Nameexact_genome_1509103842_25_17152_2
Workunit2276174
Created28 Oct 2017, 15:56:25 UTC
Sent28 Oct 2017, 16:18:24 UTC
Report deadline18 Dec 2017, 12:33:54 UTC
Received1 Nov 2017, 9:31:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 days 1 hours 6 min 54 sec
CPU time1 days 1 hours 6 min 26 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.68 MB
Peak swap size173.23 MB
Peak disk usage6.28 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
tput_fired_time: 9.8072338104, propagate_forward_time: 313.6835021973, propagate_backward_time: 484.0162658691, weight_update_time: 0.8295756578, other_time: 9.7167968750
epoch time: 65.6292800903s, input_fired_time: 1.2216583490, output_fired_time: 0.0000000000, propagate_forward_time: 62.7152404785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6923828125
validation[          , genome 17152] predictions:    9841/  10000 (98.41%), best:    9862/10000 (98.62%), error:       533.30817, best error:       450.58383 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 825.1604614258s, input_fired_time: 10.0851259232, output_fired_time: 9.7521963120, propagate_forward_time: 313.0511169434, propagate_backward_time: 482.7128295898, weight_update_time: 0.8212119937, other_time: 9.5591735840
epoch time: 65.6823348999s, input_fired_time: 1.2233197689, output_fired_time: 0.0000000000, propagate_forward_time: 62.7656974792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6933174133
validation[          , genome 17152] predictions:    9819/  10000 (98.19%), best:    9862/10000 (98.62%), error:       592.06879, best error:       450.58383 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 823.1799926758s, input_fired_time: 10.2508525848, output_fired_time: 9.7029590607, propagate_forward_time: 312.1058959961, propagate_backward_time: 481.2892150879, weight_update_time: 0.8323894143, other_time: 9.8310852051
epoch time: 65.1295700073s, input_fired_time: 1.2396090031, output_fired_time: 0.0000000000, propagate_forward_time: 62.0976562500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7923049927
validation[          , genome 17152] predictions:    9837/  10000 (98.37%), best:    9862/10000 (98.62%), error:       506.29993, best error:       450.58383 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 823.4765014648s, input_fired_time: 10.2461977005, output_fired_time: 9.7214136124, propagate_forward_time: 311.5702209473, propagate_backward_time: 481.9984130859, weight_update_time: 0.8357270360, other_time: 9.9402160645
epoch time: 65.6495666504s, input_fired_time: 1.2231005430, output_fired_time: 0.0000000000, propagate_forward_time: 62.7331352234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6933326721
validation[          , genome 17152] predictions:    9849/  10000 (98.49%), best:    9862/10000 (98.62%), error:       489.42819, best error:       450.58383 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 827.1277465820s, input_fired_time: 10.2896909714, output_fired_time: 9.7914276123, propagate_forward_time: 313.6246948242, propagate_backward_time: 483.4678039551, weight_update_time: 0.8341045380, other_time: 9.9541320801
epoch time: 65.5774612427s, input_fired_time: 1.2277796268, output_fired_time: 0.0000000000, propagate_forward_time: 62.6570320129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6926460266
validation[          , genome 17152] predictions:    9805/  10000 (98.05%), best:    9862/10000 (98.62%), error:       597.70496, best error:       450.58383 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 826.4610595703s, input_fired_time: 10.1342144012, output_fired_time: 9.7826156616, propagate_forward_time: 313.0698242188, propagate_backward_time: 483.8650207520, weight_update_time: 0.8253286481, other_time: 9.6094055176
epoch time: 65.5486602783s, input_fired_time: 1.2286704779, output_fired_time: 0.0000000000, propagate_forward_time: 62.6323280334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6876640320
validation[          , genome 17152] predictions:    9863/  10000 (98.63%), best:    9863/10000 (98.63%), error:       441.20862, best error:       441.20862 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 825.7703857422s, input_fired_time: 10.1619977951, output_fired_time: 9.7351932526, propagate_forward_time: 312.5567626953, propagate_backward_time: 483.6786193848, weight_update_time: 0.8256123066, other_time: 9.6378479004
epoch time: 65.8656311035s, input_fired_time: 1.2417178154, output_fired_time: 0.0000000000, propagate_forward_time: 62.8472251892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7766914368
validation[          , genome 17152] predictions:    9827/  10000 (98.27%), best:    9863/10000 (98.63%), error:       547.00067, best error:       441.20862 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 823.0756835938s, input_fired_time: 10.0933866501, output_fired_time: 9.7216520309, propagate_forward_time: 312.0610961914, propagate_backward_time: 481.6690673828, weight_update_time: 0.8173097372, other_time: 9.5304565430
epoch time: 65.7291412354s, input_fired_time: 1.2278200388, output_fired_time: 0.0000000000, propagate_forward_time: 62.8051414490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6961784363
validation[          , genome 17152] predictions:    9852/  10000 (98.52%), best:    9863/10000 (98.63%), error:       500.81140, best error:       441.20862 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 828.0666503906s, input_fired_time: 10.3520956039, output_fired_time: 9.8046560287, propagate_forward_time: 313.7163085938, propagate_backward_time: 484.1730041504, weight_update_time: 0.8402458429, other_time: 10.0205993652
epoch time: 64.9968414307s, input_fired_time: 1.2377258539, output_fired_time: 0.0000000000, propagate_forward_time: 61.9755935669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7835235596
validation[          , genome 17152] predictions:    9819/  10000 (98.19%), best:    9863/10000 (98.63%), error:       612.59613, best error:       441.20862 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 821.6823120117s, input_fired_time: 10.1369524002, output_fired_time: 9.7409677505, propagate_forward_time: 311.5520629883, propagate_backward_time: 480.6345825195, weight_update_time: 0.8203414679, other_time: 9.6177368164
epoch time: 64.8653259277s, input_fired_time: 1.2242823839, output_fired_time: 0.0000000000, propagate_forward_time: 61.9333534241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7076911926
validation[          , genome 17152] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       437.67279, best error:       437.67279 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 823.4790649414s, input_fired_time: 10.1060657501, output_fired_time: 9.7395782471, propagate_forward_time: 312.1013183594, propagate_backward_time: 482.0120849609, weight_update_time: 0.8200901151, other_time: 9.5200195313
