Nameexact_genome_1542692703_187_6381_1
Workunit4100425
Created20 Nov 2018, 7:41:57 UTC
Sent20 Nov 2018, 8:02:39 UTC
Report deadline28 Feb 2019, 18:53:55 UTC
Received22 Nov 2018, 20:41:45 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID80138
Run time1 days 0 hours 47 min 47 sec
CPU time1 days 0 hours 43 min 38 sec
Validate stateValid
Credit25,113.07
Device peak FLOPS4.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size548.71 MB
Peak swap size568.45 MB
Peak disk usage11.23 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
906357, output_fired_time: 4.6737694740, propagate_forward_time: 244.9013824463, propagate_backward_time: 574.2612304688, weight_update_time: 0.2347152531, other_time: 7.7009277344
epoch time: 50.9324913025s, input_fired_time: 0.7837340832, output_fired_time: 0.0000000000, propagate_forward_time: 48.9508171082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1979408264
validation[          , genome  6381] predictions:    5666/  10000 (56.66%), best:    5878/10000 (58.78%), error:     12366.39355, best error:     12057.72461 on epoch:     3, epoch:   15/100, mu: 0.7762817144, learning_rate: 0.0001122675, weight_decay: 0.0002504851

epoch time: 843.6533203125s, input_fired_time: 13.6659364700, output_fired_time: 4.6699047089, propagate_forward_time: 244.4346923828, propagate_backward_time: 573.1785888672, weight_update_time: 0.2353778034, other_time: 7.7041625977
epoch time: 50.2473220825s, input_fired_time: 0.7773438692, output_fired_time: 0.0000000000, propagate_forward_time: 48.2947616577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1752166748
validation[          , genome  6381] predictions:    5883/  10000 (58.83%), best:    5883/10000 (58.83%), error:     12043.12891, best error:     12043.12891 on epoch:    16, epoch:   16/100, mu: 0.7877013087, learning_rate: 0.0001042178, weight_decay: 0.0002372205

epoch time: 832.1607666016s, input_fired_time: 13.4831237793, output_fired_time: 4.5963201523, propagate_forward_time: 241.0243835449, propagate_backward_time: 565.4797973633, weight_update_time: 0.2315900773, other_time: 7.5770874023
epoch time: 50.2394332886s, input_fired_time: 0.7725001574, output_fired_time: 0.0000000000, propagate_forward_time: 48.2914962769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1754379272
validation[          , genome  6381] predictions:    5501/  10000 (55.01%), best:    5883/10000 (58.83%), error:     12982.67090, best error:     12043.12891 on epoch:    16, epoch:   17/100, mu: 0.7985106707, learning_rate: 0.0000967454, weight_decay: 0.0002246584

epoch time: 832.5600585938s, input_fired_time: 13.4700870514, output_fired_time: 4.5950050354, propagate_forward_time: 241.1045379639, propagate_backward_time: 565.8710327148, weight_update_time: 0.2318253368, other_time: 7.5193481445
epoch time: 50.1664886475s, input_fired_time: 0.7703534365, output_fired_time: 0.0000000000, propagate_forward_time: 48.2228279114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1733055115
validation[          , genome  6381] predictions:    5888/  10000 (58.88%), best:    5888/10000 (58.88%), error:     11888.19434, best error:     11888.19434 on epoch:    18, epoch:   18/100, mu: 0.8087424636, learning_rate: 0.0000898087, weight_decay: 0.0002127615

epoch time: 832.3614501953s, input_fired_time: 13.4803915024, output_fired_time: 4.5971474648, propagate_forward_time: 241.0856933594, propagate_backward_time: 565.6190185547, weight_update_time: 0.2327302694, other_time: 7.5791625977
epoch time: 50.1969451904s, input_fired_time: 0.7770296931, output_fired_time: 0.0000000000, propagate_forward_time: 48.2507019043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1692123413
validation[          , genome  6381] predictions:    5841/  10000 (58.41%), best:    5888/10000 (58.88%), error:     12043.04102, best error:     11888.19434 on epoch:    18, epoch:   19/100, mu: 0.8184275627, learning_rate: 0.0000833694, weight_decay: 0.0002014946

epoch time: 832.4561767578s, input_fired_time: 13.4794054031, output_fired_time: 4.6064219475, propagate_forward_time: 241.0011596680, propagate_backward_time: 565.7910766602, weight_update_time: 0.2325478792, other_time: 7.5780639648
epoch time: 50.1857452393s, input_fired_time: 0.7696328163, output_fired_time: 0.0000000000, propagate_forward_time: 48.2478637695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1682472229
validation[          , genome  6381] predictions:    5601/  10000 (56.01%), best:    5888/10000 (58.88%), error:     12693.17578, best error:     11888.19434 on epoch:    18, epoch:   20/100, mu: 0.8275951743, learning_rate: 0.0000773918, weight_decay: 0.0001908243

epoch time: 832.0654907227s, input_fired_time: 13.4837875366, output_fired_time: 4.5991673470, propagate_forward_time: 240.9834594727, propagate_backward_time: 565.4553833008, weight_update_time: 0.2353428155, other_time: 7.5437011719
epoch time: 50.1696472168s, input_fired_time: 0.7766028643, output_fired_time: 0.0000000000, propagate_forward_time: 48.2221565247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1708869934
validation[          , genome  6381] predictions:    5906/  10000 (59.06%), best:    5906/10000 (59.06%), error:     11768.98242, best error:     11768.98242 on epoch:    21, epoch:   21/100, mu: 0.8362728953, learning_rate: 0.0000718428, weight_decay: 0.0001807191

epoch time: 832.4918823242s, input_fired_time: 13.4872980118, output_fired_time: 4.6004528999, propagate_forward_time: 241.1238250732, propagate_backward_time: 565.7456054688, weight_update_time: 0.2366080433, other_time: 7.5346679688
epoch time: 50.1845474243s, input_fired_time: 0.7723813057, output_fired_time: 0.0000000000, propagate_forward_time: 48.2429809570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1691856384
validation[          , genome  6381] predictions:    5750/  10000 (57.50%), best:    5906/10000 (59.06%), error:     12073.12402, best error:     11768.98242 on epoch:    21, epoch:   22/100, mu: 0.8444869518, learning_rate: 0.0000666917, weight_decay: 0.0001711490

epoch time: 832.3305053711s, input_fired_time: 13.4962701797, output_fired_time: 4.6046648026, propagate_forward_time: 241.0045776367, propagate_backward_time: 565.6673583984, weight_update_time: 0.2371108979, other_time: 7.5576171875
epoch time: 50.3833999634s, input_fired_time: 0.7820553780, output_fired_time: 0.0000000000, propagate_forward_time: 48.4260902405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1752548218
validation[          , genome  6381] predictions:    5698/  10000 (56.98%), best:    5906/10000 (59.06%), error:     12344.85352, best error:     11768.98242 on epoch:    21, epoch:   23/100, mu: 0.8522621393, learning_rate: 0.0000619099, weight_decay: 0.0001620857

epoch time: 832.2080078125s, input_fired_time: 13.4880933762, output_fired_time: 4.6090741158, propagate_forward_time: 240.9699096680, propagate_backward_time: 565.5558471680, weight_update_time: 0.2374250144, other_time: 7.5850830078
epoch time: 50.2451477051s, input_fired_time: 0.7762548923, output_fired_time: 0.0000000000, propagate_forward_time: 48.2990112305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698799133
validation[          , genome  6381] predictions:    5818/  10000 (58.18%), best:    5906/10000 (59.06%), error:     11926.73633, best error:     11768.98242 on epoch:    21, epoch:   24/100, mu: 0.8596218824, learning_rate: 0.0000574709, weight_decay: 0.0001535024

