Nameexact_genome_1512568488_42_6917_1
Workunit2605834
Created7 Dec 2017, 22:45:08 UTC
Sent7 Dec 2017, 22:48:49 UTC
Report deadline19 Dec 2017, 8:19:52 UTC
Received8 Dec 2017, 17:57:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66479
Run time7 hours 39 min 37 sec
CPU time7 hours 35 min 5 sec
Validate stateValid
Credit2,849.14
Device peak FLOPS2.49 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.53 MB
Peak swap size157.93 MB
Peak disk usage2.61 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
897.04993 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 246.7566070557s, input_fired_time: 2.5197951794, output_fired_time: 2.5558764935, propagate_forward_time: 91.3478469849, propagate_backward_time: 145.9689025879, weight_update_time: 0.2968561351, other_time: 4.3641967773
epoch time: 20.0231952667s, input_fired_time: 0.3163085580, output_fired_time: 0.0000000000, propagate_forward_time: 18.9484024048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7584838867
validation[          , genome  6917] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       849.40436, best error:       849.40436 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 248.2891235352s, input_fired_time: 2.5277006626, output_fired_time: 2.5876269341, propagate_forward_time: 92.0097427368, propagate_backward_time: 146.8393402100, weight_update_time: 0.3006955385, other_time: 4.3247222900
epoch time: 18.7301712036s, input_fired_time: 0.3065375388, output_fired_time: 0.0000000000, propagate_forward_time: 17.6768970490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7467365265
validation[          , genome  6917] predictions:    9675/  10000 (96.75%), best:    9740/10000 (97.40%), error:      1057.32910, best error:       849.40436 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 249.6297760010s, input_fired_time: 2.5362341404, output_fired_time: 2.5827982426, propagate_forward_time: 92.3098449707, propagate_backward_time: 147.8501281738, weight_update_time: 0.3054818213, other_time: 4.3507690430
epoch time: 19.3468647003s, input_fired_time: 0.3140086532, output_fired_time: 0.0000000000, propagate_forward_time: 18.2691040039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7637519836
validation[          , genome  6917] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       834.73889, best error:       834.73889 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 247.8299865723s, input_fired_time: 2.5225560665, output_fired_time: 2.5413386822, propagate_forward_time: 91.7716369629, propagate_backward_time: 146.6114349365, weight_update_time: 0.3106763065, other_time: 4.3830261230
epoch time: 19.3282623291s, input_fired_time: 0.3135424852, output_fired_time: 0.0000000000, propagate_forward_time: 18.2318649292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7828540802
validation[          , genome  6917] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       808.51453, best error:       808.51453 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 248.7116699219s, input_fired_time: 2.5290408134, output_fired_time: 2.5741403103, propagate_forward_time: 91.8100357056, propagate_backward_time: 147.3769836426, weight_update_time: 0.3164137900, other_time: 4.4214782715
epoch time: 19.1153736115s, input_fired_time: 0.3086358309, output_fired_time: 0.0000000000, propagate_forward_time: 18.0424022675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7643356323
validation[          , genome  6917] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       821.11108, best error:       808.51453 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 246.8865051270s, input_fired_time: 2.5163521767, output_fired_time: 2.5503253937, propagate_forward_time: 90.7494354248, propagate_backward_time: 146.7171630859, weight_update_time: 0.3214138150, other_time: 4.3532257080
epoch time: 19.2181892395s, input_fired_time: 0.3118551970, output_fired_time: 0.0000000000, propagate_forward_time: 18.1406841278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7656497955
validation[          , genome  6917] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       844.42120, best error:       808.51453 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 249.6682739258s, input_fired_time: 2.5307850838, output_fired_time: 2.5744931698, propagate_forward_time: 91.8886260986, propagate_backward_time: 148.2227630615, weight_update_time: 0.3332631290, other_time: 4.4515991211
epoch time: 18.9900131226s, input_fired_time: 0.3062811792, output_fired_time: 0.0000000000, propagate_forward_time: 17.9455642700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7381668091
validation[          , genome  6917] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       837.51746, best error:       808.51453 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 249.3751068115s, input_fired_time: 2.5314254761, output_fired_time: 2.5596101284, propagate_forward_time: 91.7400970459, propagate_backward_time: 148.1717224121, weight_update_time: 0.3454178870, other_time: 4.3722534180
epoch time: 19.2664165497s, input_fired_time: 0.3127592802, output_fired_time: 0.0000000000, propagate_forward_time: 18.2090759277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7445812225
validation[          , genome  6917] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       794.20007, best error:       794.20007 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 249.4439086914s, input_fired_time: 2.5274834633, output_fired_time: 2.5578811169, propagate_forward_time: 91.7670135498, propagate_backward_time: 148.1900939941, weight_update_time: 0.3589268029, other_time: 4.4014434814
epoch time: 19.8209953308s, input_fired_time: 0.3167098165, output_fired_time: 0.0000000000, propagate_forward_time: 18.7233428955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7809429169
validation[          , genome  6917] predictions:    9760/  10000 (97.60%), best:    9766/10000 (97.66%), error:       814.37921, best error:       794.20007 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 250.7897186279s, input_fired_time: 2.5339479446, output_fired_time: 2.5743989944, propagate_forward_time: 91.9972610474, propagate_backward_time: 149.2029418945, weight_update_time: 0.3752378523, other_time: 4.4811706543
epoch time: 19.1944599152s, input_fired_time: 0.3123933971, output_fired_time: 0.0000000000, propagate_forward_time: 18.0824108124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7996559143
validation[          , genome  6917] predictions:    9753/  10000 (97.53%), best:    9766/10000 (97.66%), error:       808.52203, best error:       794.20007 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 250.0704193115s, input_fired_time: 2.5303192139, output_fired_time: 2.5490493774, propagate_forward_time: 91.8894348145, propagate_backward_time: 148.6410064697, weight_update_time: 0.3943600059, other_time: 4.4606170654
