Nameexact_genome_1512568488_44_6219_1
Workunit2602387
Created7 Dec 2017, 18:37:06 UTC
Sent7 Dec 2017, 18:44:32 UTC
Report deadline16 Dec 2017, 2:26:11 UTC
Received9 Dec 2017, 11:35:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time4 hours 37 min 39 sec
CPU time4 hours 32 min 29 sec
Validate stateValid
Credit2,080.15
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.84 MB
Peak swap size155.24 MB
Peak disk usage2.15 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (96.69%), best:    9713/10000 (97.13%), error:      1073.48352, best error:       962.01440 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 149.2050781250s, input_fired_time: 1.5341674089, output_fired_time: 1.5537142754, propagate_forward_time: 55.1675949097, propagate_backward_time: 87.7515640259, weight_update_time: 0.2003466636, other_time: 3.1980438232
epoch time: 12.1732168198s, input_fired_time: 0.1967194974, output_fired_time: 0.0000000000, propagate_forward_time: 11.3946294785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5818681717
validation[          , genome  6219] predictions:    9707/  10000 (97.07%), best:    9707/10000 (97.07%), error:       946.47675, best error:       946.47675 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.3148498535s, input_fired_time: 1.5476661921, output_fired_time: 1.5353785753, propagate_forward_time: 55.2901802063, propagate_backward_time: 87.7413864136, weight_update_time: 0.2008110583, other_time: 3.2002334595
epoch time: 11.8786754608s, input_fired_time: 0.1984294206, output_fired_time: 0.0000000000, propagate_forward_time: 11.0994787216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807676315
validation[          , genome  6219] predictions:    9648/  10000 (96.48%), best:    9707/10000 (97.07%), error:      1082.09546, best error:       946.47675 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 150.2970733643s, input_fired_time: 1.5600463152, output_fired_time: 1.5487347841, propagate_forward_time: 55.7501029968, propagate_backward_time: 88.2275390625, weight_update_time: 0.2005149424, other_time: 3.2106475830
epoch time: 11.6320466995s, input_fired_time: 0.1921880096, output_fired_time: 0.0000000000, propagate_forward_time: 10.8799877167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5598707199
validation[          , genome  6219] predictions:    9704/  10000 (97.04%), best:    9707/10000 (97.07%), error:      1006.40051, best error:       946.47675 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.6050415039s, input_fired_time: 1.5535550117, output_fired_time: 1.5466495752, propagate_forward_time: 55.3943748474, propagate_backward_time: 87.9087066650, weight_update_time: 0.2008520365, other_time: 3.2017517090
epoch time: 12.0286941528s, input_fired_time: 0.1980447918, output_fired_time: 0.0000000000, propagate_forward_time: 11.2530860901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775632858
validation[          , genome  6219] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       929.19678, best error:       929.19678 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.8738861084s, input_fired_time: 1.5485215187, output_fired_time: 1.5443454981, propagate_forward_time: 55.6813812256, propagate_backward_time: 87.9269180298, weight_update_time: 0.2003707588, other_time: 3.1727218628
epoch time: 12.0614328384s, input_fired_time: 0.1981979162, output_fired_time: 0.0000000000, propagate_forward_time: 11.2857103348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775241852
validation[          , genome  6219] predictions:    9619/  10000 (96.19%), best:    9729/10000 (97.29%), error:      1206.56372, best error:       929.19678 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 149.2871246338s, input_fired_time: 1.5489515066, output_fired_time: 1.5418832302, propagate_forward_time: 55.3045349121, propagate_backward_time: 87.6980514526, weight_update_time: 0.1986176521, other_time: 3.1937026978
epoch time: 11.8840770721s, input_fired_time: 0.1985470057, output_fired_time: 0.0000000000, propagate_forward_time: 11.1009702682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845594406
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9729/10000 (97.29%), error:       947.10394, best error:       929.19678 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 147.8768463135s, input_fired_time: 1.5270568132, output_fired_time: 1.5239008665, propagate_forward_time: 54.7029342651, propagate_backward_time: 86.9786605835, weight_update_time: 0.1992555112, other_time: 3.1443023682
epoch time: 11.7697019577s, input_fired_time: 0.1918642968, output_fired_time: 0.0000000000, propagate_forward_time: 11.0167093277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611286163
validation[          , genome  6219] predictions:    9674/  10000 (96.74%), best:    9729/10000 (97.29%), error:      1076.10950, best error:       929.19678 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 147.9673004150s, input_fired_time: 1.5349887609, output_fired_time: 1.5280936956, propagate_forward_time: 54.7043113708, propagate_backward_time: 87.0265350342, weight_update_time: 0.2002758384, other_time: 3.1733703613
epoch time: 11.6992015839s, input_fired_time: 0.1978935003, output_fired_time: 0.0000000000, propagate_forward_time: 10.9158763885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854320526
validation[          , genome  6219] predictions:    9641/  10000 (96.41%), best:    9729/10000 (97.29%), error:      1163.50220, best error:       929.19678 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 150.1038970947s, input_fired_time: 1.5487213135, output_fired_time: 1.5435718298, propagate_forward_time: 55.5742073059, propagate_backward_time: 88.2282485962, weight_update_time: 0.2015064806, other_time: 3.2091445923
epoch time: 11.5734062195s, input_fired_time: 0.1891095936, output_fired_time: 0.0000000000, propagate_forward_time: 10.8200855255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5642108917
validation[          , genome  6219] predictions:    9655/  10000 (96.55%), best:    9729/10000 (97.29%), error:      1069.34973, best error:       929.19678 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 148.7700500488s, input_fired_time: 1.5478599072, output_fired_time: 1.5383678675, propagate_forward_time: 55.1990699768, propagate_backward_time: 87.2942123413, weight_update_time: 0.2004059851, other_time: 3.1905441284
epoch time: 11.4333829880s, input_fired_time: 0.1863694638, output_fired_time: 0.0000000000, propagate_forward_time: 10.6899147034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570983887