epoch time: 832.1688232422s, input_fired_time: 13.5176544189, output_fired_time: 4.5998344421, propagate_forward_time: 241.0348815918, propagate_backward_time: 565.4727783203, weight_update_time: 0.2407447398, other_time: 7.5437011719
epoch time: 50.2393112183s, input_fired_time: 0.7828878164, output_fired_time: 0.0000000000, propagate_forward_time: 48.2854003906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1710243225
validation[          , genome  6381] predictions:    5800/  10000 (58.00%), best:    5906/10000 (59.06%), error:     12205.12598, best error:     11768.98242 on epoch:    21, epoch:   25/100, mu: 0.8665883541, learning_rate: 0.0000533502, weight_decay: 0.0001453736

epoch time: 832.6043090820s, input_fired_time: 13.5132999420, output_fired_time: 4.5969529152, propagate_forward_time: 241.1188812256, propagate_backward_time: 565.8066406250, weight_update_time: 0.2424983680, other_time: 7.5685424805
epoch time: 50.2295112610s, input_fired_time: 0.7788568735, output_fired_time: 0.0000000000, propagate_forward_time: 48.2796936035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1709594727
validation[          , genome  6381] predictions:    6034/  10000 (60.34%), best:    6034/10000 (60.34%), error:     11440.05957, best error:     11440.05957 on epoch:    26, epoch:   26/100, mu: 0.8731825948, learning_rate: 0.0000495250, weight_decay: 0.0001376752

epoch time: 832.3296508789s, input_fired_time: 13.5047531128, output_fired_time: 4.6081519127, propagate_forward_time: 241.0044403076, propagate_backward_time: 565.6099243164, weight_update_time: 0.2437571883, other_time: 7.6023559570
epoch time: 50.2019004822s, input_fired_time: 0.7810904980, output_fired_time: 0.0000000000, propagate_forward_time: 48.2484664917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1723442078
validation[          , genome  6381] predictions:    6001/  10000 (60.01%), best:    6034/10000 (60.34%), error:     11592.79883, best error:     11440.05957 on epoch:    26, epoch:   27/100, mu: 0.8794244528, learning_rate: 0.0000459741, weight_decay: 0.0001303845

epoch time: 832.1892089844s, input_fired_time: 13.5111150742, output_fired_time: 4.5970072746, propagate_forward_time: 240.9936523438, propagate_backward_time: 565.5153198242, weight_update_time: 0.2455130965, other_time: 7.5721435547
epoch time: 50.1862068176s, input_fired_time: 0.7789640427, output_fired_time: 0.0000000000, propagate_forward_time: 48.2341613770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1730804443
validation[          , genome  6381] predictions:    5849/  10000 (58.49%), best:    6034/10000 (60.34%), error:     12043.29297, best error:     11440.05957 on epoch:    26, epoch:   28/100, mu: 0.8853328228, learning_rate: 0.0000426777, weight_decay: 0.0001234800

epoch time: 832.1964721680s, input_fired_time: 13.5202465057, output_fired_time: 4.5951519012, propagate_forward_time: 240.9200592041, propagate_backward_time: 565.6037597656, weight_update_time: 0.2483539581, other_time: 7.5572509766
epoch time: 50.1907844543s, input_fired_time: 0.7753779292, output_fired_time: 0.0000000000, propagate_forward_time: 48.2468109131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1685943604
validation[          , genome  6381] predictions:    5668/  10000 (56.68%), best:    6034/10000 (60.34%), error:     12397.61914, best error:     11440.05957 on epoch:    26, epoch:   29/100, mu: 0.8909254670, learning_rate: 0.0000396177, weight_decay: 0.0001169410

epoch time: 832.4915161133s, input_fired_time: 13.5264778137, output_fired_time: 4.5919933319, propagate_forward_time: 240.9944305420, propagate_backward_time: 565.7924804688, weight_update_time: 0.2510690987, other_time: 7.5861206055
epoch time: 50.1914138794s, input_fired_time: 0.7851097584, output_fired_time: 0.0000000000, propagate_forward_time: 48.2330894470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1732139587
validation[          , genome  6381] predictions:    6065/  10000 (60.65%), best:    6065/10000 (60.65%), error:     11319.80371, best error:     11319.80371 on epoch:    30, epoch:   30/100, mu: 0.8962193131, learning_rate: 0.0000367771, weight_decay: 0.0001107483

epoch time: 832.2354736328s, input_fired_time: 13.5183763504, output_fired_time: 4.6001048088, propagate_forward_time: 240.9318389893, propagate_backward_time: 565.6417236328, weight_update_time: 0.2560037374, other_time: 7.5434570313
epoch time: 50.2025375366s, input_fired_time: 0.7856311202, output_fired_time: 0.0000000000, propagate_forward_time: 48.2443847656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1725234985
validation[          , genome  6381] predictions:    5973/  10000 (59.73%), best:    6065/10000 (60.65%), error:     11475.07910, best error:     11319.80371 on epoch:    30, epoch:   31/100, mu: 0.9012302756, learning_rate: 0.0000341402, weight_decay: 0.0001048836

epoch time: 832.6331787109s, input_fired_time: 13.5414161682, output_fired_time: 4.6063623428, propagate_forward_time: 241.1359710693, propagate_backward_time: 565.7541503906, weight_update_time: 0.2576133311, other_time: 7.5952148438
epoch time: 50.1910552979s, input_fired_time: 0.7885856628, output_fired_time: 0.0000000000, propagate_forward_time: 48.2350196838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1674499512
validation[          , genome  6381] predictions:    6125/  10000 (61.25%), best:    6125/10000 (61.25%), error:     11280.35352, best error:     11280.35352 on epoch:    32, epoch:   32/100, mu: 0.9059734941, learning_rate: 0.0000316923, weight_decay: 0.0000993294

epoch time: 832.5156860352s, input_fired_time: 13.5588665009, output_fired_time: 4.6027860641, propagate_forward_time: 241.0873718262, propagate_backward_time: 565.6480102539, weight_update_time: 0.2606452107, other_time: 7.6187133789
epoch time: 50.1655616760s, input_fired_time: 0.7809544802, output_fired_time: 0.0000000000, propagate_forward_time: 48.2155609131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1690444946
validation[          , genome  6381] predictions:    5982/  10000 (59.82%), best:    6125/10000 (61.25%), error:     11611.02148, best error:     11280.35352 on epoch:    32, epoch:   33/100, mu: 0.9104632735, learning_rate: 0.0000294200, weight_decay: 0.0000940694

epoch time: 832.7118530273s, input_fired_time: 13.5484228134, output_fired_time: 4.5989122391, propagate_forward_time: 241.0726623535, propagate_backward_time: 565.9017333984, weight_update_time: 0.2652738690, other_time: 7.5900878906
epoch time: 50.2786827087s, input_fired_time: 0.7896984220, output_fired_time: 0.0000000000, propagate_forward_time: 48.3194999695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1694831848
validation[          , genome  6381] predictions:    5951/  10000 (59.51%), best:    6125/10000 (61.25%), error:     11561.04688, best error:     11280.35352 on epoch:    32, epoch:   34/100, mu: 0.9147131443, learning_rate: 0.0000273106, weight_decay: 0.0000890879

epoch time: 832.4742431641s, input_fired_time: 13.5534973145, output_fired_time: 4.5983490944, propagate_forward_time: 240.9534149170, propagate_backward_time: 565.8118286133, weight_update_time: 0.2689125538, other_time: 7.5571899414
epoch time: 50.2360076904s, input_fired_time: 0.7945280075, output_fired_time: 0.0000000000, propagate_forward_time: 48.2699203491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1715583801
validation[          , genome  6381] predictions:    6071/  10000 (60.71%), best:    6125/10000 (61.25%), error:     11362.05762, best error:     11280.35352 on epoch:    32, epoch:   35/100, mu: 0.9187359214, learning_rate: 0.0000253524, weight_decay: 0.0000843702

