Nameexact_genome_1512568488_45_2878_1
Workunit2585605
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:58:54 UTC
Report deadline9 Dec 2017, 2:17:55 UTC
Received7 Dec 2017, 22:58:34 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time54 min 56 sec
CPU time54 min 56 sec
Validate stateValid
Credit503.30
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.96 MB
Peak swap size150.80 MB
Peak disk usage1.00 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 32.4018516541s, input_fired_time: 0.1953687668, output_fired_time: 0.1368173510, propagate_forward_time: 13.3566255569, propagate_backward_time: 17.1410331726, weight_update_time: 0.0730326548, other_time: 1.5720062256
epoch time: 2.3368184566s, input_fired_time: 0.0184190962, output_fired_time: 0.0000000000, propagate_forward_time: 2.0897598267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286396027
validation[          , genome  2878] predictions:    9307/  10000 (93.07%), best:    9347/10000 (93.47%), error:      2374.71338, best error:      2098.87134 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.7297859192s, input_fired_time: 0.2097512633, output_fired_time: 0.1491469443, propagate_forward_time: 14.7485609055, propagate_backward_time: 18.9043159485, weight_update_time: 0.0797014311, other_time: 1.7180099487
epoch time: 3.3611488342s, input_fired_time: 0.0247316565, output_fired_time: 0.0000000000, propagate_forward_time: 3.0251336098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112835884
validation[          , genome  2878] predictions:    9401/  10000 (94.01%), best:    9401/10000 (94.01%), error:      2042.68359, best error:      2042.68359 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 31.4928474426s, input_fired_time: 0.1941393763, output_fired_time: 0.1345360875, propagate_forward_time: 12.9498939514, propagate_backward_time: 16.6767215729, weight_update_time: 0.0704387277, other_time: 1.5375556946
epoch time: 2.7358629704s, input_fired_time: 0.0210103672, output_fired_time: 0.0000000000, propagate_forward_time: 2.4538753033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609772682
validation[          , genome  2878] predictions:    9415/  10000 (94.15%), best:    9415/10000 (94.15%), error:      2027.79834, best error:      2027.79834 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 32.3909912109s, input_fired_time: 0.1976130307, output_fired_time: 0.1367503256, propagate_forward_time: 13.3440122604, propagate_backward_time: 17.1360206604, weight_update_time: 0.0728856474, other_time: 1.5765953064
epoch time: 3.3196551800s, input_fired_time: 0.0246404652, output_fired_time: 0.0000000000, propagate_forward_time: 2.9841868877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108277321
validation[          , genome  2878] predictions:    9388/  10000 (93.88%), best:    9415/10000 (94.15%), error:      2119.25391, best error:      2027.79834 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 34.5269737244s, input_fired_time: 0.2041908801, output_fired_time: 0.1442282349, propagate_forward_time: 14.2178688049, propagate_backward_time: 18.2930164337, weight_update_time: 0.0773026645, other_time: 1.6676692963
epoch time: 3.3670237064s, input_fired_time: 0.0245696455, output_fired_time: 0.0000000000, propagate_forward_time: 3.0295140743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129398823
validation[          , genome  2878] predictions:    9399/  10000 (93.99%), best:    9399/10000 (93.99%), error:      2011.26453, best error:      2011.26453 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 27.9460010529s, input_fired_time: 0.1803703606, output_fired_time: 0.1208051145, propagate_forward_time: 11.5256090164, propagate_backward_time: 14.7321052551, weight_update_time: 0.0632662028, other_time: 1.3871116638
epoch time: 2.3174438477s, input_fired_time: 0.0178366229, output_fired_time: 0.0000000000, propagate_forward_time: 2.0787270069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2208802700
validation[          , genome  2878] predictions:    9409/  10000 (94.09%), best:    9409/10000 (94.09%), error:      1986.18921, best error:      1986.18921 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 29.0151576996s, input_fired_time: 0.1832261086, output_fired_time: 0.1245013624, propagate_forward_time: 11.9356784821, propagate_backward_time: 15.3387880325, weight_update_time: 0.0655997992, other_time: 1.4329633713
epoch time: 2.4272525311s, input_fired_time: 0.0190738849, output_fired_time: 0.0000000000, propagate_forward_time: 2.1786916256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2294869423
validation[          , genome  2878] predictions:    9425/  10000 (94.25%), best:    9425/10000 (94.25%), error:      1950.96558, best error:      1950.96558 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 27.8279972076s, input_fired_time: 0.1806897670, output_fired_time: 0.1208888516, propagate_forward_time: 11.4433898926, propagate_backward_time: 14.7039346695, weight_update_time: 0.0627630278, other_time: 1.3790941238
epoch time: 2.5506598949s, input_fired_time: 0.0198052656, output_fired_time: 0.0000000000, propagate_forward_time: 2.2891936302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416610718
validation[          , genome  2878] predictions:    9348/  10000 (93.48%), best:    9425/10000 (94.25%), error:      2148.33252, best error:      1950.96558 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 27.8757228851s, input_fired_time: 0.1808087081, output_fired_time: 0.1206917912, propagate_forward_time: 11.4788179398, propagate_backward_time: 14.7059755325, weight_update_time: 0.0634569526, other_time: 1.3894300461
epoch time: 2.5753874779s, input_fired_time: 0.0201161839, output_fired_time: 0.0000000000, propagate_forward_time: 2.3093061447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2459652424
validation[          , genome  2878] predictions:    9359/  10000 (93.59%), best:    9425/10000 (94.25%), error:      2084.98486, best error:      1950.96558 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 28.0461463928s, input_fired_time: 0.1806145459, output_fired_time: 0.1210029796, propagate_forward_time: 11.5455846786, propagate_backward_time: 14.8053493500, weight_update_time: 0.0630682558, other_time: 1.3935947418
epoch time: 2.9007525444s, input_fired_time: 0.0220644604, output_fired_time: 0.0000000000, propagate_forward_time: 2.6050136089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736744881
validation[          , genome  2878] predictions:    9382/  10000 (93.82%), best:    9425/10000 (94.25%), error:      1992.50000, best error:      1950.96558 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 30.2398548126s, input_fired_time: 0.1883692145, output_fired_time: 0.1285486817, propagate_forward_time: 12.4615373611, propagate_backward_time: 15.9783945084, weight_update_time: 0.0678280741, other_time: 1.4830045700
