Nameexact_genome_1512568488_44_5816_0
Workunit2600384
Created7 Dec 2017, 16:33:57 UTC
Sent7 Dec 2017, 16:40:16 UTC
Report deadline13 Dec 2017, 6:44:50 UTC
Received9 Dec 2017, 7:56:11 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time3 hours 47 min 56 sec
CPU time3 hours 34 min 49 sec
Validate stateValid
Credit1,396.63
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.23 MB
Peak swap size153.60 MB
Peak disk usage1.76 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
8500490189
validation[          , genome  5816] predictions:    9553/  10000 (95.53%), best:    9634/10000 (96.34%), error:      1442.21570, best error:      1221.11316 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 127.6549224854s, input_fired_time: 1.6530077457, output_fired_time: 2.1519930363, propagate_forward_time: 47.1548233032, propagate_backward_time: 73.2155685425, weight_update_time: 0.1603094041, other_time: 3.4795303345
epoch time: 10.6333236694s, input_fired_time: 0.2564056218, output_fired_time: 0.0000000000, propagate_forward_time: 9.6857767105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911411285
validation[          , genome  5816] predictions:    9614/  10000 (96.14%), best:    9634/10000 (96.34%), error:      1284.35718, best error:      1221.11316 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.3274993896s, input_fired_time: 1.7188382149, output_fired_time: 1.9887148142, propagate_forward_time: 45.5571937561, propagate_backward_time: 69.6734695435, weight_update_time: 0.1642867327, other_time: 3.3892745972
epoch time: 9.8106222153s, input_fired_time: 0.1983862817, output_fired_time: 0.0000000000, propagate_forward_time: 9.0223350525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899009705
validation[          , genome  5816] predictions:    9498/  10000 (94.98%), best:    9634/10000 (96.34%), error:      1720.38977, best error:      1221.11316 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 134.2503356934s, input_fired_time: 1.7898615599, output_fired_time: 2.2172565460, propagate_forward_time: 49.9846115112, propagate_backward_time: 76.7932815552, weight_update_time: 0.1630283743, other_time: 3.4653320313
epoch time: 10.2332687378s, input_fired_time: 0.2502027750, output_fired_time: 0.0000000000, propagate_forward_time: 9.3620862961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6209793091
validation[          , genome  5816] predictions:    9623/  10000 (96.23%), best:    9634/10000 (96.34%), error:      1301.97559, best error:      1221.11316 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 119.3517303467s, input_fired_time: 1.6725891829, output_fired_time: 1.8855898380, propagate_forward_time: 44.5190734863, propagate_backward_time: 68.0485839844, weight_update_time: 0.1633316129, other_time: 3.2258911133
epoch time: 9.7379388809s, input_fired_time: 0.1989567727, output_fired_time: 0.0000000000, propagate_forward_time: 8.9407634735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982189178
validation[          , genome  5816] predictions:    9631/  10000 (96.31%), best:    9634/10000 (96.34%), error:      1269.20850, best error:      1221.11316 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 122.1908874512s, input_fired_time: 1.6676869392, output_fired_time: 1.9359047413, propagate_forward_time: 45.6514549255, propagate_backward_time: 69.6194839478, weight_update_time: 0.1632840782, other_time: 3.3163528442
epoch time: 16.2863483429s, input_fired_time: 0.2047411352, output_fired_time: 0.0000000000, propagate_forward_time: 11.2609634399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.8206443787
validation[          , genome  5816] predictions:    9524/  10000 (95.24%), best:    9634/10000 (96.34%), error:      1636.64734, best error:      1221.11316 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 126.0853729248s, input_fired_time: 1.7890703678, output_fired_time: 2.1146321297, propagate_forward_time: 47.1387748718, propagate_backward_time: 71.7866439819, weight_update_time: 0.1629094779, other_time: 3.2562484741
epoch time: 9.5755720139s, input_fired_time: 0.1983728260, output_fired_time: 0.0000000000, propagate_forward_time: 8.8001737595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770254135
validation[          , genome  5816] predictions:    9640/  10000 (96.40%), best:    9634/10000 (96.34%), error:      1226.08215, best error:      1221.11316 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 119.4792861938s, input_fired_time: 1.6618456841, output_fired_time: 1.8997095823, propagate_forward_time: 44.5983161926, propagate_backward_time: 68.0578689575, weight_update_time: 0.1642248929, other_time: 3.2615432739
epoch time: 9.7121477127s, input_fired_time: 0.2367180288, output_fired_time: 0.0000000000, propagate_forward_time: 8.8933410645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5820884705
validation[          , genome  5816] predictions:    9599/  10000 (95.99%), best:    9634/10000 (96.34%), error:      1277.98743, best error:      1221.11316 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 120.6493835449s, input_fired_time: 1.7166163921, output_fired_time: 1.9164226055, propagate_forward_time: 44.9599952698, propagate_backward_time: 68.7372894287, weight_update_time: 0.1633197665, other_time: 3.3190612793
epoch time: 16.1493148804s, input_fired_time: 0.3356913924, output_fired_time: 0.0000000000, propagate_forward_time: 14.8489980698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9646253586
validation[          , genome  5816] predictions:    9590/  10000 (95.90%), best:    9634/10000 (96.34%), error:      1345.66174, best error:      1221.11316 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 123.9512405396s, input_fired_time: 1.7485903502, output_fired_time: 1.8702868223, propagate_forward_time: 46.3296051025, propagate_backward_time: 70.6666412354, weight_update_time: 0.1630653292, other_time: 3.3361206055
epoch time: 10.1205825806s, input_fired_time: 0.2508980632, output_fired_time: 0.0000000000, propagate_forward_time: 9.2803106308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5893735886
validation[          , genome  5816] predictions:    9665/  10000 (96.65%), best:    9665/10000 (96.65%), error:      1141.77673, best error:      1141.77673 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 125.6734237671s, input_fired_time: 1.7172255516, output_fired_time: 1.8893240690, propagate_forward_time: 46.9976844788, propagate_backward_time: 71.6850509644, weight_update_time: 0.2124565393, other_time: 3.3841476440
epoch time: 11.0300750732s, input_fired_time: 0.2555460632, output_fired_time: 0.0000000000, propagate_forward_time: 10.1242036819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6503257751
