Nameexact_genome_1512735002_44_18624_1
Workunit2664472
Created13 Dec 2017, 11:02:56 UTC
Sent13 Dec 2017, 11:17:44 UTC
Report deadline20 Jan 2018, 12:47:22 UTC
Received16 Dec 2017, 2:26:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time18 hours 20 min 16 sec
CPU time18 hours 17 min 41 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size167.90 MB
Peak swap size169.47 MB
Peak disk usage2.65 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
000000, other_time: 1.8766250610
validation[          , genome 18624] predictions:    9829/  10000 (98.29%), best:    9845/10000 (98.45%), error:       568.77448, best error:       496.47589 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 605.7597045898s, input_fired_time: 8.3919172287, output_fired_time: 6.4334349632, propagate_forward_time: 227.2610931396, propagate_backward_time: 353.2560119629, weight_update_time: 0.6345161200, other_time: 10.4172668457
epoch time: 48.4057922363s, input_fired_time: 1.0192222595, output_fired_time: 0.0000000000, propagate_forward_time: 45.4499664307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9366035461
validation[          , genome 18624] predictions:    9790/  10000 (97.90%), best:    9845/10000 (98.45%), error:       670.17413, best error:       496.47589 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 606.5368652344s, input_fired_time: 8.4055299759, output_fired_time: 6.4899139404, propagate_forward_time: 227.4964904785, propagate_backward_time: 353.8393859863, weight_update_time: 0.6369697452, other_time: 10.3055419922
epoch time: 48.2969245911s, input_fired_time: 0.9814295173, output_fired_time: 0.0000000000, propagate_forward_time: 45.4477081299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8677864075
validation[          , genome 18624] predictions:    9835/  10000 (98.35%), best:    9845/10000 (98.45%), error:       523.37299, best error:       496.47589 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 606.9810791016s, input_fired_time: 8.4889402390, output_fired_time: 6.4398756027, propagate_forward_time: 227.8121948242, propagate_backward_time: 353.6007690430, weight_update_time: 0.6435738802, other_time: 10.6392822266
epoch time: 48.4082069397s, input_fired_time: 0.9900696278, output_fired_time: 0.0000000000, propagate_forward_time: 45.5199928284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8981437683
validation[          , genome 18624] predictions:    9834/  10000 (98.34%), best:    9845/10000 (98.45%), error:       522.55548, best error:       496.47589 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 604.7937622070s, input_fired_time: 8.4507761002, output_fired_time: 6.3989429474, propagate_forward_time: 227.0092926025, propagate_backward_time: 352.5012207031, weight_update_time: 0.6384440064, other_time: 10.4335327148
epoch time: 48.0844955444s, input_fired_time: 0.9729189873, output_fired_time: 0.0000000000, propagate_forward_time: 45.2938957214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8176803589
validation[          , genome 18624] predictions:    9738/  10000 (97.38%), best:    9845/10000 (98.45%), error:       817.47235, best error:       496.47589 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 591.6424560547s, input_fired_time: 8.2662124634, output_fired_time: 6.3191390038, propagate_forward_time: 221.7299957275, propagate_backward_time: 345.2140502930, weight_update_time: 0.6258541346, other_time: 10.1130371094
epoch time: 47.5206794739s, input_fired_time: 0.9733850956, output_fired_time: 0.0000000000, propagate_forward_time: 44.7302360535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8170585632
validation[          , genome 18624] predictions:    9786/  10000 (97.86%), best:    9845/10000 (98.45%), error:       633.30206, best error:       496.47589 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 591.9242553711s, input_fired_time: 8.2970333099, output_fired_time: 6.3245759010, propagate_forward_time: 222.2488098145, propagate_backward_time: 344.8481140137, weight_update_time: 0.6338499188, other_time: 10.2056884766
epoch time: 47.8716926575s, input_fired_time: 0.9889664650, output_fired_time: 0.0000000000, propagate_forward_time: 45.0433006287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8394241333
validation[          , genome 18624] predictions:    9827/  10000 (98.27%), best:    9845/10000 (98.45%), error:       541.37848, best error:       496.47589 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 605.5793457031s, input_fired_time: 8.4222745895, output_fired_time: 6.4439816475, propagate_forward_time: 227.0404968262, propagate_backward_time: 353.4618225098, weight_update_time: 0.6318332553, other_time: 10.2107543945
epoch time: 48.3764038086s, input_fired_time: 0.9820069671, output_fired_time: 0.0000000000, propagate_forward_time: 45.5638160706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8305816650
validation[          , genome 18624] predictions:    9838/  10000 (98.38%), best:    9845/10000 (98.45%), error:       510.24374, best error:       496.47589 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 605.7772216797s, input_fired_time: 8.4131135941, output_fired_time: 6.4243621826, propagate_forward_time: 227.5626983643, propagate_backward_time: 353.1247558594, weight_update_time: 0.6400765181, other_time: 10.2523193359
epoch time: 48.3249206543s, input_fired_time: 1.0152124166, output_fired_time: 0.0000000000, propagate_forward_time: 45.3988723755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9108352661
validation[          , genome 18624] predictions:    9833/  10000 (98.33%), best:    9845/10000 (98.45%), error:       513.01428, best error:       496.47589 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 606.0054931641s, input_fired_time: 8.4743204117, output_fired_time: 6.4826617241, propagate_forward_time: 227.7229919434, propagate_backward_time: 353.0216674805, weight_update_time: 0.6367252469, other_time: 10.3038635254
epoch time: 48.3311500549s, input_fired_time: 0.9951750636, output_fired_time: 0.0000000000, propagate_forward_time: 45.4755210876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8604545593
validation[          , genome 18624] predictions:    9824/  10000 (98.24%), best:    9845/10000 (98.45%), error:       557.18555, best error:       496.47589 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 604.0789184570s, input_fired_time: 8.4202318192, output_fired_time: 6.4467511177, propagate_forward_time: 226.6104278564, propagate_backward_time: 352.3544616699, weight_update_time: 0.6335354447, other_time: 10.2470397949
epoch time: 48.3400421143s, input_fired_time: 1.0192421675, output_fired_time: 0.0000000000, propagate_forward_time: 45.3959579468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9248428345