epoch time: 2.5951185226s, input_fired_time: 0.0201797243, output_fired_time: 0.0000000000, propagate_forward_time: 2.3279647827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469739914
validation[          , genome  2878] predictions:    9437/  10000 (94.37%), best:    9437/10000 (94.37%), error:      1939.38403, best error:      1939.38403 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 29.2965431213s, input_fired_time: 0.1860077679, output_fired_time: 0.1254128516, propagate_forward_time: 12.0804100037, propagate_backward_time: 15.4536008835, weight_update_time: 0.0657023489, other_time: 1.4511117935
epoch time: 3.0151035786s, input_fired_time: 0.0225892216, output_fired_time: 0.0000000000, propagate_forward_time: 2.7075273991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849869728
validation[          , genome  2878] predictions:    9401/  10000 (94.01%), best:    9437/10000 (94.37%), error:      1962.07788, best error:      1939.38403 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 31.0724468231s, input_fired_time: 0.1922963858, output_fired_time: 0.1319298148, propagate_forward_time: 12.7822885513, propagate_backward_time: 16.4163417816, weight_update_time: 0.0699740350, other_time: 1.5495891571
epoch time: 2.8465533257s, input_fired_time: 0.0217380021, output_fired_time: 0.0000000000, propagate_forward_time: 2.5504248142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2743904591
validation[          , genome  2878] predictions:    9383/  10000 (93.83%), best:    9437/10000 (94.37%), error:      2064.16943, best error:      1939.38403 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 31.1155204773s, input_fired_time: 0.1917887032, output_fired_time: 0.1320893764, propagate_forward_time: 12.7785110474, propagate_backward_time: 16.4903850555, weight_update_time: 0.0696221814, other_time: 1.5227451324
epoch time: 3.2123906612s, input_fired_time: 0.0238821357, output_fired_time: 0.0000000000, propagate_forward_time: 2.8877372742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3007712364
validation[          , genome  2878] predictions:    9427/  10000 (94.27%), best:    9437/10000 (94.37%), error:      1969.06445, best error:      1939.38403 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 28.6498260498s, input_fired_time: 0.1827609539, output_fired_time: 0.1227241457, propagate_forward_time: 11.7615308762, propagate_backward_time: 15.1506471634, weight_update_time: 0.0646210313, other_time: 1.4321622849
epoch time: 2.3868985176s, input_fired_time: 0.0189175215, output_fired_time: 0.0000000000, propagate_forward_time: 2.1406979561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2272830009
validation[          , genome  2878] predictions:    9400/  10000 (94.00%), best:    9437/10000 (94.37%), error:      2004.86633, best error:      1939.38403 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 27.9368762970s, input_fired_time: 0.1793590486, output_fired_time: 0.1207380965, propagate_forward_time: 11.4778566360, propagate_backward_time: 14.7661323547, weight_update_time: 0.0631646514, other_time: 1.3927879333
epoch time: 2.4537343979s, input_fired_time: 0.0191208087, output_fired_time: 0.0000000000, propagate_forward_time: 2.1985909939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2360227108
validation[          , genome  2878] predictions:    9348/  10000 (93.48%), best:    9437/10000 (94.37%), error:      2169.19995, best error:      1939.38403 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 27.9102001190s, input_fired_time: 0.1811683327, output_fired_time: 0.1200175956, propagate_forward_time: 11.4684505463, propagate_backward_time: 14.7332878113, weight_update_time: 0.0632821098, other_time: 1.4072761536
epoch time: 2.6551992893s, input_fired_time: 0.0203527864, output_fired_time: 0.0000000000, propagate_forward_time: 2.3801016808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547447681
validation[          , genome  2878] predictions:    9394/  10000 (93.94%), best:    9437/10000 (94.37%), error:      1993.02600, best error:      1939.38403 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 31.0219497681s, input_fired_time: 0.1920386106, output_fired_time: 0.1313605458, propagate_forward_time: 12.7756471634, propagate_backward_time: 16.3825073242, weight_update_time: 0.0700883046, other_time: 1.5403938293
epoch time: 2.5428717136s, input_fired_time: 0.0199893080, output_fired_time: 0.0000000000, propagate_forward_time: 2.2810523510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418301105
validation[          , genome  2878] predictions:    9415/  10000 (94.15%), best:    9437/10000 (94.37%), error:      1951.73022, best error:      1939.38403 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 33.6657028198s, input_fired_time: 0.2051297873, output_fired_time: 0.1414347738, propagate_forward_time: 13.8547563553, propagate_backward_time: 17.8003826141, weight_update_time: 0.0757575631, other_time: 1.6639995575
epoch time: 2.5003879070s, input_fired_time: 0.0193190090, output_fired_time: 0.0000000000, propagate_forward_time: 2.2385716438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2424972057
validation[          , genome  2878] predictions:    9450/  10000 (94.50%), best:    9450/10000 (94.50%), error:      1871.37109, best error:      1871.37109 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 31.8238220215s, input_fired_time: 0.1954969019, output_fired_time: 0.1343724579, propagate_forward_time: 13.0990438461, propagate_backward_time: 16.8177299500, weight_update_time: 0.0715240166, other_time: 1.5771789551
epoch time: 2.5846788883s, input_fired_time: 0.0200614054, output_fired_time: 0.0000000000, propagate_forward_time: 2.3182260990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2463912964
validation[          , genome  2878] predictions:    9409/  10000 (94.09%), best:    9450/10000 (94.50%), error:      1940.10974, best error:      1871.37109 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 27.9055786133s, input_fired_time: 0.1790882051, output_fired_time: 0.1203087866, propagate_forward_time: 11.4702138901, propagate_backward_time: 14.7656192780, weight_update_time: 0.0624721460, other_time: 1.3703479767
epoch time: 2.4479427338s, input_fired_time: 0.0192085281, output_fired_time: 0.0000000000, propagate_forward_time: 2.1951255798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2336087227
validation[          , genome  2878] predictions:    9385/  10000 (93.85%), best:    9450/10000 (94.50%), error:      2049.03784, best error:      1871.37109 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 28.3223190308s, input_fired_time: 0.1814761311, output_fired_time: 0.1211112067, propagate_forward_time: 11.6526575089, propagate_backward_time: 14.9794912338, weight_update_time: 0.0634120628, other_time: 1.3875818253
epoch time: 2.5761244297s, input_fired_time: 0.0199108664, output_fired_time: 0.0000000000, propagate_forward_time: 2.3134331703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427804470
