Nameexact_genome_1512735002_44_25217_2
Workunit2697385
Created21 Dec 2017, 0:32:53 UTC
Sent21 Dec 2017, 0:45:06 UTC
Report deadline19 Feb 2018, 10:12:42 UTC
Received22 Dec 2017, 9:43:10 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 2 hours 59 min 51 sec
CPU time1 days 0 hours 31 min 11 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS3.75 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size181.80 MB
Peak swap size184.89 MB
Peak disk usage7.40 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
7310277820, other_time: 10.4792785645
epoch time: 64.8271560669s, input_fired_time: 1.3471771479, output_fired_time: 0.0000000000, propagate_forward_time: 61.5844383240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8955421448
validation[          , genome 25217] predictions:    9863/  10000 (98.63%), best:    9864/10000 (98.64%), error:       418.59100, best error:       417.71835 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 824.1114501953s, input_fired_time: 10.8790369034, output_fired_time: 10.0712118149, propagate_forward_time: 306.6672058105, propagate_backward_time: 486.1453247070, weight_update_time: 0.7194465995, other_time: 10.3486633301
epoch time: 62.7250595093s, input_fired_time: 1.3173799515, output_fired_time: 0.0000000000, propagate_forward_time: 59.5484390259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8592414856
validation[          , genome 25217] predictions:    9837/  10000 (98.37%), best:    9864/10000 (98.64%), error:       503.82565, best error:       417.71835 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 779.3291625977s, input_fired_time: 10.5125474930, output_fired_time: 9.5247364044, propagate_forward_time: 288.3967285156, propagate_backward_time: 460.8331298828, weight_update_time: 0.6945619583, other_time: 10.0620117188
epoch time: 59.5674400330s, input_fired_time: 1.2707368135, output_fired_time: 0.0000000000, propagate_forward_time: 56.5006370544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7960662842
validation[          , genome 25217] predictions:    9836/  10000 (98.36%), best:    9864/10000 (98.64%), error:       512.11090, best error:       417.71835 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 785.7609863281s, input_fired_time: 10.5433444977, output_fired_time: 9.6793384552, propagate_forward_time: 289.6068115234, propagate_backward_time: 465.8566894531, weight_update_time: 0.6933383942, other_time: 10.0748291016
epoch time: 61.7366180420s, input_fired_time: 1.3019052744, output_fired_time: 0.0000000000, propagate_forward_time: 58.5738525391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8608589172
validation[          , genome 25217] predictions:    9796/  10000 (97.96%), best:    9864/10000 (98.64%), error:       586.90112, best error:       417.71835 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 772.8947143555s, input_fired_time: 10.4548921585, output_fired_time: 9.4769058228, propagate_forward_time: 285.4242553711, propagate_backward_time: 457.5471496582, weight_update_time: 0.6875521541, other_time: 9.9914855957
epoch time: 62.8558616638s, input_fired_time: 1.3154137135, output_fired_time: 0.0000000000, propagate_forward_time: 59.7030868530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8373603821
validation[          , genome 25217] predictions:    9844/  10000 (98.44%), best:    9864/10000 (98.64%), error:       486.74966, best error:       417.71835 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 871.9065551758s, input_fired_time: 11.3047151566, output_fired_time: 10.7079372406, propagate_forward_time: 326.0021667480, propagate_backward_time: 513.1381225586, weight_update_time: 0.7331637740, other_time: 10.7536010742
epoch time: 74.8155822754s, input_fired_time: 1.5350639820, output_fired_time: 0.0000000000, propagate_forward_time: 71.2578887939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0226287842
validation[          , genome 25217] predictions:    9844/  10000 (98.44%), best:    9864/10000 (98.64%), error:       480.95947, best error:       417.71835 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1033.5362548828s, input_fired_time: 13.6233587265, output_fired_time: 12.4207878113, propagate_forward_time: 387.5780944824, propagate_backward_time: 607.2650146484, weight_update_time: 0.9218652248, other_time: 12.6490478516
epoch time: 85.2592239380s, input_fired_time: 1.7407860756, output_fired_time: 0.0000000000, propagate_forward_time: 81.0797958374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4386444092
validation[          , genome 25217] predictions:    9857/  10000 (98.57%), best:    9864/10000 (98.64%), error:       437.29483, best error:       417.71835 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1075.8859863281s, input_fired_time: 13.9434976578, output_fired_time: 13.0795812607, propagate_forward_time: 404.6127319336, propagate_backward_time: 630.8850708008, weight_update_time: 1.0767736435, other_time: 13.3651123047
epoch time: 78.4993972778s, input_fired_time: 1.6907285452, output_fired_time: 0.0000000000, propagate_forward_time: 74.6007461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2079238892
validation[          , genome 25217] predictions:    9847/  10000 (98.47%), best:    9864/10000 (98.64%), error:       507.46500, best error:       417.71835 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 924.9534301758s, input_fired_time: 11.8873338699, output_fired_time: 11.2026844025, propagate_forward_time: 346.3031921387, propagate_backward_time: 544.1535644531, weight_update_time: 0.7926740646, other_time: 11.4066162109
epoch time: 71.9327545166s, input_fired_time: 1.5540393591, output_fired_time: 0.0000000000, propagate_forward_time: 68.3868179321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9918975830
validation[          , genome 25217] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       400.62137, best error:       400.62137 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 904.8765869141s, input_fired_time: 11.8580636978, output_fired_time: 10.9130983353, propagate_forward_time: 339.2015380859, propagate_backward_time: 531.8983154297, weight_update_time: 0.7470776439, other_time: 11.0055541992
epoch time: 69.6169891357s, input_fired_time: 1.4164730310, output_fired_time: 0.0000000000, propagate_forward_time: 66.2126159668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9878997803
validation[          , genome 25217] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       388.21988, best error:       388.21988 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 920.9729614258s, input_fired_time: 12.0420932770, output_fired_time: 11.3031692505, propagate_forward_time: 344.9825439453, propagate_backward_time: 541.2459716797, weight_update_time: 0.7628938556, other_time: 11.3991699219