validation[          , genome 18624] predictions:    9834/  10000 (98.34%), best:    9845/10000 (98.45%), error:       501.04364, best error:       496.47589 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 604.1069946289s, input_fired_time: 8.4525051117, output_fired_time: 6.4212794304, propagate_forward_time: 226.2729492188, propagate_backward_time: 352.5474243164, weight_update_time: 0.6488829851, other_time: 10.4128417969
epoch time: 48.3544654846s, input_fired_time: 1.0069326162, output_fired_time: 0.0000000000, propagate_forward_time: 45.5101509094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8373832703
validation[          , genome 18624] predictions:    9831/  10000 (98.31%), best:    9845/10000 (98.45%), error:       529.23572, best error:       496.47589 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 605.3161621094s, input_fired_time: 8.4633245468, output_fired_time: 6.4410648346, propagate_forward_time: 226.9292144775, propagate_backward_time: 353.0749206543, weight_update_time: 0.6421653628, other_time: 10.4076843262
epoch time: 48.5911064148s, input_fired_time: 1.0091686249, output_fired_time: 0.0000000000, propagate_forward_time: 45.6984558105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8834838867
validation[          , genome 18624] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       484.66446, best error:       484.66446 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 605.9219970703s, input_fired_time: 8.4885101318, output_fired_time: 6.4716067314, propagate_forward_time: 227.1387481689, propagate_backward_time: 353.4015808105, weight_update_time: 0.6472956538, other_time: 10.4215393066
epoch time: 49.1493148804s, input_fired_time: 1.0213259459, output_fired_time: 0.0000000000, propagate_forward_time: 46.2241897583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9038009644
validation[          , genome 18624] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       455.69366, best error:       455.69366 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 606.6848144531s, input_fired_time: 8.4811382294, output_fired_time: 6.4781055450, propagate_forward_time: 227.2267761230, propagate_backward_time: 354.1090393066, weight_update_time: 0.6420764923, other_time: 10.3897705078
epoch time: 48.2358207703s, input_fired_time: 1.0077444315, output_fired_time: 0.0000000000, propagate_forward_time: 45.3805618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8475151062
validation[          , genome 18624] predictions:    9839/  10000 (98.39%), best:    9853/10000 (98.53%), error:       533.33319, best error:       455.69366 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 607.2738647461s, input_fired_time: 8.4588298798, output_fired_time: 6.4925751686, propagate_forward_time: 227.5904693604, propagate_backward_time: 354.3766174316, weight_update_time: 0.6420895457, other_time: 10.3554382324
epoch time: 48.2818527222s, input_fired_time: 0.9965838790, output_fired_time: 0.0000000000, propagate_forward_time: 45.4575920105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8276786804
validation[          , genome 18624] predictions:    9858/  10000 (98.58%), best:    9853/10000 (98.53%), error:       465.14008, best error:       455.69366 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 606.7123413086s, input_fired_time: 8.5023689270, output_fired_time: 6.4632534981, propagate_forward_time: 227.6417694092, propagate_backward_time: 353.7249755859, weight_update_time: 0.6464439631, other_time: 10.3799438477
epoch time: 48.3267555237s, input_fired_time: 1.0141007900, output_fired_time: 0.0000000000, propagate_forward_time: 45.4908409119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8218154907
validation[          , genome 18624] predictions:    9857/  10000 (98.57%), best:    9853/10000 (98.53%), error:       458.11191, best error:       455.69366 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 607.5071411133s, input_fired_time: 8.5649776459, output_fired_time: 6.4606037140, propagate_forward_time: 227.9831542969, propagate_backward_time: 354.1186828613, weight_update_time: 0.6390965581, other_time: 10.3796691895
epoch time: 48.8224334717s, input_fired_time: 1.0072594881, output_fired_time: 0.0000000000, propagate_forward_time: 45.9333763123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8817977905
validation[          , genome 18624] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       488.72864, best error:       455.69366 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 608.0383300781s, input_fired_time: 8.5215997696, output_fired_time: 6.4861869812, propagate_forward_time: 227.6069183350, propagate_backward_time: 355.0174255371, weight_update_time: 0.6445137262, other_time: 10.4061584473
epoch time: 48.4046287537s, input_fired_time: 1.0044281483, output_fired_time: 0.0000000000, propagate_forward_time: 45.5444984436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8557014465
validation[          , genome 18624] predictions:    9815/  10000 (98.15%), best:    9853/10000 (98.53%), error:       537.59662, best error:       455.69366 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 608.2984619141s, input_fired_time: 8.5414733887, output_fired_time: 6.4972662926, propagate_forward_time: 227.5352630615, propagate_backward_time: 355.2038269043, weight_update_time: 0.6515325904, other_time: 10.5205993652
epoch time: 48.3579216003s, input_fired_time: 1.0030114651, output_fired_time: 0.0000000000, propagate_forward_time: 45.5077896118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8471221924
validation[          , genome 18624] predictions:    9852/  10000 (98.52%), best:    9853/10000 (98.53%), error:       457.16537, best error:       455.69366 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 608.0371093750s, input_fired_time: 8.5455751419, output_fired_time: 6.5097656250, propagate_forward_time: 227.6554718018, propagate_backward_time: 354.9238891602, weight_update_time: 0.6488769054, other_time: 10.4024047852
epoch time: 48.5664024353s, input_fired_time: 1.0124821663, output_fired_time: 0.0000000000, propagate_forward_time: 45.6628150940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8911056519
validation[          , genome 18624] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       432.25681, best error:       432.25681 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 606.4820556641s, input_fired_time: 8.5016441345, output_fired_time: 6.5182819366, propagate_forward_time: 227.6161499023, propagate_backward_time: 353.5158691406, weight_update_time: 0.6386430264, other_time: 10.3300781250
epoch time: 47.8057250977s, input_fired_time: 1.0113701820, output_fired_time: 0.0000000000, propagate_forward_time: 44.8282814026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9660720825