validation[          , genome  6219] predictions:    9671/  10000 (96.71%), best:    9729/10000 (97.29%), error:      1107.62073, best error:       929.19678 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 142.9292297363s, input_fired_time: 1.4993960857, output_fired_time: 1.4847501516, propagate_forward_time: 52.8370399475, propagate_backward_time: 84.0075988770, weight_update_time: 0.1938100606, other_time: 3.1004486084
epoch time: 11.7404394150s, input_fired_time: 0.1925378591, output_fired_time: 0.0000000000, propagate_forward_time: 10.9744806290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734205246
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9729/10000 (97.29%), error:       993.19672, best error:       929.19678 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 149.0967864990s, input_fired_time: 1.5411624908, output_fired_time: 1.5435411930, propagate_forward_time: 55.2181892395, propagate_backward_time: 87.6250076294, weight_update_time: 0.2006186098, other_time: 3.1688766479
epoch time: 11.8466825485s, input_fired_time: 0.1943876296, output_fired_time: 0.0000000000, propagate_forward_time: 11.0787944794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5735006332
validation[          , genome  6219] predictions:    9735/  10000 (97.35%), best:    9729/10000 (97.29%), error:       947.29608, best error:       929.19678 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.7839660645s, input_fired_time: 1.5523518324, output_fired_time: 1.5440303087, propagate_forward_time: 55.3628158569, propagate_backward_time: 88.1259231567, weight_update_time: 0.1993107647, other_time: 3.1988372803
epoch time: 11.8734216690s, input_fired_time: 0.1954618990, output_fired_time: 0.0000000000, propagate_forward_time: 11.1070070267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5709524155
validation[          , genome  6219] predictions:    9677/  10000 (96.77%), best:    9729/10000 (97.29%), error:      1036.34729, best error:       929.19678 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 148.0401916504s, input_fired_time: 1.5409096479, output_fired_time: 1.5297462940, propagate_forward_time: 55.0181427002, propagate_backward_time: 86.7776641846, weight_update_time: 0.2038819194, other_time: 3.1737365723
epoch time: 11.6279106140s, input_fired_time: 0.1880415380, output_fired_time: 0.0000000000, propagate_forward_time: 10.8897905350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5500783920
validation[          , genome  6219] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       916.68195, best error:       916.68195 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 149.0567932129s, input_fired_time: 1.5558990240, output_fired_time: 1.5456424952, propagate_forward_time: 55.3108863831, propagate_backward_time: 87.4561386108, weight_update_time: 0.1987587512, other_time: 3.1882400513
epoch time: 12.1115560532s, input_fired_time: 0.1974629611, output_fired_time: 0.0000000000, propagate_forward_time: 11.3458585739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682344437
validation[          , genome  6219] predictions:    9683/  10000 (96.83%), best:    9721/10000 (97.21%), error:      1077.03687, best error:       916.68195 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 149.4399871826s, input_fired_time: 1.5495108366, output_fired_time: 1.5433241129, propagate_forward_time: 55.3362770081, propagate_backward_time: 87.8105087280, weight_update_time: 0.2022979558, other_time: 3.2003707886
epoch time: 11.6153507233s, input_fired_time: 0.1929630488, output_fired_time: 0.0000000000, propagate_forward_time: 10.8631248474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5592632294
validation[          , genome  6219] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       893.94989, best error:       893.94989 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 149.1246337891s, input_fired_time: 1.5564750433, output_fired_time: 1.5480850935, propagate_forward_time: 55.3227119446, propagate_backward_time: 87.5054397583, weight_update_time: 0.1982458085, other_time: 3.1919326782
epoch time: 11.5937662125s, input_fired_time: 0.1889938414, output_fired_time: 0.0000000000, propagate_forward_time: 10.8434686661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613040924
validation[          , genome  6219] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1014.25397, best error:       893.94989 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 149.0501403809s, input_fired_time: 1.5452939272, output_fired_time: 1.5376423597, propagate_forward_time: 55.3531036377, propagate_backward_time: 87.4300155640, weight_update_time: 0.1999659985, other_time: 3.1840896606
epoch time: 11.2497034073s, input_fired_time: 0.1852364838, output_fired_time: 0.0000000000, propagate_forward_time: 10.5092077255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552587509
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       973.45367, best error:       893.94989 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 148.1068420410s, input_fired_time: 1.5424876213, output_fired_time: 1.5193282366, propagate_forward_time: 54.9161491394, propagate_backward_time: 86.9649353027, weight_update_time: 0.1989991814, other_time: 3.1639404297
epoch time: 11.4485950470s, input_fired_time: 0.1912522316, output_fired_time: 0.0000000000, propagate_forward_time: 10.6962223053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611209869
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       887.31219, best error:       887.31219 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 148.8142700195s, input_fired_time: 1.5540918112, output_fired_time: 1.5278692245, propagate_forward_time: 55.1874046326, propagate_backward_time: 87.3778076172, weight_update_time: 0.1988219619, other_time: 3.1670989990
epoch time: 11.9704742432s, input_fired_time: 0.1968847066, output_fired_time: 0.0000000000, propagate_forward_time: 11.1997842789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738048553
validation[          , genome  6219] predictions:    9628/  10000 (96.28%), best:    9737/10000 (97.37%), error:      1236.48193, best error:       887.31219 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 149.0915069580s, input_fired_time: 1.5520434380, output_fired_time: 1.5460631847, propagate_forward_time: 55.1602096558, propagate_backward_time: 87.6581039429, weight_update_time: 0.2007954866, other_time: 3.1750793457
epoch time: 11.5148801804s, input_fired_time: 0.1969603300, output_fired_time: 0.0000000000, propagate_forward_time: 10.7317752838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861444473
validation[          , genome  6219] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       853.95520, best error:       853.95520 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 148.9178924561s, input_fired_time: 1.5579313040, output_fired_time: 1.5327271223, propagate_forward_time: 55.1634483337, propagate_backward_time: 87.4630584717, weight_update_time: 0.2000171095, other_time: 3.2007141113
