Nameexact_genome_1512568488_45_3559_0
Workunit2589006
Created7 Dec 2017, 5:22:40 UTC
Sent7 Dec 2017, 5:27:23 UTC
Report deadline10 Dec 2017, 19:27:41 UTC
Received7 Dec 2017, 7:34:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 6 min 32 sec
CPU time2 hours 1 min 1 sec
Validate stateValid
Credit895.89
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.34 MB
Peak swap size151.76 MB
Peak disk usage1.44 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0718605295, output_fired_time: 0.0000000000, propagate_forward_time: 4.6775407791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253749847
validation[          , genome  3559] predictions:    9515/  10000 (95.15%), best:    9539/10000 (95.39%), error:      1696.68250, best error:      1628.84790 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 65.5516433716s, input_fired_time: 0.5801771879, output_fired_time: 0.5770364404, propagate_forward_time: 24.2613601685, propagate_backward_time: 37.7276344299, weight_update_time: 0.1406826675, other_time: 2.4054374695
epoch time: 5.4335041046s, input_fired_time: 0.0749852061, output_fired_time: 0.0000000000, propagate_forward_time: 4.9184727669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400463104
validation[          , genome  3559] predictions:    9472/  10000 (94.72%), best:    9539/10000 (95.39%), error:      1810.71777, best error:      1628.84790 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 65.9019165039s, input_fired_time: 0.5844556689, output_fired_time: 0.5818677545, propagate_forward_time: 24.4194812775, propagate_backward_time: 37.8962326050, weight_update_time: 0.1403656900, other_time: 2.4198760986
epoch time: 5.3072037697s, input_fired_time: 0.0721930414, output_fired_time: 0.0000000000, propagate_forward_time: 4.8017401695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332704544
validation[          , genome  3559] predictions:    9443/  10000 (94.43%), best:    9539/10000 (95.39%), error:      1861.45374, best error:      1628.84790 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.4756240845s, input_fired_time: 0.5745388269, output_fired_time: 0.5768777728, propagate_forward_time: 24.1500892639, propagate_backward_time: 37.7737159729, weight_update_time: 0.1403959990, other_time: 2.4003982544
epoch time: 5.0039076805s, input_fired_time: 0.0699016750, output_fired_time: 0.0000000000, propagate_forward_time: 4.5229320526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110741615
validation[          , genome  3559] predictions:    9424/  10000 (94.24%), best:    9539/10000 (95.39%), error:      1909.52344, best error:      1628.84790 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 66.5936584473s, input_fired_time: 0.5850410461, output_fired_time: 0.5874537230, propagate_forward_time: 24.8079433441, propagate_backward_time: 38.1907806396, weight_update_time: 0.1407543272, other_time: 2.4224395752
epoch time: 5.4263677597s, input_fired_time: 0.0734916702, output_fired_time: 0.0000000000, propagate_forward_time: 4.9172978401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355783463
validation[          , genome  3559] predictions:    9516/  10000 (95.16%), best:    9539/10000 (95.39%), error:      1702.33752, best error:      1628.84790 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 65.8955459595s, input_fired_time: 0.5850034952, output_fired_time: 0.5817643404, propagate_forward_time: 24.4758110046, propagate_backward_time: 37.8348388672, weight_update_time: 0.1394098550, other_time: 2.4181251526
epoch time: 5.4553446770s, input_fired_time: 0.0738722757, output_fired_time: 0.0000000000, propagate_forward_time: 4.9497671127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317054749
validation[          , genome  3559] predictions:    9514/  10000 (95.14%), best:    9539/10000 (95.39%), error:      1691.27307, best error:      1628.84790 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 66.2785034180s, input_fired_time: 0.5832749605, output_fired_time: 0.5804975033, propagate_forward_time: 24.5144519806, propagate_backward_time: 38.1781234741, weight_update_time: 0.1430812925, other_time: 2.4221572876
epoch time: 5.2821559906s, input_fired_time: 0.0722508878, output_fired_time: 0.0000000000, propagate_forward_time: 4.7813954353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4285097122
validation[          , genome  3559] predictions:    9476/  10000 (94.76%), best:    9539/10000 (95.39%), error:      1777.89026, best error:      1628.84790 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 66.2795028687s, input_fired_time: 0.5878351331, output_fired_time: 0.5847941041, propagate_forward_time: 24.5407981873, propagate_backward_time: 38.1657066345, weight_update_time: 0.1401466727, other_time: 2.4003677368
epoch time: 5.3183412552s, input_fired_time: 0.0735731199, output_fired_time: 0.0000000000, propagate_forward_time: 4.8121891022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4325790405
validation[          , genome  3559] predictions:    9501/  10000 (95.01%), best:    9539/10000 (95.39%), error:      1715.18103, best error:      1628.84790 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 66.4512634277s, input_fired_time: 0.5826908350, output_fired_time: 0.5821924210, propagate_forward_time: 24.6994094849, propagate_backward_time: 38.1851806641, weight_update_time: 0.1393693537, other_time: 2.4017944336
epoch time: 5.5079083443s, input_fired_time: 0.0758501962, output_fired_time: 0.0000000000, propagate_forward_time: 4.9962129593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358453751
validation[          , genome  3559] predictions:    9523/  10000 (95.23%), best:    9523/10000 (95.23%), error:      1624.73511, best error:      1624.73511 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 64.8918609619s, input_fired_time: 0.5844791532, output_fired_time: 0.5716176033, propagate_forward_time: 24.0801506042, propagate_backward_time: 37.2744598389, weight_update_time: 0.1368559301, other_time: 2.3811531067
epoch time: 5.5631036758s, input_fired_time: 0.0750136822, output_fired_time: 0.0000000000, propagate_forward_time: 5.0503830910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4377069473
validation[          , genome  3559] predictions:    9446/  10000 (94.46%), best:    9523/10000 (95.23%), error:      1847.30566, best error:      1624.73511 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 66.6777954102s, input_fired_time: 0.5899958014, output_fired_time: 0.5861719847, propagate_forward_time: 24.7245540619, propagate_backward_time: 38.3556175232, weight_update_time: 0.1407182366, other_time: 2.4214515686
epoch time: 5.3598480225s, input_fired_time: 0.0747141093, output_fired_time: 0.0000000000, propagate_forward_time: 4.8516998291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4334340096