validation[          , genome  5816] predictions:    9610/  10000 (96.10%), best:    9665/10000 (96.65%), error:      1265.87073, best error:      1141.77673 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 124.3374938965s, input_fired_time: 1.6992127895, output_fired_time: 2.0878560543, propagate_forward_time: 46.3291053772, propagate_backward_time: 70.8729705811, weight_update_time: 0.1629094183, other_time: 3.3483581543
epoch time: 11.5594301224s, input_fired_time: 0.2447136343, output_fired_time: 0.0000000000, propagate_forward_time: 10.7251234055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895929337
validation[          , genome  5816] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1129.93152, best error:      1129.93152 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 116.8337173462s, input_fired_time: 1.6393405199, output_fired_time: 1.8768056631, propagate_forward_time: 43.5309486389, propagate_backward_time: 66.6484146118, weight_update_time: 0.1624559611, other_time: 3.1382064819
epoch time: 11.9645700455s, input_fired_time: 0.2466349304, output_fired_time: 0.0000000000, propagate_forward_time: 11.0436573029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6742782593
validation[          , genome  5816] predictions:    9596/  10000 (95.96%), best:    9683/10000 (96.83%), error:      1319.67041, best error:      1129.93152 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 136.8209838867s, input_fired_time: 1.9297969341, output_fired_time: 2.1237628460, propagate_forward_time: 51.1075134277, propagate_backward_time: 78.2905120850, weight_update_time: 0.1657819450, other_time: 3.3694000244
epoch time: 17.4404315948s, input_fired_time: 0.2956294119, output_fired_time: 0.0000000000, propagate_forward_time: 16.1536197662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9911823273
validation[          , genome  5816] predictions:    9672/  10000 (96.72%), best:    9672/10000 (96.72%), error:      1098.39160, best error:      1098.39160 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 123.4271011353s, input_fired_time: 1.7105640173, output_fired_time: 1.9389805794, propagate_forward_time: 45.9774513245, propagate_backward_time: 70.4864959717, weight_update_time: 0.1636193395, other_time: 3.3136138916
epoch time: 10.7944402695s, input_fired_time: 0.2488765419, output_fired_time: 0.0000000000, propagate_forward_time: 9.9561290741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894346237
validation[          , genome  5816] predictions:    9661/  10000 (96.61%), best:    9672/10000 (96.72%), error:      1115.04663, best error:      1098.39160 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 130.0945434570s, input_fired_time: 1.9316209555, output_fired_time: 2.1109623909, propagate_forward_time: 48.2057266235, propagate_backward_time: 74.3772048950, weight_update_time: 0.1636360884, other_time: 3.4690246582
epoch time: 9.5740175247s, input_fired_time: 0.2046010345, output_fired_time: 0.0000000000, propagate_forward_time: 8.7853822708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840339661
validation[          , genome  5816] predictions:    9619/  10000 (96.19%), best:    9672/10000 (96.72%), error:      1281.10071, best error:      1098.39160 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 117.6876068115s, input_fired_time: 1.6385918856, output_fired_time: 1.8601886034, propagate_forward_time: 43.8322181702, propagate_backward_time: 67.1740036011, weight_update_time: 0.1625325084, other_time: 3.1825942993
epoch time: 9.7148485184s, input_fired_time: 0.2090949714, output_fired_time: 0.0000000000, propagate_forward_time: 8.9168300629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889234543
validation[          , genome  5816] predictions:    9702/  10000 (97.02%), best:    9702/10000 (97.02%), error:      1058.06885, best error:      1058.06885 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 120.1911773682s, input_fired_time: 1.6954010725, output_fired_time: 2.0223002434, propagate_forward_time: 44.7384071350, propagate_backward_time: 68.3794097900, weight_update_time: 0.2082119286, other_time: 3.3556518555
epoch time: 9.7248563766s, input_fired_time: 0.2012657076, output_fired_time: 0.0000000000, propagate_forward_time: 8.9400701523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835208893
validation[          , genome  5816] predictions:    9654/  10000 (96.54%), best:    9702/10000 (97.02%), error:      1169.05640, best error:      1058.06885 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.2271347046s, input_fired_time: 1.7706085443, output_fired_time: 1.9295759201, propagate_forward_time: 45.6294250488, propagate_backward_time: 69.5825881958, weight_update_time: 0.1643225253, other_time: 3.3149414063
epoch time: 12.0815029144s, input_fired_time: 0.3911411762, output_fired_time: 0.0000000000, propagate_forward_time: 10.9585838318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7317781448
validation[          , genome  5816] predictions:    9554/  10000 (95.54%), best:    9702/10000 (97.02%), error:      1487.66064, best error:      1058.06885 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 118.9380035400s, input_fired_time: 1.6865245104, output_fired_time: 1.8980360031, propagate_forward_time: 44.3031463623, propagate_backward_time: 67.8509902954, weight_update_time: 0.1634195447, other_time: 3.1993103027
epoch time: 15.2202987671s, input_fired_time: 0.3879754245, output_fired_time: 0.0000000000, propagate_forward_time: 13.9695644379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8627586365
validation[          , genome  5816] predictions:    9350/  10000 (93.50%), best:    9702/10000 (97.02%), error:      2034.48169, best error:      1058.06885 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.4305648804s, input_fired_time: 1.7657812834, output_fired_time: 1.9068324566, propagate_forward_time: 44.8816986084, propagate_backward_time: 68.5753097534, weight_update_time: 0.1621275544, other_time: 3.3009490967
epoch time: 12.9278402328s, input_fired_time: 0.3431716859, output_fired_time: 0.0000000000, propagate_forward_time: 11.9010362625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836318970
validation[          , genome  5816] predictions:    9548/  10000 (95.48%), best:    9702/10000 (97.02%), error:      1526.46558, best error:      1058.06885 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 121.5372467041s, input_fired_time: 1.8097609282, output_fired_time: 1.9336774349, propagate_forward_time: 45.2314262390, propagate_backward_time: 69.2439117432, weight_update_time: 0.1632978320, other_time: 3.3184661865
epoch time: 10.2684221268s, input_fired_time: 0.2057146728, output_fired_time: 0.0000000000, propagate_forward_time: 9.4815435410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811643600
