Nameexact_genome_1512568488_45_7150_1
Workunit2606997
Created8 Dec 2017, 0:10:38 UTC
Sent8 Dec 2017, 0:13:10 UTC
Report deadline14 Dec 2017, 0:01:03 UTC
Received8 Dec 2017, 12:47:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 32 min 40 sec
CPU time2 hours 32 min 40 sec
Validate stateValid
Credit1,497.90
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.96 MB
Peak swap size151.18 MB
Peak disk usage1.08 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 85.2993774414s, input_fired_time: 0.7201820016, output_fired_time: 0.5007840395, propagate_forward_time: 34.3102912903, propagate_backward_time: 47.7695770264, weight_update_time: 0.1017307192, other_time: 1.9985389709
epoch time: 6.6567263603s, input_fired_time: 0.0746200457, output_fired_time: 0.0000000000, propagate_forward_time: 6.2551655769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269405365
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9722/10000 (97.22%), error:      1000.18109, best error:       948.40039 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 93.5797500610s, input_fired_time: 0.7609608769, output_fired_time: 0.5389629602, propagate_forward_time: 37.6199760437, propagate_backward_time: 52.5148468018, weight_update_time: 0.1100485474, other_time: 2.1450004578
epoch time: 8.1649217606s, input_fired_time: 0.0874365345, output_fired_time: 0.0000000000, propagate_forward_time: 7.6944293976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3830556870
validation[          , genome  7150] predictions:    9694/  10000 (96.94%), best:    9722/10000 (97.22%), error:      1058.22083, best error:       948.40039 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 86.4889755249s, input_fired_time: 0.7412269711, output_fired_time: 0.5102400780, propagate_forward_time: 34.4825363159, propagate_backward_time: 48.6836509705, weight_update_time: 0.1049684957, other_time: 2.0713233948
epoch time: 7.8243484497s, input_fired_time: 0.0909778923, output_fired_time: 0.0000000000, propagate_forward_time: 7.3528232574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805475235
validation[          , genome  7150] predictions:    9645/  10000 (96.45%), best:    9722/10000 (97.22%), error:      1110.19214, best error:       948.40039 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 88.0073623657s, input_fired_time: 0.7377690077, output_fired_time: 0.5155006647, propagate_forward_time: 35.4084129333, propagate_backward_time: 49.3075485229, weight_update_time: 0.1037017182, other_time: 2.0381278992
epoch time: 7.3976044655s, input_fired_time: 0.0818557516, output_fired_time: 0.0000000000, propagate_forward_time: 6.9564175606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593311310
validation[          , genome  7150] predictions:    9706/  10000 (97.06%), best:    9722/10000 (97.22%), error:       969.37305, best error:       948.40039 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 97.6019744873s, input_fired_time: 0.7848404050, output_fired_time: 0.5606226325, propagate_forward_time: 39.3739128113, propagate_backward_time: 54.6601181030, weight_update_time: 0.1143300906, other_time: 2.2224769592
epoch time: 6.8791222572s, input_fired_time: 0.0770275369, output_fired_time: 0.0000000000, propagate_forward_time: 6.4685082436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335866928
validation[          , genome  7150] predictions:    9656/  10000 (96.56%), best:    9722/10000 (97.22%), error:      1100.11621, best error:       948.40039 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.9565124512s, input_fired_time: 0.6922563314, output_fired_time: 0.4720907211, propagate_forward_time: 31.6607685089, propagate_backward_time: 44.2634506226, weight_update_time: 0.0938701555, other_time: 1.8679504395
epoch time: 7.3751068115s, input_fired_time: 0.0812378526, output_fired_time: 0.0000000000, propagate_forward_time: 6.9411096573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527593613
validation[          , genome  7150] predictions:    9681/  10000 (96.81%), best:    9722/10000 (97.22%), error:      1040.74231, best error:       948.40039 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 83.9034271240s, input_fired_time: 0.7202332616, output_fired_time: 0.4957465827, propagate_forward_time: 33.7333679199, propagate_backward_time: 46.9864921570, weight_update_time: 0.0998267382, other_time: 1.9675941467
epoch time: 6.3599276543s, input_fired_time: 0.0735753179, output_fired_time: 0.0000000000, propagate_forward_time: 5.9690947533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172574043
validation[          , genome  7150] predictions:    9700/  10000 (97.00%), best:    9722/10000 (97.22%), error:      1014.16241, best error:       948.40039 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 75.9076385498s, input_fired_time: 0.6797273755, output_fired_time: 0.4567319155, propagate_forward_time: 30.4399127960, propagate_backward_time: 42.5032653809, weight_update_time: 0.0919992998, other_time: 1.8280029297
epoch time: 6.4739503860s, input_fired_time: 0.0746701136, output_fired_time: 0.0000000000, propagate_forward_time: 6.0785651207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207149506
validation[          , genome  7150] predictions:    9682/  10000 (96.82%), best:    9722/10000 (97.22%), error:       975.35321, best error:       948.40039 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.0163192749s, input_fired_time: 0.6824128628, output_fired_time: 0.4557110071, propagate_forward_time: 30.6065177917, propagate_backward_time: 42.4442367554, weight_update_time: 0.0915011913, other_time: 1.8274421692
epoch time: 6.4926619530s, input_fired_time: 0.0741757601, output_fired_time: 0.0000000000, propagate_forward_time: 6.1000351906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184509277
validation[          , genome  7150] predictions:    9691/  10000 (96.91%), best:    9722/10000 (97.22%), error:      1003.26105, best error:       948.40039 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 77.5508193970s, input_fired_time: 0.6876509786, output_fired_time: 0.4625418484, propagate_forward_time: 31.1307201385, propagate_backward_time: 43.4179039001, weight_update_time: 0.0931711122, other_time: 1.8520011902
epoch time: 6.9727220535s, input_fired_time: 0.0789408386, output_fired_time: 0.0000000000, propagate_forward_time: 6.5584869385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352942467
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9722/10000 (97.22%), error:       969.92072, best error:       948.40039 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 83.4599533081s, input_fired_time: 0.7234891057, output_fired_time: 0.4911174774, propagate_forward_time: 33.5144538879, propagate_backward_time: 46.7399444580, weight_update_time: 0.0993210003, other_time: 1.9909477234
