Nameexact_genome_1517574602_52_18248_1
Workunit2990170
Created9 Feb 2018, 3:18:56 UTC
Sent9 Feb 2018, 3:36:47 UTC
Report deadline14 Mar 2018, 2:28:18 UTC
Received10 Feb 2018, 1:05:42 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID72628
Run time17 hours 20 min 10 sec
CPU time17 hours 19 min 59 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size178.60 MB
Peak swap size179.60 MB
Peak disk usage3.88 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
48] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       494.54425, best error:       473.85797 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 563.7365112305s, input_fired_time: 9.7032546997, output_fired_time: 8.4447870255, propagate_forward_time: 225.8537902832, propagate_backward_time: 297.0490417480, weight_update_time: 1.3211866617, other_time: 22.6856689453
epoch time: 51.2694129944s, input_fired_time: 1.4216136932, output_fired_time: 0.0000000000, propagate_forward_time: 45.6486167908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1991844177
validation[          , genome 18248] predictions:    9838/  10000 (98.38%), best:    9859/10000 (98.59%), error:       513.05603, best error:       473.85797 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 564.5189208984s, input_fired_time: 9.9114952087, output_fired_time: 8.5903720856, propagate_forward_time: 226.1920318604, propagate_backward_time: 297.1516418457, weight_update_time: 1.3339281082, other_time: 22.6733703613
epoch time: 51.2408752441s, input_fired_time: 1.4293717146, output_fired_time: 0.0000000000, propagate_forward_time: 45.6450119019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1664924622
validation[          , genome 18248] predictions:    9821/  10000 (98.21%), best:    9859/10000 (98.59%), error:       569.65771, best error:       473.85797 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 563.6594238281s, input_fired_time: 9.7272434235, output_fired_time: 8.4561681747, propagate_forward_time: 225.7983398438, propagate_backward_time: 296.7615661621, weight_update_time: 1.3326550722, other_time: 22.9161071777
epoch time: 51.2426719666s, input_fired_time: 1.4184715748, output_fired_time: 0.0000000000, propagate_forward_time: 45.6829605103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1412391663
validation[          , genome 18248] predictions:    9834/  10000 (98.34%), best:    9859/10000 (98.59%), error:       585.95190, best error:       473.85797 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 564.9520874023s, input_fired_time: 10.0624513626, output_fired_time: 8.5211429596, propagate_forward_time: 226.6677551270, propagate_backward_time: 296.7333068848, weight_update_time: 1.3294719458, other_time: 22.9674682617
epoch time: 51.3025932312s, input_fired_time: 1.4233300686, output_fired_time: 0.0000000000, propagate_forward_time: 45.7150573730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1642074585
validation[          , genome 18248] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       483.90991, best error:       473.85797 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 565.1344604492s, input_fired_time: 9.8691949844, output_fired_time: 8.4823083878, propagate_forward_time: 226.5742187500, propagate_backward_time: 297.1521606445, weight_update_time: 1.3320823908, other_time: 23.0565795898
epoch time: 51.2549934387s, input_fired_time: 1.4281340837, output_fired_time: 0.0000000000, propagate_forward_time: 45.6597709656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1670875549
validation[          , genome 18248] predictions:    9809/  10000 (98.09%), best:    9859/10000 (98.59%), error:       620.34875, best error:       473.85797 on epoch:    12, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 564.0530395508s, input_fired_time: 10.0854568481, output_fired_time: 8.5475654602, propagate_forward_time: 226.6297302246, propagate_backward_time: 296.1172485352, weight_update_time: 1.3234623671, other_time: 22.6730651855
epoch time: 51.2643318176s, input_fired_time: 1.4242851734, output_fired_time: 0.0000000000, propagate_forward_time: 45.6672973633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1727485657
validation[          , genome 18248] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       507.19263, best error:       473.85797 on epoch:    12, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 564.7247314453s, input_fired_time: 9.9317083359, output_fired_time: 8.5941801071, propagate_forward_time: 226.5674438477, propagate_backward_time: 296.7779235840, weight_update_time: 1.3244304657, other_time: 22.8534851074
epoch time: 51.4717559814s, input_fired_time: 1.4432857037, output_fired_time: 0.0000000000, propagate_forward_time: 45.7923393250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2361297607
validation[          , genome 18248] predictions:    9849/  10000 (98.49%), best:    9849/10000 (98.49%), error:       468.16934, best error:       468.16934 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 565.1645507812s, input_fired_time: 9.9841413498, output_fired_time: 8.7700672150, propagate_forward_time: 226.6305389404, propagate_backward_time: 296.9166564941, weight_update_time: 1.3256268501, other_time: 22.8631286621
epoch time: 51.5412330627s, input_fired_time: 1.4655363560, output_fired_time: 0.0000000000, propagate_forward_time: 45.7894210815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2862739563
validation[          , genome 18248] predictions:    9839/  10000 (98.39%), best:    9849/10000 (98.49%), error:       510.34854, best error:       468.16934 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 565.5004882812s, input_fired_time: 10.0045204163, output_fired_time: 8.7585201263, propagate_forward_time: 226.6971740723, propagate_backward_time: 297.0381469727, weight_update_time: 1.3325499296, other_time: 23.0021057129
epoch time: 51.4549217224s, input_fired_time: 1.4491488934, output_fired_time: 0.0000000000, propagate_forward_time: 45.7635116577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2422599792
validation[          , genome 18248] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       456.35397, best error:       456.35397 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 564.7106323242s, input_fired_time: 9.9308919907, output_fired_time: 8.7671489716, propagate_forward_time: 226.4808349609, propagate_backward_time: 296.8671875000, weight_update_time: 1.3339599371, other_time: 22.6645507812
epoch time: 51.3014640808s, input_fired_time: 1.4362514019, output_fired_time: 0.0000000000, propagate_forward_time: 45.7249069214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1403045654
