Nameexact_genome_1542605141_189_6307_1
Workunit4098594
Created19 Nov 2018, 7:27:52 UTC
Sent19 Nov 2018, 7:36:01 UTC
Report deadline10 Feb 2019, 4:26:41 UTC
Received23 Nov 2018, 2:10:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID31505
Run time1 days 6 hours 15 min 6 sec
CPU time1 days 6 hours 0 min 54 sec
Validate stateValid
Credit20,717.13
Device peak FLOPS4.20 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size523.27 MB
Peak swap size521.04 MB
Peak disk usage10.93 MB

Stderr output

<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
 output_fired_time: 5.2178969383, propagate_forward_time: 382.1786804199, propagate_backward_time: 586.7814331055, weight_update_time: 0.3925254345, other_time: 9.3203735352
epoch time: 78.3548507690s, input_fired_time: 0.7886121869, output_fired_time: 0.0000000000, propagate_forward_time: 76.0110473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5551910400
validation[          , genome  6307] predictions:    5680/  10000 (56.80%), best:    5753/10000 (57.53%), error:     12698.27539, best error:     12470.09570 on epoch:    14, epoch:   15/100, mu: 0.7383778691, learning_rate: 0.0000951482, weight_decay: 0.0002335308

epoch time: 999.9016113281s, input_fired_time: 10.7954444885, output_fired_time: 5.2730107307, propagate_forward_time: 384.4808349609, propagate_backward_time: 589.9655761719, weight_update_time: 0.3972661495, other_time: 9.3867187500
epoch time: 78.3904342651s, input_fired_time: 0.7833233476, output_fired_time: 0.0000000000, propagate_forward_time: 76.0444793701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5626296997
validation[          , genome  6307] predictions:    5695/  10000 (56.95%), best:    5753/10000 (57.53%), error:     12636.06152, best error:     12470.09570 on epoch:    14, epoch:   16/100, mu: 0.7492641807, learning_rate: 0.0000888527, weight_decay: 0.0002201368

epoch time: 993.6428222656s, input_fired_time: 10.7481784821, output_fired_time: 5.2464489937, propagate_forward_time: 381.5963134766, propagate_backward_time: 586.6731567383, weight_update_time: 0.3926064968, other_time: 9.3787231445
epoch time: 78.6628875732s, input_fired_time: 0.7880708575, output_fired_time: 0.0000000000, propagate_forward_time: 76.3121185303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5626983643
validation[          , genome  6307] predictions:    5861/  10000 (58.61%), best:    5861/10000 (58.61%), error:     12252.23242, best error:     12252.23242 on epoch:    17, epoch:   17/100, mu: 0.7596795559, learning_rate: 0.0000829738, weight_decay: 0.0002075110

epoch time: 993.2833251953s, input_fired_time: 10.7749576569, output_fired_time: 5.2442059517, propagate_forward_time: 381.7961425781, propagate_backward_time: 586.1176147461, weight_update_time: 0.3904997706, other_time: 9.3504028320
epoch time: 79.3660964966s, input_fired_time: 0.7839951515, output_fired_time: 0.0000000000, propagate_forward_time: 77.0078125000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5742874146
validation[          , genome  6307] predictions:    5703/  10000 (57.03%), best:    5861/10000 (58.61%), error:     12708.06055, best error:     12252.23242 on epoch:    17, epoch:   18/100, mu: 0.7696442604, learning_rate: 0.0000774838, weight_decay: 0.0001956093

epoch time: 993.3755493164s, input_fired_time: 10.7645778656, output_fired_time: 5.2478690147, propagate_forward_time: 381.8714599609, propagate_backward_time: 586.1232299805, weight_update_time: 0.3955149651, other_time: 9.3684082031
epoch time: 78.7372055054s, input_fired_time: 0.7983740568, output_fired_time: 0.0000000000, propagate_forward_time: 76.3745574951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5642776489
validation[          , genome  6307] predictions:    5754/  10000 (57.54%), best:    5861/10000 (58.61%), error:     12323.83301, best error:     12252.23242 on epoch:    17, epoch:   19/100, mu: 0.7791778445, learning_rate: 0.0000723571, weight_decay: 0.0001843903

epoch time: 993.8775024414s, input_fired_time: 10.7648181915, output_fired_time: 5.2305169106, propagate_forward_time: 382.1416015625, propagate_backward_time: 586.3778076172, weight_update_time: 0.3927955329, other_time: 9.3627319336
epoch time: 78.5611495972s, input_fired_time: 0.7942267060, output_fired_time: 0.0000000000, propagate_forward_time: 76.2200469971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5468750000
validation[          , genome  6307] predictions:    5789/  10000 (57.89%), best:    5861/10000 (58.61%), error:     12363.50195, best error:     12252.23242 on epoch:    17, epoch:   20/100, mu: 0.7882989645, learning_rate: 0.0000675696, weight_decay: 0.0001738147

epoch time: 992.9301147461s, input_fired_time: 10.7605409622, output_fired_time: 5.2240762711, propagate_forward_time: 381.3191528320, propagate_backward_time: 586.2699584961, weight_update_time: 0.3944498599, other_time: 9.3563842773
epoch time: 78.7412490845s, input_fired_time: 0.7906410694, output_fired_time: 0.0000000000, propagate_forward_time: 76.3940734863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565338135
validation[          , genome  6307] predictions:    5848/  10000 (58.48%), best:    5861/10000 (58.61%), error:     12272.91992, best error:     12252.23242 on epoch:    17, epoch:   21/100, mu: 0.7970255017, learning_rate: 0.0000630988, weight_decay: 0.0001638457

epoch time: 996.6203613281s, input_fired_time: 10.7866344452, output_fired_time: 5.2439088821, propagate_forward_time: 383.3278198242, propagate_backward_time: 587.8687133789, weight_update_time: 0.3935479224, other_time: 9.3933105469
epoch time: 78.5902099609s, input_fired_time: 0.7939853072, output_fired_time: 0.0000000000, propagate_forward_time: 76.2523651123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5438613892
validation[          , genome  6307] predictions:    5801/  10000 (58.01%), best:    5801/10000 (58.01%), error:     12238.70313, best error:     12238.70313 on epoch:    22, epoch:   22/100, mu: 0.8053744435, learning_rate: 0.0000589239, weight_decay: 0.0001544485

epoch time: 1027.3284912109s, input_fired_time: 10.9753065109, output_fired_time: 5.3702669144, propagate_forward_time: 395.8915100098, propagate_backward_time: 605.5627441406, weight_update_time: 0.3972537220, other_time: 9.5286865234
epoch time: 124.0027008057s, input_fired_time: 1.1788616180, output_fired_time: 0.0000000000, propagate_forward_time: 120.6198654175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2039718628
validation[          , genome  6307] predictions:    5853/  10000 (58.53%), best:    5853/10000 (58.53%), error:     12133.85938, best error:     12133.85938 on epoch:    23, epoch:   23/100, mu: 0.8133621812, learning_rate: 0.0000550252, weight_decay: 0.0001455902

epoch time: 1011.7138671875s, input_fired_time: 10.9471979141, output_fired_time: 5.2958512306, propagate_forward_time: 389.8325195313, propagate_backward_time: 596.2032470703, weight_update_time: 0.3982601762, other_time: 9.4350585938
epoch time: 78.5167312622s, input_fired_time: 0.7874877453, output_fired_time: 0.0000000000, propagate_forward_time: 76.1902923584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5389480591
validation[          , genome  6307] predictions:    5751/  10000 (57.51%), best:    5853/10000 (58.53%), error:     12429.16895, best error:     12133.85938 on epoch:    23, epoch:   24/100, mu: 0.8210043311, learning_rate: 0.0000513844, weight_decay: 0.0001372400

