Nameexact_genome_1509103842_21_18702_2
Workunit2283869
Created31 Oct 2017, 7:45:34 UTC
Sent31 Oct 2017, 8:16:31 UTC
Report deadline21 Dec 2017, 1:33:53 UTC
Received2 Nov 2017, 12:13:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time18 hours 39 min 45 sec
CPU time14 hours 58 min 21 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.21 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size177.53 MB
Peak swap size182.50 MB
Peak disk usage6.45 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
ime: 7.2129168510, propagate_forward_time: 190.1957702637, propagate_backward_time: 333.0748596191, weight_update_time: 0.5597299933, other_time: 9.7985229492
epoch time: 36.4307518005s, input_fired_time: 0.9589919448, output_fired_time: 0.0000000000, propagate_forward_time: 33.9567527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5150070190
validation[          , genome 18702] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       456.25494, best error:       456.25494 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 488.1186218262s, input_fired_time: 8.4800529480, output_fired_time: 6.5636973381, propagate_forward_time: 169.0880279541, propagate_backward_time: 295.5251159668, weight_update_time: 0.5554831624, other_time: 8.4617614746
epoch time: 36.4280624390s, input_fired_time: 0.9464449286, output_fired_time: 0.0000000000, propagate_forward_time: 33.9629669189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5186500549
validation[          , genome 18702] predictions:    9844/  10000 (98.44%), best:    9849/10000 (98.49%), error:       538.25305, best error:       456.25494 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 488.0127563477s, input_fired_time: 8.4803419113, output_fired_time: 6.5606236458, propagate_forward_time: 169.0951232910, propagate_backward_time: 295.4199218750, weight_update_time: 0.5556131601, other_time: 8.4567260742
epoch time: 36.3892288208s, input_fired_time: 0.9430868626, output_fired_time: 0.0000000000, propagate_forward_time: 33.9263458252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5197944641
validation[          , genome 18702] predictions:    9841/  10000 (98.41%), best:    9849/10000 (98.49%), error:       497.27731, best error:       456.25494 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 491.0078125000s, input_fired_time: 8.5341777802, output_fired_time: 6.6022176743, propagate_forward_time: 170.0639648438, propagate_backward_time: 297.2527465820, weight_update_time: 0.5595631003, other_time: 8.5547180176
epoch time: 36.5947151184s, input_fired_time: 0.9584261179, output_fired_time: 0.0000000000, propagate_forward_time: 34.1440925598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4921951294
validation[          , genome 18702] predictions:    9826/  10000 (98.26%), best:    9849/10000 (98.49%), error:       551.49780, best error:       456.25494 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 492.1372985840s, input_fired_time: 8.5912809372, output_fired_time: 6.6232943535, propagate_forward_time: 170.4972076416, propagate_backward_time: 297.8401184082, weight_update_time: 0.5609561205, other_time: 8.5854187012
epoch time: 36.5913009644s, input_fired_time: 0.9617531300, output_fired_time: 0.0000000000, propagate_forward_time: 34.0960464478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5335006714
validation[          , genome 18702] predictions:    9835/  10000 (98.35%), best:    9849/10000 (98.49%), error:       507.15121, best error:       456.25494 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 491.5869140625s, input_fired_time: 8.5571146011, output_fired_time: 6.6089487076, propagate_forward_time: 170.3049163818, propagate_backward_time: 297.5839233398, weight_update_time: 0.5597016811, other_time: 8.5319824219
epoch time: 36.6935005188s, input_fired_time: 0.9530341029, output_fired_time: 0.0000000000, propagate_forward_time: 34.2135963440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5268707275
validation[          , genome 18702] predictions:    9855/  10000 (98.55%), best:    9849/10000 (98.49%), error:       474.37662, best error:       456.25494 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 490.2037353516s, input_fired_time: 8.5539445877, output_fired_time: 6.5959167480, propagate_forward_time: 169.8863830566, propagate_backward_time: 296.6282958984, weight_update_time: 0.5598937869, other_time: 8.5391845703
epoch time: 36.4054756165s, input_fired_time: 0.9526821971, output_fired_time: 0.0000000000, propagate_forward_time: 33.9410438538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5117492676
validation[          , genome 18702] predictions:    9826/  10000 (98.26%), best:    9849/10000 (98.49%), error:       529.91827, best error:       456.25494 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 489.9253234863s, input_fired_time: 8.5485267639, output_fired_time: 6.5921316147, propagate_forward_time: 169.6860046387, propagate_backward_time: 296.5547180176, weight_update_time: 0.5575304031, other_time: 8.5439453125
epoch time: 35.7891044617s, input_fired_time: 0.9310299754, output_fired_time: 0.0000000000, propagate_forward_time: 33.4019393921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4561347961
validation[          , genome 18702] predictions:    9855/  10000 (98.55%), best:    9849/10000 (98.49%), error:       474.20914, best error:       456.25494 on epoch:    15, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 488.9888000488s, input_fired_time: 8.5127449036, output_fired_time: 6.5762820244, propagate_forward_time: 169.4208374023, propagate_backward_time: 295.9766540527, weight_update_time: 0.5568431616, other_time: 8.5022583008
epoch time: 36.4446678162s, input_fired_time: 0.9519802332, output_fired_time: 0.0000000000, propagate_forward_time: 33.9730987549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5195884705
validation[          , genome 18702] predictions:    9845/  10000 (98.45%), best:    9849/10000 (98.49%), error:       496.18655, best error:       456.25494 on epoch:    15, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 487.9670104980s, input_fired_time: 8.4955158234, output_fired_time: 6.5626974106, propagate_forward_time: 169.0467224121, propagate_backward_time: 295.3830871582, weight_update_time: 0.5552173853, other_time: 8.4790039063
epoch time: 36.3912010193s, input_fired_time: 0.9598269463, output_fired_time: 0.0000000000, propagate_forward_time: 33.9271774292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5041961670
validation[          , genome 18702] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       428.39001, best error:       428.39001 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 490.8171691895s, input_fired_time: 8.5674543381, output_fired_time: 6.5988469124, propagate_forward_time: 170.0128479004, propagate_backward_time: 297.1086425781, weight_update_time: 0.5596286654, other_time: 8.5293884277