epoch time: 832.8360595703s, input_fired_time: 13.5723285675, output_fired_time: 4.5995044708, propagate_forward_time: 241.0604400635, propagate_backward_time: 565.9735717773, weight_update_time: 0.2735072672, other_time: 7.6302490234
epoch time: 50.6534652710s, input_fired_time: 0.7975468040, output_fired_time: 0.0000000000, propagate_forward_time: 48.6767196655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1791992188
validation[          , genome  6381] predictions:    6022/  10000 (60.22%), best:    6125/10000 (61.25%), error:     11456.23242, best error:     11280.35352 on epoch:    32, epoch:   36/100, mu: 0.9225437641, learning_rate: 0.0000235346, weight_decay: 0.0000799023

epoch time: 833.6978149414s, input_fired_time: 13.5804328918, output_fired_time: 4.6058249474, propagate_forward_time: 241.4545288086, propagate_backward_time: 566.4432983398, weight_update_time: 0.2788762748, other_time: 7.6137084961
epoch time: 50.2644653320s, input_fired_time: 0.7947363853, output_fired_time: 0.0000000000, propagate_forward_time: 48.3009262085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1688041687
validation[          , genome  6381] predictions:    6037/  10000 (60.37%), best:    6125/10000 (61.25%), error:     11455.29590, best error:     11280.35352 on epoch:    32, epoch:   37/100, mu: 0.9261481166, learning_rate: 0.0000218472, weight_decay: 0.0000756710

epoch time: 833.9297485352s, input_fired_time: 13.5709972382, output_fired_time: 4.6036453247, propagate_forward_time: 241.3131408691, propagate_backward_time: 566.8198242188, weight_update_time: 0.2838474810, other_time: 7.6221923828
epoch time: 50.2392921448s, input_fired_time: 0.7963886857, output_fired_time: 0.0000000000, propagate_forward_time: 48.2739257813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1689758301
validation[          , genome  6381] predictions:    6134/  10000 (61.34%), best:    6134/10000 (61.34%), error:     11130.23438, best error:     11130.23438 on epoch:    38, epoch:   38/100, mu: 0.9295598865, learning_rate: 0.0000202807, weight_decay: 0.0000716638

epoch time: 832.5761108398s, input_fired_time: 13.5680637360, output_fired_time: 4.5956292152, propagate_forward_time: 241.0372161865, propagate_backward_time: 565.7399902344, weight_update_time: 0.2871240675, other_time: 7.6351928711
epoch time: 50.3942146301s, input_fired_time: 0.7981734872, output_fired_time: 0.0000000000, propagate_forward_time: 48.4216461182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1743965149
validation[          , genome  6381] predictions:    6068/  10000 (60.68%), best:    6134/10000 (61.34%), error:     11478.57129, best error:     11130.23438 on epoch:    38, epoch:   39/100, mu: 0.9327893853, learning_rate: 0.0000188266, weight_decay: 0.0000678688

epoch time: 832.7444458008s, input_fired_time: 13.5944738388, output_fired_time: 4.5973672867, propagate_forward_time: 241.0178070068, propagate_backward_time: 565.8939208984, weight_update_time: 0.2937315702, other_time: 7.6408691406
epoch time: 50.1876869202s, input_fired_time: 0.7959012389, output_fired_time: 0.0000000000, propagate_forward_time: 48.2245941162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1671905518
validation[          , genome  6381] predictions:    6109/  10000 (61.09%), best:    6134/10000 (61.34%), error:     11293.79785, best error:     11130.23438 on epoch:    38, epoch:   40/100, mu: 0.9358463287, learning_rate: 0.0000174767, weight_decay: 0.0000642748

epoch time: 832.5189819336s, input_fired_time: 13.5902061462, output_fired_time: 4.6011867523, propagate_forward_time: 241.0304412842, propagate_backward_time: 565.7160034180, weight_update_time: 0.3006270528, other_time: 7.5811157227
epoch time: 50.2330131531s, input_fired_time: 0.7895173430, output_fired_time: 0.0000000000, propagate_forward_time: 48.2712478638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1722488403
validation[          , genome  6381] predictions:    6084/  10000 (60.84%), best:    6134/10000 (61.34%), error:     11304.50488, best error:     11130.23438 on epoch:    38, epoch:   41/100, mu: 0.9387398958, learning_rate: 0.0000162236, weight_decay: 0.0000608711

epoch time: 832.6748657227s, input_fired_time: 13.5959043503, output_fired_time: 4.5952663422, propagate_forward_time: 241.0406036377, propagate_backward_time: 565.8217773438, weight_update_time: 0.3053175807, other_time: 7.6213378906
epoch time: 50.2430915833s, input_fired_time: 0.7985318899, output_fired_time: 0.0000000000, propagate_forward_time: 48.2679634094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1765975952
validation[          , genome  6381] predictions:    6152/  10000 (61.52%), best:    6134/10000 (61.34%), error:     11295.73242, best error:     11130.23438 on epoch:    38, epoch:   42/100, mu: 0.9414788485, learning_rate: 0.0000150604, weight_decay: 0.0000576476

epoch time: 832.9895019531s, input_fired_time: 13.6001329422, output_fired_time: 4.6004738808, propagate_forward_time: 241.1027832031, propagate_backward_time: 566.0214843750, weight_update_time: 0.3119483292, other_time: 7.6646118164
epoch time: 50.2150459290s, input_fired_time: 0.7961362600, output_fired_time: 0.0000000000, propagate_forward_time: 48.2471885681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1717224121
validation[          , genome  6381] predictions:    6130/  10000 (61.30%), best:    6130/10000 (61.30%), error:     11127.73730, best error:     11127.73730 on epoch:    43, epoch:   43/100, mu: 0.9440714717, learning_rate: 0.0000139806, weight_decay: 0.0000545949

epoch time: 825.7357788086s, input_fired_time: 13.4910650253, output_fired_time: 4.5585937500, propagate_forward_time: 239.0379943848, propagate_backward_time: 561.1376342773, weight_update_time: 0.3173364997, other_time: 7.5104370117
epoch time: 49.5734481812s, input_fired_time: 0.7915448546, output_fired_time: 0.0000000000, propagate_forward_time: 47.6200103760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1618919373
validation[          , genome  6381] predictions:    6222/  10000 (62.22%), best:    6222/10000 (62.22%), error:     11036.10254, best error:     11036.10254 on epoch:    44, epoch:   44/100, mu: 0.9465255737, learning_rate: 0.0000129782, weight_decay: 0.0000517038

epoch time: 821.0401000977s, input_fired_time: 13.4083251953, output_fired_time: 4.5347037315, propagate_forward_time: 237.6579284668, propagate_backward_time: 557.9401245117, weight_update_time: 0.3219283223, other_time: 7.4989624023
epoch time: 49.6000137329s, input_fired_time: 0.7855157852, output_fired_time: 0.0000000000, propagate_forward_time: 47.6539268494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1605720520
validation[          , genome  6381] predictions:    6126/  10000 (61.26%), best:    6222/10000 (62.22%), error:     11254.60449, best error:     11036.10254 on epoch:    44, epoch:   45/100, mu: 0.9488485456, learning_rate: 0.0000120476, weight_decay: 0.0000489658

epoch time: 821.1857910156s, input_fired_time: 13.4114751816, output_fired_time: 4.5308928490, propagate_forward_time: 237.7072906494, propagate_backward_time: 558.0473022461, weight_update_time: 0.3293047845, other_time: 7.4888305664
epoch time: 49.5758171082s, input_fired_time: 0.7972182631, output_fired_time: 0.0000000000, propagate_forward_time: 47.6191291809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1594696045
validation[          , genome  6381] predictions:    6264/  10000 (62.64%), best:    6264/10000 (62.64%), error:     10887.84961, best error:     10887.84961 on epoch:    46, epoch:   46/100, mu: 0.9510473609, learning_rate: 0.0000111838, weight_decay: 0.0000463727