validation[          , genome  3559] predictions:    9463/  10000 (94.63%), best:    9523/10000 (95.23%), error:      1829.11023, best error:      1624.73511 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 66.2467651367s, input_fired_time: 0.5908875465, output_fired_time: 0.5845981240, propagate_forward_time: 24.5201625824, propagate_backward_time: 38.1163139343, weight_update_time: 0.1409199685, other_time: 2.4348030090
epoch time: 5.4336829185s, input_fired_time: 0.0726310909, output_fired_time: 0.0000000000, propagate_forward_time: 4.9296078682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4314441681
validation[          , genome  3559] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1583.19556, best error:      1583.19556 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 65.4342956543s, input_fired_time: 0.5785079002, output_fired_time: 0.5724043846, propagate_forward_time: 24.2711639404, propagate_backward_time: 37.6136894226, weight_update_time: 0.1382675767, other_time: 2.3985328674
epoch time: 5.3384675980s, input_fired_time: 0.0720946938, output_fired_time: 0.0000000000, propagate_forward_time: 4.8336305618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327421188
validation[          , genome  3559] predictions:    9497/  10000 (94.97%), best:    9526/10000 (95.26%), error:      1778.99609, best error:      1583.19556 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 65.0459823608s, input_fired_time: 0.5773892403, output_fired_time: 0.5746912956, propagate_forward_time: 24.0667953491, propagate_backward_time: 37.4108543396, weight_update_time: 0.1392968148, other_time: 2.4162483215
epoch time: 5.3849725723s, input_fired_time: 0.0733683333, output_fired_time: 0.0000000000, propagate_forward_time: 4.8802366257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313673973
validation[          , genome  3559] predictions:    9579/  10000 (95.79%), best:    9579/10000 (95.79%), error:      1455.50378, best error:      1455.50378 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.0149765015s, input_fired_time: 0.5805314183, output_fired_time: 0.5758914948, propagate_forward_time: 24.1212806702, propagate_backward_time: 37.3346138000, weight_update_time: 0.1377987266, other_time: 2.4026641846
epoch time: 5.3297166824s, input_fired_time: 0.0734809637, output_fired_time: 0.0000000000, propagate_forward_time: 4.8282871246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279484749
validation[          , genome  3559] predictions:    9512/  10000 (95.12%), best:    9579/10000 (95.79%), error:      1669.27222, best error:      1455.50378 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 65.7549743652s, input_fired_time: 0.5820565820, output_fired_time: 0.5817474723, propagate_forward_time: 24.3189411163, propagate_backward_time: 37.8676528931, weight_update_time: 0.1418387890, other_time: 2.4045791626
epoch time: 5.3642005920s, input_fired_time: 0.0735726878, output_fired_time: 0.0000000000, propagate_forward_time: 4.8614315987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291963577
validation[          , genome  3559] predictions:    9560/  10000 (95.60%), best:    9579/10000 (95.79%), error:      1539.07776, best error:      1455.50378 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 66.0255050659s, input_fired_time: 0.5854634047, output_fired_time: 0.5832240582, propagate_forward_time: 24.5110168457, propagate_backward_time: 37.9198646545, weight_update_time: 0.1403229088, other_time: 2.4259376526
epoch time: 5.3143749237s, input_fired_time: 0.0732886940, output_fired_time: 0.0000000000, propagate_forward_time: 4.8032698631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4378161430
validation[          , genome  3559] predictions:    9557/  10000 (95.57%), best:    9579/10000 (95.79%), error:      1487.63086, best error:      1455.50378 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 65.4228134155s, input_fired_time: 0.5795471668, output_fired_time: 0.5750508904, propagate_forward_time: 24.1839294434, propagate_backward_time: 37.6848983765, weight_update_time: 0.1380124837, other_time: 2.3993911743
epoch time: 5.5030798912s, input_fired_time: 0.0743846670, output_fired_time: 0.0000000000, propagate_forward_time: 4.9937257767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349694252
validation[          , genome  3559] predictions:    9516/  10000 (95.16%), best:    9579/10000 (95.79%), error:      1648.84277, best error:      1455.50378 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 66.3705596924s, input_fired_time: 0.5856387019, output_fired_time: 0.5808361173, propagate_forward_time: 24.5520687103, propagate_backward_time: 38.2317276001, weight_update_time: 0.1393293291, other_time: 2.4202880859
epoch time: 5.3857741356s, input_fired_time: 0.0726814121, output_fired_time: 0.0000000000, propagate_forward_time: 4.8825941086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304986000
validation[          , genome  3559] predictions:    9572/  10000 (95.72%), best:    9579/10000 (95.79%), error:      1480.65771, best error:      1455.50378 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 66.8018646240s, input_fired_time: 0.5826686621, output_fired_time: 0.5879448652, propagate_forward_time: 24.7982254028, propagate_backward_time: 38.4145050049, weight_update_time: 0.1411215663, other_time: 2.4185180664
epoch time: 5.4176530838s, input_fired_time: 0.0746161938, output_fired_time: 0.0000000000, propagate_forward_time: 4.9157557487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272809029
validation[          , genome  3559] predictions:    9560/  10000 (95.60%), best:    9579/10000 (95.79%), error:      1502.14429, best error:      1455.50378 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 66.2091064453s, input_fired_time: 0.5896170735, output_fired_time: 0.5832253695, propagate_forward_time: 24.4920024872, propagate_backward_time: 38.1286163330, weight_update_time: 0.1397500187, other_time: 2.4156417847
epoch time: 5.3405780792s, input_fired_time: 0.0728488043, output_fired_time: 0.0000000000, propagate_forward_time: 4.8339529037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4337763786
validation[          , genome  3559] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1439.36743, best error:      1439.36743 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 65.3184432983s, input_fired_time: 0.5781661272, output_fired_time: 0.5763077140, propagate_forward_time: 24.1103935242, propagate_backward_time: 37.6656951904, weight_update_time: 0.1377724707, other_time: 2.3878822327
epoch time: 5.2930998802s, input_fired_time: 0.0721850395, output_fired_time: 0.0000000000, propagate_forward_time: 4.7963585854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245562553
