Nameexact_genome_1512568488_44_7003_0
Workunit2606371
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:25:34 UTC
Report deadline18 Dec 2017, 18:08:09 UTC
Received8 Dec 2017, 9:25:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 59 min 34 sec
CPU time2 hours 59 min 29 sec
Validate stateValid
Credit2,694.89
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.44 MB
Peak swap size153.70 MB
Peak disk usage1.24 MB

Stderr output

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

epoch time: 99.3364486694s, input_fired_time: 1.2148081064, output_fired_time: 0.7520053387, propagate_forward_time: 37.5919075012, propagate_backward_time: 57.6420669556, weight_update_time: 0.0849064291, other_time: 2.1356620789
epoch time: 8.4190263748s, input_fired_time: 0.1314461380, output_fired_time: 0.0000000000, propagate_forward_time: 7.8994050026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3881754875
validation[          , genome  7003] predictions:    9729/  10000 (97.29%), best:    9743/10000 (97.43%), error:       943.02795, best error:       909.34308 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 97.7609558105s, input_fired_time: 1.1978710890, output_fired_time: 0.7535458803, propagate_forward_time: 36.8818473816, propagate_backward_time: 56.7934455872, weight_update_time: 0.0836548135, other_time: 2.1342468262
epoch time: 8.0624847412s, input_fired_time: 0.1261069328, output_fired_time: 0.0000000000, propagate_forward_time: 7.5536561012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827219009
validation[          , genome  7003] predictions:    9735/  10000 (97.35%), best:    9743/10000 (97.43%), error:       929.13501, best error:       909.34308 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 98.0192642212s, input_fired_time: 1.1985542774, output_fired_time: 0.7428043485, propagate_forward_time: 37.0790100098, propagate_backward_time: 56.9339790344, weight_update_time: 0.0841740072, other_time: 2.0649147034
epoch time: 7.6852889061s, input_fired_time: 0.1212629825, output_fired_time: 0.0000000000, propagate_forward_time: 7.2177071571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463187218
validation[          , genome  7003] predictions:    9630/  10000 (96.30%), best:    9743/10000 (97.43%), error:      1165.85010, best error:       909.34308 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 95.8171768188s, input_fired_time: 1.1898200512, output_fired_time: 0.7272906899, propagate_forward_time: 36.1832809448, propagate_backward_time: 55.6217002869, weight_update_time: 0.0882344395, other_time: 2.0950889587
epoch time: 7.7537493706s, input_fired_time: 0.1293965280, output_fired_time: 0.0000000000, propagate_forward_time: 7.2535171509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708357811
validation[          , genome  7003] predictions:    9699/  10000 (96.99%), best:    9743/10000 (97.43%), error:      1011.05719, best error:       909.34308 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.4296035767s, input_fired_time: 1.1899069548, output_fired_time: 0.7305471897, propagate_forward_time: 36.5304489136, propagate_backward_time: 55.9041557312, weight_update_time: 0.0870403796, other_time: 2.0745506287
epoch time: 7.6480731964s, input_fired_time: 0.1239649132, output_fired_time: 0.0000000000, propagate_forward_time: 7.1692547798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548536301
validation[          , genome  7003] predictions:    9740/  10000 (97.40%), best:    9743/10000 (97.43%), error:       918.03564, best error:       909.34308 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 96.2690353394s, input_fired_time: 1.1769038439, output_fired_time: 0.7315372229, propagate_forward_time: 36.4480781555, propagate_backward_time: 55.9054069519, weight_update_time: 0.0829296112, other_time: 2.0071105957
epoch time: 8.2081785202s, input_fired_time: 0.1345709860, output_fired_time: 0.0000000000, propagate_forward_time: 7.6868238449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867835999
validation[          , genome  7003] predictions:    9711/  10000 (97.11%), best:    9743/10000 (97.43%), error:       969.04547, best error:       909.34308 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 97.5074691772s, input_fired_time: 1.2076755762, output_fired_time: 0.7433285117, propagate_forward_time: 36.8123970032, propagate_backward_time: 56.5939941406, weight_update_time: 0.0866931528, other_time: 2.1500740051
epoch time: 7.7015018463s, input_fired_time: 0.1218661144, output_fired_time: 0.0000000000, propagate_forward_time: 7.2274370193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3521986008
validation[          , genome  7003] predictions:    9714/  10000 (97.14%), best:    9743/10000 (97.43%), error:       956.50482, best error:       909.34308 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 96.0198822021s, input_fired_time: 1.1768480539, output_fired_time: 0.7419426441, propagate_forward_time: 36.3352851868, propagate_backward_time: 55.7442512512, weight_update_time: 0.0820756704, other_time: 2.0215530396
epoch time: 7.6641764641s, input_fired_time: 0.1219554245, output_fired_time: 0.0000000000, propagate_forward_time: 7.1877007484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3545203209
validation[          , genome  7003] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       902.92279, best error:       902.92279 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 96.9619903564s, input_fired_time: 1.1836781502, output_fired_time: 0.7423922420, propagate_forward_time: 36.7266540527, propagate_backward_time: 56.2933883667, weight_update_time: 0.0827051103, other_time: 2.0158767700
epoch time: 7.9042420387s, input_fired_time: 0.1251976490, output_fired_time: 0.0000000000, propagate_forward_time: 7.4211993217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578448296
validation[          , genome  7003] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:      1016.40051, best error:       902.92279 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 97.1188278198s, input_fired_time: 1.1812256575, output_fired_time: 0.7476617694, propagate_forward_time: 36.7202262878, propagate_backward_time: 56.4520454407, weight_update_time: 0.0831005573, other_time: 2.0176620483
epoch time: 7.8200960159s, input_fired_time: 0.1228331998, output_fired_time: 0.0000000000, propagate_forward_time: 7.3440313339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3532314301
validation[          , genome  7003] predictions:    9728/  10000 (97.28%), best:    9726/10000 (97.26%), error:       957.57684, best error:       902.92279 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 96.9875030518s, input_fired_time: 1.1809383631, output_fired_time: 0.7420530319, propagate_forward_time: 36.6714401245, propagate_backward_time: 56.3907241821, weight_update_time: 0.0822725445, other_time: 2.0023498535
