Nameexact_genome_1512568488_42_6945_0
Workunit2605942
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline15 Dec 2017, 6:37:32 UTC
Received8 Dec 2017, 2:17:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 4 min 15 sec
CPU time2 hours 3 min 51 sec
Validate stateValid
Credit1,830.18
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 67.5373458862s, input_fired_time: 0.9813994169, output_fired_time: 0.6530359387, propagate_forward_time: 26.3255233765, propagate_backward_time: 37.6038551331, weight_update_time: 0.0919576585, other_time: 1.9735298157
epoch time: 5.7073721886s, input_fired_time: 0.1097058430, output_fired_time: 0.0000000000, propagate_forward_time: 5.2563738823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412923813
validation[          , genome  6945] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       949.88892, best error:       805.93304 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 67.6599349976s, input_fired_time: 0.9863477945, output_fired_time: 0.6581745744, propagate_forward_time: 26.3883895874, propagate_backward_time: 37.6325988770, weight_update_time: 0.0930038318, other_time: 1.9944229126
epoch time: 5.7271146774s, input_fired_time: 0.1108117327, output_fired_time: 0.0000000000, propagate_forward_time: 5.2705783844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457245827
validation[          , genome  6945] predictions:    9727/  10000 (97.27%), best:    9748/10000 (97.48%), error:       908.76471, best error:       805.93304 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 67.2242279053s, input_fired_time: 0.9774393439, output_fired_time: 0.6528766155, propagate_forward_time: 26.2799434662, propagate_backward_time: 37.3439521790, weight_update_time: 0.0920840278, other_time: 1.9700126648
epoch time: 5.6906256676s, input_fired_time: 0.1068650782, output_fired_time: 0.0000000000, propagate_forward_time: 5.2445321083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3392286301
validation[          , genome  6945] predictions:    9726/  10000 (97.26%), best:    9748/10000 (97.48%), error:       945.93146, best error:       805.93304 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 67.1706466675s, input_fired_time: 0.9792084694, output_fired_time: 0.6536956429, propagate_forward_time: 26.2275791168, propagate_backward_time: 37.3557090759, weight_update_time: 0.0912122503, other_time: 1.9544563293
epoch time: 5.6743936539s, input_fired_time: 0.1071151048, output_fired_time: 0.0000000000, propagate_forward_time: 5.2278971672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393812180
validation[          , genome  6945] predictions:    9719/  10000 (97.19%), best:    9748/10000 (97.48%), error:       924.06305, best error:       805.93304 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 67.3077926636s, input_fired_time: 0.9787370563, output_fired_time: 0.6509444714, propagate_forward_time: 26.3124256134, propagate_backward_time: 37.3900451660, weight_update_time: 0.0920851082, other_time: 1.9756393433
epoch time: 5.6656756401s, input_fired_time: 0.1050768346, output_fired_time: 0.0000000000, propagate_forward_time: 5.2271842957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3334145546
validation[          , genome  6945] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       762.10187, best error:       762.10187 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 67.6185073853s, input_fired_time: 0.9821557999, output_fired_time: 0.6553773880, propagate_forward_time: 26.3888931274, propagate_backward_time: 37.6171798706, weight_update_time: 0.0923156291, other_time: 1.9748992920
epoch time: 5.6747980118s, input_fired_time: 0.1090417206, output_fired_time: 0.0000000000, propagate_forward_time: 5.2282762527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374800682
validation[          , genome  6945] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       819.41534, best error:       762.10187 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.7066040039s, input_fired_time: 1.0023593903, output_fired_time: 0.6572936773, propagate_forward_time: 26.4144687653, propagate_backward_time: 37.6373405457, weight_update_time: 0.0921540037, other_time: 1.9951438904
epoch time: 5.7671546936s, input_fired_time: 0.1103539243, output_fired_time: 0.0000000000, propagate_forward_time: 5.3105568886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462438583
validation[          , genome  6945] predictions:    9716/  10000 (97.16%), best:    9767/10000 (97.67%), error:       933.44843, best error:       762.10187 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 67.4954147339s, input_fired_time: 0.9956206679, output_fired_time: 0.6553611755, propagate_forward_time: 26.3686656952, propagate_backward_time: 37.4932861328, weight_update_time: 0.0921755135, other_time: 1.9824829102
epoch time: 5.7160234451s, input_fired_time: 0.1080452129, output_fired_time: 0.0000000000, propagate_forward_time: 5.2687969208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391814232
validation[          , genome  6945] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       798.25903, best error:       762.10187 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 67.5092086792s, input_fired_time: 0.9925061464, output_fired_time: 0.6744330525, propagate_forward_time: 26.4281482697, propagate_backward_time: 37.4401855469, weight_update_time: 0.0920307785, other_time: 1.9739379883
epoch time: 5.7118964195s, input_fired_time: 0.1097138524, output_fired_time: 0.0000000000, propagate_forward_time: 5.2637057304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384766579
validation[          , genome  6945] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       849.83539, best error:       762.10187 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 67.3708572388s, input_fired_time: 0.9933897853, output_fired_time: 0.6548746824, propagate_forward_time: 26.2852954865, propagate_backward_time: 37.4579353333, weight_update_time: 0.0921747684, other_time: 1.9793586731
epoch time: 5.7052969933s, input_fired_time: 0.1105917990, output_fired_time: 0.0000000000, propagate_forward_time: 5.2502784729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3444266319
validation[          , genome  6945] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       800.69434, best error:       762.10187 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 67.9906692505s, input_fired_time: 1.0099416971, output_fired_time: 0.6545366049, propagate_forward_time: 26.5597915649, propagate_backward_time: 37.7786407471, weight_update_time: 0.0990185738, other_time: 1.9877624512
epoch time: 5.7420558929s, input_fired_time: 0.1127264500, output_fired_time: 0.0000000000, propagate_forward_time: 5.2867717743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425579071