epoch time: 19.6102390289s, input_fired_time: 0.3181748986, output_fired_time: 0.0000000000, propagate_forward_time: 18.4337768555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8582878113
validation[          , genome  6917] predictions:    9742/  10000 (97.42%), best:    9766/10000 (97.66%), error:       895.24213, best error:       794.20007 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 250.9538574219s, input_fired_time: 2.5313773155, output_fired_time: 2.5646026134, propagate_forward_time: 92.0191116333, propagate_backward_time: 149.3675384521, weight_update_time: 0.4125295877, other_time: 4.4712371826
epoch time: 19.5708160400s, input_fired_time: 0.3166798651, output_fired_time: 0.0000000000, propagate_forward_time: 18.4961948395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7579421997
validation[          , genome  6917] predictions:    9743/  10000 (97.43%), best:    9766/10000 (97.66%), error:       845.94012, best error:       794.20007 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 249.8966674805s, input_fired_time: 2.5317759514, output_fired_time: 2.5778002739, propagate_forward_time: 91.4157562256, propagate_backward_time: 148.9038848877, weight_update_time: 0.4304245412, other_time: 4.4674530029
epoch time: 18.6457958221s, input_fired_time: 0.3052474558, output_fired_time: 0.0000000000, propagate_forward_time: 17.5969696045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7435779572
validation[          , genome  6917] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       793.67804, best error:       793.67804 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 249.2797393799s, input_fired_time: 2.5275487900, output_fired_time: 2.5498087406, propagate_forward_time: 91.4110946655, propagate_backward_time: 148.2538146973, weight_update_time: 0.4488652050, other_time: 4.5374755859
epoch time: 18.4661006927s, input_fired_time: 0.3040244281, output_fired_time: 0.0000000000, propagate_forward_time: 17.4233093262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7387676239
validation[          , genome  6917] predictions:    9773/  10000 (97.73%), best:    9752/10000 (97.52%), error:       797.37018, best error:       793.67804 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 249.8822021484s, input_fired_time: 2.5287971497, output_fired_time: 2.5699017048, propagate_forward_time: 91.2473983765, propagate_backward_time: 148.9890441895, weight_update_time: 0.4661247432, other_time: 4.5470581055
epoch time: 18.6462936401s, input_fired_time: 0.3048414886, output_fired_time: 0.0000000000, propagate_forward_time: 17.6052322388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7362194061
validation[          , genome  6917] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       781.46210, best error:       781.46210 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 250.5272369385s, input_fired_time: 2.5400915146, output_fired_time: 2.5625188351, propagate_forward_time: 91.6939544678, propagate_backward_time: 149.1664886475, weight_update_time: 0.4797895551, other_time: 4.5641937256
epoch time: 19.3535022736s, input_fired_time: 0.3125906885, output_fired_time: 0.0000000000, propagate_forward_time: 18.2668151855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7740955353
validation[          , genome  6917] predictions:    9736/  10000 (97.36%), best:    9765/10000 (97.65%), error:       862.89569, best error:       781.46210 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 252.1299438477s, input_fired_time: 2.5383329391, output_fired_time: 2.5923211575, propagate_forward_time: 92.1631164551, propagate_backward_time: 150.3187408447, weight_update_time: 0.4964454770, other_time: 4.5174407959
epoch time: 19.5194587708s, input_fired_time: 0.3170070648, output_fired_time: 0.0000000000, propagate_forward_time: 18.4426994324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7597522736
validation[          , genome  6917] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       800.05109, best error:       781.46210 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 248.4481201172s, input_fired_time: 2.5235073566, output_fired_time: 2.5271949768, propagate_forward_time: 90.9203186035, propagate_backward_time: 147.9474487305, weight_update_time: 0.4985074103, other_time: 4.5296478271
epoch time: 18.7144374847s, input_fired_time: 0.3039865196, output_fired_time: 0.0000000000, propagate_forward_time: 17.6813259125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7291259766
validation[          , genome  6917] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       773.12915, best error:       773.12915 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 251.0719604492s, input_fired_time: 2.5422854424, output_fired_time: 2.5650734901, propagate_forward_time: 91.5964660645, propagate_backward_time: 149.8039703369, weight_update_time: 0.5076942444, other_time: 4.5641632080
epoch time: 19.4954433441s, input_fired_time: 0.3164273798, output_fired_time: 0.0000000000, propagate_forward_time: 18.4303112030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7487049103
validation[          , genome  6917] predictions:    9766/  10000 (97.66%), best:    9749/10000 (97.49%), error:       788.19092, best error:       773.12915 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 250.6975555420s, input_fired_time: 2.5311615467, output_fired_time: 2.5519134998, propagate_forward_time: 91.7732315063, propagate_backward_time: 149.3025360107, weight_update_time: 0.5098909736, other_time: 4.5387115479
epoch time: 20.0788307190s, input_fired_time: 0.3216310441, output_fired_time: 0.0000000000, propagate_forward_time: 18.9756088257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7815914154
validation[          , genome  6917] predictions:    9733/  10000 (97.33%), best:    9749/10000 (97.49%), error:       876.81842, best error:       773.12915 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 248.9954986572s, input_fired_time: 2.5261001587, output_fired_time: 2.5609970093, propagate_forward_time: 90.9834518433, propagate_backward_time: 148.3795623779, weight_update_time: 0.5075234175, other_time: 4.5453643799
epoch time: 19.1368045807s, input_fired_time: 0.3109179139, output_fired_time: 0.0000000000, propagate_forward_time: 18.0413322449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7845535278
validation[          , genome  6917] predictions:    9753/  10000 (97.53%), best:    9749/10000 (97.49%), error:       791.07684, best error:       773.12915 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 251.9332580566s, input_fired_time: 2.5424373150, output_fired_time: 2.5768487453, propagate_forward_time: 92.1002960205, propagate_backward_time: 150.1531066895, weight_update_time: 0.5150547028, other_time: 4.5605773926