epoch time: 994.1169433594s, input_fired_time: 10.7721881866, output_fired_time: 5.2117075920, propagate_forward_time: 382.0071716309, propagate_backward_time: 586.7560424805, weight_update_time: 0.3950986564, other_time: 9.3698120117
epoch time: 78.4735031128s, input_fired_time: 0.7929850221, output_fired_time: 0.0000000000, propagate_forward_time: 76.1175765991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5629425049
validation[          , genome  6307] predictions:    5893/  10000 (58.93%), best:    5893/10000 (58.93%), error:     12047.15039, best error:     12047.15039 on epoch:    25, epoch:   25/100, mu: 0.8283158541, learning_rate: 0.0000479846, weight_decay: 0.0001293687

epoch time: 1002.1579589844s, input_fired_time: 10.8275947571, output_fired_time: 5.2748107910, propagate_forward_time: 384.6801757813, propagate_backward_time: 592.0328979492, weight_update_time: 0.3974289298, other_time: 9.3424682617
epoch time: 78.8566284180s, input_fired_time: 0.7909840941, output_fired_time: 0.0000000000, propagate_forward_time: 76.4941482544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5714950562
validation[          , genome  6307] predictions:    5686/  10000 (56.86%), best:    5893/10000 (58.93%), error:     12530.51172, best error:     12047.15039 on epoch:    25, epoch:   26/100, mu: 0.8353110552, learning_rate: 0.0000448097, weight_decay: 0.0001219488

epoch time: 992.9344482422s, input_fired_time: 10.7659473419, output_fired_time: 5.2283296585, propagate_forward_time: 381.8452453613, propagate_backward_time: 585.7587890625, weight_update_time: 0.3994691670, other_time: 9.3361816406
epoch time: 78.4416198730s, input_fired_time: 0.7913658023, output_fired_time: 0.0000000000, propagate_forward_time: 76.1122207642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5380325317
validation[          , genome  6307] predictions:    5827/  10000 (58.27%), best:    5893/10000 (58.93%), error:     12277.59863, best error:     12047.15039 on epoch:    25, epoch:   27/100, mu: 0.8420036435, learning_rate: 0.0000418448, weight_decay: 0.0001149545

epoch time: 993.0776367188s, input_fired_time: 10.7863807678, output_fired_time: 5.2033791542, propagate_forward_time: 381.7124328613, propagate_backward_time: 586.0645751953, weight_update_time: 0.3921457231, other_time: 9.3109130859
epoch time: 79.3279571533s, input_fired_time: 0.7939108014, output_fired_time: 0.0000000000, propagate_forward_time: 76.9989471436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5351028442
validation[          , genome  6307] predictions:    5904/  10000 (59.04%), best:    5904/10000 (59.04%), error:     11948.30176, best error:     11948.30176 on epoch:    28, epoch:   28/100, mu: 0.8484066725, learning_rate: 0.0000390762, weight_decay: 0.0001083614

epoch time: 994.0424804688s, input_fired_time: 10.7938175201, output_fired_time: 5.2315716743, propagate_forward_time: 381.9345703125, propagate_backward_time: 586.7272949219, weight_update_time: 0.3958224654, other_time: 9.3552246094
epoch time: 78.6549224854s, input_fired_time: 0.8014214635, output_fired_time: 0.0000000000, propagate_forward_time: 76.2920837402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5614166260
validation[          , genome  6307] predictions:    6002/  10000 (60.02%), best:    6002/10000 (60.02%), error:     11756.28125, best error:     11756.28125 on epoch:    29, epoch:   29/100, mu: 0.8545326591, learning_rate: 0.0000364907, weight_decay: 0.0001021464

epoch time: 992.7088623047s, input_fired_time: 10.8072605133, output_fired_time: 5.2209482193, propagate_forward_time: 381.8285827637, propagate_backward_time: 585.4902343750, weight_update_time: 0.3990003169, other_time: 9.3618164063
epoch time: 78.7765197754s, input_fired_time: 0.7960295081, output_fired_time: 0.0000000000, propagate_forward_time: 76.4142761230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5662155151
validation[          , genome  6307] predictions:    5888/  10000 (58.88%), best:    6002/10000 (60.02%), error:     12039.88379, best error:     11756.28125 on epoch:    29, epoch:   30/100, mu: 0.8603935838, learning_rate: 0.0000340763, weight_decay: 0.0000962879

epoch time: 992.5324096680s, input_fired_time: 10.7918605804, output_fired_time: 5.2358136177, propagate_forward_time: 381.4640502930, propagate_backward_time: 585.6891479492, weight_update_time: 0.3975885212, other_time: 9.3515014648
epoch time: 78.7256088257s, input_fired_time: 0.8004458547, output_fired_time: 0.0000000000, propagate_forward_time: 76.3841171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5410461426
validation[          , genome  6307] predictions:    5971/  10000 (59.71%), best:    6002/10000 (60.02%), error:     11855.37891, best error:     11756.28125 on epoch:    29, epoch:   31/100, mu: 0.8660009503, learning_rate: 0.0000318216, weight_decay: 0.0000907654

epoch time: 993.8591918945s, input_fired_time: 10.8111991882, output_fired_time: 5.2313261032, propagate_forward_time: 381.6777343750, propagate_backward_time: 586.7825927734, weight_update_time: 0.3925007880, other_time: 9.3563232422
epoch time: 78.6886825562s, input_fired_time: 0.8004426360, output_fired_time: 0.0000000000, propagate_forward_time: 76.3389816284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5492553711
validation[          , genome  6307] predictions:    5893/  10000 (58.93%), best:    6002/10000 (60.02%), error:     12010.72461, best error:     11756.28125 on epoch:    29, epoch:   32/100, mu: 0.8713657260, learning_rate: 0.0000297161, weight_decay: 0.0000855596

epoch time: 993.6569213867s, input_fired_time: 10.8183479309, output_fired_time: 5.2372503281, propagate_forward_time: 381.8342895508, propagate_backward_time: 586.4046020508, weight_update_time: 0.3969382346, other_time: 9.3624267578
epoch time: 78.6498336792s, input_fired_time: 0.7987726927, output_fired_time: 0.0000000000, propagate_forward_time: 76.3006286621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5504302979
validation[          , genome  6307] predictions:    5941/  10000 (59.41%), best:    6002/10000 (60.02%), error:     11883.85449, best error:     11756.28125 on epoch:    29, epoch:   33/100, mu: 0.8764984012, learning_rate: 0.0000277499, weight_decay: 0.0000806524

epoch time: 993.8340454102s, input_fired_time: 10.8443498611, output_fired_time: 5.2301654816, propagate_forward_time: 381.9126586914, propagate_backward_time: 586.5021362305, weight_update_time: 0.3963708878, other_time: 9.3447265625
epoch time: 78.6672210693s, input_fired_time: 0.8006045222, output_fired_time: 0.0000000000, propagate_forward_time: 76.3158798218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5507354736
validation[          , genome  6307] predictions:    5972/  10000 (59.72%), best:    6002/10000 (60.02%), error:     11816.46484, best error:     11756.28125 on epoch:    29, epoch:   34/100, mu: 0.8814089894, learning_rate: 0.0000259139, weight_decay: 0.0000760266

epoch time: 994.8100585938s, input_fired_time: 10.8131732941, output_fired_time: 5.2762012482, propagate_forward_time: 382.6123352051, propagate_backward_time: 586.7789916992, weight_update_time: 0.3971158266, other_time: 9.3294067383
epoch time: 78.7430191040s, input_fired_time: 0.7948822379, output_fired_time: 0.0000000000, propagate_forward_time: 76.3826599121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5654754639
validation[          , genome  6307] predictions:    6015/  10000 (60.15%), best:    6002/10000 (60.02%), error:     11766.88184, best error:     11756.28125 on epoch:    29, epoch:   35/100, mu: 0.8861071467, learning_rate: 0.0000241993, weight_decay: 0.0000716662

