Nameexact_genome_1535107803_164_11225_3
Workunit3923206
Created24 Aug 2018, 16:39:28 UTC
Sent24 Aug 2018, 17:24:05 UTC
Report deadline30 Jan 2019, 2:31:04 UTC
Received31 Aug 2018, 4:38:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64195
Run time1 days 21 hours 57 min 22 sec
CPU time1 days 21 hours 57 min 3 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.83 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size564.39 MB
Peak swap size583.98 MB
Peak disk usage14.50 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000000, weight_update_time: 0.0000000000, other_time: 2.3600006104
validation[          , genome 11225] predictions:    6021/  10000 (60.21%), best:    6023/10000 (60.23%), error:     11702.65918, best error:     11555.27734 on epoch:    14, epoch:   15/100, mu: 0.7609793544, learning_rate: 0.0000816601, weight_decay: 0.0002001610

epoch time: 1569.6789550781s, input_fired_time: 24.5814285278, output_fired_time: 8.8506660461, propagate_forward_time: 561.0263061523, propagate_backward_time: 961.0251464844, weight_update_time: 0.7023359537, other_time: 14.1953735352
epoch time: 110.2550659180s, input_fired_time: 1.3645769358, output_fired_time: 0.0000000000, propagate_forward_time: 106.5433197021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3471679688
validation[          , genome 11225] predictions:    5744/  10000 (57.44%), best:    6023/10000 (60.23%), error:     12300.36621, best error:     11555.27734 on epoch:    14, epoch:   16/100, mu: 0.7732297778, learning_rate: 0.0000755479, weight_decay: 0.0001883606

epoch time: 1594.8833007813s, input_fired_time: 24.7027378082, output_fired_time: 8.9716234207, propagate_forward_time: 570.4804077148, propagate_backward_time: 976.4322509766, weight_update_time: 0.7076266408, other_time: 14.2962036133
epoch time: 115.2902069092s, input_fired_time: 1.4145430326, output_fired_time: 0.0000000000, propagate_forward_time: 111.4950561523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3806076050
validation[          , genome 11225] predictions:    6128/  10000 (61.28%), best:    6128/10000 (61.28%), error:     11305.04590, best error:     11305.04590 on epoch:    17, epoch:   17/100, mu: 0.7848249078, learning_rate: 0.0000698933, weight_decay: 0.0001772559

epoch time: 1654.4128417969s, input_fired_time: 24.9557514191, output_fired_time: 9.2297697067, propagate_forward_time: 595.8314819336, propagate_backward_time: 1009.8300170898, weight_update_time: 0.7241572738, other_time: 14.5657348633
epoch time: 182.2484893799s, input_fired_time: 1.9671829939, output_fired_time: 0.0000000000, propagate_forward_time: 177.2725219727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0087890625
validation[          , genome 11225] predictions:    5794/  10000 (57.94%), best:    6128/10000 (61.28%), error:     12287.67480, best error:     11305.04590 on epoch:    17, epoch:   18/100, mu: 0.7957997918, learning_rate: 0.0000646618, weight_decay: 0.0001668059

epoch time: 1583.1280517578s, input_fired_time: 24.6657142639, output_fired_time: 8.9125881195, propagate_forward_time: 566.5621948242, propagate_backward_time: 968.6777343750, weight_update_time: 0.7062215805, other_time: 14.3097534180
epoch time: 110.6123809814s, input_fired_time: 1.3741408587, output_fired_time: 0.0000000000, propagate_forward_time: 106.8937530518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3444900513
validation[          , genome 11225] predictions:    5888/  10000 (58.88%), best:    6128/10000 (61.28%), error:     12117.47461, best error:     11305.04590 on epoch:    17, epoch:   19/100, mu: 0.8061876297, learning_rate: 0.0000598219, weight_decay: 0.0001569720

epoch time: 1571.8194580078s, input_fired_time: 24.6486816406, output_fired_time: 8.8628988266, propagate_forward_time: 562.0585937500, propagate_backward_time: 961.9921875000, weight_update_time: 0.7043135762, other_time: 14.2570800781
epoch time: 125.4149703979s, input_fired_time: 1.4992620945, output_fired_time: 0.0000000000, propagate_forward_time: 121.4295196533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4861907959
validation[          , genome 11225] predictions:    6087/  10000 (60.87%), best:    6128/10000 (61.28%), error:     11427.74609, best error:     11305.04590 on epoch:    17, epoch:   20/100, mu: 0.8160198331, learning_rate: 0.0000553443, weight_decay: 0.0001477178

epoch time: 1579.8460693359s, input_fired_time: 24.6772899628, output_fired_time: 8.8779888153, propagate_forward_time: 564.7812500000, propagate_backward_time: 967.2364501953, weight_update_time: 0.7036375403, other_time: 14.2731933594
epoch time: 116.3467178345s, input_fired_time: 1.4327418804, output_fired_time: 0.0000000000, propagate_forward_time: 112.4935684204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4204101563
validation[          , genome 11225] predictions:    6189/  10000 (61.89%), best:    6189/10000 (61.89%), error:     11180.83105, best error:     11180.83105 on epoch:    21, epoch:   21/100, mu: 0.8253260851, learning_rate: 0.0000512018, weight_decay: 0.0001390091

epoch time: 1686.8854980469s, input_fired_time: 25.1191787720, output_fired_time: 9.3849039078, propagate_forward_time: 608.0664062500, propagate_backward_time: 1029.6220703125, weight_update_time: 0.7312510014, other_time: 14.6929931641
epoch time: 114.0211105347s, input_fired_time: 1.4095455408, output_fired_time: 0.0000000000, propagate_forward_time: 110.2117462158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3998184204
validation[          , genome 11225] predictions:    6129/  10000 (61.29%), best:    6189/10000 (61.89%), error:     11221.71484, best error:     11180.83105 on epoch:    21, epoch:   22/100, mu: 0.8341345787, learning_rate: 0.0000473694, weight_decay: 0.0001308139

epoch time: 1592.2180175781s, input_fired_time: 24.7285003662, output_fired_time: 8.9135351181, propagate_forward_time: 569.9931640625, propagate_backward_time: 974.2720336914, weight_update_time: 0.7087764740, other_time: 14.3107299805
epoch time: 131.0217895508s, input_fired_time: 1.5533540249, output_fired_time: 0.0000000000, propagate_forward_time: 126.9341964722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5342330933
validation[          , genome 11225] predictions:    6240/  10000 (62.40%), best:    6240/10000 (62.40%), error:     11040.01367, best error:     11040.01367 on epoch:    23, epoch:   23/100, mu: 0.8424718976, learning_rate: 0.0000438239, weight_decay: 0.0001231019

epoch time: 1623.4464111328s, input_fired_time: 24.8869552612, output_fired_time: 9.0973453522, propagate_forward_time: 584.1700439453, propagate_backward_time: 990.8183593750, weight_update_time: 0.7167283893, other_time: 14.4737548828
epoch time: 116.3973617554s, input_fired_time: 1.4368063211, output_fired_time: 0.0000000000, propagate_forward_time: 112.5444641113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4160919189
validation[          , genome 11225] predictions:    5967/  10000 (59.67%), best:    6240/10000 (62.40%), error:     11607.73047, best error:     11040.01367 on epoch:    23, epoch:   24/100, mu: 0.8503632545, learning_rate: 0.0000405437, weight_decay: 0.0001158445

epoch time: 1519.7174072266s, input_fired_time: 24.4732513428, output_fired_time: 8.5990371704, propagate_forward_time: 540.4480590820, propagate_backward_time: 932.2196044922, weight_update_time: 0.6892479658, other_time: 13.9774780273
epoch time: 111.3672409058s, input_fired_time: 1.4081203938, output_fired_time: 0.0000000000, propagate_forward_time: 107.5946121216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3645095825
validation[          , genome 11225] predictions:    6186/  10000 (61.86%), best:    6240/10000 (62.40%), error:     11054.99805, best error:     11040.01367 on epoch:    23, epoch:   25/100, mu: 0.8578324914, learning_rate: 0.0000375090, weight_decay: 0.0001090149

