Nameexact_genome_1542031203_187_5567_2
Workunit4081011
Created3 Feb 2019, 15:43:33 UTC
Sent3 Feb 2019, 15:43:35 UTC
Report deadline27 Apr 2019, 13:24:02 UTC
Received6 Feb 2019, 5:19:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID83682
Run time1 days 1 hours 37 min 27 sec
CPU time23 hours 58 min 58 sec
Validate stateValid
Credit20,725.78
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size538.23 MB
Peak swap size557.85 MB
Peak disk usage10.54 MB

Stderr output

<core_client_version>7.10.2</core_client_version>
<![CDATA[
<stderr_txt>
fired_time: 5.3611760139, propagate_forward_time: 262.3914489746, propagate_backward_time: 614.2514648438, weight_update_time: 0.3016244471, other_time: 8.7487792969
epoch time: 55.9977760315s, input_fired_time: 0.9523645043, output_fired_time: 0.0000000000, propagate_forward_time: 53.6588897705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3865203857
validation[          , genome  5567] predictions:    5636/  10000 (56.36%), best:    6021/10000 (60.21%), error:     12400.31543, best error:     11490.30859 on epoch:    14, epoch:   15/100, mu: 0.7828660607, learning_rate: 0.0005190794, weight_decay: 0.0002749073

epoch time: 899.1030883789s, input_fired_time: 14.9291381836, output_fired_time: 5.3706207275, propagate_forward_time: 259.8552246094, propagate_backward_time: 610.2478637695, weight_update_time: 0.3330203891, other_time: 8.7002563477
epoch time: 54.3345031738s, input_fired_time: 0.9021637440, output_fired_time: 0.0000000000, propagate_forward_time: 52.1241531372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3081855774
validation[          , genome  5567] predictions:    5890/  10000 (58.90%), best:    6021/10000 (60.21%), error:     11760.80176, best error:     11490.30859 on epoch:    14, epoch:   16/100, mu: 0.7939621806, learning_rate: 0.0004812650, weight_decay: 0.0002609810

epoch time: 931.5304565430s, input_fired_time: 15.4887018204, output_fired_time: 5.5354089737, propagate_forward_time: 270.4360961914, propagate_backward_time: 631.1835327148, weight_update_time: 0.3484345973, other_time: 8.8867187500
epoch time: 54.6731224060s, input_fired_time: 0.9385521412, output_fired_time: 0.0000000000, propagate_forward_time: 52.3737869263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3607826233
validation[          , genome  5567] predictions:    5746/  10000 (57.46%), best:    6021/10000 (60.21%), error:     12176.49023, best error:     11490.30859 on epoch:    14, epoch:   17/100, mu: 0.8044638634, learning_rate: 0.0004462054, weight_decay: 0.0002477602

epoch time: 908.3382568359s, input_fired_time: 15.0267467499, output_fired_time: 5.4859633446, propagate_forward_time: 262.6784667969, propagate_backward_time: 616.4783325195, weight_update_time: 0.3171182275, other_time: 8.6687622070
epoch time: 54.8837280273s, input_fired_time: 0.9338849783, output_fired_time: 0.0000000000, propagate_forward_time: 52.5513572693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3984870911
validation[          , genome  5567] predictions:    6084/  10000 (60.84%), best:    6084/10000 (60.84%), error:     11296.22852, best error:     11296.22852 on epoch:    18, epoch:   18/100, mu: 0.8144029975, learning_rate: 0.0004136999, weight_decay: 0.0002352091

epoch time: 900.0261230469s, input_fired_time: 14.8132648468, output_fired_time: 5.2017755508, propagate_forward_time: 260.4299011230, propagate_backward_time: 611.2229614258, weight_update_time: 0.3381298482, other_time: 8.3582153320
epoch time: 50.7072486877s, input_fired_time: 0.8274710774, output_fired_time: 0.0000000000, propagate_forward_time: 48.7183151245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1614608765
validation[          , genome  5567] predictions:    6162/  10000 (61.62%), best:    6162/10000 (61.62%), error:     11098.20898, best error:     11098.20898 on epoch:    19, epoch:   19/100, mu: 0.8238096833, learning_rate: 0.0003835623, weight_decay: 0.0002232938

epoch time: 903.8320922852s, input_fired_time: 14.8315982819, output_fired_time: 5.2892918587, propagate_forward_time: 261.7938232422, propagate_backward_time: 613.4710693359, weight_update_time: 0.3247277737, other_time: 8.4462890625
epoch time: 54.9796218872s, input_fired_time: 0.9265475869, output_fired_time: 0.0000000000, propagate_forward_time: 52.7185821533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3344917297
validation[          , genome  5567] predictions:    5894/  10000 (58.94%), best:    6162/10000 (61.62%), error:     11594.92480, best error:     11098.20898 on epoch:    19, epoch:   20/100, mu: 0.8327124715, learning_rate: 0.0003556203, weight_decay: 0.0002119821

epoch time: 879.3183593750s, input_fired_time: 14.4432201385, output_fired_time: 5.1121883392, propagate_forward_time: 256.1620788574, propagate_backward_time: 595.5142822266, weight_update_time: 0.2967931926, other_time: 8.0865478516
epoch time: 50.4530220032s, input_fired_time: 0.7918957472, output_fired_time: 0.0000000000, propagate_forward_time: 48.5351676941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1259574890
validation[          , genome  5567] predictions:    6121/  10000 (61.21%), best:    6121/10000 (61.21%), error:     11084.36523, best error:     11084.36523 on epoch:    21, epoch:   21/100, mu: 0.8411383033, learning_rate: 0.0003297137, weight_decay: 0.0002012435

epoch time: 838.6234130859s, input_fired_time: 13.4116439819, output_fired_time: 4.5733098984, propagate_forward_time: 242.9994201660, propagate_backward_time: 570.0391845703, weight_update_time: 0.2509195805, other_time: 7.5998535156
epoch time: 51.0331344604s, input_fired_time: 0.8218235373, output_fired_time: 0.0000000000, propagate_forward_time: 48.9950408936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2162704468
validation[          , genome  5567] predictions:    5644/  10000 (56.44%), best:    6121/10000 (61.21%), error:     12230.86426, best error:     11084.36523 on epoch:    21, epoch:   22/100, mu: 0.8491128087, learning_rate: 0.0003056944, weight_decay: 0.0001910489

epoch time: 841.8753051758s, input_fired_time: 13.3938474655, output_fired_time: 4.5646109581, propagate_forward_time: 243.9013519287, propagate_backward_time: 572.3381958008, weight_update_time: 0.2785340548, other_time: 7.6772460938
epoch time: 50.0660934448s, input_fired_time: 0.7839539051, output_fired_time: 0.0000000000, propagate_forward_time: 48.0950775146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1870613098
validation[          , genome  5567] predictions:    6204/  10000 (62.04%), best:    6204/10000 (62.04%), error:     11034.44336, best error:     11034.44336 on epoch:    23, epoch:   23/100, mu: 0.8566601276, learning_rate: 0.0002834249, weight_decay: 0.0001813707

epoch time: 830.9088745117s, input_fired_time: 13.3187694550, output_fired_time: 4.5752406120, propagate_forward_time: 240.4988708496, propagate_backward_time: 564.9837646484, weight_update_time: 0.2679785490, other_time: 7.5322265625
epoch time: 49.8745536804s, input_fired_time: 0.7720421553, output_fired_time: 0.0000000000, propagate_forward_time: 47.9412879944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1612243652
validation[          , genome  5567] predictions:    5983/  10000 (59.83%), best:    6204/10000 (62.04%), error:     11631.81152, best error:     11034.44336 on epoch:    23, epoch:   24/100, mu: 0.8638030887, learning_rate: 0.0002627778, weight_decay: 0.0001721827