validation[          , genome  2878] predictions:    9414/  10000 (94.14%), best:    9450/10000 (94.50%), error:      1943.29895, best error:      1871.37109 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 29.7767467499s, input_fired_time: 0.1881897002, output_fired_time: 0.1269752681, propagate_forward_time: 12.2922439575, propagate_backward_time: 15.7063598633, weight_update_time: 0.0672326982, other_time: 1.4629764557
epoch time: 2.9626197815s, input_fired_time: 0.0221450571, output_fired_time: 0.0000000000, propagate_forward_time: 2.6605114937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2799632549
validation[          , genome  2878] predictions:    9375/  10000 (93.75%), best:    9450/10000 (94.50%), error:      2061.90015, best error:      1871.37109 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 27.8811206818s, input_fired_time: 0.1800404042, output_fired_time: 0.1200491488, propagate_forward_time: 11.4702491760, propagate_backward_time: 14.7252807617, weight_update_time: 0.0633440688, other_time: 1.3855018616
epoch time: 2.6288094521s, input_fired_time: 0.0204629190, output_fired_time: 0.0000000000, propagate_forward_time: 2.3586122990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2497341633
validation[          , genome  2878] predictions:    9437/  10000 (94.37%), best:    9450/10000 (94.50%), error:      1888.86035, best error:      1871.37109 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 27.5881271362s, input_fired_time: 0.1788552552, output_fired_time: 0.1184666902, propagate_forward_time: 11.3506278992, propagate_backward_time: 14.5757045746, weight_update_time: 0.0625118762, other_time: 1.3644714355
epoch time: 2.5939569473s, input_fired_time: 0.0202342365, output_fired_time: 0.0000000000, propagate_forward_time: 2.3280160427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2457065582
validation[          , genome  2878] predictions:    9443/  10000 (94.43%), best:    9443/10000 (94.43%), error:      1847.40613, best error:      1847.40613 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 29.0398654938s, input_fired_time: 0.1852656752, output_fired_time: 0.1246066093, propagate_forward_time: 11.9457035065, propagate_backward_time: 15.3577413559, weight_update_time: 0.0656610951, other_time: 1.4265470505
epoch time: 3.3551571369s, input_fired_time: 0.0249983165, output_fired_time: 0.0000000000, propagate_forward_time: 3.0180084705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3121502399
validation[          , genome  2878] predictions:    9454/  10000 (94.54%), best:    9454/10000 (94.54%), error:      1845.10938, best error:      1845.10938 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 34.1222000122s, input_fired_time: 0.2053464502, output_fired_time: 0.1429636627, propagate_forward_time: 14.0579824448, propagate_backward_time: 18.0711574554, weight_update_time: 0.0763830617, other_time: 1.6447505951
epoch time: 3.3573269844s, input_fired_time: 0.0245711170, output_fired_time: 0.0000000000, propagate_forward_time: 3.0219454765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108103275
validation[          , genome  2878] predictions:    9381/  10000 (93.81%), best:    9454/10000 (94.54%), error:      2062.93066, best error:      1845.10938 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 28.3314895630s, input_fired_time: 0.1823695004, output_fired_time: 0.1219600141, propagate_forward_time: 11.6721525192, propagate_backward_time: 14.9465312958, weight_update_time: 0.0644864440, other_time: 1.4084758759
epoch time: 2.2976486683s, input_fired_time: 0.0181221664, output_fired_time: 0.0000000000, propagate_forward_time: 2.0601656437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2193608284
validation[          , genome  2878] predictions:    9438/  10000 (94.38%), best:    9454/10000 (94.54%), error:      1892.64233, best error:      1845.10938 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 25.5809688568s, input_fired_time: 0.1704045087, output_fired_time: 0.1119133234, propagate_forward_time: 10.5079555511, propagate_backward_time: 13.5130167007, weight_update_time: 0.0578360260, other_time: 1.2776784897
epoch time: 2.3617866039s, input_fired_time: 0.0185790379, output_fired_time: 0.0000000000, propagate_forward_time: 2.1181492805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2250583172
validation[          , genome  2878] predictions:    9434/  10000 (94.34%), best:    9434/10000 (94.34%), error:      1823.14844, best error:      1823.14844 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 31.5952758789s, input_fired_time: 0.1950788796, output_fired_time: 0.1336388886, propagate_forward_time: 12.9889955521, propagate_backward_time: 16.7436523438, weight_update_time: 0.0707802922, other_time: 1.5339088440
epoch time: 2.0254073143s, input_fired_time: 0.0168494899, output_fired_time: 0.0000000000, propagate_forward_time: 1.8126221895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.1959356070
validation[          , genome  2878] predictions:    9449/  10000 (94.49%), best:    9434/10000 (94.34%), error:      1879.74512, best error:      1823.14844 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 25.2269020081s, input_fired_time: 0.1706579030, output_fired_time: 0.1110689417, propagate_forward_time: 10.3721542358, propagate_backward_time: 13.3078718185, weight_update_time: 0.0572045781, other_time: 1.2651491165
epoch time: 2.4365370274s, input_fired_time: 0.0190395191, output_fired_time: 0.0000000000, propagate_forward_time: 2.1864299774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310674191
validation[          , genome  2878] predictions:    9438/  10000 (94.38%), best:    9434/10000 (94.34%), error:      1857.19812, best error:      1823.14844 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 25.7151947021s, input_fired_time: 0.1719300896, output_fired_time: 0.1125998348, propagate_forward_time: 10.5956678391, propagate_backward_time: 13.5507488251, weight_update_time: 0.0582496598, other_time: 1.2842473984
epoch time: 3.2197587490s, input_fired_time: 0.0239773039, output_fired_time: 0.0000000000, propagate_forward_time: 2.8969345093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988469601
validation[          , genome  2878] predictions:    9464/  10000 (94.64%), best:    9464/10000 (94.64%), error:      1812.62769, best error:      1812.62769 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 34.9031867981s, input_fired_time: 0.2079112530, output_fired_time: 0.1456067562, propagate_forward_time: 14.4053983688, propagate_backward_time: 18.4596786499, weight_update_time: 0.0781080052, other_time: 1.6845893860
epoch time: 3.3577241898s, input_fired_time: 0.0245240275, output_fired_time: 0.0000000000, propagate_forward_time: 3.0250663757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3081338406