validation[          , genome 18248] predictions:    9859/  10000 (98.59%), best:    9872/10000 (98.72%), error:       465.17319, best error:       456.35397 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 564.6163940430s, input_fired_time: 9.9346303940, output_fired_time: 8.7445650101, propagate_forward_time: 226.5913543701, propagate_backward_time: 296.5906982422, weight_update_time: 1.3232308626, other_time: 22.7551269531
epoch time: 51.4040374756s, input_fired_time: 1.4418342113, output_fired_time: 0.0000000000, propagate_forward_time: 45.7383079529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2238960266
validation[          , genome 18248] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       449.66165, best error:       449.66165 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 564.3802490234s, input_fired_time: 9.8533878326, output_fired_time: 8.8951559067, propagate_forward_time: 226.3687286377, propagate_backward_time: 296.5673828125, weight_update_time: 1.3206665516, other_time: 22.6956176758
epoch time: 51.1110420227s, input_fired_time: 1.4071639776, output_fired_time: 0.0000000000, propagate_forward_time: 45.6913490295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0125274658
validation[          , genome 18248] predictions:    9844/  10000 (98.44%), best:    9868/10000 (98.68%), error:       475.15536, best error:       449.66165 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 562.1368408203s, input_fired_time: 10.1313791275, output_fired_time: 8.2810583115, propagate_forward_time: 226.9834594727, propagate_backward_time: 294.6859436035, weight_update_time: 1.2993363142, other_time: 22.0549621582
epoch time: 51.3195152283s, input_fired_time: 1.4213089943, output_fired_time: 0.0000000000, propagate_forward_time: 45.7201957703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1780090332
validation[          , genome 18248] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       482.05188, best error:       449.66165 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 563.3278808594s, input_fired_time: 9.9085187912, output_fired_time: 8.3085374832, propagate_forward_time: 226.4216003418, propagate_backward_time: 295.3665466309, weight_update_time: 1.3825708628, other_time: 23.3226928711
epoch time: 51.1722564697s, input_fired_time: 1.4086697102, output_fired_time: 0.0000000000, propagate_forward_time: 45.6607627869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1028251648
validation[          , genome 18248] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       448.63599, best error:       448.63599 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 561.6748657227s, input_fired_time: 10.3313226700, output_fired_time: 8.3334579468, propagate_forward_time: 227.1143188477, propagate_backward_time: 294.2202453613, weight_update_time: 1.2916783094, other_time: 21.6755676270
epoch time: 51.2706909180s, input_fired_time: 1.4392985106, output_fired_time: 0.0000000000, propagate_forward_time: 45.6916999817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1396942139
validation[          , genome 18248] predictions:    9847/  10000 (98.47%), best:    9869/10000 (98.69%), error:       538.56091, best error:       448.63599 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 562.9290771484s, input_fired_time: 10.0033740997, output_fired_time: 8.2871246338, propagate_forward_time: 226.5295410156, propagate_backward_time: 294.8039550781, weight_update_time: 1.3430925608, other_time: 23.3051147461
epoch time: 51.1219978333s, input_fired_time: 1.4157084227, output_fired_time: 0.0000000000, propagate_forward_time: 45.6518669128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0544242859
validation[          , genome 18248] predictions:    9862/  10000 (98.62%), best:    9869/10000 (98.69%), error:       450.20187, best error:       448.63599 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 562.6685791016s, input_fired_time: 10.0490884781, output_fired_time: 9.1969194412, propagate_forward_time: 226.9011688232, propagate_backward_time: 294.9500732422, weight_update_time: 1.2882763147, other_time: 21.5713500977
epoch time: 51.2050247192s, input_fired_time: 1.4286910295, output_fired_time: 0.0000000000, propagate_forward_time: 45.6728096008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1035232544
validation[          , genome 18248] predictions:    9846/  10000 (98.46%), best:    9869/10000 (98.69%), error:       463.00137, best error:       448.63599 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 562.4165649414s, input_fired_time: 9.9547500610, output_fired_time: 8.5986356735, propagate_forward_time: 226.4522247314, propagate_backward_time: 294.9745483398, weight_update_time: 1.3247679472, other_time: 22.4364013672
epoch time: 51.0918388367s, input_fired_time: 1.4166563749, output_fired_time: 0.0000000000, propagate_forward_time: 45.6284484863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0467338562
validation[          , genome 18248] predictions:    9857/  10000 (98.57%), best:    9869/10000 (98.69%), error:       454.55905, best error:       448.63599 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 561.6942749023s, input_fired_time: 10.0725278854, output_fired_time: 8.5736064911, propagate_forward_time: 226.6290588379, propagate_backward_time: 294.6167907715, weight_update_time: 1.2964918613, other_time: 21.8023071289
epoch time: 51.2080726624s, input_fired_time: 1.4257265329, output_fired_time: 0.0000000000, propagate_forward_time: 45.6569252014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1254196167
validation[          , genome 18248] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       432.12827, best error:       432.12827 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 562.0228271484s, input_fired_time: 9.9677391052, output_fired_time: 8.4603109360, propagate_forward_time: 226.4918212891, propagate_backward_time: 294.7357482910, weight_update_time: 1.3222941160, other_time: 22.3672180176
epoch time: 51.1520195007s, input_fired_time: 1.4110288620, output_fired_time: 0.0000000000, propagate_forward_time: 45.6579475403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0830421448
validation[          , genome 18248] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       496.25430, best error:       432.12827 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 562.1765747070s, input_fired_time: 10.1529731750, output_fired_time: 8.2621479034, propagate_forward_time: 227.1003570557, propagate_backward_time: 294.1927185059, weight_update_time: 1.3025691509, other_time: 22.4684143066
epoch time: 51.3396339417s, input_fired_time: 1.4404625893, output_fired_time: 0.0000000000, propagate_forward_time: 45.7254142761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1737556458
