation[          , genome  4308] predictions:    9655/  10000 (96.55%), best:    9659/10000 (96.59%), error:      1231.01904, best error:      1191.67004 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 84.5398712158s, input_fired_time: 0.8121976852, output_fired_time: 0.8122079968, propagate_forward_time: 31.0504589081, propagate_backward_time: 49.2831268311, weight_update_time: 0.1461671442, other_time: 2.5818786621
epoch time: 6.9376215935s, input_fired_time: 0.1028798744, output_fired_time: 0.0000000000, propagate_forward_time: 6.3572216034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4775199890
validation[          , genome  4308] predictions:    9625/  10000 (96.25%), best:    9659/10000 (96.59%), error:      1267.81714, best error:      1191.67004 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 85.1664657593s, input_fired_time: 0.8189445734, output_fired_time: 0.8241701722, propagate_forward_time: 31.3997001648, propagate_backward_time: 49.5435676575, weight_update_time: 0.1475570202, other_time: 2.5800781250
epoch time: 6.9456915855s, input_fired_time: 0.1044918969, output_fired_time: 0.0000000000, propagate_forward_time: 6.3634719849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4777278900
validation[          , genome  4308] predictions:    9643/  10000 (96.43%), best:    9659/10000 (96.59%), error:      1206.31201, best error:      1191.67004 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 83.7876968384s, input_fired_time: 0.8116838336, output_fired_time: 0.8096881509, propagate_forward_time: 30.8613967896, propagate_backward_time: 48.7432632446, weight_update_time: 0.1437605023, other_time: 2.5616683960
epoch time: 6.8291521072s, input_fired_time: 0.1015670672, output_fired_time: 0.0000000000, propagate_forward_time: 6.2659559250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4616289139
validation[          , genome  4308] predictions:    9631/  10000 (96.31%), best:    9659/10000 (96.59%), error:      1284.31409, best error:      1191.67004 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 85.3861312866s, input_fired_time: 0.8207371831, output_fired_time: 0.8236317635, propagate_forward_time: 31.5803527832, propagate_backward_time: 49.5634078979, weight_update_time: 0.1477167755, other_time: 2.5979995728
epoch time: 6.7098889351s, input_fired_time: 0.1013970375, output_fired_time: 0.0000000000, propagate_forward_time: 6.1443247795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4641671181
validation[          , genome  4308] predictions:    9609/  10000 (96.09%), best:    9659/10000 (96.59%), error:      1369.54395, best error:      1191.67004 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 84.8698043823s, input_fired_time: 0.8160097003, output_fired_time: 0.8124507070, propagate_forward_time: 31.3291797638, propagate_backward_time: 49.3328895569, weight_update_time: 0.1468483210, other_time: 2.5792732239
epoch time: 6.8252410889s, input_fired_time: 0.1007105410, output_fired_time: 0.0000000000, propagate_forward_time: 6.2598018646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647288322
validation[          , genome  4308] predictions:    9642/  10000 (96.42%), best:    9659/10000 (96.59%), error:      1253.64575, best error:      1191.67004 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 85.4987182617s, input_fired_time: 0.8191105127, output_fired_time: 0.8186603189, propagate_forward_time: 31.4917087555, propagate_backward_time: 49.7749481201, weight_update_time: 0.1475196928, other_time: 2.5942993164
epoch time: 6.7208089828s, input_fired_time: 0.1016903818, output_fired_time: 0.0000000000, propagate_forward_time: 6.1545166969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4646019936
validation[          , genome  4308] predictions:    9615/  10000 (96.15%), best:    9659/10000 (96.59%), error:      1285.19336, best error:      1191.67004 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 84.9761810303s, input_fired_time: 0.8172518015, output_fired_time: 0.8206834197, propagate_forward_time: 31.2879943848, propagate_backward_time: 49.4765205383, weight_update_time: 0.1467463672, other_time: 2.5737266541
epoch time: 6.8435010910s, input_fired_time: 0.1019619331, output_fired_time: 0.0000000000, propagate_forward_time: 6.2719674110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4695715904
validation[          , genome  4308] predictions:    9645/  10000 (96.45%), best:    9659/10000 (96.59%), error:      1211.31604, best error:      1191.67004 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 84.8510131836s, input_fired_time: 0.8253428340, output_fired_time: 0.8195894957, propagate_forward_time: 31.2279987335, propagate_backward_time: 49.3910179138, weight_update_time: 0.1461329311, other_time: 2.5870704651
epoch time: 6.9972248077s, input_fired_time: 0.1059017777, output_fired_time: 0.0000000000, propagate_forward_time: 6.4176836014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736394882