validation[          , genome  2878] predictions:    9462/  10000 (94.62%), best:    9464/10000 (94.64%), error:      1861.40588, best error:      1812.62769 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 29.2905025482s, input_fired_time: 0.1854943037, output_fired_time: 0.1254058480, propagate_forward_time: 12.0611763000, propagate_backward_time: 15.4763650894, weight_update_time: 0.0663605109, other_time: 1.4420614243
epoch time: 3.2113394737s, input_fired_time: 0.0241398755, output_fired_time: 0.0000000000, propagate_forward_time: 2.8910639286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961356640
validation[          , genome  2878] predictions:    9451/  10000 (94.51%), best:    9464/10000 (94.64%), error:      1921.59448, best error:      1812.62769 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 28.4527606964s, input_fired_time: 0.1821703166, output_fired_time: 0.1223997474, propagate_forward_time: 11.7308301926, propagate_backward_time: 15.0174655914, weight_update_time: 0.0642959997, other_time: 1.3998928070
epoch time: 2.3472013474s, input_fired_time: 0.0186763629, output_fired_time: 0.0000000000, propagate_forward_time: 2.1041724682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2243525982
validation[          , genome  2878] predictions:    9363/  10000 (93.63%), best:    9464/10000 (94.64%), error:      2192.68701, best error:      1812.62769 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 31.1175765991s, input_fired_time: 0.1926961839, output_fired_time: 0.1322266757, propagate_forward_time: 12.8305530548, propagate_backward_time: 16.4445819855, weight_update_time: 0.0702567548, other_time: 1.5175189972
epoch time: 2.6792137623s, input_fired_time: 0.0210129153, output_fired_time: 0.0000000000, propagate_forward_time: 2.4044778347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537229061
validation[          , genome  2878] predictions:    9442/  10000 (94.42%), best:    9464/10000 (94.64%), error:      1853.20947, best error:      1812.62769 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 27.8514556885s, input_fired_time: 0.1801178455, output_fired_time: 0.1198771298, propagate_forward_time: 11.4791555405, propagate_backward_time: 14.6968526840, weight_update_time: 0.0627810061, other_time: 1.3754510880
epoch time: 2.3588271141s, input_fired_time: 0.0186684299, output_fired_time: 0.0000000000, propagate_forward_time: 2.1158730984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2242856026
validation[          , genome  2878] predictions:    9413/  10000 (94.13%), best:    9464/10000 (94.64%), error:      1916.70923, best error:      1812.62769 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 32.2355041504s, input_fired_time: 0.1995574236, output_fired_time: 0.1359632462, propagate_forward_time: 13.2802915573, propagate_backward_time: 17.0429935455, weight_update_time: 0.0728808269, other_time: 1.5766963959
epoch time: 2.3488559723s, input_fired_time: 0.0189483706, output_fired_time: 0.0000000000, propagate_forward_time: 2.1054875851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2244200706
validation[          , genome  2878] predictions:    9420/  10000 (94.20%), best:    9464/10000 (94.64%), error:      1918.88806, best error:      1812.62769 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 31.9955062866s, input_fired_time: 0.1955918223, output_fired_time: 0.1353301257, propagate_forward_time: 13.1902799606, propagate_backward_time: 16.9193687439, weight_update_time: 0.0720823854, other_time: 1.5549354553
epoch time: 2.3407466412s, input_fired_time: 0.0183234755, output_fired_time: 0.0000000000, propagate_forward_time: 2.0992226601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2232005596
validation[          , genome  2878] predictions:    9426/  10000 (94.26%), best:    9464/10000 (94.64%), error:      1884.24683, best error:      1812.62769 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 25.5775604248s, input_fired_time: 0.1707294285, output_fired_time: 0.1113644764, propagate_forward_time: 10.5077295303, propagate_backward_time: 13.5026025772, weight_update_time: 0.0584259555, other_time: 1.2851352692
epoch time: 2.3535144329s, input_fired_time: 0.0189265031, output_fired_time: 0.0000000000, propagate_forward_time: 2.1104872227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2241005898
validation[          , genome  2878] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1793.26001, best error:      1793.26001 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 26.5177478790s, input_fired_time: 0.1757298410, output_fired_time: 0.1156768203, propagate_forward_time: 10.9016962051, propagate_backward_time: 14.0025653839, weight_update_time: 0.0601289012, other_time: 1.3220796585
epoch time: 2.3371973038s, input_fired_time: 0.0188695956, output_fired_time: 0.0000000000, propagate_forward_time: 2.0961813927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2221462727
validation[          , genome  2878] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1770.13928, best error:      1770.13928 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 28.4913654327s, input_fired_time: 0.1828703433, output_fired_time: 0.1226340085, propagate_forward_time: 11.7443218231, propagate_backward_time: 15.0338573456, weight_update_time: 0.0644273385, other_time: 1.4076805115
epoch time: 3.3615524769s, input_fired_time: 0.0248506907, output_fired_time: 0.0000000000, propagate_forward_time: 3.0256183147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110835552
validation[          , genome  2878] predictions:    9412/  10000 (94.12%), best:    9472/10000 (94.72%), error:      1977.93896, best error:      1770.13928 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 30.9692478180s, input_fired_time: 0.1944730133, output_fired_time: 0.1318760812, propagate_forward_time: 12.7369461060, propagate_backward_time: 16.3741321564, weight_update_time: 0.0701917186, other_time: 1.5318202972
epoch time: 2.5520071983s, input_fired_time: 0.0206591822, output_fired_time: 0.0000000000, propagate_forward_time: 2.2887639999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425839901
validation[          , genome  2878] predictions:    9445/  10000 (94.45%), best:    9472/10000 (94.72%), error:      1859.10950, best error:      1770.13928 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 28.4410247803s, input_fired_time: 0.1848110408, output_fired_time: 0.1226625741, propagate_forward_time: 11.6550664902, propagate_backward_time: 15.0654830933, weight_update_time: 0.0644202977, other_time: 1.4130020142
epoch time: 2.6625187397s, input_fired_time: 0.0212756321, output_fired_time: 0.0000000000, propagate_forward_time: 2.3882241249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2530190945