validation[          , genome  5816] predictions:    9666/  10000 (96.66%), best:    9702/10000 (97.02%), error:      1122.31287, best error:      1058.06885 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 118.9402770996s, input_fired_time: 1.6701351404, output_fired_time: 1.9146872759, propagate_forward_time: 44.2948074341, propagate_backward_time: 67.8507614136, weight_update_time: 0.1630387455, other_time: 3.2098846436
epoch time: 13.2490272522s, input_fired_time: 0.2812962234, output_fired_time: 0.0000000000, propagate_forward_time: 11.1640558243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8036756516
validation[          , genome  5816] predictions:    9654/  10000 (96.54%), best:    9702/10000 (97.02%), error:      1178.20862, best error:      1058.06885 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 126.4502792358s, input_fired_time: 1.6610431671, output_fired_time: 2.0196859837, propagate_forward_time: 46.8563385010, propagate_backward_time: 72.5896453857, weight_update_time: 0.1626330316, other_time: 3.3235702515
epoch time: 12.0416793823s, input_fired_time: 0.2481825203, output_fired_time: 0.0000000000, propagate_forward_time: 11.1702394485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232576370
validation[          , genome  5816] predictions:    9617/  10000 (96.17%), best:    9702/10000 (97.02%), error:      1350.07031, best error:      1058.06885 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.2152328491s, input_fired_time: 1.6821210384, output_fired_time: 1.9016741514, propagate_forward_time: 44.4827384949, propagate_backward_time: 67.9204635620, weight_update_time: 0.1680917293, other_time: 3.2282333374
epoch time: 13.0218048096s, input_fired_time: 0.2526553273, output_fired_time: 0.0000000000, propagate_forward_time: 12.0283288956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7408208847
validation[          , genome  5816] predictions:    9662/  10000 (96.62%), best:    9702/10000 (97.02%), error:      1161.87720, best error:      1058.06885 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 120.5058135986s, input_fired_time: 1.7312358618, output_fired_time: 1.9521169662, propagate_forward_time: 44.9346885681, propagate_backward_time: 68.6691131592, weight_update_time: 0.1642848849, other_time: 3.2186584473
epoch time: 13.0359582901s, input_fired_time: 0.2960759699, output_fired_time: 0.0000000000, propagate_forward_time: 12.0575284958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6823539734
validation[          , genome  5816] predictions:    9671/  10000 (96.71%), best:    9702/10000 (97.02%), error:      1099.29968, best error:      1058.06885 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.5587387085s, input_fired_time: 1.7074533701, output_fired_time: 1.9258737564, propagate_forward_time: 45.0096702576, propagate_backward_time: 68.6890487671, weight_update_time: 0.1627611816, other_time: 3.2266921997
epoch time: 13.2107257843s, input_fired_time: 0.2013257891, output_fired_time: 0.0000000000, propagate_forward_time: 12.4160432816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5933570862
validation[          , genome  5816] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1034.85413, best error:      1034.85413 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.0986251831s, input_fired_time: 1.6620190144, output_fired_time: 1.8845196962, propagate_forward_time: 44.4629364014, propagate_backward_time: 67.9221115112, weight_update_time: 0.1628150940, other_time: 3.1670379639
epoch time: 9.9636754990s, input_fired_time: 0.2035924047, output_fired_time: 0.0000000000, propagate_forward_time: 9.1737356186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863475800
validation[          , genome  5816] predictions:    9435/  10000 (94.35%), best:    9682/10000 (96.82%), error:      1824.12244, best error:      1034.85413 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.2014617920s, input_fired_time: 1.6663258076, output_fired_time: 1.8789247274, propagate_forward_time: 44.0098648071, propagate_backward_time: 67.4619903564, weight_update_time: 0.1628700495, other_time: 3.1843566895
epoch time: 15.4960870743s, input_fired_time: 0.4352451563, output_fired_time: 0.0000000000, propagate_forward_time: 14.3208780289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7399635315
validation[          , genome  5816] predictions:    9522/  10000 (95.22%), best:    9682/10000 (96.82%), error:      1571.20251, best error:      1034.85413 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.4226531982s, input_fired_time: 1.8730590343, output_fired_time: 1.9695792198, propagate_forward_time: 46.2787322998, propagate_backward_time: 70.8226394653, weight_update_time: 0.1630272567, other_time: 3.4786376953
epoch time: 15.7749090195s, input_fired_time: 0.2450620979, output_fired_time: 0.0000000000, propagate_forward_time: 14.5387153625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9911317825
validation[          , genome  5816] predictions:    9640/  10000 (96.40%), best:    9682/10000 (96.82%), error:      1208.91663, best error:      1034.85413 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 125.8234481812s, input_fired_time: 1.8414930105, output_fired_time: 2.1568851471, propagate_forward_time: 46.9275398254, propagate_backward_time: 71.4346313477, weight_update_time: 0.1622749120, other_time: 3.4629058838
epoch time: 9.4984397888s, input_fired_time: 0.2065923810, output_fired_time: 0.0000000000, propagate_forward_time: 8.7104949951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5813522339
validation[          , genome  5816] predictions:    9626/  10000 (96.26%), best:    9682/10000 (96.82%), error:      1269.05164, best error:      1034.85413 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 125.5879287720s, input_fired_time: 1.8385639191, output_fired_time: 1.9199582338, propagate_forward_time: 46.8986968994, propagate_backward_time: 71.5917587280, weight_update_time: 0.1627635807, other_time: 3.3389511108
epoch time: 11.6653671265s, input_fired_time: 0.3422951698, output_fired_time: 0.0000000000, propagate_forward_time: 10.5376863480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7853860855
validation[          , genome  5816] predictions:    9691/  10000 (96.91%), best:    9682/10000 (96.82%), error:      1049.68665, best error:      1034.85413 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 134.5895996094s, input_fired_time: 1.8358588219, output_fired_time: 2.1637282372, propagate_forward_time: 50.5461273193, propagate_backward_time: 76.6036300659, weight_update_time: 0.2097896188, other_time: 3.4402542114
epoch time: 13.3695125580s, input_fired_time: 0.3027475774, output_fired_time: 0.0000000000, propagate_forward_time: 12.2510023117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8157625198
validation[          , genome  5816] predictions:    9624/  10000 (96.24%), best:    9682/10000 (96.82%), error:      1237.98181, best error:      1034.85413 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 122.0005950928s, input_fired_time: 1.6867167950, output_fired_time: 1.9398833513, propagate_forward_time: 45.4450836182, propagate_backward_time: 69.7216720581, weight_update_time: 0.1626414359, other_time: 3.2072448730