epoch time: 1018.3074951172s, input_fired_time: 11.0563402176, output_fired_time: 5.4512548447, propagate_forward_time: 392.3453063965, propagate_backward_time: 600.0336303711, weight_update_time: 0.3981794417, other_time: 9.4209594727
epoch time: 78.6086502075s, input_fired_time: 0.7957475185, output_fired_time: 0.0000000000, propagate_forward_time: 76.2633514404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5495529175
validation[          , genome  6307] predictions:    5968/  10000 (59.68%), best:    5968/10000 (59.68%), error:     11730.57031, best error:     11730.57031 on epoch:    36, epoch:   36/100, mu: 0.8906020522, learning_rate: 0.0000225981, weight_decay: 0.0000675558

epoch time: 992.6094360352s, input_fired_time: 10.8341598511, output_fired_time: 5.2226305008, propagate_forward_time: 381.5128784180, propagate_backward_time: 585.7070922852, weight_update_time: 0.3948850036, other_time: 9.3326416016
epoch time: 78.8299484253s, input_fired_time: 0.7990288138, output_fired_time: 0.0000000000, propagate_forward_time: 76.4716720581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5592498779
validation[          , genome  6307] predictions:    5750/  10000 (57.50%), best:    5968/10000 (59.68%), error:     12252.60352, best error:     11730.57031 on epoch:    36, epoch:   37/100, mu: 0.8949024677, learning_rate: 0.0000211029, weight_decay: 0.0000636812

epoch time: 993.0578613281s, input_fired_time: 10.8221569061, output_fired_time: 5.2352857590, propagate_forward_time: 381.9846496582, propagate_backward_time: 585.6749267578, weight_update_time: 0.3944820464, other_time: 9.3408203125
epoch time: 79.7172927856s, input_fired_time: 0.8053851128, output_fired_time: 0.0000000000, propagate_forward_time: 77.3144378662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5974731445
validation[          , genome  6307] predictions:    6002/  10000 (60.02%), best:    6002/10000 (60.02%), error:     11729.65332, best error:     11729.65332 on epoch:    38, epoch:   38/100, mu: 0.8990167975, learning_rate: 0.0000197066, weight_decay: 0.0000600288

epoch time: 993.2257690430s, input_fired_time: 10.8203659058, output_fired_time: 5.2433958054, propagate_forward_time: 381.9447326660, propagate_backward_time: 585.8344116211, weight_update_time: 0.3954548836, other_time: 9.3828735352
epoch time: 78.6735763550s, input_fired_time: 0.8000118732, output_fired_time: 0.0000000000, propagate_forward_time: 76.3161315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5574340820
validation[          , genome  6307] predictions:    6042/  10000 (60.42%), best:    6042/10000 (60.42%), error:     11634.22266, best error:     11634.22266 on epoch:    39, epoch:   39/100, mu: 0.9029531479, learning_rate: 0.0000184027, weight_decay: 0.0000565859

epoch time: 993.1397094727s, input_fired_time: 10.8250980377, output_fired_time: 5.2237310410, propagate_forward_time: 381.5703735352, propagate_backward_time: 586.1838989258, weight_update_time: 0.3960115910, other_time: 9.3366088867
epoch time: 78.8417205811s, input_fired_time: 0.8059087396, output_fired_time: 0.0000000000, propagate_forward_time: 76.4882736206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5475387573
validation[          , genome  6307] predictions:    6035/  10000 (60.35%), best:    6035/10000 (60.35%), error:     11598.52734, best error:     11598.52734 on epoch:    40, epoch:   40/100, mu: 0.9067192078, learning_rate: 0.0000171851, weight_decay: 0.0000533404

epoch time: 992.7333374023s, input_fired_time: 10.8324918747, output_fired_time: 5.2205119133, propagate_forward_time: 381.5836181641, propagate_backward_time: 585.7565917969, weight_update_time: 0.3946494758, other_time: 9.3400878906
epoch time: 78.6616897583s, input_fired_time: 0.8053326011, output_fired_time: 0.0000000000, propagate_forward_time: 76.2930755615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5632781982
validation[          , genome  6307] predictions:    6070/  10000 (60.70%), best:    6035/10000 (60.35%), error:     11724.27441, best error:     11598.52734 on epoch:    40, epoch:   41/100, mu: 0.9103223085, learning_rate: 0.0000160481, weight_decay: 0.0000502811

epoch time: 994.5787353516s, input_fired_time: 10.8409023285, output_fired_time: 5.2485790253, propagate_forward_time: 382.2715454102, propagate_backward_time: 586.8605346680, weight_update_time: 0.3925999701, other_time: 9.3571777344
epoch time: 78.6174011230s, input_fired_time: 0.8042904139, output_fired_time: 0.0000000000, propagate_forward_time: 76.2487335205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5643768311
validation[          , genome  6307] predictions:    6048/  10000 (60.48%), best:    6048/10000 (60.48%), error:     11558.31055, best error:     11558.31055 on epoch:    42, epoch:   42/100, mu: 0.9137695432, learning_rate: 0.0000149862, weight_decay: 0.0000473973

epoch time: 991.6046752930s, input_fired_time: 10.8298845291, output_fired_time: 5.2179951668, propagate_forward_time: 381.8304748535, propagate_backward_time: 584.3963012695, weight_update_time: 0.3937594891, other_time: 9.3300170898
epoch time: 78.3472290039s, input_fired_time: 0.8069215417, output_fired_time: 0.0000000000, propagate_forward_time: 75.9837188721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5565872192
validation[          , genome  6307] predictions:    6139/  10000 (61.39%), best:    6139/10000 (61.39%), error:     11389.64160, best error:     11389.64160 on epoch:    43, epoch:   43/100, mu: 0.9170676470, learning_rate: 0.0000139947, weight_decay: 0.0000446789

epoch time: 991.2479248047s, input_fired_time: 10.8370342255, output_fired_time: 5.2321252823, propagate_forward_time: 381.2385864258, propagate_backward_time: 584.5807495117, weight_update_time: 0.3910693526, other_time: 9.3594360352
epoch time: 78.2815780640s, input_fired_time: 0.8013548851, output_fired_time: 0.0000000000, propagate_forward_time: 75.9290542603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5511703491
validation[          , genome  6307] predictions:    6047/  10000 (60.47%), best:    6139/10000 (61.39%), error:     11522.27930, best error:     11389.64160 on epoch:    43, epoch:   44/100, mu: 0.9202230573, learning_rate: 0.0000130687, weight_decay: 0.0000421163

epoch time: 992.3302612305s, input_fired_time: 10.8544826508, output_fired_time: 5.2303071022, propagate_forward_time: 381.3645324707, propagate_backward_time: 585.5391845703, weight_update_time: 0.3910111189, other_time: 9.3417968750
epoch time: 78.6173171997s, input_fired_time: 0.8009182811, output_fired_time: 0.0000000000, propagate_forward_time: 76.2418823242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5745162964
validation[          , genome  6307] predictions:    6142/  10000 (61.42%), best:    6139/10000 (61.39%), error:     11432.67773, best error:     11389.64160 on epoch:    43, epoch:   45/100, mu: 0.9232419133, learning_rate: 0.0000122040, weight_decay: 0.0000397008

epoch time: 995.0659790039s, input_fired_time: 10.8654632568, output_fired_time: 5.2377543449, propagate_forward_time: 382.6159973145, propagate_backward_time: 587.0082397461, weight_update_time: 0.3938524723, other_time: 9.3385620117
epoch time: 78.4630203247s, input_fired_time: 0.8028807640, output_fired_time: 0.0000000000, propagate_forward_time: 76.1024856567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5576553345
validation[          , genome  6307] predictions:    6135/  10000 (61.35%), best:    6139/10000 (61.39%), error:     11482.39648, best error:     11389.64160 on epoch:    43, epoch:   46/100, mu: 0.9261301756, learning_rate: 0.0000113965, weight_decay: 0.0000374238