validation[          , genome 18248] predictions:    9843/  10000 (98.43%), best:    9874/10000 (98.74%), error:       508.77985, best error:       432.12827 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 562.7640380859s, input_fired_time: 10.1096296310, output_fired_time: 8.3955907822, propagate_forward_time: 227.2500152588, propagate_backward_time: 294.5327453613, weight_update_time: 1.3125038147, other_time: 22.4761047363
epoch time: 51.1277961731s, input_fired_time: 1.4142839909, output_fired_time: 0.0000000000, propagate_forward_time: 45.6455154419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0679969788
validation[          , genome 18248] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       478.53174, best error:       432.12827 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 562.3698120117s, input_fired_time: 10.3876285553, output_fired_time: 8.4684028625, propagate_forward_time: 227.2758789062, propagate_backward_time: 293.9688110352, weight_update_time: 1.3065289259, other_time: 22.2691040039
epoch time: 51.4137001038s, input_fired_time: 1.4641089439, output_fired_time: 0.0000000000, propagate_forward_time: 45.7566795349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1929130554
validation[          , genome 18248] predictions:    9847/  10000 (98.47%), best:    9874/10000 (98.74%), error:       508.34415, best error:       432.12827 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 563.7814331055s, input_fired_time: 10.2470045090, output_fired_time: 8.5499801636, propagate_forward_time: 227.1799163818, propagate_backward_time: 294.5688476562, weight_update_time: 1.3413317204, other_time: 23.2356567383
epoch time: 51.5537490845s, input_fired_time: 1.4644482136, output_fired_time: 0.0000000000, propagate_forward_time: 45.7672386169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3220634460
validation[          , genome 18248] predictions:    9861/  10000 (98.61%), best:    9874/10000 (98.74%), error:       451.44873, best error:       432.12827 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 563.8068847656s, input_fired_time: 10.3178348541, output_fired_time: 8.6015357971, propagate_forward_time: 227.5124511719, propagate_backward_time: 294.6722717285, weight_update_time: 1.3075658083, other_time: 22.7027893066
epoch time: 51.5985488892s, input_fired_time: 1.4809130430, output_fired_time: 0.0000000000, propagate_forward_time: 45.9303131104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1873245239
validation[          , genome 18248] predictions:    9850/  10000 (98.50%), best:    9874/10000 (98.74%), error:       526.82343, best error:       432.12827 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 564.3432006836s, input_fired_time: 10.0955667496, output_fired_time: 8.7612867355, propagate_forward_time: 226.8745422363, propagate_backward_time: 295.2923583984, weight_update_time: 1.3355710506, other_time: 23.3194274902
epoch time: 51.8809127808s, input_fired_time: 1.5416176319, output_fired_time: 0.0000000000, propagate_forward_time: 45.9619178772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3773765564
validation[          , genome 18248] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       403.60196, best error:       403.60196 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 565.2185058594s, input_fired_time: 10.1080131531, output_fired_time: 8.9153614044, propagate_forward_time: 227.2264251709, propagate_backward_time: 295.6359558105, weight_update_time: 1.3370435238, other_time: 23.3327331543
epoch time: 51.7957267761s, input_fired_time: 1.5269749165, output_fired_time: 0.0000000000, propagate_forward_time: 45.8950996399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3736534119
validation[          , genome 18248] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       439.43158, best error:       403.60196 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 564.2987060547s, input_fired_time: 10.0809879303, output_fired_time: 8.9750690460, propagate_forward_time: 226.7161102295, propagate_backward_time: 295.1970825195, weight_update_time: 1.3374840021, other_time: 23.3294067383
epoch time: 51.5547142029s, input_fired_time: 1.4626156092, output_fired_time: 0.0000000000, propagate_forward_time: 45.7791290283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3129692078
validation[          , genome 18248] predictions:    9867/  10000 (98.67%), best:    9879/10000 (98.79%), error:       406.21005, best error:       403.60196 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 564.2636718750s, input_fired_time: 10.1013078690, output_fired_time: 8.9249677658, propagate_forward_time: 226.8755035400, propagate_backward_time: 295.0725708008, weight_update_time: 1.3389291763, other_time: 23.2893066406
epoch time: 51.4352722168s, input_fired_time: 1.4692523479, output_fired_time: 0.0000000000, propagate_forward_time: 45.7612915039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2047271729
validation[          , genome 18248] predictions:    9848/  10000 (98.48%), best:    9879/10000 (98.79%), error:       444.46396, best error:       403.60196 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 563.8706054688s, input_fired_time: 10.1189985275, output_fired_time: 8.9231967926, propagate_forward_time: 226.7429656982, propagate_backward_time: 294.9419860840, weight_update_time: 1.3405847549, other_time: 23.1434020996
epoch time: 51.5576515198s, input_fired_time: 1.4770823717, output_fired_time: 0.0000000000, propagate_forward_time: 45.7907714844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2897987366
validation[          , genome 18248] predictions:    9862/  10000 (98.62%), best:    9879/10000 (98.79%), error:       447.64600, best error:       403.60196 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 563.8983764648s, input_fired_time: 10.1263666153, output_fired_time: 8.9328413010, propagate_forward_time: 226.9192657471, propagate_backward_time: 294.8074035645, weight_update_time: 1.3423821926, other_time: 23.1125183105
epoch time: 51.6198921204s, input_fired_time: 1.4973244667, output_fired_time: 0.0000000000, propagate_forward_time: 45.8213958740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3011703491
validation[          , genome 18248] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       393.25827, best error:       393.25827 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 563.6362915039s, input_fired_time: 10.1165285110, output_fired_time: 8.8891534805, propagate_forward_time: 226.7172851562, propagate_backward_time: 294.7227783203, weight_update_time: 1.3348196745, other_time: 23.1905517578
epoch time: 51.4559211731s, input_fired_time: 1.4623432159, output_fired_time: 0.0000000000, propagate_forward_time: 45.7545166016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2390594482