validation[          , genome  3559] predictions:    9525/  10000 (95.25%), best:    9584/10000 (95.84%), error:      1551.74695, best error:      1439.36743 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 65.6054306030s, input_fired_time: 0.5844837427, output_fired_time: 0.5781395435, propagate_forward_time: 24.4072074890, propagate_backward_time: 37.6498947144, weight_update_time: 0.1388769001, other_time: 2.3857078552
epoch time: 5.5842628479s, input_fired_time: 0.0751931444, output_fired_time: 0.0000000000, propagate_forward_time: 5.0728311539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362387657
validation[          , genome  3559] predictions:    9572/  10000 (95.72%), best:    9584/10000 (95.84%), error:      1479.36292, best error:      1439.36743 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 66.7362289429s, input_fired_time: 0.5858327746, output_fired_time: 0.5859744549, propagate_forward_time: 24.7210578918, propagate_backward_time: 38.4207611084, weight_update_time: 0.1406978965, other_time: 2.4226036072
epoch time: 5.1409339905s, input_fired_time: 0.0712955296, output_fired_time: 0.0000000000, propagate_forward_time: 4.6476240158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4220142365
validation[          , genome  3559] predictions:    9560/  10000 (95.60%), best:    9584/10000 (95.84%), error:      1534.90845, best error:      1439.36743 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 65.5626068115s, input_fired_time: 0.5872629285, output_fired_time: 0.5784116983, propagate_forward_time: 24.3337917328, propagate_backward_time: 37.6743621826, weight_update_time: 0.1376603842, other_time: 2.3887710571
epoch time: 5.5391321182s, input_fired_time: 0.0751690865, output_fired_time: 0.0000000000, propagate_forward_time: 5.0176539421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4463090897
validation[          , genome  3559] predictions:    9555/  10000 (95.55%), best:    9584/10000 (95.84%), error:      1533.09021, best error:      1439.36743 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.0038909912s, input_fired_time: 0.5904346108, output_fired_time: 0.5925488472, propagate_forward_time: 24.8738193512, propagate_backward_time: 38.4947280884, weight_update_time: 0.1429050118, other_time: 2.4523620605
epoch time: 5.3650956154s, input_fired_time: 0.0747131854, output_fired_time: 0.0000000000, propagate_forward_time: 4.8585524559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4318299294
validation[          , genome  3559] predictions:    9569/  10000 (95.69%), best:    9584/10000 (95.84%), error:      1445.28479, best error:      1439.36743 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 66.5405960083s, input_fired_time: 0.5895550251, output_fired_time: 0.5838580132, propagate_forward_time: 24.7034568787, propagate_backward_time: 38.2416381836, weight_update_time: 0.1410486251, other_time: 2.4220924377
epoch time: 5.4861965179s, input_fired_time: 0.0742239654, output_fired_time: 0.0000000000, propagate_forward_time: 4.9813861847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305863380
validation[          , genome  3559] predictions:    9552/  10000 (95.52%), best:    9584/10000 (95.84%), error:      1544.67810, best error:      1439.36743 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.0524826050s, input_fired_time: 0.5928847790, output_fired_time: 0.5935406685, propagate_forward_time: 24.8468303680, propagate_backward_time: 38.5795936584, weight_update_time: 0.1424795240, other_time: 2.4396247864
epoch time: 5.5904598236s, input_fired_time: 0.0758635551, output_fired_time: 0.0000000000, propagate_forward_time: 5.0765013695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4380950928
validation[          , genome  3559] predictions:    9559/  10000 (95.59%), best:    9584/10000 (95.84%), error:      1512.68640, best error:      1439.36743 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.5212249756s, input_fired_time: 0.5953979492, output_fired_time: 0.5964624286, propagate_forward_time: 25.0416908264, propagate_backward_time: 38.8401336670, weight_update_time: 0.1442019343, other_time: 2.4475364685
epoch time: 5.5244178772s, input_fired_time: 0.0750333369, output_fired_time: 0.0000000000, propagate_forward_time: 5.0099368095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4394478798
validation[          , genome  3559] predictions:    9503/  10000 (95.03%), best:    9584/10000 (95.84%), error:      1613.68896, best error:      1439.36743 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.2042770386s, input_fired_time: 0.5871414542, output_fired_time: 0.5943933129, propagate_forward_time: 24.9046802521, propagate_backward_time: 38.6830711365, weight_update_time: 0.1428195685, other_time: 2.4349937439
epoch time: 5.5873799324s, input_fired_time: 0.0750400200, output_fired_time: 0.0000000000, propagate_forward_time: 5.0737133026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4386267662
validation[          , genome  3559] predictions:    9525/  10000 (95.25%), best:    9584/10000 (95.84%), error:      1599.54480, best error:      1439.36743 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 66.4704513550s, input_fired_time: 0.5915883183, output_fired_time: 0.5869413614, propagate_forward_time: 24.6995735168, propagate_backward_time: 38.1704711914, weight_update_time: 0.1420991868, other_time: 2.4218711853
epoch time: 5.5482368469s, input_fired_time: 0.0759352297, output_fired_time: 0.0000000000, propagate_forward_time: 5.0346870422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376144409
validation[          , genome  3559] predictions:    9538/  10000 (95.38%), best:    9584/10000 (95.84%), error:      1589.29041, best error:      1439.36743 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 66.9488754272s, input_fired_time: 0.5910036564, output_fired_time: 0.5879164934, propagate_forward_time: 24.7875061035, propagate_backward_time: 38.5531120300, weight_update_time: 0.1429753602, other_time: 2.4293403625
epoch time: 5.4613671303s, input_fired_time: 0.0744372532, output_fired_time: 0.0000000000, propagate_forward_time: 4.9430761337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438538551
validation[          , genome  3559] predictions:    9502/  10000 (95.02%), best:    9584/10000 (95.84%), error:      1595.89417, best error:      1439.36743 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 66.1193618774s, input_fired_time: 0.5910772681, output_fired_time: 0.5821611881, propagate_forward_time: 24.4839973450, propagate_backward_time: 38.0529251099, weight_update_time: 0.1412164718, other_time: 2.4091987610
epoch time: 5.5006217957s, input_fired_time: 0.0758021548, output_fired_time: 0.0000000000, propagate_forward_time: 4.9803295135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444899559
