Nameexact_genome_1512568488_41_6887_0
Workunit2605719
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline18 Dec 2017, 1:59:23 UTC
Received8 Dec 2017, 15:46:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time5 hours 12 min 12 sec
CPU time5 hours 11 min 18 sec
Validate stateValid
Credit2,534.12
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.54 MB
Peak swap size159.93 MB
Peak disk usage1.99 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, best:    9678/10000 (96.78%), error:      1012.44250, best error:      1002.65826 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 170.8300476074s, input_fired_time: 1.8968136311, output_fired_time: 1.6416053772, propagate_forward_time: 64.1088562012, propagate_backward_time: 99.6021194458, weight_update_time: 0.1562374383, other_time: 3.5806503296
epoch time: 13.5855226517s, input_fired_time: 0.2418144494, output_fired_time: 0.0000000000, propagate_forward_time: 12.7213058472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6224021912
validation[          , genome  6887] predictions:    9645/  10000 (96.45%), best:    9678/10000 (96.78%), error:      1087.36084, best error:      1002.65826 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 170.5451507568s, input_fired_time: 1.8830361366, output_fired_time: 1.6592023373, propagate_forward_time: 64.0261154175, propagate_backward_time: 99.4664306641, weight_update_time: 0.1560443789, other_time: 3.5103683472
epoch time: 13.5220880508s, input_fired_time: 0.2335820794, output_fired_time: 0.0000000000, propagate_forward_time: 12.6880950928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004104614
validation[          , genome  6887] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       900.89819, best error:       900.89819 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 171.7560729980s, input_fired_time: 1.9013817310, output_fired_time: 1.6602014303, propagate_forward_time: 64.3960571289, propagate_backward_time: 100.1934280396, weight_update_time: 0.1599726081, other_time: 3.6050033569
epoch time: 13.4932289124s, input_fired_time: 0.2336539626, output_fired_time: 0.0000000000, propagate_forward_time: 12.6600208282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995540619
validation[          , genome  6887] predictions:    9681/  10000 (96.81%), best:    9735/10000 (97.35%), error:      1016.93585, best error:       900.89819 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 168.7259674072s, input_fired_time: 1.8408253193, output_fired_time: 1.6204466820, propagate_forward_time: 63.4397850037, propagate_backward_time: 98.4399795532, weight_update_time: 0.1550686061, other_time: 3.3849258423
epoch time: 13.5373277664s, input_fired_time: 0.2345462441, output_fired_time: 0.0000000000, propagate_forward_time: 12.7045917511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981893539
validation[          , genome  6887] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       976.98242, best error:       900.89819 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 169.4383087158s, input_fired_time: 1.8580540419, output_fired_time: 1.6393172741, propagate_forward_time: 63.6920204163, propagate_backward_time: 98.8933563232, weight_update_time: 0.1548173130, other_time: 3.3555755615
epoch time: 13.5470342636s, input_fired_time: 0.2377385050, output_fired_time: 0.0000000000, propagate_forward_time: 12.6980314255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6112642288
validation[          , genome  6887] predictions:    9733/  10000 (97.33%), best:    9735/10000 (97.35%), error:       929.91058, best error:       900.89819 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 171.3567047119s, input_fired_time: 1.8908406496, output_fired_time: 1.6636284590, propagate_forward_time: 64.2778549194, propagate_backward_time: 99.9860382080, weight_update_time: 0.1541315019, other_time: 3.5383377075
epoch time: 13.7347879410s, input_fired_time: 0.2509827614, output_fired_time: 0.0000000000, propagate_forward_time: 12.8414916992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6423130035
validation[          , genome  6887] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       880.33289, best error:       880.33289 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 169.5845184326s, input_fired_time: 1.8529124260, output_fired_time: 1.6398944855, propagate_forward_time: 63.6656379700, propagate_backward_time: 98.9666671753, weight_update_time: 0.1528905481, other_time: 3.4594192505
epoch time: 13.5605316162s, input_fired_time: 0.2383973747, output_fired_time: 0.0000000000, propagate_forward_time: 12.7111816406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6109523773
validation[          , genome  6887] predictions:    9668/  10000 (96.68%), best:    9741/10000 (97.41%), error:      1034.00415, best error:       880.33289 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 170.2100677490s, input_fired_time: 1.8862928152, output_fired_time: 1.6449185610, propagate_forward_time: 63.8961639404, propagate_backward_time: 99.3042526245, weight_update_time: 0.1534138322, other_time: 3.4784469604