epoch time: 1504.1595458984s, input_fired_time: 24.4122962952, output_fired_time: 8.5261383057, propagate_forward_time: 533.5833740234, propagate_backward_time: 923.6989746094, weight_update_time: 0.6893596649, other_time: 13.9387207031
epoch time: 110.9975509644s, input_fired_time: 1.3936454058, output_fired_time: 0.0000000000, propagate_forward_time: 107.2640457153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3398590088
validation[          , genome 11225] predictions:    6177/  10000 (61.77%), best:    6240/10000 (62.40%), error:     11107.85254, best error:     11040.01367 on epoch:    23, epoch:   26/100, mu: 0.8649021983, learning_rate: 0.0000347015, weight_decay: 0.0001025880

epoch time: 1502.6934814453s, input_fired_time: 24.4242935181, output_fired_time: 8.5212745667, propagate_forward_time: 533.1254272461, propagate_backward_time: 922.7323608398, weight_update_time: 0.6839157343, other_time: 13.8901367188
epoch time: 110.8254089355s, input_fired_time: 1.3965023756, output_fired_time: 0.0000000000, propagate_forward_time: 107.0570678711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3718414307
validation[          , genome 11225] predictions:    6048/  10000 (60.48%), best:    6240/10000 (62.40%), error:     11463.24512, best error:     11040.01367 on epoch:    23, epoch:   27/100, mu: 0.8715937138, learning_rate: 0.0000321041, weight_decay: 0.0000965400

epoch time: 1503.3879394531s, input_fired_time: 24.4199752808, output_fired_time: 8.5138835907, propagate_forward_time: 533.4210205078, propagate_backward_time: 923.0869140625, weight_update_time: 0.6878839731, other_time: 13.9461669922
epoch time: 110.3133316040s, input_fired_time: 1.3954567909, output_fired_time: 0.0000000000, propagate_forward_time: 106.5738449097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3440322876
validation[          , genome 11225] predictions:    6389/  10000 (63.89%), best:    6389/10000 (63.89%), error:     10687.31836, best error:     10687.31836 on epoch:    28, epoch:   28/100, mu: 0.8779273033, learning_rate: 0.0000297012, weight_decay: 0.0000908485

epoch time: 1500.9725341797s, input_fired_time: 24.4131832123, output_fired_time: 8.5044307709, propagate_forward_time: 532.5176391602, propagate_backward_time: 921.6411743164, weight_update_time: 0.6855961084, other_time: 13.8961181641
epoch time: 110.4162139893s, input_fired_time: 1.4059920311, output_fired_time: 0.0000000000, propagate_forward_time: 106.6822891235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3279342651
validation[          , genome 11225] predictions:    6373/  10000 (63.73%), best:    6389/10000 (63.89%), error:     10740.09961, best error:     10687.31836 on epoch:    28, epoch:   29/100, mu: 0.8839221001, learning_rate: 0.0000274781, weight_decay: 0.0000854926

epoch time: 1504.1691894531s, input_fired_time: 24.4610099792, output_fired_time: 8.5188035965, propagate_forward_time: 533.6044921875, propagate_backward_time: 923.6529541016, weight_update_time: 0.6852809191, other_time: 13.9318847656
epoch time: 110.5132522583s, input_fired_time: 1.3951164484, output_fired_time: 0.0000000000, propagate_forward_time: 106.7720260620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3461074829
validation[          , genome 11225] predictions:    6314/  10000 (63.14%), best:    6389/10000 (63.89%), error:     10953.18359, best error:     10687.31836 on epoch:    28, epoch:   30/100, mu: 0.8895962834, learning_rate: 0.0000254214, weight_decay: 0.0000804524

epoch time: 1504.0637207031s, input_fired_time: 24.4586982727, output_fired_time: 8.5161304474, propagate_forward_time: 534.0020751953, propagate_backward_time: 923.1152343750, weight_update_time: 0.6876397133, other_time: 13.9715576172
epoch time: 110.4309463501s, input_fired_time: 1.4019881487, output_fired_time: 0.0000000000, propagate_forward_time: 106.6879043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3410568237
validation[          , genome 11225] predictions:    6264/  10000 (62.64%), best:    6389/10000 (63.89%), error:     10903.21484, best error:     10687.31836 on epoch:    28, epoch:   31/100, mu: 0.8949669003, learning_rate: 0.0000235186, weight_decay: 0.0000757094

epoch time: 1500.3253173828s, input_fired_time: 24.4442806244, output_fired_time: 8.5056066513, propagate_forward_time: 532.2446899414, propagate_backward_time: 921.2578125000, weight_update_time: 0.6845261455, other_time: 13.8728637695
epoch time: 110.6721801758s, input_fired_time: 1.4026701450, output_fired_time: 0.0000000000, propagate_forward_time: 106.9186096191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3508987427
validation[          , genome 11225] predictions:    6134/  10000 (61.34%), best:    6389/10000 (63.89%), error:     11148.16406, best error:     10687.31836 on epoch:    28, epoch:   32/100, mu: 0.9000502825, learning_rate: 0.0000217583, weight_decay: 0.0000712460

epoch time: 1500.9489746094s, input_fired_time: 24.4683952332, output_fired_time: 8.5042304993, propagate_forward_time: 532.6305541992, propagate_backward_time: 921.4448242188, weight_update_time: 0.6852982640, other_time: 13.9009399414
epoch time: 110.3116455078s, input_fired_time: 1.4038796425, output_fired_time: 0.0000000000, propagate_forward_time: 106.5662231445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3415451050
validation[          , genome 11225] predictions:    6192/  10000 (61.92%), best:    6389/10000 (63.89%), error:     10914.49902, best error:     10687.31836 on epoch:    28, epoch:   33/100, mu: 0.9048617482, learning_rate: 0.0000201297, weight_decay: 0.0000670457

epoch time: 1502.7291259766s, input_fired_time: 24.4693889618, output_fired_time: 8.5189418793, propagate_forward_time: 533.5034179688, propagate_backward_time: 922.3319702148, weight_update_time: 0.6854249239, other_time: 13.9054565430
epoch time: 111.0331115723s, input_fired_time: 1.4090012312, output_fired_time: 0.0000000000, propagate_forward_time: 107.2938995361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3302078247
validation[          , genome 11225] predictions:    6323/  10000 (63.23%), best:    6389/10000 (63.89%), error:     10716.33789, best error:     10687.31836 on epoch:    28, epoch:   34/100, mu: 0.9094158411, learning_rate: 0.0000186230, weight_decay: 0.0000630931

epoch time: 1500.8494873047s, input_fired_time: 24.4828777313, output_fired_time: 8.5167808533, propagate_forward_time: 532.2493896484, propagate_backward_time: 921.7111816406, weight_update_time: 0.6854915023, other_time: 13.8892822266
epoch time: 110.2813873291s, input_fired_time: 1.4141124487, output_fired_time: 0.0000000000, propagate_forward_time: 106.5361480713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3311233521
validation[          , genome 11225] predictions:    6392/  10000 (63.92%), best:    6392/10000 (63.92%), error:     10632.34082, best error:     10632.34082 on epoch:    35, epoch:   35/100, mu: 0.9137263298, learning_rate: 0.0000172291, weight_decay: 0.0000593734

epoch time: 1502.4343261719s, input_fired_time: 24.5051708221, output_fired_time: 8.5223131180, propagate_forward_time: 533.5863647461, propagate_backward_time: 921.9099121094, weight_update_time: 0.6857104301, other_time: 13.9105834961
epoch time: 110.2923202515s, input_fired_time: 1.4107742310, output_fired_time: 0.0000000000, propagate_forward_time: 106.5562896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3252563477
validation[          , genome 11225] predictions:    6445/  10000 (64.45%), best:    6445/10000 (64.45%), error:     10474.87402, best error:     10474.87402 on epoch:    36, epoch:   36/100, mu: 0.9178062677, learning_rate: 0.0000159395, weight_decay: 0.0000558731

