Nameexact_genome_1512568488_43_4490_1
Workunit2593756
Created7 Dec 2017, 10:12:02 UTC
Sent7 Dec 2017, 10:17:33 UTC
Report deadline13 Dec 2017, 17:54:54 UTC
Received7 Dec 2017, 22:42:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 22 min 5 sec
CPU time3 hours 21 min 7 sec
Validate stateValid
Credit1,579.40
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.45 MB
Peak swap size157.66 MB
Peak disk usage1.79 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.3243570328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369796753
validation[          , genome  4490] predictions:    9585/  10000 (95.85%), best:    9640/10000 (96.40%), error:      1343.36121, best error:      1146.31580 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 109.5311737061s, input_fired_time: 1.2033326626, output_fired_time: 1.0648610592, propagate_forward_time: 41.0802764893, propagate_backward_time: 63.1214942932, weight_update_time: 0.1486379355, other_time: 3.0612144470
epoch time: 8.8401651382s, input_fired_time: 0.1512170881, output_fired_time: 0.0000000000, propagate_forward_time: 8.1572570801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316905975
validation[          , genome  4490] predictions:    9634/  10000 (96.34%), best:    9640/10000 (96.40%), error:      1234.82141, best error:      1146.31580 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.0427093506s, input_fired_time: 1.2027963400, output_fired_time: 1.0884454250, propagate_forward_time: 41.3900489807, propagate_backward_time: 63.3509979248, weight_update_time: 0.1426507086, other_time: 3.0104217529
epoch time: 8.8292751312s, input_fired_time: 0.1501375139, output_fired_time: 0.0000000000, propagate_forward_time: 8.1620903015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170469284
validation[          , genome  4490] predictions:    9628/  10000 (96.28%), best:    9640/10000 (96.40%), error:      1189.20654, best error:      1146.31580 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 108.8996429443s, input_fired_time: 1.1929886341, output_fired_time: 1.0552251339, propagate_forward_time: 40.8586654663, propagate_backward_time: 62.7290267944, weight_update_time: 0.1473426372, other_time: 3.0637435913
epoch time: 8.8401184082s, input_fired_time: 0.1511812210, output_fired_time: 0.0000000000, propagate_forward_time: 8.1642723083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246648788
validation[          , genome  4490] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1102.86096, best error:      1102.86096 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.9124603271s, input_fired_time: 1.2096676826, output_fired_time: 1.0735769272, propagate_forward_time: 41.7001953125, propagate_backward_time: 63.8487777710, weight_update_time: 0.1413966417, other_time: 3.0802383423
epoch time: 8.8638315201s, input_fired_time: 0.1489304006, output_fired_time: 0.0000000000, propagate_forward_time: 8.1860132217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288877487
validation[          , genome  4490] predictions:    9641/  10000 (96.41%), best:    9669/10000 (96.69%), error:      1176.37512, best error:      1102.86096 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 109.6023025513s, input_fired_time: 1.1833935976, output_fired_time: 1.0629754066, propagate_forward_time: 41.2112770081, propagate_backward_time: 63.1349220276, weight_update_time: 0.1475206017, other_time: 3.0097312927
epoch time: 8.9762916565s, input_fired_time: 0.1519603133, output_fired_time: 0.0000000000, propagate_forward_time: 8.2822246552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5421066284
validation[          , genome  4490] predictions:    9646/  10000 (96.46%), best:    9669/10000 (96.69%), error:      1159.98547, best error:      1102.86096 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.4527740479s, input_fired_time: 1.2160327435, output_fired_time: 1.0908806324, propagate_forward_time: 41.5346908569, propagate_backward_time: 63.5034790039, weight_update_time: 0.1435401291, other_time: 3.1076889038
epoch time: 8.8551597595s, input_fired_time: 0.1492301524, output_fired_time: 0.0000000000, propagate_forward_time: 8.1843175888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5216121674
validation[          , genome  4490] predictions:    9613/  10000 (96.13%), best:    9669/10000 (96.69%), error:      1204.22363, best error:      1102.86096 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 109.4353332520s, input_fired_time: 1.2022584677, output_fired_time: 1.0817838907, propagate_forward_time: 41.0989570618, propagate_backward_time: 62.9814071655, weight_update_time: 0.1431978494, other_time: 3.0709304810
epoch time: 8.8439722061s, input_fired_time: 0.1497613639, output_fired_time: 0.0000000000, propagate_forward_time: 8.1781396866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160713196
validation[          , genome  4490] predictions:    9661/  10000 (96.61%), best:    9669/10000 (96.69%), error:      1114.04199, best error:      1102.86096 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 109.9691543579s, input_fired_time: 1.2057161331, output_fired_time: 1.0634993315, propagate_forward_time: 41.2986755371, propagate_backward_time: 63.3353919983, weight_update_time: 0.1482842863, other_time: 3.0658683777
epoch time: 8.9813947678s, input_fired_time: 0.1514129639, output_fired_time: 0.0000000000, propagate_forward_time: 8.2958116531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341701508
validation[          , genome  4490] predictions:    9646/  10000 (96.46%), best:    9669/10000 (96.69%), error:      1183.57471, best error:      1102.86096 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 109.8027343750s, input_fired_time: 1.2264424562, output_fired_time: 1.0530350208, propagate_forward_time: 41.1879730225, propagate_backward_time: 63.2512855530, weight_update_time: 0.1429943442, other_time: 3.0840034485
epoch time: 8.9130277634s, input_fired_time: 0.1521402597, output_fired_time: 0.0000000000, propagate_forward_time: 8.2326841354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282030106
validation[          , genome  4490] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       982.10083, best error:       982.10083 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 109.1393127441s, input_fired_time: 1.1844757795, output_fired_time: 1.0583198071, propagate_forward_time: 41.0091705322, propagate_backward_time: 62.8476295471, weight_update_time: 0.1469354033, other_time: 3.0397148132
epoch time: 8.7700948715s, input_fired_time: 0.1517943442, output_fired_time: 0.0000000000, propagate_forward_time: 8.0936841965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5246162415