epoch time: 36.5483169556s, input_fired_time: 0.9639377594, output_fired_time: 0.0000000000, propagate_forward_time: 34.0621414185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5222396851
validation[          , genome 18702] predictions:    9841/  10000 (98.41%), best:    9861/10000 (98.61%), error:       509.99478, best error:       428.39001 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 491.8127136230s, input_fired_time: 8.6125869751, output_fired_time: 6.6175560951, propagate_forward_time: 170.3840484619, propagate_backward_time: 297.6166381836, weight_update_time: 0.5599830747, other_time: 8.5819091797
epoch time: 36.6458015442s, input_fired_time: 0.9657021761, output_fired_time: 0.0000000000, propagate_forward_time: 34.1502418518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5298576355
validation[          , genome 18702] predictions:    9846/  10000 (98.46%), best:    9861/10000 (98.61%), error:       478.39261, best error:       428.39001 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 491.7720336914s, input_fired_time: 8.5896959305, output_fired_time: 6.6175332069, propagate_forward_time: 170.3826141357, propagate_backward_time: 297.6465759277, weight_update_time: 0.5600926280, other_time: 8.5356140137
epoch time: 36.5889511108s, input_fired_time: 0.9623875022, output_fired_time: 0.0000000000, propagate_forward_time: 34.0868377686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5397262573
validation[          , genome 18702] predictions:    9844/  10000 (98.44%), best:    9861/10000 (98.61%), error:       488.03287, best error:       428.39001 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 491.7937927246s, input_fired_time: 8.6135349274, output_fired_time: 6.6270313263, propagate_forward_time: 170.3780212402, propagate_backward_time: 297.6083984375, weight_update_time: 0.5617583990, other_time: 8.5668029785
epoch time: 36.4184150696s, input_fired_time: 0.9500730038, output_fired_time: 0.0000000000, propagate_forward_time: 33.9399070740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5284347534
validation[          , genome 18702] predictions:    9852/  10000 (98.52%), best:    9861/10000 (98.61%), error:       460.78537, best error:       428.39001 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 488.4354553223s, input_fired_time: 8.5429306030, output_fired_time: 6.5768842697, propagate_forward_time: 169.1881713867, propagate_backward_time: 295.6166687012, weight_update_time: 0.5572881699, other_time: 8.5108032227
epoch time: 36.1942405701s, input_fired_time: 0.9469609857, output_fired_time: 0.0000000000, propagate_forward_time: 33.7557830811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4914970398
validation[          , genome 18702] predictions:    9855/  10000 (98.55%), best:    9861/10000 (98.61%), error:       454.55322, best error:       428.39001 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 489.9631958008s, input_fired_time: 8.5870428085, output_fired_time: 6.5901627541, propagate_forward_time: 169.7047576904, propagate_backward_time: 296.4909362793, weight_update_time: 0.5592156649, other_time: 8.5903015137
epoch time: 36.4112663269s, input_fired_time: 0.9520885944, output_fired_time: 0.0000000000, propagate_forward_time: 33.9314918518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5276870728
validation[          , genome 18702] predictions:    9867/  10000 (98.67%), best:    9861/10000 (98.61%), error:       429.72348, best error:       428.39001 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 488.1794128418s, input_fired_time: 8.5495738983, output_fired_time: 6.5661921501, propagate_forward_time: 169.1540832520, propagate_backward_time: 295.4333190918, weight_update_time: 0.5558985472, other_time: 8.4762573242
epoch time: 36.4454994202s, input_fired_time: 0.9656763673, output_fired_time: 0.0000000000, propagate_forward_time: 33.9487457275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5310783386
validation[          , genome 18702] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       367.00314, best error:       367.00314 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 488.7489013672s, input_fired_time: 8.5671339035, output_fired_time: 6.5736274719, propagate_forward_time: 169.3089904785, propagate_backward_time: 295.7628173828, weight_update_time: 0.5580242872, other_time: 8.5363159180
epoch time: 36.5076828003s, input_fired_time: 0.9617375731, output_fired_time: 0.0000000000, propagate_forward_time: 34.0192222595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5267219543
validation[          , genome 18702] predictions:    9869/  10000 (98.69%), best:    9881/10000 (98.81%), error:       443.02139, best error:       367.00314 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 490.7046203613s, input_fired_time: 8.6214084625, output_fired_time: 6.6047143936, propagate_forward_time: 169.9464111328, propagate_backward_time: 296.9648437500, weight_update_time: 0.5597602129, other_time: 8.5672607422
epoch time: 35.9728050232s, input_fired_time: 0.9428177476, output_fired_time: 0.0000000000, propagate_forward_time: 33.5588302612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4711570740
validation[          , genome 18702] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       439.31412, best error:       367.00314 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 491.1205444336s, input_fired_time: 8.6459398270, output_fired_time: 6.6054325104, propagate_forward_time: 170.1232452393, propagate_backward_time: 297.1554565430, weight_update_time: 0.5615596175, other_time: 8.5904541016
epoch time: 36.5129776001s, input_fired_time: 0.9566735029, output_fired_time: 0.0000000000, propagate_forward_time: 34.0225753784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5337295532
validation[          , genome 18702] predictions:    9808/  10000 (98.08%), best:    9881/10000 (98.81%), error:       599.08337, best error:       367.00314 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 490.0019226074s, input_fired_time: 8.5952243805, output_fired_time: 6.5905179977, propagate_forward_time: 169.7504272461, propagate_backward_time: 296.5482177734, weight_update_time: 0.5591083169, other_time: 8.5175476074
epoch time: 36.4994468689s, input_fired_time: 0.9681590199, output_fired_time: 0.0000000000, propagate_forward_time: 34.0030822754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5282058716
validation[          , genome 18702] predictions:    9875/  10000 (98.75%), best:    9881/10000 (98.81%), error:       403.20520, best error:       367.00314 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 557.7601928711s, input_fired_time: 9.5786733627, output_fired_time: 7.5346107483, propagate_forward_time: 193.0989532471, propagate_backward_time: 337.4314880371, weight_update_time: 0.5617278814, other_time: 10.1164855957
