Nameexact_genome_1512568488_45_5966_1
Workunit2601093
Created7 Dec 2017, 17:22:05 UTC
Sent7 Dec 2017, 17:23:40 UTC
Report deadline14 Dec 2017, 21:58:57 UTC
Received8 Dec 2017, 14:18:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time3 hours 45 min 53 sec
CPU time3 hours 45 min 48 sec
Validate stateValid
Credit1,797.79
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.18 MB
Peak swap size151.95 MB
Peak disk usage1.15 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
e: 48.1889228821, propagate_backward_time: 71.4155273438, weight_update_time: 0.1391263008, other_time: 2.6277160645
epoch time: 10.2237939835s, input_fired_time: 0.1163355857, output_fired_time: 0.0000000000, propagate_forward_time: 9.6367168427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4707412720
validation[          , genome  5966] predictions:    9695/  10000 (96.95%), best:    9690/10000 (96.90%), error:      1025.66272, best error:      1019.28186 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 124.1483612061s, input_fired_time: 1.0632938147, output_fired_time: 0.7792988420, propagate_forward_time: 48.1857681274, propagate_backward_time: 71.4964828491, weight_update_time: 0.1397201568, other_time: 2.6235198975
epoch time: 10.2370576859s, input_fired_time: 0.1168059707, output_fired_time: 0.0000000000, propagate_forward_time: 9.6504716873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4697799683
validation[          , genome  5966] predictions:    9648/  10000 (96.48%), best:    9690/10000 (96.90%), error:      1129.68689, best error:      1019.28186 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 123.6653213501s, input_fired_time: 1.0562351942, output_fired_time: 0.7680522799, propagate_forward_time: 48.0423316956, propagate_backward_time: 71.1977462769, weight_update_time: 0.1380034238, other_time: 2.6009597778
epoch time: 10.2143888474s, input_fired_time: 0.1165233776, output_fired_time: 0.0000000000, propagate_forward_time: 9.6325998306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4652652740
validation[          , genome  5966] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1004.03448, best error:      1004.03448 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.8333816528s, input_fired_time: 1.0600863695, output_fired_time: 0.7744064927, propagate_forward_time: 47.6450386047, propagate_backward_time: 70.7466964722, weight_update_time: 0.1377974302, other_time: 2.6071548462
epoch time: 10.2450990677s, input_fired_time: 0.1176696718, output_fired_time: 0.0000000000, propagate_forward_time: 9.6568241119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4706048965
validation[          , genome  5966] predictions:    9600/  10000 (96.00%), best:    9696/10000 (96.96%), error:      1261.37622, best error:      1004.03448 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 123.1997375488s, input_fired_time: 1.0591528416, output_fired_time: 0.7676956654, propagate_forward_time: 47.8340377808, propagate_backward_time: 70.9242019653, weight_update_time: 0.1382404715, other_time: 2.6146545410
epoch time: 10.2391986847s, input_fired_time: 0.1165726557, output_fired_time: 0.0000000000, propagate_forward_time: 9.6542682648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683580399
validation[          , genome  5966] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       944.03424, best error:       944.03424 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 124.0276947021s, input_fired_time: 1.0602364540, output_fired_time: 0.7711443305, propagate_forward_time: 48.2266807556, propagate_backward_time: 71.3613967896, weight_update_time: 0.1383552551, other_time: 2.6082382202
epoch time: 10.2331628799s, input_fired_time: 0.1171316281, output_fired_time: 0.0000000000, propagate_forward_time: 9.6471910477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4688405991
validation[          , genome  5966] predictions:    9681/  10000 (96.81%), best:    9723/10000 (97.23%), error:      1059.61206, best error:       944.03424 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 123.6692962646s, input_fired_time: 1.0642549992, output_fired_time: 0.7741996646, propagate_forward_time: 48.0587768555, propagate_backward_time: 71.1646270752, weight_update_time: 0.1381286383, other_time: 2.6074371338
epoch time: 10.2495279312s, input_fired_time: 0.1173801050, output_fired_time: 0.0000000000, propagate_forward_time: 9.6628084183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4693393707
validation[          , genome  5966] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:       973.81116, best error:       944.03424 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 123.5261459351s, input_fired_time: 1.0614508390, output_fired_time: 0.7738484144, propagate_forward_time: 47.9789237976, propagate_backward_time: 71.1001892090, weight_update_time: 0.1382011771, other_time: 2.6117401123
epoch time: 10.2712106705s, input_fired_time: 0.1181529909, output_fired_time: 0.0000000000, propagate_forward_time: 9.6800451279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4730129242
validation[          , genome  5966] predictions:    9563/  10000 (95.63%), best:    9723/10000 (97.23%), error:      1386.04053, best error:       944.03424 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 124.1661148071s, input_fired_time: 1.0634431839, output_fired_time: 0.7684941888, propagate_forward_time: 48.2895507812, propagate_backward_time: 71.4087524414, weight_update_time: 0.1389942020, other_time: 2.6358718872
epoch time: 10.2503004074s, input_fired_time: 0.1175621673, output_fired_time: 0.0000000000, propagate_forward_time: 9.6645078659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4682302475
validation[          , genome  5966] predictions:    9695/  10000 (96.95%), best:    9723/10000 (97.23%), error:       989.05835, best error:       944.03424 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 124.1179351807s, input_fired_time: 1.0634098053, output_fired_time: 0.7679784894, propagate_forward_time: 48.2789993286, propagate_backward_time: 71.3857040405, weight_update_time: 0.1388810724, other_time: 2.6218490601
epoch time: 10.2482852936s, input_fired_time: 0.1174444631, output_fired_time: 0.0000000000, propagate_forward_time: 9.6608181000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4700231552
validation[          , genome  5966] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       922.40021, best error:       922.40021 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 124.2242202759s, input_fired_time: 1.0656496286, output_fired_time: 0.7704343200, propagate_forward_time: 48.2872238159, propagate_backward_time: 71.4729537964, weight_update_time: 0.1389189661, other_time: 2.6279602051
epoch time: 10.2437858582s, input_fired_time: 0.1177502647, output_fired_time: 0.0000000000, propagate_forward_time: 9.6576242447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4684114456