epoch time: 992.0607299805s, input_fired_time: 10.8429708481, output_fired_time: 5.2318224907, propagate_forward_time: 381.7113342285, propagate_backward_time: 584.9069824219, weight_update_time: 0.3946222067, other_time: 9.3676757813
epoch time: 78.5250091553s, input_fired_time: 0.8009409904, output_fired_time: 0.0000000000, propagate_forward_time: 76.1777267456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5463409424
validation[          , genome  6307] predictions:    5930/  10000 (59.30%), best:    6139/10000 (61.39%), error:     11762.98828, best error:     11389.64160 on epoch:    43, epoch:   47/100, mu: 0.9288935065, learning_rate: 0.0000106425, weight_decay: 0.0000352774

epoch time: 990.4273681641s, input_fired_time: 10.8259668350, output_fired_time: 5.2055206299, propagate_forward_time: 380.5802001953, propagate_backward_time: 584.4536743164, weight_update_time: 0.3932389915, other_time: 9.3619995117
epoch time: 78.5055618286s, input_fired_time: 0.8050514460, output_fired_time: 0.0000000000, propagate_forward_time: 76.1543502808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5461578369
validation[          , genome  6307] predictions:    6065/  10000 (60.65%), best:    6139/10000 (61.39%), error:     11434.06641, best error:     11389.64160 on epoch:    43, epoch:   48/100, mu: 0.9315372705, learning_rate: 0.0000099383, weight_decay: 0.0000332541

epoch time: 993.5736083984s, input_fired_time: 10.8633537292, output_fired_time: 5.2298722267, propagate_forward_time: 382.2189636230, propagate_backward_time: 585.9254760742, weight_update_time: 0.3975675106, other_time: 9.3359985352
epoch time: 78.4555587769s, input_fired_time: 0.8045650125, output_fired_time: 0.0000000000, propagate_forward_time: 76.1096343994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5413589478
validation[          , genome  6307] predictions:    6117/  10000 (61.17%), best:    6139/10000 (61.39%), error:     11405.74707, best error:     11389.64160 on epoch:    43, epoch:   49/100, mu: 0.9340666533, learning_rate: 0.0000092808, weight_decay: 0.0000313468

epoch time: 991.6113891602s, input_fired_time: 10.8577890396, output_fired_time: 5.2379102707, propagate_forward_time: 380.9973144531, propagate_backward_time: 585.1710815430, weight_update_time: 0.3912121654, other_time: 9.3472900391
epoch time: 78.4429397583s, input_fired_time: 0.8065286875, output_fired_time: 0.0000000000, propagate_forward_time: 76.1007690430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5356445313
validation[          , genome  6307] predictions:    6122/  10000 (61.22%), best:    6122/10000 (61.22%), error:     11312.16602, best error:     11312.16602 on epoch:    50, epoch:   50/100, mu: 0.9364866018, learning_rate: 0.0000086667, weight_decay: 0.0000295489

epoch time: 992.7106933594s, input_fired_time: 10.8395299911, output_fired_time: 5.2255148888, propagate_forward_time: 381.6699523926, propagate_backward_time: 585.6588745117, weight_update_time: 0.3917804062, other_time: 9.3168334961
epoch time: 78.5250854492s, input_fired_time: 0.8059153557, output_fired_time: 0.0000000000, propagate_forward_time: 76.1666717529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5524978638
validation[          , genome  6307] predictions:    6117/  10000 (61.17%), best:    6122/10000 (61.22%), error:     11348.42578, best error:     11312.16602 on epoch:    50, epoch:   51/100, mu: 0.9388018250, learning_rate: 0.0000080933, weight_decay: 0.0000278542

epoch time: 993.3249511719s, input_fired_time: 10.8723249435, output_fired_time: 5.2304134369, propagate_forward_time: 382.2301940918, propagate_backward_time: 585.5671997070, weight_update_time: 0.3941527903, other_time: 9.4248657227
epoch time: 79.2664184570s, input_fired_time: 0.8099600077, output_fired_time: 0.0000000000, propagate_forward_time: 76.9046783447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5517807007
validation[          , genome  6307] predictions:    6154/  10000 (61.54%), best:    6154/10000 (61.54%), error:     11299.11426, best error:     11299.11426 on epoch:    52, epoch:   52/100, mu: 0.9410169125, learning_rate: 0.0000075578, weight_decay: 0.0000262566

epoch time: 991.9240722656s, input_fired_time: 10.8542728424, output_fired_time: 5.2230763435, propagate_forward_time: 381.8518981934, propagate_backward_time: 584.6613769531, weight_update_time: 0.3901235163, other_time: 9.3334960938
epoch time: 78.5224227905s, input_fired_time: 0.8122417331, output_fired_time: 0.0000000000, propagate_forward_time: 76.1556930542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5544891357
validation[          , genome  6307] predictions:    6139/  10000 (61.39%), best:    6154/10000 (61.54%), error:     11303.31738, best error:     11299.11426 on epoch:    52, epoch:   53/100, mu: 0.9431361556, learning_rate: 0.0000070577, weight_decay: 0.0000247507

epoch time: 992.4368896484s, input_fired_time: 10.8526334763, output_fired_time: 5.2147483826, propagate_forward_time: 381.6949462891, propagate_backward_time: 585.3673706055, weight_update_time: 0.3883315921, other_time: 9.3071899414
epoch time: 78.8008270264s, input_fired_time: 0.8025690913, output_fired_time: 0.0000000000, propagate_forward_time: 76.4375076294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5607528687
validation[          , genome  6307] predictions:    6137/  10000 (61.37%), best:    6137/10000 (61.37%), error:     11260.35547, best error:     11260.35547 on epoch:    54, epoch:   54/100, mu: 0.9451637268, learning_rate: 0.0000065907, weight_decay: 0.0000233311

epoch time: 992.6293945313s, input_fired_time: 10.8812065125, output_fired_time: 5.2262434959, propagate_forward_time: 381.6925354004, propagate_backward_time: 585.4985351563, weight_update_time: 0.3943994939, other_time: 9.3308105469
epoch time: 78.4611663818s, input_fired_time: 0.8078315854, output_fired_time: 0.0000000000, propagate_forward_time: 76.1135787964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5397567749
validation[          , genome  6307] predictions:    6092/  10000 (60.92%), best:    6137/10000 (61.37%), error:     11305.04883, best error:     11260.35547 on epoch:    54, epoch:   55/100, mu: 0.9471035600, learning_rate: 0.0000061547, weight_decay: 0.0000219930

epoch time: 999.4371337891s, input_fired_time: 10.9110326767, output_fired_time: 5.2786278725, propagate_forward_time: 384.5964965820, propagate_backward_time: 589.2407836914, weight_update_time: 0.4016347826, other_time: 9.4102172852
epoch time: 78.7311096191s, input_fired_time: 0.8114010692, output_fired_time: 0.0000000000, propagate_forward_time: 76.3669204712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5527877808
validation[          , genome  6307] predictions:    6136/  10000 (61.36%), best:    6137/10000 (61.37%), error:     11365.64258, best error:     11260.35547 on epoch:    54, epoch:   56/100, mu: 0.9489594698, learning_rate: 0.0000057474, weight_decay: 0.0000207316

epoch time: 993.8869628906s, input_fired_time: 10.8757143021, output_fired_time: 5.2322931290, propagate_forward_time: 381.8578796387, propagate_backward_time: 586.5814819336, weight_update_time: 0.3971897960, other_time: 9.3395385742
epoch time: 78.7188949585s, input_fired_time: 0.8076704144, output_fired_time: 0.0000000000, propagate_forward_time: 76.3505401611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5606842041
validation[          , genome  6307] predictions:    6085/  10000 (60.85%), best:    6137/10000 (61.37%), error:     11451.94141, best error:     11260.35547 on epoch:    54, epoch:   57/100, mu: 0.9507350922, learning_rate: 0.0000053672, weight_decay: 0.0000195425