epoch time: 12.3603744507s, input_fired_time: 0.2244758159, output_fired_time: 0.0000000000, propagate_forward_time: 11.4574699402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6784286499
validation[          , genome  5816] predictions:    9617/  10000 (96.17%), best:    9682/10000 (96.82%), error:      1234.90186, best error:      1034.85413 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 126.7584991455s, input_fired_time: 1.8597099781, output_fired_time: 2.0350177288, propagate_forward_time: 47.2101173401, propagate_backward_time: 72.2262344360, weight_update_time: 0.1643325686, other_time: 3.4274215698
epoch time: 9.5840282440s, input_fired_time: 0.2047069222, output_fired_time: 0.0000000000, propagate_forward_time: 8.7932033539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861177444
validation[          , genome  5816] predictions:    9661/  10000 (96.61%), best:    9682/10000 (96.82%), error:      1104.47742, best error:      1034.85413 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 121.9303512573s, input_fired_time: 1.7509784698, output_fired_time: 1.9297584295, propagate_forward_time: 45.5368576050, propagate_backward_time: 69.5351943970, weight_update_time: 0.1627831459, other_time: 3.1775665283
epoch time: 12.7532510757s, input_fired_time: 0.3581956029, output_fired_time: 0.0000000000, propagate_forward_time: 11.7384538651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6566019058
validation[          , genome  5816] predictions:    9692/  10000 (96.92%), best:    9692/10000 (96.92%), error:      1008.89752, best error:      1008.89752 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 123.5226898193s, input_fired_time: 1.7697131634, output_fired_time: 1.9165239334, propagate_forward_time: 45.7438011169, propagate_backward_time: 70.8074722290, weight_update_time: 0.1636399925, other_time: 3.2851791382
epoch time: 10.0221595764s, input_fired_time: 0.2513991296, output_fired_time: 0.0000000000, propagate_forward_time: 9.1840867996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866737366
validation[          , genome  5816] predictions:    9647/  10000 (96.47%), best:    9692/10000 (96.92%), error:      1156.78394, best error:      1008.89752 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.4800262451s, input_fired_time: 1.6616612673, output_fired_time: 1.9165252447, propagate_forward_time: 44.5530700684, propagate_backward_time: 69.1674880981, weight_update_time: 0.1626256704, other_time: 3.1812820435
epoch time: 9.7398414612s, input_fired_time: 0.2063867599, output_fired_time: 0.0000000000, propagate_forward_time: 8.9501256943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833292007
validation[          , genome  5816] predictions:    9529/  10000 (95.29%), best:    9692/10000 (96.92%), error:      1555.92920, best error:      1008.89752 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.8501663208s, input_fired_time: 1.6810663939, output_fired_time: 1.9369965792, propagate_forward_time: 44.7763824463, propagate_backward_time: 68.1943893433, weight_update_time: 0.1706940681, other_time: 3.2613296509
epoch time: 14.9312896729s, input_fired_time: 0.2976428568, output_fired_time: 0.0000000000, propagate_forward_time: 13.8200349808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8136119843
validation[          , genome  5816] predictions:    9657/  10000 (96.57%), best:    9692/10000 (96.92%), error:      1137.39978, best error:      1008.89752 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.3759002686s, input_fired_time: 1.7069890499, output_fired_time: 1.8737343550, propagate_forward_time: 44.4400596619, propagate_backward_time: 68.1538848877, weight_update_time: 0.1625448614, other_time: 3.2012329102
epoch time: 9.5014839172s, input_fired_time: 0.2009839267, output_fired_time: 0.0000000000, propagate_forward_time: 8.7227439880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777559280
validation[          , genome  5816] predictions:    9686/  10000 (96.86%), best:    9692/10000 (96.92%), error:      1021.73187, best error:      1008.89752 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 122.5006790161s, input_fired_time: 1.6600298882, output_fired_time: 1.9667035341, propagate_forward_time: 45.6080551147, propagate_backward_time: 69.9017486572, weight_update_time: 0.1627100706, other_time: 3.3641433716
epoch time: 13.1890115738s, input_fired_time: 0.3265296817, output_fired_time: 0.0000000000, propagate_forward_time: 11.9473314285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9151506424
validation[          , genome  5816] predictions:    9675/  10000 (96.75%), best:    9692/10000 (96.92%), error:      1052.73169, best error:      1008.89752 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 121.1776428223s, input_fired_time: 1.7314161062, output_fired_time: 1.9047267437, propagate_forward_time: 45.1422119141, propagate_backward_time: 69.1243591309, weight_update_time: 0.1638184041, other_time: 3.2749328613
epoch time: 10.4327087402s, input_fired_time: 0.2060968876, output_fired_time: 0.0000000000, propagate_forward_time: 9.6414813995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851306915
validation[          , genome  5816] predictions:    9614/  10000 (96.14%), best:    9692/10000 (96.92%), error:      1254.86890, best error:      1008.89752 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.8505172729s, input_fired_time: 1.6792521477, output_fired_time: 1.9114205837, propagate_forward_time: 46.3206291199, propagate_backward_time: 69.4053268433, weight_update_time: 0.1629260033, other_time: 3.5338821411
epoch time: 15.7546701431s, input_fired_time: 0.2029017955, output_fired_time: 0.0000000000, propagate_forward_time: 14.7609109879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7908573151
validation[          , genome  5816] predictions:    9552/  10000 (95.52%), best:    9692/10000 (96.92%), error:      1514.56458, best error:      1008.89752 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 121.5481643677s, input_fired_time: 1.6852306128, output_fired_time: 1.8909837008, propagate_forward_time: 45.4430274963, propagate_backward_time: 69.3107376099, weight_update_time: 0.1640204489, other_time: 3.2181777954
epoch time: 9.8464107513s, input_fired_time: 0.2042930424, output_fired_time: 0.0000000000, propagate_forward_time: 9.0573673248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5847501755
validation[          , genome  5816] predictions:    9668/  10000 (96.68%), best:    9692/10000 (96.92%), error:      1095.22339, best error:      1008.89752 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 118.3502197266s, input_fired_time: 1.6742360592, output_fired_time: 1.8875470161, propagate_forward_time: 43.8922271729, propagate_backward_time: 67.6405105591, weight_update_time: 0.1625810862, other_time: 3.2556991577