epoch time: 7.6957926750s, input_fired_time: 0.1212097779, output_fired_time: 0.0000000000, propagate_forward_time: 7.2250351906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3495478630
validation[          , genome  7003] predictions:    9730/  10000 (97.30%), best:    9726/10000 (97.26%), error:       935.07538, best error:       902.92279 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 95.7850189209s, input_fired_time: 1.1721315384, output_fired_time: 0.7262493372, propagate_forward_time: 36.2298355103, propagate_backward_time: 55.6677703857, weight_update_time: 0.0818525031, other_time: 1.9890289307
epoch time: 7.6869869232s, input_fired_time: 0.1215616614, output_fired_time: 0.0000000000, propagate_forward_time: 7.2136683464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517570496
validation[          , genome  7003] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       823.18433, best error:       823.18433 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 99.9621124268s, input_fired_time: 1.2125823498, output_fired_time: 0.7562082410, propagate_forward_time: 37.8213882446, propagate_backward_time: 58.0767860413, weight_update_time: 0.0846577659, other_time: 2.0951423645
epoch time: 7.9707527161s, input_fired_time: 0.1259207875, output_fired_time: 0.0000000000, propagate_forward_time: 7.4856762886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591556549
validation[          , genome  7003] predictions:    9760/  10000 (97.60%), best:    9751/10000 (97.51%), error:       832.94403, best error:       823.18433 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 99.9924774170s, input_fired_time: 1.2016665936, output_fired_time: 0.7543252707, propagate_forward_time: 37.8717803955, propagate_backward_time: 58.1176223755, weight_update_time: 0.0853631496, other_time: 2.0470809937
epoch time: 8.0667552948s, input_fired_time: 0.1249626353, output_fired_time: 0.0000000000, propagate_forward_time: 7.5817646980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600277901
validation[          , genome  7003] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:       937.73712, best error:       823.18433 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 100.2514343262s, input_fired_time: 1.1979581118, output_fired_time: 0.7580437660, propagate_forward_time: 38.1258201599, propagate_backward_time: 58.1506538391, weight_update_time: 0.0854953602, other_time: 2.0189590454
epoch time: 9.0969448090s, input_fired_time: 0.1377873421, output_fired_time: 0.0000000000, propagate_forward_time: 8.5676040649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915538788
validation[          , genome  7003] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       870.73956, best error:       823.18433 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 99.0338211060s, input_fired_time: 1.1789487600, output_fired_time: 0.7532981634, propagate_forward_time: 37.4757843018, propagate_backward_time: 57.6662559509, weight_update_time: 0.0834803209, other_time: 1.9595375061
epoch time: 7.8263669014s, input_fired_time: 0.1218222082, output_fired_time: 0.0000000000, propagate_forward_time: 7.3601651192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3443794250
validation[          , genome  7003] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       899.53479, best error:       823.18433 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 98.8148269653s, input_fired_time: 1.1818699837, output_fired_time: 0.7512564659, propagate_forward_time: 37.5904388428, propagate_backward_time: 57.3267860413, weight_update_time: 0.0839355364, other_time: 1.9644737244
epoch time: 7.9625048637s, input_fired_time: 0.1231948063, output_fired_time: 0.0000000000, propagate_forward_time: 7.4910507202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3482594490
validation[          , genome  7003] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       915.66467, best error:       823.18433 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 98.3885345459s, input_fired_time: 1.1807883978, output_fired_time: 0.7464959025, propagate_forward_time: 37.3216590881, propagate_backward_time: 57.1506118774, weight_update_time: 0.0844461471, other_time: 1.9889793396
epoch time: 7.9337553978s, input_fired_time: 0.1246407032, output_fired_time: 0.0000000000, propagate_forward_time: 7.4591670036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499474525
validation[          , genome  7003] predictions:    9678/  10000 (96.78%), best:    9751/10000 (97.51%), error:      1012.20349, best error:       823.18433 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 100.5085754395s, input_fired_time: 1.2023394108, output_fired_time: 0.7588031888, propagate_forward_time: 38.0807228088, propagate_backward_time: 58.3950958252, weight_update_time: 0.0855768695, other_time: 2.0716133118
epoch time: 8.2839260101s, input_fired_time: 0.1291473657, output_fired_time: 0.0000000000, propagate_forward_time: 7.7881531715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666253090
validation[          , genome  7003] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       871.87079, best error:       823.18433 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 96.5316314697s, input_fired_time: 1.1748536825, output_fired_time: 0.7345545888, propagate_forward_time: 36.5656051636, propagate_backward_time: 56.0704307556, weight_update_time: 0.0821278915, other_time: 1.9861869812
epoch time: 7.6403870583s, input_fired_time: 0.1215126812, output_fired_time: 0.0000000000, propagate_forward_time: 7.1718435287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470306396
validation[          , genome  7003] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       915.62714, best error:       823.18433 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 100.8828964233s, input_fired_time: 1.2017469406, output_fired_time: 0.7553743720, propagate_forward_time: 38.1661033630, propagate_backward_time: 58.6987838745, weight_update_time: 0.0857642218, other_time: 2.0608940125
epoch time: 8.2091064453s, input_fired_time: 0.1275585145, output_fired_time: 0.0000000000, propagate_forward_time: 7.7197017670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3618459702
validation[          , genome  7003] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       860.03052, best error:       823.18433 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 99.2755813599s, input_fired_time: 1.1904469728, output_fired_time: 0.7487637997, propagate_forward_time: 37.5898704529, propagate_backward_time: 57.7344894409, weight_update_time: 0.0839109272, other_time: 2.0120124817
epoch time: 9.0010013580s, input_fired_time: 0.1355257928, output_fired_time: 0.0000000000, propagate_forward_time: 8.4782056808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872699738