validation[          , genome 18248] predictions:    9859/  10000 (98.59%), best:    9870/10000 (98.70%), error:       452.33862, best error:       393.25827 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 564.5614013672s, input_fired_time: 10.1041593552, output_fired_time: 8.9796028137, propagate_forward_time: 226.7085266113, propagate_backward_time: 295.1316833496, weight_update_time: 1.3382675648, other_time: 23.6373901367
epoch time: 51.5511817932s, input_fired_time: 1.4902125597, output_fired_time: 0.0000000000, propagate_forward_time: 45.8255920410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2353782654
validation[          , genome 18248] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       373.86801, best error:       373.86801 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 563.7091064453s, input_fired_time: 10.1246232986, output_fired_time: 8.9000425339, propagate_forward_time: 226.6652832031, propagate_backward_time: 294.7836914062, weight_update_time: 1.3423386812, other_time: 23.2354736328
epoch time: 51.5837478638s, input_fired_time: 1.4853765965, output_fired_time: 0.0000000000, propagate_forward_time: 45.7873382568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3110313416
validation[          , genome 18248] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       401.90250, best error:       373.86801 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 563.6505126953s, input_fired_time: 10.1351022720, output_fired_time: 8.9318075180, propagate_forward_time: 226.7213745117, propagate_backward_time: 294.4966735840, weight_update_time: 1.3327687979, other_time: 23.3655090332
epoch time: 51.5460433960s, input_fired_time: 1.4757033587, output_fired_time: 0.0000000000, propagate_forward_time: 45.8297080994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2406311035
validation[          , genome 18248] predictions:    9863/  10000 (98.63%), best:    9892/10000 (98.92%), error:       441.32181, best error:       373.86801 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 563.9547729492s, input_fired_time: 10.1120100021, output_fired_time: 8.9329137802, propagate_forward_time: 226.7293853760, propagate_backward_time: 294.8133239746, weight_update_time: 1.3355860710, other_time: 23.3671569824
epoch time: 51.4378967285s, input_fired_time: 1.4726924896, output_fired_time: 0.0000000000, propagate_forward_time: 45.7564620972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2087402344
validation[          , genome 18248] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       431.99103, best error:       373.86801 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 563.2509765625s, input_fired_time: 10.1150693893, output_fired_time: 8.9434318542, propagate_forward_time: 226.6127166748, propagate_backward_time: 294.3621215820, weight_update_time: 1.3382366896, other_time: 23.2176513672
epoch time: 51.6430091858s, input_fired_time: 1.4699256420, output_fired_time: 0.0000000000, propagate_forward_time: 45.8851127625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2879714966
validation[          , genome 18248] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       343.39310, best error:       343.39310 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 563.0939941406s, input_fired_time: 10.1206808090, output_fired_time: 8.8774547577, propagate_forward_time: 226.6497802734, propagate_backward_time: 294.3053894043, weight_update_time: 1.3387633562, other_time: 23.1407165527
epoch time: 51.5522689819s, input_fired_time: 1.4754872322, output_fired_time: 0.0000000000, propagate_forward_time: 45.7494697571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3273124695
validation[          , genome 18248] predictions:    9893/  10000 (98.93%), best:    9886/10000 (98.86%), error:       386.21478, best error:       343.39310 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 563.5040893555s, input_fired_time: 10.0589027405, output_fired_time: 9.0417404175, propagate_forward_time: 226.5709228516, propagate_backward_time: 294.5135192871, weight_update_time: 1.3331875801, other_time: 23.3190002441
epoch time: 51.4289398193s, input_fired_time: 1.4677439928, output_fired_time: 0.0000000000, propagate_forward_time: 45.7401504517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2210464478
validation[          , genome 18248] predictions:    9888/  10000 (98.88%), best:    9886/10000 (98.86%), error:       366.17993, best error:       343.39310 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 562.8172607422s, input_fired_time: 10.1034421921, output_fired_time: 8.9413461685, propagate_forward_time: 226.5917510986, propagate_backward_time: 293.8719787598, weight_update_time: 1.3424488306, other_time: 23.3087463379
epoch time: 51.4376335144s, input_fired_time: 1.4701418877, output_fired_time: 0.0000000000, propagate_forward_time: 45.7595138550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2079772949
validation[          , genome 18248] predictions:    9891/  10000 (98.91%), best:    9886/10000 (98.86%), error:       361.17480, best error:       343.39310 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 562.8554077148s, input_fired_time: 10.0860490799, output_fired_time: 8.9398946762, propagate_forward_time: 226.5835723877, propagate_backward_time: 293.9664306641, weight_update_time: 1.3451739550, other_time: 23.2794799805
epoch time: 51.5556488037s, input_fired_time: 1.4661933184, output_fired_time: 0.0000000000, propagate_forward_time: 45.7456283569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3438262939
validation[          , genome 18248] predictions:    9885/  10000 (98.85%), best:    9886/10000 (98.86%), error:       379.09814, best error:       343.39310 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 562.9002075195s, input_fired_time: 10.0877466202, output_fired_time: 8.9582490921, propagate_forward_time: 226.5600280762, propagate_backward_time: 294.0029296875, weight_update_time: 1.3405671120, other_time: 23.2912292480
epoch time: 51.5395164490s, input_fired_time: 1.4755662680, output_fired_time: 0.0000000000, propagate_forward_time: 45.7605285645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3034210205
validation[          , genome 18248] predictions:    9888/  10000 (98.88%), best:    9886/10000 (98.86%), error:       356.20096, best error:       343.39310 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 562.4400634766s, input_fired_time: 10.1031837463, output_fired_time: 8.8990163803, propagate_forward_time: 226.5729827881, propagate_backward_time: 293.7816162109, weight_update_time: 1.3395652771, other_time: 23.0832519531
epoch time: 51.5969924927s, input_fired_time: 1.4904942513, output_fired_time: 0.0000000000, propagate_forward_time: 45.7849273682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3215713501