epoch time: 18.8807182312s, input_fired_time: 0.3104897738, output_fired_time: 0.0000000000, propagate_forward_time: 17.7449302673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8252983093
validation[          , genome  6917] predictions:    9757/  10000 (97.57%), best:    9749/10000 (97.49%), error:       785.30682, best error:       773.12915 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 249.9412536621s, input_fired_time: 2.5205478668, output_fired_time: 2.5479619503, propagate_forward_time: 90.7000656128, propagate_backward_time: 149.6240997314, weight_update_time: 0.5091259480, other_time: 4.5485687256
epoch time: 19.9456939697s, input_fired_time: 0.3232742846, output_fired_time: 0.0000000000, propagate_forward_time: 18.8409709930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7814483643
validation[          , genome  6917] predictions:    9755/  10000 (97.55%), best:    9749/10000 (97.49%), error:       805.23584, best error:       773.12915 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 250.7183227539s, input_fired_time: 2.5425572395, output_fired_time: 2.5609176159, propagate_forward_time: 91.4323501587, propagate_backward_time: 149.6463775635, weight_update_time: 0.5124748945, other_time: 4.5361175537
epoch time: 18.8623352051s, input_fired_time: 0.3073510826, output_fired_time: 0.0000000000, propagate_forward_time: 17.8245906830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7303943634
validation[          , genome  6917] predictions:    9709/  10000 (97.09%), best:    9749/10000 (97.49%), error:       929.95667, best error:       773.12915 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 250.5824737549s, input_fired_time: 2.5298457146, output_fired_time: 2.5394899845, propagate_forward_time: 91.3888320923, propagate_backward_time: 149.6255645752, weight_update_time: 0.5095214844, other_time: 4.4987335205
epoch time: 19.6108074188s, input_fired_time: 0.3167992234, output_fired_time: 0.0000000000, propagate_forward_time: 18.5262184143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7677898407
validation[          , genome  6917] predictions:    9756/  10000 (97.56%), best:    9749/10000 (97.49%), error:       793.56732, best error:       773.12915 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 250.2667694092s, input_fired_time: 2.5322535038, output_fired_time: 2.5677180290, propagate_forward_time: 91.5836029053, propagate_backward_time: 149.1011810303, weight_update_time: 0.5092647076, other_time: 4.4820098877
epoch time: 18.3961601257s, input_fired_time: 0.3047955930, output_fired_time: 0.0000000000, propagate_forward_time: 17.3417205811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7496433258
validation[          , genome  6917] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       752.40399, best error:       752.40399 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 249.8984069824s, input_fired_time: 2.5288424492, output_fired_time: 2.5378587246, propagate_forward_time: 91.4576187134, propagate_backward_time: 148.9135589600, weight_update_time: 0.5089382529, other_time: 4.4605255127
epoch time: 19.3834953308s, input_fired_time: 0.3155663610, output_fired_time: 0.0000000000, propagate_forward_time: 18.3006038666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7673244476
validation[          , genome  6917] predictions:    9714/  10000 (97.14%), best:    9784/10000 (97.84%), error:       971.34088, best error:       752.40399 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 250.8473815918s, input_fired_time: 2.5357389450, output_fired_time: 2.5609924793, propagate_forward_time: 91.3699722290, propagate_backward_time: 149.8171081543, weight_update_time: 0.5114756823, other_time: 4.5635681152
epoch time: 18.2783908844s, input_fired_time: 0.3047652245, output_fired_time: 0.0000000000, propagate_forward_time: 17.1690120697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8046131134
validation[          , genome  6917] predictions:    9749/  10000 (97.49%), best:    9784/10000 (97.84%), error:       829.66119, best error:       752.40399 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 251.8358459473s, input_fired_time: 2.5366449356, output_fired_time: 2.5562105179, propagate_forward_time: 92.0555267334, propagate_backward_time: 150.0914154053, weight_update_time: 0.5144727826, other_time: 4.5960388184
epoch time: 18.4639530182s, input_fired_time: 0.3028477728, output_fired_time: 0.0000000000, propagate_forward_time: 17.4376869202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7234191895
validation[          , genome  6917] predictions:    9759/  10000 (97.59%), best:    9784/10000 (97.84%), error:       802.19653, best error:       752.40399 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 251.8050689697s, input_fired_time: 2.5430636406, output_fired_time: 2.5747177601, propagate_forward_time: 91.9383621216, propagate_backward_time: 150.1560821533, weight_update_time: 0.5120187998, other_time: 4.5928497314
epoch time: 19.3578605652s, input_fired_time: 0.3152641058, output_fired_time: 0.0000000000, propagate_forward_time: 18.3039207458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7386760712
validation[          , genome  6917] predictions:    9732/  10000 (97.32%), best:    9784/10000 (97.84%), error:       878.72308, best error:       752.40399 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 251.6260070801s, input_fired_time: 2.5385720730, output_fired_time: 2.5642912388, propagate_forward_time: 91.5303878784, propagate_backward_time: 150.3910369873, weight_update_time: 0.5153172016, other_time: 4.6017303467
epoch time: 19.8159103394s, input_fired_time: 0.3183614314, output_fired_time: 0.0000000000, propagate_forward_time: 18.7470054626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7505435944
validation[          , genome  6917] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       735.51550, best error:       735.51550 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 252.0717468262s, input_fired_time: 2.5379562378, output_fired_time: 2.5475153923, propagate_forward_time: 92.0222396851, propagate_backward_time: 150.4090881348, weight_update_time: 0.5122360587, other_time: 4.5549316406
epoch time: 19.6778125763s, input_fired_time: 0.3211146295, output_fired_time: 0.0000000000, propagate_forward_time: 18.5201854706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8365116119
validation[          , genome  6917] predictions:    9744/  10000 (97.44%), best:    9778/10000 (97.78%), error:       796.61792, best error:       735.51550 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 253.4050750732s, input_fired_time: 2.5563588142, output_fired_time: 2.5785446167, propagate_forward_time: 92.7696304321, propagate_backward_time: 150.9446563721, weight_update_time: 0.5151981115, other_time: 4.5558929443