epoch time: 1501.6949462891s, input_fired_time: 24.5072536469, output_fired_time: 8.5238304138, propagate_forward_time: 533.2086181641, propagate_backward_time: 921.5665283203, weight_update_time: 0.6854466200, other_time: 13.8887939453
epoch time: 110.8195800781s, input_fired_time: 1.4191097021, output_fired_time: 0.0000000000, propagate_forward_time: 107.0456161499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3548507690
validation[          , genome 11225] predictions:    6499/  10000 (64.99%), best:    6499/10000 (64.99%), error:     10332.40918, best error:     10332.40918 on epoch:    37, epoch:   37/100, mu: 0.9216679335, learning_rate: 0.0000147464, weight_decay: 0.0000525791

epoch time: 1501.6854248047s, input_fired_time: 24.5209350586, output_fired_time: 8.5067720413, propagate_forward_time: 532.6231689453, propagate_backward_time: 922.1292114258, weight_update_time: 0.6851389408, other_time: 13.9054565430
epoch time: 110.4383850098s, input_fired_time: 1.4119828939, output_fired_time: 0.0000000000, propagate_forward_time: 106.6964721680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3299331665
validation[          , genome 11225] predictions:    6404/  10000 (64.04%), best:    6499/10000 (64.99%), error:     10543.06152, best error:     10332.40918 on epoch:    37, epoch:   38/100, mu: 0.9253230691, learning_rate: 0.0000136427, weight_decay: 0.0000494794

epoch time: 1501.0198974609s, input_fired_time: 24.5161933899, output_fired_time: 8.5009336472, propagate_forward_time: 532.4819946289, propagate_backward_time: 921.6549072266, weight_update_time: 0.6852199435, other_time: 13.8657836914
epoch time: 110.4971847534s, input_fired_time: 1.4191945791, output_fired_time: 0.0000000000, propagate_forward_time: 106.7374725342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3405151367
validation[          , genome 11225] predictions:    6343/  10000 (63.43%), best:    6499/10000 (64.99%), error:     10702.27734, best error:     10332.40918 on epoch:    37, epoch:   39/100, mu: 0.9287826419, learning_rate: 0.0000126215, weight_decay: 0.0000465623

epoch time: 1501.6749267578s, input_fired_time: 24.5193481445, output_fired_time: 8.5068702698, propagate_forward_time: 532.6383666992, propagate_backward_time: 922.0895996094, weight_update_time: 0.6861342192, other_time: 13.9207153320
epoch time: 110.7232589722s, input_fired_time: 1.4283493757, output_fired_time: 0.0000000000, propagate_forward_time: 106.9360656738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3588409424
validation[          , genome 11225] predictions:    6469/  10000 (64.69%), best:    6499/10000 (64.99%), error:     10333.71680, best error:     10332.40918 on epoch:    37, epoch:   40/100, mu: 0.9320572019, learning_rate: 0.0000116768, weight_decay: 0.0000438173

epoch time: 1501.7868652344s, input_fired_time: 24.5508823395, output_fired_time: 8.5270881653, propagate_forward_time: 532.5115356445, propagate_backward_time: 922.3065185547, weight_update_time: 0.6848090291, other_time: 13.8908081055
epoch time: 110.4118423462s, input_fired_time: 1.4193274975, output_fired_time: 0.0000000000, propagate_forward_time: 106.6561279297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3363876343
validation[          , genome 11225] predictions:    6377/  10000 (63.77%), best:    6499/10000 (64.99%), error:     10579.94141, best error:     10332.40918 on epoch:    37, epoch:   41/100, mu: 0.9351565838, learning_rate: 0.0000108028, weight_decay: 0.0000412340

epoch time: 1501.0836181641s, input_fired_time: 24.5379581451, output_fired_time: 8.5014801025, propagate_forward_time: 532.4206542969, propagate_backward_time: 921.7695922852, weight_update_time: 0.6842988729, other_time: 13.8539428711
epoch time: 110.3320083618s, input_fired_time: 1.4207916260, output_fired_time: 0.0000000000, propagate_forward_time: 106.5739593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3372573853
validation[          , genome 11225] predictions:    6407/  10000 (64.07%), best:    6499/10000 (64.99%), error:     10512.04590, best error:     10332.40918 on epoch:    37, epoch:   42/100, mu: 0.9380902052, learning_rate: 0.0000099942, weight_decay: 0.0000388031

epoch time: 1502.7812500000s, input_fired_time: 24.5645923615, output_fired_time: 8.5129127502, propagate_forward_time: 533.0640869141, propagate_backward_time: 922.7325439453, weight_update_time: 0.6854093671, other_time: 13.9071044922
epoch time: 110.8744277954s, input_fired_time: 1.4310085773, output_fired_time: 0.0000000000, propagate_forward_time: 107.0998458862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3435745239
validation[          , genome 11225] predictions:    6515/  10000 (65.15%), best:    6515/10000 (65.15%), error:     10168.73926, best error:     10168.73926 on epoch:    43, epoch:   43/100, mu: 0.9408668876, learning_rate: 0.0000092462, weight_decay: 0.0000365155

epoch time: 1506.0753173828s, input_fired_time: 24.6055393219, output_fired_time: 8.5308418274, propagate_forward_time: 534.7017211914, propagate_backward_time: 924.3441772461, weight_update_time: 0.6851584315, other_time: 13.8929443359
epoch time: 110.4724349976s, input_fired_time: 1.4263443947, output_fired_time: 0.0000000000, propagate_forward_time: 106.7051696777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3409194946
validation[          , genome 11225] predictions:    6374/  10000 (63.74%), best:    6515/10000 (65.15%), error:     10490.80273, best error:     10168.73926 on epoch:    43, epoch:   44/100, mu: 0.9434950352, learning_rate: 0.0000085541, weight_decay: 0.0000343627

epoch time: 1504.6933593750s, input_fired_time: 24.6056232452, output_fired_time: 8.5246496201, propagate_forward_time: 534.1381225586, propagate_backward_time: 923.5354614258, weight_update_time: 0.6850442290, other_time: 13.8895263672
epoch time: 110.5098800659s, input_fired_time: 1.4307166338, output_fired_time: 0.0000000000, propagate_forward_time: 106.7425003052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3366622925
validation[          , genome 11225] predictions:    6546/  10000 (65.46%), best:    6515/10000 (65.15%), error:     10231.21484, best error:     10168.73926 on epoch:    43, epoch:   45/100, mu: 0.9459826350, learning_rate: 0.0000079138, weight_decay: 0.0000323369

epoch time: 1503.9030761719s, input_fired_time: 24.6164722443, output_fired_time: 8.5169982910, propagate_forward_time: 533.5858154297, propagate_backward_time: 923.2531738281, weight_update_time: 0.6867349148, other_time: 13.9306640625
epoch time: 110.3326797485s, input_fired_time: 1.4306627512, output_fired_time: 0.0000000000, propagate_forward_time: 106.5572586060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3447570801
validation[          , genome 11225] predictions:    6513/  10000 (65.13%), best:    6515/10000 (65.15%), error:     10334.21094, best error:     10168.73926 on epoch:    43, epoch:   46/100, mu: 0.9483371377, learning_rate: 0.0000073215, weight_decay: 0.0000304305

epoch time: 1505.7634277344s, input_fired_time: 24.6431961060, output_fired_time: 8.5271406174, propagate_forward_time: 534.5959472656, propagate_backward_time: 924.0746459961, weight_update_time: 0.6868820786, other_time: 13.9225463867
epoch time: 110.6378784180s, input_fired_time: 1.4356157780, output_fired_time: 0.0000000000, propagate_forward_time: 106.8501052856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3521575928
validation[          , genome 11225] predictions:    6594/  10000 (65.94%), best:    6594/10000 (65.94%), error:     10110.33496, best error:     10110.33496 on epoch:    47, epoch:   47/100, mu: 0.9505656958, learning_rate: 0.0000067735, weight_decay: 0.0000286365