validation[          , genome 18248] predictions:    9895/  10000 (98.95%), best:    9886/10000 (98.86%), error:       359.96671, best error:       343.39310 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 562.3562622070s, input_fired_time: 10.1015510559, output_fired_time: 8.8907384872, propagate_forward_time: 226.5880889893, propagate_backward_time: 293.7540588379, weight_update_time: 1.3383694887, other_time: 23.0218200684
epoch time: 51.4812431335s, input_fired_time: 1.4757466316, output_fired_time: 0.0000000000, propagate_forward_time: 45.7521705627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2533264160
validation[          , genome 18248] predictions:    9897/  10000 (98.97%), best:    9886/10000 (98.86%), error:       352.89062, best error:       343.39310 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 562.2004394531s, input_fired_time: 10.1328105927, output_fired_time: 8.9104709625, propagate_forward_time: 226.6148529053, propagate_backward_time: 293.4905700684, weight_update_time: 1.3336640596, other_time: 23.0517272949
epoch time: 51.6671752930s, input_fired_time: 1.5179539919, output_fired_time: 0.0000000000, propagate_forward_time: 45.8694114685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2798080444
validation[          , genome 18248] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       335.58710, best error:       335.58710 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 563.0034790039s, input_fired_time: 10.0904855728, output_fired_time: 8.9484081268, propagate_forward_time: 226.5664520264, propagate_backward_time: 294.1241760254, weight_update_time: 1.3365943432, other_time: 23.2738952637
epoch time: 52.0125045776s, input_fired_time: 1.5779641867, output_fired_time: 0.0000000000, propagate_forward_time: 45.9682083130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4663314819
validation[          , genome 18248] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       346.60941, best error:       335.58710 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 562.9705810547s, input_fired_time: 10.0906248093, output_fired_time: 8.9755144119, propagate_forward_time: 226.5722351074, propagate_backward_time: 293.9154663086, weight_update_time: 1.3391915560, other_time: 23.4167175293
epoch time: 51.7669906616s, input_fired_time: 1.5536602736, output_fired_time: 0.0000000000, propagate_forward_time: 45.9101295471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3031997681
validation[          , genome 18248] predictions:    9890/  10000 (98.90%), best:    9892/10000 (98.92%), error:       342.70316, best error:       335.58710 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 562.9868164062s, input_fired_time: 10.1534919739, output_fired_time: 8.9542770386, propagate_forward_time: 226.7076110840, propagate_backward_time: 293.8757934570, weight_update_time: 1.3473873138, other_time: 23.2956237793
epoch time: 51.4244880676s, input_fired_time: 1.4813151360, output_fired_time: 0.0000000000, propagate_forward_time: 45.7597579956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1834144592
validation[          , genome 18248] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       365.89935, best error:       335.58710 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 562.2241210938s, input_fired_time: 10.1091623306, output_fired_time: 8.9256763458, propagate_forward_time: 226.5988769531, propagate_backward_time: 293.4589843750, weight_update_time: 1.3333480358, other_time: 23.1314086914
epoch time: 51.4136772156s, input_fired_time: 1.4685887098, output_fired_time: 0.0000000000, propagate_forward_time: 45.7362518311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2088356018
validation[          , genome 18248] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       357.94751, best error:       335.58710 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 562.4482421875s, input_fired_time: 10.1282444000, output_fired_time: 8.9134140015, propagate_forward_time: 226.6083831787, propagate_backward_time: 293.4024963379, weight_update_time: 1.3368606567, other_time: 23.3957214355
epoch time: 51.4473533630s, input_fired_time: 1.4718024731, output_fired_time: 0.0000000000, propagate_forward_time: 45.7406768799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2348747253
validation[          , genome 18248] predictions:    9895/  10000 (98.95%), best:    9892/10000 (98.92%), error:       390.84924, best error:       335.58710 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 562.4469604492s, input_fired_time: 10.1559305191, output_fired_time: 8.8981866837, propagate_forward_time: 226.6684570312, propagate_backward_time: 293.4762573242, weight_update_time: 1.3364522457, other_time: 23.2481079102
epoch time: 51.3569831848s, input_fired_time: 1.4695400000, output_fired_time: 0.0000000000, propagate_forward_time: 45.7383232117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1491203308
validation[          , genome 18248] predictions:    9884/  10000 (98.84%), best:    9892/10000 (98.92%), error:       387.38159, best error:       335.58710 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 562.3900146484s, input_fired_time: 10.1024961472, output_fired_time: 8.9340438843, propagate_forward_time: 226.5731353760, propagate_backward_time: 293.5037231445, weight_update_time: 1.3388634920, other_time: 23.2766723633
epoch time: 51.4501800537s, input_fired_time: 1.4690128565, output_fired_time: 0.0000000000, propagate_forward_time: 45.7482109070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2329559326
validation[          , genome 18248] predictions:    9889/  10000 (98.89%), best:    9892/10000 (98.92%), error:       342.90793, best error:       335.58710 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 562.4962768555s, input_fired_time: 10.0981159210, output_fired_time: 8.8990287781, propagate_forward_time: 226.5811767578, propagate_backward_time: 293.6399230957, weight_update_time: 1.3436605930, other_time: 23.2779846191
epoch time: 51.4845924377s, input_fired_time: 1.4732503891, output_fired_time: 0.0000000000, propagate_forward_time: 45.7622680664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2490730286
validation[          , genome 18248] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       375.68918, best error:       335.58710 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 562.1975708008s, input_fired_time: 10.1238498688, output_fired_time: 8.9464168549, propagate_forward_time: 226.6013488770, propagate_backward_time: 293.4024353027, weight_update_time: 1.3389025927, other_time: 23.1235351562
epoch time: 51.5173492432s, input_fired_time: 1.4804725647, output_fired_time: 0.0000000000, propagate_forward_time: 45.7664947510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2703819275