validation[          , genome  6945] predictions:    9688/  10000 (96.88%), best:    9767/10000 (97.67%), error:       942.28137, best error:       762.10187 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 67.0809783936s, input_fired_time: 0.9847480655, output_fired_time: 0.6490082741, propagate_forward_time: 26.2663307190, propagate_backward_time: 37.2505531311, weight_update_time: 0.0897985622, other_time: 1.9303359985
epoch time: 5.7937517166s, input_fired_time: 0.1069023237, output_fired_time: 0.0000000000, propagate_forward_time: 5.3492918015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375577927
validation[          , genome  6945] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       855.72272, best error:       762.10187 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 67.5370635986s, input_fired_time: 1.0021438599, output_fired_time: 0.6534009576, propagate_forward_time: 26.3503646851, propagate_backward_time: 37.5661582947, weight_update_time: 0.0909152478, other_time: 1.9649925232
epoch time: 5.7476477623s, input_fired_time: 0.1052032262, output_fired_time: 0.0000000000, propagate_forward_time: 5.3062558174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3361887932
validation[          , genome  6945] predictions:    9711/  10000 (97.11%), best:    9767/10000 (97.67%), error:       895.75287, best error:       762.10187 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 68.2526779175s, input_fired_time: 1.0189988613, output_fired_time: 0.6576360464, propagate_forward_time: 26.6453266144, propagate_backward_time: 37.9014854431, weight_update_time: 0.0935305208, other_time: 2.0292320251
epoch time: 5.7581853867s, input_fired_time: 0.1063249186, output_fired_time: 0.0000000000, propagate_forward_time: 5.3160700798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357901573
validation[          , genome  6945] predictions:    9771/  10000 (97.71%), best:    9767/10000 (97.67%), error:       767.22314, best error:       762.10187 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 67.6283569336s, input_fired_time: 0.9785665274, output_fired_time: 0.6524193287, propagate_forward_time: 26.4569072723, propagate_backward_time: 37.6378631592, weight_update_time: 0.0881601572, other_time: 1.9025955200
epoch time: 5.7524294853s, input_fired_time: 0.1051765606, output_fired_time: 0.0000000000, propagate_forward_time: 5.3097100258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375430107
validation[          , genome  6945] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       926.05750, best error:       762.10187 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 67.4514846802s, input_fired_time: 0.9893873930, output_fired_time: 0.6549141407, propagate_forward_time: 26.2936954498, propagate_backward_time: 37.5581398010, weight_update_time: 0.0902667493, other_time: 1.9553489685
epoch time: 5.7015051842s, input_fired_time: 0.1125518233, output_fired_time: 0.0000000000, propagate_forward_time: 5.2434463501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455071449
validation[          , genome  6945] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       857.91608, best error:       762.10187 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 67.3120803833s, input_fired_time: 1.0252104998, output_fired_time: 0.6555105448, propagate_forward_time: 26.2536468506, propagate_backward_time: 37.3558235168, weight_update_time: 0.0928621218, other_time: 2.0218925476
epoch time: 5.7464442253s, input_fired_time: 0.1071773767, output_fired_time: 0.0000000000, propagate_forward_time: 5.3001794815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390874863
validation[          , genome  6945] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       815.95288, best error:       762.10187 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 67.6619720459s, input_fired_time: 0.9973089695, output_fired_time: 0.6541595459, propagate_forward_time: 26.4414405823, propagate_backward_time: 37.5876007080, weight_update_time: 0.0904625803, other_time: 1.9814643860
epoch time: 5.7010164261s, input_fired_time: 0.1109471843, output_fired_time: 0.0000000000, propagate_forward_time: 5.2446813583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3453879356
validation[          , genome  6945] predictions:    9754/  10000 (97.54%), best:    9767/10000 (97.67%), error:       795.14807, best error:       762.10187 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 67.5291824341s, input_fired_time: 0.9822606444, output_fired_time: 0.6526148319, propagate_forward_time: 26.3764972687, propagate_backward_time: 37.5848159790, weight_update_time: 0.0886037201, other_time: 1.9329910278
epoch time: 5.6884684563s, input_fired_time: 0.1025954634, output_fired_time: 0.0000000000, propagate_forward_time: 5.2577853203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280878067
validation[          , genome  6945] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       852.98151, best error:       762.10187 on epoch:    18, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 67.8215866089s, input_fired_time: 0.9802428484, output_fired_time: 0.6537702084, propagate_forward_time: 26.5272521973, propagate_backward_time: 37.7304801941, weight_update_time: 0.0894763619, other_time: 1.9298439026
epoch time: 5.6941895485s, input_fired_time: 0.1036271155, output_fired_time: 0.0000000000, propagate_forward_time: 5.2631464005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274159431
validation[          , genome  6945] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       763.92468, best error:       762.10187 on epoch:    18, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 67.9395523071s, input_fired_time: 0.9853485823, output_fired_time: 0.6543442011, propagate_forward_time: 26.5164813995, propagate_backward_time: 37.8231430054, weight_update_time: 0.0898523852, other_time: 1.9602355957
epoch time: 5.6900634766s, input_fired_time: 0.1104844511, output_fired_time: 0.0000000000, propagate_forward_time: 5.2374157906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421630859
validation[          , genome  6945] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       812.91302, best error:       762.10187 on epoch:    18, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 67.6728134155s, input_fired_time: 0.9918909669, output_fired_time: 0.6553766727, propagate_forward_time: 26.3813629150, propagate_backward_time: 37.6962547302, weight_update_time: 0.0893502161, other_time: 1.9479255676
epoch time: 5.6929864883s, input_fired_time: 0.1034391969, output_fired_time: 0.0000000000, propagate_forward_time: 5.2590103149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305368423