epoch time: 853.3467407227s, input_fired_time: 13.7028789520, output_fired_time: 4.7013506889, propagate_forward_time: 247.0371704102, propagate_backward_time: 579.9655761719, weight_update_time: 0.2775785327, other_time: 7.9397583008
epoch time: 50.1666297913s, input_fired_time: 0.8290558457, output_fired_time: 0.0000000000, propagate_forward_time: 48.1567687988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1808052063
validation[          , genome  5567] predictions:    5942/  10000 (59.42%), best:    6204/10000 (62.04%), error:     11585.06641, best error:     11034.44336 on epoch:    23, epoch:   25/100, mu: 0.8705634475, learning_rate: 0.0002436347, weight_decay: 0.0001634603

epoch time: 827.2622070313s, input_fired_time: 13.2275266647, output_fired_time: 4.4976410866, propagate_forward_time: 239.1669921875, propagate_backward_time: 562.8700561523, weight_update_time: 0.2599963546, other_time: 7.5000000000
epoch time: 49.9124450684s, input_fired_time: 0.8010997176, output_fired_time: 0.0000000000, propagate_forward_time: 47.9345932007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1767539978
validation[          , genome  5567] predictions:    6171/  10000 (61.71%), best:    6171/10000 (61.71%), error:     10923.46973, best error:     10923.46973 on epoch:    26, epoch:   26/100, mu: 0.8769616485, learning_rate: 0.0002258862, weight_decay: 0.0001551797

epoch time: 828.4284667969s, input_fired_time: 13.2907104492, output_fired_time: 4.4672923088, propagate_forward_time: 240.4150238037, propagate_backward_time: 562.7702026367, weight_update_time: 0.2517362535, other_time: 7.4852294922
epoch time: 50.0538787842s, input_fired_time: 0.7750320435, output_fired_time: 0.0000000000, propagate_forward_time: 48.1008987427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1779479980
validation[          , genome  5567] predictions:    6065/  10000 (60.65%), best:    6171/10000 (61.71%), error:     11162.01855, best error:     10923.46973 on epoch:    26, epoch:   27/100, mu: 0.8830170631, learning_rate: 0.0002094306, weight_decay: 0.0001473185

epoch time: 826.5477905273s, input_fired_time: 13.1666774750, output_fired_time: 4.4791793823, propagate_forward_time: 239.5236816406, propagate_backward_time: 561.8176269531, weight_update_time: 0.2703152895, other_time: 7.5606079102
epoch time: 49.9850959778s, input_fired_time: 0.8147915602, output_fired_time: 0.0000000000, propagate_forward_time: 48.0011177063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1691856384
validation[          , genome  5567] predictions:    6134/  10000 (61.34%), best:    6171/10000 (61.71%), error:     11137.04590, best error:     10923.46973 on epoch:    26, epoch:   28/100, mu: 0.8887481093, learning_rate: 0.0001941739, weight_decay: 0.0001398556

epoch time: 833.5476074219s, input_fired_time: 13.4040689468, output_fired_time: 4.4749975204, propagate_forward_time: 241.9445800781, propagate_backward_time: 566.2034301758, weight_update_time: 0.2582578659, other_time: 7.5205688477
epoch time: 49.8693275452s, input_fired_time: 0.7790775299, output_fired_time: 0.0000000000, propagate_forward_time: 47.9306640625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1595840454
validation[          , genome  5567] predictions:    5896/  10000 (58.96%), best:    6171/10000 (61.71%), error:     11705.53418, best error:     10923.46973 on epoch:    26, epoch:   29/100, mu: 0.8941721320, learning_rate: 0.0001800285, weight_decay: 0.0001327708

epoch time: 830.1693115234s, input_fired_time: 13.4167938232, output_fired_time: 4.5592913628, propagate_forward_time: 240.7593536377, propagate_backward_time: 563.8684692383, weight_update_time: 0.2554766536, other_time: 7.5654296875
epoch time: 50.1863174438s, input_fired_time: 0.8152007461, output_fired_time: 0.0000000000, propagate_forward_time: 48.1915855408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1795310974
validation[          , genome  5567] predictions:    6191/  10000 (61.91%), best:    6191/10000 (61.91%), error:     10889.18262, best error:     10889.18262 on epoch:    30, epoch:   30/100, mu: 0.8993055820, learning_rate: 0.0001669136, weight_decay: 0.0001260449

epoch time: 831.7075195313s, input_fired_time: 13.3111734390, output_fired_time: 4.5823903084, propagate_forward_time: 240.5260162354, propagate_backward_time: 565.7182006836, weight_update_time: 0.2689708173, other_time: 7.5697631836
epoch time: 51.7223052979s, input_fired_time: 0.7814747095, output_fired_time: 0.0000000000, propagate_forward_time: 49.7317466736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2090835571
validation[          , genome  5567] predictions:    6235/  10000 (62.35%), best:    6235/10000 (62.35%), error:     10887.60352, best error:     10887.60352 on epoch:    31, epoch:   31/100, mu: 0.9041640759, learning_rate: 0.0001547542, weight_decay: 0.0001196597

epoch time: 833.8107910156s, input_fired_time: 13.3606395721, output_fired_time: 4.5481386185, propagate_forward_time: 241.9295959473, propagate_backward_time: 566.3997192383, weight_update_time: 0.2583055496, other_time: 7.5726928711
epoch time: 51.7137794495s, input_fired_time: 0.8167855740, output_fired_time: 0.0000000000, propagate_forward_time: 49.6528129578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2441825867
validation[          , genome  5567] predictions:    6092/  10000 (60.92%), best:    6235/10000 (62.35%), error:     11182.50098, best error:     10887.60352 on epoch:    31, epoch:   32/100, mu: 0.9087622762, learning_rate: 0.0001434805, weight_decay: 0.0001135979

epoch time: 839.0416259766s, input_fired_time: 13.3968477249, output_fired_time: 4.5738792419, propagate_forward_time: 243.1613922119, propagate_backward_time: 570.2326660156, weight_update_time: 0.2523702383, other_time: 7.6768798828
epoch time: 52.3361549377s, input_fired_time: 0.8287414312, output_fired_time: 0.0000000000, propagate_forward_time: 50.2648200989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2425918579
validation[          , genome  5567] predictions:    6319/  10000 (63.19%), best:    6319/10000 (63.19%), error:     10780.16797, best error:     10780.16797 on epoch:    33, epoch:   33/100, mu: 0.9131141305, learning_rate: 0.0001330281, weight_decay: 0.0001078432

epoch time: 831.4841918945s, input_fired_time: 13.4076204300, output_fired_time: 4.7090182304, propagate_forward_time: 240.5960693359, propagate_backward_time: 565.2393188477, weight_update_time: 0.2605574727, other_time: 7.5321655273
epoch time: 50.7714118958s, input_fired_time: 0.8034157753, output_fired_time: 0.0000000000, propagate_forward_time: 48.7951431274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1728515625
validation[          , genome  5567] predictions:    6245/  10000 (62.45%), best:    6319/10000 (63.19%), error:     10929.84570, best error:     10780.16797 on epoch:    33, epoch:   34/100, mu: 0.9172328711, learning_rate: 0.0001233372, weight_decay: 0.0001023801

epoch time: 832.0335083008s, input_fired_time: 13.4012336731, output_fired_time: 4.5633435249, propagate_forward_time: 240.6771392822, propagate_backward_time: 565.8517456055, weight_update_time: 0.2550947368, other_time: 7.5400390625
epoch time: 50.1659049988s, input_fired_time: 0.7985662818, output_fired_time: 0.0000000000, propagate_forward_time: 48.1991195679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1682205200
validation[          , genome  5567] predictions:    5978/  10000 (59.78%), best:    6319/10000 (63.19%), error:     11414.52344, best error:     10780.16797 on epoch:    33, epoch:   35/100, mu: 0.9211310148, learning_rate: 0.0001143522, weight_decay: 0.0000971937