validation[          , genome  4490] predictions:    9601/  10000 (96.01%), best:    9702/10000 (97.02%), error:      1232.67651, best error:       982.10083 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 109.5226898193s, input_fired_time: 1.1977248192, output_fired_time: 1.0616505146, propagate_forward_time: 41.1157379150, propagate_backward_time: 63.1024742126, weight_update_time: 0.1427493095, other_time: 3.0451011658
epoch time: 8.8169927597s, input_fired_time: 0.1602507085, output_fired_time: 0.0000000000, propagate_forward_time: 8.1300601959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266819000
validation[          , genome  4490] predictions:    9692/  10000 (96.92%), best:    9702/10000 (97.02%), error:      1008.76160, best error:       982.10083 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.2444458008s, input_fired_time: 1.1894228458, output_fired_time: 1.0594985485, propagate_forward_time: 41.0019874573, propagate_backward_time: 62.9405326843, weight_update_time: 0.1427099556, other_time: 3.0529975891
epoch time: 8.8595485687s, input_fired_time: 0.1500575691, output_fired_time: 0.0000000000, propagate_forward_time: 8.1881313324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5213594437
validation[          , genome  4490] predictions:    9660/  10000 (96.60%), best:    9702/10000 (97.02%), error:      1090.44373, best error:       982.10083 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 109.3509674072s, input_fired_time: 1.1944000721, output_fired_time: 1.0775049925, propagate_forward_time: 41.0999755859, propagate_backward_time: 62.9616546631, weight_update_time: 0.1446403414, other_time: 3.0174331665
epoch time: 8.9924898148s, input_fired_time: 0.1517257541, output_fired_time: 0.0000000000, propagate_forward_time: 8.3140068054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5267572403
validation[          , genome  4490] predictions:    9660/  10000 (96.60%), best:    9702/10000 (97.02%), error:      1118.94995, best error:       982.10083 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.6507797241s, input_fired_time: 1.2171436548, output_fired_time: 1.0828773975, propagate_forward_time: 41.6195831299, propagate_backward_time: 63.6465606689, weight_update_time: 0.1420697123, other_time: 3.0846176147
epoch time: 8.8909645081s, input_fired_time: 0.1540822387, output_fired_time: 0.0000000000, propagate_forward_time: 8.2048845291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5319976807
validation[          , genome  4490] predictions:    9631/  10000 (96.31%), best:    9702/10000 (97.02%), error:      1147.42346, best error:       982.10083 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 109.3383712769s, input_fired_time: 1.2019680738, output_fired_time: 1.0625641346, propagate_forward_time: 41.0695877075, propagate_backward_time: 62.9581794739, weight_update_time: 0.1421259642, other_time: 3.0460777283
epoch time: 8.9628543854s, input_fired_time: 0.1524573416, output_fired_time: 0.0000000000, propagate_forward_time: 8.2719316483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384654999
validation[          , genome  4490] predictions:    9578/  10000 (95.78%), best:    9702/10000 (97.02%), error:      1441.30408, best error:       982.10083 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 110.0572128296s, input_fired_time: 1.2301805019, output_fired_time: 1.0614765882, propagate_forward_time: 41.3047676086, propagate_backward_time: 63.4314613342, weight_update_time: 0.1447399557, other_time: 3.0293235779
epoch time: 8.8367557526s, input_fired_time: 0.1524266601, output_fired_time: 0.0000000000, propagate_forward_time: 8.1467761993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375528336
validation[          , genome  4490] predictions:    9618/  10000 (96.18%), best:    9702/10000 (97.02%), error:      1210.41406, best error:       982.10083 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 108.9895095825s, input_fired_time: 1.2036225796, output_fired_time: 1.0540869236, propagate_forward_time: 40.9656028748, propagate_backward_time: 62.7273559570, weight_update_time: 0.1426344216, other_time: 3.0388488770
epoch time: 8.8847913742s, input_fired_time: 0.1540601552, output_fired_time: 0.0000000000, propagate_forward_time: 8.2003068924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5304241180
validation[          , genome  4490] predictions:    9680/  10000 (96.80%), best:    9702/10000 (97.02%), error:      1062.51379, best error:       982.10083 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 109.6738967896s, input_fired_time: 1.2184572220, output_fired_time: 1.0681556463, propagate_forward_time: 41.3112220764, propagate_backward_time: 63.0325660706, weight_update_time: 0.1530239433, other_time: 3.0434989929
epoch time: 8.9507427216s, input_fired_time: 0.1507523805, output_fired_time: 0.0000000000, propagate_forward_time: 8.2666664124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333242416
validation[          , genome  4490] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:       985.67822, best error:       982.10083 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 111.2520370483s, input_fired_time: 1.2171694040, output_fired_time: 1.0768618584, propagate_forward_time: 41.8400382996, propagate_backward_time: 64.0360870361, weight_update_time: 0.1479829550, other_time: 3.0818786621
epoch time: 9.1165599823s, input_fired_time: 0.1582042873, output_fired_time: 0.0000000000, propagate_forward_time: 8.4077196121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506362915
validation[          , genome  4490] predictions:    9691/  10000 (96.91%), best:    9702/10000 (97.02%), error:      1008.92438, best error:       982.10083 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.3355407715s, input_fired_time: 1.2042814493, output_fired_time: 1.0793265104, propagate_forward_time: 41.5179290771, propagate_backward_time: 63.4402770996, weight_update_time: 0.1442292780, other_time: 3.0937271118
epoch time: 8.9286556244s, input_fired_time: 0.1548975408, output_fired_time: 0.0000000000, propagate_forward_time: 8.2472457886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265121460
validation[          , genome  4490] predictions:    9627/  10000 (96.27%), best:    9702/10000 (97.02%), error:      1214.16919, best error:       982.10083 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.2085037231s, input_fired_time: 1.2161738873, output_fired_time: 1.0742630959, propagate_forward_time: 41.3255157471, propagate_backward_time: 63.5519027710, weight_update_time: 0.1443268508, other_time: 3.0406494141
epoch time: 8.9346284866s, input_fired_time: 0.1532246619, output_fired_time: 0.0000000000, propagate_forward_time: 8.2476568222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5337467194