validation[          , genome  7003] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       908.56860, best error:       823.18433 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 95.7969284058s, input_fired_time: 1.1881669760, output_fired_time: 0.7258514166, propagate_forward_time: 36.1839752197, propagate_backward_time: 55.5550117493, weight_update_time: 0.0894872174, other_time: 2.1439247131
epoch time: 7.6653513908s, input_fired_time: 0.1255088001, output_fired_time: 0.0000000000, propagate_forward_time: 7.1768898964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629527092
validation[          , genome  7003] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       862.54028, best error:       823.18433 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 97.0239410400s, input_fired_time: 1.1648238897, output_fired_time: 0.7430217266, propagate_forward_time: 36.8177947998, propagate_backward_time: 56.3275108337, weight_update_time: 0.0831476301, other_time: 1.9707908630
epoch time: 8.0302505493s, input_fired_time: 0.1235431582, output_fired_time: 0.0000000000, propagate_forward_time: 7.5493140221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573932648
validation[          , genome  7003] predictions:    9632/  10000 (96.32%), best:    9751/10000 (97.51%), error:      1190.00647, best error:       823.18433 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 98.6243286133s, input_fired_time: 1.1770945787, output_fired_time: 0.7539647818, propagate_forward_time: 37.3043708801, propagate_backward_time: 57.3741912842, weight_update_time: 0.0836279020, other_time: 2.0147056580
epoch time: 7.6583147049s, input_fired_time: 0.1244970709, output_fired_time: 0.0000000000, propagate_forward_time: 7.1730403900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607773781
validation[          , genome  7003] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       939.82007, best error:       823.18433 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 100.5636215210s, input_fired_time: 1.2017279863, output_fired_time: 0.7614501119, propagate_forward_time: 38.0881309509, propagate_backward_time: 58.4499168396, weight_update_time: 0.0857335925, other_time: 2.0623931885
epoch time: 7.9996900558s, input_fired_time: 0.1288923770, output_fired_time: 0.0000000000, propagate_forward_time: 7.5041308403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666667938
validation[          , genome  7003] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       880.13373, best error:       823.18433 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 98.0788116455s, input_fired_time: 1.2155128717, output_fired_time: 0.7447379827, propagate_forward_time: 37.1187896729, propagate_backward_time: 56.9743385315, weight_update_time: 0.0840693265, other_time: 2.0254325867
epoch time: 7.6279211044s, input_fired_time: 0.1203165725, output_fired_time: 0.0000000000, propagate_forward_time: 7.1638860703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437185287
validation[          , genome  7003] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       889.73151, best error:       823.18433 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 96.5251770020s, input_fired_time: 1.1726331711, output_fired_time: 0.7295936942, propagate_forward_time: 36.5617256165, propagate_backward_time: 56.0961608887, weight_update_time: 0.0829252899, other_time: 1.9650688171
epoch time: 7.6718492508s, input_fired_time: 0.1225865558, output_fired_time: 0.0000000000, propagate_forward_time: 7.2017221451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475403786
validation[          , genome  7003] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       786.43152, best error:       786.43152 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 96.1779632568s, input_fired_time: 1.1885848045, output_fired_time: 0.7321389914, propagate_forward_time: 36.4245491028, propagate_backward_time: 55.8047180176, weight_update_time: 0.0848001689, other_time: 2.0279731750
epoch time: 7.6825222969s, input_fired_time: 0.1279017329, output_fired_time: 0.0000000000, propagate_forward_time: 7.1860690117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685517311
validation[          , genome  7003] predictions:    9728/  10000 (97.28%), best:    9760/10000 (97.60%), error:       933.62244, best error:       786.43152 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 98.6869506836s, input_fired_time: 1.2064361572, output_fired_time: 0.7485713363, propagate_forward_time: 37.3755683899, propagate_backward_time: 57.2892723083, weight_update_time: 0.0868480429, other_time: 2.0671005249
epoch time: 7.7289609909s, input_fired_time: 0.1229583398, output_fired_time: 0.0000000000, propagate_forward_time: 7.2609663010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3450365067
validation[          , genome  7003] predictions:    9757/  10000 (97.57%), best:    9760/10000 (97.60%), error:       818.56677, best error:       786.43152 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.6828765869s, input_fired_time: 1.2097347975, output_fired_time: 0.7669634819, propagate_forward_time: 38.5886001587, propagate_backward_time: 59.0713195801, weight_update_time: 0.0867192149, other_time: 2.0462646484
epoch time: 7.8422207832s, input_fired_time: 0.1251071543, output_fired_time: 0.0000000000, propagate_forward_time: 7.3599405289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571729660
validation[          , genome  7003] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       777.37982, best error:       777.37982 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.7260131836s, input_fired_time: 1.1913084984, output_fired_time: 0.7543910742, propagate_forward_time: 37.4685821533, propagate_backward_time: 57.3080749512, weight_update_time: 0.0840804577, other_time: 2.0036544800
epoch time: 7.7320284843s, input_fired_time: 0.1217887253, output_fired_time: 0.0000000000, propagate_forward_time: 7.2671070099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3431329727
validation[          , genome  7003] predictions:    9728/  10000 (97.28%), best:    9773/10000 (97.73%), error:       901.47266, best error:       777.37982 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 97.7650909424s, input_fired_time: 1.1833299398, output_fired_time: 0.7556532621, propagate_forward_time: 36.9635620117, propagate_backward_time: 56.8732376099, weight_update_time: 0.0836278275, other_time: 1.9893112183
epoch time: 7.9278120995s, input_fired_time: 0.1295267195, output_fired_time: 0.0000000000, propagate_forward_time: 7.4415850639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567004204