epoch time: 12.2105388641s, input_fired_time: 0.3336092830, output_fired_time: 0.0000000000, propagate_forward_time: 11.2537879944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6231412888
validation[          , genome  5816] predictions:    9653/  10000 (96.53%), best:    9692/10000 (96.92%), error:      1149.70117, best error:      1008.89752 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 123.1044769287s, input_fired_time: 1.6472555399, output_fired_time: 1.8565224409, propagate_forward_time: 49.3349075317, propagate_backward_time: 67.0754776001, weight_update_time: 0.1619497240, other_time: 3.1903152466
epoch time: 18.1846179962s, input_fired_time: 0.2019397467, output_fired_time: 0.0000000000, propagate_forward_time: 17.2666320801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7160453796
validation[          , genome  5816] predictions:    9644/  10000 (96.44%), best:    9692/10000 (96.92%), error:      1132.74841, best error:      1008.89752 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 118.3097991943s, input_fired_time: 1.6892704964, output_fired_time: 1.8574106693, propagate_forward_time: 44.0182571411, propagate_backward_time: 67.5536956787, weight_update_time: 0.1627810150, other_time: 3.1911621094
epoch time: 15.1886415482s, input_fired_time: 0.4644368291, output_fired_time: 0.0000000000, propagate_forward_time: 13.7047119141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0194931030
validation[          , genome  5816] predictions:    9654/  10000 (96.54%), best:    9692/10000 (96.92%), error:      1077.82813, best error:      1008.89752 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 128.7397613525s, input_fired_time: 1.7127803564, output_fired_time: 1.9216393232, propagate_forward_time: 45.7608337402, propagate_backward_time: 76.0744628906, weight_update_time: 0.1627137959, other_time: 3.2700424194
epoch time: 10.0465002060s, input_fired_time: 0.2057886422, output_fired_time: 0.0000000000, propagate_forward_time: 9.2454910278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952205658
validation[          , genome  5816] predictions:    9682/  10000 (96.82%), best:    9692/10000 (96.92%), error:      1030.65161, best error:      1008.89752 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 125.1702117920s, input_fired_time: 1.7688988447, output_fired_time: 1.9361268282, propagate_forward_time: 46.9868965149, propagate_backward_time: 71.1987152100, weight_update_time: 0.1638557613, other_time: 3.2795715332
epoch time: 11.7331266403s, input_fired_time: 0.2373874635, output_fired_time: 0.0000000000, propagate_forward_time: 10.8272876740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6684513092
validation[          , genome  5816] predictions:    9695/  10000 (96.95%), best:    9692/10000 (96.92%), error:      1014.30627, best error:      1008.89752 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.6924972534s, input_fired_time: 1.7178891897, output_fired_time: 1.9352231026, propagate_forward_time: 44.9214210510, propagate_backward_time: 68.8334960938, weight_update_time: 0.1643462181, other_time: 3.2844696045
epoch time: 9.9521026611s, input_fired_time: 0.2063548267, output_fired_time: 0.0000000000, propagate_forward_time: 9.1337327957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120147705
validation[          , genome  5816] predictions:    9688/  10000 (96.88%), best:    9692/10000 (96.92%), error:      1022.03461, best error:      1008.89752 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 112.2502212524s, input_fired_time: 1.6819019318, output_fired_time: 1.8396371603, propagate_forward_time: 41.1832008362, propagate_backward_time: 64.3515853882, weight_update_time: 0.1601198316, other_time: 3.1939010620
epoch time: 16.6591854095s, input_fired_time: 0.2000273764, output_fired_time: 0.0000000000, propagate_forward_time: 15.8800506592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791072845
validation[          , genome  5816] predictions:    9679/  10000 (96.79%), best:    9692/10000 (96.92%), error:      1095.04175, best error:      1008.89752 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.2180862427s, input_fired_time: 1.6660804749, output_fired_time: 1.8692079782, propagate_forward_time: 44.3926506042, propagate_backward_time: 67.8933868408, weight_update_time: 0.1628619879, other_time: 5.3967590332
epoch time: 13.5162210464s, input_fired_time: 0.2471372634, output_fired_time: 0.0000000000, propagate_forward_time: 12.3254680634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9436159134
validation[          , genome  5816] predictions:    9694/  10000 (96.94%), best:    9692/10000 (96.92%), error:      1033.69812, best error:      1008.89752 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 119.7388305664s, input_fired_time: 1.6927853823, output_fired_time: 1.8957625628, propagate_forward_time: 44.5843429565, propagate_backward_time: 68.2755432129, weight_update_time: 0.1632685959, other_time: 3.2903976440
epoch time: 10.0280351639s, input_fired_time: 0.2070900947, output_fired_time: 0.0000000000, propagate_forward_time: 9.1945590973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6263856888
validation[          , genome  5816] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       962.86584, best error:       962.86584 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.1518783569s, input_fired_time: 1.7086787224, output_fired_time: 1.9027121067, propagate_forward_time: 44.7257575989, propagate_backward_time: 68.5548019409, weight_update_time: 0.1634024829, other_time: 3.2599258423
epoch time: 11.0482969284s, input_fired_time: 0.2045671195, output_fired_time: 0.0000000000, propagate_forward_time: 10.2601413727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835886002
validation[          , genome  5816] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       937.10040, best error:       937.10040 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 136.4423065186s, input_fired_time: 1.6625540257, output_fired_time: 1.8647495508, propagate_forward_time: 54.3055877686, propagate_backward_time: 75.3434295654, weight_update_time: 0.1624433100, other_time: 3.2659912109
epoch time: 9.4861154556s, input_fired_time: 0.2014054954, output_fired_time: 0.0000000000, propagate_forward_time: 8.7061080933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786018372
validation[          , genome  5816] predictions:    9666/  10000 (96.66%), best:    9719/10000 (97.19%), error:      1072.05408, best error:       937.10040 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 120.4571609497s, input_fired_time: 1.7262878418, output_fired_time: 1.8705530167, propagate_forward_time: 44.8529815674, propagate_backward_time: 68.7787475586, weight_update_time: 0.1625193655, other_time: 3.2285919189