validation[          , genome  3559] predictions:    9567/  10000 (95.67%), best:    9584/10000 (95.84%), error:      1475.85327, best error:      1439.36743 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.6262207031s, input_fired_time: 0.5905550718, output_fired_time: 0.5782017708, propagate_forward_time: 24.3445835114, propagate_backward_time: 37.7143211365, weight_update_time: 0.1383441836, other_time: 2.3985633850
epoch time: 5.4303212166s, input_fired_time: 0.0747328401, output_fired_time: 0.0000000000, propagate_forward_time: 4.9209771156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346113205
validation[          , genome  3559] predictions:    9508/  10000 (95.08%), best:    9584/10000 (95.84%), error:      1636.66870, best error:      1439.36743 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 66.7779617310s, input_fired_time: 0.5928772688, output_fired_time: 0.5852568746, propagate_forward_time: 24.7726516724, propagate_backward_time: 38.3935661316, weight_update_time: 0.1412663162, other_time: 2.4336051941
epoch time: 5.3738794327s, input_fired_time: 0.0741144791, output_fired_time: 0.0000000000, propagate_forward_time: 4.8693523407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304127693
validation[          , genome  3559] predictions:    9541/  10000 (95.41%), best:    9584/10000 (95.84%), error:      1560.98950, best error:      1439.36743 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 66.3289947510s, input_fired_time: 0.5896679759, output_fired_time: 0.5846675634, propagate_forward_time: 24.5120906830, propagate_backward_time: 38.2380638123, weight_update_time: 0.1395096332, other_time: 2.4044990540
epoch time: 5.5111441612s, input_fired_time: 0.0744465739, output_fired_time: 0.0000000000, propagate_forward_time: 4.9939317703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427657127
validation[          , genome  3559] predictions:    9578/  10000 (95.78%), best:    9578/10000 (95.78%), error:      1416.23669, best error:      1416.23669 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 66.8822860718s, input_fired_time: 0.5930451751, output_fired_time: 0.5884304047, propagate_forward_time: 24.7754573822, propagate_backward_time: 38.5001029968, weight_update_time: 0.1421696544, other_time: 2.4252433777
epoch time: 5.3503870964s, input_fired_time: 0.0756904036, output_fired_time: 0.0000000000, propagate_forward_time: 4.8468966484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278001785
validation[          , genome  3559] predictions:    9570/  10000 (95.70%), best:    9578/10000 (95.78%), error:      1464.94177, best error:      1416.23669 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.1247100830s, input_fired_time: 0.5967488885, output_fired_time: 0.5910903811, propagate_forward_time: 24.8763694763, propagate_backward_time: 38.6472778320, weight_update_time: 0.1419001818, other_time: 2.4132270813
epoch time: 5.5129241943s, input_fired_time: 0.0759552941, output_fired_time: 0.0000000000, propagate_forward_time: 4.9998693466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4370994568
validation[          , genome  3559] predictions:    9533/  10000 (95.33%), best:    9578/10000 (95.78%), error:      1590.46509, best error:      1416.23669 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 65.1762924194s, input_fired_time: 0.5863621235, output_fired_time: 0.5724070072, propagate_forward_time: 24.2048664093, propagate_backward_time: 37.4238433838, weight_update_time: 0.1369538009, other_time: 2.3888092041
epoch time: 5.5038342476s, input_fired_time: 0.0758275241, output_fired_time: 0.0000000000, propagate_forward_time: 4.9918017387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362049103
validation[          , genome  3559] predictions:    9568/  10000 (95.68%), best:    9578/10000 (95.78%), error:      1434.65442, best error:      1416.23669 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 66.5772552490s, input_fired_time: 0.5913215876, output_fired_time: 0.5813168287, propagate_forward_time: 24.7151718140, propagate_backward_time: 38.2678947449, weight_update_time: 0.1401289254, other_time: 2.4215507507
epoch time: 5.3680596352s, input_fired_time: 0.0734952465, output_fired_time: 0.0000000000, propagate_forward_time: 4.8628878593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316763878
validation[          , genome  3559] predictions:    9554/  10000 (95.54%), best:    9578/10000 (95.78%), error:      1521.61963, best error:      1416.23669 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.8449859619s, input_fired_time: 0.5935923457, output_fired_time: 0.5889089704, propagate_forward_time: 24.8010101318, propagate_backward_time: 38.4412612915, weight_update_time: 0.1417258233, other_time: 2.4202194214
epoch time: 5.6132183075s, input_fired_time: 0.0755581707, output_fired_time: 0.0000000000, propagate_forward_time: 5.0953755379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422845840
validation[          , genome  3559] predictions:    9564/  10000 (95.64%), best:    9578/10000 (95.78%), error:      1423.93555, best error:      1416.23669 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 65.5753936768s, input_fired_time: 0.5915248394, output_fired_time: 0.5822790265, propagate_forward_time: 24.2378425598, propagate_backward_time: 37.7538032532, weight_update_time: 0.1382070184, other_time: 2.4099502563
epoch time: 5.4565649033s, input_fired_time: 0.0760861114, output_fired_time: 0.0000000000, propagate_forward_time: 4.9400391579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404397011
validation[          , genome  3559] predictions:    9550/  10000 (95.50%), best:    9578/10000 (95.78%), error:      1482.50378, best error:      1416.23669 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 66.1250839233s, input_fired_time: 0.5888532400, output_fired_time: 0.5796512961, propagate_forward_time: 24.4159240723, propagate_backward_time: 38.1240310669, weight_update_time: 0.1387919784, other_time: 2.4166259766
epoch time: 5.4078044891s, input_fired_time: 0.0756730586, output_fired_time: 0.0000000000, propagate_forward_time: 4.8992490768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328823090
validation[          , genome  3559] predictions:    9575/  10000 (95.75%), best:    9578/10000 (95.78%), error:      1426.48474, best error:      1416.23669 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 65.9450912476s, input_fired_time: 0.5939587951, output_fired_time: 0.5797442794, propagate_forward_time: 24.3872795105, propagate_backward_time: 37.9661903381, weight_update_time: 0.1391952336, other_time: 2.4179229736
epoch time: 5.5034389496s, input_fired_time: 0.0748312175, output_fired_time: 0.0000000000, propagate_forward_time: 4.9970097542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4315981865
validation[          , genome  3559] predictions:    9533/  10000 (95.33%), best:    9578/10000 (95.78%), error:      1554.62952, best error:      1416.23669 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 66.7009658813s, input_fired_time: 0.5935049057, output_fired_time: 0.5864691734, propagate_forward_time: 24.6649780273, propagate_backward_time: 38.4163551331, weight_update_time: 0.1420030892, other_time: 2.4396553040