epoch time: 18.7720870972s, input_fired_time: 0.3068835437, output_fired_time: 0.0000000000, propagate_forward_time: 17.7216835022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7435207367
validation[          , genome  6917] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       738.74945, best error:       735.51550 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 250.7957000732s, input_fired_time: 2.5273301601, output_fired_time: 2.5559813976, propagate_forward_time: 91.2920913696, propagate_backward_time: 149.9185180664, weight_update_time: 0.5101357102, other_time: 4.5017700195
epoch time: 19.4904041290s, input_fired_time: 0.3188618720, output_fired_time: 0.0000000000, propagate_forward_time: 18.4065647125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7649784088
validation[          , genome  6917] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       835.47662, best error:       735.51550 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 250.3130645752s, input_fired_time: 2.5330808163, output_fired_time: 2.5449433327, propagate_forward_time: 91.3490905762, propagate_backward_time: 149.3245697021, weight_update_time: 0.5117646456, other_time: 4.5613861084
epoch time: 18.8827991486s, input_fired_time: 0.3096785843, output_fired_time: 0.0000000000, propagate_forward_time: 17.8391933441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7339267731
validation[          , genome  6917] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       716.68768, best error:       716.68768 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 250.2691040039s, input_fired_time: 2.5283954144, output_fired_time: 2.5572714806, propagate_forward_time: 91.2011871338, propagate_backward_time: 149.4161834717, weight_update_time: 0.5089420080, other_time: 4.5660705566
epoch time: 19.5396747589s, input_fired_time: 0.3156706095, output_fired_time: 0.0000000000, propagate_forward_time: 18.4854068756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7385978699
validation[          , genome  6917] predictions:    9698/  10000 (96.98%), best:    9784/10000 (97.84%), error:      1023.61047, best error:       716.68768 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 248.6401214600s, input_fired_time: 2.5220696926, output_fired_time: 2.5377089977, propagate_forward_time: 90.9274291992, propagate_backward_time: 148.1695404053, weight_update_time: 0.5067209005, other_time: 4.4833831787
epoch time: 19.2934780121s, input_fired_time: 0.3153696358, output_fired_time: 0.0000000000, propagate_forward_time: 18.1318664551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8462409973
validation[          , genome  6917] predictions:    9791/  10000 (97.91%), best:    9784/10000 (97.84%), error:       718.90710, best error:       716.68768 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 252.1200866699s, input_fired_time: 2.5457401276, output_fired_time: 2.5874278545, propagate_forward_time: 91.5629425049, propagate_backward_time: 150.7909851074, weight_update_time: 0.5121473074, other_time: 4.6329803467
epoch time: 19.9870834351s, input_fired_time: 0.3241233826, output_fired_time: 0.0000000000, propagate_forward_time: 18.8831481934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7798118591
validation[          , genome  6917] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       713.11047, best error:       713.11047 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 251.9843444824s, input_fired_time: 2.5423684120, output_fired_time: 2.5598604679, propagate_forward_time: 92.0614166260, propagate_backward_time: 150.3318786621, weight_update_time: 0.5112047195, other_time: 4.4888153076
epoch time: 19.5327968597s, input_fired_time: 0.3193053603, output_fired_time: 0.0000000000, propagate_forward_time: 18.4634895325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7500019073
validation[          , genome  6917] predictions:    9731/  10000 (97.31%), best:    9799/10000 (97.99%), error:       878.91107, best error:       713.11047 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 250.6680908203s, input_fired_time: 2.5314307213, output_fired_time: 2.5314145088, propagate_forward_time: 91.3908538818, propagate_backward_time: 149.7323760986, weight_update_time: 0.5119024515, other_time: 4.4820098877
epoch time: 19.4817600250s, input_fired_time: 0.3171695769, output_fired_time: 0.0000000000, propagate_forward_time: 18.4157867432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7488040924
validation[          , genome  6917] predictions:    9736/  10000 (97.36%), best:    9799/10000 (97.99%), error:       892.87750, best error:       713.11047 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 250.7562408447s, input_fired_time: 2.5270533562, output_fired_time: 2.5405030251, propagate_forward_time: 91.2835388184, propagate_backward_time: 149.9078674316, weight_update_time: 0.5085540414, other_time: 4.4972839355
epoch time: 19.7966213226s, input_fired_time: 0.3171888888, output_fired_time: 0.0000000000, propagate_forward_time: 18.7367782593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426548004
validation[          , genome  6917] predictions:    9735/  10000 (97.35%), best:    9799/10000 (97.99%), error:       869.56488, best error:       713.11047 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 249.6891479492s, input_fired_time: 2.5156087875, output_fired_time: 2.5338203907, propagate_forward_time: 90.7430648804, propagate_backward_time: 149.3307952881, weight_update_time: 0.5071393847, other_time: 4.5658721924
epoch time: 18.8811836243s, input_fired_time: 0.3109861612, output_fired_time: 0.0000000000, propagate_forward_time: 17.7214565277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8487415314
validation[          , genome  6917] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       778.68158, best error:       713.11047 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 252.6440124512s, input_fired_time: 2.5500614643, output_fired_time: 2.5690410137, propagate_forward_time: 91.9218902588, propagate_backward_time: 150.8489379883, weight_update_time: 0.5140596032, other_time: 4.7540740967
epoch time: 19.8314990997s, input_fired_time: 0.3221938014, output_fired_time: 0.0000000000, propagate_forward_time: 18.7037467957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8055591583
validation[          , genome  6917] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       839.76691, best error:       713.11047 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 250.9697570801s, input_fired_time: 2.5407536030, output_fired_time: 2.5505309105, propagate_forward_time: 91.5563430786, propagate_backward_time: 149.5703887939, weight_update_time: 0.5143833756, other_time: 4.7517242432