validation[          , genome  7003] predictions:    9725/  10000 (97.25%), best:    9773/10000 (97.73%), error:       928.31006, best error:       777.37982 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 96.7250900269s, input_fired_time: 1.1816028357, output_fired_time: 0.7426969409, propagate_forward_time: 36.6331481934, propagate_backward_time: 56.2023239136, weight_update_time: 0.0820937902, other_time: 1.9653167725
epoch time: 7.7139058113s, input_fired_time: 0.1221892163, output_fired_time: 0.0000000000, propagate_forward_time: 7.2490057945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3427109718
validation[          , genome  7003] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       772.99158, best error:       772.99158 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 99.7028427124s, input_fired_time: 1.2102084160, output_fired_time: 0.7550784945, propagate_forward_time: 37.8086853027, propagate_backward_time: 57.9151000977, weight_update_time: 0.0852194577, other_time: 2.0137710571
epoch time: 8.1751365662s, input_fired_time: 0.1286503375, output_fired_time: 0.0000000000, propagate_forward_time: 7.6867899895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596959114
validation[          , genome  7003] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       850.39722, best error:       772.99158 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 97.3346023560s, input_fired_time: 1.1823536158, output_fired_time: 0.7408576608, propagate_forward_time: 36.9205970764, propagate_backward_time: 56.5143089294, weight_update_time: 0.0829643011, other_time: 1.9764862061
epoch time: 7.7788653374s, input_fired_time: 0.1228442118, output_fired_time: 0.0000000000, propagate_forward_time: 7.3087263107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3472948074
validation[          , genome  7003] predictions:    9769/  10000 (97.69%), best:    9773/10000 (97.73%), error:       779.04193, best error:       772.99158 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 97.9172821045s, input_fired_time: 1.1936041117, output_fired_time: 0.7467607260, propagate_forward_time: 37.2106742859, propagate_backward_time: 56.7620239258, weight_update_time: 0.0833424181, other_time: 2.0042228699
epoch time: 7.6817455292s, input_fired_time: 0.1233097017, output_fired_time: 0.0000000000, propagate_forward_time: 7.2102675438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3481683731
validation[          , genome  7003] predictions:    9759/  10000 (97.59%), best:    9773/10000 (97.73%), error:       790.09973, best error:       772.99158 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 97.9045944214s, input_fired_time: 1.1910883188, output_fired_time: 0.7519800663, propagate_forward_time: 37.1105117798, propagate_backward_time: 56.8391952515, weight_update_time: 0.0837758929, other_time: 2.0118179321
epoch time: 7.7428960800s, input_fired_time: 0.1237489358, output_fired_time: 0.0000000000, propagate_forward_time: 7.2697668076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3493804932
validation[          , genome  7003] predictions:    9739/  10000 (97.39%), best:    9773/10000 (97.73%), error:       850.24255, best error:       772.99158 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 96.2655105591s, input_fired_time: 1.1860433817, output_fired_time: 0.7463645339, propagate_forward_time: 36.4888916016, propagate_backward_time: 55.8678779602, weight_update_time: 0.0820713788, other_time: 1.9763374329
epoch time: 7.8102145195s, input_fired_time: 0.1245376989, output_fired_time: 0.0000000000, propagate_forward_time: 7.3331217766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525552750
validation[          , genome  7003] predictions:    9753/  10000 (97.53%), best:    9773/10000 (97.73%), error:       845.82220, best error:       772.99158 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 97.8375930786s, input_fired_time: 1.1902114153, output_fired_time: 0.7452348471, propagate_forward_time: 37.0218772888, propagate_backward_time: 56.8780212402, weight_update_time: 0.0840134621, other_time: 2.0022544861
epoch time: 7.8611016273s, input_fired_time: 0.1251474768, output_fired_time: 0.0000000000, propagate_forward_time: 7.3846335411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513207436
validation[          , genome  7003] predictions:    9751/  10000 (97.51%), best:    9773/10000 (97.73%), error:       843.81335, best error:       772.99158 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 96.2401733398s, input_fired_time: 1.1904462576, output_fired_time: 0.7374264598, propagate_forward_time: 36.5030937195, propagate_backward_time: 55.8155059814, weight_update_time: 0.0832492262, other_time: 1.9937019348
epoch time: 7.6587204933s, input_fired_time: 0.1259687990, output_fired_time: 0.0000000000, propagate_forward_time: 7.1709852219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617663383
validation[          , genome  7003] predictions:    9681/  10000 (96.81%), best:    9773/10000 (97.73%), error:      1022.93396, best error:       772.99158 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 97.6996078491s, input_fired_time: 1.1983299255, output_fired_time: 0.7489358187, propagate_forward_time: 36.9851684570, propagate_backward_time: 56.7388267517, weight_update_time: 0.0845673606, other_time: 2.0283470154
epoch time: 7.7766699791s, input_fired_time: 0.1251074225, output_fired_time: 0.0000000000, propagate_forward_time: 7.3024606705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3491020203
validation[          , genome  7003] predictions:    9768/  10000 (97.68%), best:    9773/10000 (97.73%), error:       783.16022, best error:       772.99158 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 97.6843414307s, input_fired_time: 1.1964248419, output_fired_time: 0.7445438504, propagate_forward_time: 37.0468177795, propagate_backward_time: 56.7020187378, weight_update_time: 0.0830893219, other_time: 1.9945335388
epoch time: 9.2119321823s, input_fired_time: 0.1417889595, output_fired_time: 0.0000000000, propagate_forward_time: 8.6701545715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3999881744
validation[          , genome  7003] predictions:    9705/  10000 (97.05%), best:    9773/10000 (97.73%), error:      1000.66028, best error:       772.99158 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 100.1618347168s, input_fired_time: 1.2164815664, output_fired_time: 0.7534391880, propagate_forward_time: 37.9433364868, propagate_backward_time: 58.2105712891, weight_update_time: 0.0852131248, other_time: 2.0380020142
epoch time: 7.7627391815s, input_fired_time: 0.1225724667, output_fired_time: 0.0000000000, propagate_forward_time: 7.2953357697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448309898