validation[          , genome  5966] predictions:    9694/  10000 (96.94%), best:    9720/10000 (97.20%), error:      1026.35718, best error:       922.40021 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 124.0969467163s, input_fired_time: 1.0629875660, output_fired_time: 0.7681941986, propagate_forward_time: 48.2792167664, propagate_backward_time: 71.3677673340, weight_update_time: 0.1387936920, other_time: 2.6187744141
epoch time: 10.2469234467s, input_fired_time: 0.1185463294, output_fired_time: 0.0000000000, propagate_forward_time: 9.6594581604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4689188004
validation[          , genome  5966] predictions:    9717/  10000 (97.17%), best:    9717/10000 (97.17%), error:       882.79742, best error:       882.79742 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 124.0900726318s, input_fired_time: 1.0665309429, output_fired_time: 0.7732892036, propagate_forward_time: 48.1704902649, propagate_backward_time: 71.4508209229, weight_update_time: 0.1391976625, other_time: 2.6289367676
epoch time: 10.2699031830s, input_fired_time: 0.1191074029, output_fired_time: 0.0000000000, propagate_forward_time: 9.6788339615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4719619751
validation[          , genome  5966] predictions:    9692/  10000 (96.92%), best:    9717/10000 (97.17%), error:       979.47211, best error:       882.79742 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 124.0554046631s, input_fired_time: 1.0651750565, output_fired_time: 0.7687481642, propagate_forward_time: 48.2135848999, propagate_backward_time: 71.3773651123, weight_update_time: 0.1387685835, other_time: 2.6305313110
epoch time: 10.1696853638s, input_fired_time: 0.1173459738, output_fired_time: 0.0000000000, propagate_forward_time: 9.5911617279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611778259
validation[          , genome  5966] predictions:    9705/  10000 (97.05%), best:    9717/10000 (97.17%), error:       934.25220, best error:       882.79742 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.4137344360s, input_fired_time: 1.0657727718, output_fired_time: 0.7731511593, propagate_forward_time: 47.9087867737, propagate_backward_time: 71.0406570435, weight_update_time: 0.1385904253, other_time: 2.6253738403
epoch time: 10.2527112961s, input_fired_time: 0.1175868288, output_fired_time: 0.0000000000, propagate_forward_time: 9.6640033722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4711208344
validation[          , genome  5966] predictions:    9704/  10000 (97.04%), best:    9717/10000 (97.17%), error:       949.23425, best error:       882.79742 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 124.0918807983s, input_fired_time: 1.0684273243, output_fired_time: 0.7776709795, propagate_forward_time: 48.2436714172, propagate_backward_time: 71.3890686035, weight_update_time: 0.1383974254, other_time: 2.6130371094
epoch time: 10.1558685303s, input_fired_time: 0.1173945740, output_fired_time: 0.0000000000, propagate_forward_time: 9.5719413757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665327072
validation[          , genome  5966] predictions:    9695/  10000 (96.95%), best:    9717/10000 (97.17%), error:      1014.71259, best error:       882.79742 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 123.9919052124s, input_fired_time: 1.0679053068, output_fired_time: 0.7717249990, propagate_forward_time: 48.1654319763, propagate_backward_time: 71.4017410278, weight_update_time: 0.1471151263, other_time: 2.5851058960
epoch time: 9.7922105789s, input_fired_time: 0.1150136143, output_fired_time: 0.0000000000, propagate_forward_time: 9.2284193039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487771988
validation[          , genome  5966] predictions:    9686/  10000 (96.86%), best:    9717/10000 (97.17%), error:      1052.18445, best error:       882.79742 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 124.2033538818s, input_fired_time: 1.0690835714, output_fired_time: 0.7757310867, propagate_forward_time: 48.2446098328, propagate_backward_time: 71.5372009277, weight_update_time: 0.1384061724, other_time: 2.5767211914
epoch time: 10.2386598587s, input_fired_time: 0.1183849424, output_fired_time: 0.0000000000, propagate_forward_time: 9.6560726166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4642019272
validation[          , genome  5966] predictions:    9742/  10000 (97.42%), best:    9717/10000 (97.17%), error:       888.20642, best error:       882.79742 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 124.2856979370s, input_fired_time: 1.0710749626, output_fired_time: 0.7781000137, propagate_forward_time: 48.2657890320, propagate_backward_time: 71.5955123901, weight_update_time: 0.1392537355, other_time: 2.5752182007
epoch time: 10.2386331558s, input_fired_time: 0.1180640161, output_fired_time: 0.0000000000, propagate_forward_time: 9.6575803757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4629888535
validation[          , genome  5966] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       840.07397, best error:       840.07397 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 123.9127426147s, input_fired_time: 1.0672324896, output_fired_time: 0.7720111609, propagate_forward_time: 48.1603126526, propagate_backward_time: 71.3509140015, weight_update_time: 0.1388801932, other_time: 2.5622787476
epoch time: 10.1985235214s, input_fired_time: 0.1170156226, output_fired_time: 0.0000000000, propagate_forward_time: 9.6286392212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4528684616
validation[          , genome  5966] predictions:    9339/  10000 (93.39%), best:    9745/10000 (97.45%), error:      2203.94604, best error:       840.07397 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

resetting weights to those on epoch: 32
epoch time: 123.7396011353s, input_fired_time: 1.0663434267, output_fired_time: 0.7715088129, propagate_forward_time: 48.0790634155, propagate_backward_time: 71.2597274780, weight_update_time: 0.1384079605, other_time: 2.5629577637
epoch time: 10.2034006119s, input_fired_time: 0.1184298545, output_fired_time: 0.0000000000, propagate_forward_time: 9.6247472763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4602231979
validation[          , genome  5966] predictions:    9709/  10000 (97.09%), best:    9745/10000 (97.45%), error:       941.14648, best error:       840.07397 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.8914108276s, input_fired_time: 1.0666266680, output_fired_time: 0.7687721252, propagate_forward_time: 48.1707839966, propagate_backward_time: 71.3214416504, weight_update_time: 0.1376142353, other_time: 2.5637893677
epoch time: 10.2694253922s, input_fired_time: 0.1189260632, output_fired_time: 0.0000000000, propagate_forward_time: 9.6766605377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4738388062