epoch time: 992.2501220703s, input_fired_time: 10.8840217590, output_fired_time: 5.2311892509, propagate_forward_time: 381.5357971191, propagate_backward_time: 585.2863159180, weight_update_time: 0.3942829370, other_time: 9.3128051758
epoch time: 78.5584640503s, input_fired_time: 0.8114550114, output_fired_time: 0.0000000000, propagate_forward_time: 76.1984558105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5485534668
validation[          , genome  6307] predictions:    6185/  10000 (61.85%), best:    6185/10000 (61.85%), error:     11177.55859, best error:     11177.55859 on epoch:    58, epoch:   58/100, mu: 0.9524338841, learning_rate: 0.0000050120, weight_decay: 0.0000184217

epoch time: 993.3505859375s, input_fired_time: 10.8733320236, output_fired_time: 5.2419338226, propagate_forward_time: 381.3189392090, propagate_backward_time: 586.5788574219, weight_update_time: 0.3984713852, other_time: 9.3375244141
epoch time: 78.7583389282s, input_fired_time: 0.8092169762, output_fired_time: 0.0000000000, propagate_forward_time: 76.3985977173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5505218506
validation[          , genome  6307] predictions:    6152/  10000 (61.52%), best:    6185/10000 (61.85%), error:     11188.55176, best error:     11177.55859 on epoch:    58, epoch:   59/100, mu: 0.9540591836, learning_rate: 0.0000046804, weight_decay: 0.0000173651

epoch time: 992.6666259766s, input_fired_time: 10.8717784882, output_fired_time: 5.2330908775, propagate_forward_time: 381.9512023926, propagate_backward_time: 585.2363891602, weight_update_time: 0.3959346712, other_time: 9.3742065430
epoch time: 78.4652099609s, input_fired_time: 0.8112578988, output_fired_time: 0.0000000000, propagate_forward_time: 76.0904235840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5635299683
validation[          , genome  6307] predictions:    6231/  10000 (62.31%), best:    6231/10000 (62.31%), error:     11122.90820, best error:     11122.90820 on epoch:    60, epoch:   60/100, mu: 0.9556141496, learning_rate: 0.0000043707, weight_decay: 0.0000163692

epoch time: 992.4625854492s, input_fired_time: 10.8978862762, output_fired_time: 5.2388958931, propagate_forward_time: 381.6569519043, propagate_backward_time: 585.3444213867, weight_update_time: 0.3955831826, other_time: 9.3244018555
epoch time: 79.3022003174s, input_fired_time: 0.8200306296, output_fired_time: 0.0000000000, propagate_forward_time: 76.9393234253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5428466797
validation[          , genome  6307] predictions:    6167/  10000 (61.67%), best:    6231/10000 (62.31%), error:     11237.66797, best error:     11122.90820 on epoch:    60, epoch:   61/100, mu: 0.9571018219, learning_rate: 0.0000040815, weight_decay: 0.0000154303

epoch time: 993.3116455078s, input_fired_time: 10.8901576996, output_fired_time: 5.2400617599, propagate_forward_time: 381.5973510742, propagate_backward_time: 586.2504882813, weight_update_time: 0.3938690126, other_time: 9.3336181641
epoch time: 78.4325408936s, input_fired_time: 0.8044558764, output_fired_time: 0.0000000000, propagate_forward_time: 76.0730590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550231934
validation[          , genome  6307] predictions:    6220/  10000 (62.20%), best:    6231/10000 (62.31%), error:     11162.70410, best error:     11122.90820 on epoch:    60, epoch:   62/100, mu: 0.9585251212, learning_rate: 0.0000038115, weight_decay: 0.0000145453

epoch time: 992.7659912109s, input_fired_time: 10.8834133148, output_fired_time: 5.2401781082, propagate_forward_time: 381.8115844727, propagate_backward_time: 585.5200805664, weight_update_time: 0.3931749165, other_time: 9.3107299805
epoch time: 78.5420532227s, input_fired_time: 0.8160486817, output_fired_time: 0.0000000000, propagate_forward_time: 76.1842956543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5417098999
validation[          , genome  6307] predictions:    6248/  10000 (62.48%), best:    6248/10000 (62.48%), error:     11086.92285, best error:     11086.92285 on epoch:    63, epoch:   63/100, mu: 0.9598868489, learning_rate: 0.0000035593, weight_decay: 0.0000137111

epoch time: 992.5378417969s, input_fired_time: 10.9106168747, output_fired_time: 5.2315068245, propagate_forward_time: 381.8337402344, propagate_backward_time: 585.2139282227, weight_update_time: 0.3994388580, other_time: 9.3480224609
epoch time: 78.7821350098s, input_fired_time: 0.8145263791, output_fired_time: 0.0000000000, propagate_forward_time: 76.4154510498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5521545410
validation[          , genome  6307] predictions:    6188/  10000 (61.88%), best:    6248/10000 (62.48%), error:     11189.16211, best error:     11086.92285 on epoch:    63, epoch:   64/100, mu: 0.9611896873, learning_rate: 0.0000033238, weight_decay: 0.0000129247

epoch time: 992.8717651367s, input_fired_time: 10.8778581619, output_fired_time: 5.2421369553, propagate_forward_time: 382.0172729492, propagate_backward_time: 585.4208374023, weight_update_time: 0.3871850371, other_time: 9.3136596680
epoch time: 78.5663223267s, input_fired_time: 0.8168235421, output_fired_time: 0.0000000000, propagate_forward_time: 76.1878204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5616760254
validation[          , genome  6307] predictions:    6215/  10000 (62.15%), best:    6215/10000 (62.15%), error:     11080.83008, best error:     11080.83008 on epoch:    65, epoch:   65/100, mu: 0.9624361396, learning_rate: 0.0000031039, weight_decay: 0.0000121834

epoch time: 995.6212158203s, input_fired_time: 10.8975334167, output_fired_time: 5.2587680817, propagate_forward_time: 382.9488525391, propagate_backward_time: 587.1498413086, weight_update_time: 0.3952473402, other_time: 9.3662109375
epoch time: 78.5642242432s, input_fired_time: 0.8114687800, output_fired_time: 0.0000000000, propagate_forward_time: 76.2155456543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5372085571
validation[          , genome  6307] predictions:    6266/  10000 (62.66%), best:    6215/10000 (62.15%), error:     11101.54980, best error:     11080.83008 on epoch:    65, epoch:   66/100, mu: 0.9636287093, learning_rate: 0.0000028985, weight_decay: 0.0000114846

epoch time: 993.1010131836s, input_fired_time: 10.8923397064, output_fired_time: 5.2219052315, propagate_forward_time: 381.8789367676, propagate_backward_time: 585.7564086914, weight_update_time: 0.4003036320, other_time: 9.3513793945
epoch time: 78.5514678955s, input_fired_time: 0.8180375695, output_fired_time: 0.0000000000, propagate_forward_time: 76.1783905029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550384521
validation[          , genome  6307] predictions:    6170/  10000 (61.70%), best:    6215/10000 (62.15%), error:     11207.76270, best error:     11080.83008 on epoch:    65, epoch:   67/100, mu: 0.9647696614, learning_rate: 0.0000027067, weight_decay: 0.0000108260

epoch time: 992.1704101563s, input_fired_time: 10.9173059464, output_fired_time: 5.2165603638, propagate_forward_time: 381.4382934570, propagate_backward_time: 585.2412719727, weight_update_time: 0.3934522867, other_time: 9.3569946289
epoch time: 78.4754638672s, input_fired_time: 0.8120759130, output_fired_time: 0.0000000000, propagate_forward_time: 76.1303024292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5330886841
validation[          , genome  6307] predictions:    6279/  10000 (62.79%), best:    6215/10000 (62.15%), error:     11133.11621, best error:     11080.83008 on epoch:    65, epoch:   68/100, mu: 0.9658612609, learning_rate: 0.0000025276, weight_decay: 0.0000102050