epoch time: 5.6275200844s, input_fired_time: 0.0773754120, output_fired_time: 0.0000000000, propagate_forward_time: 5.1136541367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4364905357
validation[          , genome  3559] predictions:    9572/  10000 (95.72%), best:    9572/10000 (95.72%), error:      1406.40149, best error:      1406.40149 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 66.9832611084s, input_fired_time: 0.5968086720, output_fired_time: 0.5913410187, propagate_forward_time: 24.9104175568, propagate_backward_time: 38.4513130188, weight_update_time: 0.1439921558, other_time: 2.4333839417
epoch time: 5.5176119804s, input_fired_time: 0.0753765479, output_fired_time: 0.0000000000, propagate_forward_time: 5.0029025078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4393329620
validation[          , genome  3559] predictions:    9562/  10000 (95.62%), best:    9572/10000 (95.72%), error:      1448.37036, best error:      1406.40149 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 67.2024002075s, input_fired_time: 0.5968118310, output_fired_time: 0.5909904838, propagate_forward_time: 24.9974632263, propagate_backward_time: 38.5909881592, weight_update_time: 0.1410254687, other_time: 2.4261512756
epoch time: 5.4755706787s, input_fired_time: 0.0753137618, output_fired_time: 0.0000000000, propagate_forward_time: 4.9675564766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327006340
validation[          , genome  3559] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1392.48804, best error:      1392.48804 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 65.7498016357s, input_fired_time: 0.5958391428, output_fired_time: 0.5782251358, propagate_forward_time: 24.4914798737, propagate_backward_time: 37.6897659302, weight_update_time: 0.1381558180, other_time: 2.3944931030
epoch time: 5.2361402512s, input_fired_time: 0.0723328367, output_fired_time: 0.0000000000, propagate_forward_time: 4.7333889008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4304184914
validation[          , genome  3559] predictions:    9489/  10000 (94.89%), best:    9574/10000 (95.74%), error:      1640.15381, best error:      1392.48804 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 66.6278915405s, input_fired_time: 0.5946144462, output_fired_time: 0.5894833803, propagate_forward_time: 24.7211551666, propagate_backward_time: 38.3110237122, weight_update_time: 0.1395083070, other_time: 2.4116172791
epoch time: 5.5737481117s, input_fired_time: 0.0772503018, output_fired_time: 0.0000000000, propagate_forward_time: 5.0607662201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357314110
validation[          , genome  3559] predictions:    9570/  10000 (95.70%), best:    9574/10000 (95.74%), error:      1431.78247, best error:      1392.48804 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.4487457275s, input_fired_time: 0.5910120010, output_fired_time: 0.5764937997, propagate_forward_time: 24.3017120361, propagate_backward_time: 37.5967674255, weight_update_time: 0.1378276199, other_time: 2.3827629089
epoch time: 5.2032537460s, input_fired_time: 0.0727762207, output_fired_time: 0.0000000000, propagate_forward_time: 4.7124667168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180107117
validation[          , genome  3559] predictions:    9558/  10000 (95.58%), best:    9574/10000 (95.74%), error:      1497.39648, best error:      1392.48804 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 65.3011703491s, input_fired_time: 0.5853325129, output_fired_time: 0.5728448629, propagate_forward_time: 24.1996955872, propagate_backward_time: 37.5535545349, weight_update_time: 0.1379256248, other_time: 2.3897399902
epoch time: 5.3880023956s, input_fired_time: 0.0756952688, output_fired_time: 0.0000000000, propagate_forward_time: 4.8829684258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293389320
validation[          , genome  3559] predictions:    9546/  10000 (95.46%), best:    9574/10000 (95.74%), error:      1578.01868, best error:      1392.48804 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 65.6195983887s, input_fired_time: 0.5927655697, output_fired_time: 0.5737042427, propagate_forward_time: 24.3070392609, propagate_backward_time: 37.7426605225, weight_update_time: 0.1392327249, other_time: 2.4034271240
epoch time: 5.4725031853s, input_fired_time: 0.0758244023, output_fired_time: 0.0000000000, propagate_forward_time: 4.9570069313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396719933
validation[          , genome  3559] predictions:    9562/  10000 (95.62%), best:    9574/10000 (95.74%), error:      1434.57874, best error:      1392.48804 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 66.5377807617s, input_fired_time: 0.5950413942, output_fired_time: 0.5875419974, propagate_forward_time: 24.6582374573, propagate_backward_time: 38.2645988464, weight_update_time: 0.1408443004, other_time: 2.4323654175
epoch time: 5.5051589012s, input_fired_time: 0.0753217936, output_fired_time: 0.0000000000, propagate_forward_time: 4.9969406128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328966141
validation[          , genome  3559] predictions:    9590/  10000 (95.90%), best:    9574/10000 (95.74%), error:      1418.93799, best error:      1392.48804 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.2872619629s, input_fired_time: 0.5894765258, output_fired_time: 0.5817691088, propagate_forward_time: 24.5500068665, propagate_backward_time: 38.1552200317, weight_update_time: 0.1389353573, other_time: 2.4107856750
epoch time: 5.4593663216s, input_fired_time: 0.0765109062, output_fired_time: 0.0000000000, propagate_forward_time: 4.9473433495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4355120659
validation[          , genome  3559] predictions:    9581/  10000 (95.81%), best:    9574/10000 (95.74%), error:      1449.28223, best error:      1392.48804 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 66.4641036987s, input_fired_time: 0.5990490317, output_fired_time: 0.5898067355, propagate_forward_time: 24.6966896057, propagate_backward_time: 38.1588287354, weight_update_time: 0.1419536471, other_time: 2.4197273254
epoch time: 5.2860884666s, input_fired_time: 0.0747751296, output_fired_time: 0.0000000000, propagate_forward_time: 4.7876954079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4236178398
validation[          , genome  3559] predictions:    9582/  10000 (95.82%), best:    9574/10000 (95.74%), error:      1394.88330, best error:      1392.48804 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.1314697266s, input_fired_time: 0.5942626595, output_fired_time: 0.5811308622, propagate_forward_time: 24.5106239319, propagate_backward_time: 38.0366783142, weight_update_time: 0.1414742321, other_time: 2.4087753296