epoch time: 52.7461967468s, input_fired_time: 0.9945985675, output_fired_time: 0.0000000000, propagate_forward_time: 49.8496780396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9019203186
validation[          , genome 18702] predictions:    9861/  10000 (98.61%), best:    9881/10000 (98.81%), error:       430.60330, best error:       367.00314 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 706.6829833984s, input_fired_time: 12.3582067490, output_fired_time: 8.7660722733, propagate_forward_time: 245.9050903320, propagate_backward_time: 427.6895446777, weight_update_time: 0.8661841750, other_time: 11.9640808105
epoch time: 52.3676681519s, input_fired_time: 1.5858262777, output_fired_time: 0.0000000000, propagate_forward_time: 48.2943382263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4875030518
validation[          , genome 18702] predictions:    9849/  10000 (98.49%), best:    9881/10000 (98.81%), error:       435.55463, best error:       367.00314 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 705.8932495117s, input_fired_time: 12.0797433853, output_fired_time: 8.1345958710, propagate_forward_time: 244.4162750244, propagate_backward_time: 427.4350891113, weight_update_time: 0.5670436025, other_time: 13.8275451660
epoch time: 52.3772697449s, input_fired_time: 1.5777239799, output_fired_time: 0.0000000000, propagate_forward_time: 48.3050079346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4945373535
validation[          , genome 18702] predictions:    9820/  10000 (98.20%), best:    9881/10000 (98.81%), error:       553.35803, best error:       367.00314 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 706.2967529297s, input_fired_time: 13.5839529037, output_fired_time: 8.7575874329, propagate_forward_time: 243.7667846680, propagate_backward_time: 429.1074829102, weight_update_time: 0.5682169795, other_time: 11.0809936523
epoch time: 52.9630012512s, input_fired_time: 1.3015986681, output_fired_time: 0.0000000000, propagate_forward_time: 48.8588180542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8025856018
validation[          , genome 18702] predictions:    9858/  10000 (98.58%), best:    9881/10000 (98.81%), error:       436.42059, best error:       367.00314 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 707.5314331055s, input_fired_time: 11.2357921600, output_fired_time: 7.8598599434, propagate_forward_time: 245.2346954346, propagate_backward_time: 429.3782653809, weight_update_time: 1.1806261539, other_time: 13.8228454590
epoch time: 52.6852035522s, input_fired_time: 0.9791040421, output_fired_time: 0.0000000000, propagate_forward_time: 49.5144157410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1916847229
validation[          , genome 18702] predictions:    9867/  10000 (98.67%), best:    9881/10000 (98.81%), error:       408.99957, best error:       367.00314 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 706.8449096680s, input_fired_time: 12.6987762451, output_fired_time: 9.6869306564, propagate_forward_time: 244.8121337891, propagate_backward_time: 427.3541870117, weight_update_time: 0.5677281022, other_time: 12.2928466797
epoch time: 52.2849884033s, input_fired_time: 0.9804974198, output_fired_time: 0.0000000000, propagate_forward_time: 48.8157081604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4887809753
validation[          , genome 18702] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       323.11380, best error:       323.11380 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 708.9686889648s, input_fired_time: 13.0008306503, output_fired_time: 8.7897205353, propagate_forward_time: 245.5357818604, propagate_backward_time: 429.0729675293, weight_update_time: 0.8677622676, other_time: 12.5693664551
epoch time: 52.7610282898s, input_fired_time: 1.2848542929, output_fired_time: 0.0000000000, propagate_forward_time: 49.2764205933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1997528076
validation[          , genome 18702] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       380.60342, best error:       323.11380 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 708.2869262695s, input_fired_time: 13.3437652588, output_fired_time: 9.0679130554, propagate_forward_time: 245.0181579590, propagate_backward_time: 428.2319946289, weight_update_time: 0.8694642186, other_time: 12.6250915527
epoch time: 52.7200317383s, input_fired_time: 1.8886090517, output_fired_time: 0.0000000000, propagate_forward_time: 48.3258171082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5056037903
validation[          , genome 18702] predictions:    9878/  10000 (98.78%), best:    9897/10000 (98.97%), error:       390.66318, best error:       323.11380 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 708.2167358398s, input_fired_time: 13.0069646835, output_fired_time: 10.0030336380, propagate_forward_time: 246.1989288330, propagate_backward_time: 426.4252624512, weight_update_time: 1.1695392132, other_time: 12.5825500488
epoch time: 52.4146766663s, input_fired_time: 1.2924680710, output_fired_time: 0.0000000000, propagate_forward_time: 49.5210609436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6011466980
validation[          , genome 18702] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       342.59811, best error:       323.11380 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 708.4364013672s, input_fired_time: 12.7122373581, output_fired_time: 9.0771303177, propagate_forward_time: 245.3515930176, propagate_backward_time: 429.8904724121, weight_update_time: 0.5685766339, other_time: 11.4049682617
epoch time: 52.7868957520s, input_fired_time: 1.0012290478, output_fired_time: 0.0000000000, propagate_forward_time: 49.5736465454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2120208740
validation[          , genome 18702] predictions:    9886/  10000 (98.86%), best:    9897/10000 (98.97%), error:       345.62906, best error:       323.11380 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 709.0230712891s, input_fired_time: 11.2434930801, output_fired_time: 9.1075658798, propagate_forward_time: 246.6335906982, propagate_backward_time: 430.6560974121, weight_update_time: 0.8694464564, other_time: 11.3823547363
epoch time: 52.3510437012s, input_fired_time: 1.2930598259, output_fired_time: 0.0000000000, propagate_forward_time: 49.4614830017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5965003967
validation[          , genome 18702] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       381.20880, best error:       323.11380 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 708.9091796875s, input_fired_time: 13.3739166260, output_fired_time: 9.3599710464, propagate_forward_time: 243.2263031006, propagate_backward_time: 428.1879577637, weight_update_time: 1.1838819981, other_time: 14.7610168457