epoch time: 19.7866058350s, input_fired_time: 0.3208706677, output_fired_time: 0.0000000000, propagate_forward_time: 18.7145328522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512016296
validation[          , genome  6917] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       785.15717, best error:       713.11047 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 252.1826782227s, input_fired_time: 2.5425424576, output_fired_time: 2.5485322475, propagate_forward_time: 91.9099502563, propagate_backward_time: 150.5426635742, weight_update_time: 0.5119565725, other_time: 4.6389770508
epoch time: 19.4340648651s, input_fired_time: 0.3144587874, output_fired_time: 0.0000000000, propagate_forward_time: 18.3672313690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523746490
validation[          , genome  6917] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       801.67871, best error:       713.11047 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 251.7095642090s, input_fired_time: 2.5341722965, output_fired_time: 2.5595903397, propagate_forward_time: 91.0485763550, propagate_backward_time: 150.7030944824, weight_update_time: 0.5124648809, other_time: 4.8641357422
epoch time: 20.1183605194s, input_fired_time: 0.3260154128, output_fired_time: 0.0000000000, propagate_forward_time: 19.0252170563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7671279907
validation[          , genome  6917] predictions:    9742/  10000 (97.42%), best:    9799/10000 (97.99%), error:       877.67548, best error:       713.11047 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 251.4772338867s, input_fired_time: 2.5364522934, output_fired_time: 2.5675332546, propagate_forward_time: 91.6610794067, propagate_backward_time: 150.1110382080, weight_update_time: 0.5124012828, other_time: 4.6011199951
epoch time: 19.1347675323s, input_fired_time: 0.3138100505, output_fired_time: 0.0000000000, propagate_forward_time: 18.0482940674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7726631165
validation[          , genome  6917] predictions:    9743/  10000 (97.43%), best:    9799/10000 (97.99%), error:       842.51453, best error:       713.11047 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 248.8853759766s, input_fired_time: 2.5300879478, output_fired_time: 2.5417339802, propagate_forward_time: 90.5026092529, propagate_backward_time: 148.6417694092, weight_update_time: 0.5095823407, other_time: 4.6691741943
epoch time: 19.4186019897s, input_fired_time: 0.3197696507, output_fired_time: 0.0000000000, propagate_forward_time: 18.2921924591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8066406250
validation[          , genome  6917] predictions:    9738/  10000 (97.38%), best:    9799/10000 (97.99%), error:       918.86096, best error:       713.11047 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 252.4689331055s, input_fired_time: 2.5482797623, output_fired_time: 2.5795650482, propagate_forward_time: 92.1424026489, propagate_backward_time: 150.6632843018, weight_update_time: 0.5141778588, other_time: 4.5354156494
epoch time: 19.3834724426s, input_fired_time: 0.3196534514, output_fired_time: 0.0000000000, propagate_forward_time: 18.2619724274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8018474579
validation[          , genome  6917] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       776.67822, best error:       713.11047 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 254.1053771973s, input_fired_time: 2.5609896183, output_fired_time: 2.5798425674, propagate_forward_time: 92.5330734253, propagate_backward_time: 151.7838592529, weight_update_time: 0.5125133395, other_time: 4.6475982666
epoch time: 19.6020679474s, input_fired_time: 0.3198007941, output_fired_time: 0.0000000000, propagate_forward_time: 18.5186023712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7636642456
validation[          , genome  6917] predictions:    9780/  10000 (97.80%), best:    9799/10000 (97.99%), error:       756.93164, best error:       713.11047 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 254.3699188232s, input_fired_time: 2.5617444515, output_fired_time: 2.5847966671, propagate_forward_time: 92.7867507935, propagate_backward_time: 151.8138580322, weight_update_time: 0.5122531652, other_time: 4.6227874756
epoch time: 19.3757076263s, input_fired_time: 0.3159782290, output_fired_time: 0.0000000000, propagate_forward_time: 18.3150539398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7446746826
validation[          , genome  6917] predictions:    9799/  10000 (97.99%), best:    9799/10000 (97.99%), error:       708.43713, best error:       708.43713 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 251.0804748535s, input_fired_time: 2.5397112370, output_fired_time: 2.5637438297, propagate_forward_time: 91.3565902710, propagate_backward_time: 150.0266265869, weight_update_time: 0.5136778951, other_time: 4.5937957764
epoch time: 19.9386539459s, input_fired_time: 0.3230921924, output_fired_time: 0.0000000000, propagate_forward_time: 18.8199539185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7956085205
validation[          , genome  6917] predictions:    9766/  10000 (97.66%), best:    9799/10000 (97.99%), error:       783.74323, best error:       708.43713 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 253.4039306641s, input_fired_time: 2.5503261089, output_fired_time: 2.5886721611, propagate_forward_time: 92.2336730957, propagate_backward_time: 151.5005493164, weight_update_time: 0.5148010850, other_time: 4.5307159424
epoch time: 19.8572273254s, input_fired_time: 0.3204262257, output_fired_time: 0.0000000000, propagate_forward_time: 18.7859001160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7509002686
validation[          , genome  6917] predictions:    9784/  10000 (97.84%), best:    9799/10000 (97.99%), error:       762.01685, best error:       708.43713 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 251.3194580078s, input_fired_time: 2.5392124653, output_fired_time: 2.5575082302, propagate_forward_time: 91.5493087769, propagate_backward_time: 150.0868225098, weight_update_time: 0.5125933290, other_time: 4.5866088867
epoch time: 19.2911815643s, input_fired_time: 0.3135870695, output_fired_time: 0.0000000000, propagate_forward_time: 18.1985893250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7790050507
validation[          , genome  6917] predictions:    9756/  10000 (97.56%), best:    9799/10000 (97.99%), error:       799.01111, best error:       708.43713 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 251.8854827881s, input_fired_time: 2.5330619812, output_fired_time: 2.5435051918, propagate_forward_time: 91.5002593994, propagate_backward_time: 150.7978820801, weight_update_time: 0.5105469227, other_time: 4.5107727051
epoch time: 18.9006557465s, input_fired_time: 0.3080290854, output_fired_time: 0.0000000000, propagate_forward_time: 17.8468627930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7457637787