epoch time: 13.5305185318s, input_fired_time: 0.2369272560, output_fired_time: 0.0000000000, propagate_forward_time: 12.6956596375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5979318619
validation[          , genome  6887] predictions:    9705/  10000 (97.05%), best:    9741/10000 (97.41%), error:       955.89349, best error:       880.33289 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 170.5955810547s, input_fired_time: 1.8788205385, output_fired_time: 1.6733592749, propagate_forward_time: 64.1202468872, propagate_backward_time: 99.4031295776, weight_update_time: 0.1532644033, other_time: 3.5200347900
epoch time: 13.9962444305s, input_fired_time: 0.2702849805, output_fired_time: 0.0000000000, propagate_forward_time: 13.0629034042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6630563736
validation[          , genome  6887] predictions:    9699/  10000 (96.99%), best:    9741/10000 (97.41%), error:       991.70514, best error:       880.33289 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 171.0785827637s, input_fired_time: 1.9013408422, output_fired_time: 1.6444615126, propagate_forward_time: 64.1811981201, propagate_backward_time: 99.7975006104, weight_update_time: 0.1666437089, other_time: 3.5540924072
epoch time: 13.7534160614s, input_fired_time: 0.2439314425, output_fired_time: 0.0000000000, propagate_forward_time: 12.8498020172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6596822739
validation[          , genome  6887] predictions:    9691/  10000 (96.91%), best:    9741/10000 (97.41%), error:      1002.37988, best error:       880.33289 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 169.4983520508s, input_fired_time: 1.8571089506, output_fired_time: 1.6445837021, propagate_forward_time: 63.6956863403, propagate_backward_time: 98.9243545532, weight_update_time: 0.1515945047, other_time: 3.3766326904
epoch time: 13.5193853378s, input_fired_time: 0.2372181416, output_fired_time: 0.0000000000, propagate_forward_time: 12.6685714722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6135959625
validation[          , genome  6887] predictions:    9722/  10000 (97.22%), best:    9741/10000 (97.41%), error:       912.37000, best error:       880.33289 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 170.2388916016s, input_fired_time: 1.8781145811, output_fired_time: 1.6589686871, propagate_forward_time: 63.7980613708, propagate_backward_time: 99.4430007935, weight_update_time: 0.1545189321, other_time: 3.4607467651
epoch time: 13.3907651901s, input_fired_time: 0.2327413559, output_fired_time: 0.0000000000, propagate_forward_time: 12.5589389801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990848541
validation[          , genome  6887] predictions:    9741/  10000 (97.41%), best:    9741/10000 (97.41%), error:       837.11566, best error:       837.11566 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 171.8891448975s, input_fired_time: 1.9050797224, output_fired_time: 1.6595307589, propagate_forward_time: 64.4583129883, propagate_backward_time: 100.2569732666, weight_update_time: 0.1543304920, other_time: 3.6092529297
epoch time: 13.5534267426s, input_fired_time: 0.2391379476, output_fired_time: 0.0000000000, propagate_forward_time: 12.7035617828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6107273102
validation[          , genome  6887] predictions:    9679/  10000 (96.79%), best:    9741/10000 (97.41%), error:      1031.35742, best error:       837.11566 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 169.2795104980s, input_fired_time: 1.8477911949, output_fired_time: 1.6291452646, propagate_forward_time: 63.5607604980, propagate_backward_time: 98.8254394531, weight_update_time: 0.1521093845, other_time: 3.4163665771
epoch time: 13.5606832504s, input_fired_time: 0.2374468744, output_fired_time: 0.0000000000, propagate_forward_time: 12.7113914490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6118450165
validation[          , genome  6887] predictions:    9671/  10000 (96.71%), best:    9741/10000 (97.41%), error:       994.44647, best error:       837.11566 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 169.4681854248s, input_fired_time: 1.8777458668, output_fired_time: 1.6526288986, propagate_forward_time: 63.5544242859, propagate_backward_time: 98.9357223511, weight_update_time: 0.1532302201, other_time: 3.4476547241
epoch time: 13.5168790817s, input_fired_time: 0.2377451658, output_fired_time: 0.0000000000, propagate_forward_time: 12.6818752289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972585678
validation[          , genome  6887] predictions:    9751/  10000 (97.51%), best:    9741/10000 (97.41%), error:       844.56354, best error:       837.11566 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 171.2173309326s, input_fired_time: 1.9130152464, output_fired_time: 1.6559895277, propagate_forward_time: 64.2976684570, propagate_backward_time: 99.8106231689, weight_update_time: 0.1558981836, other_time: 3.5400390625