epoch time: 11.8950824738s, input_fired_time: 0.1972189695, output_fired_time: 0.0000000000, propagate_forward_time: 11.1133842468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844793320
validation[          , genome  6219] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       839.70715, best error:       839.70715 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 149.2842407227s, input_fired_time: 1.5525685549, output_fired_time: 1.5341645479, propagate_forward_time: 55.3132438660, propagate_backward_time: 87.7136306763, weight_update_time: 0.2007585019, other_time: 3.1706314087
epoch time: 11.9661760330s, input_fired_time: 0.1979962885, output_fired_time: 0.0000000000, propagate_forward_time: 11.1977195740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704603195
validation[          , genome  6219] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       882.80188, best error:       839.70715 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 147.5517425537s, input_fired_time: 1.5437879562, output_fired_time: 1.5171748400, propagate_forward_time: 54.6157836914, propagate_backward_time: 86.7076110840, weight_update_time: 0.2015139759, other_time: 3.1673736572
epoch time: 11.8817968369s, input_fired_time: 0.1985095441, output_fired_time: 0.0000000000, propagate_forward_time: 11.1017723083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815153122
validation[          , genome  6219] predictions:    9729/  10000 (97.29%), best:    9756/10000 (97.56%), error:       881.01160, best error:       839.70715 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 149.8385467529s, input_fired_time: 1.5608754158, output_fired_time: 1.5472728014, propagate_forward_time: 55.4781570435, propagate_backward_time: 88.0521469116, weight_update_time: 0.2000858188, other_time: 3.2000885010
epoch time: 11.9201822281s, input_fired_time: 0.1999270618, output_fired_time: 0.0000000000, propagate_forward_time: 11.1298828125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5903720856
validation[          , genome  6219] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       877.24493, best error:       839.70715 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 149.4057922363s, input_fired_time: 1.5537199974, output_fired_time: 1.5383980274, propagate_forward_time: 55.2143325806, propagate_backward_time: 87.9349212646, weight_update_time: 0.1988366097, other_time: 3.1644210815
epoch time: 11.7875013351s, input_fired_time: 0.1993242651, output_fired_time: 0.0000000000, propagate_forward_time: 11.0183010101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5698757172
validation[          , genome  6219] predictions:    9719/  10000 (97.19%), best:    9756/10000 (97.56%), error:       947.97736, best error:       839.70715 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 148.9300384521s, input_fired_time: 1.5532515049, output_fired_time: 1.5353584290, propagate_forward_time: 55.3042564392, propagate_backward_time: 87.3630523682, weight_update_time: 0.1988214552, other_time: 3.1741180420
epoch time: 11.9702091217s, input_fired_time: 0.1952948868, output_fired_time: 0.0000000000, propagate_forward_time: 11.2014808655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5734329224
validation[          , genome  6219] predictions:    9670/  10000 (96.70%), best:    9756/10000 (97.56%), error:      1028.84924, best error:       839.70715 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 149.7831420898s, input_fired_time: 1.5687288046, output_fired_time: 1.5490039587, propagate_forward_time: 55.5174484253, propagate_backward_time: 87.9537200928, weight_update_time: 0.2031936646, other_time: 3.1942367554
epoch time: 12.0626325607s, input_fired_time: 0.2016819417, output_fired_time: 0.0000000000, propagate_forward_time: 11.2786645889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822858810
validation[          , genome  6219] predictions:    9679/  10000 (96.79%), best:    9756/10000 (97.56%), error:      1068.05994, best error:       839.70715 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 150.2644805908s, input_fired_time: 1.5776659250, output_fired_time: 1.5577429533, propagate_forward_time: 55.5879096985, propagate_backward_time: 88.3230056763, weight_update_time: 0.2013304532, other_time: 3.2181625366
epoch time: 12.1776666641s, input_fired_time: 0.2010114789, output_fired_time: 0.0000000000, propagate_forward_time: 11.4024324417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742225647
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       911.86566, best error:       839.70715 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 148.7773590088s, input_fired_time: 1.5670399666, output_fired_time: 1.5380483866, propagate_forward_time: 55.0806465149, propagate_backward_time: 87.4022827148, weight_update_time: 0.2006610185, other_time: 3.1893310547
epoch time: 11.8276329041s, input_fired_time: 0.1945701391, output_fired_time: 0.0000000000, propagate_forward_time: 11.0667181015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5663442612
validation[          , genome  6219] predictions:    9700/  10000 (97.00%), best:    9756/10000 (97.56%), error:       987.32513, best error:       839.70715 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 149.9987792969s, input_fired_time: 1.5698698759, output_fired_time: 1.5465803146, propagate_forward_time: 55.5570106506, propagate_backward_time: 88.1147994995, weight_update_time: 0.2015909404, other_time: 3.2105178833
epoch time: 12.0747852325s, input_fired_time: 0.2015065551, output_fired_time: 0.0000000000, propagate_forward_time: 11.3015842438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716943741
validation[          , genome  6219] predictions:    9751/  10000 (97.51%), best:    9756/10000 (97.56%), error:       853.85669, best error:       839.70715 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 148.5931854248s, input_fired_time: 1.5598025322, output_fired_time: 1.5338515043, propagate_forward_time: 55.1331481934, propagate_backward_time: 87.1902694702, weight_update_time: 0.1973554939, other_time: 3.1761245728
epoch time: 11.8723154068s, input_fired_time: 0.2000802010, output_fired_time: 0.0000000000, propagate_forward_time: 11.0832395554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889959335
validation[          , genome  6219] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       920.85181, best error:       839.70715 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 149.3009948730s, input_fired_time: 1.5664687157, output_fired_time: 1.5542345047, propagate_forward_time: 55.4000129700, propagate_backward_time: 87.5793914795, weight_update_time: 0.2034625262, other_time: 3.2008972168