validation[          , genome  2878] predictions:    9466/  10000 (94.66%), best:    9472/10000 (94.72%), error:      1776.07947, best error:      1770.13928 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 28.2967147827s, input_fired_time: 0.1851806492, output_fired_time: 0.1218380034, propagate_forward_time: 11.6337966919, propagate_backward_time: 14.9326372147, weight_update_time: 0.0653387904, other_time: 1.4232625961
epoch time: 2.5289957523s, input_fired_time: 0.0207774229, output_fired_time: 0.0000000000, propagate_forward_time: 2.2644042969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2438139915
validation[          , genome  2878] predictions:    9395/  10000 (93.95%), best:    9472/10000 (94.72%), error:      1993.43982, best error:      1770.13928 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.4712562561s, input_fired_time: 0.2117465883, output_fired_time: 0.1480433643, propagate_forward_time: 14.6006994247, propagate_backward_time: 18.8115119934, weight_update_time: 0.0794904679, other_time: 1.6992530823
epoch time: 3.3575606346s, input_fired_time: 0.0256183539, output_fired_time: 0.0000000000, propagate_forward_time: 3.0220358372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099064827
validation[          , genome  2878] predictions:    9462/  10000 (94.62%), best:    9472/10000 (94.72%), error:      1833.59375, best error:      1770.13928 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 35.9450721741s, input_fired_time: 0.2128820866, output_fired_time: 0.1495064050, propagate_forward_time: 14.8344316483, propagate_backward_time: 19.0260639191, weight_update_time: 0.0802684352, other_time: 1.7221889496
epoch time: 2.5370731354s, input_fired_time: 0.0203929320, output_fired_time: 0.0000000000, propagate_forward_time: 2.2733156681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2433645725
validation[          , genome  2878] predictions:    9452/  10000 (94.52%), best:    9472/10000 (94.72%), error:      1871.49097, best error:      1770.13928 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 27.6228961945s, input_fired_time: 0.1815675795, output_fired_time: 0.1197049320, propagate_forward_time: 11.3411321640, propagate_backward_time: 14.6046094894, weight_update_time: 0.0629437864, other_time: 1.3758811951
epoch time: 2.3393108845s, input_fired_time: 0.0192622952, output_fired_time: 0.0000000000, propagate_forward_time: 2.0956666470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2243819237
validation[          , genome  2878] predictions:    9444/  10000 (94.44%), best:    9472/10000 (94.72%), error:      1835.69043, best error:      1770.13928 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 27.6340980530s, input_fired_time: 0.1811872870, output_fired_time: 0.1192772612, propagate_forward_time: 11.3532800674, propagate_backward_time: 14.6080980301, weight_update_time: 0.0626082197, other_time: 1.3722553253
epoch time: 2.4333488941s, input_fired_time: 0.0197211541, output_fired_time: 0.0000000000, propagate_forward_time: 2.1816639900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2319636345
validation[          , genome  2878] predictions:    9442/  10000 (94.42%), best:    9472/10000 (94.72%), error:      1899.17603, best error:      1770.13928 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 28.2637481689s, input_fired_time: 0.1844586134, output_fired_time: 0.1218770668, propagate_forward_time: 11.6233940125, propagate_backward_time: 14.9344263077, weight_update_time: 0.0639635175, other_time: 1.3995923996
epoch time: 2.6058597565s, input_fired_time: 0.0208119862, output_fired_time: 0.0000000000, propagate_forward_time: 2.3384468555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2466008663
validation[          , genome  2878] predictions:    9458/  10000 (94.58%), best:    9472/10000 (94.72%), error:      1869.68396, best error:      1770.13928 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 28.3013057709s, input_fired_time: 0.1836673319, output_fired_time: 0.1217913181, propagate_forward_time: 11.6354608536, propagate_backward_time: 14.9701862335, weight_update_time: 0.0637366921, other_time: 1.3901996613
epoch time: 2.5558433533s, input_fired_time: 0.0206594933, output_fired_time: 0.0000000000, propagate_forward_time: 2.2920196056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2431643009
validation[          , genome  2878] predictions:    9327/  10000 (93.27%), best:    9472/10000 (94.72%), error:      2159.92798, best error:      1770.13928 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 27.6788749695s, input_fired_time: 0.1814863235, output_fired_time: 0.1195768341, propagate_forward_time: 11.3962297440, propagate_backward_time: 14.6232624054, weight_update_time: 0.0621040426, other_time: 1.3583192825
epoch time: 2.8217029572s, input_fired_time: 0.0221597794, output_fired_time: 0.0000000000, propagate_forward_time: 2.5303175449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692255974
validation[          , genome  2878] predictions:    9481/  10000 (94.81%), best:    9481/10000 (94.81%), error:      1761.72961, best error:      1761.72961 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 32.3093414307s, input_fired_time: 0.2000892460, output_fired_time: 0.1360973120, propagate_forward_time: 13.2914886475, propagate_backward_time: 17.1248798370, weight_update_time: 0.0720250756, other_time: 1.5567874908
epoch time: 2.4995748997s, input_fired_time: 0.0202572346, output_fired_time: 0.0000000000, propagate_forward_time: 2.2401313782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2391862869
validation[          , genome  2878] predictions:    9472/  10000 (94.72%), best:    9481/10000 (94.81%), error:      1805.16296, best error:      1761.72961 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 31.2503204346s, input_fired_time: 0.1970233917, output_fired_time: 0.1326975077, propagate_forward_time: 12.8360443115, propagate_backward_time: 16.5283222198, weight_update_time: 0.0702433214, other_time: 1.5562324524
epoch time: 2.8469727039s, input_fired_time: 0.0222293586, output_fired_time: 0.0000000000, propagate_forward_time: 2.5445675850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801756859
validation[          , genome  2878] predictions:    9450/  10000 (94.50%), best:    9481/10000 (94.81%), error:      1827.57373, best error:      1761.72961 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 28.4845714569s, input_fired_time: 0.1854988188, output_fired_time: 0.1221065372, propagate_forward_time: 11.6875839233, propagate_backward_time: 15.0421056747, weight_update_time: 0.0642892942, other_time: 1.4472761154
epoch time: 2.5475416183s, input_fired_time: 0.0215800162, output_fired_time: 0.0000000000, propagate_forward_time: 2.2759299278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2500317097
validation[          , genome  2878] predictions:    9485/  10000 (94.85%), best:    9481/10000 (94.81%), error:      1778.78015, best error:      1761.72961 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 29.2000274658s, input_fired_time: 0.1883167177, output_fired_time: 0.1254652441, propagate_forward_time: 12.0267133713, propagate_backward_time: 15.4179248810, weight_update_time: 0.0658275858, other_time: 1.4416065216