epoch time: 13.6145715714s, input_fired_time: 0.2410465628, output_fired_time: 0.0000000000, propagate_forward_time: 12.7554931641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6180315018
validation[          , genome  6887] predictions:    9717/  10000 (97.17%), best:    9741/10000 (97.41%), error:       953.44031, best error:       837.11566 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 170.5539855957s, input_fired_time: 1.8809475899, output_fired_time: 1.6472973824, propagate_forward_time: 64.0373229980, propagate_backward_time: 99.5598297119, weight_update_time: 0.1534851640, other_time: 3.4285888672
epoch time: 14.0985107422s, input_fired_time: 0.2371160686, output_fired_time: 0.0000000000, propagate_forward_time: 13.2255182266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6358766556
validation[          , genome  6887] predictions:    9709/  10000 (97.09%), best:    9741/10000 (97.41%), error:       901.50952, best error:       837.11566 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 169.1693878174s, input_fired_time: 1.8539021015, output_fired_time: 1.6258007288, propagate_forward_time: 63.5123901367, propagate_backward_time: 98.8088760376, weight_update_time: 0.1519122273, other_time: 3.3684310913
epoch time: 13.5512351990s, input_fired_time: 0.2356178910, output_fired_time: 0.0000000000, propagate_forward_time: 12.7142515182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013660431
validation[          , genome  6887] predictions:    9728/  10000 (97.28%), best:    9741/10000 (97.41%), error:       861.96167, best error:       837.11566 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 172.9340057373s, input_fired_time: 1.9360374212, output_fired_time: 1.6576758623, propagate_forward_time: 64.8419952393, propagate_backward_time: 100.8380889893, weight_update_time: 0.1652434170, other_time: 3.6602172852
epoch time: 13.9081659317s, input_fired_time: 0.2500956357, output_fired_time: 0.0000000000, propagate_forward_time: 13.0015316010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6565389633
validation[          , genome  6887] predictions:    9688/  10000 (96.88%), best:    9741/10000 (97.41%), error:       964.27325, best error:       837.11566 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 169.7000427246s, input_fired_time: 1.8679277897, output_fired_time: 1.6377933025, propagate_forward_time: 63.6865005493, propagate_backward_time: 99.0513916016, weight_update_time: 0.1529077739, other_time: 3.4564285278
epoch time: 13.6829986572s, input_fired_time: 0.2525946796, output_fired_time: 0.0000000000, propagate_forward_time: 12.7973060608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330976486
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9741/10000 (97.41%), error:       849.61133, best error:       837.11566 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 168.8035430908s, input_fired_time: 1.8669134378, output_fired_time: 1.6208101511, propagate_forward_time: 63.4118843079, propagate_backward_time: 98.5123062134, weight_update_time: 0.1572810858, other_time: 3.3916397095
epoch time: 13.7076396942s, input_fired_time: 0.2464593947, output_fired_time: 0.0000000000, propagate_forward_time: 12.8084249496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6527557373
validation[          , genome  6887] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       788.66693, best error:       788.66693 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 170.2007598877s, input_fired_time: 1.9043095112, output_fired_time: 1.6574605703, propagate_forward_time: 63.9556961060, propagate_backward_time: 99.1263122559, weight_update_time: 0.1546477377, other_time: 3.5569839478
epoch time: 13.7695102692s, input_fired_time: 0.2451453358, output_fired_time: 0.0000000000, propagate_forward_time: 12.9027729034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6215915680
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9759/10000 (97.59%), error:       831.05719, best error:       788.66693 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 169.9275970459s, input_fired_time: 1.8871285915, output_fired_time: 1.6516509056, propagate_forward_time: 63.7987823486, propagate_backward_time: 99.0986480713, weight_update_time: 0.1536998302, other_time: 3.4913787842
epoch time: 13.6575965881s, input_fired_time: 0.2506173253, output_fired_time: 0.0000000000, propagate_forward_time: 12.7837629318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6232166290
validation[          , genome  6887] predictions:    9722/  10000 (97.22%), best:    9759/10000 (97.59%), error:       856.03809, best error:       788.66693 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 170.0397033691s, input_fired_time: 1.8662230968, output_fired_time: 1.6356915236, propagate_forward_time: 63.8561210632, propagate_backward_time: 99.2286300659, weight_update_time: 0.1523075998, other_time: 3.4530258179