epoch time: 832.3794555664s, input_fired_time: 13.4423799515, output_fired_time: 4.5259580612, propagate_forward_time: 241.3685607910, propagate_backward_time: 565.4653320313, weight_update_time: 0.2518621683, other_time: 7.5772705078
epoch time: 51.2623634338s, input_fired_time: 0.8632879257, output_fired_time: 0.0000000000, propagate_forward_time: 49.2022247314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1968498230
validation[          , genome  5567] predictions:    6204/  10000 (62.04%), best:    6319/10000 (63.19%), error:     11045.18652, best error:     10780.16797 on epoch:    33, epoch:   36/100, mu: 0.9248203039, learning_rate: 0.0001060218, weight_decay: 0.0000922700

epoch time: 833.2968139648s, input_fired_time: 13.3653850555, output_fired_time: 4.5011506081, propagate_forward_time: 241.1111755371, propagate_backward_time: 566.7036132813, weight_update_time: 0.2898839712, other_time: 7.6154785156
epoch time: 50.0988082886s, input_fired_time: 0.7934316993, output_fired_time: 0.0000000000, propagate_forward_time: 48.1356430054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1697349548
validation[          , genome  5567] predictions:    6143/  10000 (61.43%), best:    6319/10000 (63.19%), error:     11149.48535, best error:     10780.16797 on epoch:    33, epoch:   37/100, mu: 0.9283119440, learning_rate: 0.0000982982, weight_decay: 0.0000875958

epoch time: 832.7360229492s, input_fired_time: 13.4318943024, output_fired_time: 4.5688643456, propagate_forward_time: 241.4244384766, propagate_backward_time: 565.6189575195, weight_update_time: 0.2645515203, other_time: 7.6918945313
epoch time: 50.1643867493s, input_fired_time: 0.7877497673, output_fired_time: 0.0000000000, propagate_forward_time: 48.1789512634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1976852417
validation[          , genome  5567] predictions:    6223/  10000 (62.23%), best:    6319/10000 (63.19%), error:     10785.55176, best error:     10780.16797 on epoch:    33, epoch:   38/100, mu: 0.9316165447, learning_rate: 0.0000911373, weight_decay: 0.0000831584

epoch time: 833.2354736328s, input_fired_time: 13.3523740768, output_fired_time: 4.5850477219, propagate_forward_time: 241.2560577393, propagate_backward_time: 566.4776611328, weight_update_time: 0.2632888556, other_time: 7.5643920898
epoch time: 50.2521667480s, input_fired_time: 0.7885007858, output_fired_time: 0.0000000000, propagate_forward_time: 48.2278213501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2358436584
validation[          , genome  5567] predictions:    6293/  10000 (62.93%), best:    6293/10000 (62.93%), error:     10701.17383, best error:     10701.17383 on epoch:    39, epoch:   39/100, mu: 0.9347441196, learning_rate: 0.0000844981, weight_decay: 0.0000789457

epoch time: 831.5259399414s, input_fired_time: 13.3869266510, output_fired_time: 4.5518770218, propagate_forward_time: 240.0687866211, propagate_backward_time: 565.9203491211, weight_update_time: 0.2619800270, other_time: 7.5980224609
epoch time: 50.7035484314s, input_fired_time: 0.8234235644, output_fired_time: 0.0000000000, propagate_forward_time: 48.6349754333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2451477051
validation[          , genome  5567] predictions:    6263/  10000 (62.63%), best:    6293/10000 (62.93%), error:     10742.28125, best error:     10701.17383 on epoch:    39, epoch:   40/100, mu: 0.9377041459, learning_rate: 0.0000783425, weight_decay: 0.0000749465

epoch time: 860.7874145508s, input_fired_time: 13.9032707214, output_fired_time: 4.7158432007, propagate_forward_time: 249.0428466797, propagate_backward_time: 585.1755981445, weight_update_time: 0.2814009190, other_time: 7.9498901367
epoch time: 53.7273063660s, input_fired_time: 0.8306549788, output_fired_time: 0.0000000000, propagate_forward_time: 51.6046409607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2920112610
validation[          , genome  5567] predictions:    6275/  10000 (62.75%), best:    6293/10000 (62.93%), error:     10802.31934, best error:     10701.17383 on epoch:    39, epoch:   41/100, mu: 0.9405056238, learning_rate: 0.0000726353, weight_decay: 0.0000711498

epoch time: 852.8808593750s, input_fired_time: 13.9843378067, output_fired_time: 4.6386098862, propagate_forward_time: 247.4732666016, propagate_backward_time: 579.0455322266, weight_update_time: 0.2627526820, other_time: 7.7391357422
epoch time: 50.2716255188s, input_fired_time: 0.7869895101, output_fired_time: 0.0000000000, propagate_forward_time: 48.2928237915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1918106079
validation[          , genome  5567] predictions:    6162/  10000 (61.62%), best:    6293/10000 (62.93%), error:     11009.31055, best error:     10701.17383 on epoch:    39, epoch:   42/100, mu: 0.9431570172, learning_rate: 0.0000673439, weight_decay: 0.0000675455

epoch time: 832.0878906250s, input_fired_time: 13.4652557373, output_fired_time: 4.5133371353, propagate_forward_time: 240.8634338379, propagate_backward_time: 565.6726074219, weight_update_time: 0.2537073493, other_time: 7.5732421875
epoch time: 50.2984809875s, input_fired_time: 0.8478862643, output_fired_time: 0.0000000000, propagate_forward_time: 48.2178688049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2327270508
validation[          , genome  5567] predictions:    6294/  10000 (62.94%), best:    6294/10000 (62.94%), error:     10633.32617, best error:     10633.32617 on epoch:    43, epoch:   43/100, mu: 0.9456663728, learning_rate: 0.0000624380, weight_decay: 0.0000641237

epoch time: 834.7033691406s, input_fired_time: 13.5423803329, output_fired_time: 4.5555186272, propagate_forward_time: 242.2380981445, propagate_backward_time: 566.7844848633, weight_update_time: 0.2559660971, other_time: 7.5828857422
epoch time: 50.4101295471s, input_fired_time: 0.8136258721, output_fired_time: 0.0000000000, propagate_forward_time: 48.4378242493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1586799622
validation[          , genome  5567] predictions:    6315/  10000 (63.15%), best:    6315/10000 (63.15%), error:     10618.73242, best error:     10618.73242 on epoch:    44, epoch:   44/100, mu: 0.9480413198, learning_rate: 0.0000578895, weight_decay: 0.0000608753

epoch time: 834.9790649414s, input_fired_time: 13.6385631561, output_fired_time: 4.5796146393, propagate_forward_time: 242.0270538330, propagate_backward_time: 567.2108154297, weight_update_time: 0.2509098649, other_time: 7.5230712891
epoch time: 51.5445861816s, input_fired_time: 0.8840058446, output_fired_time: 0.0000000000, propagate_forward_time: 49.3892593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2713203430
validation[          , genome  5567] predictions:    6328/  10000 (63.28%), best:    6315/10000 (63.15%), error:     10706.18652, best error:     10618.73242 on epoch:    44, epoch:   45/100, mu: 0.9502890110, learning_rate: 0.0000536723, weight_decay: 0.0000577915

epoch time: 834.1172485352s, input_fired_time: 13.5644283295, output_fired_time: 4.5549855232, propagate_forward_time: 241.5630035400, propagate_backward_time: 566.7678833008, weight_update_time: 0.2562398016, other_time: 7.6669311523
epoch time: 50.5903739929s, input_fired_time: 0.8085116744, output_fired_time: 0.0000000000, propagate_forward_time: 48.5881652832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1936988831
validation[          , genome  5567] predictions:    6415/  10000 (64.15%), best:    6415/10000 (64.15%), error:     10449.42871, best error:     10449.42871 on epoch:    46, epoch:   46/100, mu: 0.9524163008, learning_rate: 0.0000497623, weight_decay: 0.0000548639