epoch time: 11.6282444000s, input_fired_time: 0.1949761510, output_fired_time: 0.0000000000, propagate_forward_time: 10.8589229584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5743455887
validation[          , genome  6219] predictions:    9677/  10000 (96.77%), best:    9756/10000 (97.56%), error:      1068.24670, best error:       839.70715 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 149.4928894043s, input_fired_time: 1.5628793240, output_fired_time: 1.5392869711, propagate_forward_time: 55.2809448242, propagate_backward_time: 87.9328689575, weight_update_time: 0.2005652934, other_time: 3.1769027710
epoch time: 12.0369062424s, input_fired_time: 0.2017977238, output_fired_time: 0.0000000000, propagate_forward_time: 11.2637357712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713729858
validation[          , genome  6219] predictions:    9732/  10000 (97.32%), best:    9756/10000 (97.56%), error:       908.50598, best error:       839.70715 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 149.2592620850s, input_fired_time: 1.5569765568, output_fired_time: 1.5410730839, propagate_forward_time: 54.9494819641, propagate_backward_time: 88.0086593628, weight_update_time: 0.2014437318, other_time: 3.2030715942
epoch time: 11.9777231216s, input_fired_time: 0.1985611916, output_fired_time: 0.0000000000, propagate_forward_time: 11.2024364471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767250061
validation[          , genome  6219] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       871.92560, best error:       839.70715 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.1248168945s, input_fired_time: 1.5651648045, output_fired_time: 1.5442892313, propagate_forward_time: 55.4842262268, propagate_backward_time: 88.3207626343, weight_update_time: 0.1991105527, other_time: 3.2103652954
epoch time: 11.7727031708s, input_fired_time: 0.1956118792, output_fired_time: 0.0000000000, propagate_forward_time: 11.0070629120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700283051
validation[          , genome  6219] predictions:    9749/  10000 (97.49%), best:    9756/10000 (97.56%), error:       841.04584, best error:       839.70715 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 149.7283477783s, input_fired_time: 1.5719600916, output_fired_time: 1.5401642323, propagate_forward_time: 55.4077911377, propagate_backward_time: 88.0061340332, weight_update_time: 0.2000693232, other_time: 3.2023010254
epoch time: 11.8057165146s, input_fired_time: 0.1962128133, output_fired_time: 0.0000000000, propagate_forward_time: 11.0413198471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5681838989
validation[          , genome  6219] predictions:    9708/  10000 (97.08%), best:    9756/10000 (97.56%), error:       949.72083, best error:       839.70715 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 149.3541107178s, input_fired_time: 1.5722255707, output_fired_time: 1.5432217121, propagate_forward_time: 55.4490280151, propagate_backward_time: 87.6170883179, weight_update_time: 0.1989683658, other_time: 3.1725463867
epoch time: 11.8735485077s, input_fired_time: 0.2007791102, output_fired_time: 0.0000000000, propagate_forward_time: 11.0952196121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5775499344
validation[          , genome  6219] predictions:    9728/  10000 (97.28%), best:    9756/10000 (97.56%), error:       904.90491, best error:       839.70715 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.0639495850s, input_fired_time: 1.5782014132, output_fired_time: 1.5408226252, propagate_forward_time: 55.6231040955, propagate_backward_time: 88.1183776855, weight_update_time: 0.2004126906, other_time: 3.2034454346
epoch time: 11.6144952774s, input_fired_time: 0.1949988753, output_fired_time: 0.0000000000, propagate_forward_time: 10.8475713730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719251633
validation[          , genome  6219] predictions:    9702/  10000 (97.02%), best:    9756/10000 (97.56%), error:      1010.15375, best error:       839.70715 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 148.8941802979s, input_fired_time: 1.5738439560, output_fired_time: 1.5324406624, propagate_forward_time: 54.9877166748, propagate_backward_time: 87.6117477417, weight_update_time: 0.1982743591, other_time: 3.1884384155
epoch time: 12.1646137238s, input_fired_time: 0.2021137476, output_fired_time: 0.0000000000, propagate_forward_time: 11.3841476440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783519745
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9756/10000 (97.56%), error:       905.51056, best error:       839.70715 on epoch:    36, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 146.8303070068s, input_fired_time: 1.5611252785, output_fired_time: 1.5281577110, propagate_forward_time: 54.6004066467, propagate_backward_time: 85.9958190918, weight_update_time: 0.1948032975, other_time: 3.1448059082
epoch time: 11.9925003052s, input_fired_time: 0.1982647181, output_fired_time: 0.0000000000, propagate_forward_time: 11.2254810333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687541962
validation[          , genome  6219] predictions:    9705/  10000 (97.05%), best:    9756/10000 (97.56%), error:      1017.95331, best error:       839.70715 on epoch:    36, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 149.8466186523s, input_fired_time: 1.5687808990, output_fired_time: 1.5495783091, propagate_forward_time: 55.4230232239, propagate_backward_time: 88.1013183594, weight_update_time: 0.2015643269, other_time: 3.2039184570
epoch time: 11.9295883179s, input_fired_time: 0.1985799074, output_fired_time: 0.0000000000, propagate_forward_time: 11.1604766846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705318451
validation[          , genome  6219] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       820.46582, best error:       820.46582 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 148.6843109131s, input_fired_time: 1.5659192801, output_fired_time: 1.5388040543, propagate_forward_time: 54.8967475891, propagate_backward_time: 87.5012664795, weight_update_time: 0.1996327341, other_time: 3.1815795898
epoch time: 11.2335062027s, input_fired_time: 0.1904130876, output_fired_time: 0.0000000000, propagate_forward_time: 10.4824981689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605945587
validation[          , genome  6219] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       917.76764, best error:       820.46582 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 149.1275634766s, input_fired_time: 1.5718361139, output_fired_time: 1.5445197821, propagate_forward_time: 55.2208633423, propagate_backward_time: 87.5926895142, weight_update_time: 0.2015023977, other_time: 3.1976470947