epoch time: 11.5212221146s, input_fired_time: 0.2434577793, output_fired_time: 0.0000000000, propagate_forward_time: 10.5616464615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7161178589
validation[          , genome  5816] predictions:    9668/  10000 (96.68%), best:    9719/10000 (97.19%), error:      1080.40845, best error:       937.10040 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 128.3597259521s, input_fired_time: 1.7683507204, output_fired_time: 1.9414198399, propagate_forward_time: 48.0043945313, propagate_backward_time: 73.2607345581, weight_update_time: 0.1628856957, other_time: 3.3848266602
epoch time: 9.6315326691s, input_fired_time: 0.2033402771, output_fired_time: 0.0000000000, propagate_forward_time: 8.8446788788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835132599
validation[          , genome  5816] predictions:    9711/  10000 (97.11%), best:    9719/10000 (97.19%), error:       974.12335, best error:       937.10040 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.2961349487s, input_fired_time: 1.6686909199, output_fired_time: 1.8909912109, propagate_forward_time: 44.2124977112, propagate_backward_time: 67.3236618042, weight_update_time: 0.1628821045, other_time: 3.2002944946
epoch time: 11.5803661346s, input_fired_time: 0.2049624175, output_fired_time: 0.0000000000, propagate_forward_time: 10.7533864975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220169067
validation[          , genome  5816] predictions:    9646/  10000 (96.46%), best:    9719/10000 (97.19%), error:      1244.67053, best error:       937.10040 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.2627716064s, input_fired_time: 1.7338163853, output_fired_time: 1.9238474369, propagate_forward_time: 45.1696434021, propagate_backward_time: 69.1134338379, weight_update_time: 0.1707537323, other_time: 3.3220214844
epoch time: 9.5402545929s, input_fired_time: 0.2022447288, output_fired_time: 0.0000000000, propagate_forward_time: 8.7468910217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5911188126
validation[          , genome  5816] predictions:    9711/  10000 (97.11%), best:    9719/10000 (97.19%), error:       963.09021, best error:       937.10040 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.7215881348s, input_fired_time: 1.7170132399, output_fired_time: 2.0187346935, propagate_forward_time: 44.8514709473, propagate_backward_time: 68.8313293457, weight_update_time: 0.1950823218, other_time: 3.3030395508
epoch time: 12.3952426910s, input_fired_time: 0.2690701485, output_fired_time: 0.0000000000, propagate_forward_time: 11.3038606644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8223123550
validation[          , genome  5816] predictions:    9717/  10000 (97.17%), best:    9719/10000 (97.19%), error:       977.31177, best error:       937.10040 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 115.2316894531s, input_fired_time: 1.7537691593, output_fired_time: 1.9217827320, propagate_forward_time: 41.7952156067, propagate_backward_time: 66.2532043457, weight_update_time: 0.1553482562, other_time: 3.5077209473
epoch time: 9.8783540726s, input_fired_time: 0.2077568471, output_fired_time: 0.0000000000, propagate_forward_time: 9.0379171371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6326799393
validation[          , genome  5816] predictions:    9717/  10000 (97.17%), best:    9719/10000 (97.19%), error:      1012.41632, best error:       937.10040 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 125.2128067017s, input_fired_time: 1.7361959219, output_fired_time: 2.0105929375, propagate_forward_time: 46.7321548462, propagate_backward_time: 71.4518127441, weight_update_time: 0.1628835797, other_time: 3.2820510864
epoch time: 12.7407913208s, input_fired_time: 0.3638800681, output_fired_time: 0.0000000000, propagate_forward_time: 11.5007715225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8761396408
validation[          , genome  5816] predictions:    9643/  10000 (96.43%), best:    9719/10000 (97.19%), error:      1162.09595, best error:       937.10040 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.1957244873s, input_fired_time: 1.6881309748, output_fired_time: 1.8873416185, propagate_forward_time: 44.7612304688, propagate_backward_time: 68.5620193481, weight_update_time: 0.1665049791, other_time: 3.2969970703
epoch time: 10.2693691254s, input_fired_time: 0.2093817294, output_fired_time: 0.0000000000, propagate_forward_time: 9.4308004379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6291866302
validation[          , genome  5816] predictions:    9672/  10000 (96.72%), best:    9719/10000 (97.19%), error:      1113.03796, best error:       937.10040 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.5595703125s, input_fired_time: 1.6812039614, output_fired_time: 1.8851870298, propagate_forward_time: 44.1043281555, propagate_backward_time: 67.6668701172, weight_update_time: 0.1638268381, other_time: 3.2219848633
epoch time: 13.8564443588s, input_fired_time: 0.3010946214, output_fired_time: 0.0000000000, propagate_forward_time: 12.7763328552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7790164948
validation[          , genome  5816] predictions:    9661/  10000 (96.61%), best:    9719/10000 (97.19%), error:      1120.48328, best error:       937.10040 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 123.0067825317s, input_fired_time: 1.7282770872, output_fired_time: 1.9091315269, propagate_forward_time: 45.8521804810, propagate_backward_time: 70.1163177490, weight_update_time: 0.1639476866, other_time: 3.4008712769
epoch time: 10.1807632446s, input_fired_time: 0.2132189870, output_fired_time: 0.0000000000, propagate_forward_time: 9.3753061295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922384262
validation[          , genome  5816] predictions:    9589/  10000 (95.89%), best:    9719/10000 (97.19%), error:      1333.80908, best error:       937.10040 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 123.5641098022s, input_fired_time: 1.7789111137, output_fired_time: 1.9798963070, propagate_forward_time: 45.9431762695, propagate_backward_time: 70.5113449097, weight_update_time: 0.1640530676, other_time: 3.3507843018
epoch time: 10.9593591690s, input_fired_time: 0.2738278508, output_fired_time: 0.0000000000, propagate_forward_time: 9.6734561920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0120754242
validation[          , genome  5816] predictions:    9700/  10000 (97.00%), best:    9719/10000 (97.19%), error:      1045.92029, best error:       937.10040 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 124.3796920776s, input_fired_time: 1.6996654272, output_fired_time: 1.9106000662, propagate_forward_time: 46.2589912415, propagate_backward_time: 71.1613540649, weight_update_time: 0.1631199569, other_time: 3.3490829468