epoch time: 13.5769014359s, input_fired_time: 0.2448872179, output_fired_time: 0.0000000000, propagate_forward_time: 12.7011861801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6308279037
validation[          , genome  6887] predictions:    9736/  10000 (97.36%), best:    9759/10000 (97.59%), error:       851.85669, best error:       788.66693 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 169.7997741699s, input_fired_time: 1.8854321241, output_fired_time: 1.6435704231, propagate_forward_time: 63.6832122803, propagate_backward_time: 99.0902862549, weight_update_time: 0.1589221656, other_time: 3.4972686768
epoch time: 13.4229011536s, input_fired_time: 0.2353610396, output_fired_time: 0.0000000000, propagate_forward_time: 12.5916166306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959234238
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       770.19501, best error:       770.19501 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 169.2666473389s, input_fired_time: 1.8592329025, output_fired_time: 1.6496111155, propagate_forward_time: 63.5854721069, propagate_backward_time: 98.7595977783, weight_update_time: 0.1515437514, other_time: 3.4127273560
epoch time: 13.4955825806s, input_fired_time: 0.2357432544, output_fired_time: 0.0000000000, propagate_forward_time: 12.6613311768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985078812
validation[          , genome  6887] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       885.82733, best error:       770.19501 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 169.7830505371s, input_fired_time: 1.9068113565, output_fired_time: 1.6255314350, propagate_forward_time: 63.8089447021, propagate_backward_time: 98.9278640747, weight_update_time: 0.1550458521, other_time: 3.5138931274
epoch time: 13.5067310333s, input_fired_time: 0.2368161231, output_fired_time: 0.0000000000, propagate_forward_time: 12.6761894226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5937252045
validation[          , genome  6887] predictions:    9695/  10000 (96.95%), best:    9770/10000 (97.70%), error:       943.36652, best error:       770.19501 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 170.9386291504s, input_fired_time: 1.9293619394, output_fired_time: 1.6446617842, propagate_forward_time: 64.0264358521, propagate_backward_time: 99.7341079712, weight_update_time: 0.1547584236, other_time: 3.6040496826
epoch time: 13.5144910812s, input_fired_time: 0.2371530384, output_fired_time: 0.0000000000, propagate_forward_time: 12.6791582108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981798172
validation[          , genome  6887] predictions:    9746/  10000 (97.46%), best:    9770/10000 (97.70%), error:       835.81598, best error:       770.19501 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 170.6541595459s, input_fired_time: 1.8860845566, output_fired_time: 1.6348830462, propagate_forward_time: 64.0420150757, propagate_backward_time: 99.6023025513, weight_update_time: 0.1539625525, other_time: 3.4888763428
epoch time: 13.5236282349s, input_fired_time: 0.2371759117, output_fired_time: 0.0000000000, propagate_forward_time: 12.6603221893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6261301041
validation[          , genome  6887] predictions:    9743/  10000 (97.43%), best:    9770/10000 (97.70%), error:       862.76160, best error:       770.19501 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 170.3235168457s, input_fired_time: 1.9205931425, output_fired_time: 1.6249932051, propagate_forward_time: 63.8615264893, propagate_backward_time: 99.4008483887, weight_update_time: 0.1553573608, other_time: 3.5155487061
epoch time: 13.4434757233s, input_fired_time: 0.2373403758, output_fired_time: 0.0000000000, propagate_forward_time: 12.6062974930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5998382568
validation[          , genome  6887] predictions:    9725/  10000 (97.25%), best:    9770/10000 (97.70%), error:       885.59131, best error:       770.19501 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 169.8041534424s, input_fired_time: 1.9233301878, output_fired_time: 1.6308863163, propagate_forward_time: 63.7262802124, propagate_backward_time: 99.0015487671, weight_update_time: 0.1544034034, other_time: 3.5221099854
epoch time: 13.6248455048s, input_fired_time: 0.2414786518, output_fired_time: 0.0000000000, propagate_forward_time: 12.7575416565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6258249283
validation[          , genome  6887] predictions:    9757/  10000 (97.57%), best:    9770/10000 (97.70%), error:       781.43262, best error:       770.19501 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 170.4130706787s, input_fired_time: 1.8974177837, output_fired_time: 1.6661942005, propagate_forward_time: 64.0513000488, propagate_backward_time: 99.3242340088, weight_update_time: 0.1538941562, other_time: 3.4739227295
epoch time: 13.5833396912s, input_fired_time: 0.2385214716, output_fired_time: 0.0000000000, propagate_forward_time: 12.7453174591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995006561