epoch time: 1504.0529785156s, input_fired_time: 24.6232013702, output_fired_time: 8.5208425522, propagate_forward_time: 533.6789550781, propagate_backward_time: 923.3013305664, weight_update_time: 0.6869934201, other_time: 13.9286499023
epoch time: 110.9393157959s, input_fired_time: 1.4390345812, output_fired_time: 0.0000000000, propagate_forward_time: 107.1604919434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3397903442
validation[          , genome 11225] predictions:    6547/  10000 (65.47%), best:    6594/10000 (65.94%), error:     10135.29883, best error:     10110.33496 on epoch:    47, epoch:   48/100, mu: 0.9526750445, learning_rate: 0.0000062665, weight_decay: 0.0000269482

epoch time: 1503.0191650391s, input_fired_time: 24.6387252808, output_fired_time: 8.5130977631, propagate_forward_time: 533.4683837891, propagate_backward_time: 922.4338378906, weight_update_time: 0.6874528527, other_time: 13.9652099609
epoch time: 110.5600891113s, input_fired_time: 1.4370325804, output_fired_time: 0.0000000000, propagate_forward_time: 106.7626495361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3604049683
validation[          , genome 11225] predictions:    6591/  10000 (65.91%), best:    6591/10000 (65.91%), error:     10084.10352, best error:     10084.10352 on epoch:    49, epoch:   49/100, mu: 0.9546715617, learning_rate: 0.0000057975, weight_decay: 0.0000253595

epoch time: 1504.1520996094s, input_fired_time: 24.6339702606, output_fired_time: 8.5105009079, propagate_forward_time: 533.5119628906, propagate_backward_time: 923.5395507813, weight_update_time: 0.6861767769, other_time: 13.9561767578
epoch time: 111.8680725098s, input_fired_time: 1.4462231398, output_fired_time: 0.0000000000, propagate_forward_time: 108.0582275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3636245728
validation[          , genome 11225] predictions:    6481/  10000 (64.81%), best:    6591/10000 (65.91%), error:     10366.70313, best error:     10084.10352 on epoch:    49, epoch:   50/100, mu: 0.9565612674, learning_rate: 0.0000053635, weight_decay: 0.0000238645

epoch time: 1504.2646484375s, input_fired_time: 24.6553573608, output_fired_time: 8.5225458145, propagate_forward_time: 533.5299072266, propagate_backward_time: 923.6534423828, weight_update_time: 0.6841788292, other_time: 13.9033203125
epoch time: 110.3014068604s, input_fired_time: 1.4343817234, output_fired_time: 0.0000000000, propagate_forward_time: 106.5343704224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3326568604
validation[          , genome 11225] predictions:    6591/  10000 (65.91%), best:    6591/10000 (65.91%), error:     10045.22461, best error:     10045.22461 on epoch:    51, epoch:   51/100, mu: 0.9583499432, learning_rate: 0.0000049621, weight_decay: 0.0000224575

epoch time: 1502.5244140625s, input_fired_time: 24.6493263245, output_fired_time: 8.5321302414, propagate_forward_time: 533.2337646484, propagate_backward_time: 922.2188720703, weight_update_time: 0.6843012571, other_time: 13.8903808594
epoch time: 110.6943588257s, input_fired_time: 1.4393620491, output_fired_time: 0.0000000000, propagate_forward_time: 106.9172973633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3376998901
validation[          , genome 11225] predictions:    6606/  10000 (66.06%), best:    6591/10000 (65.91%), error:     10087.92871, best error:     10045.22461 on epoch:    51, epoch:   52/100, mu: 0.9600428939, learning_rate: 0.0000045907, weight_decay: 0.0000211336

epoch time: 1501.0056152344s, input_fired_time: 24.6363086700, output_fired_time: 8.5037412643, propagate_forward_time: 532.3080444336, propagate_backward_time: 921.7178955078, weight_update_time: 0.6834146976, other_time: 13.8395385742
epoch time: 110.3716354370s, input_fired_time: 1.4412614107, output_fired_time: 0.0000000000, propagate_forward_time: 106.5862808228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3440933228
validation[          , genome 11225] predictions:    6593/  10000 (65.93%), best:    6593/10000 (65.93%), error:     10005.16699, best error:     10005.16699 on epoch:    53, epoch:   53/100, mu: 0.9616453052, learning_rate: 0.0000042471, weight_decay: 0.0000198877

epoch time: 1501.4959716797s, input_fired_time: 24.6521530151, output_fired_time: 8.5047378540, propagate_forward_time: 533.1680908203, propagate_backward_time: 921.2823486328, weight_update_time: 0.6851462126, other_time: 13.8886718750
epoch time: 110.4828872681s, input_fired_time: 1.4325410128, output_fired_time: 0.0000000000, propagate_forward_time: 106.7106246948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3397216797
validation[          , genome 11225] predictions:    6559/  10000 (65.59%), best:    6593/10000 (65.93%), error:     10160.83301, best error:     10005.16699 on epoch:    53, epoch:   54/100, mu: 0.9631620049, learning_rate: 0.0000039292, weight_decay: 0.0000187152

epoch time: 1500.9398193359s, input_fired_time: 24.6618652344, output_fired_time: 8.5122957230, propagate_forward_time: 532.4364624023, propagate_backward_time: 921.4388427734, weight_update_time: 0.6844143271, other_time: 13.8903198242
epoch time: 110.3404464722s, input_fired_time: 1.4451210499, output_fired_time: 0.0000000000, propagate_forward_time: 106.5656585693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3296661377
validation[          , genome 11225] predictions:    6630/  10000 (66.30%), best:    6630/10000 (66.30%), error:      9975.71777, best error:      9975.71777 on epoch:    55, epoch:   55/100, mu: 0.9645975828, learning_rate: 0.0000036351, weight_decay: 0.0000176118

epoch time: 1500.8364257813s, input_fired_time: 24.6682510376, output_fired_time: 8.4975614548, propagate_forward_time: 532.7104492188, propagate_backward_time: 921.0860595703, weight_update_time: 0.6855353117, other_time: 13.8741455078
epoch time: 110.3062515259s, input_fired_time: 1.4416106939, output_fired_time: 0.0000000000, propagate_forward_time: 106.5252914429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3393478394
validation[          , genome 11225] predictions:    6498/  10000 (64.98%), best:    6630/10000 (66.30%), error:     10283.89844, best error:      9975.71777 on epoch:    55, epoch:   56/100, mu: 0.9659563899, learning_rate: 0.0000033630, weight_decay: 0.0000165735

epoch time: 1499.7674560547s, input_fired_time: 24.6612148285, output_fired_time: 8.5102462769, propagate_forward_time: 532.1690063477, propagate_backward_time: 920.5755615234, weight_update_time: 0.6840079427, other_time: 13.8513793945
epoch time: 110.3071823120s, input_fired_time: 1.4470257759, output_fired_time: 0.0000000000, propagate_forward_time: 106.5281677246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3319854736
validation[          , genome 11225] predictions:    6569/  10000 (65.69%), best:    6630/10000 (66.30%), error:     10030.56836, best error:      9975.71777 on epoch:    55, epoch:   57/100, mu: 0.9672424793, learning_rate: 0.0000031113, weight_decay: 0.0000155965

epoch time: 1499.6697998047s, input_fired_time: 24.6728019714, output_fired_time: 8.5017013550, propagate_forward_time: 532.0183105469, propagate_backward_time: 920.6218872070, weight_update_time: 0.6838682890, other_time: 13.8550415039
epoch time: 110.3791809082s, input_fired_time: 1.4476238489, output_fired_time: 0.0000000000, propagate_forward_time: 106.6016540527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3299026489
validation[          , genome 11225] predictions:    6649/  10000 (66.49%), best:    6649/10000 (66.49%), error:      9966.32520, best error:      9966.32520 on epoch:    58, epoch:   58/100, mu: 0.9684597850, learning_rate: 0.0000028784, weight_decay: 0.0000146770