epoch time: 834.9553222656s, input_fired_time: 13.4997301102, output_fired_time: 4.5762767792, propagate_forward_time: 241.6210632324, propagate_backward_time: 567.6390380859, weight_update_time: 0.2595085502, other_time: 7.6191406250
epoch time: 51.9189872742s, input_fired_time: 0.8717390299, output_fired_time: 0.0000000000, propagate_forward_time: 49.7969169617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2503318787
validation[          , genome  5567] predictions:    6368/  10000 (63.68%), best:    6415/10000 (64.15%), error:     10535.85449, best error:     10449.42871 on epoch:    46, epoch:   47/100, mu: 0.9544296265, learning_rate: 0.0000461372, weight_decay: 0.0000520846

epoch time: 836.7415771484s, input_fired_time: 13.6374330521, output_fired_time: 4.6149001122, propagate_forward_time: 242.1439666748, propagate_backward_time: 568.7940673828, weight_update_time: 0.2621117234, other_time: 7.5511474609
epoch time: 50.6764297485s, input_fired_time: 0.8515852690, output_fired_time: 0.0000000000, propagate_forward_time: 48.6350784302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1897659302
validation[          , genome  5567] predictions:    6424/  10000 (64.24%), best:    6424/10000 (64.24%), error:     10344.16016, best error:     10344.16016 on epoch:    48, epoch:   48/100, mu: 0.9563351274, learning_rate: 0.0000427761, weight_decay: 0.0000494461

epoch time: 838.7593383789s, input_fired_time: 13.4946775436, output_fired_time: 4.5424437523, propagate_forward_time: 242.9160003662, propagate_backward_time: 570.1746215820, weight_update_time: 0.2819512188, other_time: 7.6315917969
epoch time: 51.5207748413s, input_fired_time: 0.8682957888, output_fired_time: 0.0000000000, propagate_forward_time: 49.4358634949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2166137695
validation[          , genome  5567] predictions:    6365/  10000 (63.65%), best:    6424/10000 (64.24%), error:     10514.59668, best error:     10344.16016 on epoch:    48, epoch:   49/100, mu: 0.9581385255, learning_rate: 0.0000396599, weight_decay: 0.0000469412

epoch time: 835.6261596680s, input_fired_time: 13.6392345428, output_fired_time: 4.6189522743, propagate_forward_time: 241.9729003906, propagate_backward_time: 567.8007202148, weight_update_time: 0.2590506971, other_time: 7.5943603516
epoch time: 50.0297698975s, input_fired_time: 0.7946975827, output_fired_time: 0.0000000000, propagate_forward_time: 48.0492019653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1858711243
validation[          , genome  5567] predictions:    6409/  10000 (64.09%), best:    6424/10000 (64.24%), error:     10409.05273, best error:     10344.16016 on epoch:    48, epoch:   50/100, mu: 0.9598453641, learning_rate: 0.0000367708, weight_decay: 0.0000445633

epoch time: 835.6657714844s, input_fired_time: 13.5103607178, output_fired_time: 4.6370186806, propagate_forward_time: 242.0736999512, propagate_backward_time: 567.9093017578, weight_update_time: 0.2597987056, other_time: 7.5354003906
epoch time: 50.3559684753s, input_fired_time: 0.8235126138, output_fired_time: 0.0000000000, propagate_forward_time: 48.3072357178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2252197266
validation[          , genome  5567] predictions:    6367/  10000 (63.67%), best:    6424/10000 (64.24%), error:     10556.67676, best error:     10344.16016 on epoch:    48, epoch:   51/100, mu: 0.9614607692, learning_rate: 0.0000340921, weight_decay: 0.0000423058

epoch time: 835.9177246094s, input_fired_time: 13.4552755356, output_fired_time: 4.6121244431, propagate_forward_time: 242.2586212158, propagate_backward_time: 567.9360961914, weight_update_time: 0.2716277838, other_time: 7.6556396484
epoch time: 52.5374145508s, input_fired_time: 0.8437031507, output_fired_time: 0.0000000000, propagate_forward_time: 50.4778785706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2158317566
validation[          , genome  5567] predictions:    6401/  10000 (64.01%), best:    6424/10000 (64.24%), error:     10364.96191, best error:     10344.16016 on epoch:    48, epoch:   52/100, mu: 0.9629896283, learning_rate: 0.0000316085, weight_decay: 0.0000401626

epoch time: 834.8038940430s, input_fired_time: 13.4907445908, output_fired_time: 4.5932693481, propagate_forward_time: 241.3895721436, propagate_backward_time: 567.7461547852, weight_update_time: 0.2641541064, other_time: 7.5841674805
epoch time: 50.3820114136s, input_fired_time: 0.8378319740, output_fired_time: 0.0000000000, propagate_forward_time: 48.3212471008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2229309082
validation[          , genome  5567] predictions:    6140/  10000 (61.40%), best:    6424/10000 (64.24%), error:     11023.15820, best error:     10344.16016 on epoch:    48, epoch:   53/100, mu: 0.9644365907, learning_rate: 0.0000293058, weight_decay: 0.0000381281

epoch time: 837.8875732422s, input_fired_time: 13.5441150665, output_fired_time: 4.6152338982, propagate_forward_time: 241.9714508057, propagate_backward_time: 570.0339965820, weight_update_time: 0.2790363431, other_time: 7.7227783203
epoch time: 50.4603958130s, input_fired_time: 0.8270382881, output_fired_time: 0.0000000000, propagate_forward_time: 48.3961334229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2372245789
validation[          , genome  5567] predictions:    6458/  10000 (64.58%), best:    6458/10000 (64.58%), error:     10326.00488, best error:     10326.00488 on epoch:    54, epoch:   54/100, mu: 0.9658060074, learning_rate: 0.0000271709, weight_decay: 0.0000361966

epoch time: 833.5994873047s, input_fired_time: 13.4375648499, output_fired_time: 4.5222511292, propagate_forward_time: 241.3668212891, propagate_backward_time: 566.7021484375, weight_update_time: 0.2625174522, other_time: 7.5706787109
epoch time: 50.1834487915s, input_fired_time: 0.8214836717, output_fired_time: 0.0000000000, propagate_forward_time: 48.1668891907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1950759888
validation[          , genome  5567] predictions:    6289/  10000 (62.89%), best:    6458/10000 (64.58%), error:     10720.64160, best error:     10326.00488 on epoch:    54, epoch:   55/100, mu: 0.9671020508, learning_rate: 0.0000251916, weight_decay: 0.0000343629

epoch time: 835.0938110352s, input_fired_time: 13.5520610809, output_fired_time: 4.5656991005, propagate_forward_time: 241.4468536377, propagate_backward_time: 567.9351196289, weight_update_time: 0.2635327280, other_time: 7.5941162109
epoch time: 50.8198776245s, input_fired_time: 0.8141242862, output_fired_time: 0.0000000000, propagate_forward_time: 48.7873573303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2183952332
validation[          , genome  5567] predictions:    6434/  10000 (64.34%), best:    6434/10000 (64.34%), error:     10279.24414, best error:     10279.24414 on epoch:    56, epoch:   56/100, mu: 0.9683287144, learning_rate: 0.0000233564, weight_decay: 0.0000326221

epoch time: 828.2153930664s, input_fired_time: 13.3554086685, output_fired_time: 4.5471191406, propagate_forward_time: 240.0578613281, propagate_backward_time: 562.7357788086, weight_update_time: 0.2588081956, other_time: 7.5192260742
epoch time: 51.7452697754s, input_fired_time: 0.8452216387, output_fired_time: 0.0000000000, propagate_forward_time: 49.6997451782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2003021240
validation[          , genome  5567] predictions:    6428/  10000 (64.28%), best:    6434/10000 (64.34%), error:     10321.85547, best error:     10279.24414 on epoch:    56, epoch:   57/100, mu: 0.9694896340, learning_rate: 0.0000216549, weight_decay: 0.0000309696