epoch time: 6.5731701851s, input_fired_time: 0.0753928050, output_fired_time: 0.0000000000, propagate_forward_time: 6.1716365814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261408806
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       904.83521, best error:       904.83521 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 77.2405014038s, input_fired_time: 0.6977421641, output_fired_time: 0.4664676785, propagate_forward_time: 31.1250457764, propagate_backward_time: 43.0613746643, weight_update_time: 0.0921828896, other_time: 1.8898735046
epoch time: 6.6885676384s, input_fired_time: 0.0772646740, output_fired_time: 0.0000000000, propagate_forward_time: 6.2741632462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371396065
validation[          , genome  7150] predictions:    9698/  10000 (96.98%), best:    9716/10000 (97.16%), error:       973.54462, best error:       904.83521 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 77.7810058594s, input_fired_time: 0.6985255480, output_fired_time: 0.4643237889, propagate_forward_time: 31.3030662537, propagate_backward_time: 43.4052467346, weight_update_time: 0.0931023881, other_time: 1.9098434448
epoch time: 6.6584525108s, input_fired_time: 0.0755607858, output_fired_time: 0.0000000000, propagate_forward_time: 6.2476487160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352432251
validation[          , genome  7150] predictions:    9709/  10000 (97.09%), best:    9716/10000 (97.16%), error:       930.27295, best error:       904.83521 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 85.4411468506s, input_fired_time: 0.7391927242, output_fired_time: 0.5103622675, propagate_forward_time: 34.4118041992, propagate_backward_time: 47.7282562256, weight_update_time: 0.1010392159, other_time: 2.0515365601
epoch time: 6.6087822914s, input_fired_time: 0.0772862509, output_fired_time: 0.0000000000, propagate_forward_time: 6.1935143471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379817009
validation[          , genome  7150] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       827.65662, best error:       827.65662 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 91.8782348633s, input_fired_time: 0.7586034536, output_fired_time: 0.5308402777, propagate_forward_time: 36.9619522095, propagate_backward_time: 51.5070381165, weight_update_time: 0.1077363342, other_time: 2.1198005676
epoch time: 6.5971202850s, input_fired_time: 0.0760593638, output_fired_time: 0.0000000000, propagate_forward_time: 6.1976079941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234529495
validation[          , genome  7150] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       980.91052, best error:       827.65662 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 88.4600448608s, input_fired_time: 0.7436178327, output_fired_time: 0.5159378648, propagate_forward_time: 35.5360450745, propagate_backward_time: 49.6154060364, weight_update_time: 0.1039985567, other_time: 2.0490417480
epoch time: 8.2583913803s, input_fired_time: 0.0896879658, output_fired_time: 0.0000000000, propagate_forward_time: 7.7804732323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882298470
validation[          , genome  7150] predictions:    9671/  10000 (96.71%), best:    9737/10000 (97.37%), error:      1040.73206, best error:       827.65662 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 90.6495666504s, input_fired_time: 0.7633422017, output_fired_time: 0.5321616530, propagate_forward_time: 36.2520942688, propagate_backward_time: 50.9802856445, weight_update_time: 0.1081465036, other_time: 2.1216850281
epoch time: 6.0795774460s, input_fired_time: 0.0779936388, output_fired_time: 0.0000000000, propagate_forward_time: 5.6780076027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3235759735
validation[          , genome  7150] predictions:    9705/  10000 (97.05%), best:    9737/10000 (97.37%), error:       931.21179, best error:       827.65662 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 81.6815490723s, input_fired_time: 0.7232389450, output_fired_time: 0.4854214489, propagate_forward_time: 32.3006477356, propagate_backward_time: 46.1612968445, weight_update_time: 0.1006835103, other_time: 2.0109481812
epoch time: 6.2545452118s, input_fired_time: 0.0792482197, output_fired_time: 0.0000000000, propagate_forward_time: 5.8451600075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301367760
validation[          , genome  7150] predictions:    9657/  10000 (96.57%), best:    9737/10000 (97.37%), error:      1084.28894, best error:       827.65662 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 74.9382324219s, input_fired_time: 0.7029209733, output_fired_time: 0.4548631907, propagate_forward_time: 29.8316078186, propagate_backward_time: 42.0055007935, weight_update_time: 0.0947555974, other_time: 1.9433403015
epoch time: 8.5287294388s, input_fired_time: 0.0978118107, output_fired_time: 0.0000000000, propagate_forward_time: 8.0227708817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081468582
validation[          , genome  7150] predictions:    9712/  10000 (97.12%), best:    9737/10000 (97.37%), error:       923.69281, best error:       827.65662 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 93.4810943604s, input_fired_time: 0.7790681124, output_fired_time: 0.5403158069, propagate_forward_time: 37.5270080566, propagate_backward_time: 52.4835128784, weight_update_time: 0.1119660363, other_time: 2.1511917114
epoch time: 6.5754771233s, input_fired_time: 0.0778014585, output_fired_time: 0.0000000000, propagate_forward_time: 6.1760435104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216323853
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9737/10000 (97.37%), error:       941.07654, best error:       827.65662 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 81.5433044434s, input_fired_time: 0.7274593711, output_fired_time: 0.4839998782, propagate_forward_time: 32.7675628662, propagate_backward_time: 45.6270484924, weight_update_time: 0.1015519649, other_time: 1.9372291565
epoch time: 8.7102479935s, input_fired_time: 0.0956275314, output_fired_time: 0.0000000000, propagate_forward_time: 8.2115936279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030265808
validation[          , genome  7150] predictions:    9689/  10000 (96.89%), best:    9737/10000 (97.37%), error:       988.52588, best error:       827.65662 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.0879364014s, input_fired_time: 0.7502729297, output_fired_time: 0.5067322254, propagate_forward_time: 34.7318344116, propagate_backward_time: 48.0442237854, weight_update_time: 0.1015638113, other_time: 2.0548744202
epoch time: 6.0628547668s, input_fired_time: 0.0735373348, output_fired_time: 0.0000000000, propagate_forward_time: 5.6789565086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3103609085