epoch time: 53.2035026550s, input_fired_time: 0.9865954518, output_fired_time: 0.0000000000, propagate_forward_time: 50.3322906494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8846168518
validation[          , genome 18702] predictions:    9864/  10000 (98.64%), best:    9897/10000 (98.97%), error:       395.87305, best error:       323.11380 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 708.5709838867s, input_fired_time: 12.4443817139, output_fired_time: 9.3705120087, propagate_forward_time: 245.3617553711, propagate_backward_time: 429.0955505371, weight_update_time: 1.1709903479, other_time: 12.2987976074
epoch time: 53.8851089478s, input_fired_time: 1.3032435179, output_fired_time: 0.0000000000, propagate_forward_time: 50.0809364319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5009307861
validation[          , genome 18702] predictions:    9869/  10000 (98.69%), best:    9897/10000 (98.97%), error:       384.64771, best error:       323.11380 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 708.3754272461s, input_fired_time: 12.1701192856, output_fired_time: 10.6148357391, propagate_forward_time: 244.9542694092, propagate_backward_time: 427.3755798340, weight_update_time: 0.5693763494, other_time: 13.2606506348
epoch time: 52.8488502502s, input_fired_time: 0.9800770283, output_fired_time: 0.0000000000, propagate_forward_time: 49.3773193359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4914550781
validation[          , genome 18702] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       334.32932, best error:       323.11380 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 710.1495361328s, input_fired_time: 11.8385858536, output_fired_time: 9.7185277939, propagate_forward_time: 244.7211456299, propagate_backward_time: 431.5224304199, weight_update_time: 0.5707851052, other_time: 12.3489074707
epoch time: 52.5663795471s, input_fired_time: 2.1948010921, output_fired_time: 0.0000000000, propagate_forward_time: 48.1600036621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2115745544
validation[          , genome 18702] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       332.62253, best error:       323.11380 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 707.1822509766s, input_fired_time: 13.6652555466, output_fired_time: 8.7769632339, propagate_forward_time: 243.8447570801, propagate_backward_time: 429.1873779297, weight_update_time: 0.8690963984, other_time: 11.7078552246
epoch time: 52.3024330139s, input_fired_time: 1.2859461308, output_fired_time: 0.0000000000, propagate_forward_time: 48.2199859619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7965011597
validation[          , genome 18702] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       347.05075, best error:       323.11380 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 708.2379150391s, input_fired_time: 11.8725118637, output_fired_time: 9.0643033981, propagate_forward_time: 244.8168945313, propagate_backward_time: 429.1876525879, weight_update_time: 0.8705198765, other_time: 13.2965393066
epoch time: 52.7074623108s, input_fired_time: 1.3037041426, output_fired_time: 0.0000000000, propagate_forward_time: 49.4970359802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9067230225
validation[          , genome 18702] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       340.46671, best error:       323.11380 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 710.2130126953s, input_fired_time: 11.5965909958, output_fired_time: 9.7044820786, propagate_forward_time: 246.1602935791, propagate_backward_time: 429.5003051758, weight_update_time: 0.5713461041, other_time: 13.2513427734
epoch time: 52.9410896301s, input_fired_time: 1.8964672089, output_fired_time: 0.0000000000, propagate_forward_time: 48.8396682739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2049560547
validation[          , genome 18702] predictions:    9884/  10000 (98.84%), best:    9897/10000 (98.97%), error:       370.54987, best error:       323.11380 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 708.7583618164s, input_fired_time: 10.9619016647, output_fired_time: 9.3929500580, propagate_forward_time: 245.3625030518, propagate_backward_time: 428.8971252441, weight_update_time: 1.7833347321, other_time: 14.1438903809
epoch time: 52.3547859192s, input_fired_time: 1.5899769068, output_fired_time: 0.0000000000, propagate_forward_time: 48.8616027832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9032058716
validation[          , genome 18702] predictions:    9881/  10000 (98.81%), best:    9897/10000 (98.97%), error:       381.74280, best error:       323.11380 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 709.3865966797s, input_fired_time: 13.9428462982, output_fired_time: 9.9970531464, propagate_forward_time: 243.7414703369, propagate_backward_time: 428.1610717773, weight_update_time: 0.8718374372, other_time: 13.5441284180
epoch time: 52.9444580078s, input_fired_time: 1.3054307699, output_fired_time: 0.0000000000, propagate_forward_time: 49.1282043457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5108222961
validation[          , genome 18702] predictions:    9885/  10000 (98.85%), best:    9897/10000 (98.97%), error:       332.95538, best error:       323.11380 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 708.9200439453s, input_fired_time: 13.0835580826, output_fired_time: 9.0875415802, propagate_forward_time: 245.9338378906, propagate_backward_time: 427.8557434082, weight_update_time: 0.8709228635, other_time: 12.9593811035
epoch time: 52.4715042114s, input_fired_time: 1.3036773205, output_fired_time: 0.0000000000, propagate_forward_time: 48.9538345337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2139930725
validation[          , genome 18702] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       347.44739, best error:       323.11380 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 711.8040771484s, input_fired_time: 12.7925882339, output_fired_time: 9.4347705841, propagate_forward_time: 247.5264587402, propagate_backward_time: 429.6421203613, weight_update_time: 0.5728136897, other_time: 12.4081420898
epoch time: 52.8461799622s, input_fired_time: 1.0060189962, output_fired_time: 0.0000000000, propagate_forward_time: 49.3204383850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5197219849
validation[          , genome 18702] predictions:    9863/  10000 (98.63%), best:    9897/10000 (98.97%), error:       443.31870, best error:       323.11380 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 710.3032836914s, input_fired_time: 12.8171243668, output_fired_time: 9.1020278931, propagate_forward_time: 248.7560577393, propagate_backward_time: 426.9305725098, weight_update_time: 1.1735622883, other_time: 12.6974792480