validation[          , genome  5966] predictions:    9731/  10000 (97.31%), best:    9745/10000 (97.45%), error:       888.43970, best error:       840.07397 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 124.0054168701s, input_fired_time: 1.0701644421, output_fired_time: 0.7726566792, propagate_forward_time: 48.1948509216, propagate_backward_time: 71.3906021118, weight_update_time: 0.1381766349, other_time: 2.5771408081
epoch time: 10.2437448502s, input_fired_time: 0.1188153550, output_fired_time: 0.0000000000, propagate_forward_time: 9.6609096527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4640197754
validation[          , genome  5966] predictions:    9738/  10000 (97.38%), best:    9745/10000 (97.45%), error:       844.78015, best error:       840.07397 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.1118850708s, input_fired_time: 1.0674709082, output_fired_time: 0.7707722783, propagate_forward_time: 48.2783393860, propagate_backward_time: 71.4229888916, weight_update_time: 0.1380441487, other_time: 2.5723114014
epoch time: 10.2421932220s, input_fired_time: 0.1188233495, output_fired_time: 0.0000000000, propagate_forward_time: 9.6598329544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635372162
validation[          , genome  5966] predictions:    9704/  10000 (97.04%), best:    9745/10000 (97.45%), error:       966.39099, best error:       840.07397 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 124.1321716309s, input_fired_time: 1.0688472986, output_fired_time: 0.7698473930, propagate_forward_time: 48.3003005981, propagate_backward_time: 71.4249343872, weight_update_time: 0.1380045563, other_time: 2.5682449341
epoch time: 10.2401170731s, input_fired_time: 0.1194318011, output_fired_time: 0.0000000000, propagate_forward_time: 9.6598005295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608850479
validation[          , genome  5966] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       861.71887, best error:       840.07397 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 123.9684143066s, input_fired_time: 1.0703010559, output_fired_time: 0.7682155967, propagate_forward_time: 48.2456054688, propagate_backward_time: 71.3328170776, weight_update_time: 0.1374218017, other_time: 2.5514755249
epoch time: 10.2306509018s, input_fired_time: 0.1193993464, output_fired_time: 0.0000000000, propagate_forward_time: 9.6526727676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4585790634
validation[          , genome  5966] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       775.86261, best error:       775.86261 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 124.1443328857s, input_fired_time: 1.0705959797, output_fired_time: 0.7718238831, propagate_forward_time: 48.2875900269, propagate_backward_time: 71.4558181763, weight_update_time: 0.1378677785, other_time: 2.5585021973
epoch time: 10.2432603836s, input_fired_time: 0.1191082895, output_fired_time: 0.0000000000, propagate_forward_time: 9.6630506516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611015320
validation[          , genome  5966] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       849.64117, best error:       775.86261 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 124.0427780151s, input_fired_time: 1.0719087124, output_fired_time: 0.7713730931, propagate_forward_time: 48.2338066101, propagate_backward_time: 71.3979034424, weight_update_time: 0.1381223351, other_time: 2.5677947998
epoch time: 10.2318210602s, input_fired_time: 0.1189735010, output_fired_time: 0.0000000000, propagate_forward_time: 9.6514644623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613828659
validation[          , genome  5966] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       851.90900, best error:       775.86261 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 124.0070800781s, input_fired_time: 1.0731477737, output_fired_time: 0.7716310620, propagate_forward_time: 48.1958847046, propagate_backward_time: 71.4010696411, weight_update_time: 0.1382175833, other_time: 2.5653457642
epoch time: 10.1073713303s, input_fired_time: 0.1182995513, output_fired_time: 0.0000000000, propagate_forward_time: 9.5306348801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584369659
validation[          , genome  5966] predictions:    9732/  10000 (97.32%), best:    9773/10000 (97.73%), error:       906.29028, best error:       775.86261 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.1275253296s, input_fired_time: 1.0712308884, output_fired_time: 0.7716294527, propagate_forward_time: 48.2649612427, propagate_backward_time: 71.4647293091, weight_update_time: 0.1376895010, other_time: 2.5549774170
epoch time: 10.2498826981s, input_fired_time: 0.1204738617, output_fired_time: 0.0000000000, propagate_forward_time: 9.6682186127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611902237
validation[          , genome  5966] predictions:    9709/  10000 (97.09%), best:    9773/10000 (97.73%), error:       954.59930, best error:       775.86261 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 124.1874389648s, input_fired_time: 1.0748225451, output_fired_time: 0.7684572339, propagate_forward_time: 48.2739105225, propagate_backward_time: 71.5035095215, weight_update_time: 0.1381002665, other_time: 2.5667419434
epoch time: 10.1199197769s, input_fired_time: 0.1194302291, output_fired_time: 0.0000000000, propagate_forward_time: 9.5399913788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4604978561
validation[          , genome  5966] predictions:    9736/  10000 (97.36%), best:    9773/10000 (97.73%), error:       883.79376, best error:       775.86261 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 124.1752395630s, input_fired_time: 1.0766217709, output_fired_time: 0.7725634575, propagate_forward_time: 48.3097839355, propagate_backward_time: 71.4475936890, weight_update_time: 0.1380146146, other_time: 2.5686798096
epoch time: 10.2413072586s, input_fired_time: 0.1195691228, output_fired_time: 0.0000000000, propagate_forward_time: 9.6606369019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611015320
validation[          , genome  5966] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       903.63867, best error:       775.86261 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 123.9780502319s, input_fired_time: 1.0744444132, output_fired_time: 0.7741751075, propagate_forward_time: 48.2444267273, propagate_backward_time: 71.3274307251, weight_update_time: 0.1377940625, other_time: 2.5575637817
epoch time: 10.2200403214s, input_fired_time: 0.1196257472, output_fired_time: 0.0000000000, propagate_forward_time: 9.6390943527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613199234