epoch time: 848.2308349609s, input_fired_time: 13.7669067383, output_fired_time: 4.7467513084, propagate_forward_time: 246.0448303223, propagate_backward_time: 575.9167480469, weight_update_time: 0.2741682827, other_time: 7.7556152344
epoch time: 50.4497032166s, input_fired_time: 0.8002350926, output_fired_time: 0.0000000000, propagate_forward_time: 48.4362831116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2131843567
validation[          , genome  5567] predictions:    6461/  10000 (64.61%), best:    6434/10000 (64.34%), error:     10348.72168, best error:     10279.24414 on epoch:    56, epoch:   58/100, mu: 0.9705883861, learning_rate: 0.0000200774, weight_decay: 0.0000294007

epoch time: 822.1904907227s, input_fired_time: 13.3405008316, output_fired_time: 4.4843258858, propagate_forward_time: 238.7804870605, propagate_backward_time: 558.3228149414, weight_update_time: 0.2534953952, other_time: 7.2623901367
epoch time: 49.6046066284s, input_fired_time: 0.8322464824, output_fired_time: 0.0000000000, propagate_forward_time: 47.6412086487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1311531067
validation[          , genome  5567] predictions:    6471/  10000 (64.71%), best:    6434/10000 (64.34%), error:     10292.67480, best error:     10279.24414 on epoch:    56, epoch:   59/100, mu: 0.9716282487, learning_rate: 0.0000186148, weight_decay: 0.0000279113

epoch time: 823.7188110352s, input_fired_time: 13.5172758102, output_fired_time: 4.4834694862, propagate_forward_time: 238.5269622803, propagate_backward_time: 559.8922119141, weight_update_time: 0.2563466430, other_time: 7.2988891602
epoch time: 49.9420318604s, input_fired_time: 0.7987280488, output_fired_time: 0.0000000000, propagate_forward_time: 48.0222015381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1211013794
validation[          , genome  5567] predictions:    6476/  10000 (64.76%), best:    6476/10000 (64.76%), error:     10235.03418, best error:     10235.03418 on epoch:    60, epoch:   60/100, mu: 0.9726124406, learning_rate: 0.0000172587, weight_decay: 0.0000264974

epoch time: 835.4559326172s, input_fired_time: 13.7055234909, output_fired_time: 4.5818185806, propagate_forward_time: 242.6257629395, propagate_backward_time: 567.1804199219, weight_update_time: 0.2576757073, other_time: 7.3624267578
epoch time: 49.8025894165s, input_fired_time: 0.8428905010, output_fired_time: 0.0000000000, propagate_forward_time: 47.8080711365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1516265869
validation[          , genome  5567] predictions:    6421/  10000 (64.21%), best:    6476/10000 (64.76%), error:     10326.14063, best error:     10235.03418 on epoch:    60, epoch:   61/100, mu: 0.9735438824, learning_rate: 0.0000160014, weight_decay: 0.0000251551

epoch time: 825.2864990234s, input_fired_time: 13.4525346756, output_fired_time: 4.5291037560, propagate_forward_time: 239.6396179199, propagate_backward_time: 560.3956909180, weight_update_time: 0.2648382187, other_time: 7.2695922852
epoch time: 49.7294425964s, input_fired_time: 0.8016085625, output_fired_time: 0.0000000000, propagate_forward_time: 47.7983818054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1294517517
validation[          , genome  5567] predictions:    6371/  10000 (63.71%), best:    6476/10000 (64.76%), error:     10478.70508, best error:     10235.03418 on epoch:    60, epoch:   62/100, mu: 0.9744254351, learning_rate: 0.0000148357, weight_decay: 0.0000238808

epoch time: 823.6591186523s, input_fired_time: 13.2302932739, output_fired_time: 4.5596332550, propagate_forward_time: 237.9386901855, propagate_backward_time: 560.6707763672, weight_update_time: 0.2619822323, other_time: 7.2597656250
epoch time: 49.6650772095s, input_fired_time: 0.8118466139, output_fired_time: 0.0000000000, propagate_forward_time: 47.7268714905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1263580322
validation[          , genome  5567] predictions:    6453/  10000 (64.53%), best:    6476/10000 (64.76%), error:     10289.49219, best error:     10235.03418 on epoch:    60, epoch:   63/100, mu: 0.9752597809, learning_rate: 0.0000137550, weight_decay: 0.0000226710

epoch time: 825.7871093750s, input_fired_time: 13.5259180069, output_fired_time: 4.4635496140, propagate_forward_time: 239.8983917236, propagate_backward_time: 560.6087646484, weight_update_time: 0.2552965283, other_time: 7.2904663086
epoch time: 49.8081893921s, input_fired_time: 0.8140597939, output_fired_time: 0.0000000000, propagate_forward_time: 47.7994956970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1946334839
validation[          , genome  5567] predictions:    6422/  10000 (64.22%), best:    6476/10000 (64.76%), error:     10361.10059, best error:     10235.03418 on epoch:    60, epoch:   64/100, mu: 0.9760494232, learning_rate: 0.0000127529, weight_decay: 0.0000215225

epoch time: 858.4396972656s, input_fired_time: 13.9189023972, output_fired_time: 4.6738057137, propagate_forward_time: 248.5997772217, propagate_backward_time: 583.4942626953, weight_update_time: 0.2823725641, other_time: 7.7529296875
epoch time: 57.7868347168s, input_fired_time: 0.9466204643, output_fired_time: 0.0000000000, propagate_forward_time: 55.4681625366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3720512390
validation[          , genome  5567] predictions:    6469/  10000 (64.69%), best:    6476/10000 (64.76%), error:     10252.30273, best error:     10235.03418 on epoch:    60, epoch:   65/100, mu: 0.9767967463, learning_rate: 0.0000118239, weight_decay: 0.0000204322

epoch time: 1054.5255126953s, input_fired_time: 16.9269504547, output_fired_time: 5.9126262665, propagate_forward_time: 305.8415222168, propagate_backward_time: 715.9297485352, weight_update_time: 0.3395285904, other_time: 9.9146118164
epoch time: 51.4325180054s, input_fired_time: 0.8498986363, output_fired_time: 0.0000000000, propagate_forward_time: 49.3881607056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1944580078
validation[          , genome  5567] predictions:    6498/  10000 (64.98%), best:    6476/10000 (64.76%), error:     10285.09375, best error:     10235.03418 on epoch:    60, epoch:   66/100, mu: 0.9775040150, learning_rate: 0.0000109625, weight_decay: 0.0000193972

epoch time: 887.7389526367s, input_fired_time: 14.5674667358, output_fired_time: 4.7731566429, propagate_forward_time: 257.6625366211, propagate_backward_time: 602.6730346680, weight_update_time: 0.3226549029, other_time: 8.0628051758
epoch time: 58.6407585144s, input_fired_time: 0.9483566284, output_fired_time: 0.0000000000, propagate_forward_time: 56.2446708679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4477310181
validation[          , genome  5567] predictions:    6502/  10000 (65.02%), best:    6502/10000 (65.02%), error:     10174.24512, best error:     10174.24512 on epoch:    67, epoch:   67/100, mu: 0.9781734347, learning_rate: 0.0000101639, weight_decay: 0.0000184145

epoch time: 1944.6105957031s, input_fired_time: 13.7939329147, output_fired_time: 4.7977509499, propagate_forward_time: 1335.2167968750, propagate_backward_time: 583.0781860352, weight_update_time: 0.2851406634, other_time: 7.7239379883
epoch time: 52.1395530701s, input_fired_time: 0.8558235765, output_fired_time: 0.0000000000, propagate_forward_time: 50.1055259705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1782035828
validation[          , genome  5567] predictions:    6522/  10000 (65.22%), best:    6522/10000 (65.22%), error:     10137.82715, best error:     10137.82715 on epoch:    68, epoch:   68/100, mu: 0.9788069725, learning_rate: 0.0000094235, weight_decay: 0.0000174817