validation[          , genome  4490] predictions:    9587/  10000 (95.87%), best:    9702/10000 (97.02%), error:      1297.90063, best error:       982.10083 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 109.3551330566s, input_fired_time: 1.2086789608, output_fired_time: 1.0649352074, propagate_forward_time: 41.0850448608, propagate_backward_time: 62.9557228088, weight_update_time: 0.1440576166, other_time: 3.0407524109
epoch time: 9.4343938828s, input_fired_time: 0.1766265631, output_fired_time: 0.0000000000, propagate_forward_time: 8.7228574753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349102020
validation[          , genome  4490] predictions:    9611/  10000 (96.11%), best:    9702/10000 (97.02%), error:      1284.13220, best error:       982.10083 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 109.5470657349s, input_fired_time: 1.2135522366, output_fired_time: 1.0640126467, propagate_forward_time: 41.1376037598, propagate_backward_time: 63.0648117065, weight_update_time: 0.1429312080, other_time: 3.0670852661
epoch time: 8.6764688492s, input_fired_time: 0.1521309614, output_fired_time: 0.0000000000, propagate_forward_time: 8.0050096512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5193281174
validation[          , genome  4490] predictions:    9679/  10000 (96.79%), best:    9702/10000 (97.02%), error:      1040.88110, best error:       982.10083 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.7096328735s, input_fired_time: 1.2012989521, output_fired_time: 1.0847122669, propagate_forward_time: 41.5840301514, propagate_backward_time: 63.7752418518, weight_update_time: 0.1410592347, other_time: 3.0643501282
epoch time: 8.9903106689s, input_fired_time: 0.1537039429, output_fired_time: 0.0000000000, propagate_forward_time: 8.3100824356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5265245438
validation[          , genome  4490] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:       962.14178, best error:       962.14178 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 109.7094116211s, input_fired_time: 1.2018326521, output_fired_time: 1.0774025917, propagate_forward_time: 41.1855316162, propagate_backward_time: 63.2152137756, weight_update_time: 0.1420396417, other_time: 3.0294303894
epoch time: 8.8177747726s, input_fired_time: 0.1547985673, output_fired_time: 0.0000000000, propagate_forward_time: 8.1389808655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239953995
validation[          , genome  4490] predictions:    9647/  10000 (96.47%), best:    9699/10000 (96.99%), error:      1145.81042, best error:       962.14178 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 109.6278610229s, input_fired_time: 1.2102326155, output_fired_time: 1.0721216202, propagate_forward_time: 41.1951408386, propagate_backward_time: 63.1308631897, weight_update_time: 0.1464726925, other_time: 3.0194969177
epoch time: 8.8504228592s, input_fired_time: 0.1543098986, output_fired_time: 0.0000000000, propagate_forward_time: 8.1758937836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202188492
validation[          , genome  4490] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       940.74878, best error:       940.74878 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 109.5661087036s, input_fired_time: 1.2021087408, output_fired_time: 1.0624196529, propagate_forward_time: 41.1169433594, propagate_backward_time: 63.1172370911, weight_update_time: 0.1430320144, other_time: 3.0674018860
epoch time: 8.9269762039s, input_fired_time: 0.1530674398, output_fired_time: 0.0000000000, propagate_forward_time: 8.2406072617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5333013535
validation[          , genome  4490] predictions:    9649/  10000 (96.49%), best:    9712/10000 (97.12%), error:      1187.04468, best error:       940.74878 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.2121810913s, input_fired_time: 1.2039861679, output_fired_time: 1.0692760944, propagate_forward_time: 41.3749008179, propagate_backward_time: 63.5258598328, weight_update_time: 0.1418050528, other_time: 3.0381584167
epoch time: 8.9820671082s, input_fired_time: 0.1634417772, output_fired_time: 0.0000000000, propagate_forward_time: 8.2785253525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401000977
validation[          , genome  4490] predictions:    9686/  10000 (96.86%), best:    9712/10000 (97.12%), error:      1032.34680, best error:       940.74878 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.3759918213s, input_fired_time: 1.2050706148, output_fired_time: 1.0755422115, propagate_forward_time: 41.4307441711, propagate_backward_time: 63.5989532471, weight_update_time: 0.1522798985, other_time: 3.0656890869
epoch time: 8.9453821182s, input_fired_time: 0.1543059349, output_fired_time: 0.0000000000, propagate_forward_time: 8.2558546066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352220535
validation[          , genome  4490] predictions:    9682/  10000 (96.82%), best:    9712/10000 (97.12%), error:      1012.46021, best error:       940.74878 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 109.4807662964s, input_fired_time: 1.2167059183, output_fired_time: 1.0640726089, propagate_forward_time: 41.1078758240, propagate_backward_time: 63.0224800110, weight_update_time: 0.1431154758, other_time: 3.0696372986
epoch time: 8.9235086441s, input_fired_time: 0.1553853750, output_fired_time: 0.0000000000, propagate_forward_time: 8.2394580841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286655426
validation[          , genome  4490] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       895.86523, best error:       895.86523 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.0714263916s, input_fired_time: 1.2067881823, output_fired_time: 1.0730305910, propagate_forward_time: 41.3244361877, propagate_backward_time: 63.4336967468, weight_update_time: 0.1445330530, other_time: 3.0334815979
epoch time: 8.9674615860s, input_fired_time: 0.1598938107, output_fired_time: 0.0000000000, propagate_forward_time: 8.2704162598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371513367
validation[          , genome  4490] predictions:    9683/  10000 (96.83%), best:    9730/10000 (97.30%), error:      1054.86694, best error:       895.86523 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 109.0881805420s, input_fired_time: 1.2027313709, output_fired_time: 1.0560172796, propagate_forward_time: 40.9445228577, propagate_backward_time: 62.8176155090, weight_update_time: 0.1430374384, other_time: 3.0673027039
epoch time: 8.9372949600s, input_fired_time: 0.1584186405, output_fired_time: 0.0000000000, propagate_forward_time: 8.2444648743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344114304
validation[          , genome  4490] predictions:    9692/  10000 (96.92%), best:    9730/10000 (97.30%), error:      1022.80536, best error:       895.86523 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 109.2918777466s, input_fired_time: 1.2020827532, output_fired_time: 1.0553996563, propagate_forward_time: 41.0542526245, propagate_backward_time: 62.9507827759, weight_update_time: 0.1419248879, other_time: 3.0293655396