validation[          , genome 18624] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       442.96869, best error:       432.25681 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 606.1889648438s, input_fired_time: 8.5017309189, output_fired_time: 6.4442749023, propagate_forward_time: 227.1373596191, propagate_backward_time: 353.8387756348, weight_update_time: 0.6346222162, other_time: 10.2668457031
epoch time: 48.5018920898s, input_fired_time: 1.0197573900, output_fired_time: 0.0000000000, propagate_forward_time: 45.5824890137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996467590
validation[          , genome 18624] predictions:    9847/  10000 (98.47%), best:    9862/10000 (98.62%), error:       488.41006, best error:       432.25681 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 607.3858642578s, input_fired_time: 8.5527114868, output_fired_time: 6.4225678444, propagate_forward_time: 227.9574584961, propagate_backward_time: 353.9583129883, weight_update_time: 0.6440615654, other_time: 10.4948120117
epoch time: 48.4995880127s, input_fired_time: 1.0246335268, output_fired_time: 0.0000000000, propagate_forward_time: 45.6102561951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8646965027
validation[          , genome 18624] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       431.20306, best error:       431.20306 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 606.3079833984s, input_fired_time: 8.5300502777, output_fired_time: 6.4460344315, propagate_forward_time: 227.3494110107, propagate_backward_time: 353.5614318848, weight_update_time: 0.6394585967, other_time: 10.4210510254
epoch time: 47.5888595581s, input_fired_time: 1.0251916647, output_fired_time: 0.0000000000, propagate_forward_time: 44.6733665466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8903007507
validation[          , genome 18624] predictions:    9849/  10000 (98.49%), best:    9865/10000 (98.65%), error:       469.48047, best error:       431.20306 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 607.1961059570s, input_fired_time: 8.5368976593, output_fired_time: 6.4311766624, propagate_forward_time: 227.9845733643, propagate_backward_time: 353.9974670410, weight_update_time: 0.6347739100, other_time: 10.2460021973
epoch time: 48.5297698975s, input_fired_time: 0.9975530505, output_fired_time: 0.0000000000, propagate_forward_time: 45.5751495361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9570655823
validation[          , genome 18624] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       397.13135, best error:       397.13135 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 607.7331542969s, input_fired_time: 8.5195436478, output_fired_time: 6.4494633675, propagate_forward_time: 227.7616424561, propagate_backward_time: 354.8258666992, weight_update_time: 0.6375725865, other_time: 10.1766357422
epoch time: 48.4809226990s, input_fired_time: 1.0135118961, output_fired_time: 0.0000000000, propagate_forward_time: 45.5816230774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8857879639
validation[          , genome 18624] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       408.48291, best error:       397.13135 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 608.2230834961s, input_fired_time: 8.5362482071, output_fired_time: 6.4892735481, propagate_forward_time: 227.9486083984, propagate_backward_time: 355.0179138184, weight_update_time: 0.6391434669, other_time: 10.2310485840
epoch time: 48.4760093689s, input_fired_time: 1.0171941519, output_fired_time: 0.0000000000, propagate_forward_time: 45.5365180969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9222984314
validation[          , genome 18624] predictions:    9876/  10000 (98.76%), best:    9880/10000 (98.80%), error:       418.04788, best error:       397.13135 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 607.5713500977s, input_fired_time: 8.5224113464, output_fired_time: 6.4160747528, propagate_forward_time: 227.5422515869, propagate_backward_time: 354.8056030273, weight_update_time: 0.6459462047, other_time: 10.2850341797
epoch time: 48.4757995605s, input_fired_time: 1.0188156366, output_fired_time: 0.0000000000, propagate_forward_time: 45.5673179626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8896675110
validation[          , genome 18624] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       423.60565, best error:       397.13135 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 608.3820190430s, input_fired_time: 8.5870428085, output_fired_time: 6.4457387924, propagate_forward_time: 228.1171722412, propagate_backward_time: 354.8695373535, weight_update_time: 0.6423689723, other_time: 10.3625183105
epoch time: 48.9267005920s, input_fired_time: 1.0152286291, output_fired_time: 0.0000000000, propagate_forward_time: 46.0223884583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8890838623
validation[          , genome 18624] predictions:    9848/  10000 (98.48%), best:    9880/10000 (98.80%), error:       487.97595, best error:       397.13135 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 607.9950561523s, input_fired_time: 8.5635948181, output_fired_time: 6.4762668610, propagate_forward_time: 228.3665466309, propagate_backward_time: 354.3225097656, weight_update_time: 0.6391940713, other_time: 10.2661437988
epoch time: 48.7404174805s, input_fired_time: 1.0274906158, output_fired_time: 0.0000000000, propagate_forward_time: 45.8295745850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8833541870
validation[          , genome 18624] predictions:    9853/  10000 (98.53%), best:    9880/10000 (98.80%), error:       493.52081, best error:       397.13135 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 606.0122680664s, input_fired_time: 8.5693750381, output_fired_time: 6.3716335297, propagate_forward_time: 227.2285614014, propagate_backward_time: 353.4919128418, weight_update_time: 0.6682786942, other_time: 10.3507385254
epoch time: 48.3460273743s, input_fired_time: 1.0193852186, output_fired_time: 0.0000000000, propagate_forward_time: 45.4777946472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8488464355
validation[          , genome 18624] predictions:    9874/  10000 (98.74%), best:    9880/10000 (98.80%), error:       402.37521, best error:       397.13135 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 601.0687866211s, input_fired_time: 8.5291175842, output_fired_time: 6.4526147842, propagate_forward_time: 225.4922485352, propagate_backward_time: 350.2142028809, weight_update_time: 0.6419351101, other_time: 10.3805847168
epoch time: 48.2845687866s, input_fired_time: 1.0096508265, output_fired_time: 0.0000000000, propagate_forward_time: 45.3696289062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9052886963