epoch time: 78.1462249756s, input_fired_time: 1.5116857290, output_fired_time: 0.0000000000, propagate_forward_time: 74.2987899780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3357467651
validation[          , genome 25217] predictions:    9847/  10000 (98.47%), best:    9877/10000 (98.77%), error:       451.04413, best error:       388.21988 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1082.6563720703s, input_fired_time: 14.2205953598, output_fired_time: 12.7914762497, propagate_forward_time: 407.0591125488, propagate_backward_time: 635.5372924805, weight_update_time: 0.8395807147, other_time: 13.0479125977
epoch time: 99.3407135010s, input_fired_time: 2.1372852325, output_fired_time: 0.0000000000, propagate_forward_time: 94.3584899902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8449401855
validation[          , genome 25217] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       359.83841, best error:       359.83841 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1369.7180175781s, input_fired_time: 18.6929855347, output_fired_time: 16.4116001129, propagate_forward_time: 512.5488891602, propagate_backward_time: 805.3816528320, weight_update_time: 1.1689380407, other_time: 16.6828613281
epoch time: 122.5931396484s, input_fired_time: 2.6224379539, output_fired_time: 0.0000000000, propagate_forward_time: 116.5330200195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4376831055
validation[          , genome 25217] predictions:    9873/  10000 (98.73%), best:    9885/10000 (98.85%), error:       395.42407, best error:       359.83841 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1704.5913085938s, input_fired_time: 22.6044292450, output_fired_time: 20.4986228943, propagate_forward_time: 640.5223999023, propagate_backward_time: 1001.1687011719, weight_update_time: 1.6456993818, other_time: 19.7971801758
epoch time: 107.2090988159s, input_fired_time: 2.1058609486, output_fired_time: 0.0000000000, propagate_forward_time: 101.9865798950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1166610718
validation[          , genome 25217] predictions:    9861/  10000 (98.61%), best:    9885/10000 (98.85%), error:       428.60635, best error:       359.83841 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1245.8365478516s, input_fired_time: 16.6017742157, output_fired_time: 15.1393308640, propagate_forward_time: 467.4102172852, propagate_backward_time: 731.3477783203, weight_update_time: 0.9498431683, other_time: 15.3374633789
epoch time: 107.8372879028s, input_fired_time: 2.2268724442, output_fired_time: 0.0000000000, propagate_forward_time: 102.5410079956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0694046021
validation[          , genome 25217] predictions:    9846/  10000 (98.46%), best:    9885/10000 (98.85%), error:       462.06198, best error:       359.83841 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1089.5483398438s, input_fired_time: 14.0485620499, output_fired_time: 13.2980976105, propagate_forward_time: 409.5397949219, propagate_backward_time: 639.4503173828, weight_update_time: 1.0327781439, other_time: 13.2115478516
epoch time: 75.8993377686s, input_fired_time: 1.4988976717, output_fired_time: 0.0000000000, propagate_forward_time: 72.2749557495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1254806519
validation[          , genome 25217] predictions:    9866/  10000 (98.66%), best:    9885/10000 (98.85%), error:       393.57193, best error:       359.83841 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 955.1927490234s, input_fired_time: 12.3106250763, output_fired_time: 11.5376863480, propagate_forward_time: 357.6268920898, propagate_backward_time: 562.1005249023, weight_update_time: 0.8433532119, other_time: 11.6170654297
epoch time: 81.1888885498s, input_fired_time: 1.7561013699, output_fired_time: 0.0000000000, propagate_forward_time: 77.0699310303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3628540039
validation[          , genome 25217] predictions:    9838/  10000 (98.38%), best:    9885/10000 (98.85%), error:       490.10590, best error:       359.83841 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 936.8128662109s, input_fired_time: 12.1750802994, output_fired_time: 11.2393112183, propagate_forward_time: 351.2600708008, propagate_backward_time: 550.6888427734, weight_update_time: 0.7952449918, other_time: 11.4495239258
epoch time: 79.1517028809s, input_fired_time: 1.7088732719, output_fired_time: 0.0000000000, propagate_forward_time: 75.2240447998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2187881470
validation[          , genome 25217] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       381.68420, best error:       359.83841 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 964.8903198242s, input_fired_time: 12.7801313400, output_fired_time: 12.1767940521, propagate_forward_time: 361.5432128906, propagate_backward_time: 566.4959716797, weight_update_time: 0.7977237701, other_time: 11.8941650391
epoch time: 71.7936325073s, input_fired_time: 1.5147023201, output_fired_time: 0.0000000000, propagate_forward_time: 68.2700119019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0089187622
validation[          , genome 25217] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       424.24359, best error:       359.83841 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1027.2996826172s, input_fired_time: 13.4435577393, output_fired_time: 12.7732744217, propagate_forward_time: 384.8089294434, propagate_backward_time: 603.5704956055, weight_update_time: 0.8990334272, other_time: 12.7034301758
epoch time: 87.0623168945s, input_fired_time: 2.1907627583, output_fired_time: 0.0000000000, propagate_forward_time: 82.6081466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2634048462
validation[          , genome 25217] predictions:    9856/  10000 (98.56%), best:    9885/10000 (98.85%), error:       424.35764, best error:       359.83841 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1098.8278808594s, input_fired_time: 14.2941274643, output_fired_time: 13.6163702011, propagate_forward_time: 411.7151184082, propagate_backward_time: 645.8814697266, weight_update_time: 0.8580976725, other_time: 13.3209228516
epoch time: 93.5935974121s, input_fired_time: 1.7883362770, output_fired_time: 0.0000000000, propagate_forward_time: 89.1737060547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6315536499
validation[          , genome 25217] predictions:    9873/  10000 (98.73%), best:    9885/10000 (98.85%), error:       382.65625, best error:       359.83841 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1091.4293212891s, input_fired_time: 14.2694988251, output_fired_time: 13.4989519119, propagate_forward_time: 408.4729614258, propagate_backward_time: 641.4112548828, weight_update_time: 0.9509862661, other_time: 13.7766723633