validation[          , genome  7150] predictions:    9669/  10000 (96.69%), best:    9737/10000 (97.37%), error:      1139.81897, best error:       827.65662 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.7771148682s, input_fired_time: 0.7236807942, output_fired_time: 0.4797472358, propagate_forward_time: 32.5455245972, propagate_backward_time: 45.0686187744, weight_update_time: 0.0962013602, other_time: 1.9595489502
epoch time: 5.6871700287s, input_fired_time: 0.0728608370, output_fired_time: 0.0000000000, propagate_forward_time: 5.3096537590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046555519
validation[          , genome  7150] predictions:    9691/  10000 (96.91%), best:    9737/10000 (97.37%), error:      1001.67487, best error:       827.65662 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 93.8415908813s, input_fired_time: 0.7825521231, output_fired_time: 0.5377680063, propagate_forward_time: 37.5028152466, propagate_backward_time: 52.8491020203, weight_update_time: 0.1113345623, other_time: 2.1693534851
epoch time: 8.4720821381s, input_fired_time: 0.0945523903, output_fired_time: 0.0000000000, propagate_forward_time: 7.9806051254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969249725
validation[          , genome  7150] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       927.54523, best error:       827.65662 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 87.3374786377s, input_fired_time: 0.7563455105, output_fired_time: 0.5125488043, propagate_forward_time: 34.9022560120, propagate_backward_time: 49.0555419922, weight_update_time: 0.1070643440, other_time: 2.1107826233
epoch time: 6.6495990753s, input_fired_time: 0.0789925009, output_fired_time: 0.0000000000, propagate_forward_time: 6.2377343178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328723907
validation[          , genome  7150] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       807.12170, best error:       807.12170 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 84.2081756592s, input_fired_time: 0.7404366136, output_fired_time: 0.4917523563, propagate_forward_time: 33.6891632080, propagate_backward_time: 47.2427291870, weight_update_time: 0.1037299931, other_time: 2.0440902710
epoch time: 6.5738902092s, input_fired_time: 0.0837547258, output_fired_time: 0.0000000000, propagate_forward_time: 6.1476006508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425350189
validation[          , genome  7150] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       968.95026, best error:       807.12170 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 77.9108581543s, input_fired_time: 0.7071884871, output_fired_time: 0.4671473503, propagate_forward_time: 31.0353145599, propagate_backward_time: 43.7941513062, weight_update_time: 0.0974246785, other_time: 1.9070510864
epoch time: 6.3716292381s, input_fired_time: 0.0761160776, output_fired_time: 0.0000000000, propagate_forward_time: 5.9803237915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3151893616
validation[          , genome  7150] predictions:    9678/  10000 (96.78%), best:    9735/10000 (97.35%), error:      1030.64624, best error:       807.12170 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 77.5680465698s, input_fired_time: 0.7073231339, output_fired_time: 0.4651926756, propagate_forward_time: 31.1744003296, propagate_backward_time: 43.3420219421, weight_update_time: 0.0970668644, other_time: 1.8791084290
epoch time: 6.5417852402s, input_fired_time: 0.0778296292, output_fired_time: 0.0000000000, propagate_forward_time: 6.1373434067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266119957
validation[          , genome  7150] predictions:    9739/  10000 (97.39%), best:    9735/10000 (97.35%), error:       919.91339, best error:       807.12170 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 77.8125305176s, input_fired_time: 0.7154464722, output_fired_time: 0.4658804536, propagate_forward_time: 31.0974597931, propagate_backward_time: 43.6336364746, weight_update_time: 0.0975700170, other_time: 1.9001083374
epoch time: 6.8092994690s, input_fired_time: 0.0803992748, output_fired_time: 0.0000000000, propagate_forward_time: 6.3884634972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404364586
validation[          , genome  7150] predictions:    9688/  10000 (96.88%), best:    9735/10000 (97.35%), error:      1072.00903, best error:       807.12170 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 77.3451538086s, input_fired_time: 0.7101455927, output_fired_time: 0.4663657248, propagate_forward_time: 30.8549022675, propagate_backward_time: 43.4544982910, weight_update_time: 0.0964626446, other_time: 1.8592453003
epoch time: 6.5944619179s, input_fired_time: 0.0784807727, output_fired_time: 0.0000000000, propagate_forward_time: 6.1893162727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266649246
validation[          , genome  7150] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       921.80823, best error:       807.12170 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 77.6483154297s, input_fired_time: 0.7077868581, output_fired_time: 0.4632351696, propagate_forward_time: 31.2903079987, propagate_backward_time: 43.2966804504, weight_update_time: 0.0975983962, other_time: 1.8903083801
epoch time: 6.6684780121s, input_fired_time: 0.0796711594, output_fired_time: 0.0000000000, propagate_forward_time: 6.2589688301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298377991
validation[          , genome  7150] predictions:    9748/  10000 (97.48%), best:    9735/10000 (97.35%), error:       820.72260, best error:       807.12170 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 77.7598724365s, input_fired_time: 0.7090456486, output_fired_time: 0.4627145827, propagate_forward_time: 31.2303829193, propagate_backward_time: 43.4727554321, weight_update_time: 0.0983133614, other_time: 1.8849716187
epoch time: 6.3820738792s, input_fired_time: 0.0773281157, output_fired_time: 0.0000000000, propagate_forward_time: 5.9853301048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194155693
validation[          , genome  7150] predictions:    9679/  10000 (96.79%), best:    9735/10000 (97.35%), error:       952.86719, best error:       807.12170 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 76.5512924194s, input_fired_time: 0.7029289603, output_fired_time: 0.4593601823, propagate_forward_time: 30.7205085754, propagate_backward_time: 42.8103523254, weight_update_time: 0.0960762128, other_time: 1.8581466675
epoch time: 6.5027151108s, input_fired_time: 0.0774937943, output_fired_time: 0.0000000000, propagate_forward_time: 6.1025671959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226542473