epoch time: 13.0384597778s, input_fired_time: 0.2701745927, output_fired_time: 0.0000000000, propagate_forward_time: 12.1638956070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6043891907
validation[          , genome  5816] predictions:    9655/  10000 (96.55%), best:    9719/10000 (97.19%), error:      1157.36145, best error:       937.10040 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.1591262817s, input_fired_time: 1.7328624725, output_fired_time: 1.9104379416, propagate_forward_time: 44.7625656128, propagate_backward_time: 68.4739913940, weight_update_time: 0.1638868451, other_time: 3.2792663574
epoch time: 10.2837867737s, input_fired_time: 0.2374760956, output_fired_time: 0.0000000000, propagate_forward_time: 9.2976970673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7486133575
validation[          , genome  5816] predictions:    9696/  10000 (96.96%), best:    9719/10000 (97.19%), error:      1047.50732, best error:       937.10040 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 118.9648132324s, input_fired_time: 1.6770613194, output_fired_time: 1.8846825361, propagate_forward_time: 44.3164939880, propagate_backward_time: 67.8466110229, weight_update_time: 0.1633513719, other_time: 3.2399673462
epoch time: 9.7417020798s, input_fired_time: 0.2058764100, output_fired_time: 0.0000000000, propagate_forward_time: 8.9399595261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958662033
validation[          , genome  5816] predictions:    9422/  10000 (94.22%), best:    9719/10000 (97.19%), error:      1865.89221, best error:       937.10040 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 118.6265792847s, input_fired_time: 1.7037444115, output_fired_time: 1.8832947016, propagate_forward_time: 44.1061172485, propagate_backward_time: 67.7235412598, weight_update_time: 0.1629786640, other_time: 3.2098846436
epoch time: 11.6330099106s, input_fired_time: 0.2517175674, output_fired_time: 0.0000000000, propagate_forward_time: 10.7552766800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6260156631
validation[          , genome  5816] predictions:    9564/  10000 (95.64%), best:    9719/10000 (97.19%), error:      1472.01807, best error:       937.10040 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 120.8008193970s, input_fired_time: 1.7394996881, output_fired_time: 1.9216164351, propagate_forward_time: 45.0055351257, propagate_backward_time: 68.8458480835, weight_update_time: 0.1636339426, other_time: 3.2883224487
epoch time: 10.5677013397s, input_fired_time: 0.2633151412, output_fired_time: 0.0000000000, propagate_forward_time: 9.6176986694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866874695
validation[          , genome  5816] predictions:    9678/  10000 (96.78%), best:    9719/10000 (97.19%), error:      1105.03174, best error:       937.10040 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 121.8131103516s, input_fired_time: 1.7267352343, output_fired_time: 1.9456777573, propagate_forward_time: 45.3889083862, propagate_backward_time: 69.4359283447, weight_update_time: 0.1634725928, other_time: 3.3158569336
epoch time: 9.5681562424s, input_fired_time: 0.2029915005, output_fired_time: 0.0000000000, propagate_forward_time: 8.7811775208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839872360
validation[          , genome  5816] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:       997.40753, best error:       937.10040 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 117.2251129150s, input_fired_time: 1.6598633528, output_fired_time: 1.8744653463, propagate_forward_time: 43.5029869080, propagate_backward_time: 66.9666213989, weight_update_time: 0.1627901047, other_time: 3.2211685181
epoch time: 9.4143438339s, input_fired_time: 0.1993640810, output_fired_time: 0.0000000000, propagate_forward_time: 8.6366510391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783290863
validation[          , genome  5816] predictions:    9705/  10000 (97.05%), best:    9719/10000 (97.19%), error:       989.07941, best error:       937.10040 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 119.2485733032s, input_fired_time: 1.6847926378, output_fired_time: 1.8971637487, propagate_forward_time: 44.2346687317, propagate_backward_time: 68.2317352295, weight_update_time: 0.1636161506, other_time: 3.2002105713
epoch time: 9.6112661362s, input_fired_time: 0.2051175237, output_fired_time: 0.0000000000, propagate_forward_time: 8.8206386566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855102539
validation[          , genome  5816] predictions:    9600/  10000 (96.00%), best:    9719/10000 (97.19%), error:      1350.02417, best error:       937.10040 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 118.3741073608s, input_fired_time: 1.6685675383, output_fired_time: 1.8806140423, propagate_forward_time: 44.0566101074, propagate_backward_time: 67.5696105957, weight_update_time: 0.1652525812, other_time: 3.1987075806
epoch time: 9.5926742554s, input_fired_time: 0.2057219893, output_fired_time: 0.0000000000, propagate_forward_time: 8.7961931229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907592773
validation[          , genome  5816] predictions:    9664/  10000 (96.64%), best:    9719/10000 (97.19%), error:      1135.22412, best error:       937.10040 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 123.5156402588s, input_fired_time: 1.7002933025, output_fired_time: 1.9101897478, propagate_forward_time: 45.5888938904, propagate_backward_time: 71.0483703613, weight_update_time: 0.1654150933, other_time: 3.2678985596
epoch time: 9.7568035126s, input_fired_time: 0.2059729844, output_fired_time: 0.0000000000, propagate_forward_time: 8.9652423859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855884552
validation[          , genome  5816] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:      1042.75635, best error:       937.10040 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 117.3754272461s, input_fired_time: 1.6577001810, output_fired_time: 1.8520230055, propagate_forward_time: 43.5188789368, propagate_backward_time: 67.1622085571, weight_update_time: 0.1629244387, other_time: 3.1846237183
epoch time: 11.4701070786s, input_fired_time: 0.2369063348, output_fired_time: 0.0000000000, propagate_forward_time: 10.5878210068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453800201
validation[          , genome  5816] predictions:    9686/  10000 (96.86%), best:    9719/10000 (97.19%), error:      1003.23431, best error:       937.10040 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 120.1125946045s, input_fired_time: 1.7057050467, output_fired_time: 1.8716075420, propagate_forward_time: 44.3416213989, propagate_backward_time: 68.8326187134, weight_update_time: 0.1625467390, other_time: 3.3610458374