epoch time: 8.8973293304s, input_fired_time: 0.1540886313, output_fired_time: 0.0000000000, propagate_forward_time: 8.2197265625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235137939
validation[          , genome  4490] predictions:    9698/  10000 (96.98%), best:    9730/10000 (97.30%), error:      1007.50897, best error:       895.86523 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 111.2109985352s, input_fired_time: 1.2141265869, output_fired_time: 1.0821653605, propagate_forward_time: 41.7205009460, propagate_backward_time: 64.0928878784, weight_update_time: 0.1532209218, other_time: 3.1013107300
epoch time: 9.1865663528s, input_fired_time: 0.1649766266, output_fired_time: 0.0000000000, propagate_forward_time: 8.4894771576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5321121216
validation[          , genome  4490] predictions:    9715/  10000 (97.15%), best:    9730/10000 (97.30%), error:       921.86017, best error:       895.86523 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 109.1781997681s, input_fired_time: 1.2084143162, output_fired_time: 1.0558308363, propagate_forward_time: 40.9638786316, propagate_backward_time: 62.8940238953, weight_update_time: 0.1429749280, other_time: 3.0560493469
epoch time: 8.8648147583s, input_fired_time: 0.1563862413, output_fired_time: 0.0000000000, propagate_forward_time: 8.1811752319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5272531509
validation[          , genome  4490] predictions:    9681/  10000 (96.81%), best:    9730/10000 (97.30%), error:      1023.63629, best error:       895.86523 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 109.3090057373s, input_fired_time: 1.2108396292, output_fired_time: 1.0852971077, propagate_forward_time: 41.0653610229, propagate_backward_time: 62.9078102112, weight_update_time: 0.1432835162, other_time: 3.0396995544
epoch time: 8.8994350433s, input_fired_time: 0.1570842713, output_fired_time: 0.0000000000, propagate_forward_time: 8.2140636444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5282869339
validation[          , genome  4490] predictions:    9722/  10000 (97.22%), best:    9730/10000 (97.30%), error:       923.44550, best error:       895.86523 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 109.6997604370s, input_fired_time: 1.2012174129, output_fired_time: 1.0565283298, propagate_forward_time: 41.1415443420, propagate_backward_time: 63.2933464050, weight_update_time: 0.1413087696, other_time: 3.0071296692
epoch time: 8.9367427826s, input_fired_time: 0.1535908580, output_fired_time: 0.0000000000, propagate_forward_time: 8.2534608841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296907425
validation[          , genome  4490] predictions:    9668/  10000 (96.68%), best:    9730/10000 (97.30%), error:      1090.56042, best error:       895.86523 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 109.3832855225s, input_fired_time: 1.2114919424, output_fired_time: 1.0694445372, propagate_forward_time: 41.0964469910, propagate_backward_time: 62.9621467590, weight_update_time: 0.1435963213, other_time: 3.0437583923
epoch time: 8.8891849518s, input_fired_time: 0.1556886584, output_fired_time: 0.0000000000, propagate_forward_time: 8.2057733536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277233124
validation[          , genome  4490] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       876.90100, best error:       876.90100 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 109.5256195068s, input_fired_time: 1.2251091003, output_fired_time: 1.0813684464, propagate_forward_time: 41.1019706726, propagate_backward_time: 63.0142745972, weight_update_time: 0.1424566656, other_time: 3.1028976440
epoch time: 9.1795167923s, input_fired_time: 0.1532847434, output_fired_time: 0.0000000000, propagate_forward_time: 8.4628181458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634136200
validation[          , genome  4490] predictions:    9724/  10000 (97.24%), best:    9725/10000 (97.25%), error:       903.64612, best error:       876.90100 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 109.1114501953s, input_fired_time: 1.2061958313, output_fired_time: 1.0493692160, propagate_forward_time: 41.0442924500, propagate_backward_time: 62.7838096619, weight_update_time: 0.1413732916, other_time: 3.0277900696
epoch time: 8.9425754547s, input_fired_time: 0.1522351503, output_fired_time: 0.0000000000, propagate_forward_time: 8.2579727173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5323677063
validation[          , genome  4490] predictions:    9509/  10000 (95.09%), best:    9725/10000 (97.25%), error:      1643.60400, best error:       876.90100 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.0111312866s, input_fired_time: 1.2241436243, output_fired_time: 1.0725229979, propagate_forward_time: 41.3106765747, propagate_backward_time: 63.4017219543, weight_update_time: 0.1414519399, other_time: 3.0020637512
epoch time: 9.0429382324s, input_fired_time: 0.1640778631, output_fired_time: 0.0000000000, propagate_forward_time: 8.3455762863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5332841873
validation[          , genome  4490] predictions:    9672/  10000 (96.72%), best:    9725/10000 (97.25%), error:      1070.30786, best error:       876.90100 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.9600524902s, input_fired_time: 1.2180842161, output_fired_time: 1.0647521019, propagate_forward_time: 40.7693519592, propagate_backward_time: 62.8781433105, weight_update_time: 0.1429525465, other_time: 3.0297241211
epoch time: 9.0043935776s, input_fired_time: 0.1631037593, output_fired_time: 0.0000000000, propagate_forward_time: 8.3229942322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182952881
validation[          , genome  4490] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1004.33545, best error:       876.90100 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 109.7706069946s, input_fired_time: 1.2041531801, output_fired_time: 1.0679278374, propagate_forward_time: 41.2938346863, propagate_backward_time: 63.2105751038, weight_update_time: 0.1458549798, other_time: 2.9941215515
epoch time: 8.9688596725s, input_fired_time: 0.1546172500, output_fired_time: 0.0000000000, propagate_forward_time: 8.2901096344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241327286
validation[          , genome  4490] predictions:    9670/  10000 (96.70%), best:    9725/10000 (97.25%), error:      1038.17395, best error:       876.90100 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.0705718994s, input_fired_time: 1.2229492664, output_fired_time: 1.1033319235, propagate_forward_time: 41.8045501709, propagate_backward_time: 63.8717689514, weight_update_time: 0.1524501145, other_time: 3.0679740906