validation[          , genome  6945] predictions:    9772/  10000 (97.72%), best:    9767/10000 (97.67%), error:       820.42145, best error:       762.10187 on epoch:    18, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 67.9253768921s, input_fired_time: 0.9853149056, output_fired_time: 0.6638472080, propagate_forward_time: 26.4941444397, propagate_backward_time: 37.8331985474, weight_update_time: 0.0888936743, other_time: 1.9488716125
epoch time: 5.6667861938s, input_fired_time: 0.1028251573, output_fired_time: 0.0000000000, propagate_forward_time: 5.2373504639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266105652
validation[          , genome  6945] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       781.08954, best error:       762.10187 on epoch:    18, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 67.4639205933s, input_fired_time: 0.9898296595, output_fired_time: 0.6612514257, propagate_forward_time: 26.3228397369, propagate_backward_time: 37.5418624878, weight_update_time: 0.0897679254, other_time: 1.9481353760
epoch time: 5.6972899437s, input_fired_time: 0.1148058772, output_fired_time: 0.0000000000, propagate_forward_time: 5.2371864319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3452978134
validation[          , genome  6945] predictions:    9731/  10000 (97.31%), best:    9767/10000 (97.67%), error:       890.32904, best error:       762.10187 on epoch:    18, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 67.7392425537s, input_fired_time: 0.9888435006, output_fired_time: 0.6855855584, propagate_forward_time: 26.4577083588, propagate_backward_time: 37.6595458984, weight_update_time: 0.0899422765, other_time: 1.9475555420
epoch time: 5.7188029289s, input_fired_time: 0.1036206037, output_fired_time: 0.0000000000, propagate_forward_time: 5.2831077576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3320746422
validation[          , genome  6945] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       768.80603, best error:       762.10187 on epoch:    18, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 67.4861602783s, input_fired_time: 1.0055998564, output_fired_time: 0.6516899467, propagate_forward_time: 26.3148498535, propagate_backward_time: 37.5391120911, weight_update_time: 0.0915981904, other_time: 1.9749107361
epoch time: 5.7281575203s, input_fired_time: 0.1151972711, output_fired_time: 0.0000000000, propagate_forward_time: 5.2630138397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499464989
validation[          , genome  6945] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       828.79547, best error:       762.10187 on epoch:    18, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 67.4729690552s, input_fired_time: 1.0112832785, output_fired_time: 0.6519246697, propagate_forward_time: 26.3636741638, propagate_backward_time: 37.4557571411, weight_update_time: 0.0914990380, other_time: 1.9903297424
epoch time: 5.7476282120s, input_fired_time: 0.1047001630, output_fired_time: 0.0000000000, propagate_forward_time: 5.3090796471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3338484764
validation[          , genome  6945] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       932.37146, best error:       762.10187 on epoch:    18, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 67.5336151123s, input_fired_time: 0.9705324769, output_fired_time: 0.6591022015, propagate_forward_time: 26.3881874084, propagate_backward_time: 37.6161956787, weight_update_time: 0.0874630436, other_time: 1.8995933533
epoch time: 5.7254652977s, input_fired_time: 0.1046647951, output_fired_time: 0.0000000000, propagate_forward_time: 5.2903966904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304038048
validation[          , genome  6945] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       867.55695, best error:       762.10187 on epoch:    18, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 67.5433959961s, input_fired_time: 0.9952300787, output_fired_time: 0.6535177827, propagate_forward_time: 26.3695163727, propagate_backward_time: 37.5653190613, weight_update_time: 0.0902196914, other_time: 1.9598121643
epoch time: 5.8002471924s, input_fired_time: 0.1058533639, output_fired_time: 0.0000000000, propagate_forward_time: 5.3619542122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324394226
validation[          , genome  6945] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       885.55273, best error:       762.10187 on epoch:    18, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 67.8358917236s, input_fired_time: 1.0186871290, output_fired_time: 0.6542926431, propagate_forward_time: 26.4033813477, propagate_backward_time: 37.7216033936, weight_update_time: 0.0923650190, other_time: 2.0379333496
epoch time: 5.7413191795s, input_fired_time: 0.1140738428, output_fired_time: 0.0000000000, propagate_forward_time: 5.2733554840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538899422
validation[          , genome  6945] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       782.38147, best error:       762.10187 on epoch:    18, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 67.7033843994s, input_fired_time: 1.0074086189, output_fired_time: 0.6552244425, propagate_forward_time: 26.3223114014, propagate_backward_time: 37.7043571472, weight_update_time: 0.0917769969, other_time: 2.0140800476
epoch time: 5.6869125366s, input_fired_time: 0.1025310904, output_fired_time: 0.0000000000, propagate_forward_time: 5.2582488060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261327744
validation[          , genome  6945] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       827.34009, best error:       762.10187 on epoch:    18, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 67.5305099487s, input_fired_time: 0.9671368003, output_fired_time: 0.6520043015, propagate_forward_time: 26.3603343964, propagate_backward_time: 37.6524810791, weight_update_time: 0.0873930156, other_time: 1.8985443115
epoch time: 5.6885962486s, input_fired_time: 0.1026822850, output_fired_time: 0.0000000000, propagate_forward_time: 5.2586970329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272171021
validation[          , genome  6945] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       883.65723, best error:       762.10187 on epoch:    18, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 67.6292343140s, input_fired_time: 0.9972678423, output_fired_time: 0.6535403132, propagate_forward_time: 26.4350719452, propagate_backward_time: 37.5883178711, weight_update_time: 0.0903427303, other_time: 1.9550323486
epoch time: 5.7905645370s, input_fired_time: 0.1247917861, output_fired_time: 0.0000000000, propagate_forward_time: 5.3106002808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551726341