epoch time: 65.7662582397s, input_fired_time: 1.2328705788, output_fired_time: 0.0000000000, propagate_forward_time: 62.8394241333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6939620972
validation[          , genome 17152] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       467.45386, best error:       437.67279 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 826.6458129883s, input_fired_time: 10.1569795609, output_fired_time: 9.8346748352, propagate_forward_time: 313.6838684082, propagate_backward_time: 483.3928527832, weight_update_time: 0.8206092119, other_time: 9.5774536133
epoch time: 65.6598510742s, input_fired_time: 1.2272998095, output_fired_time: 0.0000000000, propagate_forward_time: 62.7392311096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6933174133
validation[          , genome 17152] predictions:    9855/  10000 (98.55%), best:    9860/10000 (98.60%), error:       470.67810, best error:       437.67279 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 823.6290893555s, input_fired_time: 10.1944112778, output_fired_time: 9.7391834259, propagate_forward_time: 312.3919677734, propagate_backward_time: 481.5953063965, weight_update_time: 0.8231428862, other_time: 9.7082214355
epoch time: 65.7064895630s, input_fired_time: 1.2268453836, output_fired_time: 0.0000000000, propagate_forward_time: 62.7847824097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6948623657
validation[          , genome 17152] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       409.08228, best error:       409.08228 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 824.6904296875s, input_fired_time: 10.1516160965, output_fired_time: 9.7881498337, propagate_forward_time: 312.7683715820, propagate_backward_time: 482.3391418457, weight_update_time: 0.8205718994, other_time: 9.6431579590
epoch time: 65.6340408325s, input_fired_time: 1.2283959389, output_fired_time: 0.0000000000, propagate_forward_time: 62.7121467590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6935005188
validation[          , genome 17152] predictions:    9876/  10000 (98.76%), best:    9869/10000 (98.69%), error:       423.85339, best error:       409.08228 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 824.0953369141s, input_fired_time: 10.3519029617, output_fired_time: 9.7591733932, propagate_forward_time: 312.4833374023, propagate_backward_time: 481.4943542480, weight_update_time: 0.8370693326, other_time: 10.0065612793
epoch time: 65.6598052979s, input_fired_time: 1.2569818497, output_fired_time: 0.0000000000, propagate_forward_time: 62.6251258850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7776985168
validation[          , genome 17152] predictions:    9861/  10000 (98.61%), best:    9869/10000 (98.69%), error:       494.57123, best error:       409.08228 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 827.1022338867s, input_fired_time: 10.1646947861, output_fired_time: 9.8100805283, propagate_forward_time: 313.7355957031, propagate_backward_time: 483.8444519043, weight_update_time: 0.8231156468, other_time: 9.5474548340
epoch time: 65.6449584961s, input_fired_time: 1.2340819836, output_fired_time: 0.0000000000, propagate_forward_time: 62.7202568054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6906166077
validation[          , genome 17152] predictions:    9864/  10000 (98.64%), best:    9869/10000 (98.69%), error:       454.58206, best error:       409.08228 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 823.9619140625s, input_fired_time: 10.1549310684, output_fired_time: 9.7422475815, propagate_forward_time: 312.7144470215, propagate_backward_time: 481.7480163574, weight_update_time: 0.8192682862, other_time: 9.6022949219
epoch time: 65.3973083496s, input_fired_time: 1.2304197550, output_fired_time: 0.0000000000, propagate_forward_time: 62.4680061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6988792419
validation[          , genome 17152] predictions:    9863/  10000 (98.63%), best:    9869/10000 (98.69%), error:       445.66455, best error:       409.08228 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 819.5650634766s, input_fired_time: 10.1321744919, output_fired_time: 9.6797142029, propagate_forward_time: 310.9707641602, propagate_backward_time: 479.1967773438, weight_update_time: 0.8217047453, other_time: 9.5856323242
epoch time: 65.3593673706s, input_fired_time: 1.2306269407, output_fired_time: 0.0000000000, propagate_forward_time: 62.4374008179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6913375854
validation[          , genome 17152] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       408.03848, best error:       408.03848 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 825.8630981445s, input_fired_time: 10.2435932159, output_fired_time: 9.7532043457, propagate_forward_time: 313.3902893066, propagate_backward_time: 482.7419128418, weight_update_time: 0.8281019330, other_time: 9.7341308594
epoch time: 65.9574508667s, input_fired_time: 1.2610642910, output_fired_time: 0.0000000000, propagate_forward_time: 62.9018630981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7945251465
validation[          , genome 17152] predictions:    9850/  10000 (98.50%), best:    9870/10000 (98.70%), error:       507.35226, best error:       408.03848 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 826.5723266602s, input_fired_time: 10.1943330765, output_fired_time: 9.7406063080, propagate_forward_time: 312.6140441895, propagate_backward_time: 484.3575439453, weight_update_time: 0.8264406323, other_time: 9.6658020020
epoch time: 64.9577102661s, input_fired_time: 1.2298403978, output_fired_time: 0.0000000000, propagate_forward_time: 62.0352058411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6926651001
validation[          , genome 17152] predictions:    9880/  10000 (98.80%), best:    9870/10000 (98.70%), error:       413.56009, best error:       408.03848 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 825.7017822266s, input_fired_time: 10.3381948471, output_fired_time: 9.7553606033, propagate_forward_time: 313.1238708496, propagate_backward_time: 482.5541076660, weight_update_time: 0.8330532908, other_time: 9.9302368164
epoch time: 65.7971878052s, input_fired_time: 1.2402100563, output_fired_time: 0.0000000000, propagate_forward_time: 62.8616905212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6952857971
validation[          , genome 17152] predictions:    9858/  10000 (98.58%), best:    9870/10000 (98.70%), error:       431.83035, best error:       408.03848 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 822.7087402344s, input_fired_time: 10.3165817261, output_fired_time: 9.7142496109, propagate_forward_time: 311.9409179688, propagate_backward_time: 480.8445434570, weight_update_time: 0.8318107128, other_time: 9.8924560547