epoch time: 52.8772354126s, input_fired_time: 1.0010185242, output_fired_time: 0.0000000000, propagate_forward_time: 49.6272621155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2489547729
validation[          , genome 18702] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       290.93130, best error:       290.93130 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 709.4821166992s, input_fired_time: 14.3675355911, output_fired_time: 10.9112949371, propagate_forward_time: 245.1606903076, propagate_backward_time: 426.6859741211, weight_update_time: 0.8720741868, other_time: 12.3565673828
epoch time: 52.8858032227s, input_fired_time: 1.9030932188, output_fired_time: 0.0000000000, propagate_forward_time: 49.3702278137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6124839783
validation[          , genome 18702] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       338.88647, best error:       290.93130 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 708.8078002930s, input_fired_time: 13.3771095276, output_fired_time: 8.7740526199, propagate_forward_time: 244.2898864746, propagate_backward_time: 428.8085327148, weight_update_time: 0.8716181517, other_time: 13.5581970215
epoch time: 52.8726501465s, input_fired_time: 0.9987239242, output_fired_time: 0.0000000000, propagate_forward_time: 49.3668518066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5070762634
validation[          , genome 18702] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       310.85797, best error:       290.93130 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 709.8782348633s, input_fired_time: 13.7236223221, output_fired_time: 7.8956737518, propagate_forward_time: 245.7671966553, propagate_backward_time: 429.2000732422, weight_update_time: 0.8718779683, other_time: 13.2916259766
epoch time: 52.3574676514s, input_fired_time: 1.0017329454, output_fired_time: 0.0000000000, propagate_forward_time: 49.4538459778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9018898010
validation[          , genome 18702] predictions:    9868/  10000 (98.68%), best:    9902/10000 (99.02%), error:       423.42432, best error:       290.93130 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 709.3504028320s, input_fired_time: 12.5283393860, output_fired_time: 10.9290533066, propagate_forward_time: 244.1453552246, propagate_backward_time: 429.0801696777, weight_update_time: 1.1708455086, other_time: 12.6674804688
epoch time: 52.4427871704s, input_fired_time: 0.9959912300, output_fired_time: 0.0000000000, propagate_forward_time: 49.2413749695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2054214478
validation[          , genome 18702] predictions:    9891/  10000 (98.91%), best:    9902/10000 (99.02%), error:       347.55121, best error:       290.93130 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 710.3087768555s, input_fired_time: 12.1875076294, output_fired_time: 8.4943246841, propagate_forward_time: 247.3308715820, propagate_backward_time: 430.5401611328, weight_update_time: 0.8715533614, other_time: 11.7559204102
epoch time: 52.3673362732s, input_fired_time: 1.5978415012, output_fired_time: 0.0000000000, propagate_forward_time: 47.9615440369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8079490662
validation[          , genome 18702] predictions:    9907/  10000 (99.07%), best:    9902/10000 (99.02%), error:       317.40015, best error:       290.93130 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 708.6699218750s, input_fired_time: 13.3446741104, output_fired_time: 11.4728994370, propagate_forward_time: 243.1737823486, propagate_backward_time: 426.5044250488, weight_update_time: 0.8723857999, other_time: 14.1741638184
epoch time: 54.6550102234s, input_fired_time: 1.0143676996, output_fired_time: 0.0000000000, propagate_forward_time: 50.4944305420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1462135315
validation[          , genome 18702] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       345.48566, best error:       290.93130 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 709.2128906250s, input_fired_time: 11.5916795731, output_fired_time: 8.7971124649, propagate_forward_time: 248.0720214844, propagate_backward_time: 428.7067565918, weight_update_time: 0.5708269477, other_time: 12.0453186035
epoch time: 53.8211097717s, input_fired_time: 1.6275306940, output_fired_time: 0.0000000000, propagate_forward_time: 49.6894874573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5040931702
validation[          , genome 18702] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       323.35968, best error:       290.93130 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 706.8735351563s, input_fired_time: 11.5631246567, output_fired_time: 10.6008338928, propagate_forward_time: 244.0675354004, propagate_backward_time: 428.9035339355, weight_update_time: 0.5695901513, other_time: 11.7385253906
epoch time: 53.7600212097s, input_fired_time: 1.3156991005, output_fired_time: 0.0000000000, propagate_forward_time: 49.9390907288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5052299500
validation[          , genome 18702] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       351.43262, best error:       290.93130 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 709.1345214844s, input_fired_time: 10.6538639069, output_fired_time: 10.8989114761, propagate_forward_time: 244.7628173828, propagate_backward_time: 431.0690002441, weight_update_time: 0.5710579753, other_time: 11.7499084473
epoch time: 52.7928123474s, input_fired_time: 0.9986996651, output_fired_time: 0.0000000000, propagate_forward_time: 49.2814216614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5126914978
validation[          , genome 18702] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       324.55048, best error:       290.93130 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 711.8854370117s, input_fired_time: 11.2444572449, output_fired_time: 11.2799816132, propagate_forward_time: 248.6499481201, propagate_backward_time: 430.2292175293, weight_update_time: 0.5715852976, other_time: 10.4818420410
epoch time: 52.7833213806s, input_fired_time: 1.9063068628, output_fired_time: 0.0000000000, propagate_forward_time: 48.6718750000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2051391602
validation[          , genome 18702] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       353.05084, best error:       290.93130 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 708.6066284180s, input_fired_time: 14.0520696640, output_fired_time: 10.3078813553, propagate_forward_time: 243.8925933838, propagate_backward_time: 427.7117309570, weight_update_time: 0.8708330989, other_time: 12.6423950195