validation[          , genome  6945] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       854.41656, best error:       762.10187 on epoch:    18, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 67.7204742432s, input_fired_time: 1.0328904390, output_fired_time: 0.6561245918, propagate_forward_time: 26.4232254028, propagate_backward_time: 37.5696945190, weight_update_time: 0.0936071947, other_time: 2.0385360718
epoch time: 5.6945371628s, input_fired_time: 0.1155689731, output_fired_time: 0.0000000000, propagate_forward_time: 5.2350111008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3439569473
validation[          , genome  6945] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       941.66003, best error:       762.10187 on epoch:    18, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 67.3805541992s, input_fired_time: 1.0031455755, output_fired_time: 0.6516028047, propagate_forward_time: 26.3058471680, propagate_backward_time: 37.4567794800, weight_update_time: 0.0902816579, other_time: 1.9631805420
epoch time: 5.8498682976s, input_fired_time: 0.1057306826, output_fired_time: 0.0000000000, propagate_forward_time: 5.4178543091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262834549
validation[          , genome  6945] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       752.85107, best error:       752.85107 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 67.7451095581s, input_fired_time: 0.9943676591, output_fired_time: 0.6522078514, propagate_forward_time: 26.4255619049, propagate_backward_time: 37.7377929688, weight_update_time: 0.0901320353, other_time: 1.9351806641
epoch time: 5.7552442551s, input_fired_time: 0.1063906774, output_fired_time: 0.0000000000, propagate_forward_time: 5.3204431534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284106255
validation[          , genome  6945] predictions:    9768/  10000 (97.68%), best:    9769/10000 (97.69%), error:       753.45575, best error:       752.85107 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 67.3157348633s, input_fired_time: 1.0197422504, output_fired_time: 0.6528263688, propagate_forward_time: 26.2283744812, propagate_backward_time: 37.3814506531, weight_update_time: 0.0930182189, other_time: 2.0333404541
epoch time: 5.7181997299s, input_fired_time: 0.1124979928, output_fired_time: 0.0000000000, propagate_forward_time: 5.2602472305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454546928
validation[          , genome  6945] predictions:    9774/  10000 (97.74%), best:    9769/10000 (97.69%), error:       757.25403, best error:       752.85107 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 67.2535095215s, input_fired_time: 1.0144566298, output_fired_time: 0.6506416202, propagate_forward_time: 26.2075805664, propagate_backward_time: 37.3720474243, weight_update_time: 0.0925416276, other_time: 2.0087814331
epoch time: 5.6559672356s, input_fired_time: 0.1095359102, output_fired_time: 0.0000000000, propagate_forward_time: 5.2111515999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3352799416
validation[          , genome  6945] predictions:    9712/  10000 (97.12%), best:    9769/10000 (97.69%), error:       892.83228, best error:       752.85107 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 67.4455947876s, input_fired_time: 1.0074712038, output_fired_time: 0.6516624689, propagate_forward_time: 26.2752895355, propagate_backward_time: 37.5033340454, weight_update_time: 0.0914606452, other_time: 2.0078353882
epoch time: 5.7607712746s, input_fired_time: 0.1103197113, output_fired_time: 0.0000000000, propagate_forward_time: 5.3111052513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393464088
validation[          , genome  6945] predictions:    9711/  10000 (97.11%), best:    9769/10000 (97.69%), error:       983.58118, best error:       752.85107 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 67.8013000488s, input_fired_time: 1.0172004700, output_fired_time: 0.6520620584, propagate_forward_time: 26.4238243103, propagate_backward_time: 37.7370262146, weight_update_time: 0.0903252065, other_time: 1.9711914062
epoch time: 5.6893377304s, input_fired_time: 0.1122510582, output_fired_time: 0.0000000000, propagate_forward_time: 5.2372159958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398704529
validation[          , genome  6945] predictions:    9745/  10000 (97.45%), best:    9769/10000 (97.69%), error:       828.71503, best error:       752.85107 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 68.2269363403s, input_fired_time: 0.9890931249, output_fired_time: 0.6544164419, propagate_forward_time: 26.5406837463, propagate_backward_time: 38.0681915283, weight_update_time: 0.1199518815, other_time: 1.9745521545
epoch time: 5.6873168945s, input_fired_time: 0.1140690520, output_fired_time: 0.0000000000, propagate_forward_time: 5.2341012955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391466141
validation[          , genome  6945] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       909.56372, best error:       752.85107 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 67.6546859741s, input_fired_time: 1.0195724964, output_fired_time: 0.6512966156, propagate_forward_time: 26.3786582947, propagate_backward_time: 37.5764389038, weight_update_time: 0.0911531970, other_time: 2.0287208557
epoch time: 5.7703537941s, input_fired_time: 0.1117280424, output_fired_time: 0.0000000000, propagate_forward_time: 5.3208065033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3378190994
validation[          , genome  6945] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       742.06891, best error:       742.06891 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 67.4683074951s, input_fired_time: 1.0125660896, output_fired_time: 0.6519530416, propagate_forward_time: 26.2843780518, propagate_backward_time: 37.5226821899, weight_update_time: 0.0912936330, other_time: 1.9967269897
epoch time: 5.7013406754s, input_fired_time: 0.1055551618, output_fired_time: 0.0000000000, propagate_forward_time: 5.2665801048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292055130
validation[          , genome  6945] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       811.28467, best error:       742.06891 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 68.5803985596s, input_fired_time: 0.9880771637, output_fired_time: 0.6612409949, propagate_forward_time: 26.7318782806, propagate_backward_time: 38.2801284790, weight_update_time: 0.0888322964, other_time: 1.9190750122
epoch time: 5.7074618340s, input_fired_time: 0.1063987836, output_fired_time: 0.0000000000, propagate_forward_time: 5.2728652954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281979561