epoch time: 65.6788635254s, input_fired_time: 1.2426230907, output_fired_time: 0.0000000000, propagate_forward_time: 62.7416839600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6945571899
validation[          , genome 17152] predictions:    9871/  10000 (98.71%), best:    9871/10000 (98.71%), error:       407.97986, best error:       407.97986 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 822.3789672852s, input_fired_time: 10.2944927216, output_fired_time: 9.7223091125, propagate_forward_time: 311.9550170898, propagate_backward_time: 480.5484619141, weight_update_time: 0.8283404708, other_time: 9.8587036133
epoch time: 65.4290542603s, input_fired_time: 1.2554188967, output_fired_time: 0.0000000000, propagate_forward_time: 62.3917808533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7818565369
validation[          , genome 17152] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       405.88373, best error:       405.88373 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 825.6525878906s, input_fired_time: 10.1691589355, output_fired_time: 9.7725009918, propagate_forward_time: 313.1812744141, propagate_backward_time: 482.9761962891, weight_update_time: 0.8211318851, other_time: 9.5534057617
epoch time: 65.6789321899s, input_fired_time: 1.2390644550, output_fired_time: 0.0000000000, propagate_forward_time: 62.7472572327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6926078796
validation[          , genome 17152] predictions:    9873/  10000 (98.73%), best:    9875/10000 (98.75%), error:       448.81570, best error:       405.88373 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 823.1890258789s, input_fired_time: 10.1677646637, output_fired_time: 9.7315788269, propagate_forward_time: 312.2633666992, propagate_backward_time: 481.4699096680, weight_update_time: 0.8220325112, other_time: 9.5563964844
epoch time: 65.6599197388s, input_fired_time: 1.2410826683, output_fired_time: 0.0000000000, propagate_forward_time: 62.7240409851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6947975159
validation[          , genome 17152] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       362.50336, best error:       362.50336 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 827.1996459961s, input_fired_time: 10.3796730042, output_fired_time: 9.8016710281, propagate_forward_time: 313.4706115723, propagate_backward_time: 483.5530700684, weight_update_time: 0.8406054378, other_time: 9.9945678711
epoch time: 65.7805099487s, input_fired_time: 1.2561550140, output_fired_time: 0.0000000000, propagate_forward_time: 62.7474899292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7768630981
validation[          , genome 17152] predictions:    9880/  10000 (98.80%), best:    9884/10000 (98.84%), error:       405.87003, best error:       362.50336 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 827.0767211914s, input_fired_time: 10.3885240555, output_fired_time: 9.7783470154, propagate_forward_time: 313.5715942383, propagate_backward_time: 483.2976989746, weight_update_time: 0.8393731117, other_time: 10.0405578613
epoch time: 65.8176879883s, input_fired_time: 1.2607367039, output_fired_time: 0.0000000000, propagate_forward_time: 62.7740058899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7829475403
validation[          , genome 17152] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       388.51135, best error:       362.50336 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 822.3745727539s, input_fired_time: 10.3002700806, output_fired_time: 9.7346124649, propagate_forward_time: 311.5963439941, propagate_backward_time: 480.9492797852, weight_update_time: 0.8299983740, other_time: 9.7940368652
epoch time: 65.5460128784s, input_fired_time: 1.2403812408, output_fired_time: 0.0000000000, propagate_forward_time: 62.6124992371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6931343079
validation[          , genome 17152] predictions:    9833/  10000 (98.33%), best:    9884/10000 (98.84%), error:       515.33215, best error:       362.50336 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 825.4044799805s, input_fired_time: 10.1856632233, output_fired_time: 9.7664327621, propagate_forward_time: 313.0919189453, propagate_backward_time: 482.8269042969, weight_update_time: 0.8204540014, other_time: 9.5335693359
epoch time: 65.8218841553s, input_fired_time: 1.2513080835, output_fired_time: 0.0000000000, propagate_forward_time: 62.8750953674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6954841614
validation[          , genome 17152] predictions:    9840/  10000 (98.40%), best:    9884/10000 (98.84%), error:       486.83792, best error:       362.50336 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 825.9167480469s, input_fired_time: 10.2327041626, output_fired_time: 9.7824096680, propagate_forward_time: 313.1929626465, propagate_backward_time: 483.1133422852, weight_update_time: 0.8237155080, other_time: 9.5953063965
epoch time: 65.6701354980s, input_fired_time: 1.2426795959, output_fired_time: 0.0000000000, propagate_forward_time: 62.7322616577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951980591
validation[          , genome 17152] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       391.00848, best error:       362.50336 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 827.8097534180s, input_fired_time: 10.2034025192, output_fired_time: 9.8007383347, propagate_forward_time: 313.7023010254, propagate_backward_time: 484.5595703125, weight_update_time: 0.8212575316, other_time: 9.5437316895
epoch time: 65.6783828735s, input_fired_time: 1.2475303411, output_fired_time: 0.0000000000, propagate_forward_time: 62.7307243347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7001304626
validation[          , genome 17152] predictions:    9863/  10000 (98.63%), best:    9884/10000 (98.84%), error:       432.92422, best error:       362.50336 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 825.7336425781s, input_fired_time: 10.2034196854, output_fired_time: 9.7815027237, propagate_forward_time: 313.2181091309, propagate_backward_time: 482.9691467285, weight_update_time: 0.8237569928, other_time: 9.5614624023
epoch time: 65.3265914917s, input_fired_time: 1.2399425507, output_fired_time: 0.0000000000, propagate_forward_time: 62.3767127991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7099342346
validation[          , genome 17152] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       376.60254, best error:       362.50336 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 824.0219116211s, input_fired_time: 10.1938800812, output_fired_time: 9.7638015747, propagate_forward_time: 312.6233215332, propagate_backward_time: 481.9006042480, weight_update_time: 0.8154605627, other_time: 9.5402832031