epoch time: 993.0237426758s, input_fired_time: 10.8950366974, output_fired_time: 5.2162995338, propagate_forward_time: 382.0127868652, propagate_backward_time: 585.5828247070, weight_update_time: 0.3924495280, other_time: 9.3168334961
epoch time: 78.4080505371s, input_fired_time: 0.8152132034, output_fired_time: 0.0000000000, propagate_forward_time: 76.0333023071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5595321655
validation[          , genome  6307] predictions:    6154/  10000 (61.54%), best:    6215/10000 (62.15%), error:     11288.41309, best error:     11080.83008 on epoch:    65, epoch:   69/100, mu: 0.9669055939, learning_rate: 0.0000023604, weight_decay: 0.0000096197

epoch time: 993.2852783203s, input_fired_time: 10.9125795364, output_fired_time: 5.2370815277, propagate_forward_time: 381.9989318848, propagate_backward_time: 585.8002319336, weight_update_time: 0.4001505673, other_time: 9.3364868164
epoch time: 78.5460968018s, input_fired_time: 0.8089969158, output_fired_time: 0.0000000000, propagate_forward_time: 76.1886215210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5484771729
validation[          , genome  6307] predictions:    6267/  10000 (62.67%), best:    6267/10000 (62.67%), error:     11056.53320, best error:     11056.53320 on epoch:    70, epoch:   70/100, mu: 0.9679047465, learning_rate: 0.0000022042, weight_decay: 0.0000090680

epoch time: 992.9461059570s, input_fired_time: 10.8963689804, output_fired_time: 5.2290468216, propagate_forward_time: 381.7280883789, propagate_backward_time: 585.7451782227, weight_update_time: 0.3905465603, other_time: 9.3474121094
epoch time: 78.7689056396s, input_fired_time: 0.8227871060, output_fired_time: 0.0000000000, propagate_forward_time: 76.3999328613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5461883545
validation[          , genome  6307] predictions:    6237/  10000 (62.37%), best:    6267/10000 (62.67%), error:     11105.65039, best error:     11056.53320 on epoch:    70, epoch:   71/100, mu: 0.9688606858, learning_rate: 0.0000020584, weight_decay: 0.0000085479

epoch time: 993.5876464844s, input_fired_time: 10.9031085968, output_fired_time: 5.2250423431, propagate_forward_time: 382.2778015137, propagate_backward_time: 585.8399658203, weight_update_time: 0.3959210813, other_time: 9.3416748047
epoch time: 78.3001708984s, input_fired_time: 0.8080683947, output_fired_time: 0.0000000000, propagate_forward_time: 75.9496688843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5424346924
validation[          , genome  6307] predictions:    6254/  10000 (62.54%), best:    6254/10000 (62.54%), error:     11019.91699, best error:     11019.91699 on epoch:    72, epoch:   72/100, mu: 0.9697752595, learning_rate: 0.0000019222, weight_decay: 0.0000080577

epoch time: 992.3500976563s, input_fired_time: 10.8922681808, output_fired_time: 5.2179689407, propagate_forward_time: 382.0787353516, propagate_backward_time: 584.7663574219, weight_update_time: 0.4038034379, other_time: 9.3947753906
epoch time: 78.8085556030s, input_fired_time: 0.8149114847, output_fired_time: 0.0000000000, propagate_forward_time: 76.4476547241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5459899902
validation[          , genome  6307] predictions:    6262/  10000 (62.62%), best:    6254/10000 (62.54%), error:     11065.13281, best error:     11019.91699 on epoch:    72, epoch:   73/100, mu: 0.9706502557, learning_rate: 0.0000017950, weight_decay: 0.0000075955

epoch time: 992.9003906250s, input_fired_time: 10.8906583786, output_fired_time: 5.2172021866, propagate_forward_time: 381.8442993164, propagate_backward_time: 585.6100463867, weight_update_time: 0.3933098614, other_time: 9.3381347656
epoch time: 78.9326705933s, input_fired_time: 0.8171966672, output_fired_time: 0.0000000000, propagate_forward_time: 76.5728149414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5426559448
validation[          , genome  6307] predictions:    6186/  10000 (61.86%), best:    6254/10000 (62.54%), error:     11237.09863, best error:     11019.91699 on epoch:    72, epoch:   74/100, mu: 0.9714874029, learning_rate: 0.0000016762, weight_decay: 0.0000071599

epoch time: 992.8175048828s, input_fired_time: 10.9022254944, output_fired_time: 5.2412004471, propagate_forward_time: 381.8930664063, propagate_backward_time: 585.4529418945, weight_update_time: 0.4003388584, other_time: 9.3280639648
epoch time: 78.8068618774s, input_fired_time: 0.8182999492, output_fired_time: 0.0000000000, propagate_forward_time: 76.4372329712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5513305664
validation[          , genome  6307] predictions:    6163/  10000 (61.63%), best:    6254/10000 (62.54%), error:     11149.70215, best error:     11019.91699 on epoch:    72, epoch:   75/100, mu: 0.9722883701, learning_rate: 0.0000015653, weight_decay: 0.0000067492

epoch time: 996.1443481445s, input_fired_time: 10.9444789886, output_fired_time: 5.2432599068, propagate_forward_time: 382.8790283203, propagate_backward_time: 587.7317504883, weight_update_time: 0.3978982568, other_time: 9.3458251953
epoch time: 78.8247222900s, input_fired_time: 0.8118203878, output_fired_time: 0.0000000000, propagate_forward_time: 76.4644241333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5484771729
validation[          , genome  6307] predictions:    6290/  10000 (62.90%), best:    6290/10000 (62.90%), error:     10977.68164, best error:     10977.68164 on epoch:    76, epoch:   76/100, mu: 0.9730546474, learning_rate: 0.0000014618, weight_decay: 0.0000063621

epoch time: 1001.0776977539s, input_fired_time: 10.9547367096, output_fired_time: 5.3028392792, propagate_forward_time: 384.8829040527, propagate_backward_time: 590.5477905273, weight_update_time: 0.3936325908, other_time: 9.3894653320
epoch time: 78.4619979858s, input_fired_time: 0.8132870793, output_fired_time: 0.0000000000, propagate_forward_time: 76.0885391235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5601730347
validation[          , genome  6307] predictions:    6247/  10000 (62.47%), best:    6290/10000 (62.90%), error:     10996.71777, best error:     10977.68164 on epoch:    76, epoch:   77/100, mu: 0.9737877846, learning_rate: 0.0000013650, weight_decay: 0.0000059972

epoch time: 1000.5795288086s, input_fired_time: 10.9516954422, output_fired_time: 5.2556195259, propagate_forward_time: 385.1262512207, propagate_backward_time: 589.8873901367, weight_update_time: 0.3996130526, other_time: 9.3585815430
epoch time: 78.7934799194s, input_fired_time: 0.8161029220, output_fired_time: 0.0000000000, propagate_forward_time: 76.4254989624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5518798828
validation[          , genome  6307] predictions:    6287/  10000 (62.87%), best:    6287/10000 (62.87%), error:     10951.54980, best error:     10951.54980 on epoch:    78, epoch:   78/100, mu: 0.9744892120, learning_rate: 0.0000012747, weight_decay: 0.0000056533

epoch time: 993.6671142578s, input_fired_time: 10.8957538605, output_fired_time: 5.2502913475, propagate_forward_time: 382.1216430664, propagate_backward_time: 586.0603027344, weight_update_time: 0.3980751634, other_time: 9.3391113281
epoch time: 78.8346557617s, input_fired_time: 0.8208843470, output_fired_time: 0.0000000000, propagate_forward_time: 76.4441680908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5696029663
validation[          , genome  6307] predictions:    6260/  10000 (62.60%), best:    6287/10000 (62.87%), error:     10984.06250, best error:     10951.54980 on epoch:    78, epoch:   79/100, mu: 0.9751603007, learning_rate: 0.0000011904, weight_decay: 0.0000053290