epoch time: 823.0760498047s, input_fired_time: 13.4504747391, output_fired_time: 4.5485134125, propagate_forward_time: 238.3029174805, propagate_backward_time: 559.2045898438, weight_update_time: 0.3350053728, other_time: 7.5695190430
epoch time: 49.5801200867s, input_fired_time: 0.7934911251, output_fired_time: 0.0000000000, propagate_forward_time: 47.6154937744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1711349487
validation[          , genome  6381] predictions:    6086/  10000 (60.86%), best:    6264/10000 (62.64%), error:     11242.71582, best error:     10887.84961 on epoch:    46, epoch:   47/100, mu: 0.9531286955, learning_rate: 0.0000103819, weight_decay: 0.0000439171

epoch time: 822.6281738281s, input_fired_time: 13.4439601898, output_fired_time: 4.5447602272, propagate_forward_time: 238.1064758301, propagate_backward_time: 558.9694213867, weight_update_time: 0.3413792849, other_time: 7.5635375977
epoch time: 49.5940246582s, input_fired_time: 0.7941690683, output_fired_time: 0.0000000000, propagate_forward_time: 47.6261711121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1736831665
validation[          , genome  6381] predictions:    6214/  10000 (62.14%), best:    6264/10000 (62.64%), error:     10968.68457, best error:     10887.84961 on epoch:    46, epoch:   48/100, mu: 0.9550988078, learning_rate: 0.0000096375, weight_decay: 0.0000415914

epoch time: 821.5498657227s, input_fired_time: 13.4370737076, output_fired_time: 4.5345325470, propagate_forward_time: 237.8337097168, propagate_backward_time: 558.1661376953, weight_update_time: 0.3490878046, other_time: 7.5783691406
epoch time: 49.6486930847s, input_fired_time: 0.7837604284, output_fired_time: 0.0000000000, propagate_forward_time: 47.6959228516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1690101624
validation[          , genome  6381] predictions:    5971/  10000 (59.71%), best:    6264/10000 (62.64%), error:     11627.35449, best error:     10887.84961 on epoch:    46, epoch:   49/100, mu: 0.9569636583, learning_rate: 0.0000089465, weight_decay: 0.0000393889

epoch time: 821.2097167969s, input_fired_time: 13.4203462601, output_fired_time: 4.5378503799, propagate_forward_time: 237.6881256104, propagate_backward_time: 558.0213012695, weight_update_time: 0.3560699224, other_time: 7.5421142578
epoch time: 49.5742073059s, input_fired_time: 0.7953327298, output_fired_time: 0.0000000000, propagate_forward_time: 47.6191368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1597366333
validation[          , genome  6381] predictions:    6223/  10000 (62.23%), best:    6264/10000 (62.64%), error:     11002.42383, best error:     10887.84961 on epoch:    46, epoch:   50/100, mu: 0.9587289095, learning_rate: 0.0000083051, weight_decay: 0.0000373030

epoch time: 821.8822631836s, input_fired_time: 13.4447469711, output_fired_time: 4.5411281586, propagate_forward_time: 237.9205169678, propagate_backward_time: 558.4209594727, weight_update_time: 0.3640145659, other_time: 7.5548706055
epoch time: 49.5535926819s, input_fired_time: 0.7919198275, output_fired_time: 0.0000000000, propagate_forward_time: 47.6014366150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1602363586
validation[          , genome  6381] predictions:    6145/  10000 (61.45%), best:    6264/10000 (62.64%), error:     11005.10938, best error:     10887.84961 on epoch:    46, epoch:   51/100, mu: 0.9603998065, learning_rate: 0.0000077096, weight_decay: 0.0000353276

epoch time: 822.0417480469s, input_fired_time: 13.4506711960, output_fired_time: 4.5440721512, propagate_forward_time: 237.8528594971, propagate_backward_time: 558.6210327148, weight_update_time: 0.3735416234, other_time: 7.5731201172
epoch time: 49.5409545898s, input_fired_time: 0.7979956865, output_fired_time: 0.0000000000, propagate_forward_time: 47.5797920227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1631660461
validation[          , genome  6381] predictions:    6281/  10000 (62.81%), best:    6264/10000 (62.64%), error:     10978.38281, best error:     10887.84961 on epoch:    46, epoch:   52/100, mu: 0.9619814157, learning_rate: 0.0000071568, weight_decay: 0.0000334568

epoch time: 822.8271484375s, input_fired_time: 13.4729061127, output_fired_time: 4.5486106873, propagate_forward_time: 238.0981445313, propagate_backward_time: 559.0958251953, weight_update_time: 0.3784968853, other_time: 7.6116943359
epoch time: 49.6128005981s, input_fired_time: 0.8000624180, output_fired_time: 0.0000000000, propagate_forward_time: 47.6501350403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1626014709
validation[          , genome  6381] predictions:    6281/  10000 (62.81%), best:    6281/10000 (62.81%), error:     10846.31152, best error:     10846.31152 on epoch:    53, epoch:   53/100, mu: 0.9634785056, learning_rate: 0.0000066437, weight_decay: 0.0000316851

epoch time: 821.7753295898s, input_fired_time: 13.4380178452, output_fired_time: 4.5352101326, propagate_forward_time: 237.8012237549, propagate_backward_time: 558.3914184570, weight_update_time: 0.3867763579, other_time: 7.6094970703
epoch time: 49.6443176270s, input_fired_time: 0.8011577725, output_fired_time: 0.0000000000, propagate_forward_time: 47.6781311035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1650276184
validation[          , genome  6381] predictions:    6240/  10000 (62.40%), best:    6281/10000 (62.81%), error:     10911.87305, best error:     10846.31152 on epoch:    53, epoch:   54/100, mu: 0.9648956060, learning_rate: 0.0000061673, weight_decay: 0.0000300072

epoch time: 821.4432373047s, input_fired_time: 13.4491662979, output_fired_time: 4.5310192108, propagate_forward_time: 237.7065124512, propagate_backward_time: 558.1691894531, weight_update_time: 0.3920429647, other_time: 7.5874023438
epoch time: 49.5691299438s, input_fired_time: 0.8015713096, output_fired_time: 0.0000000000, propagate_forward_time: 47.6077308655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1598281860
validation[          , genome  6381] predictions:    6200/  10000 (62.00%), best:    6281/10000 (62.81%), error:     10975.84863, best error:     10846.31152 on epoch:    53, epoch:   55/100, mu: 0.9662370086, learning_rate: 0.0000057251, weight_decay: 0.0000284182

epoch time: 823.3869018555s, input_fired_time: 13.4877700806, output_fired_time: 4.5450596809, propagate_forward_time: 238.3284759521, propagate_backward_time: 559.4263305664, weight_update_time: 0.4011776447, other_time: 7.5992431641
epoch time: 49.5129623413s, input_fired_time: 0.7967595458, output_fired_time: 0.0000000000, propagate_forward_time: 47.5547447205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1614570618
validation[          , genome  6381] predictions:    6197/  10000 (61.97%), best:    6281/10000 (62.81%), error:     11060.14746, best error:     10846.31152 on epoch:    53, epoch:   56/100, mu: 0.9675067067, learning_rate: 0.0000053146, weight_decay: 0.0000269133

epoch time: 821.2894897461s, input_fired_time: 13.4566984177, output_fired_time: 4.5280780792, propagate_forward_time: 237.7554321289, propagate_backward_time: 557.9626464844, weight_update_time: 0.4025463760, other_time: 7.5866088867
epoch time: 49.5193862915s, input_fired_time: 0.8019059300, output_fired_time: 0.0000000000, propagate_forward_time: 47.5555953979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1618843079
validation[          , genome  6381] predictions:    6281/  10000 (62.81%), best:    6281/10000 (62.81%), error:     10840.27441, best error:     10840.27441 on epoch:    57, epoch:   57/100, mu: 0.9687085748, learning_rate: 0.0000049336, weight_decay: 0.0000254881