epoch time: 8.8117885590s, input_fired_time: 0.1556267738, output_fired_time: 0.0000000000, propagate_forward_time: 8.1254930496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5306692123
validation[          , genome  4490] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       977.97632, best error:       876.90100 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.1211090088s, input_fired_time: 1.2132275105, output_fired_time: 1.0796004534, propagate_forward_time: 41.3756484985, propagate_backward_time: 63.4269332886, weight_update_time: 0.1415737867, other_time: 3.0257034302
epoch time: 8.7963685989s, input_fired_time: 0.1545820534, output_fired_time: 0.0000000000, propagate_forward_time: 8.1173381805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5244483948
validation[          , genome  4490] predictions:    9708/  10000 (97.08%), best:    9725/10000 (97.25%), error:       943.60785, best error:       876.90100 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 109.8454666138s, input_fired_time: 1.2347074747, output_fired_time: 1.0602211952, propagate_forward_time: 41.2283020020, propagate_backward_time: 63.2453994751, weight_update_time: 0.1451715976, other_time: 3.0768356323
epoch time: 9.0770368576s, input_fired_time: 0.1608468592, output_fired_time: 0.0000000000, propagate_forward_time: 8.3893356323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5268545151
validation[          , genome  4490] predictions:    9684/  10000 (96.84%), best:    9725/10000 (97.25%), error:      1016.65015, best error:       876.90100 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.1127166748s, input_fired_time: 1.2297854424, output_fired_time: 1.0802367926, propagate_forward_time: 41.3497161865, propagate_backward_time: 63.4225120544, weight_update_time: 0.1431601495, other_time: 3.0304679871
epoch time: 8.8378667831s, input_fired_time: 0.1551979184, output_fired_time: 0.0000000000, propagate_forward_time: 8.1576433182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250253677
validation[          , genome  4490] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       966.16113, best error:       876.90100 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 109.1568527222s, input_fired_time: 1.2122249603, output_fired_time: 1.0577080250, propagate_forward_time: 40.9920539856, propagate_backward_time: 62.8740921021, weight_update_time: 0.1421813220, other_time: 3.0207748413
epoch time: 8.9862203598s, input_fired_time: 0.1717065573, output_fired_time: 0.0000000000, propagate_forward_time: 8.2770557404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374584198
validation[          , genome  4490] predictions:    9708/  10000 (97.08%), best:    9725/10000 (97.25%), error:      1005.17542, best error:       876.90100 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 109.7756118774s, input_fired_time: 1.2263355255, output_fired_time: 1.0753999949, propagate_forward_time: 41.1934509277, propagate_backward_time: 63.1662597656, weight_update_time: 0.1442999095, other_time: 3.1141662598
epoch time: 9.0961084366s, input_fired_time: 0.1553500444, output_fired_time: 0.0000000000, propagate_forward_time: 8.3908691406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498895645
validation[          , genome  4490] predictions:    9683/  10000 (96.83%), best:    9725/10000 (97.25%), error:      1014.05566, best error:       876.90100 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 109.8311157227s, input_fired_time: 1.2243810892, output_fired_time: 1.0678571463, propagate_forward_time: 41.2176246643, propagate_backward_time: 63.2558517456, weight_update_time: 0.1497998089, other_time: 3.0654067993
epoch time: 8.9554290771s, input_fired_time: 0.1611369699, output_fired_time: 0.0000000000, propagate_forward_time: 8.2656583786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5286340714
validation[          , genome  4490] predictions:    9675/  10000 (96.75%), best:    9725/10000 (97.25%), error:      1032.47266, best error:       876.90100 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 109.8098983765s, input_fired_time: 1.2487344742, output_fired_time: 1.0690242052, propagate_forward_time: 41.1823425293, propagate_backward_time: 63.2136383057, weight_update_time: 0.1447857469, other_time: 3.0961608887
epoch time: 9.0259027481s, input_fired_time: 0.1559180915, output_fired_time: 0.0000000000, propagate_forward_time: 8.3326883316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372962952
validation[          , genome  4490] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       927.05609, best error:       876.90100 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 109.9352111816s, input_fired_time: 1.2174994946, output_fired_time: 1.0699160099, propagate_forward_time: 41.2193145752, propagate_backward_time: 63.3745994568, weight_update_time: 0.1420954317, other_time: 3.0538825989
epoch time: 8.9473886490s, input_fired_time: 0.1549353749, output_fired_time: 0.0000000000, propagate_forward_time: 8.2639770508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284757614
validation[          , genome  4490] predictions:    9630/  10000 (96.30%), best:    9725/10000 (97.25%), error:      1224.37427, best error:       876.90100 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 108.8590393066s, input_fired_time: 1.2235156298, output_fired_time: 1.0611380339, propagate_forward_time: 40.8523406982, propagate_backward_time: 62.6404876709, weight_update_time: 0.1502559483, other_time: 3.0815582275
epoch time: 9.1434068680s, input_fired_time: 0.1577327698, output_fired_time: 0.0000000000, propagate_forward_time: 8.4382228851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474510193
validation[          , genome  4490] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       946.45685, best error:       876.90100 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.3270568848s, input_fired_time: 1.2600578070, output_fired_time: 1.0639373064, propagate_forward_time: 41.8096237183, propagate_backward_time: 64.0776214600, weight_update_time: 0.1423123330, other_time: 3.1158218384
epoch time: 9.2034368515s, input_fired_time: 0.1635440737, output_fired_time: 0.0000000000, propagate_forward_time: 8.4939041138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5459890366
validation[          , genome  4490] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       986.31451, best error:       876.90100 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 109.6843109131s, input_fired_time: 1.2200022936, output_fired_time: 1.0640356541, propagate_forward_time: 41.1800842285, propagate_backward_time: 63.1620788574, weight_update_time: 0.1432602555, other_time: 3.0581130981