validation[          , genome  5966] predictions:    9670/  10000 (96.70%), best:    9773/10000 (97.73%), error:      1036.66589, best error:       775.86261 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 124.2440185547s, input_fired_time: 1.0794285536, output_fired_time: 0.7740751505, propagate_forward_time: 48.2399024963, propagate_backward_time: 71.5855712891, weight_update_time: 0.1383977979, other_time: 2.5650329590
epoch time: 10.2274827957s, input_fired_time: 0.1202242598, output_fired_time: 0.0000000000, propagate_forward_time: 9.6453981400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4618606567
validation[          , genome  5966] predictions:    9729/  10000 (97.29%), best:    9773/10000 (97.73%), error:       916.55383, best error:       775.86261 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 123.7970504761s, input_fired_time: 1.0736850500, output_fired_time: 0.7675220966, propagate_forward_time: 48.0972023010, propagate_backward_time: 71.3033523560, weight_update_time: 0.1383984089, other_time: 2.5552902222
epoch time: 10.1846122742s, input_fired_time: 0.1197287813, output_fired_time: 0.0000000000, propagate_forward_time: 9.6130208969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4518623352
validation[          , genome  5966] predictions:    9712/  10000 (97.12%), best:    9773/10000 (97.73%), error:       919.95007, best error:       775.86261 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.9326171875s, input_fired_time: 1.0642162561, output_fired_time: 0.7608151436, propagate_forward_time: 47.3892288208, propagate_backward_time: 70.1871032715, weight_update_time: 0.1360536814, other_time: 2.5312500000
epoch time: 8.8916788101s, input_fired_time: 0.1077563688, output_fired_time: 0.0000000000, propagate_forward_time: 8.3631525040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4207696915
validation[          , genome  5966] predictions:    9764/  10000 (97.64%), best:    9773/10000 (97.73%), error:       818.65356, best error:       775.86261 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 121.3508758545s, input_fired_time: 1.0609972477, output_fired_time: 0.7594752908, propagate_forward_time: 47.1803550720, propagate_backward_time: 69.8194198608, weight_update_time: 0.1357861310, other_time: 2.5306320190
epoch time: 10.0164155960s, input_fired_time: 0.1179548651, output_fired_time: 0.0000000000, propagate_forward_time: 9.4431056976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4553546906
validation[          , genome  5966] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       868.24048, best error:       775.86261 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.7992095947s, input_fired_time: 1.0649178028, output_fired_time: 0.7625581026, propagate_forward_time: 47.3544235229, propagate_backward_time: 70.0766983032, weight_update_time: 0.1361016631, other_time: 2.5406112671
epoch time: 10.2136640549s, input_fired_time: 0.1206115186, output_fired_time: 0.0000000000, propagate_forward_time: 9.6327419281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603109360
validation[          , genome  5966] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       936.22485, best error:       775.86261 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 123.4917373657s, input_fired_time: 1.0770611763, output_fired_time: 0.7728398442, propagate_forward_time: 47.9197120667, propagate_backward_time: 71.1607742310, weight_update_time: 0.1384664178, other_time: 2.5613479614
epoch time: 9.7791204453s, input_fired_time: 0.1176751181, output_fired_time: 0.0000000000, propagate_forward_time: 9.2120046616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494409561
validation[          , genome  5966] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       802.12805, best error:       775.86261 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 122.1477508545s, input_fired_time: 1.0633467436, output_fired_time: 0.7548154593, propagate_forward_time: 47.5231552124, propagate_backward_time: 70.2857589722, weight_update_time: 0.1357721239, other_time: 2.5206756592
epoch time: 10.2228012085s, input_fired_time: 0.1195657328, output_fired_time: 0.0000000000, propagate_forward_time: 9.6439247131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4593105316
validation[          , genome  5966] predictions:    9703/  10000 (97.03%), best:    9773/10000 (97.73%), error:       972.39459, best error:       775.86261 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.8828811646s, input_fired_time: 1.0741224289, output_fired_time: 0.7709662318, propagate_forward_time: 47.7382736206, propagate_backward_time: 70.7586059570, weight_update_time: 0.1367099285, other_time: 2.5409164429
epoch time: 10.2180538177s, input_fired_time: 0.1197313890, output_fired_time: 0.0000000000, propagate_forward_time: 9.6390419006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4592809677
validation[          , genome  5966] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       944.80988, best error:       775.86261 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.7241668701s, input_fired_time: 1.0645376444, output_fired_time: 0.7590702772, propagate_forward_time: 47.3083305359, propagate_backward_time: 70.0700073242, weight_update_time: 0.1356117576, other_time: 2.5222167969
epoch time: 10.2304668427s, input_fired_time: 0.1202638522, output_fired_time: 0.0000000000, propagate_forward_time: 9.6518297195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583730698
validation[          , genome  5966] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       867.82172, best error:       775.86261 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 117.2631607056s, input_fired_time: 1.0471211672, output_fired_time: 0.7389730811, propagate_forward_time: 45.6783294678, propagate_backward_time: 67.3112869263, weight_update_time: 0.1318942904, other_time: 2.4874496460
epoch time: 9.4640455246s, input_fired_time: 0.1133684218, output_fired_time: 0.0000000000, propagate_forward_time: 8.9136333466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370441437
validation[          , genome  5966] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       886.74323, best error:       775.86261 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 123.3159103394s, input_fired_time: 1.0780338049, output_fired_time: 0.7710350156, propagate_forward_time: 47.8847541809, propagate_backward_time: 71.0219421387, weight_update_time: 0.1377737671, other_time: 2.5601501465
epoch time: 10.1483755112s, input_fired_time: 0.1204966903, output_fired_time: 0.0000000000, propagate_forward_time: 9.5696153641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582633972
validation[          , genome  5966] predictions:    9694/  10000 (96.94%), best:    9773/10000 (97.73%), error:       955.47467, best error:       775.86261 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 123.5287551880s, input_fired_time: 1.0757609606, output_fired_time: 0.7632923722, propagate_forward_time: 48.0205268860, propagate_backward_time: 71.1281127930, weight_update_time: 0.1369280964, other_time: 2.5410614014