validation[          , genome  4308] predictions:    9647/  10000 (96.47%), best:    9659/10000 (96.59%), error:      1222.82605, best error:      1191.67004 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 84.5815048218s, input_fired_time: 0.8172313571, output_fired_time: 0.8118944764, propagate_forward_time: 31.1492137909, propagate_backward_time: 49.2215538025, weight_update_time: 0.1455310136, other_time: 2.5816078186
epoch time: 6.8248310089s, input_fired_time: 0.1029070616, output_fired_time: 0.0000000000, propagate_forward_time: 6.2558565140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4660673141
validation[          , genome  4308] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1176.20569, best error:      1176.20569 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 85.7130203247s, input_fired_time: 0.8217739463, output_fired_time: 0.8223655224, propagate_forward_time: 31.6141967773, propagate_backward_time: 49.8808135986, weight_update_time: 0.1473839134, other_time: 2.5738677979
epoch time: 6.9788398743s, input_fired_time: 0.1046695486, output_fired_time: 0.0000000000, propagate_forward_time: 6.3994598389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4747104645
validation[          , genome  4308] predictions:    9618/  10000 (96.18%), best:    9668/10000 (96.68%), error:      1278.49463, best error:      1176.20569 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 85.1812744141s, input_fired_time: 0.8219543695, output_fired_time: 0.8172975779, propagate_forward_time: 31.4383354187, propagate_backward_time: 49.5237426758, weight_update_time: 0.1455631256, other_time: 2.5799446106
epoch time: 6.8766016960s, input_fired_time: 0.1033829525, output_fired_time: 0.0000000000, propagate_forward_time: 6.3075408936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4656777382
validation[          , genome  4308] predictions:    9639/  10000 (96.39%), best:    9668/10000 (96.68%), error:      1247.65320, best error:      1176.20569 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 86.1276092529s, input_fired_time: 0.8249307871, output_fired_time: 0.8278256655, propagate_forward_time: 31.7636661530, propagate_backward_time: 50.0922203064, weight_update_time: 0.1492741406, other_time: 2.6189689636
epoch time: 6.9499120712s, input_fired_time: 0.1045702398, output_fired_time: 0.0000000000, propagate_forward_time: 6.3804287910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649128914
validation[          , genome  4308] predictions:    9637/  10000 (96.37%), best:    9668/10000 (96.68%), error:      1258.74536, best error:      1176.20569 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 84.0225677490s, input_fired_time: 0.8152447939, output_fired_time: 0.8137960434, propagate_forward_time: 31.0169181824, propagate_backward_time: 48.8108482361, weight_update_time: 0.1444492191, other_time: 2.5657577515
epoch time: 6.3578696251s, input_fired_time: 0.0986778438, output_fired_time: 0.0000000000, propagate_forward_time: 5.8133697510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458222389
validation[          , genome  4308] predictions:    9632/  10000 (96.32%), best:    9668/10000 (96.68%), error:      1264.14136, best error:      1176.20569 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 85.3051452637s, input_fired_time: 0.8227080107, output_fired_time: 0.8185664415, propagate_forward_time: 31.4098510742, propagate_backward_time: 49.6676330566, weight_update_time: 0.1468646973, other_time: 2.5863876343
epoch time: 6.8380556107s, input_fired_time: 0.1015795395, output_fired_time: 0.0000000000, propagate_forward_time: 6.2732801437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4631958008
validation[          , genome  4308] predictions:    9604/  10000 (96.04%), best:    9668/10000 (96.68%), error:      1380.49646, best error:      1176.20569 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 85.0612869263s, input_fired_time: 0.8280726075, output_fired_time: 0.8180016875, propagate_forward_time: 31.3500175476, propagate_backward_time: 49.4858131409, weight_update_time: 0.1475557238, other_time: 2.5793838501
epoch time: 6.7635164261s, input_fired_time: 0.1026417166, output_fired_time: 0.0000000000, propagate_forward_time: 6.1979827881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628920555
validation[          , genome  4308] predictions:    9656/  10000 (96.56%), best:    9668/10000 (96.68%), error:      1211.62537, best error:      1176.20569 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.6725921631s, input_fired_time: 0.8274673223, output_fired_time: 0.8235862255, propagate_forward_time: 31.5491008759, propagate_backward_time: 49.8632240295, weight_update_time: 0.1492763311, other_time: 2.6092109680
epoch time: 6.9256291389s, input_fired_time: 0.1052300036, output_fired_time: 0.0000000000, propagate_forward_time: 6.3388891220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4815101624