epoch time: 5.3305344582s, input_fired_time: 0.0750631914, output_fired_time: 0.0000000000, propagate_forward_time: 4.8252921104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4301791191
validation[          , genome  3559] predictions:    9583/  10000 (95.83%), best:    9574/10000 (95.74%), error:      1411.45911, best error:      1392.48804 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 66.0630798340s, input_fired_time: 0.5977089405, output_fired_time: 0.5867826939, propagate_forward_time: 24.4157238007, propagate_backward_time: 38.0628471375, weight_update_time: 0.1380627751, other_time: 2.4000129700
epoch time: 5.5590381622s, input_fired_time: 0.0767575204, output_fired_time: 0.0000000000, propagate_forward_time: 5.0389575958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433231354
validation[          , genome  3559] predictions:    9534/  10000 (95.34%), best:    9574/10000 (95.74%), error:      1497.13733, best error:      1392.48804 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 66.7164535522s, input_fired_time: 0.5979338288, output_fired_time: 0.5856590271, propagate_forward_time: 24.8023223877, propagate_backward_time: 38.3014259338, weight_update_time: 0.1401533484, other_time: 2.4291191101
epoch time: 5.3250184059s, input_fired_time: 0.0760576725, output_fired_time: 0.0000000000, propagate_forward_time: 4.8184032440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4305572510
validation[          , genome  3559] predictions:    9584/  10000 (95.84%), best:    9574/10000 (95.74%), error:      1407.70923, best error:      1392.48804 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 66.5207061768s, input_fired_time: 0.5975404978, output_fired_time: 0.5931909680, propagate_forward_time: 24.6571979523, propagate_backward_time: 38.2535285950, weight_update_time: 0.1400536299, other_time: 2.4192466736
epoch time: 5.5141506195s, input_fired_time: 0.0760883912, output_fired_time: 0.0000000000, propagate_forward_time: 4.9956007004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4424614906
validation[          , genome  3559] predictions:    9558/  10000 (95.58%), best:    9574/10000 (95.74%), error:      1472.99915, best error:      1392.48804 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 66.5574188232s, input_fired_time: 0.5956317782, output_fired_time: 0.5895240307, propagate_forward_time: 24.7339115143, propagate_backward_time: 38.2052040100, weight_update_time: 0.1420400441, other_time: 2.4331474304
epoch time: 5.4254264832s, input_fired_time: 0.0758733749, output_fired_time: 0.0000000000, propagate_forward_time: 4.9090790749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4404740334
validation[          , genome  3559] predictions:    9580/  10000 (95.80%), best:    9580/10000 (95.80%), error:      1392.37402, best error:      1392.37402 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 65.3808364868s, input_fired_time: 0.5905357599, output_fired_time: 0.5775979757, propagate_forward_time: 24.1379814148, propagate_backward_time: 37.6577949524, weight_update_time: 0.1394041330, other_time: 2.4169235229
epoch time: 5.5031981468s, input_fired_time: 0.0767294466, output_fired_time: 0.0000000000, propagate_forward_time: 4.9891214371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373474121
validation[          , genome  3559] predictions:    9565/  10000 (95.65%), best:    9580/10000 (95.80%), error:      1446.60413, best error:      1392.37402 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.1703491211s, input_fired_time: 0.5978358388, output_fired_time: 0.5939658284, propagate_forward_time: 24.9026908875, propagate_backward_time: 38.6580009460, weight_update_time: 0.1411972940, other_time: 2.4178543091
epoch time: 5.3193383217s, input_fired_time: 0.0729952678, output_fired_time: 0.0000000000, propagate_forward_time: 4.8191385269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272046089
validation[          , genome  3559] predictions:    9560/  10000 (95.60%), best:    9580/10000 (95.80%), error:      1471.76990, best error:      1392.37402 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 65.8677291870s, input_fired_time: 0.5945193172, output_fired_time: 0.5802687407, propagate_forward_time: 24.3572406769, propagate_backward_time: 37.9044265747, weight_update_time: 0.1416175514, other_time: 2.4312744141
epoch time: 5.3290667534s, input_fired_time: 0.0742564797, output_fired_time: 0.0000000000, propagate_forward_time: 4.8261184692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286918640
validation[          , genome  3559] predictions:    9584/  10000 (95.84%), best:    9584/10000 (95.84%), error:      1389.00439, best error:      1389.00439 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 65.9433441162s, input_fired_time: 0.5924538374, output_fired_time: 0.5788015127, propagate_forward_time: 24.4928131104, propagate_backward_time: 37.8769187927, weight_update_time: 0.1403470039, other_time: 2.4023551941
epoch time: 5.3584785461s, input_fired_time: 0.0755893663, output_fired_time: 0.0000000000, propagate_forward_time: 4.8474011421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4354882240
validation[          , genome  3559] predictions:    9553/  10000 (95.53%), best:    9584/10000 (95.84%), error:      1488.43970, best error:      1389.00439 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.2050704956s, input_fired_time: 0.5999174714, output_fired_time: 0.5920675993, propagate_forward_time: 24.9499549866, propagate_backward_time: 38.6260337830, weight_update_time: 0.1429109126, other_time: 2.4371032715
epoch time: 5.5343637466s, input_fired_time: 0.0775263384, output_fired_time: 0.0000000000, propagate_forward_time: 5.0206141472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4362230301
validation[          , genome  3559] predictions:    9598/  10000 (95.98%), best:    9584/10000 (95.84%), error:      1426.91089, best error:      1389.00439 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 65.0255889893s, input_fired_time: 0.5896741748, output_fired_time: 0.5771553516, propagate_forward_time: 24.0650997162, propagate_backward_time: 37.4092903137, weight_update_time: 0.1393884867, other_time: 2.3843650818
epoch time: 5.4673519135s, input_fired_time: 0.0749376193, output_fired_time: 0.0000000000, propagate_forward_time: 4.9550757408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4373383522
validation[          , genome  3559] predictions:    9555/  10000 (95.55%), best:    9584/10000 (95.84%), error:      1422.31006, best error:      1389.00439 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.2273178101s, input_fired_time: 0.5933875442, output_fired_time: 0.5857628584, propagate_forward_time: 24.5161647797, propagate_backward_time: 38.1233139038, weight_update_time: 0.1413478255, other_time: 2.4086914063