epoch time: 10.2168159485s, input_fired_time: 0.1217460558, output_fired_time: 0.0000000000, propagate_forward_time: 9.6370229721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580469131
validation[          , genome  5966] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       891.49677, best error:       775.86261 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.5646438599s, input_fired_time: 1.0741204023, output_fired_time: 0.7721461654, propagate_forward_time: 47.6387062073, propagate_backward_time: 70.5467376709, weight_update_time: 0.1363945454, other_time: 2.5329284668
epoch time: 10.1981649399s, input_fired_time: 0.1208511889, output_fired_time: 0.0000000000, propagate_forward_time: 9.6245250702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527883530
validation[          , genome  5966] predictions:    9723/  10000 (97.23%), best:    9773/10000 (97.73%), error:       896.13226, best error:       775.86261 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.7373428345s, input_fired_time: 1.0530111790, output_fired_time: 0.7436122298, propagate_forward_time: 46.1668777466, propagate_backward_time: 68.2768478394, weight_update_time: 0.1329768151, other_time: 2.4969940186
epoch time: 10.0013113022s, input_fired_time: 0.1190310493, output_fired_time: 0.0000000000, propagate_forward_time: 9.4295005798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527797699
validation[          , genome  5966] predictions:    9743/  10000 (97.43%), best:    9773/10000 (97.73%), error:       858.80951, best error:       775.86261 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 122.0245819092s, input_fired_time: 1.0696449280, output_fired_time: 0.7590189576, propagate_forward_time: 47.4814529419, propagate_backward_time: 70.1773376465, weight_update_time: 0.1361972839, other_time: 2.5371322632
epoch time: 10.2299747467s, input_fired_time: 0.1218307018, output_fired_time: 0.0000000000, propagate_forward_time: 9.6477775574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603662491
validation[          , genome  5966] predictions:    9699/  10000 (96.99%), best:    9773/10000 (97.73%), error:       988.65295, best error:       775.86261 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.4622650146s, input_fired_time: 1.0668185949, output_fired_time: 0.7545478344, propagate_forward_time: 46.8149909973, propagate_backward_time: 69.3085861206, weight_update_time: 0.1347530186, other_time: 2.5173263550
epoch time: 10.2362184525s, input_fired_time: 0.1226273328, output_fired_time: 0.0000000000, propagate_forward_time: 9.6532630920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603281021
validation[          , genome  5966] predictions:    9676/  10000 (96.76%), best:    9773/10000 (97.73%), error:      1032.43188, best error:       775.86261 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 123.0579910278s, input_fired_time: 1.0816398859, output_fired_time: 0.7682787776, propagate_forward_time: 47.7987098694, propagate_backward_time: 70.8745880127, weight_update_time: 0.1372694075, other_time: 2.5347747803
epoch time: 10.2191858292s, input_fired_time: 0.1219692230, output_fired_time: 0.0000000000, propagate_forward_time: 9.6395998001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4576168060
validation[          , genome  5966] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       967.77026, best error:       775.86261 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 121.9394683838s, input_fired_time: 1.0720340014, output_fired_time: 0.7564365268, propagate_forward_time: 47.4213066101, propagate_backward_time: 70.1589660645, weight_update_time: 0.1360725611, other_time: 2.5307159424
epoch time: 10.1824054718s, input_fired_time: 0.1201981604, output_fired_time: 0.0000000000, propagate_forward_time: 9.6032094955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589977264
validation[          , genome  5966] predictions:    9707/  10000 (97.07%), best:    9773/10000 (97.73%), error:      1026.38879, best error:       775.86261 on epoch:    39, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 122.6608886719s, input_fired_time: 1.0740255117, output_fired_time: 0.7567182779, propagate_forward_time: 47.7152786255, propagate_backward_time: 70.5743789673, weight_update_time: 0.1366948485, other_time: 2.5404815674
epoch time: 10.2099714279s, input_fired_time: 0.1207062379, output_fired_time: 0.0000000000, propagate_forward_time: 9.6280345917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4612302780
validation[          , genome  5966] predictions:    9657/  10000 (96.57%), best:    9773/10000 (97.73%), error:      1169.03186, best error:       775.86261 on epoch:    39, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 122.8931884766s, input_fired_time: 1.0787303448, output_fired_time: 0.7634206414, propagate_forward_time: 47.8123931885, propagate_backward_time: 70.6983566284, weight_update_time: 0.1364698559, other_time: 2.5402908325
epoch time: 10.2240056992s, input_fired_time: 0.1218927130, output_fired_time: 0.0000000000, propagate_forward_time: 9.6437997818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583129883
validation[          , genome  5966] predictions:    9776/  10000 (97.76%), best:    9773/10000 (97.73%), error:       804.84808, best error:       775.86261 on epoch:    39, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 123.0305633545s, input_fired_time: 1.0809562206, output_fired_time: 0.7684355378, propagate_forward_time: 47.8545341492, propagate_backward_time: 70.7876434326, weight_update_time: 0.1368896067, other_time: 2.5390014648
epoch time: 10.1772146225s, input_fired_time: 0.1215745434, output_fired_time: 0.0000000000, propagate_forward_time: 9.5982980728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4573421478
validation[          , genome  5966] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       854.25641, best error:       775.86261 on epoch:    39, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 123.6804885864s, input_fired_time: 1.0850512981, output_fired_time: 0.7731999159, propagate_forward_time: 48.1157722473, propagate_backward_time: 71.1588668823, weight_update_time: 0.1372728497, other_time: 2.5475997925
epoch time: 10.2311897278s, input_fired_time: 0.1216666847, output_fired_time: 0.0000000000, propagate_forward_time: 9.6511363983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4583864212
validation[          , genome  5966] predictions:    9722/  10000 (97.22%), best:    9773/10000 (97.73%), error:       953.50732, best error:       775.86261 on epoch:    39, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 124.1123123169s, input_fired_time: 1.0880271196, output_fired_time: 0.7768458128, propagate_forward_time: 48.2443237305, propagate_backward_time: 71.4500503540, weight_update_time: 0.1375395507, other_time: 2.5530624390