validation[          , genome  7150] predictions:    9551/  10000 (95.51%), best:    9735/10000 (97.35%), error:      1344.76465, best error:       807.12170 on epoch:    38, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 76.8094635010s, input_fired_time: 0.7037886977, output_fired_time: 0.4606138468, propagate_forward_time: 30.7399196625, propagate_backward_time: 43.0272293091, weight_update_time: 0.0975395367, other_time: 1.8779067993
epoch time: 6.7695779800s, input_fired_time: 0.0804770216, output_fired_time: 0.0000000000, propagate_forward_time: 6.3538517952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352489471
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9735/10000 (97.35%), error:       953.90912, best error:       807.12170 on epoch:    38, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 76.8234405518s, input_fired_time: 0.7085698247, output_fired_time: 0.4602735341, propagate_forward_time: 30.9644355774, propagate_backward_time: 42.8347358704, weight_update_time: 0.0963685587, other_time: 1.8554229736
epoch time: 6.5706915855s, input_fired_time: 0.0787973031, output_fired_time: 0.0000000000, propagate_forward_time: 6.1671018600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247923851
validation[          , genome  7150] predictions:    9736/  10000 (97.36%), best:    9735/10000 (97.35%), error:       853.46228, best error:       807.12170 on epoch:    38, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 76.9292526245s, input_fired_time: 0.7064836621, output_fired_time: 0.4588379562, propagate_forward_time: 30.9498538971, propagate_backward_time: 42.9466171265, weight_update_time: 0.0970248133, other_time: 1.8674621582
epoch time: 6.5192446709s, input_fired_time: 0.0784962624, output_fired_time: 0.0000000000, propagate_forward_time: 6.1174554825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232927322
validation[          , genome  7150] predictions:    9711/  10000 (97.11%), best:    9735/10000 (97.35%), error:       942.30023, best error:       807.12170 on epoch:    38, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.1734390259s, input_fired_time: 0.7000892758, output_fired_time: 0.4568197727, propagate_forward_time: 30.4370288849, propagate_backward_time: 42.7373847961, weight_update_time: 0.0955546945, other_time: 1.8421211243
epoch time: 6.4311165810s, input_fired_time: 0.0782906488, output_fired_time: 0.0000000000, propagate_forward_time: 6.0321249962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207011223
validation[          , genome  7150] predictions:    9682/  10000 (96.82%), best:    9735/10000 (97.35%), error:      1046.39514, best error:       807.12170 on epoch:    38, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 76.4993591309s, input_fired_time: 0.7041248679, output_fired_time: 0.4585666955, propagate_forward_time: 30.5258178711, propagate_backward_time: 42.9588813782, weight_update_time: 0.0961243361, other_time: 1.8519706726
epoch time: 6.4594459534s, input_fired_time: 0.0780911222, output_fired_time: 0.0000000000, propagate_forward_time: 6.0586671829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226876259
validation[          , genome  7150] predictions:    9686/  10000 (96.86%), best:    9735/10000 (97.35%), error:       954.99176, best error:       807.12170 on epoch:    38, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 83.3516769409s, input_fired_time: 0.7448576689, output_fired_time: 0.4969897568, propagate_forward_time: 33.5961036682, propagate_backward_time: 46.5508193970, weight_update_time: 0.1022369266, other_time: 1.9629096985
epoch time: 6.4953527451s, input_fired_time: 0.0788381994, output_fired_time: 0.0000000000, propagate_forward_time: 6.0933256149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231887817
validation[          , genome  7150] predictions:    9718/  10000 (97.18%), best:    9735/10000 (97.35%), error:       871.47827, best error:       807.12170 on epoch:    38, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 83.0029220581s, input_fired_time: 0.7406601310, output_fired_time: 0.4885473549, propagate_forward_time: 33.3234710693, propagate_backward_time: 46.4541816711, weight_update_time: 0.1029100418, other_time: 1.9960594177
epoch time: 7.7162408829s, input_fired_time: 0.0892430767, output_fired_time: 0.0000000000, propagate_forward_time: 7.2528109550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3741869926
validation[          , genome  7150] predictions:    9751/  10000 (97.51%), best:    9735/10000 (97.35%), error:       819.78888, best error:       807.12170 on epoch:    38, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 89.8534698486s, input_fired_time: 0.7766295671, output_fired_time: 0.5241953135, propagate_forward_time: 36.2057189941, propagate_backward_time: 50.1161346436, weight_update_time: 0.1097747833, other_time: 2.2307968140
epoch time: 6.7139492035s, input_fired_time: 0.0804169476, output_fired_time: 0.0000000000, propagate_forward_time: 6.2869882584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3465437889
validation[          , genome  7150] predictions:    9729/  10000 (97.29%), best:    9735/10000 (97.35%), error:       868.13068, best error:       807.12170 on epoch:    38, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 78.5108108521s, input_fired_time: 0.7173179984, output_fired_time: 0.4681871831, propagate_forward_time: 31.2964897156, propagate_backward_time: 44.0209083557, weight_update_time: 0.0978081897, other_time: 2.0079116821
epoch time: 8.7036390305s, input_fired_time: 0.0981574357, output_fired_time: 0.0000000000, propagate_forward_time: 8.1967020035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087791443
validation[          , genome  7150] predictions:    9742/  10000 (97.42%), best:    9735/10000 (97.35%), error:       859.29108, best error:       807.12170 on epoch:    38, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 98.6701354980s, input_fired_time: 0.8207468390, output_fired_time: 0.5638608336, propagate_forward_time: 39.7284889221, propagate_backward_time: 55.2708244324, weight_update_time: 0.1179125458, other_time: 2.2862167358
epoch time: 8.4917402267s, input_fired_time: 0.0952831507, output_fired_time: 0.0000000000, propagate_forward_time: 7.9963555336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4001011848
validation[          , genome  7150] predictions:    9746/  10000 (97.46%), best:    9735/10000 (97.35%), error:       854.32239, best error:       807.12170 on epoch:    38, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 93.2012786865s, input_fired_time: 0.7889886498, output_fired_time: 0.5388684869, propagate_forward_time: 37.4362335205, propagate_backward_time: 52.2307968140, weight_update_time: 0.1119591296, other_time: 2.2063903809
epoch time: 8.1791925430s, input_fired_time: 0.0928591937, output_fired_time: 0.0000000000, propagate_forward_time: 7.6963005066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900327682