epoch time: 65.6235809326s, input_fired_time: 1.2421544790, output_fired_time: 0.0000000000, propagate_forward_time: 62.6857414246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6956825256
validation[          , genome 17152] predictions:    9869/  10000 (98.69%), best:    9884/10000 (98.84%), error:       434.20282, best error:       362.50336 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 822.5647583008s, input_fired_time: 10.1838712692, output_fired_time: 9.7307348251, propagate_forward_time: 312.2019958496, propagate_backward_time: 480.9031677246, weight_update_time: 0.8195686936, other_time: 9.5449829102
epoch time: 65.0651245117s, input_fired_time: 1.2504942417, output_fired_time: 0.0000000000, propagate_forward_time: 62.1132431030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7013854980
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9884/10000 (98.84%), error:       366.24994, best error:       362.50336 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 826.4204101563s, input_fired_time: 10.3408718109, output_fired_time: 9.7688961029, propagate_forward_time: 313.3428039551, propagate_backward_time: 483.0935058594, weight_update_time: 0.8327301741, other_time: 9.8742980957
epoch time: 65.4772491455s, input_fired_time: 1.2450474501, output_fired_time: 0.0000000000, propagate_forward_time: 62.5466003418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6856002808
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9884/10000 (98.84%), error:       374.03604, best error:       362.50336 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 826.2827148438s, input_fired_time: 10.4143571854, output_fired_time: 9.7657585144, propagate_forward_time: 313.1919250488, propagate_backward_time: 482.9533081055, weight_update_time: 0.8367208838, other_time: 9.9573669434
epoch time: 65.7057952881s, input_fired_time: 1.2483595610, output_fired_time: 0.0000000000, propagate_forward_time: 62.7622985840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951370239
validation[          , genome 17152] predictions:    9897/  10000 (98.97%), best:    9884/10000 (98.84%), error:       367.76624, best error:       362.50336 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 826.5925292969s, input_fired_time: 10.2285995483, output_fired_time: 9.7848215103, propagate_forward_time: 313.4114379883, propagate_backward_time: 483.5928039551, weight_update_time: 0.8230918646, other_time: 9.5748596191
epoch time: 65.2799301147s, input_fired_time: 1.2379049063, output_fired_time: 0.0000000000, propagate_forward_time: 62.3505668640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6914558411
validation[          , genome 17152] predictions:    9891/  10000 (98.91%), best:    9884/10000 (98.84%), error:       393.59079, best error:       362.50336 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 824.4528198242s, input_fired_time: 10.4131059647, output_fired_time: 9.7354335785, propagate_forward_time: 312.7103271484, propagate_backward_time: 481.5404052734, weight_update_time: 0.8471417427, other_time: 10.0535888672
epoch time: 65.5812606812s, input_fired_time: 1.2598739862, output_fired_time: 0.0000000000, propagate_forward_time: 62.5398178101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7815704346
validation[          , genome 17152] predictions:    9876/  10000 (98.76%), best:    9884/10000 (98.84%), error:       407.83182, best error:       362.50336 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 828.0867309570s, input_fired_time: 10.4745445251, output_fired_time: 9.7939701080, propagate_forward_time: 313.9844360352, propagate_backward_time: 483.7356872559, weight_update_time: 0.8391336203, other_time: 10.0981140137
epoch time: 65.3172454834s, input_fired_time: 1.2715857029, output_fired_time: 0.0000000000, propagate_forward_time: 62.2447357178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8009262085
validation[          , genome 17152] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       356.33438, best error:       356.33438 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 824.8130493164s, input_fired_time: 10.3375129700, output_fired_time: 9.7511262894, propagate_forward_time: 312.7781982422, propagate_backward_time: 482.1739807129, weight_update_time: 0.8328106999, other_time: 9.7722473145
epoch time: 65.5860214233s, input_fired_time: 1.2459305525, output_fired_time: 0.0000000000, propagate_forward_time: 62.6472778320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6928100586
validation[          , genome 17152] predictions:    9886/  10000 (98.86%), best:    9885/10000 (98.85%), error:       374.29691, best error:       356.33438 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 823.7562255859s, input_fired_time: 10.4276170731, output_fired_time: 9.7316694260, propagate_forward_time: 312.2607727051, propagate_backward_time: 481.3471069336, weight_update_time: 0.8340365291, other_time: 9.9890441895
epoch time: 65.6645431519s, input_fired_time: 1.2469738722, output_fired_time: 0.0000000000, propagate_forward_time: 62.7224502563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951217651
validation[          , genome 17152] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       368.22275, best error:       356.33438 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 824.5502929688s, input_fired_time: 10.2408094406, output_fired_time: 9.7721672058, propagate_forward_time: 312.4842834473, propagate_backward_time: 482.4792175293, weight_update_time: 0.8195663095, other_time: 9.5738525391
epoch time: 65.1074981689s, input_fired_time: 1.2435653210, output_fired_time: 0.0000000000, propagate_forward_time: 62.1814193726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6825141907
validation[          , genome 17152] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       399.25433, best error:       356.33438 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 825.7728881836s, input_fired_time: 10.3375644684, output_fired_time: 9.7715692520, propagate_forward_time: 313.1395874023, propagate_backward_time: 482.7521057129, weight_update_time: 0.8270623088, other_time: 9.7720642090
epoch time: 65.5087051392s, input_fired_time: 1.2434557676, output_fired_time: 0.0000000000, propagate_forward_time: 62.5607261658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7045249939
validation[          , genome 17152] predictions:    9861/  10000 (98.61%), best:    9885/10000 (98.85%), error:       444.03210, best error:       356.33438 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 827.5045166016s, input_fired_time: 10.4210920334, output_fired_time: 9.7966871262, propagate_forward_time: 313.7120971680, propagate_backward_time: 483.6244506836, weight_update_time: 0.8366726637, other_time: 9.9501953125