epoch time: 11.9780216217s, input_fired_time: 0.2011499852, output_fired_time: 0.0000000000, propagate_forward_time: 11.1963834763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804882050
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       931.94592, best error:       820.46582 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 148.7562866211s, input_fired_time: 1.5654076338, output_fired_time: 1.5401428938, propagate_forward_time: 55.0384368896, propagate_backward_time: 87.4419631958, weight_update_time: 0.1973911077, other_time: 3.1703262329
epoch time: 11.9577388763s, input_fired_time: 0.2015350312, output_fired_time: 0.0000000000, propagate_forward_time: 11.1806621552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755414963
validation[          , genome  6219] predictions:    9650/  10000 (96.50%), best:    9767/10000 (97.67%), error:      1107.76074, best error:       820.46582 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 148.8937835693s, input_fired_time: 1.5717312098, output_fired_time: 1.5476486683, propagate_forward_time: 55.2022323608, propagate_backward_time: 87.3788528442, weight_update_time: 0.1988255829, other_time: 3.1933135986
epoch time: 11.8789186478s, input_fired_time: 0.1987847090, output_fired_time: 0.0000000000, propagate_forward_time: 11.0941982269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859355927
validation[          , genome  6219] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       835.77612, best error:       820.46582 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 150.2200775146s, input_fired_time: 1.5777769089, output_fired_time: 1.5507875681, propagate_forward_time: 55.5390853882, propagate_backward_time: 88.3600463867, weight_update_time: 0.2021096349, other_time: 3.1923904419
epoch time: 11.8597640991s, input_fired_time: 0.1984272450, output_fired_time: 0.0000000000, propagate_forward_time: 11.0871028900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5742340088
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       944.12927, best error:       820.46582 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 149.2902221680s, input_fired_time: 1.5726950169, output_fired_time: 1.5460176468, propagate_forward_time: 55.2448806763, propagate_backward_time: 87.7505950928, weight_update_time: 0.2005368173, other_time: 3.1760330200
epoch time: 12.0548944473s, input_fired_time: 0.2014593482, output_fired_time: 0.0000000000, propagate_forward_time: 11.2790222168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744132996
validation[          , genome  6219] predictions:    9648/  10000 (96.48%), best:    9767/10000 (97.67%), error:      1150.80688, best error:       820.46582 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 148.9540405273s, input_fired_time: 1.5717837811, output_fired_time: 1.5419833660, propagate_forward_time: 55.0152816772, propagate_backward_time: 87.6369934082, weight_update_time: 0.2009971589, other_time: 3.1880111694
epoch time: 11.8864440918s, input_fired_time: 0.2014241964, output_fired_time: 0.0000000000, propagate_forward_time: 11.1023845673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826349258
validation[          , genome  6219] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       861.17297, best error:       820.46582 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 149.7786865234s, input_fired_time: 1.5715787411, output_fired_time: 1.5492058992, propagate_forward_time: 55.3227195740, propagate_backward_time: 88.1372528076, weight_update_time: 0.2014311850, other_time: 3.1979217529
epoch time: 12.0735378265s, input_fired_time: 0.2026025653, output_fired_time: 0.0000000000, propagate_forward_time: 11.2901725769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5807628632
validation[          , genome  6219] predictions:    9745/  10000 (97.45%), best:    9767/10000 (97.67%), error:       852.47375, best error:       820.46582 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 149.7394256592s, input_fired_time: 1.5798567533, output_fired_time: 1.5538145304, propagate_forward_time: 55.4406776428, propagate_backward_time: 87.9869995117, weight_update_time: 0.1981363595, other_time: 3.1780853271
epoch time: 11.5283327103s, input_fired_time: 0.2000845969, output_fired_time: 0.0000000000, propagate_forward_time: 10.7610712051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5671768188
validation[          , genome  6219] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       884.14514, best error:       820.46582 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 150.8809356689s, input_fired_time: 1.5913259983, output_fired_time: 1.5625973940, propagate_forward_time: 55.8531379700, propagate_backward_time: 88.6472396851, weight_update_time: 0.2022525519, other_time: 3.2266464233
epoch time: 11.5521030426s, input_fired_time: 0.2018555850, output_fired_time: 0.0000000000, propagate_forward_time: 10.7818975449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5683498383
validation[          , genome  6219] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:       999.19562, best error:       820.46582 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 150.1130065918s, input_fired_time: 1.5864923000, output_fired_time: 1.5458480120, propagate_forward_time: 55.5404319763, propagate_backward_time: 88.2273559570, weight_update_time: 0.2018357366, other_time: 3.2128753662
epoch time: 11.5966653824s, input_fired_time: 0.1977353841, output_fired_time: 0.0000000000, propagate_forward_time: 10.8236589432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752706528
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       970.10553, best error:       820.46582 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 149.5717163086s, input_fired_time: 1.5844815969, output_fired_time: 1.5505186319, propagate_forward_time: 55.4377975464, propagate_backward_time: 87.8027114868, weight_update_time: 0.2013175935, other_time: 3.1961975098
epoch time: 11.4552545547s, input_fired_time: 0.1973534673, output_fired_time: 0.0000000000, propagate_forward_time: 10.6919813156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5659198761
validation[          , genome  6219] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       854.05902, best error:       820.46582 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 150.1338958740s, input_fired_time: 1.5795791149, output_fired_time: 1.5520721674, propagate_forward_time: 55.6110038757, propagate_backward_time: 88.2041931152, weight_update_time: 0.2019569576, other_time: 3.1870422363