epoch time: 10.2039556503s, input_fired_time: 0.1223600283, output_fired_time: 0.0000000000, propagate_forward_time: 9.6285047531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4530906677
validation[          , genome  5966] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       875.86426, best error:       775.86261 on epoch:    39, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 123.9912033081s, input_fired_time: 1.0870029926, output_fired_time: 0.7704018354, propagate_forward_time: 48.2645988464, propagate_backward_time: 71.3204803467, weight_update_time: 0.1378217340, other_time: 2.5487213135
epoch time: 10.2435216904s, input_fired_time: 0.1231197119, output_fired_time: 0.0000000000, propagate_forward_time: 9.6607189178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596834183
validation[          , genome  5966] predictions:    9703/  10000 (97.03%), best:    9773/10000 (97.73%), error:       952.83917, best error:       775.86261 on epoch:    39, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 123.9795989990s, input_fired_time: 1.0860275030, output_fired_time: 0.7679071426, propagate_forward_time: 48.2851257324, propagate_backward_time: 71.2936401367, weight_update_time: 0.1375062168, other_time: 2.5468978882
epoch time: 10.2097768784s, input_fired_time: 0.1227406934, output_fired_time: 0.0000000000, propagate_forward_time: 9.6261672974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4608688354
validation[          , genome  5966] predictions:    9678/  10000 (96.78%), best:    9773/10000 (97.73%), error:      1040.07129, best error:       775.86261 on epoch:    39, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 123.8825988770s, input_fired_time: 1.0910418034, output_fired_time: 0.7717580795, propagate_forward_time: 48.1434440613, propagate_backward_time: 71.3031845093, weight_update_time: 0.1379968375, other_time: 2.5731735229
epoch time: 10.1591329575s, input_fired_time: 0.1222874150, output_fired_time: 0.0000000000, propagate_forward_time: 9.5762262344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4606189728
validation[          , genome  5966] predictions:    9721/  10000 (97.21%), best:    9773/10000 (97.73%), error:       945.32544, best error:       775.86261 on epoch:    39, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 124.0560531616s, input_fired_time: 1.0927174091, output_fired_time: 0.7785270810, propagate_forward_time: 48.0969963074, propagate_backward_time: 71.5145874023, weight_update_time: 0.1388061494, other_time: 2.5732269287
epoch time: 10.1653213501s, input_fired_time: 0.1244699061, output_fired_time: 0.0000000000, propagate_forward_time: 9.5802764893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4605751038
validation[          , genome  5966] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       875.27380, best error:       775.86261 on epoch:    39, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 123.6751708984s, input_fired_time: 1.0884320736, output_fired_time: 0.7662850022, propagate_forward_time: 48.0771675110, propagate_backward_time: 71.1838150024, weight_update_time: 0.1374657303, other_time: 2.5594711304
epoch time: 10.2394580841s, input_fired_time: 0.1241134852, output_fired_time: 0.0000000000, propagate_forward_time: 9.6541538239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611911774
validation[          , genome  5966] predictions:    9732/  10000 (97.32%), best:    9773/10000 (97.73%), error:       864.82581, best error:       775.86261 on epoch:    39, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 123.8667678833s, input_fired_time: 1.0914940834, output_fired_time: 0.7699072361, propagate_forward_time: 48.1516685486, propagate_backward_time: 71.3050994873, weight_update_time: 0.1374523640, other_time: 2.5485992432
epoch time: 10.2285022736s, input_fired_time: 0.1227033362, output_fired_time: 0.0000000000, propagate_forward_time: 9.6462335587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595651627
validation[          , genome  5966] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       884.50726, best error:       775.86261 on epoch:    39, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 122.4800415039s, input_fired_time: 1.0879559517, output_fired_time: 0.7666028738, propagate_forward_time: 47.5344772339, propagate_backward_time: 70.5325088501, weight_update_time: 0.1362702996, other_time: 2.5584945679
epoch time: 10.2150602341s, input_fired_time: 0.1239213347, output_fired_time: 0.0000000000, propagate_forward_time: 9.6286029816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4625358582
validation[          , genome  5966] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       984.29828, best error:       775.86261 on epoch:    39, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 123.8885421753s, input_fired_time: 1.0849889517, output_fired_time: 0.7636172771, propagate_forward_time: 48.2492675781, propagate_backward_time: 71.2346954346, weight_update_time: 0.1381885707, other_time: 2.5559692383
epoch time: 10.2576093674s, input_fired_time: 0.1247744188, output_fired_time: 0.0000000000, propagate_forward_time: 9.6708574295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4619779587
validation[          , genome  5966] predictions:    9715/  10000 (97.15%), best:    9773/10000 (97.73%), error:       958.30310, best error:       775.86261 on epoch:    39, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.8140106201s, input_fired_time: 1.0851167440, output_fired_time: 0.7598599792, propagate_forward_time: 48.2264785767, propagate_backward_time: 71.1880569458, weight_update_time: 0.1382624656, other_time: 2.5545043945
epoch time: 10.2100152969s, input_fired_time: 0.1231775209, output_fired_time: 0.0000000000, propagate_forward_time: 9.6271991730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596385956
validation[          , genome  5966] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       850.29150, best error:       775.86261 on epoch:    39, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.2769165039s, input_fired_time: 1.0882917643, output_fired_time: 0.7682746053, propagate_forward_time: 47.8689460754, propagate_backward_time: 70.9954910278, weight_update_time: 0.1370359808, other_time: 2.5559158325
epoch time: 10.2390203476s, input_fired_time: 0.1230437830, output_fired_time: 0.0000000000, propagate_forward_time: 9.6555767059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603996277
validation[          , genome  5966] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       903.57410, best error:       775.86261 on epoch:    39, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 121.9855346680s, input_fired_time: 1.0816912651, output_fired_time: 0.7613430023, propagate_forward_time: 47.4498367310, propagate_backward_time: 70.1585464478, weight_update_time: 0.1357273459, other_time: 2.5341186523