epoch time: 65.4189376831s, input_fired_time: 1.2737755775, output_fired_time: 0.0000000000, propagate_forward_time: 62.3557243347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7894401550
validation[          , genome 17152] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       380.31561, best error:       356.33438 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 827.8909912109s, input_fired_time: 10.2458524704, output_fired_time: 9.8108615875, propagate_forward_time: 313.8749694824, propagate_backward_time: 484.4011840820, weight_update_time: 0.8223535419, other_time: 9.5581359863
epoch time: 65.7263183594s, input_fired_time: 1.2539101839, output_fired_time: 0.0000000000, propagate_forward_time: 62.7740516663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6983528137
validation[          , genome 17152] predictions:    9891/  10000 (98.91%), best:    9885/10000 (98.85%), error:       367.64926, best error:       356.33438 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 825.4959716797s, input_fired_time: 10.2611989975, output_fired_time: 9.8015680313, propagate_forward_time: 312.8134155273, propagate_backward_time: 483.0690917969, weight_update_time: 0.8217115402, other_time: 9.5507202148
epoch time: 65.4728546143s, input_fired_time: 1.2534333467, output_fired_time: 0.0000000000, propagate_forward_time: 62.5256309509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6937904358
validation[          , genome 17152] predictions:    9898/  10000 (98.98%), best:    9885/10000 (98.85%), error:       362.02274, best error:       356.33438 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 824.7196044922s, input_fired_time: 10.2895231247, output_fired_time: 9.7626848221, propagate_forward_time: 312.9306945801, propagate_backward_time: 482.1004943848, weight_update_time: 0.8247632384, other_time: 9.6361694336
epoch time: 65.8673934937s, input_fired_time: 1.2771304846, output_fired_time: 0.0000000000, propagate_forward_time: 62.8079299927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7823333740
validation[          , genome 17152] predictions:    9889/  10000 (98.89%), best:    9885/10000 (98.85%), error:       363.48575, best error:       356.33438 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 825.4748535156s, input_fired_time: 10.3122453690, output_fired_time: 9.7827796936, propagate_forward_time: 312.8021240234, propagate_backward_time: 482.8772583008, weight_update_time: 0.8268218637, other_time: 9.7004394531
epoch time: 65.6873245239s, input_fired_time: 1.2539595366, output_fired_time: 0.0000000000, propagate_forward_time: 62.7338638306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6995010376
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9885/10000 (98.85%), error:       362.62378, best error:       356.33438 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 824.1215820313s, input_fired_time: 10.2701377869, output_fired_time: 9.7465925217, propagate_forward_time: 312.5392456055, propagate_backward_time: 481.9611206055, weight_update_time: 0.8257805109, other_time: 9.6044921875
epoch time: 65.6625900269s, input_fired_time: 1.2534689903, output_fired_time: 0.0000000000, propagate_forward_time: 62.7139930725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6951255798
validation[          , genome 17152] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       376.95663, best error:       356.33438 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 822.9537963867s, input_fired_time: 10.2806768417, output_fired_time: 9.7271833420, propagate_forward_time: 312.1256713867, propagate_backward_time: 481.1802978516, weight_update_time: 0.8206884861, other_time: 9.6399536133
epoch time: 66.0553588867s, input_fired_time: 1.2726863623, output_fired_time: 0.0000000000, propagate_forward_time: 63.0447540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7379150391
validation[          , genome 17152] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       343.83359, best error:       343.83359 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 824.8328247070s, input_fired_time: 10.2549285889, output_fired_time: 9.7567605972, propagate_forward_time: 312.8304443359, propagate_backward_time: 482.4095764160, weight_update_time: 0.8208276033, other_time: 9.5810852051
epoch time: 65.4043884277s, input_fired_time: 1.2534984350, output_fired_time: 0.0000000000, propagate_forward_time: 62.4446372986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7062492371
validation[          , genome 17152] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       375.67697, best error:       343.83359 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 825.9594726563s, input_fired_time: 10.4492311478, output_fired_time: 9.7735128403, propagate_forward_time: 312.8898010254, propagate_backward_time: 482.8402709961, weight_update_time: 0.8378825188, other_time: 10.0066833496
epoch time: 65.7678451538s, input_fired_time: 1.2797666788, output_fired_time: 0.0000000000, propagate_forward_time: 62.7081604004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7799148560
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9894/10000 (98.94%), error:       369.12119, best error:       343.83359 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 823.6325073242s, input_fired_time: 10.3358125687, output_fired_time: 9.7653322220, propagate_forward_time: 312.2272338867, propagate_backward_time: 481.5378723145, weight_update_time: 0.8287867904, other_time: 9.7662658691
epoch time: 65.6578826904s, input_fired_time: 1.2556172609, output_fired_time: 0.0000000000, propagate_forward_time: 62.7070159912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6952514648
validation[          , genome 17152] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       397.46436, best error:       343.83359 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 823.1875610352s, input_fired_time: 10.2863683701, output_fired_time: 9.7506208420, propagate_forward_time: 312.3076477051, propagate_backward_time: 481.1621704102, weight_update_time: 0.8209264874, other_time: 9.6807556152
epoch time: 65.6768112183s, input_fired_time: 1.2554216385, output_fired_time: 0.0000000000, propagate_forward_time: 62.7351493835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6862373352
validation[          , genome 17152] predictions:    9867/  10000 (98.67%), best:    9894/10000 (98.94%), error:       429.53558, best error:       343.83359 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 826.5444335938s, input_fired_time: 10.3210620880, output_fired_time: 9.7929763794, propagate_forward_time: 313.3882751465, propagate_backward_time: 483.3776245117, weight_update_time: 0.8228511214, other_time: 9.6645202637