validation[          , genome  7150] predictions:    9758/  10000 (97.58%), best:    9735/10000 (97.35%), error:       814.41498, best error:       807.12170 on epoch:    38, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.1442108154s, input_fired_time: 0.7759861946, output_fired_time: 0.5266693234, propagate_forward_time: 36.8070869446, propagate_backward_time: 50.9202842712, weight_update_time: 0.1079410911, other_time: 2.1141815186
epoch time: 6.6181440353s, input_fired_time: 0.0774208531, output_fired_time: 0.0000000000, propagate_forward_time: 6.2169342041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3237891197
validation[          , genome  7150] predictions:    9727/  10000 (97.27%), best:    9735/10000 (97.35%), error:       894.23212, best error:       807.12170 on epoch:    38, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 82.1113204956s, input_fired_time: 0.7252582908, output_fired_time: 0.4832115471, propagate_forward_time: 32.9445838928, propagate_backward_time: 46.0219116211, weight_update_time: 0.0972843766, other_time: 1.9363517761
epoch time: 6.7515492439s, input_fired_time: 0.0789245442, output_fired_time: 0.0000000000, propagate_forward_time: 6.3342704773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383541107
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9735/10000 (97.35%), error:       908.46973, best error:       807.12170 on epoch:    38, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 79.9941177368s, input_fired_time: 0.7166795135, output_fired_time: 0.4772571623, propagate_forward_time: 32.0282745361, propagate_backward_time: 44.8881912231, weight_update_time: 0.0950293094, other_time: 1.8837127686
epoch time: 6.3960971832s, input_fired_time: 0.0813306421, output_fired_time: 0.0000000000, propagate_forward_time: 5.9898085594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249578476
validation[          , genome  7150] predictions:    9707/  10000 (97.07%), best:    9735/10000 (97.35%), error:       966.29706, best error:       807.12170 on epoch:    38, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 77.5411911011s, input_fired_time: 0.7400992513, output_fired_time: 0.4727225900, propagate_forward_time: 31.6785449982, propagate_backward_time: 42.7145042419, weight_update_time: 0.0956470519, other_time: 1.9353218079
epoch time: 6.0792932510s, input_fired_time: 0.0785102770, output_fired_time: 0.0000000000, propagate_forward_time: 5.6825051308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182778358
validation[          , genome  7150] predictions:    9739/  10000 (97.39%), best:    9735/10000 (97.35%), error:       882.13635, best error:       807.12170 on epoch:    38, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 83.0880203247s, input_fired_time: 0.7291334271, output_fired_time: 0.4911920726, propagate_forward_time: 33.4306221008, propagate_backward_time: 46.5209159851, weight_update_time: 0.0973000824, other_time: 1.9161529541
epoch time: 6.4672350883s, input_fired_time: 0.0767679885, output_fired_time: 0.0000000000, propagate_forward_time: 6.0692729950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3211941719
validation[          , genome  7150] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       876.14465, best error:       807.12170 on epoch:    38, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 75.8225021362s, input_fired_time: 0.6926371455, output_fired_time: 0.4556214809, propagate_forward_time: 30.4315509796, propagate_backward_time: 42.4478759766, weight_update_time: 0.0910473838, other_time: 1.7948226929
epoch time: 6.4619836807s, input_fired_time: 0.0767610297, output_fired_time: 0.0000000000, propagate_forward_time: 6.0653252602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3198971748
validation[          , genome  7150] predictions:    9724/  10000 (97.24%), best:    9735/10000 (97.35%), error:       825.12744, best error:       807.12170 on epoch:    38, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.4798965454s, input_fired_time: 0.7471882701, output_fired_time: 0.4992425740, propagate_forward_time: 34.0007057190, propagate_backward_time: 47.2579002380, weight_update_time: 0.0999930203, other_time: 1.9748611450
epoch time: 7.7310843468s, input_fired_time: 0.0874033570, output_fired_time: 0.0000000000, propagate_forward_time: 7.2790398598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646411896
validation[          , genome  7150] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       783.36823, best error:       783.36823 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 79.6248245239s, input_fired_time: 0.7115640640, output_fired_time: 0.4748614430, propagate_forward_time: 31.8794727325, propagate_backward_time: 44.7029457092, weight_update_time: 0.0942966938, other_time: 1.8559837341
epoch time: 6.5658512115s, input_fired_time: 0.0779317319, output_fired_time: 0.0000000000, propagate_forward_time: 6.1642532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236660957
validation[          , genome  7150] predictions:    9695/  10000 (96.95%), best:    9766/10000 (97.66%), error:       918.03137, best error:       783.36823 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 76.3374252319s, input_fired_time: 0.6995382309, output_fired_time: 0.4560295343, propagate_forward_time: 30.6047592163, propagate_backward_time: 42.7765502930, weight_update_time: 0.0907799602, other_time: 1.8005447388
epoch time: 6.5656914711s, input_fired_time: 0.0777311176, output_fired_time: 0.0000000000, propagate_forward_time: 6.1670737267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3208866119
validation[          , genome  7150] predictions:    9702/  10000 (97.02%), best:    9766/10000 (97.66%), error:       941.58856, best error:       783.36823 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 76.4677276611s, input_fired_time: 0.6972740293, output_fired_time: 0.4568595886, propagate_forward_time: 30.6205005646, propagate_backward_time: 42.8996887207, weight_update_time: 0.0909711123, other_time: 1.7934112549
epoch time: 6.4640889168s, input_fired_time: 0.0769952238, output_fired_time: 0.0000000000, propagate_forward_time: 6.0735406876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135528564
validation[          , genome  7150] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       892.54285, best error:       783.36823 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 79.2904891968s, input_fired_time: 0.7117059827, output_fired_time: 0.4686357677, propagate_forward_time: 31.8158969879, propagate_backward_time: 44.4238586426, weight_update_time: 0.0943233967, other_time: 1.8703918457
epoch time: 8.5236244202s, input_fired_time: 0.0945573822, output_fired_time: 0.0000000000, propagate_forward_time: 8.0322618484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968048096