validation[          , genome 18624] predictions:    9851/  10000 (98.51%), best:    9880/10000 (98.80%), error:       458.58728, best error:       397.13135 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 606.2931518555s, input_fired_time: 8.5925693512, output_fired_time: 6.4924230576, propagate_forward_time: 227.0374908447, propagate_backward_time: 353.6177368164, weight_update_time: 0.6508600712, other_time: 10.5529174805
epoch time: 48.7409591675s, input_fired_time: 1.0368586779, output_fired_time: 0.0000000000, propagate_forward_time: 45.8357696533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8683319092
validation[          , genome 18624] predictions:    9849/  10000 (98.49%), best:    9880/10000 (98.80%), error:       474.86304, best error:       397.13135 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 607.4528198242s, input_fired_time: 8.5868024826, output_fired_time: 6.4641609192, propagate_forward_time: 227.4051361084, propagate_backward_time: 354.6387634277, weight_update_time: 0.6472405791, other_time: 10.3579406738
epoch time: 48.4648628235s, input_fired_time: 1.0192371607, output_fired_time: 0.0000000000, propagate_forward_time: 45.5821228027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8635025024
validation[          , genome 18624] predictions:    9883/  10000 (98.83%), best:    9883/10000 (98.83%), error:       390.98450, best error:       390.98450 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 606.2814331055s, input_fired_time: 8.5650100708, output_fired_time: 6.4826679230, propagate_forward_time: 227.5771331787, propagate_backward_time: 353.1959838867, weight_update_time: 0.6493610740, other_time: 10.4606323242
epoch time: 48.1916084290s, input_fired_time: 1.0200015306, output_fired_time: 0.0000000000, propagate_forward_time: 45.2820396423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8895683289
validation[          , genome 18624] predictions:    9845/  10000 (98.45%), best:    9883/10000 (98.83%), error:       459.30927, best error:       390.98450 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 608.3052978516s, input_fired_time: 8.5951738358, output_fired_time: 6.4510812759, propagate_forward_time: 227.4458312988, propagate_backward_time: 355.3151245117, weight_update_time: 0.6505968571, other_time: 10.4980773926
epoch time: 48.3857803345s, input_fired_time: 1.0156780481, output_fired_time: 0.0000000000, propagate_forward_time: 45.5332717896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8368301392
validation[          , genome 18624] predictions:    9860/  10000 (98.60%), best:    9883/10000 (98.83%), error:       458.95374, best error:       390.98450 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 601.9583740234s, input_fired_time: 8.5534734726, output_fired_time: 6.4406342506, propagate_forward_time: 225.4240264893, propagate_backward_time: 351.1487426758, weight_update_time: 0.6457330585, other_time: 10.3915405273
epoch time: 48.5922508240s, input_fired_time: 1.0482852459, output_fired_time: 0.0000000000, propagate_forward_time: 45.5831260681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9608383179
validation[          , genome 18624] predictions:    9848/  10000 (98.48%), best:    9883/10000 (98.83%), error:       460.12488, best error:       390.98450 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 592.7893676758s, input_fired_time: 8.4833059311, output_fired_time: 6.3054237366, propagate_forward_time: 221.6736602783, propagate_backward_time: 346.0414733887, weight_update_time: 0.6338190436, other_time: 10.2855529785
epoch time: 48.3762817383s, input_fired_time: 1.0251467228, output_fired_time: 0.0000000000, propagate_forward_time: 45.4752120972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8759231567
validation[          , genome 18624] predictions:    9807/  10000 (98.07%), best:    9883/10000 (98.83%), error:       618.12262, best error:       390.98450 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 596.5804443359s, input_fired_time: 8.4528341293, output_fired_time: 6.3807163239, propagate_forward_time: 223.5544586182, propagate_backward_time: 347.9530639648, weight_update_time: 0.6320754290, other_time: 10.2393798828
epoch time: 48.3055534363s, input_fired_time: 1.0100774765, output_fired_time: 0.0000000000, propagate_forward_time: 45.4699897766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8254852295
validation[          , genome 18624] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       376.21274, best error:       376.21274 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 586.2093505859s, input_fired_time: 8.3922805786, output_fired_time: 6.3193464279, propagate_forward_time: 219.3017272949, propagate_backward_time: 341.9791870117, weight_update_time: 0.6317989826, other_time: 10.2168273926
epoch time: 47.8112716675s, input_fired_time: 1.0151562691, output_fired_time: 0.0000000000, propagate_forward_time: 44.9065399170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8895759583
validation[          , genome 18624] predictions:    9844/  10000 (98.44%), best:    9886/10000 (98.86%), error:       546.60083, best error:       376.21274 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 596.5910034180s, input_fired_time: 8.4903306961, output_fired_time: 6.3778700829, propagate_forward_time: 223.7584228516, propagate_backward_time: 347.7131042480, weight_update_time: 0.6371425986, other_time: 10.2512512207
epoch time: 46.4834861755s, input_fired_time: 0.9970247746, output_fired_time: 0.0000000000, propagate_forward_time: 43.6835174561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8029441833
validation[          , genome 18624] predictions:    9865/  10000 (98.65%), best:    9886/10000 (98.86%), error:       419.05240, best error:       376.21274 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 593.5829467773s, input_fired_time: 8.4682435989, output_fired_time: 6.3741712570, propagate_forward_time: 222.2199707031, propagate_backward_time: 346.2909240723, weight_update_time: 0.6416750550, other_time: 10.2296447754
epoch time: 47.5359573364s, input_fired_time: 1.0366364717, output_fired_time: 0.0000000000, propagate_forward_time: 44.5903244019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9089965820
validation[          , genome 18624] predictions:    9876/  10000 (98.76%), best:    9886/10000 (98.86%), error:       408.97589, best error:       376.21274 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 605.5460205078s, input_fired_time: 8.5872278214, output_fired_time: 6.4689154625, propagate_forward_time: 226.6923828125, propagate_backward_time: 353.4002685547, weight_update_time: 0.6398738623, other_time: 10.3972167969
epoch time: 48.3820991516s, input_fired_time: 1.0292737484, output_fired_time: 0.0000000000, propagate_forward_time: 45.4771728516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8756523132