validation[          , genome  4308] predictions:    9642/  10000 (96.42%), best:    9668/10000 (96.68%), error:      1240.37012, best error:      1176.20569 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.0629425049s, input_fired_time: 0.8165647388, output_fired_time: 0.8166072965, propagate_forward_time: 31.3418502808, propagate_backward_time: 49.5163421631, weight_update_time: 0.1468439251, other_time: 2.5715789795
epoch time: 6.8998589516s, input_fired_time: 0.1034239307, output_fired_time: 0.0000000000, propagate_forward_time: 6.3293910027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4670438766
validation[          , genome  4308] predictions:    9585/  10000 (95.85%), best:    9668/10000 (96.68%), error:      1388.82361, best error:      1176.20569 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 84.8697357178s, input_fired_time: 0.8207610250, output_fired_time: 0.8182145953, propagate_forward_time: 31.2913780212, propagate_backward_time: 49.3614883423, weight_update_time: 0.1454010010, other_time: 2.5778923035
epoch time: 6.6029510498s, input_fired_time: 0.1004710421, output_fired_time: 0.0000000000, propagate_forward_time: 6.0396170616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628629684
validation[          , genome  4308] predictions:    9651/  10000 (96.51%), best:    9668/10000 (96.68%), error:      1191.42102, best error:      1176.20569 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 85.9799499512s, input_fired_time: 0.8283255100, output_fired_time: 0.8309019804, propagate_forward_time: 31.7527294159, propagate_backward_time: 49.9687995911, weight_update_time: 0.1478223354, other_time: 2.5991935730
epoch time: 6.5603241920s, input_fired_time: 0.0984650031, output_fired_time: 0.0000000000, propagate_forward_time: 6.0106334686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4512257576
validation[          , genome  4308] predictions:    9641/  10000 (96.41%), best:    9668/10000 (96.68%), error:      1213.62439, best error:      1176.20569 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 85.3938140869s, input_fired_time: 0.8172645569, output_fired_time: 0.8338486552, propagate_forward_time: 31.3297500610, propagate_backward_time: 49.8294067383, weight_update_time: 0.1477835923, other_time: 2.5835494995
epoch time: 6.9908189774s, input_fired_time: 0.1067026705, output_fired_time: 0.0000000000, propagate_forward_time: 6.4097266197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4743895531
validation[          , genome  4308] predictions:    9603/  10000 (96.03%), best:    9668/10000 (96.68%), error:      1336.01758, best error:      1176.20569 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 85.9290390015s, input_fired_time: 0.8298052549, output_fired_time: 0.8300771713, propagate_forward_time: 31.6824665070, propagate_backward_time: 49.9747543335, weight_update_time: 0.1494780332, other_time: 2.6119384766
epoch time: 6.9916315079s, input_fired_time: 0.1036750227, output_fired_time: 0.0000000000, propagate_forward_time: 6.4100699425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4778866768
validation[          , genome  4308] predictions:    9639/  10000 (96.39%), best:    9668/10000 (96.68%), error:      1214.31506, best error:      1176.20569 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 85.1768341064s, input_fired_time: 0.8226581216, output_fired_time: 0.8148110509, propagate_forward_time: 31.3244457245, propagate_backward_time: 49.6322593689, weight_update_time: 0.1453971118, other_time: 2.5826606750
epoch time: 6.8134627342s, input_fired_time: 0.1052678749, output_fired_time: 0.0000000000, propagate_forward_time: 6.2414364815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4667582512
validation[          , genome  4308] predictions:    9630/  10000 (96.30%), best:    9668/10000 (96.68%), error:      1264.05823, best error:      1176.20569 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 85.7525329590s, input_fired_time: 0.8281652331, output_fired_time: 0.8284695148, propagate_forward_time: 31.6810150146, propagate_backward_time: 49.8256340027, weight_update_time: 0.1472013295, other_time: 2.5892524719
epoch time: 6.9531593323s, input_fired_time: 0.1052344590, output_fired_time: 0.0000000000, propagate_forward_time: 6.3862051964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617195129
validation[          , genome  4308] predictions:    9650/  10000 (96.50%), best:    9668/10000 (96.68%), error:      1228.20532, best error:      1176.20569 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 85.7559356689s, input_fired_time: 0.8271668553, output_fired_time: 0.8254608512, propagate_forward_time: 31.6429862976, propagate_backward_time: 49.8419265747, weight_update_time: 0.1486152411, other_time: 2.6183967590