validation[          , genome  7003] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       867.82690, best error:       772.99158 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 97.3671188354s, input_fired_time: 1.1928520203, output_fired_time: 0.7463421226, propagate_forward_time: 36.9069480896, propagate_backward_time: 56.5464820862, weight_update_time: 0.0833069012, other_time: 1.9744949341
epoch time: 7.7437510490s, input_fired_time: 0.1237420142, output_fired_time: 0.0000000000, propagate_forward_time: 7.2723455429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476634026
validation[          , genome  7003] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       767.69989, best error:       767.69989 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 97.5204315186s, input_fired_time: 1.1972687244, output_fired_time: 0.7484241724, propagate_forward_time: 36.9314155579, propagate_backward_time: 56.6588859558, weight_update_time: 0.0840286836, other_time: 1.9844436646
epoch time: 8.2070493698s, input_fired_time: 0.1317184418, output_fired_time: 0.0000000000, propagate_forward_time: 7.7067117691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686189651
validation[          , genome  7003] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       912.28650, best error:       767.69989 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 101.6571273804s, input_fired_time: 1.2438691854, output_fired_time: 0.7660808563, propagate_forward_time: 38.5651397705, propagate_backward_time: 58.9246177673, weight_update_time: 0.0912442580, other_time: 2.1574211121
epoch time: 8.2112951279s, input_fired_time: 0.1317269653, output_fired_time: 0.0000000000, propagate_forward_time: 7.7122554779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673124313
validation[          , genome  7003] predictions:    9743/  10000 (97.43%), best:    9749/10000 (97.49%), error:       849.71075, best error:       767.69989 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 97.4164428711s, input_fired_time: 1.1945858002, output_fired_time: 0.7357862592, propagate_forward_time: 36.8510208130, propagate_backward_time: 56.6762084961, weight_update_time: 0.0829641148, other_time: 1.9588394165
epoch time: 7.6554131508s, input_fired_time: 0.1247037500, output_fired_time: 0.0000000000, propagate_forward_time: 7.1915860176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391232491
validation[          , genome  7003] predictions:    9770/  10000 (97.70%), best:    9749/10000 (97.49%), error:       797.96826, best error:       767.69989 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 96.0257492065s, input_fired_time: 1.1844937801, output_fired_time: 0.7301342487, propagate_forward_time: 36.3700523376, propagate_backward_time: 55.7988853455, weight_update_time: 0.0820718333, other_time: 1.9421844482
epoch time: 7.7069087029s, input_fired_time: 0.1246206462, output_fired_time: 0.0000000000, propagate_forward_time: 7.2368803024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454079628
validation[          , genome  7003] predictions:    9759/  10000 (97.59%), best:    9749/10000 (97.49%), error:       778.30249, best error:       767.69989 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 97.6569213867s, input_fired_time: 1.1992483139, output_fired_time: 0.7506557107, propagate_forward_time: 36.9949836731, propagate_backward_time: 56.7276382446, weight_update_time: 0.0830819905, other_time: 1.9843940735
epoch time: 7.8315854073s, input_fired_time: 0.1261578351, output_fired_time: 0.0000000000, propagate_forward_time: 7.3518977165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535299301
validation[          , genome  7003] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       743.51776, best error:       743.51776 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 97.3429641724s, input_fired_time: 1.1929595470, output_fired_time: 0.7460728884, propagate_forward_time: 36.7945785522, propagate_backward_time: 56.5999259949, weight_update_time: 0.0831602439, other_time: 2.0094261169
epoch time: 7.9267740250s, input_fired_time: 0.1287259161, output_fired_time: 0.0000000000, propagate_forward_time: 7.4374966621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605513573
validation[          , genome  7003] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       757.74078, best error:       743.51776 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 96.2435607910s, input_fired_time: 1.1884293556, output_fired_time: 0.7380218506, propagate_forward_time: 36.4217071533, propagate_backward_time: 55.8878860474, weight_update_time: 0.0823008865, other_time: 2.0075149536
epoch time: 7.6399421692s, input_fired_time: 0.1252503097, output_fired_time: 0.0000000000, propagate_forward_time: 7.1670360565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476557732
validation[          , genome  7003] predictions:    9744/  10000 (97.44%), best:    9781/10000 (97.81%), error:       862.85632, best error:       743.51776 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 95.9531097412s, input_fired_time: 1.1919449568, output_fired_time: 0.7430039644, propagate_forward_time: 36.2952995300, propagate_backward_time: 55.7351837158, weight_update_time: 0.0818341970, other_time: 1.9876747131
epoch time: 7.8392391205s, input_fired_time: 0.1282099038, output_fired_time: 0.0000000000, propagate_forward_time: 7.3561968803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548321724
validation[          , genome  7003] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       826.08081, best error:       743.51776 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 98.8622970581s, input_fired_time: 1.2152897120, output_fired_time: 0.7501329780, propagate_forward_time: 37.4468421936, propagate_backward_time: 57.4098129272, weight_update_time: 0.0856137425, other_time: 2.0402259827
epoch time: 7.8001194000s, input_fired_time: 0.1267556548, output_fired_time: 0.0000000000, propagate_forward_time: 7.3246531487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487105370
validation[          , genome  7003] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       830.62787, best error:       743.51776 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 97.3206710815s, input_fired_time: 1.2057025433, output_fired_time: 0.7467347383, propagate_forward_time: 36.9714698792, propagate_backward_time: 56.4044761658, weight_update_time: 0.0828724578, other_time: 1.9922866821
epoch time: 7.7659277916s, input_fired_time: 0.1270905286, output_fired_time: 0.0000000000, propagate_forward_time: 7.2887077332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501296043
validation[          , genome  7003] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       872.90784, best error:       743.51776 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 97.1431961060s, input_fired_time: 1.2098927498, output_fired_time: 0.7369417548, propagate_forward_time: 36.8046569824, propagate_backward_time: 56.3673591614, weight_update_time: 0.0830665529, other_time: 2.0243492126