validation[          , genome  6917] predictions:    9763/  10000 (97.63%), best:    9799/10000 (97.99%), error:       803.01147, best error:       708.43713 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 252.1278533936s, input_fired_time: 2.5469739437, output_fired_time: 2.5800888538, propagate_forward_time: 91.6996459961, propagate_backward_time: 150.4958496094, weight_update_time: 0.5122854114, other_time: 4.8052978516
epoch time: 19.6313247681s, input_fired_time: 0.3207456172, output_fired_time: 0.0000000000, propagate_forward_time: 18.5254364014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7851428986
validation[          , genome  6917] predictions:    9644/  10000 (96.44%), best:    9799/10000 (97.99%), error:      1209.99780, best error:       708.43713 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 253.0937042236s, input_fired_time: 2.5434188843, output_fired_time: 2.5725994110, propagate_forward_time: 91.8669738770, propagate_backward_time: 151.4306793213, weight_update_time: 0.5168978572, other_time: 4.6800384521
epoch time: 19.8063716888s, input_fired_time: 0.3223135173, output_fired_time: 0.0000000000, propagate_forward_time: 18.7074394226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7766189575
validation[          , genome  6917] predictions:    9781/  10000 (97.81%), best:    9799/10000 (97.99%), error:       747.84979, best error:       708.43713 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 251.9533386230s, input_fired_time: 2.5378820896, output_fired_time: 2.5599486828, propagate_forward_time: 91.1444549561, propagate_backward_time: 151.0660095215, weight_update_time: 0.5107744336, other_time: 4.6450347900
epoch time: 20.0059318542s, input_fired_time: 0.3235588372, output_fired_time: 0.0000000000, propagate_forward_time: 18.9211082458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7612648010
validation[          , genome  6917] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       801.27795, best error:       708.43713 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 255.4517822266s, input_fired_time: 2.5687940121, output_fired_time: 2.5963881016, propagate_forward_time: 92.6628570557, propagate_backward_time: 152.8254241943, weight_update_time: 0.5189540386, other_time: 4.7983245850
epoch time: 19.2379322052s, input_fired_time: 0.3157917559, output_fired_time: 0.0000000000, propagate_forward_time: 18.1784248352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7437152863
validation[          , genome  6917] predictions:    9764/  10000 (97.64%), best:    9799/10000 (97.99%), error:       815.06744, best error:       708.43713 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 251.2283630371s, input_fired_time: 2.5448265076, output_fired_time: 2.5581495762, propagate_forward_time: 91.5037765503, propagate_backward_time: 150.0952758789, weight_update_time: 0.5107249022, other_time: 4.5263366699
epoch time: 19.6038417816s, input_fired_time: 0.3195799291, output_fired_time: 0.0000000000, propagate_forward_time: 18.5211124420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7631492615
validation[          , genome  6917] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       759.51294, best error:       708.43713 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 251.7867431641s, input_fired_time: 2.5460693836, output_fired_time: 2.5670089722, propagate_forward_time: 91.4605255127, propagate_backward_time: 150.5180511475, weight_update_time: 0.5119084716, other_time: 4.6950988770
epoch time: 19.0875549316s, input_fired_time: 0.3117982745, output_fired_time: 0.0000000000, propagate_forward_time: 17.9848957062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7908611298
validation[          , genome  6917] predictions:    9765/  10000 (97.65%), best:    9799/10000 (97.99%), error:       817.16266, best error:       708.43713 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 253.7175598145s, input_fired_time: 2.5502915382, output_fired_time: 2.5767290592, propagate_forward_time: 92.0629272461, propagate_backward_time: 151.8244476318, weight_update_time: 0.5135118365, other_time: 4.7031555176
epoch time: 19.3523406982s, input_fired_time: 0.3156586587, output_fired_time: 0.0000000000, propagate_forward_time: 18.2313137054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8053684235
validation[          , genome  6917] predictions:    9764/  10000 (97.64%), best:    9799/10000 (97.99%), error:       806.36499, best error:       708.43713 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 252.6200408936s, input_fired_time: 2.5450880527, output_fired_time: 2.5448338985, propagate_forward_time: 91.9058761597, propagate_backward_time: 150.9757690430, weight_update_time: 0.5147570968, other_time: 4.6484680176
epoch time: 19.9795608521s, input_fired_time: 0.3232613802, output_fired_time: 0.0000000000, propagate_forward_time: 18.8182964325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8380031586
validation[          , genome  6917] predictions:    9736/  10000 (97.36%), best:    9799/10000 (97.99%), error:       944.89166, best error:       708.43713 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 252.3965148926s, input_fired_time: 2.5381848812, output_fired_time: 2.5491347313, propagate_forward_time: 91.5782623291, propagate_backward_time: 151.0936889648, weight_update_time: 0.5108379126, other_time: 4.6372528076
epoch time: 20.0548763275s, input_fired_time: 0.3230268061, output_fired_time: 0.0000000000, propagate_forward_time: 18.9770145416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7548351288
validation[          , genome  6917] predictions:    9747/  10000 (97.47%), best:    9799/10000 (97.99%), error:       853.53534, best error:       708.43713 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 253.8975067139s, input_fired_time: 2.5628087521, output_fired_time: 2.5718524456, propagate_forward_time: 92.3904418945, propagate_backward_time: 151.7168273926, weight_update_time: 0.5154580474, other_time: 4.6555786133
epoch time: 20.0806808472s, input_fired_time: 0.3263538778, output_fired_time: 0.0000000000, propagate_forward_time: 18.9936962128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7606315613
validation[          , genome  6917] predictions:    9704/  10000 (97.04%), best:    9799/10000 (97.99%), error:       991.99609, best error:       708.43713 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 251.7451324463s, input_fired_time: 2.5404479504, output_fired_time: 2.5510492325, propagate_forward_time: 91.4296264648, propagate_backward_time: 150.5330657959, weight_update_time: 0.5124052167, other_time: 4.6909332275
epoch time: 19.4274845123s, input_fired_time: 0.3181424439, output_fired_time: 0.0000000000, propagate_forward_time: 18.3646812439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7446613312