validation[          , genome  7150] predictions:    9759/  10000 (97.59%), best:    9766/10000 (97.66%), error:       815.50256, best error:       783.36823 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 83.8213806152s, input_fired_time: 0.7376316786, output_fired_time: 0.4936857224, propagate_forward_time: 33.7854614258, propagate_backward_time: 46.8151206970, weight_update_time: 0.0981708393, other_time: 1.9894828796
epoch time: 8.0495481491s, input_fired_time: 0.0907921121, output_fired_time: 0.0000000000, propagate_forward_time: 7.5684294701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903264999
validation[          , genome  7150] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       814.31317, best error:       783.36823 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 91.3143310547s, input_fired_time: 0.7722929120, output_fired_time: 0.5285201669, propagate_forward_time: 36.6279296875, propagate_backward_time: 51.2592697144, weight_update_time: 0.1060702950, other_time: 2.1263198853
epoch time: 7.7426543236s, input_fired_time: 0.0935953036, output_fired_time: 0.0000000000, propagate_forward_time: 7.2745695114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744893074
validation[          , genome  7150] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       789.48737, best error:       783.36823 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 85.8749923706s, input_fired_time: 0.7591530085, output_fired_time: 0.5033820271, propagate_forward_time: 34.5015182495, propagate_backward_time: 48.1172943115, weight_update_time: 0.1011849344, other_time: 1.9936447144
epoch time: 7.7970218658s, input_fired_time: 0.0904757231, output_fired_time: 0.0000000000, propagate_forward_time: 7.3392009735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673453331
validation[          , genome  7150] predictions:    9703/  10000 (97.03%), best:    9766/10000 (97.66%), error:       998.34222, best error:       783.36823 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.7325897217s, input_fired_time: 0.7234069705, output_fired_time: 0.4847361147, propagate_forward_time: 32.5542335510, propagate_backward_time: 46.0377807617, weight_update_time: 0.0962819755, other_time: 1.9324378967
epoch time: 6.7695584297s, input_fired_time: 0.0800452530, output_fired_time: 0.0000000000, propagate_forward_time: 6.3581547737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313584328
validation[          , genome  7150] predictions:    9688/  10000 (96.88%), best:    9766/10000 (97.66%), error:       995.99292, best error:       783.36823 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 84.1590957642s, input_fired_time: 0.7415912151, output_fired_time: 0.4910251796, propagate_forward_time: 33.6925277710, propagate_backward_time: 47.2656517029, weight_update_time: 0.1001650169, other_time: 1.9682960510
epoch time: 6.7379584312s, input_fired_time: 0.0845102146, output_fired_time: 0.0000000000, propagate_forward_time: 6.3124246597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410234451
validation[          , genome  7150] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       864.67560, best error:       783.36823 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 86.3785934448s, input_fired_time: 0.7511082292, output_fired_time: 0.5075018406, propagate_forward_time: 34.7056541443, propagate_backward_time: 48.4199714661, weight_update_time: 0.1017665863, other_time: 1.9943618774
epoch time: 8.7460346222s, input_fired_time: 0.0980165973, output_fired_time: 0.0000000000, propagate_forward_time: 8.2413921356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066257477
validation[          , genome  7150] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       879.08350, best error:       783.36823 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 93.9340896606s, input_fired_time: 0.8068584204, output_fired_time: 0.5397736430, propagate_forward_time: 37.9428405762, propagate_backward_time: 52.4749565125, weight_update_time: 0.1119017676, other_time: 2.1696586609
epoch time: 8.7233562469s, input_fired_time: 0.1022188663, output_fired_time: 0.0000000000, propagate_forward_time: 8.2068796158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142580032
validation[          , genome  7150] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       868.05853, best error:       783.36823 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 79.9571075439s, input_fired_time: 0.7475943565, output_fired_time: 0.4800519049, propagate_forward_time: 32.3341140747, propagate_backward_time: 44.4256477356, weight_update_time: 0.0989909694, other_time: 1.9696998596
epoch time: 6.0905423164s, input_fired_time: 0.0790084377, output_fired_time: 0.0000000000, propagate_forward_time: 5.7038884163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076453209
validation[          , genome  7150] predictions:    9745/  10000 (97.45%), best:    9766/10000 (97.66%), error:       830.12311, best error:       783.36823 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.5525665283s, input_fired_time: 0.7152156830, output_fired_time: 0.4459128678, propagate_forward_time: 29.2333507538, propagate_backward_time: 40.3248901367, weight_update_time: 0.0912894607, other_time: 1.8331909180
epoch time: 6.2649250031s, input_fired_time: 0.0803568363, output_fired_time: 0.0000000000, propagate_forward_time: 5.8688154221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157529831
validation[          , genome  7150] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       882.11151, best error:       783.36823 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 95.2952423096s, input_fired_time: 0.8143450618, output_fired_time: 0.5501803160, propagate_forward_time: 38.6846733093, propagate_backward_time: 53.0458679199, weight_update_time: 0.1128050834, other_time: 2.2001762390
epoch time: 6.1091270447s, input_fired_time: 0.0788855404, output_fired_time: 0.0000000000, propagate_forward_time: 5.7161378860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141036034
validation[          , genome  7150] predictions:    9752/  10000 (97.52%), best:    9766/10000 (97.66%), error:       785.97894, best error:       783.36823 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 71.2026519775s, input_fired_time: 0.7059660554, output_fired_time: 0.4248168766, propagate_forward_time: 28.4853782654, propagate_backward_time: 39.7455749512, weight_update_time: 0.0924969539, other_time: 1.8409156799
epoch time: 6.1220993996s, input_fired_time: 0.0795464739, output_fired_time: 0.0000000000, propagate_forward_time: 5.7291221619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134307861
validation[          , genome  7150] predictions:    9683/  10000 (96.83%), best:    9766/10000 (97.66%), error:      1023.44775, best error:       783.36823 on epoch:    64, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 98.0903549194s, input_fired_time: 0.8257699013, output_fired_time: 0.5626561642, propagate_forward_time: 39.5767211914, propagate_backward_time: 54.8914451599, weight_update_time: 0.1152882129, other_time: 2.2337684631