epoch time: 11.3613958359s, input_fired_time: 0.1943555474, output_fired_time: 0.0000000000, propagate_forward_time: 10.5982818604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687580109
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       956.99707, best error:       820.46582 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 150.2478179932s, input_fired_time: 1.5889691114, output_fired_time: 1.5519143343, propagate_forward_time: 55.6241226196, propagate_backward_time: 88.2653884888, weight_update_time: 0.2013567537, other_time: 3.2174224854
epoch time: 11.7860536575s, input_fired_time: 0.1998250782, output_fired_time: 0.0000000000, propagate_forward_time: 11.0047245026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815038681
validation[          , genome  6219] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       938.17096, best error:       820.46582 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 148.1092834473s, input_fired_time: 1.5734106302, output_fired_time: 1.5362900496, propagate_forward_time: 54.6452598572, propagate_backward_time: 87.1524276733, weight_update_time: 0.2022751868, other_time: 3.2018966675
epoch time: 11.9959592819s, input_fired_time: 0.2018853575, output_fired_time: 0.0000000000, propagate_forward_time: 11.2172889709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767850876
validation[          , genome  6219] predictions:    9654/  10000 (96.54%), best:    9767/10000 (97.67%), error:      1145.95508, best error:       820.46582 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 149.3780517578s, input_fired_time: 1.5780405998, output_fired_time: 1.5406199694, propagate_forward_time: 55.4179954529, propagate_backward_time: 87.6523590088, weight_update_time: 0.2004482895, other_time: 3.1890411377
epoch time: 11.7914886475s, input_fired_time: 0.1991765201, output_fired_time: 0.0000000000, propagate_forward_time: 11.0192499161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5730619431
validation[          , genome  6219] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       862.78644, best error:       820.46582 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 148.4737091064s, input_fired_time: 1.5741822720, output_fired_time: 1.5301295519, propagate_forward_time: 55.0870552063, propagate_backward_time: 87.0959701538, weight_update_time: 0.2002678812, other_time: 3.1863632202
epoch time: 11.7742233276s, input_fired_time: 0.1984232217, output_fired_time: 0.0000000000, propagate_forward_time: 11.0147638321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610361099
validation[          , genome  6219] predictions:    9712/  10000 (97.12%), best:    9767/10000 (97.67%), error:       915.15955, best error:       820.46582 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 149.1993865967s, input_fired_time: 1.5781824589, output_fired_time: 1.5331641436, propagate_forward_time: 55.1876182556, propagate_backward_time: 87.7139816284, weight_update_time: 0.2017935216, other_time: 3.1864395142
epoch time: 12.2801456451s, input_fired_time: 0.2051762044, output_fired_time: 0.0000000000, propagate_forward_time: 11.4838914871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5910778046
validation[          , genome  6219] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       874.74823, best error:       820.46582 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 149.7116851807s, input_fired_time: 1.5876470804, output_fired_time: 1.5443228483, propagate_forward_time: 55.4149971008, propagate_backward_time: 87.9870986938, weight_update_time: 0.1991398036, other_time: 3.1776199341
epoch time: 12.0232067108s, input_fired_time: 0.2036398202, output_fired_time: 0.0000000000, propagate_forward_time: 11.2458200455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737466812
validation[          , genome  6219] predictions:    9723/  10000 (97.23%), best:    9767/10000 (97.67%), error:       957.53961, best error:       820.46582 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 149.2663879395s, input_fired_time: 1.5787494183, output_fired_time: 1.5440926552, propagate_forward_time: 55.1542510986, propagate_backward_time: 87.7964248657, weight_update_time: 0.1990423203, other_time: 3.1928634644
epoch time: 11.9870166779s, input_fired_time: 0.2031662315, output_fired_time: 0.0000000000, propagate_forward_time: 11.2028245926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5810260773
validation[          , genome  6219] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:      1018.77399, best error:       820.46582 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.6506042480s, input_fired_time: 1.5872174501, output_fired_time: 1.5440436602, propagate_forward_time: 55.4453582764, propagate_backward_time: 87.8818359375, weight_update_time: 0.1994042397, other_time: 3.1921539307
epoch time: 11.7256460190s, input_fired_time: 0.2004265338, output_fired_time: 0.0000000000, propagate_forward_time: 10.9508085251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5744113922
validation[          , genome  6219] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       948.22443, best error:       820.46582 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.0757598877s, input_fired_time: 1.5896537304, output_fired_time: 1.5442215204, propagate_forward_time: 55.2502899170, propagate_backward_time: 87.5067901611, weight_update_time: 0.1999699920, other_time: 3.1847991943
epoch time: 11.9209194183s, input_fired_time: 0.2040921599, output_fired_time: 0.0000000000, propagate_forward_time: 11.1390857697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777416229
validation[          , genome  6219] predictions:    9755/  10000 (97.55%), best:    9767/10000 (97.67%), error:       862.17035, best error:       820.46582 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.5491027832s, input_fired_time: 1.5925048590, output_fired_time: 1.5561230183, propagate_forward_time: 55.9005584717, propagate_backward_time: 88.2969284058, weight_update_time: 0.2022849470, other_time: 3.2029953003
epoch time: 11.9460506439s, input_fired_time: 0.2028020173, output_fired_time: 0.0000000000, propagate_forward_time: 11.1685237885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747251511
validation[          , genome  6219] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1029.58862, best error:       820.46582 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 149.0146789551s, input_fired_time: 1.5797919035, output_fired_time: 1.5390362740, propagate_forward_time: 55.2830429077, propagate_backward_time: 87.4225540161, weight_update_time: 0.1994349360, other_time: 3.1902618408