validation[          , genome  6945] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       800.27521, best error:       742.06891 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 67.6562728882s, input_fired_time: 1.0098348856, output_fired_time: 0.6541048288, propagate_forward_time: 26.4085483551, propagate_backward_time: 37.6460151672, weight_update_time: 0.0891774222, other_time: 1.9377708435
epoch time: 5.6782464981s, input_fired_time: 0.1137043908, output_fired_time: 0.0000000000, propagate_forward_time: 5.2260489464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3384933472
validation[          , genome  6945] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       758.43304, best error:       742.06891 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 67.1916656494s, input_fired_time: 0.9699932337, output_fired_time: 0.6519286633, propagate_forward_time: 26.2284832001, propagate_backward_time: 37.4722747803, weight_update_time: 0.0873231739, other_time: 1.8689804077
epoch time: 5.6880354881s, input_fired_time: 0.1045970246, output_fired_time: 0.0000000000, propagate_forward_time: 5.2609348297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225035667
validation[          , genome  6945] predictions:    9696/  10000 (96.96%), best:    9768/10000 (97.68%), error:       966.35779, best error:       742.06891 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.9918670654s, input_fired_time: 0.9674171209, output_fired_time: 0.6489588022, propagate_forward_time: 26.1895179749, propagate_backward_time: 37.3319511414, weight_update_time: 0.0865608305, other_time: 1.8540267944
epoch time: 5.6599636078s, input_fired_time: 0.1027596146, output_fired_time: 0.0000000000, propagate_forward_time: 5.2364068031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207969666
validation[          , genome  6945] predictions:    9716/  10000 (97.16%), best:    9768/10000 (97.68%), error:       920.97858, best error:       742.06891 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 68.0685653687s, input_fired_time: 1.0052696466, output_fired_time: 0.6578125954, propagate_forward_time: 26.5364627838, propagate_backward_time: 37.8895835876, weight_update_time: 0.0901546627, other_time: 1.9794349670
epoch time: 5.8173866272s, input_fired_time: 0.1211776957, output_fired_time: 0.0000000000, propagate_forward_time: 5.3417725563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544363976
validation[          , genome  6945] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       819.43646, best error:       742.06891 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 67.9682388306s, input_fired_time: 1.0407576561, output_fired_time: 0.6582769156, propagate_forward_time: 26.4283256531, propagate_backward_time: 37.7981338501, weight_update_time: 0.0929253101, other_time: 2.0427436829
epoch time: 5.8502402306s, input_fired_time: 0.1229180098, output_fired_time: 0.0000000000, propagate_forward_time: 5.3597025871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676195145
validation[          , genome  6945] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       828.59778, best error:       742.06891 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 67.6384124756s, input_fired_time: 1.0436130762, output_fired_time: 0.6571134329, propagate_forward_time: 26.3297348022, propagate_backward_time: 37.5744552612, weight_update_time: 0.0936288014, other_time: 2.0335006714
epoch time: 5.7320408821s, input_fired_time: 0.1162879542, output_fired_time: 0.0000000000, propagate_forward_time: 5.2694621086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3462905884
validation[          , genome  6945] predictions:    9740/  10000 (97.40%), best:    9768/10000 (97.68%), error:       839.82715, best error:       742.06891 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 68.2010498047s, input_fired_time: 1.0232145786, output_fired_time: 0.6582804322, propagate_forward_time: 26.5611286163, propagate_backward_time: 37.9335098267, weight_update_time: 0.0925602838, other_time: 2.0249176025
epoch time: 5.7185173035s, input_fired_time: 0.1057337672, output_fired_time: 0.0000000000, propagate_forward_time: 5.2838287354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289546967
validation[          , genome  6945] predictions:    9725/  10000 (97.25%), best:    9768/10000 (97.68%), error:       887.64764, best error:       742.06891 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 67.6219406128s, input_fired_time: 0.9899387360, output_fired_time: 0.6533707976, propagate_forward_time: 26.3766899109, propagate_backward_time: 37.6891021729, weight_update_time: 0.0893197358, other_time: 1.9128379822
epoch time: 5.7827949524s, input_fired_time: 0.1181963906, output_fired_time: 0.0000000000, propagate_forward_time: 5.3148536682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497447968
validation[          , genome  6945] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       800.16699, best error:       742.06891 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 68.3626022339s, input_fired_time: 1.0714399815, output_fired_time: 0.6600771546, propagate_forward_time: 26.6142024994, propagate_backward_time: 37.9867248535, weight_update_time: 0.0938863680, other_time: 2.0301513672
epoch time: 5.7926497459s, input_fired_time: 0.1065335050, output_fired_time: 0.0000000000, propagate_forward_time: 5.3579235077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281927109
validation[          , genome  6945] predictions:    9687/  10000 (96.87%), best:    9768/10000 (97.68%), error:       991.23364, best error:       742.06891 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 67.4392166138s, input_fired_time: 0.9922547340, output_fired_time: 0.6575377584, propagate_forward_time: 26.3532238007, propagate_backward_time: 37.5288314819, weight_update_time: 0.0885394365, other_time: 1.9073638916
epoch time: 5.7064886093s, input_fired_time: 0.1071587652, output_fired_time: 0.0000000000, propagate_forward_time: 5.2718033791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275265694
validation[          , genome  6945] predictions:    9755/  10000 (97.55%), best:    9768/10000 (97.68%), error:       823.92480, best error:       742.06891 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 67.2541961670s, input_fired_time: 0.9712008834, output_fired_time: 0.6474151611, propagate_forward_time: 26.2419662476, propagate_backward_time: 37.5086555481, weight_update_time: 0.0865564272, other_time: 1.8849601746
epoch time: 5.8118910789s, input_fired_time: 0.1207469702, output_fired_time: 0.0000000000, propagate_forward_time: 5.3395032883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3516407013
validation[          , genome  6945] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       850.60364, best error:       742.06891 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 68.0074005127s, input_fired_time: 1.0521069765, output_fired_time: 0.6620500684, propagate_forward_time: 26.4440250397, propagate_backward_time: 37.7797050476, weight_update_time: 0.0934864134, other_time: 2.0695152283