validation[          , genome 18248] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       385.09906, best error:       335.58710 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 562.0463867188s, input_fired_time: 10.1230640411, output_fired_time: 8.8901853561, propagate_forward_time: 226.6577148438, propagate_backward_time: 293.3281860352, weight_update_time: 1.3321357965, other_time: 23.0472412109
epoch time: 51.6423606873s, input_fired_time: 1.4846816063, output_fired_time: 0.0000000000, propagate_forward_time: 45.8120231628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3456573486
validation[          , genome 18248] predictions:    9899/  10000 (98.99%), best:    9892/10000 (98.92%), error:       337.58105, best error:       335.58710 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 562.3660888672s, input_fired_time: 10.1051454544, output_fired_time: 8.9245758057, propagate_forward_time: 226.6516265869, propagate_backward_time: 293.4165649414, weight_update_time: 1.3412022591, other_time: 23.2681884766
epoch time: 51.4553909302s, input_fired_time: 1.4712570906, output_fired_time: 0.0000000000, propagate_forward_time: 45.7457656860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2383689880
validation[          , genome 18248] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       377.73709, best error:       335.58710 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 562.2354736328s, input_fired_time: 10.1053476334, output_fired_time: 8.9426040649, propagate_forward_time: 226.5930175781, propagate_backward_time: 293.2873840332, weight_update_time: 1.3412206173, other_time: 23.3070983887
epoch time: 51.4786643982s, input_fired_time: 1.4728776217, output_fired_time: 0.0000000000, propagate_forward_time: 45.7352752686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2705116272
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9892/10000 (98.92%), error:       339.25189, best error:       335.58710 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 561.9604492188s, input_fired_time: 10.1233339310, output_fired_time: 8.8685064316, propagate_forward_time: 226.6732177734, propagate_backward_time: 293.2842407227, weight_update_time: 1.3355062008, other_time: 23.0111083984
epoch time: 51.4836006165s, input_fired_time: 1.4671467543, output_fired_time: 0.0000000000, propagate_forward_time: 45.7598991394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2565536499
validation[          , genome 18248] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       353.53564, best error:       335.58710 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 562.3873901367s, input_fired_time: 10.1516151428, output_fired_time: 8.9364213943, propagate_forward_time: 226.7685241699, propagate_backward_time: 293.3454895020, weight_update_time: 1.3371927738, other_time: 23.1853637695
epoch time: 51.4407882690s, input_fired_time: 1.4685418606, output_fired_time: 0.0000000000, propagate_forward_time: 45.7705039978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2017440796
validation[          , genome 18248] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       359.03482, best error:       335.58710 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 562.4462280273s, input_fired_time: 10.1203727722, output_fired_time: 8.9628982544, propagate_forward_time: 226.7587280273, propagate_backward_time: 293.2487182617, weight_update_time: 1.3431195021, other_time: 23.3555297852
epoch time: 51.6868057251s, input_fired_time: 1.4897347689, output_fired_time: 0.0000000000, propagate_forward_time: 45.7966003418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4004707336
validation[          , genome 18248] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       344.84207, best error:       335.58710 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 562.0502319336s, input_fired_time: 10.1455984116, output_fired_time: 8.8540811539, propagate_forward_time: 226.7804718018, propagate_backward_time: 293.1482543945, weight_update_time: 1.3370126486, other_time: 23.1218872070
epoch time: 51.5580978394s, input_fired_time: 1.4848102331, output_fired_time: 0.0000000000, propagate_forward_time: 45.7939224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2793655396
validation[          , genome 18248] predictions:    9904/  10000 (99.04%), best:    9892/10000 (98.92%), error:       338.61859, best error:       335.58710 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 562.1474609375s, input_fired_time: 10.1513900757, output_fired_time: 8.9325695038, propagate_forward_time: 226.7933654785, propagate_backward_time: 293.1478271484, weight_update_time: 1.3321535587, other_time: 23.1223449707
epoch time: 51.5113296509s, input_fired_time: 1.4780746698, output_fired_time: 0.0000000000, propagate_forward_time: 45.7907447815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2425117493
validation[          , genome 18248] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       352.16199, best error:       335.58710 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 562.3112792969s, input_fired_time: 10.1193637848, output_fired_time: 8.9504222870, propagate_forward_time: 226.7445983887, propagate_backward_time: 293.2498779297, weight_update_time: 1.3409905434, other_time: 23.2469787598
epoch time: 51.5541000366s, input_fired_time: 1.4636293650, output_fired_time: 0.0000000000, propagate_forward_time: 45.7819671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3085021973
validation[          , genome 18248] predictions:    9896/  10000 (98.96%), best:    9892/10000 (98.92%), error:       337.36011, best error:       335.58710 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 562.6332397461s, input_fired_time: 10.1636381149, output_fired_time: 8.9496746063, propagate_forward_time: 226.9668426514, propagate_backward_time: 293.3341979980, weight_update_time: 1.3340017796, other_time: 23.2189025879
epoch time: 51.4709625244s, input_fired_time: 1.4736276865, output_fired_time: 0.0000000000, propagate_forward_time: 45.7663764954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2309570312
validation[          , genome 18248] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       352.64471, best error:       335.58710 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 562.5433349609s, input_fired_time: 10.1263647079, output_fired_time: 8.9417648315, propagate_forward_time: 226.8189239502, propagate_backward_time: 293.4481811523, weight_update_time: 1.3422629833, other_time: 23.2081298828
epoch time: 51.6356964111s, input_fired_time: 1.5055421591, output_fired_time: 0.0000000000, propagate_forward_time: 45.8626594543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2674942017
validation[          , genome 18248] predictions:    9894/  10000 (98.94%), best:    9892/10000 (98.92%), error:       361.46011, best error:       335.58710 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 562.4459838867s, input_fired_time: 10.1065044403, output_fired_time: 8.9452095032, propagate_forward_time: 226.8615264893, propagate_backward_time: 293.2700500488, weight_update_time: 1.3380444050, other_time: 23.2627258301