epoch time: 2.6445739269s, input_fired_time: 0.0210746489, output_fired_time: 0.0000000000, propagate_forward_time: 2.3718802929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2516191006
validation[          , genome  2878] predictions:    9433/  10000 (94.33%), best:    9481/10000 (94.81%), error:      1839.86401, best error:      1761.72961 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 29.9105644226s, input_fired_time: 0.1912899017, output_fired_time: 0.1278670579, propagate_forward_time: 12.3228588104, propagate_backward_time: 15.7762222290, weight_update_time: 0.0672027171, other_time: 1.4923267365
epoch time: 3.2597644329s, input_fired_time: 0.0250625480, output_fired_time: 0.0000000000, propagate_forward_time: 2.9287204742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3059813976
validation[          , genome  2878] predictions:    9477/  10000 (94.77%), best:    9481/10000 (94.81%), error:      1815.46582, best error:      1761.72961 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 31.5629444122s, input_fired_time: 0.2037056088, output_fired_time: 0.1345055252, propagate_forward_time: 13.0068273544, propagate_backward_time: 16.6472072601, weight_update_time: 0.0704414919, other_time: 1.5706996918
epoch time: 2.6095590591s, input_fired_time: 0.0209965147, output_fired_time: 0.0000000000, propagate_forward_time: 2.3351001740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2534623146
validation[          , genome  2878] predictions:    9439/  10000 (94.39%), best:    9481/10000 (94.81%), error:      1877.45972, best error:      1761.72961 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 32.5331726074s, input_fired_time: 0.2046425641, output_fired_time: 0.1367450953, propagate_forward_time: 13.3946533203, propagate_backward_time: 17.1820793152, weight_update_time: 0.0731720030, other_time: 1.6150512695
epoch time: 2.8326807022s, input_fired_time: 0.0222552437, output_fired_time: 0.0000000000, propagate_forward_time: 2.5397288799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706966400
validation[          , genome  2878] predictions:    9479/  10000 (94.79%), best:    9481/10000 (94.81%), error:      1797.00537, best error:      1761.72961 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 28.3371486664s, input_fired_time: 0.1872239858, output_fired_time: 0.1218577847, propagate_forward_time: 11.6120395660, propagate_backward_time: 14.9627428055, weight_update_time: 0.0644353852, other_time: 1.4532842636
epoch time: 3.3746697903s, input_fired_time: 0.0254446510, output_fired_time: 0.0000000000, propagate_forward_time: 3.0252916813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3239333630
validation[          , genome  2878] predictions:    9466/  10000 (94.66%), best:    9481/10000 (94.81%), error:      1787.95496, best error:      1761.72961 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 32.6767234802s, input_fired_time: 0.2012800127, output_fired_time: 0.1380813569, propagate_forward_time: 13.4217700958, propagate_backward_time: 17.2926712036, weight_update_time: 0.0728283525, other_time: 1.6229228973
epoch time: 2.4905793667s, input_fired_time: 0.0201899745, output_fired_time: 0.0000000000, propagate_forward_time: 2.2312035561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2391858101
validation[          , genome  2878] predictions:    9430/  10000 (94.30%), best:    9481/10000 (94.81%), error:      1905.08374, best error:      1761.72961 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 27.8004302979s, input_fired_time: 0.1817597151, output_fired_time: 0.1188542768, propagate_forward_time: 11.4232864380, propagate_backward_time: 14.6913986206, weight_update_time: 0.0620118976, other_time: 1.3851318359
epoch time: 2.5668735504s, input_fired_time: 0.0202289540, output_fired_time: 0.0000000000, propagate_forward_time: 2.3027029037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2439417839
validation[          , genome  2878] predictions:    9438/  10000 (94.38%), best:    9481/10000 (94.81%), error:      1843.54846, best error:      1761.72961 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 28.2724323273s, input_fired_time: 0.1830945015, output_fired_time: 0.1211740524, propagate_forward_time: 11.5974473953, propagate_backward_time: 14.9901666641, weight_update_time: 0.0629762858, other_time: 1.3805494308
epoch time: 2.4867842197s, input_fired_time: 0.0202109069, output_fired_time: 0.0000000000, propagate_forward_time: 2.2307851315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2357881069
validation[          , genome  2878] predictions:    9475/  10000 (94.75%), best:    9481/10000 (94.81%), error:      1798.38892, best error:      1761.72961 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 27.7882976532s, input_fired_time: 0.1807462424, output_fired_time: 0.1189856827, propagate_forward_time: 11.4640750885, propagate_backward_time: 14.6700181961, weight_update_time: 0.0619559661, other_time: 1.3544721603
epoch time: 2.5923407078s, input_fired_time: 0.0208471138, output_fired_time: 0.0000000000, propagate_forward_time: 2.3268971443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2445964813
validation[          , genome  2878] predictions:    9472/  10000 (94.72%), best:    9481/10000 (94.81%), error:      1762.42615, best error:      1761.72961 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 30.6219825745s, input_fired_time: 0.1937579513, output_fired_time: 0.1299439520, propagate_forward_time: 12.6279935837, propagate_backward_time: 16.1790313721, weight_update_time: 0.0688407645, other_time: 1.4912567139
epoch time: 3.2539992332s, input_fired_time: 0.0248738639, output_fired_time: 0.0000000000, propagate_forward_time: 2.9275181293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016071320
validation[          , genome  2878] predictions:    9462/  10000 (94.62%), best:    9481/10000 (94.81%), error:      1838.73975, best error:      1761.72961 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 27.7187347412s, input_fired_time: 0.1826242954, output_fired_time: 0.1194541603, propagate_forward_time: 11.4052820206, propagate_backward_time: 14.6459560394, weight_update_time: 0.0618455224, other_time: 1.3654193878
epoch time: 2.3997256756s, input_fired_time: 0.0199571475, output_fired_time: 0.0000000000, propagate_forward_time: 2.1534616947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2263069153
validation[          , genome  2878] predictions:    9451/  10000 (94.51%), best:    9481/10000 (94.81%), error:      1852.82861, best error:      1761.72961 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 31.3179893494s, input_fired_time: 0.1974081248, output_fired_time: 0.1317363977, propagate_forward_time: 12.9117727280, propagate_backward_time: 16.5610675812, weight_update_time: 0.0694260299, other_time: 1.5160045624