epoch time: 992.9600219727s, input_fired_time: 10.9261398315, output_fired_time: 5.2183685303, propagate_forward_time: 381.9402160645, propagate_backward_time: 585.5230712891, weight_update_time: 0.3923936486, other_time: 9.3521728516
epoch time: 78.8224182129s, input_fired_time: 0.8225541711, output_fired_time: 0.0000000000, propagate_forward_time: 76.4524459839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5474166870
validation[          , genome  6307] predictions:    6239/  10000 (62.39%), best:    6287/10000 (62.87%), error:     11015.65723, best error:     10951.54980 on epoch:    78, epoch:   80/100, mu: 0.9758023620, learning_rate: 0.0000011116, weight_decay: 0.0000050234

epoch time: 994.7752075195s, input_fired_time: 10.9262676239, output_fired_time: 5.2420926094, propagate_forward_time: 382.4546813965, propagate_backward_time: 586.8018188477, weight_update_time: 0.3952704966, other_time: 9.3504028320
epoch time: 78.6189575195s, input_fired_time: 0.8163723946, output_fired_time: 0.0000000000, propagate_forward_time: 76.2302322388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5723495483
validation[          , genome  6307] predictions:    6209/  10000 (62.09%), best:    6287/10000 (62.87%), error:     11049.86621, best error:     10951.54980 on epoch:    78, epoch:   81/100, mu: 0.9764165878, learning_rate: 0.0000010381, weight_decay: 0.0000047353

epoch time: 994.8934326172s, input_fired_time: 10.9360475540, output_fired_time: 5.2300162315, propagate_forward_time: 382.7737426758, propagate_backward_time: 586.6110839844, weight_update_time: 0.3987813890, other_time: 9.3425292969
epoch time: 78.7983627319s, input_fired_time: 0.8180865049, output_fired_time: 0.0000000000, propagate_forward_time: 76.4094161987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5708618164
validation[          , genome  6307] predictions:    6280/  10000 (62.80%), best:    6280/10000 (62.80%), error:     10927.55859, best error:     10927.55859 on epoch:    82, epoch:   82/100, mu: 0.9770042896, learning_rate: 0.0000009694, weight_decay: 0.0000044637

epoch time: 993.7221679688s, input_fired_time: 10.9161062241, output_fired_time: 5.2445602417, propagate_forward_time: 382.2944030762, propagate_backward_time: 585.9328613281, weight_update_time: 0.3962320983, other_time: 9.3342285156
epoch time: 78.4638137817s, input_fired_time: 0.8120667338, output_fired_time: 0.0000000000, propagate_forward_time: 76.1079101563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5438385010
validation[          , genome  6307] predictions:    6256/  10000 (62.56%), best:    6280/10000 (62.80%), error:     10974.47656, best error:     10927.55859 on epoch:    82, epoch:   83/100, mu: 0.9775665402, learning_rate: 0.0000009052, weight_decay: 0.0000042077

epoch time: 994.4716186523s, input_fired_time: 10.9495172501, output_fired_time: 5.2539606094, propagate_forward_time: 382.6892700195, propagate_backward_time: 586.2376708984, weight_update_time: 0.3912905455, other_time: 9.3411865234
epoch time: 78.6679077148s, input_fired_time: 0.8153473735, output_fired_time: 0.0000000000, propagate_forward_time: 76.3047790527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5477828979
validation[          , genome  6307] predictions:    6301/  10000 (63.01%), best:    6280/10000 (62.80%), error:     10946.82227, best error:     10927.55859 on epoch:    82, epoch:   84/100, mu: 0.9781044722, learning_rate: 0.0000008453, weight_decay: 0.0000039663

epoch time: 993.7941894531s, input_fired_time: 10.9360580444, output_fired_time: 5.2384786606, propagate_forward_time: 381.9769592285, propagate_backward_time: 586.2994384766, weight_update_time: 0.3937866688, other_time: 9.3432617188
epoch time: 79.9238739014s, input_fired_time: 0.8258726001, output_fired_time: 0.0000000000, propagate_forward_time: 77.5110702515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5869293213
validation[          , genome  6307] predictions:    6325/  10000 (63.25%), best:    6325/10000 (63.25%), error:     10925.71680, best error:     10925.71680 on epoch:    85, epoch:   85/100, mu: 0.9786190987, learning_rate: 0.0000007894, weight_decay: 0.0000037389

epoch time: 993.8619995117s, input_fired_time: 10.9274044037, output_fired_time: 5.2237091064, propagate_forward_time: 381.8594665527, propagate_backward_time: 586.5427856445, weight_update_time: 0.3914911747, other_time: 9.3086547852
epoch time: 79.1366119385s, input_fired_time: 0.8218061328, output_fired_time: 0.0000000000, propagate_forward_time: 76.7471084595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5676956177
validation[          , genome  6307] predictions:    6318/  10000 (63.18%), best:    6325/10000 (63.25%), error:     10993.78516, best error:     10925.71680 on epoch:    85, epoch:   86/100, mu: 0.9791114926, learning_rate: 0.0000007372, weight_decay: 0.0000035244

epoch time: 989.0153198242s, input_fired_time: 10.9110698700, output_fired_time: 5.2102065086, propagate_forward_time: 380.1600646973, propagate_backward_time: 583.4472656250, weight_update_time: 0.3928750157, other_time: 9.2867431641
epoch time: 78.6121826172s, input_fired_time: 0.8178592920, output_fired_time: 0.0000000000, propagate_forward_time: 76.2541732788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5401535034
validation[          , genome  6307] predictions:    6183/  10000 (61.83%), best:    6325/10000 (63.25%), error:     11065.33008, best error:     10925.71680 on epoch:    85, epoch:   87/100, mu: 0.9795826077, learning_rate: 0.0000006884, weight_decay: 0.0000033223

epoch time: 990.1766357422s, input_fired_time: 10.9001922607, output_fired_time: 5.2072334290, propagate_forward_time: 380.6602478027, propagate_backward_time: 584.1122436523, weight_update_time: 0.3930722177, other_time: 9.2966918945
epoch time: 78.3652038574s, input_fired_time: 0.8157998919, output_fired_time: 0.0000000000, propagate_forward_time: 75.9917678833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5576324463
validation[          , genome  6307] predictions:    6290/  10000 (62.90%), best:    6325/10000 (63.25%), error:     10966.18457, best error:     10925.71680 on epoch:    85, epoch:   88/100, mu: 0.9800333381, learning_rate: 0.0000006429, weight_decay: 0.0000031317

epoch time: 990.5678100586s, input_fired_time: 10.9148616791, output_fired_time: 5.2127108574, propagate_forward_time: 380.6433105469, propagate_backward_time: 584.4647216797, weight_update_time: 0.3969955146, other_time: 9.3322143555
epoch time: 78.3979644775s, input_fired_time: 0.8149180412, output_fired_time: 0.0000000000, propagate_forward_time: 76.0475845337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5354614258
validation[          , genome  6307] predictions:    6304/  10000 (63.04%), best:    6325/10000 (63.25%), error:     10931.64160, best error:     10925.71680 on epoch:    85, epoch:   89/100, mu: 0.9804645181, learning_rate: 0.0000006003, weight_decay: 0.0000029521

epoch time: 988.8374023438s, input_fired_time: 10.8941278458, output_fired_time: 5.1841158867, propagate_forward_time: 380.0194091797, propagate_backward_time: 583.4605102539, weight_update_time: 0.3876940310, other_time: 9.2792358398
epoch time: 78.4728317261s, input_fired_time: 0.8205580711, output_fired_time: 0.0000000000, propagate_forward_time: 76.0892562866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5630187988
validation[          , genome  6307] predictions:    6312/  10000 (63.12%), best:    6312/10000 (63.12%), error:     10889.44434, best error:     10889.44434 on epoch:    90, epoch:   90/100, mu: 0.9808770418, learning_rate: 0.0000005606, weight_decay: 0.0000027828