epoch time: 9.3755006790s, input_fired_time: 0.1616385281, output_fired_time: 0.0000000000, propagate_forward_time: 8.6711273193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5427350998
validation[          , genome  4490] predictions:    9692/  10000 (96.92%), best:    9725/10000 (97.25%), error:      1040.10010, best error:       876.90100 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 109.7591094971s, input_fired_time: 1.2173858881, output_fired_time: 1.0711263418, propagate_forward_time: 41.2746353149, propagate_backward_time: 63.1767311096, weight_update_time: 0.1418461353, other_time: 3.0192298889
epoch time: 8.9087696075s, input_fired_time: 0.1556193680, output_fired_time: 0.0000000000, propagate_forward_time: 8.2297248840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234251022
validation[          , genome  4490] predictions:    9681/  10000 (96.81%), best:    9725/10000 (97.25%), error:      1029.45032, best error:       876.90100 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.2205505371s, input_fired_time: 1.2236484289, output_fired_time: 1.0784649849, propagate_forward_time: 41.3207244873, propagate_backward_time: 63.5106735229, weight_update_time: 0.1485555917, other_time: 3.0870361328
epoch time: 8.9295673370s, input_fired_time: 0.1593794674, output_fired_time: 0.0000000000, propagate_forward_time: 8.2454357147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247526169
validation[          , genome  4490] predictions:    9569/  10000 (95.69%), best:    9725/10000 (97.25%), error:      1451.52869, best error:       876.90100 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 109.2677154541s, input_fired_time: 1.2150032520, output_fired_time: 1.0664213896, propagate_forward_time: 40.9747085571, propagate_backward_time: 62.9366264343, weight_update_time: 0.1480021477, other_time: 3.0749549866
epoch time: 8.9043855667s, input_fired_time: 0.1529836506, output_fired_time: 0.0000000000, propagate_forward_time: 8.2257118225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256900787
validation[          , genome  4490] predictions:    9553/  10000 (95.53%), best:    9725/10000 (97.25%), error:      1427.48584, best error:       876.90100 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.6653289795s, input_fired_time: 1.2377969027, output_fired_time: 1.0797095299, propagate_forward_time: 41.5221061707, propagate_backward_time: 63.7493019104, weight_update_time: 0.1423953772, other_time: 3.0764122009
epoch time: 8.9512367249s, input_fired_time: 0.1585589647, output_fired_time: 0.0000000000, propagate_forward_time: 8.2578563690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348215103
validation[          , genome  4490] predictions:    9702/  10000 (97.02%), best:    9725/10000 (97.25%), error:      1025.22314, best error:       876.90100 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 110.4259796143s, input_fired_time: 1.2275464535, output_fired_time: 1.0737657547, propagate_forward_time: 41.4807968140, propagate_backward_time: 63.5824279785, weight_update_time: 0.1479829550, other_time: 3.0614395142
epoch time: 8.9100694656s, input_fired_time: 0.1570887715, output_fired_time: 0.0000000000, propagate_forward_time: 8.2229099274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300703049
validation[          , genome  4490] predictions:    9676/  10000 (96.76%), best:    9725/10000 (97.25%), error:      1057.29565, best error:       876.90100 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 109.9950942993s, input_fired_time: 1.2140353918, output_fired_time: 1.0719338655, propagate_forward_time: 41.2931976318, propagate_backward_time: 63.3871307373, weight_update_time: 0.1418373734, other_time: 3.0287933350
epoch time: 8.7473154068s, input_fired_time: 0.1568651348, output_fired_time: 0.0000000000, propagate_forward_time: 8.0668020248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236482620
validation[          , genome  4490] predictions:    9669/  10000 (96.69%), best:    9725/10000 (97.25%), error:      1039.86365, best error:       876.90100 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 109.6471405029s, input_fired_time: 1.2103800774, output_fired_time: 1.0633780956, propagate_forward_time: 41.1610870361, propagate_backward_time: 63.1965484619, weight_update_time: 0.1413777173, other_time: 3.0157470703
epoch time: 8.7265377045s, input_fired_time: 0.1557697803, output_fired_time: 0.0000000000, propagate_forward_time: 8.0517711639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189971924
validation[          , genome  4490] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       962.61621, best error:       876.90100 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 109.7496414185s, input_fired_time: 1.2441811562, output_fired_time: 1.0691059828, propagate_forward_time: 41.1947212219, propagate_backward_time: 63.1896095276, weight_update_time: 0.1479758471, other_time: 3.0520286560
epoch time: 8.9454450607s, input_fired_time: 0.1557134390, output_fired_time: 0.0000000000, propagate_forward_time: 8.2640142441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257177353
validation[          , genome  4490] predictions:    9710/  10000 (97.10%), best:    9725/10000 (97.25%), error:       928.91486, best error:       876.90100 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 109.3816299438s, input_fired_time: 1.2358512878, output_fired_time: 1.0701990128, propagate_forward_time: 41.0467071533, propagate_backward_time: 62.9482307434, weight_update_time: 0.1434837133, other_time: 3.0806465149
epoch time: 9.2343273163s, input_fired_time: 0.1605142057, output_fired_time: 0.0000000000, propagate_forward_time: 8.5158777237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5579357147
validation[          , genome  4490] predictions:    9735/  10000 (97.35%), best:    9725/10000 (97.25%), error:       906.33942, best error:       876.90100 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 110.4024581909s, input_fired_time: 1.2182204723, output_fired_time: 1.0841090679, propagate_forward_time: 41.4366188049, propagate_backward_time: 63.6337585449, weight_update_time: 0.1408926845, other_time: 3.0297546387
epoch time: 8.9901933670s, input_fired_time: 0.1604460627, output_fired_time: 0.0000000000, propagate_forward_time: 8.3055620193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5241851807
validation[          , genome  4490] predictions:    9718/  10000 (97.18%), best:    9725/10000 (97.25%), error:       962.11292, best error:       876.90100 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 109.6869125366s, input_fired_time: 1.2289595604, output_fired_time: 1.0729279518, propagate_forward_time: 41.1377563477, propagate_backward_time: 63.2028312683, weight_update_time: 0.1435625851, other_time: 3.0444374084