epoch time: 5.8346829414s, input_fired_time: 0.1195455864, output_fired_time: 0.0000000000, propagate_forward_time: 5.3581705093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3569669724
validation[          , genome  6945] predictions:    9743/  10000 (97.43%), best:    9768/10000 (97.68%), error:       791.22150, best error:       742.06891 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 68.0792465210s, input_fired_time: 1.0448818207, output_fired_time: 0.6580101252, propagate_forward_time: 26.5493373871, propagate_backward_time: 37.7810058594, weight_update_time: 0.0932175294, other_time: 2.0460052490
epoch time: 5.7548370361s, input_fired_time: 0.1179724038, output_fired_time: 0.0000000000, propagate_forward_time: 5.2838630676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3530015945
validation[          , genome  6945] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       792.67542, best error:       742.06891 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 68.2870559692s, input_fired_time: 1.0347273350, output_fired_time: 0.6593095064, propagate_forward_time: 26.5723934174, propagate_backward_time: 38.0082359314, weight_update_time: 0.0921109617, other_time: 2.0123863220
epoch time: 5.9220061302s, input_fired_time: 0.1224018037, output_fired_time: 0.0000000000, propagate_forward_time: 5.4373722076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622322083
validation[          , genome  6945] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       801.30786, best error:       742.06891 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 67.2029037476s, input_fired_time: 0.9804641008, output_fired_time: 0.6490353346, propagate_forward_time: 26.2416839600, propagate_backward_time: 37.4431724548, weight_update_time: 0.0872455239, other_time: 1.8885536194
epoch time: 5.6602225304s, input_fired_time: 0.1050557792, output_fired_time: 0.0000000000, propagate_forward_time: 5.2318191528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233475685
validation[          , genome  6945] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       800.24097, best error:       742.06891 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 67.6489639282s, input_fired_time: 0.9987850189, output_fired_time: 0.6553100944, propagate_forward_time: 26.3962402344, propagate_backward_time: 37.6731338501, weight_update_time: 0.0891849622, other_time: 1.9254913330
epoch time: 5.7059884071s, input_fired_time: 0.1123108119, output_fired_time: 0.0000000000, propagate_forward_time: 5.2597198486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339576721
validation[          , genome  6945] predictions:    9754/  10000 (97.54%), best:    9768/10000 (97.68%), error:       786.65002, best error:       742.06891 on epoch:    55, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 67.4156188965s, input_fired_time: 1.0006660223, output_fired_time: 0.6527519822, propagate_forward_time: 26.2905883789, propagate_backward_time: 37.5728225708, weight_update_time: 0.0888091549, other_time: 1.8987884521
epoch time: 6.4608631134s, input_fired_time: 0.1281890124, output_fired_time: 0.0000000000, propagate_forward_time: 5.9532365799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794374466
validation[          , genome  6945] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       753.91675, best error:       742.06891 on epoch:    55, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 67.9035186768s, input_fired_time: 1.0497087240, output_fired_time: 0.6670968533, propagate_forward_time: 26.4391555786, propagate_backward_time: 37.7095947266, weight_update_time: 0.0932494178, other_time: 2.0379638672
epoch time: 5.7257256508s, input_fired_time: 0.1168628782, output_fired_time: 0.0000000000, propagate_forward_time: 5.2624993324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3463635445
validation[          , genome  6945] predictions:    9682/  10000 (96.82%), best:    9768/10000 (97.68%), error:      1003.86462, best error:       742.06891 on epoch:    55, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 68.0052947998s, input_fired_time: 1.0359588861, output_fired_time: 0.6565070748, propagate_forward_time: 26.5490741730, propagate_backward_time: 37.7614135742, weight_update_time: 0.0916135013, other_time: 2.0023422241
epoch time: 5.6659941673s, input_fired_time: 0.1043747142, output_fired_time: 0.0000000000, propagate_forward_time: 5.2367362976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248829842
validation[          , genome  6945] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       739.40021, best error:       739.40021 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 67.8004226685s, input_fired_time: 1.0134820938, output_fired_time: 0.6532744169, propagate_forward_time: 26.4187374115, propagate_backward_time: 37.7428398132, weight_update_time: 0.0899942219, other_time: 1.9720878601
epoch time: 5.7852368355s, input_fired_time: 0.1066710725, output_fired_time: 0.0000000000, propagate_forward_time: 5.3518066406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267593384
validation[          , genome  6945] predictions:    9688/  10000 (96.88%), best:    9768/10000 (97.68%), error:      1045.14197, best error:       739.40021 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 67.6700134277s, input_fired_time: 1.0139816999, output_fired_time: 0.6541296840, propagate_forward_time: 26.3793582916, propagate_backward_time: 37.6591110229, weight_update_time: 0.0909307748, other_time: 1.9634323120
epoch time: 5.6528863907s, input_fired_time: 0.1066621467, output_fired_time: 0.0000000000, propagate_forward_time: 5.2236895561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225345612
validation[          , genome  6945] predictions:    9661/  10000 (96.61%), best:    9768/10000 (97.68%), error:      1096.38696, best error:       739.40021 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.5996246338s, input_fired_time: 0.9843125939, output_fired_time: 0.6534123421, propagate_forward_time: 26.3666172028, propagate_backward_time: 37.7046432495, weight_update_time: 0.0875485539, other_time: 1.8906402588
epoch time: 5.6393895149s, input_fired_time: 0.1062744111, output_fired_time: 0.0000000000, propagate_forward_time: 5.2132115364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199033737
validation[          , genome  6945] predictions:    9759/  10000 (97.59%), best:    9768/10000 (97.68%), error:       815.42725, best error:       739.40021 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 66.8188629150s, input_fired_time: 0.9734473228, output_fired_time: 0.6470990777, propagate_forward_time: 26.1219978333, propagate_backward_time: 37.2199554443, weight_update_time: 0.0860523283, other_time: 1.8563575745