epoch time: 823.2917480469s, input_fired_time: 13.4907569885, output_fired_time: 4.5515656471, propagate_forward_time: 238.3122253418, propagate_backward_time: 559.2977905273, weight_update_time: 0.4089565575, other_time: 7.6393432617
epoch time: 49.5964889526s, input_fired_time: 0.8001236916, output_fired_time: 0.0000000000, propagate_forward_time: 47.6287460327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1676177979
validation[          , genome  6381] predictions:    6306/  10000 (63.06%), best:    6281/10000 (62.81%), error:     10903.06152, best error:     10840.27441 on epoch:    57, epoch:   58/100, mu: 0.9698462486, learning_rate: 0.0000045798, weight_decay: 0.0000241383

epoch time: 821.9536743164s, input_fired_time: 13.4964981079, output_fired_time: 4.5463900566, propagate_forward_time: 237.9010467529, propagate_backward_time: 558.4087524414, weight_update_time: 0.4149047434, other_time: 7.6009521484
epoch time: 49.5411949158s, input_fired_time: 0.7999153733, output_fired_time: 0.0000000000, propagate_forward_time: 47.5795822144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1616973877
validation[          , genome  6381] predictions:    6244/  10000 (62.44%), best:    6281/10000 (62.81%), error:     10843.52734, best error:     10840.27441 on epoch:    57, epoch:   59/100, mu: 0.9709231257, learning_rate: 0.0000042514, weight_decay: 0.0000228601

epoch time: 821.7473144531s, input_fired_time: 13.4733600616, output_fired_time: 4.5375661850, propagate_forward_time: 237.7992401123, propagate_backward_time: 558.3389282227, weight_update_time: 0.4191686213, other_time: 7.5982055664
epoch time: 49.6224250793s, input_fired_time: 0.8031796217, output_fired_time: 0.0000000000, propagate_forward_time: 47.6562156677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1630287170
validation[          , genome  6381] predictions:    6324/  10000 (63.24%), best:    6281/10000 (62.81%), error:     10897.56250, best error:     10840.27441 on epoch:    57, epoch:   60/100, mu: 0.9719424844, learning_rate: 0.0000039466, weight_decay: 0.0000216495

epoch time: 821.7972412109s, input_fired_time: 13.4786882401, output_fired_time: 4.5398845673, propagate_forward_time: 237.8057556152, propagate_backward_time: 558.3369140625, weight_update_time: 0.4221014082, other_time: 7.6359863281
epoch time: 49.5538940430s, input_fired_time: 0.8008741140, output_fired_time: 0.0000000000, propagate_forward_time: 47.5910491943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1619720459
validation[          , genome  6381] predictions:    6186/  10000 (61.86%), best:    6281/10000 (62.81%), error:     11007.43066, best error:     10840.27441 on epoch:    57, epoch:   61/100, mu: 0.9729073644, learning_rate: 0.0000036636, weight_decay: 0.0000205030

epoch time: 821.5828247070s, input_fired_time: 13.4856719971, output_fired_time: 4.5364069939, propagate_forward_time: 237.7194671631, propagate_backward_time: 558.2263793945, weight_update_time: 0.4254634976, other_time: 7.6149291992
epoch time: 49.5922317505s, input_fired_time: 0.8016982079, output_fired_time: 0.0000000000, propagate_forward_time: 47.6281471252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1623878479
validation[          , genome  6381] predictions:    6261/  10000 (62.61%), best:    6281/10000 (62.81%), error:     10921.87988, best error:     10840.27441 on epoch:    57, epoch:   62/100, mu: 0.9738206863, learning_rate: 0.0000034010, weight_decay: 0.0000194173

epoch time: 821.6043090820s, input_fired_time: 13.4900341034, output_fired_time: 4.5353999138, propagate_forward_time: 237.7939910889, propagate_backward_time: 558.1681518555, weight_update_time: 0.4290828407, other_time: 7.6166992188
epoch time: 49.6081619263s, input_fired_time: 0.8011650443, output_fired_time: 0.0000000000, propagate_forward_time: 47.6420173645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1649780273
validation[          , genome  6381] predictions:    6274/  10000 (62.74%), best:    6274/10000 (62.74%), error:     10788.81445, best error:     10788.81445 on epoch:    63, epoch:   63/100, mu: 0.9746851921, learning_rate: 0.0000031571, weight_decay: 0.0000183890

epoch time: 820.8729248047s, input_fired_time: 13.4761571884, output_fired_time: 4.5405015945, propagate_forward_time: 237.5971984863, propagate_backward_time: 557.6531982422, weight_update_time: 0.4288810194, other_time: 7.6058349609
epoch time: 49.5305862427s, input_fired_time: 0.8060106039, output_fired_time: 0.0000000000, propagate_forward_time: 47.5637626648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1608123779
validation[          , genome  6381] predictions:    6256/  10000 (62.56%), best:    6274/10000 (62.74%), error:     10904.33008, best error:     10788.81445 on epoch:    63, epoch:   64/100, mu: 0.9755035043, learning_rate: 0.0000029307, weight_decay: 0.0000174152

epoch time: 822.8660888672s, input_fired_time: 13.5243825912, output_fired_time: 4.5496668816, propagate_forward_time: 238.0924987793, propagate_backward_time: 559.0926513672, weight_update_time: 0.4338614941, other_time: 7.6069335938
epoch time: 49.6399154663s, input_fired_time: 0.8028028607, output_fired_time: 0.0000000000, propagate_forward_time: 47.6764259338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1606864929
validation[          , genome  6381] predictions:    6267/  10000 (62.67%), best:    6274/10000 (62.74%), error:     10868.35352, best error:     10788.81445 on epoch:    63, epoch:   65/100, mu: 0.9762780666, learning_rate: 0.0000027206, weight_decay: 0.0000164930

epoch time: 821.6492919922s, input_fired_time: 13.4823150635, output_fired_time: 4.5398812294, propagate_forward_time: 237.7479400635, propagate_backward_time: 558.2431030273, weight_update_time: 0.4325959384, other_time: 7.6361083984
epoch time: 49.5853080750s, input_fired_time: 0.8048434258, output_fired_time: 0.0000000000, propagate_forward_time: 47.6189842224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1614799500
validation[          , genome  6381] predictions:    6340/  10000 (63.40%), best:    6340/10000 (63.40%), error:     10740.54785, best error:     10740.54785 on epoch:    66, epoch:   66/100, mu: 0.9770112634, learning_rate: 0.0000025255, weight_decay: 0.0000156196

epoch time: 823.2092895508s, input_fired_time: 13.5229015350, output_fired_time: 4.5479855537, propagate_forward_time: 238.3385620117, propagate_backward_time: 559.1292114258, weight_update_time: 0.4346972406, other_time: 7.6706542969
epoch time: 49.5983772278s, input_fired_time: 0.8047026992, output_fired_time: 0.0000000000, propagate_forward_time: 47.6283874512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1652870178
validation[          , genome  6381] predictions:    6290/  10000 (62.90%), best:    6340/10000 (63.40%), error:     10789.68457, best error:     10740.54785 on epoch:    66, epoch:   67/100, mu: 0.9777052999, learning_rate: 0.0000023445, weight_decay: 0.0000147925

epoch time: 821.9796142578s, input_fired_time: 13.5155639648, output_fired_time: 4.5425810814, propagate_forward_time: 237.8898315430, propagate_backward_time: 558.3937377930, weight_update_time: 0.4336386621, other_time: 7.6378784180
epoch time: 49.6969795227s, input_fired_time: 0.8057045341, output_fired_time: 0.0000000000, propagate_forward_time: 47.7249526978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1663208008
validation[          , genome  6381] predictions:    6189/  10000 (61.89%), best:    6340/10000 (63.40%), error:     11058.41797, best error:     10740.54785 on epoch:    66, epoch:   68/100, mu: 0.9783622622, learning_rate: 0.0000021764, weight_decay: 0.0000140091