epoch time: 6.6740365028s, input_fired_time: 0.1008320451, output_fired_time: 0.0000000000, propagate_forward_time: 6.1231517792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500527382
validation[          , genome  4308] predictions:    9647/  10000 (96.47%), best:    9668/10000 (96.68%), error:      1223.55615, best error:      1176.20569 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 85.4901504517s, input_fired_time: 0.8298220634, output_fired_time: 0.8233226538, propagate_forward_time: 31.5652084351, propagate_backward_time: 49.6751670837, weight_update_time: 0.1478303671, other_time: 2.5966300964
epoch time: 6.4159173965s, input_fired_time: 0.0993095562, output_fired_time: 0.0000000000, propagate_forward_time: 5.8676996231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489083290
validation[          , genome  4308] predictions:    9627/  10000 (96.27%), best:    9668/10000 (96.68%), error:      1303.40247, best error:      1176.20569 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 85.7034149170s, input_fired_time: 0.8311382532, output_fired_time: 0.8275604248, propagate_forward_time: 31.5724639893, propagate_backward_time: 49.8601226807, weight_update_time: 0.1468990445, other_time: 2.6121292114
epoch time: 6.7899260521s, input_fired_time: 0.1042982563, output_fired_time: 0.0000000000, propagate_forward_time: 6.2254743576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601535797
validation[          , genome  4308] predictions:    9621/  10000 (96.21%), best:    9668/10000 (96.68%), error:      1292.11865, best error:      1176.20569 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 85.1070709229s, input_fired_time: 0.8224868774, output_fired_time: 0.8180315495, propagate_forward_time: 31.2346687317, propagate_backward_time: 49.6497650146, weight_update_time: 0.1472181827, other_time: 2.5821189880
epoch time: 6.9700722694s, input_fired_time: 0.1043882072, output_fired_time: 0.0000000000, propagate_forward_time: 6.4001088142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655752182
validation[          , genome  4308] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1150.17908, best error:      1150.17908 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 86.1925659180s, input_fired_time: 0.8302292228, output_fired_time: 0.8281883001, propagate_forward_time: 31.7790050507, propagate_backward_time: 50.1589202881, weight_update_time: 0.1461908668, other_time: 2.5962219238
epoch time: 7.0540633202s, input_fired_time: 0.1064382195, output_fired_time: 0.0000000000, propagate_forward_time: 6.4689073563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787178040
validation[          , genome  4308] predictions:    9654/  10000 (96.54%), best:    9672/10000 (96.72%), error:      1194.01929, best error:      1150.17908 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 85.3181228638s, input_fired_time: 0.8286778927, output_fired_time: 0.8239909410, propagate_forward_time: 31.3513545990, propagate_backward_time: 49.7060585022, weight_update_time: 0.1479234546, other_time: 2.6080436707
epoch time: 6.8027381897s, input_fired_time: 0.1057326347, output_fired_time: 0.0000000000, propagate_forward_time: 6.2246003151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4724054337
validation[          , genome  4308] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1188.25342, best error:      1150.17908 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.4078369141s, input_fired_time: 0.8197788596, output_fired_time: 0.8190286756, propagate_forward_time: 31.0131855011, propagate_backward_time: 49.1756324768, weight_update_time: 0.1462303996, other_time: 2.5802116394
epoch time: 6.9650158882s, input_fired_time: 0.1045199111, output_fired_time: 0.0000000000, propagate_forward_time: 6.3851351738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4753608704
validation[          , genome  4308] predictions:    9622/  10000 (96.22%), best:    9672/10000 (96.72%), error:      1297.09888, best error:      1150.17908 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 85.7494125366s, input_fired_time: 0.8307459950, output_fired_time: 0.8271648884, propagate_forward_time: 31.6403198242, propagate_backward_time: 49.8548545837, weight_update_time: 0.1468424797, other_time: 2.5963249207
epoch time: 6.7501449585s, input_fired_time: 0.1032017767, output_fired_time: 0.0000000000, propagate_forward_time: 6.1834559441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4634871483
validation[          , genome  4308] predictions:    9647/  10000 (96.47%), best:    9672/10000 (96.72%), error:      1209.46277, best error:      1150.17908 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 85.1274566650s, input_fired_time: 0.8267987370, output_fired_time: 0.8189942837, propagate_forward_time: 31.3835906982, propagate_backward_time: 49.5089492798, weight_update_time: 0.1468683481, other_time: 2.5891265869