epoch time: 10.2466754913s, input_fired_time: 0.1232154742, output_fired_time: 0.0000000000, propagate_forward_time: 9.6638088226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4596509933
validation[          , genome  5966] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       869.93994, best error:       775.86261 on epoch:    39, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.2866058350s, input_fired_time: 1.0737309456, output_fired_time: 0.7522599697, propagate_forward_time: 46.7124404907, propagate_backward_time: 69.2246780396, weight_update_time: 0.1340855509, other_time: 2.5234985352
epoch time: 10.2408227921s, input_fired_time: 0.1245917603, output_fired_time: 0.0000000000, propagate_forward_time: 9.6566524506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4595785141
validation[          , genome  5966] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       826.45477, best error:       775.86261 on epoch:    39, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.3895568848s, input_fired_time: 1.0791432858, output_fired_time: 0.7582464814, propagate_forward_time: 46.8709716797, propagate_backward_time: 69.1662216187, weight_update_time: 0.1343645751, other_time: 2.5149765015
epoch time: 9.5567455292s, input_fired_time: 0.1182085276, output_fired_time: 0.0000000000, propagate_forward_time: 8.9980955124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404411316
validation[          , genome  5966] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       870.08679, best error:       775.86261 on epoch:    39, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.8628921509s, input_fired_time: 1.0843436718, output_fired_time: 0.7594629526, propagate_forward_time: 47.3762969971, propagate_backward_time: 70.1086578369, weight_update_time: 0.1357964426, other_time: 2.5341339111
epoch time: 10.2312297821s, input_fired_time: 0.1243670583, output_fired_time: 0.0000000000, propagate_forward_time: 9.6445970535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4622659683
validation[          , genome  5966] predictions:    9713/  10000 (97.13%), best:    9773/10000 (97.73%), error:       994.12225, best error:       775.86261 on epoch:    39, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 121.6902847290s, input_fired_time: 1.0849418640, output_fired_time: 0.7596714497, propagate_forward_time: 47.3015365601, propagate_backward_time: 70.0074996948, weight_update_time: 0.1355982870, other_time: 2.5366363525
epoch time: 10.0123529434s, input_fired_time: 0.1224001199, output_fired_time: 0.0000000000, propagate_forward_time: 9.4348087311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4551439285
validation[          , genome  5966] predictions:    9664/  10000 (96.64%), best:    9773/10000 (97.73%), error:      1127.80701, best error:       775.86261 on epoch:    39, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.3786239624s, input_fired_time: 1.0912852287, output_fired_time: 0.7700311542, propagate_forward_time: 47.5307846069, propagate_backward_time: 70.4571456909, weight_update_time: 0.1367554218, other_time: 2.5293731689
epoch time: 8.3598375320s, input_fired_time: 0.1083083898, output_fired_time: 0.0000000000, propagate_forward_time: 7.8407630920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107656479
validation[          , genome  5966] predictions:    9757/  10000 (97.57%), best:    9773/10000 (97.73%), error:       830.57037, best error:       775.86261 on epoch:    39, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.6343231201s, input_fired_time: 1.0956268311, output_fired_time: 0.7661558390, propagate_forward_time: 48.0756263733, propagate_backward_time: 71.1580200195, weight_update_time: 0.1379623264, other_time: 2.5388946533
epoch time: 10.2447500229s, input_fired_time: 0.1242345944, output_fired_time: 0.0000000000, propagate_forward_time: 9.6624441147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4580717087
validation[          , genome  5966] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       981.97937, best error:       775.86261 on epoch:    39, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 124.0765457153s, input_fired_time: 1.0998753309, output_fired_time: 0.7743706107, propagate_forward_time: 48.2144355774, propagate_backward_time: 71.4299774170, weight_update_time: 0.1380782425, other_time: 2.5578918457
epoch time: 10.2464475632s, input_fired_time: 0.1242964342, output_fired_time: 0.0000000000, propagate_forward_time: 9.6624288559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4597225189
validation[          , genome  5966] predictions:    9749/  10000 (97.49%), best:    9773/10000 (97.73%), error:       866.06531, best error:       775.86261 on epoch:    39, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 124.1779785156s, input_fired_time: 1.0983015299, output_fired_time: 0.7751926184, propagate_forward_time: 48.2676086426, propagate_backward_time: 71.4670181274, weight_update_time: 0.1401009262, other_time: 2.5698547363
epoch time: 10.2841882706s, input_fired_time: 0.1242494956, output_fired_time: 0.0000000000, propagate_forward_time: 9.6965684891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4633703232
validation[          , genome  5966] predictions:    9674/  10000 (96.74%), best:    9773/10000 (97.73%), error:      1093.12451, best error:       775.86261 on epoch:    39, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 124.2202301025s, input_fired_time: 1.0960160494, output_fired_time: 0.7720039487, propagate_forward_time: 48.3594131470, propagate_backward_time: 71.4395217896, weight_update_time: 0.1375613511, other_time: 2.5532760620
epoch time: 10.2293596268s, input_fired_time: 0.1251363009, output_fired_time: 0.0000000000, propagate_forward_time: 9.6545486450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4496746063
validation[          , genome  5966] predictions:    9744/  10000 (97.44%), best:    9773/10000 (97.73%), error:       867.38361, best error:       775.86261 on epoch:    39, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 124.3991775513s, input_fired_time: 1.1021789312, output_fired_time: 0.7748070359, propagate_forward_time: 48.3700866699, propagate_backward_time: 71.5843200684, weight_update_time: 0.1382387578, other_time: 2.5677795410
epoch time: 10.1726827621s, input_fired_time: 0.1247563288, output_fired_time: 0.0000000000, propagate_forward_time: 9.5865631104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613637924
validation[          , genome  5966] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       869.34747, best error:       775.86261 on epoch:    39, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 123.6121978760s, input_fired_time: 1.1032068729, output_fired_time: 0.7744916081, propagate_forward_time: 47.9779052734, propagate_backward_time: 71.1935043335, weight_update_time: 0.1382406801, other_time: 2.5630874634
epoch time: 10.2219705582s, input_fired_time: 0.1249755919, output_fired_time: 0.0000000000, propagate_forward_time: 9.6352405548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4617547989