epoch time: 79226.2187500000s, input_fired_time: 16.5376338959, output_fired_time: 5.3717370033, propagate_forward_time: 34874.0507812500, propagate_backward_time: 44320.7617187500, weight_update_time: 0.2720800042, other_time: 9.4921875000
epoch time: 47.5621833801s, input_fired_time: 0.7763803005, output_fired_time: 0.0000000000, propagate_forward_time: 45.5984687805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1873359680
validation[          , genome  5567] predictions:    6515/  10000 (65.15%), best:    6515/10000 (65.15%), error:     10103.33887, best error:     10103.33887 on epoch:    69, epoch:   69/100, mu: 0.9794065952, learning_rate: 0.0000087370, weight_decay: 0.0000165961

epoch time: 888.1551513672s, input_fired_time: 14.4789371490, output_fired_time: 4.8782000542, propagate_forward_time: 257.5366210938, propagate_backward_time: 603.5481567383, weight_update_time: 0.2706915140, other_time: 7.7132568359
epoch time: 55.1918487549s, input_fired_time: 0.9101163149, output_fired_time: 0.0000000000, propagate_forward_time: 52.9981079102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2836227417
validation[          , genome  5567] predictions:    6527/  10000 (65.27%), best:    6515/10000 (65.15%), error:     10117.28418, best error:     10103.33887 on epoch:    69, epoch:   70/100, mu: 0.9799740911, learning_rate: 0.0000081005, weight_decay: 0.0000157554

epoch time: 964.9566040039s, input_fired_time: 14.8098764420, output_fired_time: 4.7893652916, propagate_forward_time: 329.7926330566, propagate_backward_time: 607.4144897461, weight_update_time: 0.3031963110, other_time: 8.1502075195
epoch time: 57.8305358887s, input_fired_time: 1.0299440622, output_fired_time: 0.0000000000, propagate_forward_time: 55.5018005371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2987899780
validation[          , genome  5567] predictions:    6569/  10000 (65.69%), best:    6569/10000 (65.69%), error:     10079.41699, best error:     10079.41699 on epoch:    71, epoch:   71/100, mu: 0.9805111885, learning_rate: 0.0000075104, weight_decay: 0.0000149572

epoch time: 904.5995483398s, input_fired_time: 14.7983913422, output_fired_time: 4.9357781410, propagate_forward_time: 262.0707702637, propagate_backward_time: 614.6503906250, weight_update_time: 0.3549413085, other_time: 8.1441650391
epoch time: 58.8463554382s, input_fired_time: 0.9451024532, output_fired_time: 0.0000000000, propagate_forward_time: 56.5156211853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3856315613
validation[          , genome  5567] predictions:    6515/  10000 (65.15%), best:    6569/10000 (65.69%), error:     10212.19434, best error:     10079.41699 on epoch:    71, epoch:   72/100, mu: 0.9810194969, learning_rate: 0.0000069633, weight_decay: 0.0000141995

epoch time: 1803.0618896484s, input_fired_time: 14.9786024094, output_fired_time: 5.2239341736, propagate_forward_time: 268.2560424805, propagate_backward_time: 1506.2833251953, weight_update_time: 0.2818053067, other_time: 8.3199462891
epoch time: 54.7756156921s, input_fired_time: 0.9057332277, output_fired_time: 0.0000000000, propagate_forward_time: 52.6377143860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2321662903
validation[          , genome  5567] predictions:    6521/  10000 (65.21%), best:    6569/10000 (65.69%), error:     10127.15918, best error:     10079.41699 on epoch:    71, epoch:   73/100, mu: 0.9815005660, learning_rate: 0.0000064560, weight_decay: 0.0000134802

epoch time: 872.2598876953s, input_fired_time: 14.1189508438, output_fired_time: 4.6593961716, propagate_forward_time: 252.5028076172, propagate_backward_time: 593.2598266602, weight_update_time: 0.2950237989, other_time: 7.7188720703
epoch time: 50.6098327637s, input_fired_time: 0.8981328011, output_fired_time: 0.0000000000, propagate_forward_time: 48.5693168640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1423835754
validation[          , genome  5567] predictions:    6517/  10000 (65.17%), best:    6569/10000 (65.69%), error:     10140.08105, best error:     10079.41699 on epoch:    71, epoch:   74/100, mu: 0.9819558859, learning_rate: 0.0000059857, weight_decay: 0.0000127973

epoch time: 48658.3046875000s, input_fired_time: 15.2463245392, output_fired_time: 5.2551670074, propagate_forward_time: 275.3094787598, propagate_backward_time: 48353.2773437500, weight_update_time: 0.3234647214, other_time: 9.2187500000
epoch time: 57.0755500793s, input_fired_time: 1.0026990175, output_fired_time: 0.0000000000, propagate_forward_time: 54.5503273010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5225219727
validation[          , genome  5567] predictions:    6501/  10000 (65.01%), best:    6569/10000 (65.69%), error:     10119.53516, best error:     10079.41699 on epoch:    71, epoch:   75/100, mu: 0.9823868275, learning_rate: 0.0000055497, weight_decay: 0.0000121490

epoch time: 936.3741455078s, input_fired_time: 15.9035921097, output_fired_time: 5.3428831100, propagate_forward_time: 270.9166870117, propagate_backward_time: 635.4700317383, weight_update_time: 0.3475542367, other_time: 8.7409667969
epoch time: 57.2496681213s, input_fired_time: 0.9715780616, output_fired_time: 0.0000000000, propagate_forward_time: 54.8653068542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4127845764
validation[          , genome  5567] predictions:    6515/  10000 (65.15%), best:    6569/10000 (65.69%), error:     10112.83203, best error:     10079.41699 on epoch:    71, epoch:   76/100, mu: 0.9827946424, learning_rate: 0.0000051454, weight_decay: 0.0000115336

epoch time: 918.9758300781s, input_fired_time: 14.9352207184, output_fired_time: 5.2013044357, propagate_forward_time: 265.5904235840, propagate_backward_time: 624.8563842773, weight_update_time: 0.3454664350, other_time: 8.3925170898
epoch time: 53.0900688171s, input_fired_time: 0.8290819526, output_fired_time: 0.0000000000, propagate_forward_time: 51.0738639832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1871223450
validation[          , genome  5567] predictions:    6536/  10000 (65.36%), best:    6569/10000 (65.69%), error:     10145.41406, best error:     10079.41699 on epoch:    71, epoch:   77/100, mu: 0.9831806421, learning_rate: 0.0000047705, weight_decay: 0.0000109493

epoch time: 854.3172607422s, input_fired_time: 13.8108644485, output_fired_time: 4.6483659744, propagate_forward_time: 247.9615936279, propagate_backward_time: 580.0269165039, weight_update_time: 0.2759155929, other_time: 7.8695068359
epoch time: 50.7992515564s, input_fired_time: 0.8681134582, output_fired_time: 0.0000000000, propagate_forward_time: 48.7509727478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1801643372
validation[          , genome  5567] predictions:    6529/  10000 (65.29%), best:    6569/10000 (65.69%), error:     10117.83496, best error:     10079.41699 on epoch:    71, epoch:   78/100, mu: 0.9835459590, learning_rate: 0.0000044230, weight_decay: 0.0000103946

epoch time: 850.7985229492s, input_fired_time: 13.8937616348, output_fired_time: 4.7228446007, propagate_forward_time: 245.4788970947, propagate_backward_time: 578.8663330078, weight_update_time: 0.3208505809, other_time: 7.8367309570
epoch time: 50.8875846863s, input_fired_time: 0.8288896680, output_fired_time: 0.0000000000, propagate_forward_time: 48.8353958130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2233009338
validation[          , genome  5567] predictions:    6546/  10000 (65.46%), best:    6569/10000 (65.69%), error:     10105.12793, best error:     10079.41699 on epoch:    71, epoch:   79/100, mu: 0.9838917255, learning_rate: 0.0000041008, weight_decay: 0.0000098681