epoch time: 1500.2581787109s, input_fired_time: 24.6803474426, output_fired_time: 8.4979743958, propagate_forward_time: 532.3201293945, propagate_backward_time: 920.8956909180, weight_update_time: 0.6857071519, other_time: 13.8641357422
epoch time: 110.3902511597s, input_fired_time: 1.4499098063, output_fired_time: 0.0000000000, propagate_forward_time: 106.6067810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3335571289
validation[          , genome 11225] predictions:    6603/  10000 (66.03%), best:    6649/10000 (66.49%), error:     10040.93066, best error:      9966.32520 on epoch:    58, epoch:   59/100, mu: 0.9696120024, learning_rate: 0.0000026630, weight_decay: 0.0000138117

epoch time: 1498.8852539063s, input_fired_time: 24.6819133759, output_fired_time: 8.4971599579, propagate_forward_time: 531.6510009766, propagate_backward_time: 920.2566528320, weight_update_time: 0.6831172109, other_time: 13.7985229492
epoch time: 110.3961181641s, input_fired_time: 1.4502793550, output_fired_time: 0.0000000000, propagate_forward_time: 106.6064224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3394165039
validation[          , genome 11225] predictions:    6655/  10000 (66.55%), best:    6655/10000 (66.55%), error:      9895.93848, best error:      9895.93848 on epoch:    60, epoch:   60/100, mu: 0.9707025886, learning_rate: 0.0000024636, weight_decay: 0.0000129974

epoch time: 1499.7453613281s, input_fired_time: 24.6822032928, output_fired_time: 8.4940586090, propagate_forward_time: 532.1879272461, propagate_backward_time: 920.5584716797, weight_update_time: 0.6843145490, other_time: 13.8226928711
epoch time: 110.3807678223s, input_fired_time: 1.4502475262, output_fired_time: 0.0000000000, propagate_forward_time: 106.5920791626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3384399414
validation[          , genome 11225] predictions:    6595/  10000 (65.95%), best:    6655/10000 (66.55%), error:      9951.17480, best error:      9895.93848 on epoch:    60, epoch:   61/100, mu: 0.9717348218, learning_rate: 0.0000022792, weight_decay: 0.0000122312

epoch time: 1499.6475830078s, input_fired_time: 24.6883583069, output_fired_time: 8.4985036850, propagate_forward_time: 532.0261840820, propagate_backward_time: 920.6114501953, weight_update_time: 0.6829840541, other_time: 13.8230590820
epoch time: 110.3505096436s, input_fired_time: 1.4535055161, output_fired_time: 0.0000000000, propagate_forward_time: 106.5724945068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3245086670
validation[          , genome 11225] predictions:    6658/  10000 (66.58%), best:    6658/10000 (66.58%), error:      9881.92383, best error:      9881.92383 on epoch:    62, epoch:   62/100, mu: 0.9727118611, learning_rate: 0.0000021086, weight_decay: 0.0000115101

epoch time: 1499.2673339844s, input_fired_time: 24.6948547363, output_fired_time: 8.4984903336, propagate_forward_time: 531.9378662109, propagate_backward_time: 920.3278198242, weight_update_time: 0.6834086180, other_time: 13.8082885742
epoch time: 110.1850280762s, input_fired_time: 1.4524073601, output_fired_time: 0.0000000000, propagate_forward_time: 106.4162521362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3163681030
validation[          , genome 11225] predictions:    6694/  10000 (66.94%), best:    6694/10000 (66.94%), error:      9870.26270, best error:      9870.26270 on epoch:    63, epoch:   63/100, mu: 0.9736366272, learning_rate: 0.0000019508, weight_decay: 0.0000108315

epoch time: 1499.5955810547s, input_fired_time: 24.7069911957, output_fired_time: 8.4991493225, propagate_forward_time: 531.9412841797, propagate_backward_time: 920.6342163086, weight_update_time: 0.6829789281, other_time: 13.8139038086
epoch time: 110.2465133667s, input_fired_time: 1.4554933310, output_fired_time: 0.0000000000, propagate_forward_time: 106.4643096924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3267135620
validation[          , genome 11225] predictions:    6599/  10000 (65.99%), best:    6694/10000 (66.94%), error:     10006.42285, best error:      9870.26270 on epoch:    63, epoch:   64/100, mu: 0.9745119214, learning_rate: 0.0000018048, weight_decay: 0.0000101930

epoch time: 1498.9493408203s, input_fired_time: 24.6986865997, output_fired_time: 8.4968585968, propagate_forward_time: 531.6544799805, propagate_backward_time: 920.2772216797, weight_update_time: 0.6826639771, other_time: 13.8220825195
epoch time: 110.3280410767s, input_fired_time: 1.4532672167, output_fired_time: 0.0000000000, propagate_forward_time: 106.5519180298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3228530884
validation[          , genome 11225] predictions:    6682/  10000 (66.82%), best:    6682/10000 (66.82%), error:      9837.24121, best error:      9837.24121 on epoch:    65, epoch:   65/100, mu: 0.9753403664, learning_rate: 0.0000016697, weight_decay: 0.0000095920

epoch time: 1499.7164306641s, input_fired_time: 24.7216453552, output_fired_time: 8.5080022812, propagate_forward_time: 531.8888549805, propagate_backward_time: 920.7460937500, weight_update_time: 0.6840394735, other_time: 13.8517456055
epoch time: 110.4258499146s, input_fired_time: 1.4565234184, output_fired_time: 0.0000000000, propagate_forward_time: 106.6256256104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3437042236
validation[          , genome 11225] predictions:    6662/  10000 (66.62%), best:    6682/10000 (66.82%), error:      9854.99805, best error:      9837.24121 on epoch:    65, epoch:   66/100, mu: 0.9761245251, learning_rate: 0.0000015447, weight_decay: 0.0000090266

epoch time: 1498.8735351563s, input_fired_time: 24.7131023407, output_fired_time: 8.4981517792, propagate_forward_time: 531.7366333008, propagate_backward_time: 920.1249389648, weight_update_time: 0.6822133660, other_time: 13.8006591797
epoch time: 110.3860855103s, input_fired_time: 1.4576058388, output_fired_time: 0.0000000000, propagate_forward_time: 106.6082992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3201828003
validation[          , genome 11225] predictions:    6696/  10000 (66.96%), best:    6682/10000 (66.82%), error:      9861.20898, best error:      9837.24121 on epoch:    65, epoch:   67/100, mu: 0.9768667221, learning_rate: 0.0000014291, weight_decay: 0.0000084944

epoch time: 1499.1364746094s, input_fired_time: 24.7372455597, output_fired_time: 8.4967050552, propagate_forward_time: 531.7321166992, propagate_backward_time: 920.3669433594, weight_update_time: 0.6825888753, other_time: 13.8034057617
epoch time: 110.2178802490s, input_fired_time: 1.4579728842, output_fired_time: 0.0000000000, propagate_forward_time: 106.4370956421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3228149414
validation[          , genome 11225] predictions:    6694/  10000 (66.94%), best:    6694/10000 (66.94%), error:      9811.37598, best error:      9811.37598 on epoch:    68, epoch:   68/100, mu: 0.9775692225, learning_rate: 0.0000013221, weight_decay: 0.0000079936

epoch time: 1498.9171142578s, input_fired_time: 24.7269954681, output_fired_time: 8.4913120270, propagate_forward_time: 531.6315917969, propagate_backward_time: 920.2703857422, weight_update_time: 0.6829496622, other_time: 13.7967529297
epoch time: 110.2577056885s, input_fired_time: 1.4584212303, output_fired_time: 0.0000000000, propagate_forward_time: 106.4707641602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3285217285
validation[          , genome 11225] predictions:    6712/  10000 (67.12%), best:    6712/10000 (67.12%), error:      9803.07617, best error:      9803.07617 on epoch:    69, epoch:   69/100, mu: 0.9782341719, learning_rate: 0.0000012232, weight_decay: 0.0000075224