epoch time: 989.0142822266s, input_fired_time: 10.9024171829, output_fired_time: 5.2003407478, propagate_forward_time: 379.9731445313, propagate_backward_time: 583.6304931641, weight_update_time: 0.3943474591, other_time: 9.3079223633
epoch time: 78.4382247925s, input_fired_time: 0.8169664145, output_fired_time: 0.0000000000, propagate_forward_time: 76.0697326660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5515289307
validation[          , genome  6307] predictions:    6306/  10000 (63.06%), best:    6312/10000 (63.12%), error:     10901.12988, best error:     10889.44434 on epoch:    90, epoch:   91/100, mu: 0.9812717438, learning_rate: 0.0000005235, weight_decay: 0.0000026232

epoch time: 988.4599609375s, input_fired_time: 10.9103345871, output_fired_time: 5.2198214531, propagate_forward_time: 380.0152282715, propagate_backward_time: 583.0181274414, weight_update_time: 0.3934628069, other_time: 9.2964477539
epoch time: 79.4635467529s, input_fired_time: 0.8246852160, output_fired_time: 0.0000000000, propagate_forward_time: 77.0732727051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655899048
validation[          , genome  6307] predictions:    6292/  10000 (62.92%), best:    6312/10000 (63.12%), error:     10924.61426, best error:     10889.44434 on epoch:    90, epoch:   92/100, mu: 0.9816493392, learning_rate: 0.0000004889, weight_decay: 0.0000024727

epoch time: 988.6684570313s, input_fired_time: 10.8943014145, output_fired_time: 5.2227740288, propagate_forward_time: 380.3543090820, propagate_backward_time: 582.8679199219, weight_update_time: 0.3946171999, other_time: 9.3291625977
epoch time: 77.9949340820s, input_fired_time: 0.8173371553, output_fired_time: 0.0000000000, propagate_forward_time: 75.6229095459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5546875000
validation[          , genome  6307] predictions:    6321/  10000 (63.21%), best:    6312/10000 (63.12%), error:     10897.54785, best error:     10889.44434 on epoch:    90, epoch:   93/100, mu: 0.9820106030, learning_rate: 0.0000004565, weight_decay: 0.0000023309

epoch time: 989.1860351563s, input_fired_time: 10.8993978500, output_fired_time: 5.1909317970, propagate_forward_time: 380.2348937988, propagate_backward_time: 583.5504150391, weight_update_time: 0.3903931081, other_time: 9.3104248047
epoch time: 78.4843902588s, input_fired_time: 0.8201123476, output_fired_time: 0.0000000000, propagate_forward_time: 76.1007308960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5635452271
validation[          , genome  6307] predictions:    6316/  10000 (63.16%), best:    6312/10000 (63.12%), error:     10911.47754, best error:     10889.44434 on epoch:    90, epoch:   94/100, mu: 0.9823562503, learning_rate: 0.0000004263, weight_decay: 0.0000021972

epoch time: 988.7344970703s, input_fired_time: 10.9120216370, output_fired_time: 5.2036309242, propagate_forward_time: 380.3618774414, propagate_backward_time: 582.9858398438, weight_update_time: 0.3896298707, other_time: 9.2711181641
epoch time: 78.1717758179s, input_fired_time: 0.8168325424, output_fired_time: 0.0000000000, propagate_forward_time: 75.8002700806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5546722412
validation[          , genome  6307] predictions:    6306/  10000 (63.06%), best:    6306/10000 (63.06%), error:     10878.30566, best error:     10878.30566 on epoch:    95, epoch:   95/100, mu: 0.9826869369, learning_rate: 0.0000003981, weight_decay: 0.0000020712

epoch time: 990.3253173828s, input_fired_time: 10.9081611633, output_fired_time: 5.2079200745, propagate_forward_time: 381.0922851563, propagate_backward_time: 583.7863159180, weight_update_time: 0.3970203102, other_time: 9.3306274414
epoch time: 78.2227783203s, input_fired_time: 0.8181136250, output_fired_time: 0.0000000000, propagate_forward_time: 75.8503036499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5543594360
validation[          , genome  6307] predictions:    6317/  10000 (63.17%), best:    6306/10000 (63.06%), error:     10879.16699, best error:     10878.30566 on epoch:    95, epoch:   96/100, mu: 0.9830033183, learning_rate: 0.0000003718, weight_decay: 0.0000019524

epoch time: 991.5432739258s, input_fired_time: 10.9194736481, output_fired_time: 5.2306227684, propagate_forward_time: 381.4040832520, propagate_backward_time: 584.6896362305, weight_update_time: 0.3858959377, other_time: 9.2993774414
epoch time: 78.1049880981s, input_fired_time: 0.8203523755, output_fired_time: 0.0000000000, propagate_forward_time: 75.7469482422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5376892090
validation[          , genome  6307] predictions:    6291/  10000 (62.91%), best:    6306/10000 (63.06%), error:     10904.55762, best error:     10878.30566 on epoch:    95, epoch:   97/100, mu: 0.9833060503, learning_rate: 0.0000003472, weight_decay: 0.0000018404

epoch time: 989.3237915039s, input_fired_time: 10.9301948547, output_fired_time: 5.2278137207, propagate_forward_time: 380.5294799805, propagate_backward_time: 583.3391723633, weight_update_time: 0.3930640519, other_time: 9.2971191406
epoch time: 78.3208770752s, input_fired_time: 0.8167625666, output_fired_time: 0.0000000000, propagate_forward_time: 75.9529037476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5512084961
validation[          , genome  6307] predictions:    6303/  10000 (63.03%), best:    6306/10000 (63.06%), error:     10921.66309, best error:     10878.30566 on epoch:    95, epoch:   98/100, mu: 0.9835956693, learning_rate: 0.0000003242, weight_decay: 0.0000017349

epoch time: 989.4436035156s, input_fired_time: 10.9104862213, output_fired_time: 5.2181506157, propagate_forward_time: 380.3291625977, propagate_backward_time: 583.6732788086, weight_update_time: 0.3918187022, other_time: 9.3125610352
epoch time: 78.4482650757s, input_fired_time: 0.8202305436, output_fired_time: 0.0000000000, propagate_forward_time: 76.0657653809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5622711182
validation[          , genome  6307] predictions:    6303/  10000 (63.03%), best:    6306/10000 (63.06%), error:     10883.89844, best error:     10878.30566 on epoch:    95, epoch:   99/100, mu: 0.9838727713, learning_rate: 0.0000003028, weight_decay: 0.0000016354

epoch time: 988.9897460938s, input_fired_time: 10.9000482559, output_fired_time: 5.2255296707, propagate_forward_time: 380.1031494141, propagate_backward_time: 583.4484863281, weight_update_time: 0.3892483115, other_time: 9.3125610352
epoch time: 78.3642044067s, input_fired_time: 0.8175539970, output_fired_time: 0.0000000000, propagate_forward_time: 75.9916229248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5550308228
validation[          , genome  6307] predictions:    6315/  10000 (63.15%), best:    6315/10000 (63.15%), error:     10871.56250, best error:     10871.56250 on epoch:   100, epoch:  100/100, mu: 0.9841378927, learning_rate: 0.0000002827, weight_decay: 0.0000015416

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 391.7883300781s, input_fired_time: 4.0943293571, output_fired_time: 0.0000000000, propagate_forward_time: 379.8717041016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.8222961426
best training[          , genome  6307] predictions:   33144/  50000 (66.29%), best:    6315/10000 (63.15%), error:     51593.60938, best error:     10871.56250 on epoch:   100, epoch:  101/100, mu: 0.9843915105, learning_rate: 0.0000002640, weight_decay: 0.0000014532
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 78.7333526611s, input_fired_time: 0.8223375678, output_fired_time: 0.0000000000, propagate_forward_time: 76.3724594116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5385589600
   testing[          , genome  6307] predictions:    6315/  10000 (63.15%), best:    6315/10000 (63.15%), error:     10871.56250, best error:     10871.56250 on epoch:   100, epoch:  101/100, mu: 0.9843915105, learning_rate: 0.0000002640, weight_decay: 0.0000014532
backpropagation finished successfully!
11:09:30 (4624): called boinc_finish(0)

</stderr_txt>
]]>