validation[          , genome  6917] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       821.53357, best error:       708.43713 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 253.7377624512s, input_fired_time: 2.5544190407, output_fired_time: 2.5829977989, propagate_forward_time: 92.3555603027, propagate_backward_time: 151.6816711426, weight_update_time: 0.5128436089, other_time: 4.5631256104
epoch time: 19.3893489838s, input_fired_time: 0.3174064159, output_fired_time: 0.0000000000, propagate_forward_time: 18.2686328888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8033103943
validation[          , genome  6917] predictions:    9753/  10000 (97.53%), best:    9799/10000 (97.99%), error:       837.61896, best error:       708.43713 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 251.6591949463s, input_fired_time: 2.5369639397, output_fired_time: 2.5614352226, propagate_forward_time: 91.2500991821, propagate_backward_time: 150.5980987549, weight_update_time: 0.5112227201, other_time: 4.7126007080
epoch time: 19.4602012634s, input_fired_time: 0.3174292445, output_fired_time: 0.0000000000, propagate_forward_time: 18.3528594971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7899131775
validation[          , genome  6917] predictions:    9713/  10000 (97.13%), best:    9799/10000 (97.99%), error:       951.91241, best error:       708.43713 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 252.3760986328s, input_fired_time: 2.5491197109, output_fired_time: 2.5681238174, propagate_forward_time: 91.9847412109, propagate_backward_time: 150.5777435303, weight_update_time: 0.5133706331, other_time: 4.6963653564
epoch time: 18.1508312225s, input_fired_time: 0.3021861911, output_fired_time: 0.0000000000, propagate_forward_time: 17.0821208954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7665233612
validation[          , genome  6917] predictions:    9730/  10000 (97.30%), best:    9799/10000 (97.99%), error:       888.21344, best error:       708.43713 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 252.4297790527s, input_fired_time: 2.5494031906, output_fired_time: 2.5840466022, propagate_forward_time: 91.6075134277, propagate_backward_time: 151.0832061768, weight_update_time: 0.5127165914, other_time: 4.6056060791
epoch time: 19.4929161072s, input_fired_time: 0.3183614016, output_fired_time: 0.0000000000, propagate_forward_time: 18.3979129791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7766418457
validation[          , genome  6917] predictions:    9757/  10000 (97.57%), best:    9799/10000 (97.99%), error:       810.18024, best error:       708.43713 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 252.0057373047s, input_fired_time: 2.5383486748, output_fired_time: 2.5712106228, propagate_forward_time: 91.5238571167, propagate_backward_time: 150.8294372559, weight_update_time: 0.5137202740, other_time: 4.5428771973
epoch time: 19.0397167206s, input_fired_time: 0.3147160709, output_fired_time: 0.0000000000, propagate_forward_time: 17.9376354218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7873649597
validation[          , genome  6917] predictions:    9786/  10000 (97.86%), best:    9799/10000 (97.99%), error:       732.32446, best error:       708.43713 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 254.0014343262s, input_fired_time: 2.5526661873, output_fired_time: 2.5792462826, propagate_forward_time: 92.1152725220, propagate_backward_time: 152.0706634521, weight_update_time: 0.5146651864, other_time: 4.6835784912
epoch time: 19.7083816528s, input_fired_time: 0.3173387945, output_fired_time: 0.0000000000, propagate_forward_time: 18.6267929077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7642498016
validation[          , genome  6917] predictions:    9754/  10000 (97.54%), best:    9799/10000 (97.99%), error:       842.62933, best error:       708.43713 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 251.0958557129s, input_fired_time: 2.5224831104, output_fired_time: 2.5322484970, propagate_forward_time: 90.9609909058, propagate_backward_time: 150.5144195557, weight_update_time: 0.5144684315, other_time: 4.5657196045
epoch time: 19.3732471466s, input_fired_time: 0.3178201020, output_fired_time: 0.0000000000, propagate_forward_time: 18.3009548187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7544727325
validation[          , genome  6917] predictions:    9737/  10000 (97.37%), best:    9799/10000 (97.99%), error:       898.07770, best error:       708.43713 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 253.0754241943s, input_fired_time: 2.5479567051, output_fired_time: 2.5482795238, propagate_forward_time: 92.3794326782, propagate_backward_time: 150.9887084961, weight_update_time: 0.5127939582, other_time: 4.6110534668
epoch time: 19.4296398163s, input_fired_time: 0.3196958601, output_fired_time: 0.0000000000, propagate_forward_time: 18.3368015289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7731418610
validation[          , genome  6917] predictions:    9654/  10000 (96.54%), best:    9799/10000 (97.99%), error:      1240.25476, best error:       708.43713 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 252.9760894775s, input_fired_time: 2.5608470440, output_fired_time: 2.5566318035, propagate_forward_time: 92.3901214600, propagate_backward_time: 150.8336639404, weight_update_time: 0.5152696967, other_time: 4.6348266602
epoch time: 19.4697971344s, input_fired_time: 0.3183782995, output_fired_time: 0.0000000000, propagate_forward_time: 18.3569011688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7945175171
validation[          , genome  6917] predictions:    9703/  10000 (97.03%), best:    9799/10000 (97.99%), error:      1034.95764, best error:       708.43713 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 251.9698486328s, input_fired_time: 2.5407083035, output_fired_time: 2.5600948334, propagate_forward_time: 91.3781280518, propagate_backward_time: 150.8946533203, weight_update_time: 0.5120947957, other_time: 4.5962677002
epoch time: 19.4054622650s, input_fired_time: 0.3166553378, output_fired_time: 0.0000000000, propagate_forward_time: 18.3349914551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7538146973
validation[          , genome  6917] predictions:    9705/  10000 (97.05%), best:    9799/10000 (97.99%), error:       949.52533, best error:       708.43713 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 251.2893981934s, input_fired_time: 2.5405046940, output_fired_time: 2.5508124828, propagate_forward_time: 91.3204879761, propagate_backward_time: 150.2317199707, weight_update_time: 0.5115916133, other_time: 4.6458740234