epoch time: 822.5461425781s, input_fired_time: 13.5153970718, output_fired_time: 4.5434317589, propagate_forward_time: 238.0097045898, propagate_backward_time: 558.8215332031, weight_update_time: 0.4348070920, other_time: 7.6560668945
epoch time: 49.5288581848s, input_fired_time: 0.8045020700, output_fired_time: 0.0000000000, propagate_forward_time: 47.5622291565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1621284485
validation[          , genome  6381] predictions:    6248/  10000 (62.48%), best:    6340/10000 (63.40%), error:     10860.98340, best error:     10740.54785 on epoch:    66, epoch:   69/100, mu: 0.9789841175, learning_rate: 0.0000020203, weight_decay: 0.0000132673

epoch time: 824.2329101563s, input_fired_time: 13.5485754013, output_fired_time: 4.5620660782, propagate_forward_time: 238.5177459717, propagate_backward_time: 559.9544677734, weight_update_time: 0.4329299331, other_time: 7.6500244141
epoch time: 49.6959381104s, input_fired_time: 0.8087941408, output_fired_time: 0.0000000000, propagate_forward_time: 47.7227973938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1643447876
validation[          , genome  6381] predictions:    6301/  10000 (63.01%), best:    6340/10000 (63.40%), error:     10767.77344, best error:     10740.54785 on epoch:    66, epoch:   70/100, mu: 0.9795727134, learning_rate: 0.0000018755, weight_decay: 0.0000125647

epoch time: 825.4540405273s, input_fired_time: 13.5844488144, output_fired_time: 4.5547552109, propagate_forward_time: 238.9802398682, propagate_backward_time: 560.6344604492, weight_update_time: 0.4368779659, other_time: 7.7001342773
epoch time: 50.6523246765s, input_fired_time: 0.8291792870, output_fired_time: 0.0000000000, propagate_forward_time: 48.6319122314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1912345886
validation[          , genome  6381] predictions:    6277/  10000 (62.77%), best:    6340/10000 (63.40%), error:     10828.73047, best error:     10740.54785 on epoch:    66, epoch:   71/100, mu: 0.9801298976, learning_rate: 0.0000017410, weight_decay: 0.0000118993

epoch time: 828.9285278320s, input_fired_time: 13.6291751862, output_fired_time: 4.5848259926, propagate_forward_time: 239.8460845947, propagate_backward_time: 563.1765747070, weight_update_time: 0.4393099844, other_time: 7.6918945313
epoch time: 49.7011108398s, input_fired_time: 0.8110567331, output_fired_time: 0.0000000000, propagate_forward_time: 47.7243347168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1657180786
validation[          , genome  6381] predictions:    6294/  10000 (62.94%), best:    6340/10000 (63.40%), error:     10814.02246, best error:     10740.54785 on epoch:    66, epoch:   72/100, mu: 0.9806572795, learning_rate: 0.0000016162, weight_decay: 0.0000112692

epoch time: 823.9970092773s, input_fired_time: 13.5492897034, output_fired_time: 4.5537600517, propagate_forward_time: 238.4484252930, propagate_backward_time: 559.7969970703, weight_update_time: 0.4356447756, other_time: 7.6484985352
epoch time: 49.7971115112s, input_fired_time: 0.8161789179, output_fired_time: 0.0000000000, propagate_forward_time: 47.8130645752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1678695679
validation[          , genome  6381] predictions:    6329/  10000 (63.29%), best:    6340/10000 (63.40%), error:     10803.51855, best error:     10740.54785 on epoch:    66, epoch:   73/100, mu: 0.9811564684, learning_rate: 0.0000015003, weight_decay: 0.0000106724

epoch time: 822.6155395508s, input_fired_time: 13.5283241272, output_fired_time: 4.5407514572, propagate_forward_time: 237.9846496582, propagate_backward_time: 558.9207763672, weight_update_time: 0.4334153831, other_time: 7.6409912109
epoch time: 49.6361770630s, input_fired_time: 0.8112308383, output_fired_time: 0.0000000000, propagate_forward_time: 47.6603393555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1646080017
validation[          , genome  6381] predictions:    6317/  10000 (63.17%), best:    6317/10000 (63.17%), error:     10730.36230, best error:     10730.36230 on epoch:    74, epoch:   74/100, mu: 0.9816290140, learning_rate: 0.0000013927, weight_decay: 0.0000101072

epoch time: 822.4268798828s, input_fired_time: 13.5336484909, output_fired_time: 4.5424199104, propagate_forward_time: 238.0101318359, propagate_backward_time: 558.7106933594, weight_update_time: 0.4346726835, other_time: 7.6300048828
epoch time: 49.6383972168s, input_fired_time: 0.8130993247, output_fired_time: 0.0000000000, propagate_forward_time: 47.6664695740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1588287354
validation[          , genome  6381] predictions:    6286/  10000 (62.86%), best:    6317/10000 (63.17%), error:     10841.55957, best error:     10730.36230 on epoch:    74, epoch:   75/100, mu: 0.9820762873, learning_rate: 0.0000012929, weight_decay: 0.0000095720

epoch time: 823.7384643555s, input_fired_time: 13.5513095856, output_fired_time: 4.5506548882, propagate_forward_time: 238.3507843018, propagate_backward_time: 559.6712036133, weight_update_time: 0.4367879331, other_time: 7.6145019531
epoch time: 49.6077880859s, input_fired_time: 0.8112742305, output_fired_time: 0.0000000000, propagate_forward_time: 47.6287269592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1677856445
validation[          , genome  6381] predictions:    6289/  10000 (62.89%), best:    6317/10000 (63.17%), error:     10763.12109, best error:     10730.36230 on epoch:    74, epoch:   76/100, mu: 0.9824996591, learning_rate: 0.0000012002, weight_decay: 0.0000090651

epoch time: 823.5354003906s, input_fired_time: 13.5479030609, output_fired_time: 4.5521626472, propagate_forward_time: 238.4167175293, propagate_backward_time: 559.3707885742, weight_update_time: 0.4349651933, other_time: 7.6477661133
epoch time: 49.6877021790s, input_fired_time: 0.8098626733, output_fired_time: 0.0000000000, propagate_forward_time: 47.7133865356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1644515991
validation[          , genome  6381] predictions:    6295/  10000 (62.95%), best:    6317/10000 (63.17%), error:     10795.25195, best error:     10730.36230 on epoch:    74, epoch:   77/100, mu: 0.9829004407, learning_rate: 0.0000011141, weight_decay: 0.0000085851

epoch time: 823.1931762695s, input_fired_time: 13.5539016724, output_fired_time: 4.5468373299, propagate_forward_time: 238.3178710938, propagate_backward_time: 559.1458740234, weight_update_time: 0.4355123639, other_time: 7.6287231445
epoch time: 49.7195816040s, input_fired_time: 0.8137390614, output_fired_time: 0.0000000000, propagate_forward_time: 47.7423210144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1635208130
validation[          , genome  6381] predictions:    6353/  10000 (63.53%), best:    6353/10000 (63.53%), error:     10724.00098, best error:     10724.00098 on epoch:    78, epoch:   78/100, mu: 0.9832797647, learning_rate: 0.0000010342, weight_decay: 0.0000081304

epoch time: 822.7659301758s, input_fired_time: 13.5444669724, output_fired_time: 4.5362071991, propagate_forward_time: 238.0755004883, propagate_backward_time: 558.9852294922, weight_update_time: 0.4349295497, other_time: 7.6245117188
epoch time: 49.5531501770s, input_fired_time: 0.8097993731, output_fired_time: 0.0000000000, propagate_forward_time: 47.5817718506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1615791321
validation[          , genome  6381] predictions:    6340/  10000 (63.40%), best:    6353/10000 (63.53%), error:     10735.12793, best error:     10724.00098 on epoch:    78, epoch:   79/100, mu: 0.9836388230, learning_rate: 0.0000009601, weight_decay: 0.0000076999