epoch time: 51.9798164368s, input_fired_time: 1.5815660954, output_fired_time: 0.0000000000, propagate_forward_time: 45.9993438721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3989067078
validation[          , genome 18248] predictions:    9898/  10000 (98.98%), best:    9892/10000 (98.92%), error:       369.56116, best error:       335.58710 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 562.0233154297s, input_fired_time: 10.0899868011, output_fired_time: 8.9060811996, propagate_forward_time: 226.7479095459, propagate_backward_time: 293.1994628906, weight_update_time: 1.3365305662, other_time: 23.0798950195
epoch time: 51.7672920227s, input_fired_time: 1.5384917259, output_fired_time: 0.0000000000, propagate_forward_time: 45.9000129700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3287887573
validation[          , genome 18248] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       335.23462, best error:       335.23462 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 562.8936157227s, input_fired_time: 10.2016544342, output_fired_time: 9.0099058151, propagate_forward_time: 226.8447875977, propagate_backward_time: 293.3274841309, weight_update_time: 1.3414689302, other_time: 23.5097961426
epoch time: 51.4852333069s, input_fired_time: 1.4620250463, output_fired_time: 0.0000000000, propagate_forward_time: 45.7368507385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2863578796
validation[          , genome 18248] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       321.97366, best error:       321.97366 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 561.2492065430s, input_fired_time: 10.0554475784, output_fired_time: 8.8116502762, propagate_forward_time: 226.5373077393, propagate_backward_time: 292.8837585449, weight_update_time: 1.3293963671, other_time: 22.9610900879
epoch time: 51.3493995667s, input_fired_time: 1.4643013477, output_fired_time: 0.0000000000, propagate_forward_time: 45.7512054443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1338920593
validation[          , genome 18248] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       346.36346, best error:       321.97366 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 561.6763305664s, input_fired_time: 10.0308904648, output_fired_time: 8.8553485870, propagate_forward_time: 226.5838470459, propagate_backward_time: 293.1483459473, weight_update_time: 1.3352129459, other_time: 23.0578918457
epoch time: 51.4148826599s, input_fired_time: 1.4689486027, output_fired_time: 0.0000000000, propagate_forward_time: 45.7598304749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1861038208
validation[          , genome 18248] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       337.31717, best error:       321.97366 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 561.3012084961s, input_fired_time: 10.0696849823, output_fired_time: 8.8140296936, propagate_forward_time: 226.6108398438, propagate_backward_time: 292.9178771973, weight_update_time: 1.3310555220, other_time: 22.8887634277
epoch time: 51.4202194214s, input_fired_time: 1.4628716707, output_fired_time: 0.0000000000, propagate_forward_time: 45.8067398071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1506080627
validation[          , genome 18248] predictions:    9907/  10000 (99.07%), best:    9905/10000 (99.05%), error:       328.96576, best error:       321.97366 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 561.6016235352s, input_fired_time: 10.0609645844, output_fired_time: 8.8287658691, propagate_forward_time: 226.6687011719, propagate_backward_time: 293.1436157227, weight_update_time: 1.3295081854, other_time: 22.8995971680
epoch time: 51.3865470886s, input_fired_time: 1.4543812275, output_fired_time: 0.0000000000, propagate_forward_time: 45.7414245605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1907424927
validation[          , genome 18248] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       344.56686, best error:       321.97366 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 561.3999023438s, input_fired_time: 10.0378599167, output_fired_time: 8.7938499451, propagate_forward_time: 226.5826416016, propagate_backward_time: 292.9656677246, weight_update_time: 1.3362219334, other_time: 23.0199279785
epoch time: 51.3528404236s, input_fired_time: 1.4584008455, output_fired_time: 0.0000000000, propagate_forward_time: 45.7484245300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1460151672
validation[          , genome 18248] predictions:    9896/  10000 (98.96%), best:    9905/10000 (99.05%), error:       338.83780, best error:       321.97366 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 561.1998291016s, input_fired_time: 10.0043430328, output_fired_time: 8.7821512222, propagate_forward_time: 226.5266876221, propagate_backward_time: 292.8712158203, weight_update_time: 1.3352416754, other_time: 23.0154418945
epoch time: 51.3251495361s, input_fired_time: 1.4527864456, output_fired_time: 0.0000000000, propagate_forward_time: 45.7198371887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1525268555
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       325.50705, best error:       321.97366 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 560.1307373047s, input_fired_time: 9.9547643661, output_fired_time: 8.5667409897, propagate_forward_time: 226.3584289551, propagate_backward_time: 292.4009399414, weight_update_time: 1.3297107220, other_time: 22.8498840332
epoch time: 51.2117919922s, input_fired_time: 1.4371849298, output_fired_time: 0.0000000000, propagate_forward_time: 45.6943511963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0802574158
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       338.26608, best error:       321.97366 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 559.5691528320s, input_fired_time: 9.8577861786, output_fired_time: 8.4919328690, propagate_forward_time: 226.1623077393, propagate_backward_time: 292.3382873535, weight_update_time: 1.3214315176, other_time: 22.7188415527
epoch time: 51.2856140137s, input_fired_time: 1.4419552088, output_fired_time: 0.0000000000, propagate_forward_time: 45.6682128906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1754455566
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       333.68668, best error:       321.97366 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 559.3350830078s, input_fired_time: 9.7770833969, output_fired_time: 8.5051927567, propagate_forward_time: 225.8248138428, propagate_backward_time: 292.3108215332, weight_update_time: 1.3282855749, other_time: 22.9171447754