epoch time: 52.6576881409s, input_fired_time: 1.6002495289, output_fired_time: 0.0000000000, propagate_forward_time: 49.1509819031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9064559937
validation[          , genome 18702] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       336.04773, best error:       290.93130 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 708.1927490234s, input_fired_time: 13.1053218842, output_fired_time: 8.7893352509, propagate_forward_time: 245.8723144531, propagate_backward_time: 425.9619140625, weight_update_time: 0.8706609011, other_time: 14.4638671875
epoch time: 52.6756248474s, input_fired_time: 1.3085498810, output_fired_time: 0.0000000000, propagate_forward_time: 49.1609153748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2061576843
validation[          , genome 18702] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       325.80518, best error:       290.93130 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 710.5176391602s, input_fired_time: 12.2049837112, output_fired_time: 12.1217775345, propagate_forward_time: 246.1992950439, propagate_backward_time: 426.6629028320, weight_update_time: 0.5733056068, other_time: 13.3287353516
epoch time: 52.6715126038s, input_fired_time: 1.9014437199, output_fired_time: 0.0000000000, propagate_forward_time: 48.8590049744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9110641479
validation[          , genome 18702] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       322.58463, best error:       290.93130 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 710.0365600586s, input_fired_time: 11.2967453003, output_fired_time: 10.3189535141, propagate_forward_time: 246.6585540771, propagate_backward_time: 429.3779296875, weight_update_time: 1.1843001842, other_time: 12.3843383789
epoch time: 53.4105072021s, input_fired_time: 1.3173432350, output_fired_time: 0.0000000000, propagate_forward_time: 50.1699943542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9231681824
validation[          , genome 18702] predictions:    9883/  10000 (98.83%), best:    9902/10000 (99.02%), error:       344.97452, best error:       290.93130 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 709.5685424805s, input_fired_time: 11.0224590302, output_fired_time: 9.9817724228, propagate_forward_time: 248.8095855713, propagate_backward_time: 426.1607666016, weight_update_time: 0.5722314715, other_time: 13.5939941406
epoch time: 52.7506904602s, input_fired_time: 1.3185544014, output_fired_time: 0.0000000000, propagate_forward_time: 48.9181289673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5140075684
validation[          , genome 18702] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       316.94009, best error:       290.93130 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 710.2399902344s, input_fired_time: 11.5975770950, output_fired_time: 10.0215492249, propagate_forward_time: 247.1693725586, propagate_backward_time: 429.0888061523, weight_update_time: 0.5719792247, other_time: 12.3626708984
epoch time: 53.4424858093s, input_fired_time: 1.3143780231, output_fired_time: 0.0000000000, propagate_forward_time: 49.3165473938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8115615845
validation[          , genome 18702] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       339.74542, best error:       290.93130 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 709.6298217773s, input_fired_time: 12.5114564896, output_fired_time: 9.7012796402, propagate_forward_time: 245.8399810791, propagate_backward_time: 429.4694824219, weight_update_time: 1.1731855869, other_time: 12.1076049805
epoch time: 54.8240776062s, input_fired_time: 1.3344891071, output_fired_time: 0.0000000000, propagate_forward_time: 51.2734451294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2161445618
validation[          , genome 18702] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       305.22250, best error:       290.93130 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 711.3212280273s, input_fired_time: 11.3340005875, output_fired_time: 9.1091547012, propagate_forward_time: 247.4867248535, propagate_backward_time: 431.2824401855, weight_update_time: 0.5732489824, other_time: 12.1089477539
epoch time: 52.9195709229s, input_fired_time: 0.9999862313, output_fired_time: 0.0000000000, propagate_forward_time: 49.4121398926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5074462891
validation[          , genome 18702] predictions:    9894/  10000 (98.94%), best:    9902/10000 (99.02%), error:       342.84338, best error:       290.93130 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 677.4916992188s, input_fired_time: 13.3997735977, output_fired_time: 8.8109617233, propagate_forward_time: 234.3547973633, propagate_backward_time: 408.5299682617, weight_update_time: 0.5724802613, other_time: 12.3961791992
epoch time: 36.6550254822s, input_fired_time: 1.0001863241, output_fired_time: 0.0000000000, propagate_forward_time: 34.0873069763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5675315857
validation[          , genome 18702] predictions:    9889/  10000 (98.89%), best:    9902/10000 (99.02%), error:       353.50525, best error:       290.93130 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 494.9933166504s, input_fired_time: 8.8898944855, output_fired_time: 6.6811351776, propagate_forward_time: 171.4441375732, propagate_backward_time: 299.2182006836, weight_update_time: 0.5729814172, other_time: 8.7599487305
epoch time: 36.6590652466s, input_fired_time: 1.0020799637, output_fired_time: 0.0000000000, propagate_forward_time: 34.0870895386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5698966980
validation[          , genome 18702] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       300.85587, best error:       290.93130 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 494.1517944336s, input_fired_time: 8.8727264404, output_fired_time: 6.6655387878, propagate_forward_time: 171.2330017090, propagate_backward_time: 298.6383666992, weight_update_time: 0.5724671483, other_time: 8.7421569824
epoch time: 36.8309440613s, input_fired_time: 1.0111658573, output_fired_time: 0.0000000000, propagate_forward_time: 34.1974830627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6222953796
validation[          , genome 18702] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       311.22046, best error:       290.93130 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 493.6226806641s, input_fired_time: 8.8460035324, output_fired_time: 6.6579113007, propagate_forward_time: 171.0102539063, propagate_backward_time: 298.4570922852, weight_update_time: 0.5714848042, other_time: 8.6514282227