epoch time: 90.5186004639s, input_fired_time: 1.9505246878, output_fired_time: 0.0000000000, propagate_forward_time: 86.0367202759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5313568115
validation[          , genome 25217] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       348.14706, best error:       348.14706 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1045.7728271484s, input_fired_time: 13.6582622528, output_fired_time: 12.4791526794, propagate_forward_time: 391.1777343750, propagate_backward_time: 615.7756347656, weight_update_time: 0.9042467475, other_time: 12.6821289063
epoch time: 80.7881393433s, input_fired_time: 1.7312175035, output_fired_time: 0.0000000000, propagate_forward_time: 76.6996002197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3573226929
validation[          , genome 25217] predictions:    9868/  10000 (98.68%), best:    9894/10000 (98.94%), error:       386.62378, best error:       348.14706 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 978.5848388672s, input_fired_time: 12.6972131729, output_fired_time: 11.9756317139, propagate_forward_time: 366.4102478027, propagate_backward_time: 575.6022949219, weight_update_time: 0.7945781350, other_time: 11.8994140625
epoch time: 73.0726699829s, input_fired_time: 1.4899115562, output_fired_time: 0.0000000000, propagate_forward_time: 69.5506896973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0320663452
validation[          , genome 25217] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       413.32574, best error:       348.14706 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 917.0595092773s, input_fired_time: 11.8696222305, output_fired_time: 11.2599592209, propagate_forward_time: 343.9900512695, propagate_backward_time: 538.4262695313, weight_update_time: 0.7800935507, other_time: 11.5136108398
epoch time: 72.6026458740s, input_fired_time: 1.4742587805, output_fired_time: 0.0000000000, propagate_forward_time: 69.1277694702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0006179810
validation[          , genome 25217] predictions:    9845/  10000 (98.45%), best:    9894/10000 (98.94%), error:       446.20911, best error:       348.14706 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 973.4755859375s, input_fired_time: 12.5966892242, output_fired_time: 11.6597385406, propagate_forward_time: 364.3877563477, propagate_backward_time: 572.7972412109, weight_update_time: 0.7948933244, other_time: 12.0341796875
epoch time: 85.6088333130s, input_fired_time: 2.0276865959, output_fired_time: 0.0000000000, propagate_forward_time: 81.2966232300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2845230103
validation[          , genome 25217] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       344.39691, best error:       344.39691 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1045.5136718750s, input_fired_time: 13.8677129745, output_fired_time: 12.6127452850, propagate_forward_time: 390.7754516602, propagate_backward_time: 615.1758422852, weight_update_time: 0.9475555420, other_time: 13.0819702148
epoch time: 80.4046478271s, input_fired_time: 1.5541096926, output_fired_time: 0.0000000000, propagate_forward_time: 76.4686203003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3819198608
validation[          , genome 25217] predictions:    9870/  10000 (98.70%), best:    9894/10000 (98.94%), error:       370.47830, best error:       344.39691 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1013.7272949219s, input_fired_time: 13.2290182114, output_fired_time: 12.5294723511, propagate_forward_time: 380.5258178711, propagate_backward_time: 595.0744628906, weight_update_time: 0.8280634284, other_time: 12.3685302734
epoch time: 80.6181411743s, input_fired_time: 1.6206384897, output_fired_time: 0.0000000000, propagate_forward_time: 76.7003097534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2971954346
validation[          , genome 25217] predictions:    9888/  10000 (98.88%), best:    9894/10000 (98.94%), error:       363.75885, best error:       344.39691 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 992.8538208008s, input_fired_time: 12.8982057571, output_fired_time: 12.1302022934, propagate_forward_time: 371.9385070801, propagate_backward_time: 583.9006958008, weight_update_time: 0.7956706285, other_time: 11.9862670898
epoch time: 76.2910385132s, input_fired_time: 1.6340144873, output_fired_time: 0.0000000000, propagate_forward_time: 72.5067291260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1502914429
validation[          , genome 25217] predictions:    9860/  10000 (98.60%), best:    9894/10000 (98.94%), error:       443.05881, best error:       344.39691 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 994.0597534180s, input_fired_time: 12.8191490173, output_fired_time: 12.1142044067, propagate_forward_time: 372.4632568359, propagate_backward_time: 584.4899291992, weight_update_time: 0.8099440932, other_time: 12.1732177734
epoch time: 71.7334899902s, input_fired_time: 1.4633337259, output_fired_time: 0.0000000000, propagate_forward_time: 68.2209014893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0492553711
validation[          , genome 25217] predictions:    9863/  10000 (98.63%), best:    9894/10000 (98.94%), error:       383.89828, best error:       344.39691 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 910.9300537109s, input_fired_time: 11.8500661850, output_fired_time: 11.0521583557, propagate_forward_time: 342.0147705078, propagate_backward_time: 534.6721191406, weight_update_time: 0.8105637431, other_time: 11.3409423828
epoch time: 72.7573165894s, input_fired_time: 1.5305351019, output_fired_time: 0.0000000000, propagate_forward_time: 69.1959991455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0307846069
validation[          , genome 25217] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       369.22495, best error:       344.39691 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 893.0149536133s, input_fired_time: 11.8428268433, output_fired_time: 11.0513811111, propagate_forward_time: 334.0145874023, propagate_backward_time: 525.0225830078, weight_update_time: 0.7546871901, other_time: 11.0835571289
epoch time: 69.0914764404s, input_fired_time: 1.4408166409, output_fired_time: 0.0000000000, propagate_forward_time: 65.6960296631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9546279907
validation[          , genome 25217] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       430.84192, best error:       344.39691 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 887.5148925781s, input_fired_time: 11.6224527359, output_fired_time: 10.7563762665, propagate_forward_time: 332.8527832031, propagate_backward_time: 521.4445800781, weight_update_time: 0.7622802854, other_time: 10.8387451172