epoch time: 6.5476484299s, input_fired_time: 0.0830065086, output_fired_time: 0.0000000000, propagate_forward_time: 6.1361899376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284521103
validation[          , genome  7150] predictions:    9718/  10000 (97.18%), best:    9766/10000 (97.66%), error:       913.06470, best error:       783.36823 on epoch:    64, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 84.9931411743s, input_fired_time: 0.7661671042, output_fired_time: 0.5032286644, propagate_forward_time: 34.1635017395, propagate_backward_time: 47.5365829468, weight_update_time: 0.1022720858, other_time: 2.0236625671
epoch time: 6.1057605743s, input_fired_time: 0.0794773698, output_fired_time: 0.0000000000, propagate_forward_time: 5.7127265930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135566711
validation[          , genome  7150] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       760.63470, best error:       760.63470 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 72.6402359009s, input_fired_time: 0.7194321156, output_fired_time: 0.4384480119, propagate_forward_time: 29.3148136139, propagate_backward_time: 40.2795867920, weight_update_time: 0.0942165405, other_time: 1.8879623413
epoch time: 5.9863176346s, input_fired_time: 0.0802185982, output_fired_time: 0.0000000000, propagate_forward_time: 5.5870618820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190369606
validation[          , genome  7150] predictions:    9754/  10000 (97.54%), best:    9778/10000 (97.78%), error:       790.22192, best error:       760.63470 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 83.4205780029s, input_fired_time: 0.7458710074, output_fired_time: 0.4915984869, propagate_forward_time: 33.3867683411, propagate_backward_time: 46.7893791199, weight_update_time: 0.1003959700, other_time: 2.0069580078
epoch time: 6.8486537933s, input_fired_time: 0.0819777101, output_fired_time: 0.0000000000, propagate_forward_time: 6.4335737228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331022263
validation[          , genome  7150] predictions:    9729/  10000 (97.29%), best:    9778/10000 (97.78%), error:       864.57288, best error:       760.63470 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.3275451660s, input_fired_time: 0.7440212369, output_fired_time: 0.4961729050, propagate_forward_time: 33.7274703979, propagate_backward_time: 47.3701896667, weight_update_time: 0.0988874435, other_time: 1.9896965027
epoch time: 6.7008452415s, input_fired_time: 0.0810838938, output_fired_time: 0.0000000000, propagate_forward_time: 6.2877745628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319869041
validation[          , genome  7150] predictions:    9690/  10000 (96.90%), best:    9778/10000 (97.78%), error:       919.22650, best error:       760.63470 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 84.1189193726s, input_fired_time: 0.7432284951, output_fired_time: 0.4925776720, propagate_forward_time: 33.7258529663, propagate_backward_time: 47.1641769409, weight_update_time: 0.0990611240, other_time: 1.9930877686
epoch time: 6.3526740074s, input_fired_time: 0.0836975724, output_fired_time: 0.0000000000, propagate_forward_time: 5.9425487518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3264274597
validation[          , genome  7150] predictions:    9742/  10000 (97.42%), best:    9778/10000 (97.78%), error:       848.30212, best error:       760.63470 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.8832931519s, input_fired_time: 0.8144578934, output_fired_time: 0.5657020807, propagate_forward_time: 39.7147674561, propagate_backward_time: 55.5574684143, weight_update_time: 0.1146489456, other_time: 2.2308921814
epoch time: 7.4956402779s, input_fired_time: 0.0879196376, output_fired_time: 0.0000000000, propagate_forward_time: 7.0477504730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599700928
validation[          , genome  7150] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       830.86505, best error:       760.63470 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 89.5390777588s, input_fired_time: 0.7808288932, output_fired_time: 0.5261530876, propagate_forward_time: 36.0638122559, propagate_backward_time: 50.1074028015, weight_update_time: 0.1044248417, other_time: 2.0608787537
epoch time: 6.6451292038s, input_fired_time: 0.0804452151, output_fired_time: 0.0000000000, propagate_forward_time: 6.2447700500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199138641
validation[          , genome  7150] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       801.78333, best error:       760.63470 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 92.3155136108s, input_fired_time: 0.7933680415, output_fired_time: 0.5350552201, propagate_forward_time: 37.1483650208, propagate_backward_time: 51.7227096558, weight_update_time: 0.1085017622, other_time: 2.1160163879
epoch time: 7.1279139519s, input_fired_time: 0.0878844261, output_fired_time: 0.0000000000, propagate_forward_time: 6.6872944832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527350426
validation[          , genome  7150] predictions:    9755/  10000 (97.55%), best:    9778/10000 (97.78%), error:       799.35303, best error:       760.63470 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.9173965454s, input_fired_time: 0.8028004169, output_fired_time: 0.5419105291, propagate_forward_time: 37.9613990784, propagate_backward_time: 52.4660530090, weight_update_time: 0.1105642244, other_time: 2.1452331543
epoch time: 5.9237446785s, input_fired_time: 0.0780324936, output_fired_time: 0.0000000000, propagate_forward_time: 5.5412211418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3044910431
validation[          , genome  7150] predictions:    9756/  10000 (97.56%), best:    9778/10000 (97.78%), error:       815.06158, best error:       760.63470 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 70.4704666138s, input_fired_time: 0.7124940157, output_fired_time: 0.4384180903, propagate_forward_time: 28.7446575165, propagate_backward_time: 38.7610626221, weight_update_time: 0.0903274640, other_time: 1.8138351440
epoch time: 6.0836396217s, input_fired_time: 0.0805459619, output_fired_time: 0.0000000000, propagate_forward_time: 5.6859893799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171043396
validation[          , genome  7150] predictions:    9752/  10000 (97.52%), best:    9778/10000 (97.78%), error:       819.86700, best error:       760.63470 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 77.5439376831s, input_fired_time: 0.7408154011, output_fired_time: 0.4621701837, propagate_forward_time: 31.3985977173, propagate_backward_time: 43.0011596680, weight_update_time: 0.0975438729, other_time: 1.9411926270