epoch time: 8.9471807480s, input_fired_time: 0.1555143893, output_fired_time: 0.0000000000, propagate_forward_time: 8.2660684586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255975723
validation[          , genome  4490] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       970.65363, best error:       876.90100 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.3622970581s, input_fired_time: 1.2230044603, output_fired_time: 1.0683385134, propagate_forward_time: 41.9802284241, propagate_backward_time: 64.0465087891, weight_update_time: 0.1434743255, other_time: 3.0442199707
epoch time: 8.9414424896s, input_fired_time: 0.1596757174, output_fired_time: 0.0000000000, propagate_forward_time: 8.2438755035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378913879
validation[          , genome  4490] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       936.75012, best error:       876.90100 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 109.5472488403s, input_fired_time: 1.2326648235, output_fired_time: 1.0743935108, propagate_forward_time: 41.1665115356, propagate_backward_time: 63.0275878906, weight_update_time: 0.1424879283, other_time: 3.0460891724
epoch time: 8.9252462387s, input_fired_time: 0.1599886715, output_fired_time: 0.0000000000, propagate_forward_time: 8.2311563492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341014862
validation[          , genome  4490] predictions:    9739/  10000 (97.39%), best:    9725/10000 (97.25%), error:       911.35052, best error:       876.90100 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.1887359619s, input_fired_time: 1.2582372427, output_fired_time: 1.0752872229, propagate_forward_time: 41.3657951355, propagate_backward_time: 63.4187545776, weight_update_time: 0.1422260255, other_time: 3.0706558228
epoch time: 8.8069305420s, input_fired_time: 0.1589376777, output_fired_time: 0.0000000000, propagate_forward_time: 8.1215496063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264434814
validation[          , genome  4490] predictions:    9717/  10000 (97.17%), best:    9725/10000 (97.25%), error:       912.76520, best error:       876.90100 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 108.9546890259s, input_fired_time: 1.2245488167, output_fired_time: 1.0507886410, propagate_forward_time: 41.0175590515, propagate_backward_time: 62.6040916443, weight_update_time: 0.1422965080, other_time: 3.0576972961
epoch time: 8.9437007904s, input_fired_time: 0.1619910598, output_fired_time: 0.0000000000, propagate_forward_time: 8.2557182312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259914398
validation[          , genome  4490] predictions:    9711/  10000 (97.11%), best:    9725/10000 (97.25%), error:       939.51953, best error:       876.90100 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 109.2714996338s, input_fired_time: 1.2256073952, output_fired_time: 1.0724701881, propagate_forward_time: 41.0303230286, propagate_backward_time: 62.8918724060, weight_update_time: 0.1422060132, other_time: 3.0512275696
epoch time: 8.8852930069s, input_fired_time: 0.1544801742, output_fired_time: 0.0000000000, propagate_forward_time: 8.1967430115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340700150
validation[          , genome  4490] predictions:    9687/  10000 (96.87%), best:    9725/10000 (97.25%), error:      1051.19873, best error:       876.90100 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 108.8008956909s, input_fired_time: 1.2188798189, output_fired_time: 1.0578659773, propagate_forward_time: 40.8195877075, propagate_backward_time: 62.6564636230, weight_update_time: 0.1433245093, other_time: 3.0480957031
epoch time: 9.0290803909s, input_fired_time: 0.1641793251, output_fired_time: 0.0000000000, propagate_forward_time: 8.3389396667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5259609222
validation[          , genome  4490] predictions:    9741/  10000 (97.41%), best:    9725/10000 (97.25%), error:       883.84631, best error:       876.90100 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 109.7152175903s, input_fired_time: 1.2307577133, output_fired_time: 1.0676879883, propagate_forward_time: 41.1989822388, propagate_backward_time: 63.1688079834, weight_update_time: 0.1420111507, other_time: 3.0489807129
epoch time: 8.9144592285s, input_fired_time: 0.1629057229, output_fired_time: 0.0000000000, propagate_forward_time: 8.2300977707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5214557648
validation[          , genome  4490] predictions:    9707/  10000 (97.07%), best:    9725/10000 (97.25%), error:       957.70282, best error:       876.90100 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.2483825684s, input_fired_time: 1.2469002008, output_fired_time: 1.0826281309, propagate_forward_time: 41.8203506470, propagate_backward_time: 64.0471496582, weight_update_time: 0.1464851797, other_time: 3.0513534546
epoch time: 8.8579587936s, input_fired_time: 0.1592487842, output_fired_time: 0.0000000000, propagate_forward_time: 8.1690883636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296220779
validation[          , genome  4490] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       931.96265, best error:       876.90100 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 109.3993453979s, input_fired_time: 1.2419054508, output_fired_time: 1.0707355738, propagate_forward_time: 41.0277290344, propagate_backward_time: 63.0159225464, weight_update_time: 0.1423225403, other_time: 3.0430526733
epoch time: 8.9376811981s, input_fired_time: 0.1577062607, output_fired_time: 0.0000000000, propagate_forward_time: 8.2452449799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5347299576
validation[          , genome  4490] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       911.58148, best error:       876.90100 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.0972442627s, input_fired_time: 1.2247848511, output_fired_time: 1.0818783045, propagate_forward_time: 41.6996307373, propagate_backward_time: 64.0377426147, weight_update_time: 0.1515650600, other_time: 3.0532073975
epoch time: 8.9728002548s, input_fired_time: 0.1569319516, output_fired_time: 0.0000000000, propagate_forward_time: 8.2798662186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360021591
validation[          , genome  4490] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:       937.88098, best error:       876.90100 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 109.8870544434s, input_fired_time: 1.2293267250, output_fired_time: 1.0664839745, propagate_forward_time: 41.3084487915, propagate_backward_time: 63.2821769714, weight_update_time: 0.1426391900, other_time: 3.0006217957