epoch time: 36.8120079041s, input_fired_time: 1.0109425783, output_fired_time: 0.0000000000, propagate_forward_time: 34.1882629395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6128005981
validation[          , genome 18702] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       321.94745, best error:       290.93130 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 493.9008789063s, input_fired_time: 8.9043731689, output_fired_time: 6.6677966118, propagate_forward_time: 171.0271148682, propagate_backward_time: 298.5090026855, weight_update_time: 0.5711888671, other_time: 8.7926330566
epoch time: 37.1231536865s, input_fired_time: 1.0128300190, output_fired_time: 0.0000000000, propagate_forward_time: 34.5104446411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5998802185
validation[          , genome 18702] predictions:    9896/  10000 (98.96%), best:    9902/10000 (99.02%), error:       316.83752, best error:       290.93130 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 493.9664001465s, input_fired_time: 8.8821725845, output_fired_time: 6.6574616432, propagate_forward_time: 171.0999908447, propagate_backward_time: 298.5703735352, weight_update_time: 0.5718376637, other_time: 8.7564086914
epoch time: 36.8323440552s, input_fired_time: 1.0079500675, output_fired_time: 0.0000000000, propagate_forward_time: 34.2105216980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6138725281
validation[          , genome 18702] predictions:    9907/  10000 (99.07%), best:    9902/10000 (99.02%), error:       324.77420, best error:       290.93130 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 494.4311523438s, input_fired_time: 8.8825902939, output_fired_time: 6.6695384979, propagate_forward_time: 171.2185363770, propagate_backward_time: 298.9353637695, weight_update_time: 0.5710858107, other_time: 8.7251281738
epoch time: 36.8199310303s, input_fired_time: 1.0104588270, output_fired_time: 0.0000000000, propagate_forward_time: 34.1917953491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6176757813
validation[          , genome 18702] predictions:    9905/  10000 (99.05%), best:    9902/10000 (99.02%), error:       303.44708, best error:       290.93130 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 495.0061035156s, input_fired_time: 8.8996009827, output_fired_time: 6.6877603531, propagate_forward_time: 171.5239868164, propagate_backward_time: 299.1229248047, weight_update_time: 0.5730155110, other_time: 8.7718200684
epoch time: 36.8701362610s, input_fired_time: 1.0101873875, output_fired_time: 0.0000000000, propagate_forward_time: 34.2380027771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6219444275
validation[          , genome 18702] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       315.34091, best error:       290.93130 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 494.4411926270s, input_fired_time: 8.9084177017, output_fired_time: 6.6740107536, propagate_forward_time: 171.2008056641, propagate_backward_time: 298.8449096680, weight_update_time: 0.5727850199, other_time: 8.8130493164
epoch time: 36.8184356689s, input_fired_time: 1.0126976967, output_fired_time: 0.0000000000, propagate_forward_time: 34.1858024597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6199340820
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       305.40363, best error:       290.93130 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 494.2445983887s, input_fired_time: 8.8378438950, output_fired_time: 6.6584329605, propagate_forward_time: 171.3459777832, propagate_backward_time: 298.7894287109, weight_update_time: 0.5715316534, other_time: 8.6129150391
epoch time: 36.8074150085s, input_fired_time: 1.0113254786, output_fired_time: 0.0000000000, propagate_forward_time: 34.1859588623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6101303101
validation[          , genome 18702] predictions:    9904/  10000 (99.04%), best:    9902/10000 (99.02%), error:       310.45886, best error:       290.93130 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 681.7092895508s, input_fired_time: 10.8111305237, output_fired_time: 9.4467945099, propagate_forward_time: 237.3845367432, propagate_backward_time: 410.7303771973, weight_update_time: 0.8741487861, other_time: 13.3364562988
epoch time: 53.1758537292s, input_fired_time: 1.3415794373, output_fired_time: 0.0000000000, propagate_forward_time: 49.2963180542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5379562378
validation[          , genome 18702] predictions:    9890/  10000 (98.90%), best:    9902/10000 (99.02%), error:       362.58350, best error:       290.93130 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 714.3070678711s, input_fired_time: 11.3776760101, output_fired_time: 8.8602085114, propagate_forward_time: 248.3310089111, propagate_backward_time: 432.5963134766, weight_update_time: 0.8870132565, other_time: 13.1418457031
epoch time: 52.9556274414s, input_fired_time: 1.9212316275, output_fired_time: 0.0000000000, propagate_forward_time: 49.4127883911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6216087341
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       304.84064, best error:       290.93130 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 712.2427368164s, input_fired_time: 13.8778438568, output_fired_time: 9.9988126755, propagate_forward_time: 244.1276092529, propagate_backward_time: 431.4587402344, weight_update_time: 0.5750262737, other_time: 12.7796630859
epoch time: 52.9295768738s, input_fired_time: 1.0261174440, output_fired_time: 0.0000000000, propagate_forward_time: 48.4681854248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4352722168
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       322.55231, best error:       290.93130 on epoch:    58, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 712.7489624023s, input_fired_time: 13.1488533020, output_fired_time: 8.8119812012, propagate_forward_time: 245.9117889404, propagate_backward_time: 433.0666503906, weight_update_time: 1.1743634939, other_time: 11.8096313477
epoch time: 52.9079627991s, input_fired_time: 1.3185381889, output_fired_time: 0.0000000000, propagate_forward_time: 48.4510917664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1383323669
validation[          , genome 18702] predictions:    9911/  10000 (99.11%), best:    9902/10000 (99.02%), error:       309.12366, best error:       290.93130 on epoch:    58, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 719.2054443359s, input_fired_time: 12.0507545471, output_fired_time: 9.1776266098, propagate_forward_time: 250.4388580322, propagate_backward_time: 435.8501281738, weight_update_time: 0.8947907090, other_time: 11.6880798340