epoch time: 65.6850891113s, input_fired_time: 1.2589293718, output_fired_time: 0.0000000000, propagate_forward_time: 62.7275962830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6985664368
validation[          , genome 17152] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       352.18964, best error:       343.83359 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 827.4343872070s, input_fired_time: 10.4682903290, output_fired_time: 9.8253993988, propagate_forward_time: 313.6093750000, propagate_backward_time: 483.5221862793, weight_update_time: 0.8385307789, other_time: 10.0091857910
epoch time: 65.8447036743s, input_fired_time: 1.2742176056, output_fired_time: 0.0000000000, propagate_forward_time: 62.7766952515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7937927246
validation[          , genome 17152] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       382.12805, best error:       343.83359 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 826.2845458984s, input_fired_time: 10.4649562836, output_fired_time: 9.7884836197, propagate_forward_time: 313.1732788086, propagate_backward_time: 482.8785705566, weight_update_time: 0.8385487795, other_time: 9.9792175293
epoch time: 65.8197937012s, input_fired_time: 1.2506871223, output_fired_time: 0.0000000000, propagate_forward_time: 62.8568000793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7123069763
validation[          , genome 17152] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       343.10834, best error:       343.10834 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 823.9242553711s, input_fired_time: 10.4112615585, output_fired_time: 9.7298908234, propagate_forward_time: 312.5583801270, propagate_backward_time: 481.3357238770, weight_update_time: 0.8306853175, other_time: 9.8889770508
epoch time: 65.3772506714s, input_fired_time: 1.2539302111, output_fired_time: 0.0000000000, propagate_forward_time: 62.4306411743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6926803589
validation[          , genome 17152] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       358.39066, best error:       343.10834 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 825.7178955078s, input_fired_time: 10.3011751175, output_fired_time: 9.7849397659, propagate_forward_time: 312.9540405273, propagate_backward_time: 483.0403442383, weight_update_time: 0.8200013638, other_time: 9.6374511719
epoch time: 65.2803878784s, input_fired_time: 1.2541277409, output_fired_time: 0.0000000000, propagate_forward_time: 62.3226661682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7035942078
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       361.48950, best error:       343.10834 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 829.3691406250s, input_fired_time: 10.4030351639, output_fired_time: 9.8217468262, propagate_forward_time: 314.4322204590, propagate_backward_time: 484.8676147461, weight_update_time: 0.8268646002, other_time: 9.8445739746
epoch time: 65.8570632935s, input_fired_time: 1.2602564096, output_fired_time: 0.0000000000, propagate_forward_time: 62.8899192810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7068901062
validation[          , genome 17152] predictions:    9883/  10000 (98.83%), best:    9899/10000 (98.99%), error:       397.62891, best error:       343.10834 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 823.3682250977s, input_fired_time: 10.4646167755, output_fired_time: 9.7350931168, propagate_forward_time: 312.1988220215, propagate_backward_time: 480.9468994141, weight_update_time: 0.8388584256, other_time: 10.0227966309
epoch time: 65.3618392944s, input_fired_time: 1.2758865356, output_fired_time: 0.0000000000, propagate_forward_time: 62.2955665588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7903862000
validation[          , genome 17152] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       353.16605, best error:       343.10834 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 827.1101684570s, input_fired_time: 10.3917961121, output_fired_time: 9.7626762390, propagate_forward_time: 313.7545166016, propagate_backward_time: 483.4616088867, weight_update_time: 0.8349864483, other_time: 9.7395629883
epoch time: 65.2719345093s, input_fired_time: 1.2772393227, output_fired_time: 0.0000000000, propagate_forward_time: 62.2012290955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7934646606
validation[          , genome 17152] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       351.84375, best error:       343.10834 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 826.1136474609s, input_fired_time: 10.2600793839, output_fired_time: 9.7711019516, propagate_forward_time: 313.2294006348, propagate_backward_time: 483.3171997070, weight_update_time: 0.8172951937, other_time: 9.5358581543
epoch time: 65.5636062622s, input_fired_time: 1.2602080107, output_fired_time: 0.0000000000, propagate_forward_time: 62.6179428101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6854553223
validation[          , genome 17152] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       363.62073, best error:       343.10834 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 824.8107910156s, input_fired_time: 10.4629793167, output_fired_time: 9.7791175842, propagate_forward_time: 312.6175231934, propagate_backward_time: 481.9594116211, weight_update_time: 0.8363352418, other_time: 9.9917907715
epoch time: 65.5418243408s, input_fired_time: 1.2836607695, output_fired_time: 0.0000000000, propagate_forward_time: 62.4731330872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7850303650
validation[          , genome 17152] predictions:    9875/  10000 (98.75%), best:    9899/10000 (98.99%), error:       401.58649, best error:       343.10834 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 825.6677856445s, input_fired_time: 10.5065689087, output_fired_time: 9.7705297470, propagate_forward_time: 312.9838562012, propagate_backward_time: 482.3989868164, weight_update_time: 0.8354443908, other_time: 10.0078430176
epoch time: 65.3454437256s, input_fired_time: 1.2794760466, output_fired_time: 0.0000000000, propagate_forward_time: 62.2965164185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7694549561
validation[          , genome 17152] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       334.52768, best error:       334.52768 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 826.7175903320s, input_fired_time: 10.3452033997, output_fired_time: 9.7799177170, propagate_forward_time: 313.9153747559, propagate_backward_time: 482.9887390137, weight_update_time: 0.8246840239, other_time: 9.6883544922