epoch time: 2.5120904446s, input_fired_time: 0.0201356541, output_fired_time: 0.0000000000, propagate_forward_time: 2.2540576458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378971577
validation[          , genome  2878] predictions:    9461/  10000 (94.61%), best:    9481/10000 (94.81%), error:      1806.47498, best error:      1761.72961 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 25.4503307343s, input_fired_time: 0.1749225408, output_fired_time: 0.1116649806, propagate_forward_time: 10.4708786011, propagate_backward_time: 13.4035549164, weight_update_time: 0.0584558733, other_time: 1.2893085480
epoch time: 2.2638239861s, input_fired_time: 0.0189730413, output_fired_time: 0.0000000000, propagate_forward_time: 2.0273611546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2174897194
validation[          , genome  2878] predictions:    9460/  10000 (94.60%), best:    9481/10000 (94.81%), error:      1804.43140, best error:      1761.72961 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 27.2680339813s, input_fired_time: 0.1804970056, output_fired_time: 0.1171759441, propagate_forward_time: 11.1974296570, propagate_backward_time: 14.4112815857, weight_update_time: 0.0620955117, other_time: 1.3616504669
epoch time: 2.2967846394s, input_fired_time: 0.0190940835, output_fired_time: 0.0000000000, propagate_forward_time: 2.0584013462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2192893028
validation[          , genome  2878] predictions:    9460/  10000 (94.60%), best:    9481/10000 (94.81%), error:      1810.12317, best error:      1761.72961 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 25.2197704315s, input_fired_time: 0.1728239357, output_fired_time: 0.1103520840, propagate_forward_time: 10.3306560516, propagate_backward_time: 13.3297033310, weight_update_time: 0.0582306795, other_time: 1.2762346268
epoch time: 2.2855629921s, input_fired_time: 0.0191222113, output_fired_time: 0.0000000000, propagate_forward_time: 2.0453143120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2211265564
validation[          , genome  2878] predictions:    9491/  10000 (94.91%), best:    9491/10000 (94.91%), error:      1751.79199, best error:      1751.79199 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 25.7045536041s, input_fired_time: 0.1749036163, output_fired_time: 0.1115142852, propagate_forward_time: 10.5673170090, propagate_backward_time: 13.5650424957, weight_update_time: 0.0586210489, other_time: 1.2857751846
epoch time: 2.3371250629s, input_fired_time: 0.0194510631, output_fired_time: 0.0000000000, propagate_forward_time: 2.0941054821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235684395
validation[          , genome  2878] predictions:    9448/  10000 (94.48%), best:    9491/10000 (94.91%), error:      1871.80176, best error:      1751.79199 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 25.3880176544s, input_fired_time: 0.1732438803, output_fired_time: 0.1110995412, propagate_forward_time: 10.4437437057, propagate_backward_time: 13.3856115341, weight_update_time: 0.0572647490, other_time: 1.2743186951
epoch time: 2.4159281254s, input_fired_time: 0.0199314374, output_fired_time: 0.0000000000, propagate_forward_time: 2.1627292633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2332673073
validation[          , genome  2878] predictions:    9385/  10000 (93.85%), best:    9491/10000 (94.91%), error:      2043.28577, best error:      1751.79199 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 29.5845584869s, input_fired_time: 0.1886403114, output_fired_time: 0.1263403296, propagate_forward_time: 12.2005233765, propagate_backward_time: 15.6205682755, weight_update_time: 0.0648901388, other_time: 1.4484853745
epoch time: 2.8907117844s, input_fired_time: 0.0222021416, output_fired_time: 0.0000000000, propagate_forward_time: 2.5988733768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696361542
validation[          , genome  2878] predictions:    9477/  10000 (94.77%), best:    9491/10000 (94.91%), error:      1783.32666, best error:      1751.79199 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 32.3420028687s, input_fired_time: 0.1986685842, output_fired_time: 0.1359986067, propagate_forward_time: 13.3268947601, propagate_backward_time: 17.1230945587, weight_update_time: 0.0704998970, other_time: 1.5573463440
epoch time: 2.3449470997s, input_fired_time: 0.0191799495, output_fired_time: 0.0000000000, propagate_forward_time: 2.0997316837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2260353565
validation[          , genome  2878] predictions:    9483/  10000 (94.83%), best:    9483/10000 (94.83%), error:      1727.89746, best error:      1727.89746 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 26.2817859650s, input_fired_time: 0.1764829159, output_fired_time: 0.1141853556, propagate_forward_time: 10.7761392593, propagate_backward_time: 13.9041290283, weight_update_time: 0.0583139099, other_time: 1.3108491898
epoch time: 2.9088907242s, input_fired_time: 0.0224106479, output_fired_time: 0.0000000000, propagate_forward_time: 2.6150267124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714533806
validation[          , genome  2878] predictions:    9427/  10000 (94.27%), best:    9483/10000 (94.83%), error:      1933.04626, best error:      1727.89746 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 25.2341690063s, input_fired_time: 0.1733156592, output_fired_time: 0.1103584468, propagate_forward_time: 10.4229183197, propagate_backward_time: 13.2703123093, weight_update_time: 0.0559336804, other_time: 1.2572641373
epoch time: 2.3501343727s, input_fired_time: 0.0196264014, output_fired_time: 0.0000000000, propagate_forward_time: 2.1072881222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2232198715
validation[          , genome  2878] predictions:    9470/  10000 (94.70%), best:    9483/10000 (94.83%), error:      1802.96643, best error:      1727.89746 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 27.1217002869s, input_fired_time: 0.1797392815, output_fired_time: 0.1176687628, propagate_forward_time: 11.1254177094, propagate_backward_time: 14.3726778030, weight_update_time: 0.0595741086, other_time: 1.3261976242
epoch time: 2.2794041634s, input_fired_time: 0.0186539404, output_fired_time: 0.0000000000, propagate_forward_time: 2.0441076756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2166426182
validation[          , genome  2878] predictions:    9463/  10000 (94.63%), best:    9483/10000 (94.83%), error:      1800.44995, best error:      1727.89746 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 27.3662948608s, input_fired_time: 0.1800571382, output_fired_time: 0.1185998023, propagate_forward_time: 11.2571992874, propagate_backward_time: 14.4750938416, weight_update_time: 0.0597270057, other_time: 1.3353452682