epoch time: 5.6273813248s, input_fired_time: 0.1059887931, output_fired_time: 0.0000000000, propagate_forward_time: 5.2019152641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3194770813
validation[          , genome  6945] predictions:    9707/  10000 (97.07%), best:    9768/10000 (97.68%), error:       944.09802, best error:       739.40021 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 67.1201019287s, input_fired_time: 0.9770299792, output_fired_time: 0.6485239267, propagate_forward_time: 26.2194042206, propagate_backward_time: 37.4228782654, weight_update_time: 0.0860834494, other_time: 1.8522682190
epoch time: 5.6775550842s, input_fired_time: 0.1059649959, output_fired_time: 0.0000000000, propagate_forward_time: 5.2488722801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227176666
validation[          , genome  6945] predictions:    9764/  10000 (97.64%), best:    9768/10000 (97.68%), error:       788.40045, best error:       739.40021 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 67.4256591797s, input_fired_time: 0.9873718619, output_fired_time: 0.6520620584, propagate_forward_time: 26.3164348602, propagate_backward_time: 37.5864410400, weight_update_time: 0.0874334946, other_time: 1.8833465576
epoch time: 5.6591677666s, input_fired_time: 0.1050496176, output_fired_time: 0.0000000000, propagate_forward_time: 5.2322545052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3218636513
validation[          , genome  6945] predictions:    9668/  10000 (96.68%), best:    9768/10000 (97.68%), error:      1081.17932, best error:       739.40021 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 68.1018676758s, input_fired_time: 1.0554803610, output_fired_time: 0.6621574163, propagate_forward_time: 26.5179958344, propagate_backward_time: 37.7801666260, weight_update_time: 0.0935626030, other_time: 2.0860671997
epoch time: 5.7532548904s, input_fired_time: 0.1185078993, output_fired_time: 0.0000000000, propagate_forward_time: 5.2793211937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554258347
validation[          , genome  6945] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       809.67841, best error:       739.40021 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.2600097656s, input_fired_time: 0.9848880172, output_fired_time: 0.6584855318, propagate_forward_time: 26.2631359100, propagate_backward_time: 37.4794692993, weight_update_time: 0.0874059200, other_time: 1.8740310669
epoch time: 5.6452846527s, input_fired_time: 0.1059048027, output_fired_time: 0.0000000000, propagate_forward_time: 5.2177343369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216457367
validation[          , genome  6945] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       749.69281, best error:       739.40021 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 67.5856475830s, input_fired_time: 1.0216132402, output_fired_time: 0.6562119126, propagate_forward_time: 26.3630847931, propagate_backward_time: 37.5842552185, weight_update_time: 0.0899419859, other_time: 1.9604835510
epoch time: 5.7512192726s, input_fired_time: 0.1188549995, output_fired_time: 0.0000000000, propagate_forward_time: 5.2808380127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515262604
validation[          , genome  6945] predictions:    9608/  10000 (96.08%), best:    9768/10000 (97.68%), error:      1281.44897, best error:       739.40021 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 67.6718139648s, input_fired_time: 1.0255755186, output_fired_time: 0.6550832987, propagate_forward_time: 26.3915901184, propagate_backward_time: 37.6205673218, weight_update_time: 0.0905465558, other_time: 1.9790000916
epoch time: 5.7781071663s, input_fired_time: 0.1214355901, output_fired_time: 0.0000000000, propagate_forward_time: 5.3016777039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3549938202
validation[          , genome  6945] predictions:    9773/  10000 (97.73%), best:    9768/10000 (97.68%), error:       756.43701, best error:       739.40021 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 67.8030700684s, input_fired_time: 1.0443432331, output_fired_time: 0.6571869850, propagate_forward_time: 26.4016532898, propagate_backward_time: 37.7132720947, weight_update_time: 0.0915416107, other_time: 1.9866142273
epoch time: 5.7028369904s, input_fired_time: 0.1080562025, output_fired_time: 0.0000000000, propagate_forward_time: 5.2714409828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3233399391
validation[          , genome  6945] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       791.91907, best error:       739.40021 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 68.0427856445s, input_fired_time: 1.0469893217, output_fired_time: 0.6656826735, propagate_forward_time: 26.4494342804, propagate_backward_time: 37.8722877502, weight_update_time: 0.0921852514, other_time: 2.0083961487
epoch time: 5.7549009323s, input_fired_time: 0.1222789064, output_fired_time: 0.0000000000, propagate_forward_time: 5.2777304649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548917770
validation[          , genome  6945] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       837.81622, best error:       739.40021 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 67.8022842407s, input_fired_time: 1.0607120991, output_fired_time: 0.6603007913, propagate_forward_time: 26.3933048248, propagate_backward_time: 37.6264495850, weight_update_time: 0.0934722945, other_time: 2.0615158081
epoch time: 5.7312321663s, input_fired_time: 0.1198425218, output_fired_time: 0.0000000000, propagate_forward_time: 5.2605605125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3508291245
validation[          , genome  6945] predictions:    9699/  10000 (96.99%), best:    9768/10000 (97.68%), error:      1012.38867, best error:       739.40021 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 67.6994018555s, input_fired_time: 1.0300900936, output_fired_time: 0.6552810073, propagate_forward_time: 26.3246841431, propagate_backward_time: 37.6707916260, weight_update_time: 0.0909840539, other_time: 2.0185546875
epoch time: 5.6659278870s, input_fired_time: 0.1085458919, output_fired_time: 0.0000000000, propagate_forward_time: 5.2325053215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3248767853
validation[          , genome  6945] predictions:    9689/  10000 (96.89%), best:    9768/10000 (97.68%), error:      1055.15015, best error:       739.40021 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.7477645874s, input_fired_time: 1.0372482538, output_fired_time: 0.6577137709, propagate_forward_time: 26.3773460388, propagate_backward_time: 37.6881256104, weight_update_time: 0.0921252295, other_time: 1.9873313904