epoch time: 11.9814548492s, input_fired_time: 0.2054588795, output_fired_time: 0.0000000000, propagate_forward_time: 11.2013130188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746831894
validation[          , genome  6219] predictions:    9757/  10000 (97.57%), best:    9767/10000 (97.67%), error:       821.38068, best error:       820.46582 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 149.7857208252s, input_fired_time: 1.5880695581, output_fired_time: 1.5391062498, propagate_forward_time: 55.5805015564, propagate_backward_time: 87.8709640503, weight_update_time: 0.2003453523, other_time: 3.2070693970
epoch time: 12.0794820786s, input_fired_time: 0.2037680745, output_fired_time: 0.0000000000, propagate_forward_time: 11.3084192276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5672950745
validation[          , genome  6219] predictions:    9759/  10000 (97.59%), best:    9767/10000 (97.67%), error:       861.35052, best error:       820.46582 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 149.6442565918s, input_fired_time: 1.5827647448, output_fired_time: 1.5501415730, propagate_forward_time: 55.3936729431, propagate_backward_time: 87.9169616699, weight_update_time: 0.1996990442, other_time: 3.2007141113
epoch time: 11.8080434799s, input_fired_time: 0.2020398527, output_fired_time: 0.0000000000, propagate_forward_time: 11.0431480408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628557205
validation[          , genome  6219] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       871.73700, best error:       820.46582 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 149.9241638184s, input_fired_time: 1.5930546522, output_fired_time: 1.5460126400, propagate_forward_time: 55.5623397827, propagate_backward_time: 88.0150985718, weight_update_time: 0.2021492273, other_time: 3.2076721191
epoch time: 11.8876924515s, input_fired_time: 0.2024979293, output_fired_time: 0.0000000000, propagate_forward_time: 11.1089859009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762090683
validation[          , genome  6219] predictions:    9717/  10000 (97.17%), best:    9767/10000 (97.67%), error:       951.99713, best error:       820.46582 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.0097198486s, input_fired_time: 1.5895297527, output_fired_time: 1.5546087027, propagate_forward_time: 55.7117691040, propagate_backward_time: 87.9559173584, weight_update_time: 0.2023909688, other_time: 3.1978988647
epoch time: 11.8636293411s, input_fired_time: 0.2038063705, output_fired_time: 0.0000000000, propagate_forward_time: 11.0845279694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752954483
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       907.89227, best error:       820.46582 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 149.5037231445s, input_fired_time: 1.5869100094, output_fired_time: 1.5446376801, propagate_forward_time: 55.3816261292, propagate_backward_time: 87.8003540039, weight_update_time: 0.2002447397, other_time: 3.1902008057
epoch time: 12.1079292297s, input_fired_time: 0.2057553679, output_fired_time: 0.0000000000, propagate_forward_time: 11.3217411041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5804328918
validation[          , genome  6219] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       968.59961, best error:       820.46582 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 149.0863494873s, input_fired_time: 1.5812373161, output_fired_time: 1.5392806530, propagate_forward_time: 55.3018074036, propagate_backward_time: 87.4726486206, weight_update_time: 0.1994141042, other_time: 3.1913833618
epoch time: 12.1057195663s, input_fired_time: 0.2026390582, output_fired_time: 0.0000000000, propagate_forward_time: 11.3304939270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725870132
validation[          , genome  6219] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       935.00037, best error:       820.46582 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.4983825684s, input_fired_time: 1.5872642994, output_fired_time: 1.5430259705, propagate_forward_time: 55.6132049561, propagate_backward_time: 87.5708160400, weight_update_time: 0.1986465007, other_time: 3.1840667725
epoch time: 12.1138629913s, input_fired_time: 0.2029587328, output_fired_time: 0.0000000000, propagate_forward_time: 11.3280897141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5828142166
validation[          , genome  6219] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       846.99896, best error:       820.46582 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 148.9621124268s, input_fired_time: 1.5837446451, output_fired_time: 1.5471590757, propagate_forward_time: 55.5087547302, propagate_backward_time: 87.1498794556, weight_update_time: 0.1987542510, other_time: 3.1725692749
epoch time: 11.6615152359s, input_fired_time: 0.2000525594, output_fired_time: 0.0000000000, propagate_forward_time: 10.9005222321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609407425
validation[          , genome  6219] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:      1059.83728, best error:       820.46582 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 149.8748626709s, input_fired_time: 1.5999605656, output_fired_time: 1.5482863188, propagate_forward_time: 55.6591339111, propagate_backward_time: 87.8517761230, weight_update_time: 0.2022730559, other_time: 3.2157135010
epoch time: 11.9802083969s, input_fired_time: 0.2038375139, output_fired_time: 0.0000000000, propagate_forward_time: 11.2144174576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5619535446
validation[          , genome  6219] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       899.54089, best error:       820.46582 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 150.3915710449s, input_fired_time: 1.6042156219, output_fired_time: 1.5569580793, propagate_forward_time: 55.8415298462, propagate_backward_time: 88.1641998291, weight_update_time: 0.2030574530, other_time: 3.2246627808
epoch time: 11.7302427292s, input_fired_time: 0.2022255212, output_fired_time: 0.0000000000, propagate_forward_time: 10.9555482864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5724687576
validation[          , genome  6219] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1038.46960, best error:       820.46582 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 149.5857849121s, input_fired_time: 1.5872663260, output_fired_time: 1.5507700443, propagate_forward_time: 55.3894920349, propagate_backward_time: 87.8717651367, weight_update_time: 0.1995218098, other_time: 3.1864929199
epoch time: 12.2107896805s, input_fired_time: 0.2054468542, output_fired_time: 0.0000000000, propagate_forward_time: 11.4251708984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801715851