epoch time: 1499.8868408203s, input_fired_time: 24.7383956909, output_fired_time: 8.4955911636, propagate_forward_time: 532.0509033203, propagate_backward_time: 920.7647094727, weight_update_time: 0.6829388738, other_time: 13.8372192383
epoch time: 110.4773330688s, input_fired_time: 1.4612331390, output_fired_time: 0.0000000000, propagate_forward_time: 106.6709060669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3451919556
validation[          , genome 11225] predictions:    6688/  10000 (66.88%), best:    6712/10000 (67.12%), error:      9836.06445, best error:      9803.07617 on epoch:    69, epoch:   70/100, mu: 0.9788635373, learning_rate: 0.0000011316, weight_decay: 0.0000070789

epoch time: 1500.0258789063s, input_fired_time: 24.7373371124, output_fired_time: 8.5053768158, propagate_forward_time: 531.9322509766, propagate_backward_time: 921.0317993164, weight_update_time: 0.6834324598, other_time: 13.8191528320
epoch time: 110.3379821777s, input_fired_time: 1.4578698874, output_fired_time: 0.0000000000, propagate_forward_time: 106.5494613647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3306503296
validation[          , genome 11225] predictions:    6695/  10000 (66.95%), best:    6712/10000 (67.12%), error:      9845.63965, best error:      9803.07617 on epoch:    69, epoch:   71/100, mu: 0.9794592261, learning_rate: 0.0000010469, weight_decay: 0.0000066615

epoch time: 1501.2413330078s, input_fired_time: 24.7510185242, output_fired_time: 8.5152349472, propagate_forward_time: 532.5643310547, propagate_backward_time: 921.5677490234, weight_update_time: 0.6842036247, other_time: 13.8430175781
epoch time: 110.3699493408s, input_fired_time: 1.4613623619, output_fired_time: 0.0000000000, propagate_forward_time: 106.5761718750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3324127197
validation[          , genome 11225] predictions:    6674/  10000 (66.74%), best:    6712/10000 (67.12%), error:      9825.95508, best error:      9803.07617 on epoch:    69, epoch:   72/100, mu: 0.9800230861, learning_rate: 0.0000009686, weight_decay: 0.0000062688

epoch time: 1501.2208251953s, input_fired_time: 24.7568435669, output_fired_time: 8.5163154602, propagate_forward_time: 532.5537719727, propagate_backward_time: 921.5347900391, weight_update_time: 0.6838464141, other_time: 13.8590698242
epoch time: 110.2751159668s, input_fired_time: 1.4617589712, output_fired_time: 0.0000000000, propagate_forward_time: 106.4868164063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3265380859
validation[          , genome 11225] predictions:    6682/  10000 (66.82%), best:    6682/10000 (66.82%), error:      9801.20215, best error:      9801.20215 on epoch:    73, epoch:   73/100, mu: 0.9805567265, learning_rate: 0.0000008961, weight_decay: 0.0000058992

epoch time: 1502.5654296875s, input_fired_time: 24.7600173950, output_fired_time: 8.5234146118, propagate_forward_time: 532.6663818359, propagate_backward_time: 922.7346801758, weight_update_time: 0.6850653291, other_time: 13.8809204102
epoch time: 110.6210098267s, input_fired_time: 1.4661026001, output_fired_time: 0.0000000000, propagate_forward_time: 106.8057022095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3492050171
validation[          , genome 11225] predictions:    6685/  10000 (66.85%), best:    6682/10000 (66.82%), error:      9858.90234, best error:      9801.20215 on epoch:    73, epoch:   74/100, mu: 0.9810618758, learning_rate: 0.0000008290, weight_decay: 0.0000055515

epoch time: 1501.5799560547s, input_fired_time: 24.7643547058, output_fired_time: 8.5044679642, propagate_forward_time: 532.3995361328, propagate_backward_time: 922.0182495117, weight_update_time: 0.6866733432, other_time: 13.8932495117
epoch time: 110.3719177246s, input_fired_time: 1.4643684626, output_fired_time: 0.0000000000, propagate_forward_time: 106.5618896484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3456573486
validation[          , genome 11225] predictions:    6658/  10000 (66.58%), best:    6682/10000 (66.82%), error:      9833.86035, best error:      9801.20215 on epoch:    73, epoch:   75/100, mu: 0.9815399647, learning_rate: 0.0000007669, weight_decay: 0.0000052242

epoch time: 1502.3173828125s, input_fired_time: 24.7683372498, output_fired_time: 8.5121469498, propagate_forward_time: 532.8900146484, propagate_backward_time: 922.2702636719, weight_update_time: 0.6848473549, other_time: 13.8765869141
epoch time: 110.4523239136s, input_fired_time: 1.4675784111, output_fired_time: 0.0000000000, propagate_forward_time: 106.6366348267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3481140137
validation[          , genome 11225] predictions:    6699/  10000 (66.99%), best:    6699/10000 (66.99%), error:      9776.08008, best error:      9776.08008 on epoch:    76, epoch:   76/100, mu: 0.9819924831, learning_rate: 0.0000007095, weight_decay: 0.0000049162

epoch time: 1501.6562500000s, input_fired_time: 24.7652034760, output_fired_time: 8.5082521439, propagate_forward_time: 532.4414062500, propagate_backward_time: 922.0646362305, weight_update_time: 0.6855123043, other_time: 13.8766479492
epoch time: 110.4307403564s, input_fired_time: 1.4644373655, output_fired_time: 0.0000000000, propagate_forward_time: 106.6227951050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3435058594
validation[          , genome 11225] predictions:    6681/  10000 (66.81%), best:    6699/10000 (66.99%), error:      9873.05469, best error:      9776.08008 on epoch:    76, epoch:   77/100, mu: 0.9824208021, learning_rate: 0.0000006564, weight_decay: 0.0000046264

epoch time: 1501.9454345703s, input_fired_time: 24.7829799652, output_fired_time: 8.5079927444, propagate_forward_time: 533.0009765625, propagate_backward_time: 921.7778320313, weight_update_time: 0.6852045059, other_time: 13.8757324219
epoch time: 110.7896728516s, input_fired_time: 1.4666603804, output_fired_time: 0.0000000000, propagate_forward_time: 106.9810943604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3419189453
validation[          , genome 11225] predictions:    6714/  10000 (67.14%), best:    6699/10000 (66.99%), error:      9799.30371, best error:      9776.08008 on epoch:    76, epoch:   78/100, mu: 0.9828262329, learning_rate: 0.0000006073, weight_decay: 0.0000043536

epoch time: 1501.5030517578s, input_fired_time: 24.7813453674, output_fired_time: 8.5091123581, propagate_forward_time: 532.2816772461, propagate_backward_time: 922.0434570313, weight_update_time: 0.6841775775, other_time: 13.8873901367
epoch time: 110.4037322998s, input_fired_time: 1.4654356241, output_fired_time: 0.0000000000, propagate_forward_time: 106.6064300537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3318634033
validation[          , genome 11225] predictions:    6705/  10000 (67.05%), best:    6699/10000 (66.99%), error:      9788.95313, best error:      9776.08008 on epoch:    76, epoch:   79/100, mu: 0.9832099676, learning_rate: 0.0000005618, weight_decay: 0.0000040969

epoch time: 1501.1141357422s, input_fired_time: 24.7783966064, output_fired_time: 8.5028457642, propagate_forward_time: 532.1343994141, propagate_backward_time: 921.8388671875, weight_update_time: 0.6848088503, other_time: 13.8596191406
epoch time: 110.2746200562s, input_fired_time: 1.4652748108, output_fired_time: 0.0000000000, propagate_forward_time: 106.4498367310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3595046997
validation[          , genome 11225] predictions:    6705/  10000 (67.05%), best:    6699/10000 (66.99%), error:      9785.35938, best error:      9776.08008 on epoch:    76, epoch:   80/100, mu: 0.9835731983, learning_rate: 0.0000005198, weight_decay: 0.0000038554