validation[          , genome 18624] predictions:    9871/  10000 (98.71%), best:    9886/10000 (98.86%), error:       413.73761, best error:       376.21274 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 604.6525878906s, input_fired_time: 8.6153688431, output_fired_time: 6.4725670815, propagate_forward_time: 226.3298797607, propagate_backward_time: 352.6651306152, weight_update_time: 0.6476179957, other_time: 10.5696105957
epoch time: 48.3932876587s, input_fired_time: 1.0205734968, output_fired_time: 0.0000000000, propagate_forward_time: 45.5115699768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8611450195
validation[          , genome 18624] predictions:    9848/  10000 (98.48%), best:    9886/10000 (98.86%), error:       496.54126, best error:       376.21274 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 607.3525390625s, input_fired_time: 8.6263151169, output_fired_time: 6.4930996895, propagate_forward_time: 227.8154602051, propagate_backward_time: 354.0858459473, weight_update_time: 0.6442044973, other_time: 10.3317871094
epoch time: 48.3929176331s, input_fired_time: 1.0320810080, output_fired_time: 0.0000000000, propagate_forward_time: 45.4363937378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9244422913
validation[          , genome 18624] predictions:    9872/  10000 (98.72%), best:    9886/10000 (98.86%), error:       410.02014, best error:       376.21274 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 602.1744995117s, input_fired_time: 8.6220073700, output_fired_time: 6.4205021858, propagate_forward_time: 225.4683685303, propagate_backward_time: 351.2488098145, weight_update_time: 0.6413521171, other_time: 10.4147644043
epoch time: 48.4722747803s, input_fired_time: 1.0517140627, output_fired_time: 0.0000000000, propagate_forward_time: 45.5018882751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9186706543
validation[          , genome 18624] predictions:    9847/  10000 (98.47%), best:    9886/10000 (98.86%), error:       507.06024, best error:       376.21274 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 605.2519531250s, input_fired_time: 8.5990257263, output_fired_time: 6.4740586281, propagate_forward_time: 226.6602172852, propagate_backward_time: 352.9388122559, weight_update_time: 0.6466064453, other_time: 10.5798645020
epoch time: 48.0397758484s, input_fired_time: 1.0126405954, output_fired_time: 0.0000000000, propagate_forward_time: 45.1342811584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8928527832
validation[          , genome 18624] predictions:    9885/  10000 (98.85%), best:    9886/10000 (98.86%), error:       378.39255, best error:       376.21274 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 606.7478637695s, input_fired_time: 8.6429481506, output_fired_time: 6.4683237076, propagate_forward_time: 227.5208435059, propagate_backward_time: 353.5298461914, weight_update_time: 0.6493288875, other_time: 10.5859069824
epoch time: 48.3659820557s, input_fired_time: 1.0198125839, output_fired_time: 0.0000000000, propagate_forward_time: 45.5153236389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8308448792
validation[          , genome 18624] predictions:    9869/  10000 (98.69%), best:    9886/10000 (98.86%), error:       424.81958, best error:       376.21274 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 599.0047607422s, input_fired_time: 8.5500307083, output_fired_time: 6.4442496300, propagate_forward_time: 224.2440643311, propagate_backward_time: 349.3710021973, weight_update_time: 0.6430948377, other_time: 10.3953552246
epoch time: 48.1265907288s, input_fired_time: 1.0219209194, output_fired_time: 0.0000000000, propagate_forward_time: 45.2860679626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8186035156
validation[          , genome 18624] predictions:    9886/  10000 (98.86%), best:    9886/10000 (98.86%), error:       388.17197, best error:       376.21274 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 604.9463500977s, input_fired_time: 8.5676975250, output_fired_time: 6.4768619537, propagate_forward_time: 226.7460021973, propagate_backward_time: 352.7973937988, weight_update_time: 0.6468473673, other_time: 10.3583984375
epoch time: 48.4382781982s, input_fired_time: 1.0298122168, output_fired_time: 0.0000000000, propagate_forward_time: 45.4964904785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9119758606
validation[          , genome 18624] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       368.37457, best error:       368.37457 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 606.2029418945s, input_fired_time: 8.6245269775, output_fired_time: 6.5051412582, propagate_forward_time: 227.3085327148, propagate_backward_time: 353.4217529297, weight_update_time: 0.6402614713, other_time: 10.3430175781
epoch time: 48.3231697083s, input_fired_time: 1.0255843401, output_fired_time: 0.0000000000, propagate_forward_time: 45.3882179260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9093666077
validation[          , genome 18624] predictions:    9873/  10000 (98.73%), best:    9879/10000 (98.79%), error:       402.50540, best error:       368.37457 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 601.1988525391s, input_fired_time: 8.5122642517, output_fired_time: 6.3968272209, propagate_forward_time: 225.1030883789, propagate_backward_time: 350.8283081055, weight_update_time: 0.6399059892, other_time: 10.3583374023
epoch time: 47.9603729248s, input_fired_time: 1.0304995775, output_fired_time: 0.0000000000, propagate_forward_time: 44.9929542542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9369201660
validation[          , genome 18624] predictions:    9868/  10000 (98.68%), best:    9879/10000 (98.79%), error:       449.82111, best error:       368.37457 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 596.4953613281s, input_fired_time: 8.5024919510, output_fired_time: 6.3806114197, propagate_forward_time: 223.7644805908, propagate_backward_time: 347.6635437012, weight_update_time: 0.6277003288, other_time: 10.1842346191
epoch time: 48.3102951050s, input_fired_time: 1.0192117691, output_fired_time: 0.0000000000, propagate_forward_time: 45.4105224609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8805618286
validation[          , genome 18624] predictions:    9836/  10000 (98.36%), best:    9879/10000 (98.79%), error:       562.50806, best error:       368.37457 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 593.0702514648s, input_fired_time: 8.4669141769, output_fired_time: 6.3846735954, propagate_forward_time: 221.9083557129, propagate_backward_time: 346.0357055664, weight_update_time: 0.6383489966, other_time: 10.2746276855
epoch time: 48.0624694824s, input_fired_time: 1.0157728195, output_fired_time: 0.0000000000, propagate_forward_time: 45.1980438232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8486518860