epoch time: 5.0736289024s, input_fired_time: 0.0729151517, output_fired_time: 0.0000000000, propagate_forward_time: 4.5883326530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123811722
validation[          , genome  3559] predictions:    9554/  10000 (95.54%), best:    9584/10000 (95.84%), error:      1441.92529, best error:      1389.00439 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 66.8681793213s, input_fired_time: 0.6005153656, output_fired_time: 0.5896527767, propagate_forward_time: 24.8316574097, propagate_backward_time: 38.4161720276, weight_update_time: 0.1419608295, other_time: 2.4301795959
epoch time: 5.5246329308s, input_fired_time: 0.0762878358, output_fired_time: 0.0000000000, propagate_forward_time: 5.0139260292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344191551
validation[          , genome  3559] predictions:    9593/  10000 (95.93%), best:    9593/10000 (95.93%), error:      1363.38330, best error:      1363.38330 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 66.0763092041s, input_fired_time: 0.5931740403, output_fired_time: 0.5822451115, propagate_forward_time: 24.4638690948, propagate_backward_time: 38.0410423279, weight_update_time: 0.1391361654, other_time: 2.3959770203
epoch time: 5.1961245537s, input_fired_time: 0.0727450922, output_fired_time: 0.0000000000, propagate_forward_time: 4.7005548477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228243828
validation[          , genome  3559] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1353.03137, best error:      1353.03137 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.2462615967s, input_fired_time: 0.6015645862, output_fired_time: 0.5910095572, propagate_forward_time: 24.8945636749, propagate_backward_time: 38.7201385498, weight_update_time: 0.1433493495, other_time: 2.4389877319
epoch time: 5.4010038376s, input_fired_time: 0.0751891136, output_fired_time: 0.0000000000, propagate_forward_time: 4.8920130730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4338016510
validation[          , genome  3559] predictions:    9579/  10000 (95.79%), best:    9592/10000 (95.92%), error:      1394.24329, best error:      1353.03137 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 65.1091613770s, input_fired_time: 0.5907967687, output_fired_time: 0.5719503164, propagate_forward_time: 24.1498546600, propagate_backward_time: 37.3907318115, weight_update_time: 0.1376229823, other_time: 2.4058303833
epoch time: 5.3808212280s, input_fired_time: 0.0758676082, output_fired_time: 0.0000000000, propagate_forward_time: 4.8750658035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298877716
validation[          , genome  3559] predictions:    9568/  10000 (95.68%), best:    9592/10000 (95.92%), error:      1401.13501, best error:      1353.03137 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 66.3124847412s, input_fired_time: 0.5983918905, output_fired_time: 0.5820637941, propagate_forward_time: 24.5428276062, propagate_backward_time: 38.1705627441, weight_update_time: 0.1383961737, other_time: 2.4186439514
epoch time: 5.5179209709s, input_fired_time: 0.0767156482, output_fired_time: 0.0000000000, propagate_forward_time: 5.0042309761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369745255
validation[          , genome  3559] predictions:    9592/  10000 (95.92%), best:    9592/10000 (95.92%), error:      1374.79773, best error:      1353.03137 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.6503524780s, input_fired_time: 0.5978445411, output_fired_time: 0.5823206902, propagate_forward_time: 24.7036361694, propagate_backward_time: 38.3592453003, weight_update_time: 0.1411264688, other_time: 2.4073028564
epoch time: 5.5046277046s, input_fired_time: 0.0758698136, output_fired_time: 0.0000000000, propagate_forward_time: 4.9955029488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4332547188
validation[          , genome  3559] predictions:    9572/  10000 (95.72%), best:    9592/10000 (95.92%), error:      1371.98450, best error:      1353.03137 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 65.4310760498s, input_fired_time: 0.5976466537, output_fired_time: 0.5739570260, propagate_forward_time: 24.2307453156, propagate_backward_time: 37.6260948181, weight_update_time: 0.1384064853, other_time: 2.4026298523
epoch time: 5.5067572594s, input_fired_time: 0.0772970840, output_fired_time: 0.0000000000, propagate_forward_time: 4.9940876961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353723526
validation[          , genome  3559] predictions:    9570/  10000 (95.70%), best:    9592/10000 (95.92%), error:      1398.58691, best error:      1353.03137 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 66.0671920776s, input_fired_time: 0.5937502384, output_fired_time: 0.5776190162, propagate_forward_time: 24.5202388763, propagate_backward_time: 37.9669570923, weight_update_time: 0.1399200559, other_time: 2.4086227417
epoch time: 5.4618353844s, input_fired_time: 0.0774172619, output_fired_time: 0.0000000000, propagate_forward_time: 4.9447779655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396400452
validation[          , genome  3559] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1352.35803, best error:      1352.35803 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 66.2760467529s, input_fired_time: 0.5982421637, output_fired_time: 0.5871509314, propagate_forward_time: 24.5520362854, propagate_backward_time: 38.1071929932, weight_update_time: 0.1403862387, other_time: 2.4314231873
epoch time: 5.4284133911s, input_fired_time: 0.0764392391, output_fired_time: 0.0000000000, propagate_forward_time: 4.9192681313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327058792
validation[          , genome  3559] predictions:    9586/  10000 (95.86%), best:    9590/10000 (95.90%), error:      1381.84094, best error:      1352.35803 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.6340026855s, input_fired_time: 0.5869379044, output_fired_time: 0.5688600540, propagate_forward_time: 23.8240795135, propagate_backward_time: 37.2598800659, weight_update_time: 0.1382644325, other_time: 2.3942489624
epoch time: 5.1849031448s, input_fired_time: 0.0726863071, output_fired_time: 0.0000000000, propagate_forward_time: 4.6982884407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139285088
validation[          , genome  3559] predictions:    9576/  10000 (95.76%), best:    9590/10000 (95.90%), error:      1381.58984, best error:      1352.35803 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 63.1457290649s, input_fired_time: 0.5774855018, output_fired_time: 0.5544944406, propagate_forward_time: 23.3795337677, propagate_backward_time: 36.2905387878, weight_update_time: 0.1348094046, other_time: 2.3436775208