epoch time: 823.5212402344s, input_fired_time: 13.5542125702, output_fired_time: 4.5432052612, propagate_forward_time: 238.3545379639, propagate_backward_time: 559.4498901367, weight_update_time: 0.4337639213, other_time: 7.6193847656
epoch time: 49.7928504944s, input_fired_time: 0.8120426536, output_fired_time: 0.0000000000, propagate_forward_time: 47.8147048950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1661033630
validation[          , genome  6381] predictions:    6317/  10000 (63.17%), best:    6317/10000 (63.17%), error:     10703.47266, best error:     10703.47266 on epoch:    80, epoch:   80/100, mu: 0.9839787483, learning_rate: 0.0000008912, weight_decay: 0.0000072921

epoch time: 821.7796630859s, input_fired_time: 13.5513973236, output_fired_time: 4.5443439484, propagate_forward_time: 237.8226318359, propagate_backward_time: 558.2484741211, weight_update_time: 0.4340599179, other_time: 7.6127929688
epoch time: 49.8138732910s, input_fired_time: 0.8260340095, output_fired_time: 0.0000000000, propagate_forward_time: 47.8130187988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1748199463
validation[          , genome  6381] predictions:    6346/  10000 (63.46%), best:    6317/10000 (63.17%), error:     10753.08203, best error:     10703.47266 on epoch:    80, epoch:   81/100, mu: 0.9843004942, learning_rate: 0.0000008273, weight_decay: 0.0000069060

epoch time: 822.4502563477s, input_fired_time: 13.5365352631, output_fired_time: 4.5411663055, propagate_forward_time: 238.0098571777, propagate_backward_time: 558.6861572266, weight_update_time: 0.4333124757, other_time: 7.6765136719
epoch time: 49.6237869263s, input_fired_time: 0.8118186593, output_fired_time: 0.0000000000, propagate_forward_time: 47.6442527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1677169800
validation[          , genome  6381] predictions:    6332/  10000 (63.32%), best:    6332/10000 (63.32%), error:     10692.43164, best error:     10692.43164 on epoch:    82, epoch:   82/100, mu: 0.9846050143, learning_rate: 0.0000007680, weight_decay: 0.0000065403

epoch time: 822.9299926758s, input_fired_time: 13.5481700897, output_fired_time: 4.5425782204, propagate_forward_time: 238.1433410645, propagate_backward_time: 559.0769042969, weight_update_time: 0.4354615510, other_time: 7.6190185547
epoch time: 49.6256065369s, input_fired_time: 0.8139163852, output_fired_time: 0.0000000000, propagate_forward_time: 47.6497497559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1619415283
validation[          , genome  6381] predictions:    6303/  10000 (63.03%), best:    6332/10000 (63.32%), error:     10752.75781, best error:     10692.43164 on epoch:    82, epoch:   83/100, mu: 0.9848932624, learning_rate: 0.0000007129, weight_decay: 0.0000061939

epoch time: 822.3273925781s, input_fired_time: 13.5384635925, output_fired_time: 4.5394740105, propagate_forward_time: 237.9915466309, propagate_backward_time: 558.6690063477, weight_update_time: 0.4350140691, other_time: 7.5889282227
epoch time: 49.7193717957s, input_fired_time: 0.8145619631, output_fired_time: 0.0000000000, propagate_forward_time: 47.7391700745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1656379700
validation[          , genome  6381] predictions:    6364/  10000 (63.64%), best:    6332/10000 (63.32%), error:     10703.22852, best error:     10692.43164 on epoch:    82, epoch:   84/100, mu: 0.9851661325, learning_rate: 0.0000006618, weight_decay: 0.0000058659

epoch time: 822.6213989258s, input_fired_time: 13.5436382294, output_fired_time: 4.5467405319, propagate_forward_time: 238.0370941162, propagate_backward_time: 558.8765869141, weight_update_time: 0.4349440336, other_time: 7.6173095703
epoch time: 49.8019294739s, input_fired_time: 0.8160336614, output_fired_time: 0.0000000000, propagate_forward_time: 47.8205680847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1653289795
validation[          , genome  6381] predictions:    6275/  10000 (62.75%), best:    6332/10000 (63.32%), error:     10746.71680, best error:     10692.43164 on epoch:    82, epoch:   85/100, mu: 0.9854243994, learning_rate: 0.0000006144, weight_decay: 0.0000055553

epoch time: 822.8432617188s, input_fired_time: 13.5593376160, output_fired_time: 4.5445137024, propagate_forward_time: 238.1062164307, propagate_backward_time: 558.9799194336, weight_update_time: 0.4331620336, other_time: 7.6533203125
epoch time: 49.6620750427s, input_fired_time: 0.8152596354, output_fired_time: 0.0000000000, propagate_forward_time: 47.6822090149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1646080017
validation[          , genome  6381] predictions:    6335/  10000 (63.35%), best:    6335/10000 (63.35%), error:     10658.11426, best error:     10658.11426 on epoch:    86, epoch:   86/100, mu: 0.9856688976, learning_rate: 0.0000005703, weight_decay: 0.0000052611

epoch time: 822.7564086914s, input_fired_time: 13.5527248383, output_fired_time: 4.5511031151, propagate_forward_time: 238.0656585693, propagate_backward_time: 558.9392089844, weight_update_time: 0.4367044866, other_time: 7.6477050781
epoch time: 49.7575798035s, input_fired_time: 0.8164088130, output_fired_time: 0.0000000000, propagate_forward_time: 47.7759742737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1651954651
validation[          , genome  6381] predictions:    6319/  10000 (63.19%), best:    6335/10000 (63.35%), error:     10712.13477, best error:     10658.11426 on epoch:    86, epoch:   87/100, mu: 0.9859003425, learning_rate: 0.0000005294, weight_decay: 0.0000049825

epoch time: 822.2640991211s, input_fired_time: 13.5573482513, output_fired_time: 4.5490036011, propagate_forward_time: 238.0171356201, propagate_backward_time: 558.5171508789, weight_update_time: 0.4350438118, other_time: 7.6234130859
epoch time: 49.6115570068s, input_fired_time: 0.8151690364, output_fired_time: 0.0000000000, propagate_forward_time: 47.6301002502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1662864685
validation[          , genome  6381] predictions:    6348/  10000 (63.48%), best:    6335/10000 (63.35%), error:     10685.09473, best error:     10658.11426 on epoch:    86, epoch:   88/100, mu: 0.9861193895, learning_rate: 0.0000004915, weight_decay: 0.0000047187

epoch time: 823.4357299805s, input_fired_time: 13.5757741928, output_fired_time: 4.5493283272, propagate_forward_time: 238.2701263428, propagate_backward_time: 559.4101562500, weight_update_time: 0.4361378849, other_time: 7.6303710938
epoch time: 49.5781669617s, input_fired_time: 0.8130500317, output_fired_time: 0.0000000000, propagate_forward_time: 47.6049537659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1601638794
validation[          , genome  6381] predictions:    6362/  10000 (63.62%), best:    6335/10000 (63.35%), error:     10751.28809, best error:     10658.11426 on epoch:    86, epoch:   89/100, mu: 0.9863267541, learning_rate: 0.0000004562, weight_decay: 0.0000044688

epoch time: 824.0114135742s, input_fired_time: 13.5809412003, output_fired_time: 4.5534582138, propagate_forward_time: 238.4911956787, propagate_backward_time: 559.7471923828, weight_update_time: 0.4369719625, other_time: 7.6386108398
epoch time: 49.5840797424s, input_fired_time: 0.8134840131, output_fired_time: 0.0000000000, propagate_forward_time: 47.6085472107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1620483398
validation[          , genome  6381] predictions:    6370/  10000 (63.70%), best:    6335/10000 (63.35%), error:     10696.42676, best error:     10658.11426 on epoch:    86, epoch:   90/100, mu: 0.9865230322, learning_rate: 0.0000004235, weight_decay: 0.0000042321