validation[          , genome 18624] predictions:    9881/  10000 (98.81%), best:    9879/10000 (98.79%), error:       369.13293, best error:       368.37457 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 598.3590087891s, input_fired_time: 8.5106449127, output_fired_time: 6.3531827927, propagate_forward_time: 224.5436859131, propagate_backward_time: 348.6612548828, weight_update_time: 0.6351253390, other_time: 10.2902221680
epoch time: 46.6579284668s, input_fired_time: 0.9938299656, output_fired_time: 0.0000000000, propagate_forward_time: 43.8331146240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8309822083
validation[          , genome 18624] predictions:    9866/  10000 (98.66%), best:    9879/10000 (98.79%), error:       414.20874, best error:       368.37457 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 600.3090820312s, input_fired_time: 8.5512790680, output_fired_time: 6.4014763832, propagate_forward_time: 224.7523956299, propagate_backward_time: 350.3384094238, weight_update_time: 0.6398808360, other_time: 10.2655334473
epoch time: 48.0946998596s, input_fired_time: 1.0155594349, output_fired_time: 0.0000000000, propagate_forward_time: 45.2662239075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8129158020
validation[          , genome 18624] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       354.55090, best error:       354.55090 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 596.8009033203s, input_fired_time: 8.5757255554, output_fired_time: 6.4185314178, propagate_forward_time: 223.4539642334, propagate_backward_time: 348.1027221680, weight_update_time: 0.6298763752, other_time: 10.2499389648
epoch time: 48.2623214722s, input_fired_time: 1.0177961588, output_fired_time: 0.0000000000, propagate_forward_time: 45.4021224976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8424034119
validation[          , genome 18624] predictions:    9856/  10000 (98.56%), best:    9900/10000 (99.00%), error:       467.38898, best error:       354.55090 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 599.8381958008s, input_fired_time: 8.5406160355, output_fired_time: 6.3936743736, propagate_forward_time: 224.7208404541, propagate_backward_time: 350.0570983887, weight_update_time: 0.6324818730, other_time: 10.1260070801
epoch time: 48.2091903687s, input_fired_time: 1.0388172865, output_fired_time: 0.0000000000, propagate_forward_time: 45.3066520691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8637199402
validation[          , genome 18624] predictions:    9880/  10000 (98.80%), best:    9900/10000 (99.00%), error:       391.31665, best error:       354.55090 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 598.8445434570s, input_fired_time: 8.5505657196, output_fired_time: 6.4196486473, propagate_forward_time: 224.1620941162, propagate_backward_time: 349.2933044434, weight_update_time: 0.6448934078, other_time: 10.4189147949
epoch time: 48.2479629517s, input_fired_time: 1.0395908356, output_fired_time: 0.0000000000, propagate_forward_time: 45.3114242554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8969497681
validation[          , genome 18624] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       373.34866, best error:       354.55090 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 602.6249389648s, input_fired_time: 8.5985374451, output_fired_time: 6.4189872742, propagate_forward_time: 225.8370819092, propagate_backward_time: 351.5124206543, weight_update_time: 0.6396152377, other_time: 10.2579040527
epoch time: 47.3087310791s, input_fired_time: 1.0238088369, output_fired_time: 0.0000000000, propagate_forward_time: 44.4441337585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8407897949
validation[          , genome 18624] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       381.60321, best error:       354.55090 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 605.5285644531s, input_fired_time: 8.6183633804, output_fired_time: 6.5135025978, propagate_forward_time: 226.7157287598, propagate_backward_time: 353.3942871094, weight_update_time: 0.6410312057, other_time: 10.2867126465
epoch time: 48.4353713989s, input_fired_time: 1.0297198296, output_fired_time: 0.0000000000, propagate_forward_time: 45.5069198608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8987312317
validation[          , genome 18624] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       370.99420, best error:       354.55090 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 603.9467163086s, input_fired_time: 8.6183748245, output_fired_time: 6.4770374298, propagate_forward_time: 226.4267120361, propagate_backward_time: 352.0190429688, weight_update_time: 0.6391186714, other_time: 10.4055786133
epoch time: 48.1169738770s, input_fired_time: 1.0431835651, output_fired_time: 0.0000000000, propagate_forward_time: 45.2153091431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8584823608
validation[          , genome 18624] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       413.05121, best error:       354.55090 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 604.6630859375s, input_fired_time: 8.6061077118, output_fired_time: 6.4727873802, propagate_forward_time: 226.6623382568, propagate_backward_time: 352.4518127441, weight_update_time: 0.6479198337, other_time: 10.4700622559
epoch time: 48.0337409973s, input_fired_time: 1.0266079903, output_fired_time: 0.0000000000, propagate_forward_time: 45.1155014038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8916320801
validation[          , genome 18624] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       390.70920, best error:       354.55090 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 605.0996093750s, input_fired_time: 8.6463432312, output_fired_time: 6.4591317177, propagate_forward_time: 226.7051391602, propagate_backward_time: 352.8428649902, weight_update_time: 0.6507882476, other_time: 10.4461364746
epoch time: 47.3948478699s, input_fired_time: 1.0255248547, output_fired_time: 0.0000000000, propagate_forward_time: 44.4461174011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9232063293
validation[          , genome 18624] predictions:    9885/  10000 (98.85%), best:    9900/10000 (99.00%), error:       375.48621, best error:       354.55090 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 607.5053100586s, input_fired_time: 8.6756954193, output_fired_time: 6.4802598953, propagate_forward_time: 227.3049163818, propagate_backward_time: 354.5614013672, weight_update_time: 0.6494452357, other_time: 10.4829711914
epoch time: 48.5737380981s, input_fired_time: 1.0399039984, output_fired_time: 0.0000000000, propagate_forward_time: 45.6111793518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9226531982
validation[          , genome 18624] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       389.78421, best error:       354.55090 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 606.5584716797s, input_fired_time: 8.6851234436, output_fired_time: 6.5209803581, propagate_forward_time: 227.2016906738, propagate_backward_time: 353.7114868164, weight_update_time: 0.6526678801, other_time: 10.4391784668