epoch time: 846.8222656250s, input_fired_time: 13.9983291626, output_fired_time: 4.6117353439, propagate_forward_time: 244.8601684570, propagate_backward_time: 575.6994628906, weight_update_time: 0.2973639667, other_time: 7.6525268555
epoch time: 51.2077369690s, input_fired_time: 0.8389587402, output_fired_time: 0.0000000000, propagate_forward_time: 49.1465110779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2222671509
validation[          , genome  5567] predictions:    6550/  10000 (65.50%), best:    6569/10000 (65.69%), error:     10115.25488, best error:     10079.41699 on epoch:    71, epoch:   80/100, mu: 0.9842189550, learning_rate: 0.0000038021, weight_decay: 0.0000093682

epoch time: 847.0505981445s, input_fired_time: 13.8675804138, output_fired_time: 4.5716853142, propagate_forward_time: 244.7119140625, propagate_backward_time: 576.0890502930, weight_update_time: 0.3355267942, other_time: 7.8104248047
epoch time: 51.0007476807s, input_fired_time: 0.8640796542, output_fired_time: 0.0000000000, propagate_forward_time: 48.9072685242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2294006348
validation[          , genome  5567] predictions:    6562/  10000 (65.62%), best:    6562/10000 (65.62%), error:     10065.51074, best error:     10065.51074 on epoch:    81, epoch:   81/100, mu: 0.9845286608, learning_rate: 0.0000035251, weight_decay: 0.0000088936

epoch time: 847.2322387695s, input_fired_time: 13.8703327179, output_fired_time: 4.5997648239, propagate_forward_time: 244.4957580566, propagate_backward_time: 576.5181884766, weight_update_time: 0.2785498500, other_time: 7.7481689453
epoch time: 51.1039810181s, input_fired_time: 0.9275758862, output_fired_time: 0.0000000000, propagate_forward_time: 49.0206756592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1557312012
validation[          , genome  5567] predictions:    6526/  10000 (65.26%), best:    6562/10000 (65.62%), error:     10097.57227, best error:     10065.51074 on epoch:    81, epoch:   82/100, mu: 0.9848217368, learning_rate: 0.0000032683, weight_decay: 0.0000084431

epoch time: 847.9789428711s, input_fired_time: 13.7972860336, output_fired_time: 4.6933484077, propagate_forward_time: 246.3216857910, propagate_backward_time: 575.5633544922, weight_update_time: 0.2983555794, other_time: 7.6032714844
epoch time: 51.3151512146s, input_fired_time: 0.8707092404, output_fired_time: 0.0000000000, propagate_forward_time: 49.2374687195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2069740295
validation[          , genome  5567] predictions:    6578/  10000 (65.78%), best:    6562/10000 (65.62%), error:     10068.10449, best error:     10065.51074 on epoch:    81, epoch:   83/100, mu: 0.9850991368, learning_rate: 0.0000030302, weight_decay: 0.0000080153

epoch time: 847.7678833008s, input_fired_time: 13.7391862869, output_fired_time: 4.6547946930, propagate_forward_time: 245.1598358154, propagate_backward_time: 576.4497680664, weight_update_time: 0.2910571098, other_time: 7.7642822266
epoch time: 50.9425354004s, input_fired_time: 0.8439420462, output_fired_time: 0.0000000000, propagate_forward_time: 48.8708152771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2277793884
validation[          , genome  5567] predictions:    6594/  10000 (65.94%), best:    6594/10000 (65.94%), error:     10038.40527, best error:     10038.40527 on epoch:    84, epoch:   84/100, mu: 0.9853616953, learning_rate: 0.0000028094, weight_decay: 0.0000076093

epoch time: 855.2052001953s, input_fired_time: 13.8525218964, output_fired_time: 4.8062529564, propagate_forward_time: 247.3812561035, propagate_backward_time: 581.4041137695, weight_update_time: 0.2989817262, other_time: 7.7610473633
epoch time: 52.3511009216s, input_fired_time: 0.8828886747, output_fired_time: 0.0000000000, propagate_forward_time: 50.2643394470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2038726807
validation[          , genome  5567] predictions:    6563/  10000 (65.63%), best:    6594/10000 (65.94%), error:     10055.31738, best error:     10038.40527 on epoch:    84, epoch:   85/100, mu: 0.9856101871, learning_rate: 0.0000026048, weight_decay: 0.0000072238

epoch time: 860.1652832031s, input_fired_time: 13.9711875916, output_fired_time: 4.6889381409, propagate_forward_time: 249.2536621094, propagate_backward_time: 584.6885375977, weight_update_time: 0.2863284945, other_time: 7.5629272461
epoch time: 50.9354553223s, input_fired_time: 0.8309354782, output_fired_time: 0.0000000000, propagate_forward_time: 48.9208259583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1836929321
validation[          , genome  5567] predictions:    6571/  10000 (65.71%), best:    6594/10000 (65.94%), error:     10076.90137, best error:     10038.40527 on epoch:    84, epoch:   86/100, mu: 0.9858453274, learning_rate: 0.0000024150, weight_decay: 0.0000068579

epoch time: 850.7681274414s, input_fired_time: 14.0424795151, output_fired_time: 4.5915274620, propagate_forward_time: 245.5387725830, propagate_backward_time: 579.0788574219, weight_update_time: 0.3294875920, other_time: 7.5164794922
epoch time: 51.2580909729s, input_fired_time: 0.8520935178, output_fired_time: 0.0000000000, propagate_forward_time: 49.2137107849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1922874451
validation[          , genome  5567] predictions:    6580/  10000 (65.80%), best:    6594/10000 (65.94%), error:     10089.62695, best error:     10038.40527 on epoch:    84, epoch:   87/100, mu: 0.9860678911, learning_rate: 0.0000022391, weight_decay: 0.0000065105

epoch time: 845.5046386719s, input_fired_time: 13.8221197128, output_fired_time: 4.6145386696, propagate_forward_time: 244.7326354980, propagate_backward_time: 574.7971191406, weight_update_time: 0.3259783983, other_time: 7.5382080078
epoch time: 51.0031929016s, input_fired_time: 0.8381235600, output_fired_time: 0.0000000000, propagate_forward_time: 49.0329895020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1320800781
validation[          , genome  5567] predictions:    6568/  10000 (65.68%), best:    6568/10000 (65.68%), error:     10009.20996, best error:     10009.20996 on epoch:    88, epoch:   88/100, mu: 0.9862785339, learning_rate: 0.0000020760, weight_decay: 0.0000061807

epoch time: 847.6416625977s, input_fired_time: 13.9353418350, output_fired_time: 4.7467112541, propagate_forward_time: 245.4683837891, propagate_backward_time: 575.7502441406, weight_update_time: 0.2889139950, other_time: 7.7409667969
epoch time: 50.9890785217s, input_fired_time: 0.8641152382, output_fired_time: 0.0000000000, propagate_forward_time: 48.9121093750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2128524780
validation[          , genome  5567] predictions:    6558/  10000 (65.58%), best:    6568/10000 (65.68%), error:     10046.50000, best error:     10009.20996 on epoch:    88, epoch:   89/100, mu: 0.9864779115, learning_rate: 0.0000019247, weight_decay: 0.0000058676

epoch time: 852.1677856445s, input_fired_time: 13.8161773682, output_fired_time: 4.7045021057, propagate_forward_time: 246.3613739014, propagate_backward_time: 579.6859130859, weight_update_time: 0.3089914322, other_time: 7.5997924805
epoch time: 50.8848876953s, input_fired_time: 0.8336982131, output_fired_time: 0.0000000000, propagate_forward_time: 48.7869567871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2642326355
validation[          , genome  5567] predictions:    6584/  10000 (65.84%), best:    6568/10000 (65.68%), error:     10039.23633, best error:     10009.20996 on epoch:    88, epoch:   90/100, mu: 0.9866665602, learning_rate: 0.0000017845, weight_decay: 0.0000055703