epoch time: 70.0480346680s, input_fired_time: 1.4674363136, output_fired_time: 0.0000000000, propagate_forward_time: 66.6371459961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9434509277
validation[          , genome 25217] predictions:    9865/  10000 (98.65%), best:    9894/10000 (98.94%), error:       439.60159, best error:       344.39691 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 883.6723632813s, input_fired_time: 11.6368045807, output_fired_time: 10.7602729797, propagate_forward_time: 330.9414672852, propagate_backward_time: 519.6116333008, weight_update_time: 0.7465802431, other_time: 10.7222290039
epoch time: 72.6790542603s, input_fired_time: 1.5494754314, output_fired_time: 0.0000000000, propagate_forward_time: 69.0314331055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0981445313
validation[          , genome 25217] predictions:    9885/  10000 (98.85%), best:    9894/10000 (98.94%), error:       359.53589, best error:       344.39691 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 886.0656127930s, input_fired_time: 11.5799503326, output_fired_time: 10.7566957474, propagate_forward_time: 331.7831420898, propagate_backward_time: 521.1691894531, weight_update_time: 0.7486481667, other_time: 10.7766113281
epoch time: 69.9272003174s, input_fired_time: 1.4810752869, output_fired_time: 0.0000000000, propagate_forward_time: 66.4740447998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9720764160
validation[          , genome 25217] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       315.95374, best error:       315.95374 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 886.8226928711s, input_fired_time: 11.5431518555, output_fired_time: 10.7767210007, propagate_forward_time: 332.4240112305, propagate_backward_time: 521.2348022461, weight_update_time: 0.7649120092, other_time: 10.8439941406
epoch time: 69.3449707031s, input_fired_time: 1.4348579645, output_fired_time: 0.0000000000, propagate_forward_time: 65.9726867676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9374237061
validation[          , genome 25217] predictions:    9892/  10000 (98.92%), best:    9894/10000 (98.94%), error:       335.34000, best error:       315.95374 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 883.3641357422s, input_fired_time: 11.5170707703, output_fired_time: 10.6595172882, propagate_forward_time: 331.1035156250, propagate_backward_time: 519.2091674805, weight_update_time: 0.7793758512, other_time: 10.8748168945
epoch time: 69.6722412109s, input_fired_time: 1.4390543699, output_fired_time: 0.0000000000, propagate_forward_time: 66.2436752319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9895095825
validation[          , genome 25217] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       314.21255, best error:       314.21255 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 884.8665771484s, input_fired_time: 11.5470438004, output_fired_time: 10.7603464127, propagate_forward_time: 331.6291809082, propagate_backward_time: 520.0924682617, weight_update_time: 0.7895165086, other_time: 10.8374633789
epoch time: 69.9546127319s, input_fired_time: 1.4679342508, output_fired_time: 0.0000000000, propagate_forward_time: 66.5118560791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9748229980
validation[          , genome 25217] predictions:    9893/  10000 (98.93%), best:    9899/10000 (98.99%), error:       329.18683, best error:       314.21255 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 901.4321899414s, input_fired_time: 11.7738494873, output_fired_time: 10.8047122955, propagate_forward_time: 338.2599792480, propagate_backward_time: 529.6613769531, weight_update_time: 0.7485817671, other_time: 10.9322509766
epoch time: 69.4947586060s, input_fired_time: 1.4561947584, output_fired_time: 0.0000000000, propagate_forward_time: 66.0957717896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9427947998
validation[          , genome 25217] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       324.53683, best error:       314.21255 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 892.5878906250s, input_fired_time: 11.6059751511, output_fired_time: 10.8893003464, propagate_forward_time: 334.4498901367, propagate_backward_time: 524.7323608398, weight_update_time: 0.8026103973, other_time: 10.9104003906
epoch time: 70.7497634888s, input_fired_time: 1.5077633858, output_fired_time: 0.0000000000, propagate_forward_time: 67.2769775391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9650192261
validation[          , genome 25217] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       347.70410, best error:       314.21255 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 892.0202026367s, input_fired_time: 11.7455043793, output_fired_time: 10.7984514236, propagate_forward_time: 334.0940551758, propagate_backward_time: 524.5355224609, weight_update_time: 0.7802945375, other_time: 10.8466796875
epoch time: 70.0551910400s, input_fired_time: 1.4623625278, output_fired_time: 0.0000000000, propagate_forward_time: 66.5732040405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0196228027
validation[          , genome 25217] predictions:    9878/  10000 (98.78%), best:    9899/10000 (98.99%), error:       345.47513, best error:       314.21255 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 893.2147216797s, input_fired_time: 11.6023616791, output_fired_time: 10.7954349518, propagate_forward_time: 334.6756286621, propagate_backward_time: 525.2645263672, weight_update_time: 0.7490891814, other_time: 10.8768310547
epoch time: 70.2238922119s, input_fired_time: 1.4428325891, output_fired_time: 0.0000000000, propagate_forward_time: 66.7714157104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0096435547
validation[          , genome 25217] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       308.89313, best error:       308.89313 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 894.8843383789s, input_fired_time: 11.7146196365, output_fired_time: 10.9253349304, propagate_forward_time: 335.0019531250, propagate_backward_time: 526.3624877930, weight_update_time: 0.7651749849, other_time: 10.8799438477
epoch time: 76.0853042603s, input_fired_time: 1.5469952822, output_fired_time: 0.0000000000, propagate_forward_time: 72.2770690918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2612380981
validation[          , genome 25217] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       317.65765, best error:       308.89313 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 900.3673095703s, input_fired_time: 11.8002061844, output_fired_time: 10.8104267120, propagate_forward_time: 337.5514831543, propagate_backward_time: 529.1528930664, weight_update_time: 0.7730048895, other_time: 11.0523071289