epoch time: 6.6351571083s, input_fired_time: 0.1002204046, output_fired_time: 0.0000000000, propagate_forward_time: 6.0838127136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4511241913
validation[          , genome  4308] predictions:    9630/  10000 (96.30%), best:    9672/10000 (96.72%), error:      1277.66003, best error:      1150.17908 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 85.3073272705s, input_fired_time: 0.8272253275, output_fired_time: 0.8223937154, propagate_forward_time: 31.5021018982, propagate_backward_time: 49.5787734985, weight_update_time: 0.1464005262, other_time: 2.5768318176
epoch time: 6.8741941452s, input_fired_time: 0.1040783450, output_fired_time: 0.0000000000, propagate_forward_time: 6.2999258041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4701900482
validation[          , genome  4308] predictions:    9642/  10000 (96.42%), best:    9672/10000 (96.72%), error:      1219.21863, best error:      1150.17908 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 85.3730087280s, input_fired_time: 0.8269004822, output_fired_time: 0.8268295527, propagate_forward_time: 31.5088710785, propagate_backward_time: 49.6296272278, weight_update_time: 0.1480026245, other_time: 2.5807838440
epoch time: 7.0159039497s, input_fired_time: 0.1074154079, output_fired_time: 0.0000000000, propagate_forward_time: 6.4278283119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4806604385
validation[          , genome  4308] predictions:    9590/  10000 (95.90%), best:    9672/10000 (96.72%), error:      1409.99414, best error:      1150.17908 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 85.5824432373s, input_fired_time: 0.8248975277, output_fired_time: 0.8271359205, propagate_forward_time: 31.5543403625, propagate_backward_time: 49.8042488098, weight_update_time: 0.1458199471, other_time: 2.5718231201
epoch time: 6.8131012917s, input_fired_time: 0.1024222299, output_fired_time: 0.0000000000, propagate_forward_time: 6.2453684807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653105736
validation[          , genome  4308] predictions:    9652/  10000 (96.52%), best:    9672/10000 (96.72%), error:      1220.77075, best error:      1150.17908 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 85.2422485352s, input_fired_time: 0.8304682374, output_fired_time: 0.8211110830, propagate_forward_time: 31.4352416992, propagate_backward_time: 49.5459442139, weight_update_time: 0.1479336321, other_time: 2.6094818115
epoch time: 6.6546754837s, input_fired_time: 0.1037123725, output_fired_time: 0.0000000000, propagate_forward_time: 6.0931453705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4578175545
validation[          , genome  4308] predictions:    9651/  10000 (96.51%), best:    9672/10000 (96.72%), error:      1217.84644, best error:      1150.17908 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 85.0326690674s, input_fired_time: 0.8227152824, output_fired_time: 0.8197066784, propagate_forward_time: 31.3696422577, propagate_backward_time: 49.4363708496, weight_update_time: 0.1481990665, other_time: 2.5842285156
epoch time: 6.8582148552s, input_fired_time: 0.1048907638, output_fired_time: 0.0000000000, propagate_forward_time: 6.2881493568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4651746750
validation[          , genome  4308] predictions:    9634/  10000 (96.34%), best:    9672/10000 (96.72%), error:      1252.52747, best error:      1150.17908 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 85.6714782715s, input_fired_time: 0.8295453191, output_fired_time: 0.8245105743, propagate_forward_time: 31.4851646423, propagate_backward_time: 49.9483108521, weight_update_time: 0.1457465440, other_time: 2.5839500427
epoch time: 7.0756769180s, input_fired_time: 0.1094699278, output_fired_time: 0.0000000000, propagate_forward_time: 6.4819817543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842252731
validation[          , genome  4308] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1175.66382, best error:      1150.17908 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 86.1472549438s, input_fired_time: 0.8316901922, output_fired_time: 0.8262811303, propagate_forward_time: 31.7491855621, propagate_backward_time: 50.1474533081, weight_update_time: 0.1469907612, other_time: 2.5926513672
epoch time: 6.5513143539s, input_fired_time: 0.1029609069, output_fired_time: 0.0000000000, propagate_forward_time: 5.9915657043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567875862
validation[          , genome  4308] predictions:    9623/  10000 (96.23%), best:    9672/10000 (96.72%), error:      1252.80225, best error:      1150.17908 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 84.9486618042s, input_fired_time: 0.8306962848, output_fired_time: 0.8197861910, propagate_forward_time: 31.2819290161, propagate_backward_time: 49.4320297241, weight_update_time: 0.1476929337, other_time: 2.5842208862