epoch time: 846.5554199219s, input_fired_time: 13.8898963928, output_fired_time: 4.6924920082, propagate_forward_time: 244.7345581055, propagate_backward_time: 575.6290893555, weight_update_time: 0.2908647954, other_time: 7.6093750000
epoch time: 50.9913673401s, input_fired_time: 0.8836774826, output_fired_time: 0.0000000000, propagate_forward_time: 48.8942527771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2134361267
validation[          , genome  5567] predictions:    6588/  10000 (65.88%), best:    6568/10000 (65.68%), error:     10045.11035, best error:     10009.20996 on epoch:    88, epoch:   91/100, mu: 0.9868451357, learning_rate: 0.0000016545, weight_decay: 0.0000052881

epoch time: 844.6704711914s, input_fired_time: 13.7839822769, output_fired_time: 4.6255221367, propagate_forward_time: 244.1734466553, propagate_backward_time: 574.3884887695, weight_update_time: 0.3070610762, other_time: 7.6989746094
epoch time: 50.8533172607s, input_fired_time: 0.8213928938, output_fired_time: 0.0000000000, propagate_forward_time: 48.8713684082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1605567932
validation[          , genome  5567] predictions:    6572/  10000 (65.72%), best:    6568/10000 (65.68%), error:     10062.44824, best error:     10009.20996 on epoch:    88, epoch:   92/100, mu: 0.9870141149, learning_rate: 0.0000015340, weight_decay: 0.0000050203

epoch time: 845.8709106445s, input_fired_time: 13.7697029114, output_fired_time: 4.6493020058, propagate_forward_time: 245.0547180176, propagate_backward_time: 574.8935546875, weight_update_time: 0.3067353070, other_time: 7.5036621094
epoch time: 54.7876930237s, input_fired_time: 0.9345595241, output_fired_time: 0.0000000000, propagate_forward_time: 52.5734062195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2797279358
validation[          , genome  5567] predictions:    6581/  10000 (65.81%), best:    6568/10000 (65.68%), error:     10045.59473, best error:     10009.20996 on epoch:    88, epoch:   93/100, mu: 0.9871740937, learning_rate: 0.0000014222, weight_decay: 0.0000047659

epoch time: 847.7192382813s, input_fired_time: 13.9065103531, output_fired_time: 4.5649614334, propagate_forward_time: 245.7999267578, propagate_backward_time: 575.8514404297, weight_update_time: 0.3079020679, other_time: 7.5964355469
epoch time: 50.8893661499s, input_fired_time: 0.8839740157, output_fired_time: 0.0000000000, propagate_forward_time: 48.8568191528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1485748291
validation[          , genome  5567] predictions:    6590/  10000 (65.90%), best:    6590/10000 (65.90%), error:      9998.26855, best error:      9998.26855 on epoch:    94, epoch:   94/100, mu: 0.9873254895, learning_rate: 0.0000013186, weight_decay: 0.0000045245

epoch time: 845.1654663086s, input_fired_time: 13.8050966263, output_fired_time: 4.5864830017, propagate_forward_time: 244.9318847656, propagate_backward_time: 574.2666015625, weight_update_time: 0.3191975057, other_time: 7.5753784180
epoch time: 50.9958953857s, input_fired_time: 0.8946760893, output_fired_time: 0.0000000000, propagate_forward_time: 48.9381332397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1630859375
validation[          , genome  5567] predictions:    6578/  10000 (65.78%), best:    6578/10000 (65.78%), error:      9998.00391, best error:      9998.00391 on epoch:    95, epoch:   95/100, mu: 0.9874687791, learning_rate: 0.0000012226, weight_decay: 0.0000042953

epoch time: 844.4783325195s, input_fired_time: 13.8598337173, output_fired_time: 4.6308369637, propagate_forward_time: 244.4754638672, propagate_backward_time: 573.8947753906, weight_update_time: 0.3429576457, other_time: 7.6173706055
epoch time: 50.8584823608s, input_fired_time: 0.8705347180, output_fired_time: 0.0000000000, propagate_forward_time: 48.7767524719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2111968994
validation[          , genome  5567] predictions:    6573/  10000 (65.73%), best:    6578/10000 (65.78%), error:     10030.62012, best error:      9998.00391 on epoch:    95, epoch:   96/100, mu: 0.9876043797, learning_rate: 0.0000011335, weight_decay: 0.0000040777

epoch time: 846.0709838867s, input_fired_time: 13.9115943909, output_fired_time: 4.6136627197, propagate_forward_time: 244.0050201416, propagate_backward_time: 575.9610595703, weight_update_time: 0.3240494132, other_time: 7.5796508789
epoch time: 50.9560203552s, input_fired_time: 0.8188654184, output_fired_time: 0.0000000000, propagate_forward_time: 48.9171218872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2200317383
validation[          , genome  5567] predictions:    6593/  10000 (65.93%), best:    6578/10000 (65.78%), error:     10039.11816, best error:      9998.00391 on epoch:    95, epoch:   97/100, mu: 0.9877327085, learning_rate: 0.0000010509, weight_decay: 0.0000038711

epoch time: 846.7969360352s, input_fired_time: 13.9709787369, output_fired_time: 4.4758033752, propagate_forward_time: 245.2173767090, propagate_backward_time: 575.4871826172, weight_update_time: 0.3930142522, other_time: 7.6455078125
epoch time: 51.8691253662s, input_fired_time: 0.8782211542, output_fired_time: 0.0000000000, propagate_forward_time: 49.7460861206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2448196411
validation[          , genome  5567] predictions:    6591/  10000 (65.91%), best:    6578/10000 (65.78%), error:     10022.47656, best error:      9998.00391 on epoch:    95, epoch:   98/100, mu: 0.9878541827, learning_rate: 0.0000009744, weight_decay: 0.0000036750

epoch time: 864.0230102539s, input_fired_time: 14.1642837524, output_fired_time: 4.7181172371, propagate_forward_time: 251.1689300537, propagate_backward_time: 586.1906738281, weight_update_time: 0.3578650355, other_time: 7.7809448242
epoch time: 51.9241981506s, input_fired_time: 0.8113847971, output_fired_time: 0.0000000000, propagate_forward_time: 49.9648437500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1479682922
validation[          , genome  5567] predictions:    6601/  10000 (66.01%), best:    6578/10000 (65.78%), error:     10037.08496, best error:      9998.00391 on epoch:    95, epoch:   99/100, mu: 0.9879691601, learning_rate: 0.0000009034, weight_decay: 0.0000034889

epoch time: 846.0745239258s, input_fired_time: 13.9957675934, output_fired_time: 4.6251053810, propagate_forward_time: 245.2909545898, propagate_backward_time: 574.4413452148, weight_update_time: 0.3552366197, other_time: 7.7213134766
epoch time: 51.1626319885s, input_fired_time: 0.8636832237, output_fired_time: 0.0000000000, propagate_forward_time: 49.1380538940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1608963013
validation[          , genome  5567] predictions:    6581/  10000 (65.81%), best:    6578/10000 (65.78%), error:     10017.73828, best error:      9998.00391 on epoch:    95, epoch:  100/100, mu: 0.9880779386, learning_rate: 0.0000008376, weight_decay: 0.0000033121

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 257.3840332031s, input_fired_time: 4.4684085846, output_fired_time: 0.0000000000, propagate_forward_time: 246.6725616455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.2430572510
best training[          , genome  5567] predictions:   35483/  50000 (70.97%), best:    6578/10000 (65.78%), error:     44230.78906, best error:      9998.00391 on epoch:    95, epoch:  101/100, mu: 0.9881808758, learning_rate: 0.0000007766, weight_decay: 0.0000031443
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 51.2317047119s, input_fired_time: 0.8467091918, output_fired_time: 0.0000000000, propagate_forward_time: 49.0430068970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3419876099
   testing[          , genome  5567] predictions:    6578/  10000 (65.78%), best:    6578/10000 (65.78%), error:      9998.00391, best error:      9998.00391 on epoch:    95, epoch:  101/100, mu: 0.9881808758, learning_rate: 0.0000007766, weight_decay: 0.0000031443
backpropagation finished successfully!
05:54:35 (36720): called boinc_finish(0)

</stderr_txt>
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