epoch time: 3.3562095165s, input_fired_time: 0.0246621314, output_fired_time: 0.0000000000, propagate_forward_time: 3.0228834152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3086640835
validation[          , genome  2878] predictions:    9460/  10000 (94.60%), best:    9483/10000 (94.83%), error:      1835.79199, best error:      1727.89746 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 29.0008831024s, input_fired_time: 0.1871421039, output_fired_time: 0.1248814464, propagate_forward_time: 11.9420871735, propagate_backward_time: 15.3261461258, weight_update_time: 0.0635699034, other_time: 1.4206266403
epoch time: 2.2978739738s, input_fired_time: 0.0190803632, output_fired_time: 0.0000000000, propagate_forward_time: 2.0581607819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2206327915
validation[          , genome  2878] predictions:    9484/  10000 (94.84%), best:    9483/10000 (94.83%), error:      1768.66797, best error:      1727.89746 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 30.0551643372s, input_fired_time: 0.1910614818, output_fired_time: 0.1283071488, propagate_forward_time: 12.3711709976, propagate_backward_time: 15.9113683701, weight_update_time: 0.0657403246, other_time: 1.4532556534
epoch time: 3.3567764759s, input_fired_time: 0.0251619164, output_fired_time: 0.0000000000, propagate_forward_time: 3.0210924149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105220795
validation[          , genome  2878] predictions:    9493/  10000 (94.93%), best:    9483/10000 (94.83%), error:      1734.20520, best error:      1727.89746 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 32.1173057556s, input_fired_time: 0.1981228739, output_fired_time: 0.1355405897, propagate_forward_time: 13.2500152588, propagate_backward_time: 16.9916248322, weight_update_time: 0.0698825493, other_time: 1.5420036316
epoch time: 2.2725551128s, input_fired_time: 0.0188817643, output_fired_time: 0.0000000000, propagate_forward_time: 2.0365204811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2171528339
validation[          , genome  2878] predictions:    9458/  10000 (94.58%), best:    9483/10000 (94.83%), error:      1798.41333, best error:      1727.89746 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 35.5894737244s, input_fired_time: 0.2121271193, output_fired_time: 0.1483306885, propagate_forward_time: 14.7012014389, propagate_backward_time: 18.8486709595, weight_update_time: 0.0776616484, other_time: 1.6791419983
epoch time: 3.3573007584s, input_fired_time: 0.0257472117, output_fired_time: 0.0000000000, propagate_forward_time: 3.0221505165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094029427
validation[          , genome  2878] predictions:    9471/  10000 (94.71%), best:    9483/10000 (94.83%), error:      1761.05481, best error:      1727.89746 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 31.4322357178s, input_fired_time: 0.1971875280, output_fired_time: 0.1330179572, propagate_forward_time: 12.9547176361, propagate_backward_time: 16.6473960876, weight_update_time: 0.0687841922, other_time: 1.4999160767
epoch time: 2.4016268253s, input_fired_time: 0.0196802896, output_fired_time: 0.0000000000, propagate_forward_time: 2.1536173820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283291817
validation[          , genome  2878] predictions:    9438/  10000 (94.38%), best:    9483/10000 (94.83%), error:      1860.40674, best error:      1727.89746 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 26.2787437439s, input_fired_time: 0.1782480627, output_fired_time: 0.1148258299, propagate_forward_time: 10.7899074554, propagate_backward_time: 13.9013700485, weight_update_time: 0.0578775592, other_time: 1.2943925858
epoch time: 2.3987355232s, input_fired_time: 0.0197430290, output_fired_time: 0.0000000000, propagate_forward_time: 2.1523389816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2266535759
validation[          , genome  2878] predictions:    9464/  10000 (94.64%), best:    9483/10000 (94.83%), error:      1772.47559, best error:      1727.89746 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 26.5935001373s, input_fired_time: 0.1790254861, output_fired_time: 0.1158181727, propagate_forward_time: 10.9518661499, propagate_backward_time: 14.0369663239, weight_update_time: 0.0586912856, other_time: 1.3098239899
epoch time: 3.2447457314s, input_fired_time: 0.0247546751, output_fired_time: 0.0000000000, propagate_forward_time: 2.9191098213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008811474
validation[          , genome  2878] predictions:    9447/  10000 (94.47%), best:    9483/10000 (94.83%), error:      1877.12708, best error:      1727.89746 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 27.1090297699s, input_fired_time: 0.1812445670, output_fired_time: 0.1176182777, propagate_forward_time: 11.1676263809, propagate_backward_time: 14.3128175735, weight_update_time: 0.0599068590, other_time: 1.3297233582
epoch time: 2.3354206085s, input_fired_time: 0.0193992183, output_fired_time: 0.0000000000, propagate_forward_time: 2.0912940502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2247273922
validation[          , genome  2878] predictions:    9478/  10000 (94.78%), best:    9483/10000 (94.83%), error:      1761.12354, best error:      1727.89746 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 33.1409683228s, input_fired_time: 0.2033199072, output_fired_time: 0.1395359188, propagate_forward_time: 13.6650781631, propagate_backward_time: 17.5470237732, weight_update_time: 0.0722179338, other_time: 1.5860099792
epoch time: 2.4300198555s, input_fired_time: 0.0203804262, output_fired_time: 0.0000000000, propagate_forward_time: 2.1805484295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2290909290
validation[          , genome  2878] predictions:    9464/  10000 (94.64%), best:    9483/10000 (94.83%), error:      1803.16516, best error:      1727.89746 on epoch:    87, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 12.7075443268s, input_fired_time: 0.1049026325, output_fired_time: 0.0000000000, propagate_forward_time: 11.3657875061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2368545532
best training[          , genome  2878] predictions:   48219/  50000 (96.44%), best:    9483/10000 (94.83%), error:      6377.52930, best error:      1727.89746 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 2.4946582317s, input_fired_time: 0.0200889856, output_fired_time: 0.0000000000, propagate_forward_time: 2.2377240658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2368452549
   testing[          , genome  2878] predictions:    9521/  10000 (95.21%), best:    9483/10000 (94.83%), error:      1654.87366, best error:      1727.89746 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:58:21 (36253): called boinc_finish(0)

</stderr_txt>
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