epoch time: 53.5410842896s, input_fired_time: 1.9316064119, output_fired_time: 0.0000000000, propagate_forward_time: 49.3564262390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2530517578
validation[          , genome 18702] predictions:    9911/  10000 (99.11%), best:    9902/10000 (99.02%), error:       308.43912, best error:       290.93130 on epoch:    58, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 726.2783203125s, input_fired_time: 11.5502557755, output_fired_time: 9.8319110870, propagate_forward_time: 255.0836029053, propagate_backward_time: 436.5340270996, weight_update_time: 0.5832028389, other_time: 13.2785339355
epoch time: 54.9573020935s, input_fired_time: 1.6431953907, output_fired_time: 0.0000000000, propagate_forward_time: 51.3266754150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9874305725
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       294.86295, best error:       290.93130 on epoch:    58, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 649.7905273438s, input_fired_time: 10.9273748398, output_fired_time: 9.3515672684, propagate_forward_time: 224.5459136963, propagate_backward_time: 392.8427124023, weight_update_time: 0.5886692405, other_time: 12.1229858398
epoch time: 36.9736480713s, input_fired_time: 1.0254663229, output_fired_time: 0.0000000000, propagate_forward_time: 34.3214645386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6267166138
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       304.04391, best error:       290.93130 on epoch:    58, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 502.5182189941s, input_fired_time: 9.0027027130, output_fired_time: 6.7798595428, propagate_forward_time: 174.7852630615, propagate_backward_time: 302.9550781250, weight_update_time: 0.5810499787, other_time: 8.9953002930
epoch time: 38.0671043396s, input_fired_time: 1.0355263948, output_fired_time: 0.0000000000, propagate_forward_time: 35.3507041931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6808738708
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       301.01031, best error:       290.93130 on epoch:    58, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 504.1060180664s, input_fired_time: 9.0330114365, output_fired_time: 6.8025550842, propagate_forward_time: 175.0641174316, propagate_backward_time: 304.1360778809, weight_update_time: 0.5815171003, other_time: 9.0702514648
epoch time: 38.1623725891s, input_fired_time: 1.0388232470, output_fired_time: 0.0000000000, propagate_forward_time: 35.4155578613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7079925537
validation[          , genome 18702] predictions:    9903/  10000 (99.03%), best:    9902/10000 (99.02%), error:       314.38486, best error:       290.93130 on epoch:    58, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 496.1717224121s, input_fired_time: 8.9032297134, output_fired_time: 6.6869635582, propagate_forward_time: 172.0697326660, propagate_backward_time: 299.8050842285, weight_update_time: 0.5734666586, other_time: 8.7067260742
epoch time: 37.9157028198s, input_fired_time: 1.0353914499, output_fired_time: 0.0000000000, propagate_forward_time: 35.1891098022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6912002563
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       309.13321, best error:       290.93130 on epoch:    58, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 513.8079833984s, input_fired_time: 9.1767883301, output_fired_time: 6.9316864014, propagate_forward_time: 178.9926452637, propagate_backward_time: 309.4175720215, weight_update_time: 0.5871815085, other_time: 9.2893066406
epoch time: 39.5042533875s, input_fired_time: 1.0610201359, output_fired_time: 0.0000000000, propagate_forward_time: 36.7884292603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6548042297
validation[          , genome 18702] predictions:    9906/  10000 (99.06%), best:    9902/10000 (99.02%), error:       301.49985, best error:       290.93130 on epoch:    58, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 515.0573120117s, input_fired_time: 9.1228971481, output_fired_time: 6.9382200241, propagate_forward_time: 179.3770904541, propagate_backward_time: 310.4587707520, weight_update_time: 0.5873876214, other_time: 9.1603088379
epoch time: 41.1428565979s, input_fired_time: 1.0931389332, output_fired_time: 0.0000000000, propagate_forward_time: 38.2147369385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8349800110
validation[          , genome 18702] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       313.45969, best error:       290.93130 on epoch:    58, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 519.5139770508s, input_fired_time: 9.1842517853, output_fired_time: 6.9851684570, propagate_forward_time: 181.7946777344, propagate_backward_time: 312.2640380859, weight_update_time: 0.5907255411, other_time: 9.2858276367
epoch time: 36.9226608276s, input_fired_time: 1.0198709965, output_fired_time: 0.0000000000, propagate_forward_time: 34.2790756226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6237144470
validation[          , genome 18702] predictions:    9892/  10000 (98.92%), best:    9902/10000 (99.02%), error:       321.38416, best error:       290.93130 on epoch:    58, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 532.2638549805s, input_fired_time: 9.3276729584, output_fired_time: 7.1953773499, propagate_forward_time: 187.1005706787, propagate_backward_time: 319.0615234375, weight_update_time: 0.6005229354, other_time: 9.5786743164
epoch time: 38.9301910400s, input_fired_time: 1.0535461903, output_fired_time: 0.0000000000, propagate_forward_time: 36.2113876343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6652565002
validation[          , genome 18702] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       306.97504, best error:       290.93130 on epoch:    58, 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: 196.2118072510s, input_fired_time: 5.2477698326, output_fired_time: 0.0000000000, propagate_forward_time: 182.0761566162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.8878784180
best training[          , genome 18702] predictions:   49979/  50000 (99.96%), best:    9902/10000 (99.02%), error:       215.08871, best error:       290.93130 on epoch:    58, 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: 38.2096786499s, input_fired_time: 1.0171844959, output_fired_time: 0.0000000000, propagate_forward_time: 35.4903182983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7021751404
   testing[          , genome 18702] predictions:    9900/  10000 (99.00%), best:    9902/10000 (99.02%), error:       272.36139, best error:       290.93130 on epoch:    58, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:12:50 (644): called boinc_finish(0)

</stderr_txt>
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