epoch time: 70.3636093140s, input_fired_time: 1.4565618038, output_fired_time: 0.0000000000, propagate_forward_time: 66.9445724487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9624786377
validation[          , genome 25217] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       332.07599, best error:       308.89313 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 882.8691406250s, input_fired_time: 11.7218456268, output_fired_time: 10.7537870407, propagate_forward_time: 330.8445129395, propagate_backward_time: 518.7228393555, weight_update_time: 0.7489252687, other_time: 10.8261108398
epoch time: 69.2637786865s, input_fired_time: 1.4441260099, output_fired_time: 0.0000000000, propagate_forward_time: 65.8828811646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9367752075
validation[          , genome 25217] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       341.70383, best error:       308.89313 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 882.0973510742s, input_fired_time: 11.6346998215, output_fired_time: 10.7691783905, propagate_forward_time: 330.2579040527, propagate_backward_time: 518.6459350586, weight_update_time: 0.7647744417, other_time: 10.7896118164
epoch time: 68.9907684326s, input_fired_time: 1.4546030760, output_fired_time: 0.0000000000, propagate_forward_time: 65.5893478394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9468154907
validation[          , genome 25217] predictions:    9848/  10000 (98.48%), best:    9896/10000 (98.96%), error:       426.98108, best error:       308.89313 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 915.9730224609s, input_fired_time: 12.1292190552, output_fired_time: 11.1944637299, propagate_forward_time: 343.5625000000, propagate_backward_time: 537.7548217773, weight_update_time: 0.7966042757, other_time: 11.3320312500
epoch time: 77.5469665527s, input_fired_time: 1.6060649157, output_fired_time: 0.0000000000, propagate_forward_time: 73.7328872681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2080154419
validation[          , genome 25217] predictions:    9868/  10000 (98.68%), best:    9896/10000 (98.96%), error:       395.05203, best error:       308.89313 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 952.5700073242s, input_fired_time: 12.5307416916, output_fired_time: 11.6779394150, propagate_forward_time: 356.4463806152, propagate_backward_time: 560.1316528320, weight_update_time: 0.8616722226, other_time: 11.7832641602
epoch time: 79.2364273071s, input_fired_time: 1.6305719614, output_fired_time: 0.0000000000, propagate_forward_time: 75.3684921265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2373657227
validation[          , genome 25217] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       298.49438, best error:       298.49438 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1028.4874267578s, input_fired_time: 13.7870111465, output_fired_time: 12.5773916245, propagate_forward_time: 384.8161315918, propagate_backward_time: 604.8569946289, weight_update_time: 0.8897710443, other_time: 12.4498901367
epoch time: 92.6860198975s, input_fired_time: 1.7885788679, output_fired_time: 0.0000000000, propagate_forward_time: 88.0194625854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8779754639
validation[          , genome 25217] predictions:    9889/  10000 (98.89%), best:    9905/10000 (99.05%), error:       361.38959, best error:       298.49438 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1158.3974609375s, input_fired_time: 15.2522554398, output_fired_time: 13.8133077621, propagate_forward_time: 431.9510498047, propagate_backward_time: 683.2335815430, weight_update_time: 0.9827036262, other_time: 14.1472778320
epoch time: 93.4793548584s, input_fired_time: 2.0652956963, output_fired_time: 0.0000000000, propagate_forward_time: 88.6137466431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8003158569
validation[          , genome 25217] predictions:    9875/  10000 (98.75%), best:    9905/10000 (99.05%), error:       375.30905, best error:       298.49438 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1142.6761474609s, input_fired_time: 15.3310365677, output_fired_time: 13.8416204453, propagate_forward_time: 428.2378540039, propagate_backward_time: 670.8355712891, weight_update_time: 1.0280859470, other_time: 14.4299926758
epoch time: 93.6660766602s, input_fired_time: 2.1176087856, output_fired_time: 0.0000000000, propagate_forward_time: 88.9278945923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6205749512
validation[          , genome 25217] predictions:    9901/  10000 (99.01%), best:    9905/10000 (99.05%), error:       313.21115, best error:       298.49438 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1118.8194580078s, input_fired_time: 14.6183252335, output_fired_time: 13.8013505936, propagate_forward_time: 419.8218078613, propagate_backward_time: 656.8493041992, weight_update_time: 1.0779346228, other_time: 13.7286987305
epoch time: 107.0121994019s, input_fired_time: 2.0207207203, output_fired_time: 0.0000000000, propagate_forward_time: 101.6524200439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3390579224
validation[          , genome 25217] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       323.79034, best error:       298.49438 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1269.8813476563s, input_fired_time: 16.6317481995, output_fired_time: 15.2378768921, propagate_forward_time: 476.4847106934, propagate_backward_time: 745.9885253906, weight_update_time: 1.0809568167, other_time: 15.5384521484
epoch time: 103.4318847656s, input_fired_time: 2.2914826870, output_fired_time: 0.0000000000, propagate_forward_time: 98.2390899658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9013137817
validation[          , genome 25217] predictions:    9899/  10000 (98.99%), best:    9905/10000 (99.05%), error:       306.78320, best error:       298.49438 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1152.5955810547s, input_fired_time: 15.1493606567, output_fired_time: 14.4931488037, propagate_forward_time: 431.8030090332, propagate_backward_time: 677.2904663086, weight_update_time: 1.0203200579, other_time: 13.8595581055
epoch time: 79.6635894775s, input_fired_time: 1.7766435146, output_fired_time: 0.0000000000, propagate_forward_time: 75.4567947388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4301528931
validation[          , genome 25217] predictions:    9887/  10000 (98.87%), best:    9905/10000 (99.05%), error:       343.52286, best error:       298.49438 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1043.0994873047s, input_fired_time: 14.1697835922, output_fired_time: 12.5375604630, propagate_forward_time: 391.3085021973, propagate_backward_time: 612.1914062500, weight_update_time: 0.9910858870, other_time: 12.8922119141