epoch time: 48.5739936829s, input_fired_time: 1.0550258160, output_fired_time: 0.0000000000, propagate_forward_time: 45.5448646545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9741020203
validation[          , genome 18624] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       373.32950, best error:       354.55090 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 607.8540649414s, input_fired_time: 8.6871833801, output_fired_time: 6.5099997520, propagate_forward_time: 227.4441680908, propagate_backward_time: 354.8367004395, weight_update_time: 0.6462137699, other_time: 10.3760070801
epoch time: 48.4132957458s, input_fired_time: 1.0456629992, output_fired_time: 0.0000000000, propagate_forward_time: 45.5197410583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8478927612
validation[          , genome 18624] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       405.20557, best error:       354.55090 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 606.6156005859s, input_fired_time: 8.6641225815, output_fired_time: 6.5221700668, propagate_forward_time: 227.4002838135, propagate_backward_time: 353.3475952148, weight_update_time: 0.6491315961, other_time: 10.6814575195
epoch time: 48.4559326172s, input_fired_time: 1.0451307297, output_fired_time: 0.0000000000, propagate_forward_time: 45.5111312866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8996696472
validation[          , genome 18624] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       404.53568, best error:       354.55090 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 605.0258789062s, input_fired_time: 8.6549510956, output_fired_time: 6.4955692291, propagate_forward_time: 226.7802581787, propagate_backward_time: 352.7922973633, weight_update_time: 0.6407521963, other_time: 10.3027954102
epoch time: 48.3208465576s, input_fired_time: 1.0475877523, output_fired_time: 0.0000000000, propagate_forward_time: 45.3547935486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9184646606
validation[          , genome 18624] predictions:    9841/  10000 (98.41%), best:    9900/10000 (99.00%), error:       520.05707, best error:       354.55090 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 602.8539428711s, input_fired_time: 8.6319780350, output_fired_time: 6.4373178482, propagate_forward_time: 225.8419647217, propagate_backward_time: 351.5396423340, weight_update_time: 0.6486025453, other_time: 10.4030456543
epoch time: 48.2831649780s, input_fired_time: 1.0314708948, output_fired_time: 0.0000000000, propagate_forward_time: 45.3969802856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8547134399
validation[          , genome 18624] predictions:    9881/  10000 (98.81%), best:    9900/10000 (99.00%), error:       378.83136, best error:       354.55090 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 604.4793090820s, input_fired_time: 8.6142530441, output_fired_time: 6.4111714363, propagate_forward_time: 226.4643707275, propagate_backward_time: 352.6130676270, weight_update_time: 0.6419988871, other_time: 10.3764343262
epoch time: 48.2387275696s, input_fired_time: 1.0500034094, output_fired_time: 0.0000000000, propagate_forward_time: 45.3464393616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8422851562
validation[          , genome 18624] predictions:    9874/  10000 (98.74%), best:    9900/10000 (99.00%), error:       388.31244, best error:       354.55090 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 605.7841796875s, input_fired_time: 8.6651716232, output_fired_time: 6.4768500328, propagate_forward_time: 226.9480895996, propagate_backward_time: 353.1941223145, weight_update_time: 0.6475804448, other_time: 10.4999389648
epoch time: 48.2253608704s, input_fired_time: 1.0659892559, output_fired_time: 0.0000000000, propagate_forward_time: 45.2321777344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9271926880
validation[          , genome 18624] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       375.62976, best error:       354.55090 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 608.0547485352s, input_fired_time: 8.7034378052, output_fired_time: 6.4791221619, propagate_forward_time: 228.1118316650, propagate_backward_time: 354.3796081543, weight_update_time: 0.6450753212, other_time: 10.3807678223
epoch time: 47.7272415161s, input_fired_time: 1.0600475073, output_fired_time: 0.0000000000, propagate_forward_time: 44.6809959412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9861984253
validation[          , genome 18624] predictions:    9883/  10000 (98.83%), best:    9900/10000 (99.00%), error:       388.08347, best error:       354.55090 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 607.2047729492s, input_fired_time: 8.7233858109, output_fired_time: 6.5093135834, propagate_forward_time: 227.5537872314, propagate_backward_time: 353.9578552246, weight_update_time: 0.6418791413, other_time: 10.4604187012
epoch time: 48.3219146729s, input_fired_time: 1.0433975458, output_fired_time: 0.0000000000, propagate_forward_time: 45.3794326782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8990859985
validation[          , genome 18624] predictions:    9878/  10000 (98.78%), best:    9900/10000 (99.00%), error:       372.98569, best error:       354.55090 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 605.2528076172s, input_fired_time: 8.6687574387, output_fired_time: 6.4308543205, propagate_forward_time: 226.6308441162, propagate_backward_time: 353.1394958496, weight_update_time: 0.6404344440, other_time: 10.3828430176
epoch time: 48.3062858582s, input_fired_time: 1.0517103672, output_fired_time: 0.0000000000, propagate_forward_time: 45.3372993469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9172744751
validation[          , genome 18624] predictions:    9877/  10000 (98.77%), best:    9900/10000 (99.00%), error:       383.50211, best error:       354.55090 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 602.9421997070s, input_fired_time: 8.6439027786, output_fired_time: 6.4223718643, propagate_forward_time: 226.2451629639, propagate_backward_time: 351.2609558105, weight_update_time: 0.6452722549, other_time: 10.3697814941
epoch time: 48.2493362427s, input_fired_time: 1.0420944691, output_fired_time: 0.0000000000, propagate_forward_time: 45.3493957520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8578453064
validation[          , genome 18624] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       359.91580, best error:       354.55090 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 594.4932861328s, input_fired_time: 8.5620861053, output_fired_time: 6.3908543587, propagate_forward_time: 222.7815704346, propagate_backward_time: 346.5208129883, weight_update_time: 0.6402821541, other_time: 10.2379760742