validation[          , genome  6219] predictions:    9725/  10000 (97.25%), best:    9767/10000 (97.67%), error:       940.89246, best error:       820.46582 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 148.3047180176s, input_fired_time: 1.5809489489, output_fired_time: 1.5272967815, propagate_forward_time: 54.9286384583, propagate_backward_time: 87.0780792236, weight_update_time: 0.1990079433, other_time: 3.1897583008
epoch time: 11.9437694550s, input_fired_time: 0.2052229047, output_fired_time: 0.0000000000, propagate_forward_time: 11.1698045731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687417984
validation[          , genome  6219] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       932.84344, best error:       820.46582 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 149.6497802734s, input_fired_time: 1.5991073847, output_fired_time: 1.5580348969, propagate_forward_time: 55.4666481018, propagate_backward_time: 87.8192901611, weight_update_time: 0.1998244971, other_time: 3.2067108154
epoch time: 11.9833850861s, input_fired_time: 0.2040008903, output_fired_time: 0.0000000000, propagate_forward_time: 11.2038364410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5755481720
validation[          , genome  6219] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:      1030.94702, best error:       820.46582 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 148.5803070068s, input_fired_time: 1.5822396278, output_fired_time: 1.5364980698, propagate_forward_time: 55.1460151672, propagate_backward_time: 87.1338500977, weight_update_time: 0.1996687055, other_time: 3.1817016602
epoch time: 11.9134569168s, input_fired_time: 0.2046998590, output_fired_time: 0.0000000000, propagate_forward_time: 11.1379117966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5708456039
validation[          , genome  6219] predictions:    9705/  10000 (97.05%), best:    9767/10000 (97.67%), error:       972.65643, best error:       820.46582 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 149.5695953369s, input_fired_time: 1.5856747627, output_fired_time: 1.5397487879, propagate_forward_time: 55.4736137390, propagate_backward_time: 87.8071670532, weight_update_time: 0.2007281482, other_time: 3.1633834839
epoch time: 11.9300394058s, input_fired_time: 0.2065238208, output_fired_time: 0.0000000000, propagate_forward_time: 11.1380147934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855007172
validation[          , genome  6219] predictions:    9720/  10000 (97.20%), best:    9767/10000 (97.67%), error:       939.80371, best error:       820.46582 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 149.8759307861s, input_fired_time: 1.5960633755, output_fired_time: 1.5480554104, propagate_forward_time: 55.3506584167, propagate_backward_time: 88.1901855469, weight_update_time: 0.2006183118, other_time: 3.1909637451
epoch time: 11.9241256714s, input_fired_time: 0.2046357393, output_fired_time: 0.0000000000, propagate_forward_time: 11.1445465088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5749435425
validation[          , genome  6219] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       842.44928, best error:       820.46582 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 147.9279327393s, input_fired_time: 1.5928400755, output_fired_time: 1.5306634903, propagate_forward_time: 55.0381698608, propagate_backward_time: 86.5869064331, weight_update_time: 0.1984189749, other_time: 3.1793518066
epoch time: 11.9641380310s, input_fired_time: 0.2061551511, output_fired_time: 0.0000000000, propagate_forward_time: 11.1825580597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5754251480
validation[          , genome  6219] predictions:    9697/  10000 (96.97%), best:    9767/10000 (97.67%), error:      1030.92676, best error:       820.46582 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 148.2273864746s, input_fired_time: 1.5843130350, output_fired_time: 1.5252256393, propagate_forward_time: 54.7700614929, propagate_backward_time: 87.1571655273, weight_update_time: 0.1985232532, other_time: 3.1906127930
epoch time: 11.1975116730s, input_fired_time: 0.1936450750, output_fired_time: 0.0000000000, propagate_forward_time: 10.4575309753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463352203
validation[          , genome  6219] predictions:    9686/  10000 (96.86%), best:    9767/10000 (97.67%), error:      1028.77295, best error:       820.46582 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 149.5064697266s, input_fired_time: 1.5937794447, output_fired_time: 1.5449309349, propagate_forward_time: 55.5120315552, propagate_backward_time: 87.6687698364, weight_update_time: 0.1986946464, other_time: 3.1869506836
epoch time: 11.8709506989s, input_fired_time: 0.2050457299, output_fired_time: 0.0000000000, propagate_forward_time: 11.0873003006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5786046982
validation[          , genome  6219] predictions:    9660/  10000 (96.60%), best:    9767/10000 (97.67%), error:      1155.89966, best error:       820.46582 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.7346343994s, input_fired_time: 1.6128485203, output_fired_time: 1.5594447851, propagate_forward_time: 55.7191963196, propagate_backward_time: 87.6450805664, weight_update_time: 0.1989390552, other_time: 3.1980590820
epoch time: 12.0977220535s, input_fired_time: 0.2084535509, output_fired_time: 0.0000000000, propagate_forward_time: 11.3127441406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5765247345
validation[          , genome  6219] predictions:    9709/  10000 (97.09%), best:    9767/10000 (97.67%), error:       932.15881, best error:       820.46582 on epoch:    56, 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: 59.6173057556s, input_fired_time: 1.0030281544, output_fired_time: 0.0000000000, propagate_forward_time: 55.6937751770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9205017090
best training[          , genome  6219] predictions:   49434/  50000 (98.87%), best:    9767/10000 (97.67%), error:      2009.76477, best error:       820.46582 on epoch:    56, 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: 12.1134891510s, input_fired_time: 0.2017567605, output_fired_time: 0.0000000000, propagate_forward_time: 11.3292322159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825004578
   testing[          , genome  6219] predictions:    9763/  10000 (97.63%), best:    9767/10000 (97.67%), error:       771.10773, best error:       820.46582 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:34:44 (6640): called boinc_finish(0)

</stderr_txt>
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