epoch time: 8.7173166275s, input_fired_time: 0.0975048840, output_fired_time: 0.0000000000, propagate_forward_time: 8.2165956497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4032163620
validation[          , genome  7150] predictions:    9733/  10000 (97.33%), best:    9778/10000 (97.78%), error:       817.18793, best error:       760.63470 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 90.7027816772s, input_fired_time: 0.7883257270, output_fired_time: 0.5255808234, propagate_forward_time: 36.3377380371, propagate_backward_time: 50.9373092651, weight_update_time: 0.1082503572, other_time: 2.1138305664
epoch time: 6.0028471947s, input_fired_time: 0.0798583701, output_fired_time: 0.0000000000, propagate_forward_time: 5.6089425087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140463829
validation[          , genome  7150] predictions:    9739/  10000 (97.39%), best:    9778/10000 (97.78%), error:       837.56525, best error:       760.63470 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.6286697388s, input_fired_time: 0.7133833170, output_fired_time: 0.4554421008, propagate_forward_time: 29.6236305237, propagate_backward_time: 41.9650955200, weight_update_time: 0.0935888961, other_time: 1.8711128235
epoch time: 6.3249621391s, input_fired_time: 0.0812639967, output_fired_time: 0.0000000000, propagate_forward_time: 5.9257287979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179693222
validation[          , genome  7150] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       861.77606, best error:       760.63470 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 83.0718917847s, input_fired_time: 0.7438146472, output_fired_time: 0.4917949140, propagate_forward_time: 33.4059410095, propagate_backward_time: 46.4709434509, weight_update_time: 0.0989297405, other_time: 1.9593963623
epoch time: 6.4624781609s, input_fired_time: 0.0790201724, output_fired_time: 0.0000000000, propagate_forward_time: 6.0656270981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178310394
validation[          , genome  7150] predictions:    9740/  10000 (97.40%), best:    9778/10000 (97.78%), error:       838.28461, best error:       760.63470 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 79.0862579346s, input_fired_time: 0.7278437018, output_fired_time: 0.4666857719, propagate_forward_time: 31.7428817749, propagate_backward_time: 44.2410812378, weight_update_time: 0.0965094715, other_time: 1.9077682495
epoch time: 6.0530376434s, input_fired_time: 0.0792742744, output_fired_time: 0.0000000000, propagate_forward_time: 5.6600375175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3137259483
validation[          , genome  7150] predictions:    9715/  10000 (97.15%), best:    9778/10000 (97.78%), error:       965.35950, best error:       760.63470 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.3361740112s, input_fired_time: 0.7575290203, output_fired_time: 0.4907855988, propagate_forward_time: 33.2567596436, propagate_backward_time: 45.8154144287, weight_update_time: 0.1010579392, other_time: 2.0156860352
epoch time: 6.1430983543s, input_fired_time: 0.0803966448, output_fired_time: 0.0000000000, propagate_forward_time: 5.7476434708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150582314
validation[          , genome  7150] predictions:    9630/  10000 (96.30%), best:    9778/10000 (97.78%), error:      1230.88367, best error:       760.63470 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 97.2826080322s, input_fired_time: 0.8162129521, output_fired_time: 0.5576051474, propagate_forward_time: 39.2536125183, propagate_backward_time: 54.4526405334, weight_update_time: 0.1134407297, other_time: 2.2025375366
epoch time: 6.5385828018s, input_fired_time: 0.0798981413, output_fired_time: 0.0000000000, propagate_forward_time: 6.1371703148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3215141296
validation[          , genome  7150] predictions:    9716/  10000 (97.16%), best:    9778/10000 (97.78%), error:       892.16199, best error:       760.63470 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 88.8149032593s, input_fired_time: 0.7697360516, output_fired_time: 0.5170143843, propagate_forward_time: 35.6660652161, propagate_backward_time: 49.7807655334, weight_update_time: 0.1035232842, other_time: 2.0813217163
epoch time: 7.1594171524s, input_fired_time: 0.0866260827, output_fired_time: 0.0000000000, propagate_forward_time: 6.7143740654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584170341
validation[          , genome  7150] predictions:    9584/  10000 (95.84%), best:    9778/10000 (97.78%), error:      1428.37048, best error:       760.63470 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 82.5615539551s, input_fired_time: 0.7455692887, output_fired_time: 0.4888936281, propagate_forward_time: 33.1741333008, propagate_backward_time: 46.2043838501, weight_update_time: 0.0968500823, other_time: 1.9485778809
epoch time: 8.2154083252s, input_fired_time: 0.0943115354, output_fired_time: 0.0000000000, propagate_forward_time: 7.7236790657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974175453
validation[          , genome  7150] predictions:    9761/  10000 (97.61%), best:    9778/10000 (97.78%), error:       823.22870, best error:       760.63470 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 96.0791549683s, input_fired_time: 0.8077483177, output_fired_time: 0.5608512759, propagate_forward_time: 38.6128044128, propagate_backward_time: 53.9246520996, weight_update_time: 0.1108034775, other_time: 2.1730995178
epoch time: 8.0363197327s, input_fired_time: 0.0934035182, output_fired_time: 0.0000000000, propagate_forward_time: 7.5656762123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772401810
validation[          , genome  7150] predictions:    9758/  10000 (97.58%), best:    9778/10000 (97.78%), error:       814.26276, best error:       760.63470 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: 37.9365577698s, input_fired_time: 0.4441609681, output_fired_time: 0.0000000000, propagate_forward_time: 35.6328544617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8595428467
best training[          , genome  7150] predictions:   49629/  50000 (99.26%), best:    9778/10000 (97.78%), error:      1552.02026, best error:       760.63470 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: 7.8594856262s, input_fired_time: 0.0910967663, output_fired_time: 0.0000000000, propagate_forward_time: 7.3740730286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943157196
   testing[          , genome  7150] predictions:    9780/  10000 (97.80%), best:    9778/10000 (97.78%), error:       771.86298, best error:       760.63470 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:24:49 (42712): called boinc_finish(0)

</stderr_txt>
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