epoch time: 821.7895507813s, input_fired_time: 13.5536012650, output_fired_time: 4.5372734070, propagate_forward_time: 237.7338409424, propagate_backward_time: 558.3193359375, weight_update_time: 0.4342657328, other_time: 7.6455078125
epoch time: 49.6345405579s, input_fired_time: 0.8165543675, output_fired_time: 0.0000000000, propagate_forward_time: 47.6529273987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1650581360
validation[          , genome  6381] predictions:    6358/  10000 (63.58%), best:    6335/10000 (63.35%), error:     10731.45117, best error:     10658.11426 on epoch:    86, epoch:   91/100, mu: 0.9867088199, learning_rate: 0.0000003932, weight_decay: 0.0000040080

epoch time: 823.7835083008s, input_fired_time: 13.5712404251, output_fired_time: 4.5521960258, propagate_forward_time: 238.4067840576, propagate_backward_time: 559.6344604492, weight_update_time: 0.4348983765, other_time: 7.6188354492
epoch time: 49.6559906006s, input_fired_time: 0.8182590008, output_fired_time: 0.0000000000, propagate_forward_time: 47.6704902649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1672401428
validation[          , genome  6381] predictions:    6360/  10000 (63.60%), best:    6335/10000 (63.35%), error:     10723.87402, best error:     10658.11426 on epoch:    86, epoch:   92/100, mu: 0.9868846536, learning_rate: 0.0000003650, weight_decay: 0.0000037958

epoch time: 822.4913330078s, input_fired_time: 13.5602922440, output_fired_time: 4.5448913574, propagate_forward_time: 237.9916839600, propagate_backward_time: 558.7806396484, weight_update_time: 0.4355761111, other_time: 7.6137695313
epoch time: 49.6472740173s, input_fired_time: 0.8169309497, output_fired_time: 0.0000000000, propagate_forward_time: 47.6627578735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1675834656
validation[          , genome  6381] predictions:    6361/  10000 (63.61%), best:    6335/10000 (63.35%), error:     10680.68164, best error:     10658.11426 on epoch:    86, epoch:   93/100, mu: 0.9870511293, learning_rate: 0.0000003388, weight_decay: 0.0000035948

epoch time: 822.3513183594s, input_fired_time: 13.5550527573, output_fired_time: 4.5461487770, propagate_forward_time: 237.9151916504, propagate_backward_time: 558.6798706055, weight_update_time: 0.4366236329, other_time: 7.6550903320
epoch time: 49.6356697083s, input_fired_time: 0.8158899546, output_fired_time: 0.0000000000, propagate_forward_time: 47.6570205688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1627578735
validation[          , genome  6381] predictions:    6330/  10000 (63.30%), best:    6335/10000 (63.35%), error:     10710.21582, best error:     10658.11426 on epoch:    86, epoch:   94/100, mu: 0.9872087240, learning_rate: 0.0000003145, weight_decay: 0.0000034044

epoch time: 822.7723388672s, input_fired_time: 13.5591449738, output_fired_time: 4.5454587936, propagate_forward_time: 238.0607604980, propagate_backward_time: 558.9642333984, weight_update_time: 0.4368436635, other_time: 7.6427001953
epoch time: 49.6148986816s, input_fired_time: 0.8171783686, output_fired_time: 0.0000000000, propagate_forward_time: 47.6347427368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1629791260
validation[          , genome  6381] predictions:    6345/  10000 (63.45%), best:    6335/10000 (63.35%), error:     10729.62012, best error:     10658.11426 on epoch:    86, epoch:   95/100, mu: 0.9873578548, learning_rate: 0.0000002920, weight_decay: 0.0000032241

epoch time: 823.5808105469s, input_fired_time: 13.5740165710, output_fired_time: 4.5532226563, propagate_forward_time: 238.2702484131, propagate_backward_time: 559.5508422852, weight_update_time: 0.4348132014, other_time: 7.6324462891
epoch time: 49.7300109863s, input_fired_time: 0.8153958321, output_fired_time: 0.0000000000, propagate_forward_time: 47.7445106506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1701049805
validation[          , genome  6381] predictions:    6375/  10000 (63.75%), best:    6335/10000 (63.35%), error:     10707.29688, best error:     10658.11426 on epoch:    86, epoch:   96/100, mu: 0.9874990582, learning_rate: 0.0000002710, weight_decay: 0.0000030534

epoch time: 823.7926025391s, input_fired_time: 13.5781526566, output_fired_time: 4.5505933762, propagate_forward_time: 238.4505615234, propagate_backward_time: 559.5479125977, weight_update_time: 0.4364099801, other_time: 7.6654052734
epoch time: 49.5768394470s, input_fired_time: 0.8140355945, output_fired_time: 0.0000000000, propagate_forward_time: 47.6013946533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1614074707
validation[          , genome  6381] predictions:    6357/  10000 (63.57%), best:    6335/10000 (63.35%), error:     10718.05176, best error:     10658.11426 on epoch:    86, epoch:   97/100, mu: 0.9876326919, learning_rate: 0.0000002516, weight_decay: 0.0000028917

epoch time: 823.4454345703s, input_fired_time: 13.5702114105, output_fired_time: 4.5491786003, propagate_forward_time: 238.2526397705, propagate_backward_time: 559.4251098633, weight_update_time: 0.4346262515, other_time: 7.6483154297
epoch time: 49.7064590454s, input_fired_time: 0.8275220990, output_fired_time: 0.0000000000, propagate_forward_time: 47.7136192322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1653175354
validation[          , genome  6381] predictions:    6331/  10000 (63.31%), best:    6335/10000 (63.35%), error:     10707.98926, best error:     10658.11426 on epoch:    86, epoch:   98/100, mu: 0.9877591729, learning_rate: 0.0000002335, weight_decay: 0.0000027386

epoch time: 824.1221313477s, input_fired_time: 13.5907983780, output_fired_time: 4.5541172028, propagate_forward_time: 238.4898223877, propagate_backward_time: 559.8310546875, weight_update_time: 0.4360883832, other_time: 7.6563110352
epoch time: 49.7721786499s, input_fired_time: 0.8174769878, output_fired_time: 0.0000000000, propagate_forward_time: 47.7887649536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1659355164
validation[          , genome  6381] predictions:    6373/  10000 (63.73%), best:    6335/10000 (63.35%), error:     10689.54004, best error:     10658.11426 on epoch:    86, epoch:   99/100, mu: 0.9878789186, learning_rate: 0.0000002168, weight_decay: 0.0000025935

epoch time: 822.4363403320s, input_fired_time: 13.5551538467, output_fired_time: 4.5498757362, propagate_forward_time: 238.0115051270, propagate_backward_time: 558.7023925781, weight_update_time: 0.4340991676, other_time: 7.6174316406
epoch time: 49.8458557129s, input_fired_time: 0.8211553097, output_fired_time: 0.0000000000, propagate_forward_time: 47.8575820923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1671180725
validation[          , genome  6381] predictions:    6328/  10000 (63.28%), best:    6335/10000 (63.35%), error:     10766.26953, best error:     10658.11426 on epoch:    86, epoch:  100/100, mu: 0.9879922271, learning_rate: 0.0000002013, weight_decay: 0.0000024562

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 247.5319061279s, input_fired_time: 4.0754308701, output_fired_time: 0.0000000000, propagate_forward_time: 237.7189483643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7375335693
best training[          , genome  6381] predictions:   33511/  50000 (67.02%), best:    6335/10000 (63.35%), error:     50107.94531, best error:     10658.11426 on epoch:    86, epoch:  101/100, mu: 0.9880995154, learning_rate: 0.0000001868, weight_decay: 0.0000023261
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 49.8561820984s, input_fired_time: 0.8189796805, output_fired_time: 0.0000000000, propagate_forward_time: 47.8694419861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1677589417
   testing[          , genome  6381] predictions:    6335/  10000 (63.35%), best:    6335/10000 (63.35%), error:     10658.11426, best error:     10658.11426 on epoch:    86, epoch:  101/100, mu: 0.9880995154, learning_rate: 0.0000001868, weight_decay: 0.0000023261
backpropagation finished successfully!
15:41:30 (12864): called boinc_finish(0)

</stderr_txt>
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