epoch time: 1501.0804443359s, input_fired_time: 24.7798233032, output_fired_time: 8.5038833618, propagate_forward_time: 532.5034790039, propagate_backward_time: 921.4179077148, weight_update_time: 0.6853187084, other_time: 13.8753662109
epoch time: 110.4570083618s, input_fired_time: 1.4711607695, output_fired_time: 0.0000000000, propagate_forward_time: 106.6362380981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3496093750
validation[          , genome 11225] predictions:    6689/  10000 (66.89%), best:    6699/10000 (66.99%), error:      9804.78613, best error:      9776.08008 on epoch:    76, epoch:   81/100, mu: 0.9839169979, learning_rate: 0.0000004809, weight_decay: 0.0000036281

epoch time: 1502.2597656250s, input_fired_time: 24.7905960083, output_fired_time: 8.4987287521, propagate_forward_time: 532.9375610352, propagate_backward_time: 922.1618041992, weight_update_time: 0.6851143241, other_time: 13.8709716797
epoch time: 110.3483428955s, input_fired_time: 1.4680718184, output_fired_time: 0.0000000000, propagate_forward_time: 106.5420913696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3381805420
validation[          , genome 11225] predictions:    6743/  10000 (67.43%), best:    6743/10000 (67.43%), error:      9750.74414, best error:      9750.74414 on epoch:    82, epoch:   82/100, mu: 0.9842423797, learning_rate: 0.0000004449, weight_decay: 0.0000034142

epoch time: 1502.8409423828s, input_fired_time: 24.7963848114, output_fired_time: 8.5139970779, propagate_forward_time: 533.0772705078, propagate_backward_time: 922.5553588867, weight_update_time: 0.6854614615, other_time: 13.8978881836
epoch time: 110.2670059204s, input_fired_time: 1.4671040773, output_fired_time: 0.0000000000, propagate_forward_time: 106.4779815674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3219223022
validation[          , genome 11225] predictions:    6755/  10000 (67.55%), best:    6755/10000 (67.55%), error:      9748.53711, best error:      9748.53711 on epoch:    83, epoch:   83/100, mu: 0.9845503569, learning_rate: 0.0000004116, weight_decay: 0.0000032129

epoch time: 1503.3118896484s, input_fired_time: 24.8177661896, output_fired_time: 8.5355796814, propagate_forward_time: 533.1117553711, propagate_backward_time: 922.9440917969, weight_update_time: 0.6859405041, other_time: 13.9027709961
epoch time: 110.6192779541s, input_fired_time: 1.4715234041, output_fired_time: 0.0000000000, propagate_forward_time: 106.7819671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3657836914
validation[          , genome 11225] predictions:    6662/  10000 (66.62%), best:    6755/10000 (67.55%), error:      9836.71582, best error:      9748.53711 on epoch:    83, epoch:   84/100, mu: 0.9848418832, learning_rate: 0.0000003808, weight_decay: 0.0000030235

epoch time: 1502.7534179688s, input_fired_time: 24.8230838776, output_fired_time: 8.5218563080, propagate_forward_time: 533.3005981445, propagate_backward_time: 922.1873168945, weight_update_time: 0.6861318350, other_time: 13.9205322266
epoch time: 110.2741088867s, input_fired_time: 1.4674960375, output_fired_time: 0.0000000000, propagate_forward_time: 106.4648361206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3417739868
validation[          , genome 11225] predictions:    6734/  10000 (67.34%), best:    6755/10000 (67.55%), error:      9781.55957, best error:      9748.53711 on epoch:    83, epoch:   85/100, mu: 0.9851177931, learning_rate: 0.0000003523, weight_decay: 0.0000028453

epoch time: 1504.2261962891s, input_fired_time: 24.8188438416, output_fired_time: 8.5244302750, propagate_forward_time: 533.2308959961, propagate_backward_time: 923.7364501953, weight_update_time: 0.6862272620, other_time: 13.9155883789
epoch time: 111.1457901001s, input_fired_time: 1.4750558138, output_fired_time: 0.0000000000, propagate_forward_time: 107.3269882202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3437423706
validation[          , genome 11225] predictions:    6729/  10000 (67.29%), best:    6755/10000 (67.55%), error:      9759.37695, best error:      9748.53711 on epoch:    83, epoch:   86/100, mu: 0.9853789210, learning_rate: 0.0000003259, weight_decay: 0.0000026775

epoch time: 1506.9427490234s, input_fired_time: 24.8403549194, output_fired_time: 8.5392398834, propagate_forward_time: 534.8316650391, propagate_backward_time: 924.7960815430, weight_update_time: 0.6897564530, other_time: 13.9354858398
epoch time: 124.2503433228s, input_fired_time: 1.5877521038, output_fired_time: 0.0000000000, propagate_forward_time: 120.1768951416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4856948853
validation[          , genome 11225] predictions:    6727/  10000 (67.27%), best:    6755/10000 (67.55%), error:      9760.16797, best error:      9748.53711 on epoch:    83, epoch:   87/100, mu: 0.9856261015, learning_rate: 0.0000003015, weight_decay: 0.0000025197

epoch time: 1566.0007324219s, input_fired_time: 25.0787906647, output_fired_time: 8.8153057098, propagate_forward_time: 558.5979003906, propagate_backward_time: 959.3156738281, weight_update_time: 0.7012230158, other_time: 14.1931152344
epoch time: 114.5353546143s, input_fired_time: 1.5053758621, output_fired_time: 0.0000000000, propagate_forward_time: 110.6530151367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3769607544
validation[          , genome 11225] predictions:    6738/  10000 (67.38%), best:    6755/10000 (67.55%), error:      9750.35352, best error:      9748.53711 on epoch:    83, epoch:   88/100, mu: 0.9858600497, learning_rate: 0.0000002790, weight_decay: 0.0000023711

epoch time: 1505.9062500000s, input_fired_time: 24.8467025757, output_fired_time: 8.5302753448, propagate_forward_time: 534.6613769531, propagate_backward_time: 923.9505004883, weight_update_time: 0.6868163943, other_time: 13.9174194336
epoch time: 111.5842056274s, input_fired_time: 1.4805716276, output_fired_time: 0.0000000000, propagate_forward_time: 107.7470474243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3565902710
validation[          , genome 11225] predictions:    6734/  10000 (67.34%), best:    6734/10000 (67.34%), error:      9734.91992, best error:      9734.91992 on epoch:    89, epoch:   89/100, mu: 0.9860814810, learning_rate: 0.0000002581, weight_decay: 0.0000022313

epoch time: 1505.6453857422s, input_fired_time: 24.8387336731, output_fired_time: 8.5214052200, propagate_forward_time: 534.3739624023, propagate_backward_time: 923.9880371094, weight_update_time: 0.6869131327, other_time: 13.9232788086
epoch time: 110.4213256836s, input_fired_time: 1.4724016190, output_fired_time: 0.0000000000, propagate_forward_time: 106.5983276367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3505935669
validation[          , genome 11225] predictions:    6740/  10000 (67.40%), best:    6734/10000 (67.34%), error:      9772.24512, best error:      9734.91992 on epoch:    89, epoch:   90/100, mu: 0.9862911105, learning_rate: 0.0000002388, weight_decay: 0.0000020998