epoch time: 7.6458921432s, input_fired_time: 0.1255640686, output_fired_time: 0.0000000000, propagate_forward_time: 7.1684317589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3518962860
validation[          , genome  7003] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       818.74524, best error:       743.51776 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 98.9253005981s, input_fired_time: 1.2181737423, output_fired_time: 0.7545350194, propagate_forward_time: 37.5165901184, propagate_backward_time: 57.4097862244, weight_update_time: 0.0842781961, other_time: 2.0262222290
epoch time: 8.2070827484s, input_fired_time: 0.1379258931, output_fired_time: 0.0000000000, propagate_forward_time: 7.7055044174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636522293
validation[          , genome  7003] predictions:    9748/  10000 (97.48%), best:    9781/10000 (97.81%), error:       807.25513, best error:       743.51776 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 97.8167114258s, input_fired_time: 1.2113274336, output_fired_time: 0.7533805370, propagate_forward_time: 37.0696640015, propagate_backward_time: 56.7861595154, weight_update_time: 0.0834518373, other_time: 1.9961814880
epoch time: 7.8875107765s, input_fired_time: 0.1285859793, output_fired_time: 0.0000000000, propagate_forward_time: 7.4044318199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544931412
validation[          , genome  7003] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       875.63745, best error:       743.51776 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 97.9933547974s, input_fired_time: 1.2082933187, output_fired_time: 0.7516222000, propagate_forward_time: 37.0612754822, propagate_backward_time: 56.9755172729, weight_update_time: 0.0837543383, other_time: 1.9966468811
epoch time: 8.0337533951s, input_fired_time: 0.1301365942, output_fired_time: 0.0000000000, propagate_forward_time: 7.5479145050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557024002
validation[          , genome  7003] predictions:    9732/  10000 (97.32%), best:    9781/10000 (97.81%), error:       900.32855, best error:       743.51776 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 98.6262207031s, input_fired_time: 1.2107951641, output_fired_time: 0.7509505749, propagate_forward_time: 37.4836959839, propagate_backward_time: 57.2059135437, weight_update_time: 0.0839744881, other_time: 1.9748649597
epoch time: 7.8980684280s, input_fired_time: 0.1274802834, output_fired_time: 0.0000000000, propagate_forward_time: 7.4203567505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3502311707
validation[          , genome  7003] predictions:    9739/  10000 (97.39%), best:    9781/10000 (97.81%), error:       849.22253, best error:       743.51776 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 96.7894210815s, input_fired_time: 1.2043002844, output_fired_time: 0.7467684746, propagate_forward_time: 36.6651191711, propagate_backward_time: 56.2179794312, weight_update_time: 0.0826796740, other_time: 1.9552574158
epoch time: 7.7150163651s, input_fired_time: 0.1278777570, output_fired_time: 0.0000000000, propagate_forward_time: 7.2418990135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452396393
validation[          , genome  7003] predictions:    9762/  10000 (97.62%), best:    9781/10000 (97.81%), error:       814.24481, best error:       743.51776 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 97.9994659424s, input_fired_time: 1.2113808393, output_fired_time: 0.7488662004, propagate_forward_time: 37.1059188843, propagate_backward_time: 56.9403419495, weight_update_time: 0.0834637880, other_time: 1.9929618835
epoch time: 7.7860856056s, input_fired_time: 0.1282015890, output_fired_time: 0.0000000000, propagate_forward_time: 7.3021435738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3557405472
validation[          , genome  7003] predictions:    9726/  10000 (97.26%), best:    9781/10000 (97.81%), error:       861.38196, best error:       743.51776 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 98.2814025879s, input_fired_time: 1.2198497057, output_fired_time: 0.7580605745, propagate_forward_time: 37.2400360107, propagate_backward_time: 57.0536537170, weight_update_time: 0.0842598602, other_time: 2.0097999573
epoch time: 8.2990722656s, input_fired_time: 0.1364390701, output_fired_time: 0.0000000000, propagate_forward_time: 7.7887139320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3739190102
validation[          , genome  7003] predictions:    9756/  10000 (97.56%), best:    9781/10000 (97.81%), error:       824.10724, best error:       743.51776 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 98.0091171265s, input_fired_time: 1.2224882841, output_fired_time: 0.7418788671, propagate_forward_time: 37.1061859131, propagate_backward_time: 56.9266700745, weight_update_time: 0.0841982216, other_time: 2.0118904114
epoch time: 7.7733516693s, input_fired_time: 0.1315504462, output_fired_time: 0.0000000000, propagate_forward_time: 7.2902636528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515377045
validation[          , genome  7003] predictions:    9703/  10000 (97.03%), best:    9781/10000 (97.81%), error:       984.17999, best error:       743.51776 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 96.2608871460s, input_fired_time: 1.2189722061, output_fired_time: 0.7349054217, propagate_forward_time: 36.4006843567, propagate_backward_time: 55.8605461121, weight_update_time: 0.0859982818, other_time: 2.0457763672
epoch time: 7.8459630013s, input_fired_time: 0.1290466934, output_fired_time: 0.0000000000, propagate_forward_time: 7.3648447990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520712852
validation[          , genome  7003] predictions:    9763/  10000 (97.63%), best:    9781/10000 (97.81%), error:       798.73151, best error:       743.51776 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 99.7240219116s, input_fired_time: 1.2475788593, output_fired_time: 0.7590198517, propagate_forward_time: 37.7783927917, propagate_backward_time: 57.8497848511, weight_update_time: 0.0877574831, other_time: 2.0892448425
epoch time: 7.6659026146s, input_fired_time: 0.1302831024, output_fired_time: 0.0000000000, propagate_forward_time: 7.1758522987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597674370
validation[          , genome  7003] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       864.33649, best error:       743.51776 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 95.4656448364s, input_fired_time: 1.2413752079, output_fired_time: 0.7275030017, propagate_forward_time: 36.0290145874, propagate_backward_time: 55.3219299316, weight_update_time: 0.0892488882, other_time: 2.1458206177