epoch time: 5.8137545586s, input_fired_time: 0.1190296337, output_fired_time: 0.0000000000, propagate_forward_time: 5.3467106819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480143547
validation[          , genome  6945] predictions:    9722/  10000 (97.22%), best:    9768/10000 (97.68%), error:       926.77765, best error:       739.40021 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 68.1968688965s, input_fired_time: 1.0635093451, output_fired_time: 0.6598926783, propagate_forward_time: 26.5010032654, propagate_backward_time: 37.9335975647, weight_update_time: 0.0939557627, other_time: 2.0388717651
epoch time: 5.7876429558s, input_fired_time: 0.1223240271, output_fired_time: 0.0000000000, propagate_forward_time: 5.3070297241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3582892418
validation[          , genome  6945] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       825.81567, best error:       739.40021 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 68.2246704102s, input_fired_time: 1.0502868891, output_fired_time: 0.6592046618, propagate_forward_time: 26.5923213959, propagate_backward_time: 37.9141845703, weight_update_time: 0.0906437859, other_time: 2.0086746216
epoch time: 5.7926645279s, input_fired_time: 0.1214849055, output_fired_time: 0.0000000000, propagate_forward_time: 5.3153696060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3558101654
validation[          , genome  6945] predictions:    9635/  10000 (96.35%), best:    9768/10000 (97.68%), error:      1150.71570, best error:       739.40021 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 68.5935440063s, input_fired_time: 1.1066197157, output_fired_time: 0.6763744950, propagate_forward_time: 26.5935783386, propagate_backward_time: 38.1584777832, weight_update_time: 0.0944271758, other_time: 2.0584907532
epoch time: 5.7592501640s, input_fired_time: 0.1195433810, output_fired_time: 0.0000000000, propagate_forward_time: 5.2855472565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3541593552
validation[          , genome  6945] predictions:    9723/  10000 (97.23%), best:    9768/10000 (97.68%), error:       889.79565, best error:       739.40021 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 68.0476303101s, input_fired_time: 1.0465594530, output_fired_time: 0.6620764732, propagate_forward_time: 26.4704666138, propagate_backward_time: 37.8525352478, weight_update_time: 0.0927464813, other_time: 2.0159873962
epoch time: 5.6828436852s, input_fired_time: 0.1095334738, output_fired_time: 0.0000000000, propagate_forward_time: 5.2498297691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3234806061
validation[          , genome  6945] predictions:    9735/  10000 (97.35%), best:    9768/10000 (97.68%), error:       846.40076, best error:       739.40021 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 67.7748870850s, input_fired_time: 1.0134540796, output_fired_time: 0.6548604369, propagate_forward_time: 26.4519348145, propagate_backward_time: 37.7229614258, weight_update_time: 0.0890291780, other_time: 1.9316787720
epoch time: 5.6805629730s, input_fired_time: 0.1092564017, output_fired_time: 0.0000000000, propagate_forward_time: 5.2456684113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256382942
validation[          , genome  6945] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       800.18988, best error:       739.40021 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 68.3581008911s, input_fired_time: 1.0437047482, output_fired_time: 0.6624011993, propagate_forward_time: 26.5941486359, propagate_backward_time: 38.0315933228, weight_update_time: 0.0914084166, other_time: 2.0262603760
epoch time: 5.7392230034s, input_fired_time: 0.1207956597, output_fired_time: 0.0000000000, propagate_forward_time: 5.2685203552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499069214
validation[          , genome  6945] predictions:    9744/  10000 (97.44%), best:    9768/10000 (97.68%), error:       810.22461, best error:       739.40021 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 67.6053237915s, input_fired_time: 1.0310773849, output_fired_time: 0.6581586599, propagate_forward_time: 26.3545780182, propagate_backward_time: 37.5849952698, weight_update_time: 0.0903853849, other_time: 1.9765205383
epoch time: 5.7377605438s, input_fired_time: 0.1096465513, output_fired_time: 0.0000000000, propagate_forward_time: 5.3028082848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3253059387
validation[          , genome  6945] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       830.72620, best error:       739.40021 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 67.8919754028s, input_fired_time: 1.0163462162, output_fired_time: 0.6584438086, propagate_forward_time: 26.4563922882, propagate_backward_time: 37.8170661926, weight_update_time: 0.0895508826, other_time: 1.9437217712
epoch time: 5.7536187172s, input_fired_time: 0.1229354739, output_fired_time: 0.0000000000, propagate_forward_time: 5.2802057266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3504776955
validation[          , genome  6945] predictions:    9756/  10000 (97.56%), best:    9768/10000 (97.68%), error:       782.05951, best error:       739.40021 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 68.0207977295s, input_fired_time: 1.0153378248, output_fired_time: 0.6604086161, propagate_forward_time: 26.5402889252, propagate_backward_time: 37.8813095093, weight_update_time: 0.0899960101, other_time: 1.9234542847
epoch time: 5.6842899323s, input_fired_time: 0.1100075543, output_fired_time: 0.0000000000, propagate_forward_time: 5.2503142357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239679337
validation[          , genome  6945] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       791.83124, best error:       739.40021 on epoch:    76, 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: 28.5118656158s, input_fired_time: 0.5423579812, output_fired_time: 0.0000000000, propagate_forward_time: 26.2789535522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6905536652
best training[          , genome  6945] predictions:   49650/  50000 (99.30%), best:    9768/10000 (97.68%), error:      1332.42566, best error:       739.40021 on epoch:    76, 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: 5.7054963112s, input_fired_time: 0.1073069647, output_fired_time: 0.0000000000, propagate_forward_time: 5.2645602226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336291313
   testing[          , genome  6945] predictions:    9789/  10000 (97.89%), best:    9768/10000 (97.68%), error:       639.54333, best error:       739.40021 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:02:51 (25093): called boinc_finish(0)

</stderr_txt>
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