epoch time: 6.9769349098s, input_fired_time: 0.1072132885, output_fired_time: 0.0000000000, propagate_forward_time: 6.3915796280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4781417847
validation[          , genome  4308] predictions:    9602/  10000 (96.02%), best:    9672/10000 (96.72%), error:      1320.69885, best error:      1150.17908 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.3980789185s, input_fired_time: 0.8342917562, output_fired_time: 0.8237178326, propagate_forward_time: 31.4704246521, propagate_backward_time: 49.6716499329, weight_update_time: 0.1467476934, other_time: 2.5979995728
epoch time: 7.1337008476s, input_fired_time: 0.1095558405, output_fired_time: 0.0000000000, propagate_forward_time: 6.5470266342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4771184921
validation[          , genome  4308] predictions:    9647/  10000 (96.47%), best:    9672/10000 (96.72%), error:      1212.02832, best error:      1150.17908 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 85.4451370239s, input_fired_time: 0.8309284449, output_fired_time: 0.8249499798, propagate_forward_time: 31.5037727356, propagate_backward_time: 49.6900901794, weight_update_time: 0.1472636610, other_time: 2.5953979492
epoch time: 6.8952512741s, input_fired_time: 0.1060558558, output_fired_time: 0.0000000000, propagate_forward_time: 6.3266186714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625768661
validation[          , genome  4308] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1225.79724, best error:      1150.17908 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 84.7373352051s, input_fired_time: 0.8258816600, output_fired_time: 0.8169279695, propagate_forward_time: 31.2564048767, propagate_backward_time: 49.2375679016, weight_update_time: 0.1492522359, other_time: 2.6005554199
epoch time: 6.8090190887s, input_fired_time: 0.1035422906, output_fired_time: 0.0000000000, propagate_forward_time: 6.2420849800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633917809
validation[          , genome  4308] predictions:    9610/  10000 (96.10%), best:    9672/10000 (96.72%), error:      1346.53955, best error:      1150.17908 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 85.3570022583s, input_fired_time: 0.8299450278, output_fired_time: 0.8235168457, propagate_forward_time: 31.4941520691, propagate_backward_time: 49.6141319275, weight_update_time: 0.1481664479, other_time: 2.5952529907
epoch time: 7.0056738853s, input_fired_time: 0.1096003354, output_fired_time: 0.0000000000, propagate_forward_time: 6.4175329208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4785404205
validation[          , genome  4308] predictions:    9630/  10000 (96.30%), best:    9672/10000 (96.72%), error:      1260.74426, best error:      1150.17908 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 85.3407897949s, input_fired_time: 0.8314843178, output_fired_time: 0.8211045861, propagate_forward_time: 31.4676208496, propagate_backward_time: 49.6323738098, weight_update_time: 0.1473522633, other_time: 2.5882072449
epoch time: 6.6664485931s, input_fired_time: 0.1015999913, output_fired_time: 0.0000000000, propagate_forward_time: 6.1037120819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611363411
validation[          , genome  4308] predictions:    9641/  10000 (96.41%), best:    9672/10000 (96.72%), error:      1230.72400, best error:      1150.17908 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 85.7684555054s, input_fired_time: 0.8334347010, output_fired_time: 0.8233207464, propagate_forward_time: 31.6801204681, propagate_backward_time: 49.8445396423, weight_update_time: 0.1484291106, other_time: 2.5870399475
epoch time: 6.8699159622s, input_fired_time: 0.1053395346, output_fired_time: 0.0000000000, propagate_forward_time: 6.3036127090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4609637260
validation[          , genome  4308] predictions:    9651/  10000 (96.51%), best:    9672/10000 (96.72%), error:      1223.65454, best error:      1150.17908 on epoch:    81, 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: 34.3667144775s, input_fired_time: 0.5206099153, output_fired_time: 0.0000000000, propagate_forward_time: 31.4680213928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3780822754
best training[          , genome  4308] predictions:   48980/  50000 (97.96%), best:    9672/10000 (96.72%), error:      3759.54883, best error:      1150.17908 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 6.8952155113s, input_fired_time: 0.1055474132, output_fired_time: 0.0000000000, propagate_forward_time: 6.3159689903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4736990929
   testing[          , genome  4308] predictions:    9664/  10000 (96.64%), best:    9672/10000 (96.72%), error:      1109.35144, best error:      1150.17908 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:08:41 (6624): called boinc_finish(0)

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