epoch time: 7.6719503403s, input_fired_time: 0.1317089200, output_fired_time: 0.0000000000, propagate_forward_time: 7.1772103310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630309105
validation[          , genome  7003] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       782.71863, best error:       743.51776 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 98.0992965698s, input_fired_time: 1.2224698067, output_fired_time: 0.7479701638, propagate_forward_time: 37.1868247986, propagate_backward_time: 56.9169616699, weight_update_time: 0.0843702629, other_time: 2.0250663757
epoch time: 7.9518446922s, input_fired_time: 0.1307130754, output_fired_time: 0.0000000000, propagate_forward_time: 7.4621748924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589568138
validation[          , genome  7003] predictions:    9732/  10000 (97.32%), best:    9781/10000 (97.81%), error:       883.94312, best error:       743.51776 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 98.3095245361s, input_fired_time: 1.2301596403, output_fired_time: 0.7484015226, propagate_forward_time: 37.2663116455, propagate_backward_time: 57.0167007446, weight_update_time: 0.0848136097, other_time: 2.0479583740
epoch time: 7.6973009109s, input_fired_time: 0.1273758411, output_fired_time: 0.0000000000, propagate_forward_time: 7.2151422501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3547830582
validation[          , genome  7003] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       887.76660, best error:       743.51776 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 101.9890747070s, input_fired_time: 1.2515834570, output_fired_time: 0.7635402083, propagate_forward_time: 38.5847702026, propagate_backward_time: 59.2956962585, weight_update_time: 0.0870725960, other_time: 2.0934791565
epoch time: 8.1854047775s, input_fired_time: 0.1398910880, output_fired_time: 0.0000000000, propagate_forward_time: 7.6792507172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662633896
validation[          , genome  7003] predictions:    9731/  10000 (97.31%), best:    9781/10000 (97.81%), error:       885.97205, best error:       743.51776 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 102.7367477417s, input_fired_time: 1.2563472986, output_fired_time: 0.7770639062, propagate_forward_time: 38.9558486938, propagate_backward_time: 59.6944007874, weight_update_time: 0.0869492441, other_time: 2.0530891418
epoch time: 7.9891462326s, input_fired_time: 0.1313957274, output_fired_time: 0.0000000000, propagate_forward_time: 7.5032558441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544945717
validation[          , genome  7003] predictions:    9779/  10000 (97.79%), best:    9781/10000 (97.81%), error:       763.35938, best error:       743.51776 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 102.5397262573s, input_fired_time: 1.2586693764, output_fired_time: 0.7791871428, propagate_forward_time: 38.9798469543, propagate_backward_time: 59.4322204590, weight_update_time: 0.0884282142, other_time: 2.0898017883
epoch time: 7.6381292343s, input_fired_time: 0.1281353086, output_fired_time: 0.0000000000, propagate_forward_time: 7.1659102440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440837860
validation[          , genome  7003] predictions:    9728/  10000 (97.28%), best:    9781/10000 (97.81%), error:       914.99963, best error:       743.51776 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 98.2046051025s, input_fired_time: 1.2336169481, output_fired_time: 0.7478021979, propagate_forward_time: 37.2109298706, propagate_backward_time: 56.9974479675, weight_update_time: 0.0846663937, other_time: 2.0148048401
epoch time: 7.8003587723s, input_fired_time: 0.1370656341, output_fired_time: 0.0000000000, propagate_forward_time: 7.2851881981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781051636
validation[          , genome  7003] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       818.81592, best error:       743.51776 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 98.6063537598s, input_fired_time: 1.2532359362, output_fired_time: 0.7425144315, propagate_forward_time: 37.1909942627, propagate_backward_time: 57.2840080261, weight_update_time: 0.0896618441, other_time: 2.1356010437
epoch time: 8.6054353714s, input_fired_time: 0.1416635066, output_fired_time: 0.0000000000, propagate_forward_time: 8.0780344009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857374191
validation[          , genome  7003] predictions:    9726/  10000 (97.26%), best:    9781/10000 (97.81%), error:       921.31329, best error:       743.51776 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 99.6566925049s, input_fired_time: 1.2418625355, output_fired_time: 0.7488930225, propagate_forward_time: 37.7173652649, propagate_backward_time: 57.8810272217, weight_update_time: 0.0855650827, other_time: 2.0675468445
epoch time: 8.1117057800s, input_fired_time: 0.1349121779, output_fired_time: 0.0000000000, propagate_forward_time: 7.6091527939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676409721
validation[          , genome  7003] predictions:    9730/  10000 (97.30%), best:    9781/10000 (97.81%), error:       868.75586, best error:       743.51776 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 99.0286102295s, input_fired_time: 1.2418179512, output_fired_time: 0.7453814745, propagate_forward_time: 37.3826179504, propagate_backward_time: 57.5814895630, weight_update_time: 0.0851827040, other_time: 2.0772972107
epoch time: 7.9359297752s, input_fired_time: 0.1325952411, output_fired_time: 0.0000000000, propagate_forward_time: 7.4398813248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3634533882
validation[          , genome  7003] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       851.01526, best error:       743.51776 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 98.4281921387s, input_fired_time: 1.2385801077, output_fired_time: 0.7560449243, propagate_forward_time: 37.3181610107, propagate_backward_time: 57.1019744873, weight_update_time: 0.0840697512, other_time: 2.0134353638
epoch time: 9.1662940979s, input_fired_time: 0.1453896612, output_fired_time: 0.0000000000, propagate_forward_time: 8.6303319931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905725479
validation[          , genome  7003] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       801.22333, best error:       743.51776 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 99.4759140015s, input_fired_time: 1.2442851067, output_fired_time: 0.7560400963, propagate_forward_time: 37.7429275513, propagate_backward_time: 57.7074127197, weight_update_time: 0.0852168426, other_time: 2.0252456665