epoch time: 81.7955551147s, input_fired_time: 1.5717821121, output_fired_time: 0.0000000000, propagate_forward_time: 77.9973068237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2264633179
validation[          , genome 25217] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       315.82285, best error:       298.49438 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1045.9122314453s, input_fired_time: 13.9155311584, output_fired_time: 12.3400030136, propagate_forward_time: 394.3313293457, propagate_backward_time: 612.3984375000, weight_update_time: 0.8908700347, other_time: 12.9268798828
epoch time: 78.6505432129s, input_fired_time: 1.6333428621, output_fired_time: 0.0000000000, propagate_forward_time: 74.6985473633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3186492920
validation[          , genome 25217] predictions:    9902/  10000 (99.02%), best:    9905/10000 (99.05%), error:       300.87122, best error:       298.49438 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 975.6291503906s, input_fired_time: 12.8629531860, output_fired_time: 12.0700788498, propagate_forward_time: 365.9875793457, propagate_backward_time: 572.5707397461, weight_update_time: 0.8741397858, other_time: 12.1377563477
epoch time: 77.3476791382s, input_fired_time: 1.6738797426, output_fired_time: 0.0000000000, propagate_forward_time: 73.4556274414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2181701660
validation[          , genome 25217] predictions:    9903/  10000 (99.03%), best:    9905/10000 (99.05%), error:       317.12772, best error:       298.49438 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1054.7735595703s, input_fired_time: 13.9057445526, output_fired_time: 12.9680595398, propagate_forward_time: 396.7839660645, propagate_backward_time: 618.4481201172, weight_update_time: 0.9993516207, other_time: 12.6677246094
epoch time: 73.5469284058s, input_fired_time: 1.5366086960, output_fired_time: 0.0000000000, propagate_forward_time: 69.9629898071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0473327637
validation[          , genome 25217] predictions:    9895/  10000 (98.95%), best:    9905/10000 (99.05%), error:       322.49942, best error:       298.49438 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 924.4064331055s, input_fired_time: 12.1855268478, output_fired_time: 11.1810522079, propagate_forward_time: 346.9041137695, propagate_backward_time: 542.9581909180, weight_update_time: 0.7798348069, other_time: 11.1775512695
epoch time: 71.9216690063s, input_fired_time: 1.5401802063, output_fired_time: 0.0000000000, propagate_forward_time: 68.3620910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0193939209
validation[          , genome 25217] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       294.55505, best error:       294.55505 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 906.0181884766s, input_fired_time: 11.9830617905, output_fired_time: 11.0396661758, propagate_forward_time: 339.1170349121, propagate_backward_time: 532.7664184570, weight_update_time: 0.7649347782, other_time: 11.1119995117
epoch time: 71.6680145264s, input_fired_time: 1.5013481379, output_fired_time: 0.0000000000, propagate_forward_time: 68.1883468628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9783172607
validation[          , genome 25217] predictions:    9902/  10000 (99.02%), best:    9904/10000 (99.04%), error:       318.71530, best error:       294.55505 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 898.4132080078s, input_fired_time: 11.9392108917, output_fired_time: 11.0771903992, propagate_forward_time: 337.0048522949, propagate_backward_time: 527.3400878906, weight_update_time: 0.8119742274, other_time: 11.0518798828
epoch time: 78.7021179199s, input_fired_time: 1.7597497702, output_fired_time: 0.0000000000, propagate_forward_time: 74.6031570435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3392105103
validation[          , genome 25217] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       288.18817, best error:       288.18817 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 904.2144775391s, input_fired_time: 11.9112462997, output_fired_time: 10.9560337067, propagate_forward_time: 338.6539611816, propagate_backward_time: 531.4641723633, weight_update_time: 0.7709299922, other_time: 11.2290649414
epoch time: 65.5638885498s, input_fired_time: 1.3991420269, output_fired_time: 0.0000000000, propagate_forward_time: 62.2694244385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8953247070
validation[          , genome 25217] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       280.09534, best error:       280.09534 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 764.3262939453s, input_fired_time: 10.5467500687, output_fired_time: 9.4430894852, propagate_forward_time: 281.6109008789, propagate_backward_time: 452.8100585938, weight_update_time: 0.6806362271, other_time: 9.9154663086
epoch time: 56.9550857544s, input_fired_time: 1.2612282038, output_fired_time: 0.0000000000, propagate_forward_time: 53.9198188782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7740402222
validation[          , genome 25217] predictions:    9885/  10000 (98.85%), best:    9911/10000 (99.11%), error:       351.68649, best error:       280.09534 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 735.9849853516s, input_fired_time: 10.3034877777, output_fired_time: 9.0623846054, propagate_forward_time: 269.7107238770, propagate_backward_time: 437.1479492188, weight_update_time: 0.6658095121, other_time: 9.7604675293
epoch time: 60.5290107727s, input_fired_time: 1.3176267147, output_fired_time: 0.0000000000, propagate_forward_time: 57.3819541931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8294296265
validation[          , genome 25217] predictions:    9906/  10000 (99.06%), best:    9911/10000 (99.11%), error:       294.59882, best error:       280.09534 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 768.2703857422s, input_fired_time: 10.6160583496, output_fired_time: 9.4094457626, propagate_forward_time: 284.9066772461, propagate_backward_time: 453.3340454102, weight_update_time: 0.6883000731, other_time: 10.0041503906
epoch time: 60.7440910339s, input_fired_time: 1.3250448704, output_fired_time: 0.0000000000, propagate_forward_time: 57.5992202759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8198242188
validation[          , genome 25217] predictions:    9885/  10000 (98.85%), best:    9911/10000 (99.11%), error:       359.40604, best error:       280.09534 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 785.7447509766s, input_fired_time: 10.7603778839, output_fired_time: 9.7192716599, propagate_forward_time: 291.7795410156, propagate_backward_time: 463.3884277344, weight_update_time: 0.6936353445, other_time: 10.0971069336