epoch time: 9.5853891373s, input_fired_time: 0.2030930966, output_fired_time: 0.0000000000, propagate_forward_time: 8.8011360168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5811595917
validation[          , genome  5816] predictions:    9643/  10000 (96.43%), best:    9719/10000 (97.19%), error:      1198.36670, best error:       937.10040 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.1869659424s, input_fired_time: 1.6785272360, output_fired_time: 1.8718048334, propagate_forward_time: 43.8474655151, propagate_backward_time: 67.5820007324, weight_update_time: 0.1626780629, other_time: 3.2071685791
epoch time: 9.4788837433s, input_fired_time: 0.2040708959, output_fired_time: 0.0000000000, propagate_forward_time: 8.6910552979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5837574005
validation[          , genome  5816] predictions:    9676/  10000 (96.76%), best:    9719/10000 (97.19%), error:      1084.24170, best error:       937.10040 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 117.8457183838s, input_fired_time: 1.6707147360, output_fired_time: 1.8696463108, propagate_forward_time: 43.7761421204, propagate_backward_time: 67.3554382324, weight_update_time: 0.1627953500, other_time: 3.1737823486
epoch time: 9.5268173218s, input_fired_time: 0.2035539001, output_fired_time: 0.0000000000, propagate_forward_time: 8.7442502975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5790128708
validation[          , genome  5816] predictions:    9711/  10000 (97.11%), best:    9719/10000 (97.19%), error:       965.52545, best error:       937.10040 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.0284347534s, input_fired_time: 1.7002686262, output_fired_time: 1.8968828917, propagate_forward_time: 44.7520256042, propagate_backward_time: 69.4329681396, weight_update_time: 0.1659710258, other_time: 3.2462921143
epoch time: 9.6994104385s, input_fired_time: 0.2058601677, output_fired_time: 0.0000000000, propagate_forward_time: 8.9117984772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5817518234
validation[          , genome  5816] predictions:    9677/  10000 (96.77%), best:    9719/10000 (97.19%), error:      1069.02612, best error:       937.10040 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 118.9757919312s, input_fired_time: 1.6853467226, output_fired_time: 1.8829281330, propagate_forward_time: 44.2566986084, propagate_backward_time: 67.9225845337, weight_update_time: 0.1677120626, other_time: 3.2282333374
epoch time: 11.5750179291s, input_fired_time: 0.2375561893, output_fired_time: 0.0000000000, propagate_forward_time: 10.5219230652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8155384064
validation[          , genome  5816] predictions:    9693/  10000 (96.93%), best:    9719/10000 (97.19%), error:      1016.41083, best error:       937.10040 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.8991165161s, input_fired_time: 1.7016859055, output_fired_time: 1.9315266609, propagate_forward_time: 45.1225357056, propagate_backward_time: 68.8217697144, weight_update_time: 0.1633202434, other_time: 3.3216018677
epoch time: 10.4931325912s, input_fired_time: 0.2052326947, output_fired_time: 0.0000000000, propagate_forward_time: 9.6977977753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901021957
validation[          , genome  5816] predictions:    9656/  10000 (96.56%), best:    9719/10000 (97.19%), error:      1111.94189, best error:       937.10040 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 118.4841995239s, input_fired_time: 1.6904716492, output_fired_time: 1.8950502872, propagate_forward_time: 44.1008300781, propagate_backward_time: 67.5943374634, weight_update_time: 0.1631022543, other_time: 3.2035140991
epoch time: 10.2654485703s, input_fired_time: 0.2127939612, output_fired_time: 0.0000000000, propagate_forward_time: 9.4610824585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5915718079
validation[          , genome  5816] predictions:    9703/  10000 (97.03%), best:    9719/10000 (97.19%), error:      1028.29077, best error:       937.10040 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 118.6557922363s, input_fired_time: 1.6851301193, output_fired_time: 1.9006420374, propagate_forward_time: 44.2728195190, propagate_backward_time: 67.5501937866, weight_update_time: 0.1889216453, other_time: 3.2470092773
epoch time: 14.7749090195s, input_fired_time: 0.3640685678, output_fired_time: 0.0000000000, propagate_forward_time: 13.6348390579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7760009766
validation[          , genome  5816] predictions:    9420/  10000 (94.20%), best:    9719/10000 (97.19%), error:      1898.46069, best error:       937.10040 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 127.8063201904s, input_fired_time: 1.8696163893, output_fired_time: 2.0647726059, propagate_forward_time: 47.5239753723, propagate_backward_time: 72.9110565186, weight_update_time: 0.1628766358, other_time: 3.4369049072
epoch time: 14.7649631500s, input_fired_time: 0.2031690180, output_fired_time: 0.0000000000, propagate_forward_time: 13.8806505203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6811437607
validation[          , genome  5816] predictions:    9481/  10000 (94.81%), best:    9719/10000 (97.19%), error:      1778.95984, best error:       937.10040 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.1976394653s, input_fired_time: 1.6967430115, output_fired_time: 1.8994767666, propagate_forward_time: 44.4713973999, propagate_backward_time: 67.8662948608, weight_update_time: 0.1646559834, other_time: 3.2637329102
epoch time: 12.4655847549s, input_fired_time: 0.2396070510, output_fired_time: 0.0000000000, propagate_forward_time: 11.2886409760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9373369217
validation[          , genome  5816] predictions:    9460/  10000 (94.60%), best:    9719/10000 (97.19%), error:      1803.47522, best error:       937.10040 on epoch:    67, 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: 62.1654243469s, input_fired_time: 1.3316144943, output_fired_time: 0.0000000000, propagate_forward_time: 57.2592277527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5745811462
best training[          , genome  5816] predictions:   49214/  50000 (98.43%), best:    9719/10000 (97.19%), error:      2922.64087, best error:       937.10040 on epoch:    67, 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: 9.9940528870s, input_fired_time: 0.2055680305, output_fired_time: 0.0000000000, propagate_forward_time: 9.1716480255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168365479
   testing[          , genome  5816] predictions:    9740/  10000 (97.40%), best:    9719/10000 (97.19%), error:       892.88171, best error:       937.10040 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:55:55 (4656): called boinc_finish(0)

</stderr_txt>
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