epoch time: 7.8399863243s, input_fired_time: 0.1313081980, output_fired_time: 0.0000000000, propagate_forward_time: 7.3560981750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3525800705
validation[          , genome  7003] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       807.65521, best error:       743.51776 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 97.2726135254s, input_fired_time: 1.2497091293, output_fired_time: 0.7390112877, propagate_forward_time: 36.8014221191, propagate_backward_time: 56.3816108704, weight_update_time: 0.0877891928, other_time: 2.1008567810
epoch time: 7.6775650978s, input_fired_time: 0.1338245571, output_fired_time: 0.0000000000, propagate_forward_time: 7.1801605225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635802269
validation[          , genome  7003] predictions:    9758/  10000 (97.58%), best:    9781/10000 (97.81%), error:       826.87683, best error:       743.51776 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 95.2897109985s, input_fired_time: 1.2398269176, output_fired_time: 0.7271875739, propagate_forward_time: 35.9435958862, propagate_backward_time: 55.2706909180, weight_update_time: 0.0876621902, other_time: 2.1084060669
epoch time: 7.8609013557s, input_fired_time: 0.1312723458, output_fired_time: 0.0000000000, propagate_forward_time: 7.3724727631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571562767
validation[          , genome  7003] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       862.06317, best error:       743.51776 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 97.4905166626s, input_fired_time: 1.2275893688, output_fired_time: 0.7421879172, propagate_forward_time: 36.9182968140, propagate_backward_time: 56.5705947876, weight_update_time: 0.0838939697, other_time: 2.0318450928
epoch time: 7.7442283630s, input_fired_time: 0.1298719049, output_fired_time: 0.0000000000, propagate_forward_time: 7.2604331970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3539233208
validation[          , genome  7003] predictions:    9728/  10000 (97.28%), best:    9781/10000 (97.81%), error:       898.48694, best error:       743.51776 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 97.7844467163s, input_fired_time: 1.2283475399, output_fired_time: 0.7531342506, propagate_forward_time: 37.0703887939, propagate_backward_time: 56.7277107239, weight_update_time: 0.0840390250, other_time: 2.0048637390
epoch time: 8.1002416611s, input_fired_time: 0.1341933906, output_fired_time: 0.0000000000, propagate_forward_time: 7.6001973152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658509254
validation[          , genome  7003] predictions:    9750/  10000 (97.50%), best:    9781/10000 (97.81%), error:       825.45758, best error:       743.51776 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 97.7439727783s, input_fired_time: 1.2262798548, output_fired_time: 0.7477722764, propagate_forward_time: 37.0516777039, propagate_backward_time: 56.7393417358, weight_update_time: 0.0832337439, other_time: 1.9789009094
epoch time: 7.9619317055s, input_fired_time: 0.1320501268, output_fired_time: 0.0000000000, propagate_forward_time: 7.4733672142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3565144539
validation[          , genome  7003] predictions:    9767/  10000 (97.67%), best:    9781/10000 (97.81%), error:       786.48401, best error:       743.51776 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 99.1416168213s, input_fired_time: 1.2381722927, output_fired_time: 0.7594157457, propagate_forward_time: 37.6154556274, propagate_backward_time: 57.5383796692, weight_update_time: 0.0847981572, other_time: 1.9901924133
epoch time: 10.9887628555s, input_fired_time: 0.1673085243, output_fired_time: 0.0000000000, propagate_forward_time: 10.3698377609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4516162872
validation[          , genome  7003] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       843.38916, best error:       743.51776 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 98.9889144897s, input_fired_time: 1.2559962273, output_fired_time: 0.7459329963, propagate_forward_time: 37.4863433838, propagate_backward_time: 57.4243583679, weight_update_time: 0.0874069482, other_time: 2.0762825012
epoch time: 7.8773612976s, input_fired_time: 0.1324676424, output_fired_time: 0.0000000000, propagate_forward_time: 7.3878269196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3570666313
validation[          , genome  7003] predictions:    9659/  10000 (96.59%), best:    9781/10000 (97.81%), error:      1106.90747, best error:       743.51776 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 98.6193542480s, input_fired_time: 1.2436697483, output_fired_time: 0.7437689900, propagate_forward_time: 37.4035072327, propagate_backward_time: 57.2147483826, weight_update_time: 0.0847535953, other_time: 2.0136642456
epoch time: 7.8680610657s, input_fired_time: 0.1318186522, output_fired_time: 0.0000000000, propagate_forward_time: 7.3790869713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571553230
validation[          , genome  7003] predictions:    9738/  10000 (97.38%), best:    9781/10000 (97.81%), error:       889.30298, best error:       743.51776 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 98.9748764038s, input_fired_time: 1.2440507412, output_fired_time: 0.7494000196, propagate_forward_time: 37.4875030518, propagate_backward_time: 57.4532470703, weight_update_time: 0.0847878307, other_time: 2.0406799316
epoch time: 8.5210313797s, input_fired_time: 0.1405410767, output_fired_time: 0.0000000000, propagate_forward_time: 7.9977622032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827280998
validation[          , genome  7003] predictions:    9752/  10000 (97.52%), best:    9781/10000 (97.81%), error:       824.16699, best error:       743.51776 on epoch:    63, 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: 40.6711196899s, input_fired_time: 0.6689450145, output_fired_time: 0.0000000000, propagate_forward_time: 38.1240005493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8781738281
best training[          , genome  7003] predictions:   49677/  50000 (99.35%), best:    9781/10000 (97.81%), error:      1450.32861, best error:       743.51776 on epoch:    63, 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: 8.0227956772s, input_fired_time: 0.1290194988, output_fired_time: 0.0000000000, propagate_forward_time: 7.5186862946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750896454
   testing[          , genome  7003] predictions:    9799/  10000 (97.99%), best:    9781/10000 (97.81%), error:       659.78406, best error:       743.51776 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:25:36 (6586): called boinc_finish(0)

</stderr_txt>
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