epoch time: 8.9659309387s, input_fired_time: 0.1595412493, output_fired_time: 0.0000000000, propagate_forward_time: 8.2786340714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277557373
validation[          , genome  4490] predictions:    9729/  10000 (97.29%), best:    9725/10000 (97.25%), error:       944.47528, best error:       876.90100 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.0961761475s, input_fired_time: 1.2490072250, output_fired_time: 1.0846065283, propagate_forward_time: 41.2991371155, propagate_backward_time: 63.4185829163, weight_update_time: 0.1425455809, other_time: 3.0448417664
epoch time: 8.8679828644s, input_fired_time: 0.1598396748, output_fired_time: 0.0000000000, propagate_forward_time: 8.1775484085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5305948257
validation[          , genome  4490] predictions:    9729/  10000 (97.29%), best:    9725/10000 (97.25%), error:       914.40234, best error:       876.90100 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 110.7464294434s, input_fired_time: 1.2468999624, output_fired_time: 1.0789943933, propagate_forward_time: 41.5465202332, propagate_backward_time: 63.8252334595, weight_update_time: 0.1470698267, other_time: 3.0487747192
epoch time: 9.1621217728s, input_fired_time: 0.1658466458, output_fired_time: 0.0000000000, propagate_forward_time: 8.4399080276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563669205
validation[          , genome  4490] predictions:    9746/  10000 (97.46%), best:    9725/10000 (97.25%), error:       896.14246, best error:       876.90100 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 109.9401626587s, input_fired_time: 1.2324421406, output_fired_time: 1.0676661730, propagate_forward_time: 41.2058181763, propagate_backward_time: 63.3970451355, weight_update_time: 0.1429748088, other_time: 3.0371894836
epoch time: 8.8608436584s, input_fired_time: 0.1574489623, output_fired_time: 0.0000000000, propagate_forward_time: 8.1799411774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5234537125
validation[          , genome  4490] predictions:    9720/  10000 (97.20%), best:    9725/10000 (97.25%), error:      1005.90393, best error:       876.90100 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 110.1096191406s, input_fired_time: 1.2397527695, output_fired_time: 1.0704157352, propagate_forward_time: 41.4319267273, propagate_backward_time: 63.2766952515, weight_update_time: 0.1492446363, other_time: 3.0908279419
epoch time: 8.9247903824s, input_fired_time: 0.1615656614, output_fired_time: 0.0000000000, propagate_forward_time: 8.2282543182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5349702835
validation[          , genome  4490] predictions:    9726/  10000 (97.26%), best:    9725/10000 (97.25%), error:       914.81323, best error:       876.90100 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 108.8058700562s, input_fired_time: 1.2279760838, output_fired_time: 1.0530092716, propagate_forward_time: 40.8464736938, propagate_backward_time: 62.6259574890, weight_update_time: 0.1426745206, other_time: 3.0524559021
epoch time: 8.8905744553s, input_fired_time: 0.1579828262, output_fired_time: 0.0000000000, propagate_forward_time: 8.2009220123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316696167
validation[          , genome  4490] predictions:    9672/  10000 (96.72%), best:    9725/10000 (97.25%), error:      1107.07092, best error:       876.90100 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 108.7442321777s, input_fired_time: 1.2323685884, output_fired_time: 1.0584588051, propagate_forward_time: 40.7671012878, propagate_backward_time: 62.6306571960, weight_update_time: 0.1434492916, other_time: 3.0556526184
epoch time: 8.9841537476s, input_fired_time: 0.1573256552, output_fired_time: 0.0000000000, propagate_forward_time: 8.3056421280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211858749
validation[          , genome  4490] predictions:    9714/  10000 (97.14%), best:    9725/10000 (97.25%), error:       932.33051, best error:       876.90100 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 110.9120712280s, input_fired_time: 1.2426853180, output_fired_time: 1.0697872639, propagate_forward_time: 41.7134284973, propagate_backward_time: 63.8081512451, weight_update_time: 0.1476450861, other_time: 3.0780181885
epoch time: 9.1066751480s, input_fired_time: 0.1638252735, output_fired_time: 0.0000000000, propagate_forward_time: 8.4068126678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360374451
validation[          , genome  4490] predictions:    9741/  10000 (97.41%), best:    9725/10000 (97.25%), error:       905.55072, best error:       876.90100 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.2945327759s, input_fired_time: 1.2640796900, output_fired_time: 1.0637636185, propagate_forward_time: 41.4266510010, propagate_backward_time: 63.4869575500, weight_update_time: 0.1427602023, other_time: 3.0530815125
epoch time: 9.0183277130s, input_fired_time: 0.1578983516, output_fired_time: 0.0000000000, propagate_forward_time: 8.3325910568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5278387070
validation[          , genome  4490] predictions:    9705/  10000 (97.05%), best:    9725/10000 (97.25%), error:       966.86780, best error:       876.90100 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 110.7707901001s, input_fired_time: 1.2428909540, output_fired_time: 1.0741984844, propagate_forward_time: 41.6767578125, propagate_backward_time: 63.7814178467, weight_update_time: 0.1415598989, other_time: 2.9955291748
epoch time: 9.1856832504s, input_fired_time: 0.1645023376, output_fired_time: 0.0000000000, propagate_forward_time: 8.4811029434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400781631
validation[          , genome  4490] predictions:    9736/  10000 (97.36%), best:    9725/10000 (97.25%), error:       891.95978, best error:       876.90100 on epoch:    52, 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: 44.8575935364s, input_fired_time: 0.7756192088, output_fired_time: 0.0000000000, propagate_forward_time: 41.3215866089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7603874207
best training[          , genome  4490] predictions:   49295/  50000 (98.59%), best:    9725/10000 (97.25%), error:      2574.90894, best error:       876.90100 on epoch:    52, 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: 8.9056835175s, input_fired_time: 0.1556811482, output_fired_time: 0.0000000000, propagate_forward_time: 8.2154388428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5345630646
   testing[          , genome  4490] predictions:    9755/  10000 (97.55%), best:    9725/10000 (97.25%), error:       797.82574, best error:       876.90100 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:42:02 (3808): called boinc_finish(0)

</stderr_txt>
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