epoch time: 65.3615417480s, input_fired_time: 1.2551558018, output_fired_time: 0.0000000000, propagate_forward_time: 62.4103584290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6960258484
validation[          , genome 17152] predictions:    9891/  10000 (98.91%), best:    9901/10000 (99.01%), error:       352.96344, best error:       334.52768 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 825.8440551758s, input_fired_time: 10.4818782806, output_fired_time: 9.7906160355, propagate_forward_time: 313.4239196777, propagate_backward_time: 482.2208251953, weight_update_time: 0.8349846005, other_time: 9.9268493652
epoch time: 65.5421371460s, input_fired_time: 1.2768929005, output_fired_time: 0.0000000000, propagate_forward_time: 62.4731521606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7920913696
validation[          , genome 17152] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       361.62042, best error:       334.52768 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 823.2276611328s, input_fired_time: 10.3558263779, output_fired_time: 9.7123365402, propagate_forward_time: 312.0494995117, propagate_backward_time: 481.3250122070, weight_update_time: 0.8279240131, other_time: 9.7849731445
epoch time: 65.5655975342s, input_fired_time: 1.2804461718, output_fired_time: 0.0000000000, propagate_forward_time: 62.4996948242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7854537964
validation[          , genome 17152] predictions:    9888/  10000 (98.88%), best:    9901/10000 (99.01%), error:       364.60336, best error:       334.52768 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 821.1254882813s, input_fired_time: 10.2612228394, output_fired_time: 9.7064533234, propagate_forward_time: 311.6260375977, propagate_backward_time: 479.9631958008, weight_update_time: 0.8151364923, other_time: 9.5685424805
epoch time: 65.3898239136s, input_fired_time: 1.2576109171, output_fired_time: 0.0000000000, propagate_forward_time: 62.4360809326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6961288452
validation[          , genome 17152] predictions:    9889/  10000 (98.89%), best:    9901/10000 (99.01%), error:       372.00790, best error:       334.52768 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 824.3685302734s, input_fired_time: 10.3007297516, output_fired_time: 9.7465343475, propagate_forward_time: 312.7914123535, propagate_backward_time: 481.9477539063, weight_update_time: 0.8207054734, other_time: 9.5821228027
epoch time: 65.7451858521s, input_fired_time: 1.2603846788, output_fired_time: 0.0000000000, propagate_forward_time: 62.7947387695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6900634766
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       352.55417, best error:       334.52768 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 824.0296020508s, input_fired_time: 10.2807569504, output_fired_time: 9.7454004288, propagate_forward_time: 312.5493164063, propagate_backward_time: 481.8948669434, weight_update_time: 0.8203671575, other_time: 9.5592346191
epoch time: 65.4095153809s, input_fired_time: 1.2607969046, output_fired_time: 0.0000000000, propagate_forward_time: 62.4528732300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6958465576
validation[          , genome 17152] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       354.02206, best error:       334.52768 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 826.3915405273s, input_fired_time: 10.3603773117, output_fired_time: 9.7801771164, propagate_forward_time: 313.2179260254, propagate_backward_time: 483.3478393555, weight_update_time: 0.8307799101, other_time: 9.6852722168
epoch time: 65.7182846069s, input_fired_time: 1.2615573406, output_fired_time: 0.0000000000, propagate_forward_time: 62.7622146606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6945114136
validation[          , genome 17152] predictions:    9902/  10000 (99.02%), best:    9901/10000 (99.01%), error:       338.52548, best error:       334.52768 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 825.4503173828s, input_fired_time: 10.4838752747, output_fired_time: 9.7814636230, propagate_forward_time: 312.7282104492, propagate_backward_time: 482.4506530762, weight_update_time: 0.8443517089, other_time: 10.0060729980
epoch time: 65.4533157349s, input_fired_time: 1.2638018131, output_fired_time: 0.0000000000, propagate_forward_time: 62.4925651550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6969490051
validation[          , genome 17152] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       347.43781, best error:       334.52768 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 823.2297363281s, input_fired_time: 10.4818401337, output_fired_time: 9.7347288132, propagate_forward_time: 312.0498352051, propagate_backward_time: 480.9784851074, weight_update_time: 0.8365842700, other_time: 9.9848632813
epoch time: 66.0243072510s, input_fired_time: 1.2818666697, output_fired_time: 0.0000000000, propagate_forward_time: 62.9567565918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7856826782
validation[          , genome 17152] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       359.76096, best error:       334.52768 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 824.0134887695s, input_fired_time: 10.2666015625, output_fired_time: 9.7559547424, propagate_forward_time: 312.5102844238, propagate_backward_time: 481.9346923828, weight_update_time: 0.8189412355, other_time: 9.5459289551
epoch time: 65.2231292725s, input_fired_time: 1.2527581453, output_fired_time: 0.0000000000, propagate_forward_time: 62.2779846191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6923866272
validation[          , genome 17152] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       350.80698, best error:       334.52768 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 829.3694458008s, input_fired_time: 10.4453763962, output_fired_time: 9.8143043518, propagate_forward_time: 314.2238769531, propagate_backward_time: 485.0622253418, weight_update_time: 0.8327447176, other_time: 9.8236389160
epoch time: 65.6691970825s, input_fired_time: 1.2606741190, output_fired_time: 0.0000000000, propagate_forward_time: 62.7140884399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6944351196
validation[          , genome 17152] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       355.05008, best error:       334.52768 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 827.2716064453s, input_fired_time: 10.4585103989, output_fired_time: 9.8165168762, propagate_forward_time: 313.1700744629, propagate_backward_time: 483.9672851563, weight_update_time: 0.8311232924, other_time: 9.8592224121