epoch time: 5.4899477959s, input_fired_time: 0.0780770555, output_fired_time: 0.0000000000, propagate_forward_time: 4.9774751663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4343957901
validation[          , genome  3559] predictions:    9588/  10000 (95.88%), best:    9590/10000 (95.90%), error:      1378.69421, best error:      1352.35803 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 66.5866622925s, input_fired_time: 0.6018938422, output_fired_time: 0.5859063864, propagate_forward_time: 24.6565303802, propagate_backward_time: 38.3310852051, weight_update_time: 0.1405531466, other_time: 2.4112472534
epoch time: 5.3978700638s, input_fired_time: 0.0749117583, output_fired_time: 0.0000000000, propagate_forward_time: 4.8936986923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292597771
validation[          , genome  3559] predictions:    9582/  10000 (95.82%), best:    9590/10000 (95.90%), error:      1374.93884, best error:      1352.35803 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 66.8694305420s, input_fired_time: 0.6025857925, output_fired_time: 0.5906444192, propagate_forward_time: 24.7787818909, propagate_backward_time: 38.4701995850, weight_update_time: 0.1408221275, other_time: 2.4272193909
epoch time: 5.5817017555s, input_fired_time: 0.0777346864, output_fired_time: 0.0000000000, propagate_forward_time: 5.0670609474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4369063377
validation[          , genome  3559] predictions:    9577/  10000 (95.77%), best:    9590/10000 (95.90%), error:      1373.02356, best error:      1352.35803 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 67.1737213135s, input_fired_time: 0.6052086353, output_fired_time: 0.5917682052, propagate_forward_time: 24.9276905060, propagate_backward_time: 38.6274719238, weight_update_time: 0.1400509775, other_time: 2.4215850830
epoch time: 5.4286894798s, input_fired_time: 0.0765357986, output_fired_time: 0.0000000000, propagate_forward_time: 4.9268031120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253506660
validation[          , genome  3559] predictions:    9583/  10000 (95.83%), best:    9590/10000 (95.90%), error:      1369.13708, best error:      1352.35803 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 66.3776931763s, input_fired_time: 0.6043937206, output_fired_time: 0.5843551159, propagate_forward_time: 24.6032276154, propagate_backward_time: 38.1541900635, weight_update_time: 0.1401863098, other_time: 2.4315261841
epoch time: 5.1825981140s, input_fired_time: 0.0738811493, output_fired_time: 0.0000000000, propagate_forward_time: 4.6960573196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126596451
validation[          , genome  3559] predictions:    9562/  10000 (95.62%), best:    9590/10000 (95.90%), error:      1432.73315, best error:      1352.35803 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 66.3238296509s, input_fired_time: 0.5981273055, output_fired_time: 0.5821561217, propagate_forward_time: 24.6279163361, propagate_backward_time: 38.1064453125, weight_update_time: 0.1412596107, other_time: 2.4091873169
epoch time: 5.5832014084s, input_fired_time: 0.0780333877, output_fired_time: 0.0000000000, propagate_forward_time: 5.0706615448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4345064163
validation[          , genome  3559] predictions:    9598/  10000 (95.98%), best:    9598/10000 (95.98%), error:      1348.15674, best error:      1348.15674 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 65.7666244507s, input_fired_time: 0.5972211361, output_fired_time: 0.5814722776, propagate_forward_time: 24.4084453583, propagate_backward_time: 37.7742309570, weight_update_time: 0.1405998021, other_time: 2.4052505493
epoch time: 5.2535629272s, input_fired_time: 0.0750088766, output_fired_time: 0.0000000000, propagate_forward_time: 4.7588963509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196577072
validation[          , genome  3559] predictions:    9568/  10000 (95.68%), best:    9598/10000 (95.98%), error:      1383.45093, best error:      1348.15674 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 66.5050888062s, input_fired_time: 0.6015426517, output_fired_time: 0.5844214559, propagate_forward_time: 24.5757522583, propagate_backward_time: 38.3208351135, weight_update_time: 0.1399382651, other_time: 2.4225425720
epoch time: 5.2673273087s, input_fired_time: 0.0748797283, output_fired_time: 0.0000000000, propagate_forward_time: 4.7683510780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240965843
validation[          , genome  3559] predictions:    9594/  10000 (95.94%), best:    9598/10000 (95.98%), error:      1382.10522, best error:      1348.15674 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.4943313599s, input_fired_time: 0.6049420238, output_fired_time: 0.5947163105, propagate_forward_time: 25.0706291199, propagate_backward_time: 38.7991218567, weight_update_time: 0.1415334791, other_time: 2.4249191284
epoch time: 5.4137272835s, input_fired_time: 0.0753391609, output_fired_time: 0.0000000000, propagate_forward_time: 4.9103155136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4280724525
validation[          , genome  3559] predictions:    9565/  10000 (95.65%), best:    9598/10000 (95.98%), error:      1448.33887, best error:      1348.15674 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 67.2513504028s, input_fired_time: 0.6062402129, output_fired_time: 0.5940194130, propagate_forward_time: 24.9078216553, propagate_backward_time: 38.7051544189, weight_update_time: 0.1402423978, other_time: 2.4381179810
epoch time: 5.3225283623s, input_fired_time: 0.0764271989, output_fired_time: 0.0000000000, propagate_forward_time: 4.8174619675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286394119
validation[          , genome  3559] predictions:    9578/  10000 (95.78%), best:    9598/10000 (95.98%), error:      1366.20715, best error:      1348.15674 on epoch:    96, 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: 27.2354774475s, input_fired_time: 0.3882268369, output_fired_time: 0.0000000000, propagate_forward_time: 24.5922660828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2549839020
best training[          , genome  3559] predictions:   48841/  50000 (97.68%), best:    9598/10000 (95.98%), error:      4217.24365, best error:      1348.15674 on epoch:    96, 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: 5.5617151260s, input_fired_time: 0.0762219876, output_fired_time: 0.0000000000, propagate_forward_time: 5.0519022942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4335908890
   testing[          , genome  3559] predictions:    9647/  10000 (96.47%), best:    9598/10000 (95.98%), error:      1232.42053, best error:      1348.15674 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:34:02 (5768): called boinc_finish(0)

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