epoch time: 61.0986404419s, input_fired_time: 1.3244090080, output_fired_time: 0.0000000000, propagate_forward_time: 57.9395446777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8346862793
validation[          , genome 25217] predictions:    9901/  10000 (99.01%), best:    9911/10000 (99.11%), error:       325.60342, best error:       280.09534 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 799.5921020508s, input_fired_time: 10.8531866074, output_fired_time: 9.8460130692, propagate_forward_time: 296.6256103516, propagate_backward_time: 472.0522460938, weight_update_time: 0.7054610848, other_time: 10.2150268555
epoch time: 65.2341308594s, input_fired_time: 1.3930445910, output_fired_time: 0.0000000000, propagate_forward_time: 61.9355621338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9055252075
validation[          , genome 25217] predictions:    9907/  10000 (99.07%), best:    9911/10000 (99.11%), error:       286.20325, best error:       280.09534 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 835.5552978516s, input_fired_time: 11.1711397171, output_fired_time: 10.1749696732, propagate_forward_time: 311.7197265625, propagate_backward_time: 492.0249633789, weight_update_time: 0.7287610769, other_time: 10.4644775391
epoch time: 63.3420486450s, input_fired_time: 1.3627400398, output_fired_time: 0.0000000000, propagate_forward_time: 60.1093521118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8699569702
validation[          , genome 25217] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       310.73935, best error:       280.09534 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 808.8148193359s, input_fired_time: 10.9473304749, output_fired_time: 9.9146738052, propagate_forward_time: 300.7988891602, propagate_backward_time: 476.9215393066, weight_update_time: 0.7073561549, other_time: 10.2323913574
epoch time: 59.3109016418s, input_fired_time: 1.2979444265, output_fired_time: 0.0000000000, propagate_forward_time: 56.1931266785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8198318481
validation[          , genome 25217] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       291.43997, best error:       280.09534 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 777.8756103516s, input_fired_time: 10.6823043823, output_fired_time: 9.7164545059, propagate_forward_time: 287.6755371094, propagate_backward_time: 459.7468566895, weight_update_time: 0.6915493011, other_time: 10.0544738770
epoch time: 60.3858833313s, input_fired_time: 1.3156759739, output_fired_time: 0.0000000000, propagate_forward_time: 57.2666702271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8035354614
validation[          , genome 25217] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       293.20093, best error:       280.09534 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 735.3018188477s, input_fired_time: 10.3467044830, output_fired_time: 9.1329364777, propagate_forward_time: 270.7178344727, propagate_backward_time: 435.3038330078, weight_update_time: 0.6667273641, other_time: 9.8005371094
epoch time: 52.5671348572s, input_fired_time: 1.1920508146, output_fired_time: 0.0000000000, propagate_forward_time: 49.6786231995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6964607239
validation[          , genome 25217] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       317.65503, best error:       280.09534 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 647.2889404297s, input_fired_time: 9.6049880981, output_fired_time: 8.0663270950, propagate_forward_time: 234.5792083740, propagate_backward_time: 385.8273925781, weight_update_time: 0.6171964407, other_time: 9.2109985352
epoch time: 45.6892013550s, input_fired_time: 1.0834023952, output_fired_time: 0.0000000000, propagate_forward_time: 43.0220680237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5837326050
validation[          , genome 25217] predictions:    9910/  10000 (99.10%), best:    9911/10000 (99.11%), error:       288.01669, best error:       280.09534 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 569.4630126953s, input_fired_time: 8.9710855484, output_fired_time: 7.2572984695, propagate_forward_time: 203.1423034668, propagate_backward_time: 341.4978942871, weight_update_time: 0.5631210804, other_time: 8.5944213867
epoch time: 39.3723106384s, input_fired_time: 0.9845117927, output_fired_time: 0.0000000000, propagate_forward_time: 36.9031486511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4846496582
validation[          , genome 25217] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       279.43927, best error:       279.43927 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 496.6859436035s, input_fired_time: 8.3668975830, output_fired_time: 6.3552956581, propagate_forward_time: 173.9974212646, propagate_backward_time: 299.9583435059, weight_update_time: 0.5149227381, other_time: 8.0079650879
epoch time: 35.8755760193s, input_fired_time: 0.9280360341, output_fired_time: 0.0000000000, propagate_forward_time: 33.5303344727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4172058105
validation[          , genome 25217] predictions:    9909/  10000 (99.09%), best:    9912/10000 (99.12%), error:       289.46851, best error:       279.43927 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 479.9735717773s, input_fired_time: 8.2087030411, output_fired_time: 6.1914882660, propagate_forward_time: 167.5922546387, propagate_backward_time: 290.1000366211, weight_update_time: 0.5032375455, other_time: 7.8810729980
epoch time: 35.7825660706s, input_fired_time: 0.9255536795, output_fired_time: 0.0000000000, propagate_forward_time: 33.4467506409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4102630615
validation[          , genome 25217] predictions:    9910/  10000 (99.10%), best:    9912/10000 (99.12%), error:       290.17728, best error:       279.43927 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 481.2408142090s, input_fired_time: 8.2151880264, output_fired_time: 6.1904358864, propagate_forward_time: 168.2069396973, propagate_backward_time: 290.7689819336, weight_update_time: 0.5036163330, other_time: 7.8592834473
epoch time: 36.1532897949s, input_fired_time: 0.9309289455, output_fired_time: 0.0000000000, propagate_forward_time: 33.8059120178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4164505005
validation[          , genome 25217] predictions:    9901/  10000 (99.01%), best:    9912/10000 (99.12%), error:       294.58569, best error:       279.43927 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 486.0256652832s, input_fired_time: 8.2498197556, output_fired_time: 6.2443332672, propagate_forward_time: 169.9138946533, propagate_backward_time: 293.7105712891, weight_update_time: 0.5062792301, other_time: 7.9070434570