epoch time: 1505.3452148438s, input_fired_time: 24.8417778015, output_fired_time: 8.5272130966, propagate_forward_time: 533.7753906250, propagate_backward_time: 924.2598266602, weight_update_time: 0.6876185536, other_time: 13.9409790039
epoch time: 110.5425949097s, input_fired_time: 1.4747666121, output_fired_time: 0.0000000000, propagate_forward_time: 106.7353134155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3325119019
validation[          , genome 11225] predictions:    6785/  10000 (67.85%), best:    6785/10000 (67.85%), error:      9724.47559, best error:      9724.47559 on epoch:    91, epoch:   91/100, mu: 0.9864894748, learning_rate: 0.0000002209, weight_decay: 0.0000019760

epoch time: 1502.5871582031s, input_fired_time: 24.8287391663, output_fired_time: 8.5178623199, propagate_forward_time: 532.7214355469, propagate_backward_time: 922.6548461914, weight_update_time: 0.6849317551, other_time: 13.8643188477
epoch time: 110.7277679443s, input_fired_time: 1.4764777422, output_fired_time: 0.0000000000, propagate_forward_time: 106.9016494751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3496398926
validation[          , genome 11225] predictions:    6748/  10000 (67.48%), best:    6748/10000 (67.48%), error:      9718.49316, best error:      9718.49316 on epoch:    92, epoch:   92/100, mu: 0.9866772294, learning_rate: 0.0000002044, weight_decay: 0.0000018595

epoch time: 1502.8618164063s, input_fired_time: 24.8280181885, output_fired_time: 8.5201902390, propagate_forward_time: 532.8884887695, propagate_backward_time: 922.6862182617, weight_update_time: 0.6877112985, other_time: 13.9389648438
epoch time: 111.8906707764s, input_fired_time: 1.4803239107, output_fired_time: 0.0000000000, propagate_forward_time: 108.0650787354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3452682495
validation[          , genome 11225] predictions:    6751/  10000 (67.51%), best:    6748/10000 (67.48%), error:      9757.53516, best error:      9718.49316 on epoch:    92, epoch:   93/100, mu: 0.9868549705, learning_rate: 0.0000001891, weight_decay: 0.0000017499

epoch time: 1558.0605468750s, input_fired_time: 25.0483932495, output_fired_time: 8.7918434143, propagate_forward_time: 556.0786132813, propagate_backward_time: 954.0083618164, weight_update_time: 0.6985179186, other_time: 14.1333618164
epoch time: 110.3817214966s, input_fired_time: 1.4714913368, output_fired_time: 0.0000000000, propagate_forward_time: 106.5666503906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3435821533
validation[          , genome 11225] predictions:    6772/  10000 (67.72%), best:    6748/10000 (67.48%), error:      9725.41797, best error:      9718.49316 on epoch:    92, epoch:   94/100, mu: 0.9870231748, learning_rate: 0.0000001749, weight_decay: 0.0000016467

epoch time: 1563.3007812500s, input_fired_time: 25.0749588013, output_fired_time: 8.8059339523, propagate_forward_time: 558.0449218750, propagate_backward_time: 957.2446289063, weight_update_time: 0.7002100945, other_time: 14.1303710938
epoch time: 122.9689178467s, input_fired_time: 1.5794461966, output_fired_time: 0.0000000000, propagate_forward_time: 118.9428558350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4466171265
validation[          , genome 11225] predictions:    6759/  10000 (67.59%), best:    6759/10000 (67.59%), error:      9716.60449, best error:      9716.60449 on epoch:    95, epoch:   95/100, mu: 0.9871823788, learning_rate: 0.0000001618, weight_decay: 0.0000015496

epoch time: 1561.7583007813s, input_fired_time: 25.0697021484, output_fired_time: 8.7976293564, propagate_forward_time: 557.5192871094, propagate_backward_time: 956.1668701172, weight_update_time: 0.7005745173, other_time: 14.2048339844
epoch time: 110.2801055908s, input_fired_time: 1.4709783792, output_fired_time: 0.0000000000, propagate_forward_time: 106.4751968384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3339309692
validation[          , genome 11225] predictions:    6757/  10000 (67.57%), best:    6759/10000 (67.59%), error:      9732.83008, best error:      9716.60449 on epoch:    95, epoch:   96/100, mu: 0.9873331189, learning_rate: 0.0000001497, weight_decay: 0.0000014583

epoch time: 1566.1231689453s, input_fired_time: 25.0836162567, output_fired_time: 8.7952232361, propagate_forward_time: 559.6926269531, propagate_backward_time: 958.3569946289, weight_update_time: 0.7018961906, other_time: 14.1947631836
epoch time: 110.3915100098s, input_fired_time: 1.4731370211, output_fired_time: 0.0000000000, propagate_forward_time: 106.5708007813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3475723267
validation[          , genome 11225] predictions:    6739/  10000 (67.39%), best:    6759/10000 (67.59%), error:      9750.34668, best error:      9716.60449 on epoch:    95, epoch:   97/100, mu: 0.9874757528, learning_rate: 0.0000001385, weight_decay: 0.0000013723

epoch time: 1620.0722656250s, input_fired_time: 25.3169879913, output_fired_time: 9.1066484451, propagate_forward_time: 581.1235351563, propagate_backward_time: 990.1794433594, weight_update_time: 0.7109662890, other_time: 14.3455810547
epoch time: 130.6775817871s, input_fired_time: 1.6468720436, output_fired_time: 0.0000000000, propagate_forward_time: 126.5038070679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5269088745
validation[          , genome 11225] predictions:    6750/  10000 (67.50%), best:    6759/10000 (67.59%), error:      9731.18359, best error:      9716.60449 on epoch:    95, epoch:   98/100, mu: 0.9876107574, learning_rate: 0.0000001281, weight_decay: 0.0000012914

epoch time: 1608.1075439453s, input_fired_time: 25.2566814423, output_fired_time: 9.0118913651, propagate_forward_time: 577.2835693359, propagate_backward_time: 982.2058105469, weight_update_time: 0.7115194798, other_time: 14.3496093750
epoch time: 112.4279937744s, input_fired_time: 1.4892206192, output_fired_time: 0.0000000000, propagate_forward_time: 108.5631713867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3756027222
validation[          , genome 11225] predictions:    6735/  10000 (67.35%), best:    6759/10000 (67.59%), error:      9762.12109, best error:      9716.60449 on epoch:    95, epoch:   99/100, mu: 0.9877385497, learning_rate: 0.0000001185, weight_decay: 0.0000012153

epoch time: 1585.7607421875s, input_fired_time: 25.1700019836, output_fired_time: 8.9110193253, propagate_forward_time: 567.7000732422, propagate_backward_time: 969.7014770508, weight_update_time: 0.7073130012, other_time: 14.2781372070
epoch time: 127.8776321411s, input_fired_time: 1.6222658157, output_fired_time: 0.0000000000, propagate_forward_time: 123.7571487427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4982147217
validation[          , genome 11225] predictions:    6743/  10000 (67.43%), best:    6759/10000 (67.59%), error:      9750.47168, best error:      9716.60449 on epoch:    95, epoch:  100/100, mu: 0.9878594875, learning_rate: 0.0000001097, weight_decay: 0.0000011436

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 595.7161254883s, input_fired_time: 7.7358155251, output_fired_time: 0.0000000000, propagate_forward_time: 575.7758789063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 12.2044067383
best training[          , genome 11225] predictions:   35226/  50000 (70.45%), best:    6759/10000 (67.59%), error:     44990.38281, best error:      9716.60449 on epoch:    95, epoch:  101/100, mu: 0.9879739881, learning_rate: 0.0000001015, weight_decay: 0.0000010762
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 116.7750167847s, input_fired_time: 1.5236983299, output_fired_time: 0.0000000000, propagate_forward_time: 112.8496856689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4016342163
   testing[          , genome 11225] predictions:    6759/  10000 (67.59%), best:    6759/10000 (67.59%), error:      9716.60449, best error:      9716.60449 on epoch:    95, epoch:  101/100, mu: 0.9879739881, learning_rate: 0.0000001015, weight_decay: 0.0000010762
backpropagation finished successfully!
05:38:06 (4788): called boinc_finish(0)

</stderr_txt>
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