epoch time: 48.2397651672s, input_fired_time: 1.0483596325, output_fired_time: 0.0000000000, propagate_forward_time: 45.2777595520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9136466980
validation[          , genome 18624] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       367.94098, best error:       354.55090 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 600.8843994141s, input_fired_time: 8.6391258240, output_fired_time: 6.4717893600, propagate_forward_time: 224.8693847656, propagate_backward_time: 350.5203857422, weight_update_time: 0.6438715458, other_time: 10.3837280273
epoch time: 47.4755439758s, input_fired_time: 1.0497922897, output_fired_time: 0.0000000000, propagate_forward_time: 44.5421104431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8836402893
validation[          , genome 18624] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       357.72876, best error:       354.55090 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 596.2726440430s, input_fired_time: 8.5898361206, output_fired_time: 6.4044423103, propagate_forward_time: 223.3720855713, propagate_backward_time: 347.6810607910, weight_update_time: 0.6376481056, other_time: 10.2252502441
epoch time: 46.0375480652s, input_fired_time: 1.0326148272, output_fired_time: 0.0000000000, propagate_forward_time: 43.0907897949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9141426086
validation[          , genome 18624] predictions:    9869/  10000 (98.69%), best:    9900/10000 (99.00%), error:       450.98447, best error:       354.55090 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 597.8778686523s, input_fired_time: 8.5866804123, output_fired_time: 6.4036450386, propagate_forward_time: 223.8636169434, propagate_backward_time: 348.7001647949, weight_update_time: 0.6420649290, other_time: 10.3237915039
epoch time: 48.1178741455s, input_fired_time: 1.0432469845, output_fired_time: 0.0000000000, propagate_forward_time: 45.2348670959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8397598267
validation[          , genome 18624] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       385.15027, best error:       354.55090 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 591.7184448242s, input_fired_time: 8.5541257858, output_fired_time: 6.3118214607, propagate_forward_time: 221.5626220703, propagate_backward_time: 344.9820556641, weight_update_time: 0.6357300878, other_time: 10.3078002930
epoch time: 47.9346427917s, input_fired_time: 1.0436488390, output_fired_time: 0.0000000000, propagate_forward_time: 44.9597740173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9312210083
validation[          , genome 18624] predictions:    9877/  10000 (98.77%), best:    9900/10000 (99.00%), error:       390.05872, best error:       354.55090 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 597.1367797852s, input_fired_time: 8.6221179962, output_fired_time: 6.3846349716, propagate_forward_time: 224.1073913574, propagate_backward_time: 347.7144775391, weight_update_time: 0.6406981945, other_time: 10.3081359863
epoch time: 48.3999099731s, input_fired_time: 1.0574992895, output_fired_time: 0.0000000000, propagate_forward_time: 45.3944625854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9479484558
validation[          , genome 18624] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       365.82034, best error:       354.55090 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 598.2545776367s, input_fired_time: 8.6154775620, output_fired_time: 6.3791666031, propagate_forward_time: 224.2109069824, propagate_backward_time: 348.6710510254, weight_update_time: 0.6442179084, other_time: 10.3779907227
epoch time: 46.6918411255s, input_fired_time: 1.0329488516, output_fired_time: 0.0000000000, propagate_forward_time: 43.7760696411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8828239441
validation[          , genome 18624] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       368.03665, best error:       354.55090 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 602.7045288086s, input_fired_time: 8.6607704163, output_fired_time: 6.4394092560, propagate_forward_time: 226.0825653076, propagate_backward_time: 351.2836914062, weight_update_time: 0.6356982589, other_time: 10.2380981445
epoch time: 48.1116981506s, input_fired_time: 1.0476782322, output_fired_time: 0.0000000000, propagate_forward_time: 45.2244338989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8395843506
validation[          , genome 18624] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       370.24118, best error:       354.55090 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 599.2266845703s, input_fired_time: 8.6229743958, output_fired_time: 6.4039311409, propagate_forward_time: 224.0274047852, propagate_backward_time: 349.8016357422, weight_update_time: 0.6433928013, other_time: 10.3707275391
epoch time: 48.4471893311s, input_fired_time: 1.0706744194, output_fired_time: 0.0000000000, propagate_forward_time: 45.4180526733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9584617615
validation[          , genome 18624] predictions:    9877/  10000 (98.77%), best:    9900/10000 (99.00%), error:       395.45477, best error:       354.55090 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 594.3892211914s, input_fired_time: 8.6105432510, output_fired_time: 6.4294066429, propagate_forward_time: 222.4079742432, propagate_backward_time: 346.6540222168, weight_update_time: 0.6358443499, other_time: 10.2873229980
epoch time: 46.3924636841s, input_fired_time: 1.0333961248, output_fired_time: 0.0000000000, propagate_forward_time: 43.4757041931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8833618164
validation[          , genome 18624] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       356.49789, best error:       354.55090 on epoch:    70, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 237.8521118164s, input_fired_time: 5.1726403236, output_fired_time: 0.0000000000, propagate_forward_time: 223.1782836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.5011901855
best training[          , genome 18624] predictions:   49984/  50000 (99.97%), best:    9900/10000 (99.00%), error:       262.98523, best error:       354.55090 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 48.1387405396s, input_fired_time: 1.0264111757, output_fired_time: 0.0000000000, propagate_forward_time: 45.2204551697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8918724060
   testing[          , genome 18624] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       312.28278, best error:       354.55090 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:26:05 (28702): called boinc_finish(0)

</stderr_txt>
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