epoch time: 17.9789829254s, input_fired_time: 0.2995167077, output_fired_time: 0.0000000000, propagate_forward_time: 16.9460582733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7334079742
validation[          , genome  6917] predictions:    9733/  10000 (97.33%), best:    9799/10000 (97.99%), error:       929.91632, best error:       708.43713 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 248.2612915039s, input_fired_time: 2.5192835331, output_fired_time: 2.5497322083, propagate_forward_time: 90.0258178711, propagate_backward_time: 148.6159973145, weight_update_time: 0.5072863102, other_time: 4.5504608154
epoch time: 19.4984378815s, input_fired_time: 0.3190853298, output_fired_time: 0.0000000000, propagate_forward_time: 18.4247837067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7545681000
validation[          , genome  6917] predictions:    9754/  10000 (97.54%), best:    9799/10000 (97.99%), error:       823.52173, best error:       708.43713 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 251.3698577881s, input_fired_time: 2.5426776409, output_fired_time: 2.5558545589, propagate_forward_time: 91.2487258911, propagate_backward_time: 150.3459167480, weight_update_time: 0.5124402046, other_time: 4.6766967773
epoch time: 19.6639003754s, input_fired_time: 0.3208532333, output_fired_time: 0.0000000000, propagate_forward_time: 18.5568599701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7861881256
validation[          , genome  6917] predictions:    9755/  10000 (97.55%), best:    9799/10000 (97.99%), error:       784.75153, best error:       708.43713 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 251.9516754150s, input_fired_time: 2.5460145473, output_fired_time: 2.5611691475, propagate_forward_time: 91.4123687744, propagate_backward_time: 150.7634735107, weight_update_time: 0.5147050619, other_time: 4.6686401367
epoch time: 20.0701503754s, input_fired_time: 0.3255742788, output_fired_time: 0.0000000000, propagate_forward_time: 18.9680099487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7765655518
validation[          , genome  6917] predictions:    9772/  10000 (97.72%), best:    9799/10000 (97.99%), error:       776.05530, best error:       708.43713 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 251.2273559570s, input_fired_time: 2.5506358147, output_fired_time: 2.5678343773, propagate_forward_time: 91.4135742188, propagate_backward_time: 150.1070709229, weight_update_time: 0.5111801028, other_time: 4.5882415771
epoch time: 19.2796154022s, input_fired_time: 0.3180609047, output_fired_time: 0.0000000000, propagate_forward_time: 18.1898899078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7716636658
validation[          , genome  6917] predictions:    9770/  10000 (97.70%), best:    9799/10000 (97.99%), error:       796.84979, best error:       708.43713 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 253.6495666504s, input_fired_time: 2.5602788925, output_fired_time: 2.5748305321, propagate_forward_time: 92.1961746216, propagate_backward_time: 151.7491302490, weight_update_time: 0.5198178291, other_time: 4.5691680908
epoch time: 18.9153976440s, input_fired_time: 0.3151283860, output_fired_time: 0.0000000000, propagate_forward_time: 17.8146171570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7856521606
validation[          , genome  6917] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       676.50006, best error:       676.50006 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 253.6830902100s, input_fired_time: 2.5646710396, output_fired_time: 2.5908277035, propagate_forward_time: 92.3740081787, propagate_backward_time: 151.5636596680, weight_update_time: 0.5176408887, other_time: 4.5899353027
epoch time: 19.5261783600s, input_fired_time: 0.3179389834, output_fired_time: 0.0000000000, propagate_forward_time: 18.4581375122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7501010895
validation[          , genome  6917] predictions:    9767/  10000 (97.67%), best:    9808/10000 (98.08%), error:       776.09937, best error:       676.50006 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 250.5963897705s, input_fired_time: 2.5408029556, output_fired_time: 2.5553016663, propagate_forward_time: 91.6024322510, propagate_backward_time: 149.3513946533, weight_update_time: 0.5107118487, other_time: 4.5464630127
epoch time: 19.3218288422s, input_fired_time: 0.3171753585, output_fired_time: 0.0000000000, propagate_forward_time: 18.2259235382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7787303925
validation[          , genome  6917] predictions:    9803/  10000 (98.03%), best:    9808/10000 (98.08%), error:       698.33142, best error:       676.50006 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 253.7460327148s, input_fired_time: 2.5481443405, output_fired_time: 2.5791602135, propagate_forward_time: 92.3222503662, propagate_backward_time: 151.7450256348, weight_update_time: 0.5142559409, other_time: 4.5514526367
epoch time: 18.7841682434s, input_fired_time: 0.3074284494, output_fired_time: 0.0000000000, propagate_forward_time: 17.6905689240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7861709595
validation[          , genome  6917] predictions:    9788/  10000 (97.88%), best:    9808/10000 (98.08%), error:       737.21527, best error:       676.50006 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 251.9420471191s, input_fired_time: 2.5347275734, output_fired_time: 2.5498471260, propagate_forward_time: 91.7385787964, propagate_backward_time: 150.4829711914, weight_update_time: 0.5163007379, other_time: 4.6359252930
epoch time: 19.7279281616s, input_fired_time: 0.3207504749, output_fired_time: 0.0000000000, propagate_forward_time: 18.6565074921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7506694794
validation[          , genome  6917] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       721.77698, best error:       676.50006 on epoch:    96, 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: 97.6471252441s, input_fired_time: 1.6063153744, output_fired_time: 0.0000000000, propagate_forward_time: 92.1110305786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.9297790527
best training[          , genome  6917] predictions:   49757/  50000 (99.51%), best:    9808/10000 (98.08%), error:      1070.06201, best error:       676.50006 on epoch:    96, 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: 18.8888702393s, input_fired_time: 0.3121575117, output_fired_time: 0.0000000000, propagate_forward_time: 17.8254375458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7512760162
   testing[          , genome  6917] predictions:    9806/  10000 (98.06%), best:    9808/10000 (98.08%), error:       623.23077, best error:       676.50006 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
11:57:00 (4192): called boinc_finish(0)

</stderr_txt>
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