epoch time: 65.8885650635s, input_fired_time: 1.2839672565, output_fired_time: 0.0000000000, propagate_forward_time: 62.8221282959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7824707031
validation[          , genome 17152] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       335.49811, best error:       334.52768 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 821.1644897461s, input_fired_time: 10.2802925110, output_fired_time: 9.7057170868, propagate_forward_time: 311.5288696289, propagate_backward_time: 480.0505371094, weight_update_time: 0.8193231225, other_time: 9.5991210938
epoch time: 65.3449325562s, input_fired_time: 1.2576436996, output_fired_time: 0.0000000000, propagate_forward_time: 62.3955154419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6917724609
validation[          , genome 17152] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       352.92487, best error:       334.52768 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 823.4411621094s, input_fired_time: 10.2801532745, output_fired_time: 9.7167587280, propagate_forward_time: 312.3140563965, propagate_backward_time: 481.5623168945, weight_update_time: 0.8179917336, other_time: 9.5679016113
epoch time: 65.3905792236s, input_fired_time: 1.2576655149, output_fired_time: 0.0000000000, propagate_forward_time: 62.4324874878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7004241943
validation[          , genome 17152] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       341.85672, best error:       334.52768 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 827.5284423828s, input_fired_time: 10.3204879761, output_fired_time: 9.8054056168, propagate_forward_time: 313.7178955078, propagate_backward_time: 484.1312866211, weight_update_time: 0.8219659925, other_time: 9.5533447266
epoch time: 65.3990478516s, input_fired_time: 1.2609492540, output_fired_time: 0.0000000000, propagate_forward_time: 62.4472312927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6908683777
validation[          , genome 17152] predictions:    9892/  10000 (98.92%), best:    9901/10000 (99.01%), error:       356.03207, best error:       334.52768 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 826.2885131836s, input_fired_time: 10.5033054352, output_fired_time: 9.7994594574, propagate_forward_time: 313.2941589355, propagate_backward_time: 482.7395324707, weight_update_time: 0.8360482454, other_time: 9.9520874023
epoch time: 65.8164901733s, input_fired_time: 1.2667137384, output_fired_time: 0.0000000000, propagate_forward_time: 62.8526039124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6971702576
validation[          , genome 17152] predictions:    9897/  10000 (98.97%), best:    9901/10000 (99.01%), error:       351.42114, best error:       334.52768 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 824.6596679688s, input_fired_time: 10.4675283432, output_fired_time: 9.7607221603, propagate_forward_time: 312.6464843750, propagate_backward_time: 481.8627929688, weight_update_time: 0.8337762356, other_time: 9.9221191406
epoch time: 65.5178680420s, input_fired_time: 1.2763224840, output_fired_time: 0.0000000000, propagate_forward_time: 62.4765663147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7649803162
validation[          , genome 17152] predictions:    9895/  10000 (98.95%), best:    9901/10000 (99.01%), error:       345.17999, best error:       334.52768 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 825.7990112305s, input_fired_time: 10.3099908829, output_fired_time: 9.7486534119, propagate_forward_time: 313.4107666016, propagate_backward_time: 482.7910766602, weight_update_time: 0.8214144111, other_time: 9.5385131836
epoch time: 65.3729400635s, input_fired_time: 1.2580904961, output_fired_time: 0.0000000000, propagate_forward_time: 62.4210968018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6937561035
validation[          , genome 17152] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       348.08243, best error:       334.52768 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 827.8799438477s, input_fired_time: 10.3686103821, output_fired_time: 9.7884502411, propagate_forward_time: 313.7109375000, propagate_backward_time: 484.3065185547, weight_update_time: 0.8369574547, other_time: 9.7054443359
epoch time: 65.2692108154s, input_fired_time: 1.2624754906, output_fired_time: 0.0000000000, propagate_forward_time: 62.3045005798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7022361755
validation[          , genome 17152] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       346.81805, best error:       334.52768 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 826.1753540039s, input_fired_time: 10.3350448608, output_fired_time: 9.7506580353, propagate_forward_time: 313.4941101074, propagate_backward_time: 482.9829711914, weight_update_time: 0.8279889822, other_time: 9.6125793457
epoch time: 65.3714141846s, input_fired_time: 1.2632191181, output_fired_time: 0.0000000000, propagate_forward_time: 62.4195899963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6886024475
validation[          , genome 17152] predictions:    9898/  10000 (98.98%), best:    9901/10000 (99.01%), error:       352.39191, best error:       334.52768 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 827.1799926758s, input_fired_time: 10.3680906296, output_fired_time: 9.7825365067, propagate_forward_time: 313.5079956055, propagate_backward_time: 483.8782958984, weight_update_time: 0.8258771300, other_time: 9.6430664063
epoch time: 65.4903564453s, input_fired_time: 1.2661581039, output_fired_time: 0.0000000000, propagate_forward_time: 62.5291404724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6950569153
validation[          , genome 17152] predictions:    9896/  10000 (98.96%), best:    9901/10000 (99.01%), error:       345.26025, best error:       334.52768 on epoch:    79, 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: 330.0846862793s, input_fired_time: 6.4461064339, output_fired_time: 0.0000000000, propagate_forward_time: 314.6093750000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.0292053223
best training[          , genome 17152] predictions:   49999/  50000 (100.00%), best:    9901/10000 (99.01%), error:       127.76215, best error:       334.52768 on epoch:    79, 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: 65.9971160889s, input_fired_time: 1.2779101133, output_fired_time: 0.0000000000, propagate_forward_time: 62.9339561462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7852516174
   testing[          , genome 17152] predictions:    9917/  10000 (99.17%), best:    9901/10000 (99.01%), error:       247.42513, best error:       334.52768 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:31:00 (2272): called boinc_finish(0)

</stderr_txt>
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