validation[          , genome  5966] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       892.91809, best error:       775.86261 on epoch:    39, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 124.2750778198s, input_fired_time: 1.1049804688, output_fired_time: 0.7752960920, propagate_forward_time: 48.2659645081, propagate_backward_time: 71.5595321655, weight_update_time: 0.1388945132, other_time: 2.5692977905
epoch time: 10.2637872696s, input_fired_time: 0.1258674562, output_fired_time: 0.0000000000, propagate_forward_time: 9.6750211716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628982544
validation[          , genome  5966] predictions:    9734/  10000 (97.34%), best:    9773/10000 (97.73%), error:       924.18127, best error:       775.86261 on epoch:    39, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 124.1867523193s, input_fired_time: 1.1031935215, output_fired_time: 0.7730665207, propagate_forward_time: 48.2507247925, propagate_backward_time: 71.4903640747, weight_update_time: 0.1387301683, other_time: 2.5694046021
epoch time: 10.2599859238s, input_fired_time: 0.1259274781, output_fired_time: 0.0000000000, propagate_forward_time: 9.6710548401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4630031586
validation[          , genome  5966] predictions:    9733/  10000 (97.33%), best:    9773/10000 (97.73%), error:       919.92120, best error:       775.86261 on epoch:    39, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 124.4799118042s, input_fired_time: 1.1043329239, output_fired_time: 0.7775965333, propagate_forward_time: 48.3430671692, propagate_backward_time: 71.6812286377, weight_update_time: 0.1391891539, other_time: 2.5736846924
epoch time: 10.2606725693s, input_fired_time: 0.1228584424, output_fired_time: 0.0000000000, propagate_forward_time: 9.6756477356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4621667862
validation[          , genome  5966] predictions:    9458/  10000 (94.58%), best:    9773/10000 (97.73%), error:      1932.16577, best error:       775.86261 on epoch:    39, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 124.3172683716s, input_fired_time: 1.1049566269, output_fired_time: 0.7772819400, propagate_forward_time: 48.2679405212, propagate_backward_time: 71.5893402100, weight_update_time: 0.1389066577, other_time: 2.5777435303
epoch time: 10.2549219131s, input_fired_time: 0.1263964027, output_fired_time: 0.0000000000, propagate_forward_time: 9.6623373032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661884308
validation[          , genome  5966] predictions:    9727/  10000 (97.27%), best:    9773/10000 (97.73%), error:       900.99298, best error:       775.86261 on epoch:    39, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 123.5110549927s, input_fired_time: 1.1032159328, output_fired_time: 0.7718939185, propagate_forward_time: 48.0392761230, propagate_backward_time: 71.0386734009, weight_update_time: 0.1375194192, other_time: 2.5579910278
epoch time: 10.2091894150s, input_fired_time: 0.1258333772, output_fired_time: 0.0000000000, propagate_forward_time: 9.6220092773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4613466263
validation[          , genome  5966] predictions:    9708/  10000 (97.08%), best:    9773/10000 (97.73%), error:       956.04364, best error:       775.86261 on epoch:    39, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 124.1006698608s, input_fired_time: 1.1044902802, output_fired_time: 0.7719858885, propagate_forward_time: 48.2283401489, propagate_backward_time: 71.4449844360, weight_update_time: 0.1383477002, other_time: 2.5508651733
epoch time: 10.2522697449s, input_fired_time: 0.1256976724, output_fired_time: 0.0000000000, propagate_forward_time: 9.6678209305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4587507248
validation[          , genome  5966] predictions:    9722/  10000 (97.22%), best:    9773/10000 (97.73%), error:       945.23871, best error:       775.86261 on epoch:    39, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.4321136475s, input_fired_time: 1.1090729237, output_fired_time: 0.7797013521, propagate_forward_time: 48.3340988159, propagate_backward_time: 71.6549530029, weight_update_time: 0.1385989785, other_time: 2.5542907715
epoch time: 10.2128753662s, input_fired_time: 0.1254295558, output_fired_time: 0.0000000000, propagate_forward_time: 9.6298761368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4575700760
validation[          , genome  5966] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       911.11041, best error:       775.86261 on epoch:    39, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 124.3392028809s, input_fired_time: 1.1058795452, output_fired_time: 0.7745372057, propagate_forward_time: 48.3624458313, propagate_backward_time: 71.5485916138, weight_update_time: 0.1386253834, other_time: 2.5477523804
epoch time: 10.2637338638s, input_fired_time: 0.1267770827, output_fired_time: 0.0000000000, propagate_forward_time: 9.6780166626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4589405060
validation[          , genome  5966] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       894.67493, best error:       775.86261 on epoch:    39, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.3039245605s, input_fired_time: 1.1093623638, output_fired_time: 0.7741209269, propagate_forward_time: 48.3088798523, propagate_backward_time: 71.5598144531, weight_update_time: 0.1383773237, other_time: 2.5517425537
epoch time: 10.2586231232s, input_fired_time: 0.1257409006, output_fired_time: 0.0000000000, propagate_forward_time: 9.6725130081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4603691101
validation[          , genome  5966] predictions:    9720/  10000 (97.20%), best:    9773/10000 (97.73%), error:       900.21332, best error:       775.86261 on epoch:    39, 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: 51.0680007935s, input_fired_time: 0.6001104712, output_fired_time: 0.0000000000, propagate_forward_time: 48.1392593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3286323547
best training[          , genome  5966] predictions:   49367/  50000 (98.73%), best:    9773/10000 (97.73%), error:      2226.64526, best error:       775.86261 on epoch:    39, 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: 10.2096424103s, input_fired_time: 0.1176497266, output_fired_time: 0.0000000000, propagate_forward_time: 9.6329145432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4590778351
   testing[          , genome  5966] predictions:    9798/  10000 (97.98%), best:    9773/10000 (97.73%), error:       706.40649, best error:       775.86261 on epoch:    39, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:18:02 (72803): called boinc_finish(0)

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