epoch time: 36.2821960449s, input_fired_time: 0.9369520545, output_fired_time: 0.0000000000, propagate_forward_time: 33.9123229980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4329223633
validation[          , genome 25217] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       297.88989, best error:       279.43927 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 505.6705017090s, input_fired_time: 8.4526729584, output_fired_time: 6.4687213898, propagate_forward_time: 177.7493286133, propagate_backward_time: 304.9260559082, weight_update_time: 0.5219167471, other_time: 8.0737304688
epoch time: 39.1121788025s, input_fired_time: 0.9814214110, output_fired_time: 0.0000000000, propagate_forward_time: 36.6463890076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4843673706
validation[          , genome 25217] predictions:    9903/  10000 (99.03%), best:    9912/10000 (99.12%), error:       299.85522, best error:       279.43927 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 527.8323974609s, input_fired_time: 8.6331319809, output_fired_time: 6.7450203896, propagate_forward_time: 186.4780120850, propagate_backward_time: 317.7185058594, weight_update_time: 0.5349830985, other_time: 8.2577514648
epoch time: 40.1552810669s, input_fired_time: 0.9991741776, output_fired_time: 0.0000000000, propagate_forward_time: 37.6510581970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5050468445
validation[          , genome 25217] predictions:    9907/  10000 (99.07%), best:    9912/10000 (99.12%), error:       284.81360, best error:       279.43927 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 524.8453369141s, input_fired_time: 8.6294345856, output_fired_time: 6.6756525040, propagate_forward_time: 185.9545440674, propagate_backward_time: 315.3361511230, weight_update_time: 0.5347977281, other_time: 8.2495422363
epoch time: 38.7487564087s, input_fired_time: 0.9755169153, output_fired_time: 0.0000000000, propagate_forward_time: 36.2840690613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4891700745
validation[          , genome 25217] predictions:    9914/  10000 (99.14%), best:    9912/10000 (99.12%), error:       282.42831, best error:       279.43927 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 511.5851135254s, input_fired_time: 8.5031557083, output_fired_time: 6.5470509529, propagate_forward_time: 180.1558074951, propagate_backward_time: 308.2263793945, weight_update_time: 0.5253121257, other_time: 8.1527099609
epoch time: 37.5956649780s, input_fired_time: 0.9581224918, output_fired_time: 0.0000000000, propagate_forward_time: 35.1750564575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4624862671
validation[          , genome 25217] predictions:    9901/  10000 (99.01%), best:    9912/10000 (99.12%), error:       298.83167, best error:       279.43927 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 495.7138671875s, input_fired_time: 8.3619432449, output_fired_time: 6.3627009392, propagate_forward_time: 173.9771118164, propagate_backward_time: 299.0227050781, weight_update_time: 0.5147054195, other_time: 7.9894104004
epoch time: 38.6833724976s, input_fired_time: 0.9778790474, output_fired_time: 0.0000000000, propagate_forward_time: 36.2265701294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4789237976
validation[          , genome 25217] predictions:    9906/  10000 (99.06%), best:    9912/10000 (99.12%), error:       287.49808, best error:       279.43927 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 517.0006103516s, input_fired_time: 8.5597200394, output_fired_time: 6.6305861473, propagate_forward_time: 182.2034606934, propagate_backward_time: 311.4869689941, weight_update_time: 0.5268002748, other_time: 8.1198730469
epoch time: 40.0656623840s, input_fired_time: 0.9991648197, output_fired_time: 0.0000000000, propagate_forward_time: 37.5671844482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993133545
validation[          , genome 25217] predictions:    9905/  10000 (99.05%), best:    9912/10000 (99.12%), error:       283.13815, best error:       279.43927 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 538.0369262695s, input_fired_time: 8.7270107269, output_fired_time: 6.7921047211, propagate_forward_time: 190.4497680664, propagate_backward_time: 323.7675170898, weight_update_time: 0.5387908220, other_time: 8.3005371094
epoch time: 42.1240882874s, input_fired_time: 1.0303094387, output_fired_time: 0.0000000000, propagate_forward_time: 39.5595207214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5342597961
validation[          , genome 25217] predictions:    9906/  10000 (99.06%), best:    9912/10000 (99.12%), error:       299.06793, best error:       279.43927 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 559.9705200195s, input_fired_time: 8.9126253128, output_fired_time: 7.1262307167, propagate_forward_time: 199.8792266846, propagate_backward_time: 335.5195007324, weight_update_time: 0.5585460663, other_time: 8.5329895020
epoch time: 42.9735488892s, input_fired_time: 1.0450326204, output_fired_time: 0.0000000000, propagate_forward_time: 40.3795127869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5490036011
validation[          , genome 25217] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       280.78989, best error:       279.43927 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 533.6249389648s, input_fired_time: 8.6974964142, output_fired_time: 6.8160915375, propagate_forward_time: 188.8227539063, propagate_backward_time: 320.9476013184, weight_update_time: 0.5424409509, other_time: 8.3409729004
epoch time: 36.4157218933s, input_fired_time: 0.9396768212, output_fired_time: 0.0000000000, propagate_forward_time: 34.0460624695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4299812317
validation[          , genome 25217] predictions:    9904/  10000 (99.04%), best:    9912/10000 (99.12%), error:       304.45172, best error:       279.43927 on epoch:    87, 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: 187.3202362061s, input_fired_time: 4.7938504219, output_fired_time: 0.0000000000, propagate_forward_time: 175.2149658203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.3114166260
best training[          , genome 25217] predictions:   50000/  50000 (100.00%), best:    9912/10000 (99.12%), error:       109.57332, best error:       279.43927 on epoch:    87, 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: 38.4759216309s, input_fired_time: 0.9620173573, output_fired_time: 0.0000000000, propagate_forward_time: 36.0403175354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4735870361
   testing[          , genome 25217] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       266.72537, best error:       279.43927 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:56:16 (16996): called boinc_finish(0)

</stderr_txt>
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