epoch time: 51.3131141663s, input_fired_time: 1.4535136223, output_fired_time: 0.0000000000, propagate_forward_time: 45.6879501343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1716499329
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       338.27328, best error:       321.97366 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 559.1813964844s, input_fired_time: 9.8127880096, output_fired_time: 8.4551343918, propagate_forward_time: 226.0011138916, propagate_backward_time: 292.1097412109, weight_update_time: 1.3242521286, other_time: 22.8026123047
epoch time: 51.2614173889s, input_fired_time: 1.4403547049, output_fired_time: 0.0000000000, propagate_forward_time: 45.7105293274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1105346680
validation[          , genome 18248] predictions:    9909/  10000 (99.09%), best:    9905/10000 (99.05%), error:       330.94385, best error:       321.97366 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 559.4864501953s, input_fired_time: 9.8088331223, output_fired_time: 8.5671205521, propagate_forward_time: 225.8764953613, propagate_backward_time: 292.5783386230, weight_update_time: 1.3236883879, other_time: 22.6556396484
epoch time: 51.2688407898s, input_fired_time: 1.4421672821, output_fired_time: 0.0000000000, propagate_forward_time: 45.6819610596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1447143555
validation[          , genome 18248] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       342.37244, best error:       321.97366 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 559.5729370117s, input_fired_time: 9.8544120789, output_fired_time: 8.4970703125, propagate_forward_time: 226.1504516602, propagate_backward_time: 292.2810363770, weight_update_time: 1.3245873451, other_time: 22.7899475098
epoch time: 51.2665977478s, input_fired_time: 1.4407860041, output_fired_time: 0.0000000000, propagate_forward_time: 45.6841583252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1416549683
validation[          , genome 18248] predictions:    9900/  10000 (99.00%), best:    9905/10000 (99.05%), error:       328.26999, best error:       321.97366 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 559.7826538086s, input_fired_time: 9.8825922012, output_fired_time: 8.5148277283, propagate_forward_time: 226.1432952881, propagate_backward_time: 292.4302062988, weight_update_time: 1.3327174187, other_time: 22.8117370605
epoch time: 51.3197937012s, input_fired_time: 1.4464358091, output_fired_time: 0.0000000000, propagate_forward_time: 45.7046737671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1686859131
validation[          , genome 18248] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       333.50366, best error:       321.97366 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 559.3984985352s, input_fired_time: 9.8039588928, output_fired_time: 8.5065975189, propagate_forward_time: 226.0168609619, propagate_backward_time: 292.3249511719, weight_update_time: 1.3188927174, other_time: 22.7461547852
epoch time: 51.2924995422s, input_fired_time: 1.4444744587, output_fired_time: 0.0000000000, propagate_forward_time: 45.7105026245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1375236511
validation[          , genome 18248] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       330.34467, best error:       321.97366 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 560.7807617188s, input_fired_time: 10.0023460388, output_fired_time: 8.6519317627, propagate_forward_time: 226.5623168945, propagate_backward_time: 292.5384826660, weight_update_time: 1.3331795931, other_time: 23.0257263184
epoch time: 51.3670997620s, input_fired_time: 1.4447922707, output_fired_time: 0.0000000000, propagate_forward_time: 45.7287712097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1935348511
validation[          , genome 18248] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       328.64587, best error:       321.97366 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 560.0617065430s, input_fired_time: 9.8854742050, output_fired_time: 8.6071949005, propagate_forward_time: 226.1956787109, propagate_backward_time: 292.7090148926, weight_update_time: 1.3238166571, other_time: 22.6643371582
epoch time: 51.5071945190s, input_fired_time: 1.4673660994, output_fired_time: 0.0000000000, propagate_forward_time: 45.7601013184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2797279358
validation[          , genome 18248] predictions:    9904/  10000 (99.04%), best:    9905/10000 (99.05%), error:       332.20734, best error:       321.97366 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 561.0662231445s, input_fired_time: 10.0796813965, output_fired_time: 8.7368812561, propagate_forward_time: 226.6926727295, propagate_backward_time: 292.6682128906, weight_update_time: 1.3304768801, other_time: 22.8887939453
epoch time: 51.5349731445s, input_fired_time: 1.4710823298, output_fired_time: 0.0000000000, propagate_forward_time: 45.7868194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2770729065
validation[          , genome 18248] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       342.34961, best error:       321.97366 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 560.7858886719s, input_fired_time: 9.9456138611, output_fired_time: 8.6214370728, propagate_forward_time: 226.4444274902, propagate_backward_time: 292.6646728516, weight_update_time: 1.3310239315, other_time: 23.1097106934
epoch time: 51.4548873901s, input_fired_time: 1.4684913158, output_fired_time: 0.0000000000, propagate_forward_time: 45.8244781494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.1619186401
validation[          , genome 18248] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       326.26303, best error:       321.97366 on epoch:    82, 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: 257.5647583008s, input_fired_time: 7.3745565414, output_fired_time: 0.0000000000, propagate_forward_time: 229.0288696289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 21.1613311768
best training[          , genome 18248] predictions:   50000/  50000 (100.00%), best:    9905/10000 (99.05%), error:        71.55633, best error:       321.97366 on epoch:    82, 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: 51.4390144348s, input_fired_time: 1.4493410587, output_fired_time: 0.0000000000, propagate_forward_time: 45.7467346191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.2429389954
   testing[          , genome 18248] predictions:    9898/  10000 (98.98%), best:    9905/10000 (99.05%), error:       374.45947, best error:       321.97366 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:41:07 (23353): called boinc_finish(0)

</stderr_txt>
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