validation[          , genome  6887] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       835.54218, best error:       770.19501 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 170.4547119141s, input_fired_time: 1.9231328964, output_fired_time: 1.6441173553, propagate_forward_time: 63.8680686951, propagate_backward_time: 99.5377655029, weight_update_time: 0.1566279829, other_time: 3.4816284180
epoch time: 13.5829782486s, input_fired_time: 0.2376700491, output_fired_time: 0.0000000000, propagate_forward_time: 12.7464237213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988845825
validation[          , genome  6887] predictions:    9699/  10000 (96.99%), best:    9770/10000 (97.70%), error:       945.53156, best error:       770.19501 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 170.1169433594s, input_fired_time: 1.9225413799, output_fired_time: 1.6618933678, propagate_forward_time: 63.8307113647, propagate_backward_time: 99.2164993286, weight_update_time: 0.1538475752, other_time: 3.4852905273
epoch time: 13.5674591064s, input_fired_time: 0.2377691567, output_fired_time: 0.0000000000, propagate_forward_time: 12.7239961624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6056938171
validation[          , genome  6887] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       799.75537, best error:       770.19501 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 171.2747497559s, input_fired_time: 1.9224215746, output_fired_time: 1.6592153311, propagate_forward_time: 64.3915557861, propagate_backward_time: 99.7079010010, weight_update_time: 0.1589867026, other_time: 3.5936584473
epoch time: 13.6810779572s, input_fired_time: 0.2441572696, output_fired_time: 0.0000000000, propagate_forward_time: 12.8150768280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6218442917
validation[          , genome  6887] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       776.40674, best error:       770.19501 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 170.3656768799s, input_fired_time: 1.9045443535, output_fired_time: 1.6557466984, propagate_forward_time: 64.0473327637, propagate_backward_time: 99.3186492920, weight_update_time: 0.1528528631, other_time: 3.4394073486
epoch time: 13.7447299957s, input_fired_time: 0.2479106784, output_fired_time: 0.0000000000, propagate_forward_time: 12.8644113541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6324081421
validation[          , genome  6887] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       767.67084, best error:       767.67084 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 170.4026336670s, input_fired_time: 1.9082398415, output_fired_time: 1.6410089731, propagate_forward_time: 63.9616432190, propagate_backward_time: 99.3842239380, weight_update_time: 0.1537853777, other_time: 3.5075302124
epoch time: 13.7134904861s, input_fired_time: 0.2532960474, output_fired_time: 0.0000000000, propagate_forward_time: 12.8398284912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6203660965
validation[          , genome  6887] predictions:    9717/  10000 (97.17%), best:    9772/10000 (97.72%), error:       904.28589, best error:       767.67084 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 170.6190185547s, input_fired_time: 1.9228403568, output_fired_time: 1.6608886719, propagate_forward_time: 64.0412521362, propagate_backward_time: 99.4200439453, weight_update_time: 0.1554017663, other_time: 3.5739974976
epoch time: 13.4870519638s, input_fired_time: 0.2379508317, output_fired_time: 0.0000000000, propagate_forward_time: 12.6505794525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5985212326
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9772/10000 (97.72%), error:       794.57874, best error:       767.67084 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 170.0193023682s, input_fired_time: 1.8860098124, output_fired_time: 1.6634848118, propagate_forward_time: 63.8536148071, propagate_backward_time: 99.1838455200, weight_update_time: 0.1532465219, other_time: 3.4323425293
epoch time: 13.5130653381s, input_fired_time: 0.2394789755, output_fired_time: 0.0000000000, propagate_forward_time: 12.6727981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007881165
validation[          , genome  6887] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       816.56989, best error:       767.67084 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 169.2438964844s, input_fired_time: 1.8559134007, output_fired_time: 1.6379005909, propagate_forward_time: 63.5915184021, propagate_backward_time: 98.8010177612, weight_update_time: 0.1523562372, other_time: 3.3575515747
epoch time: 13.6879005432s, input_fired_time: 0.2517157793, output_fired_time: 0.0000000000, propagate_forward_time: 12.7991685867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6370162964
validation[          , genome  6887] predictions:    9748/  10000 (97.48%), best:    9772/10000 (97.72%), error:       777.61481, best error:       767.67084 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 169.3748931885s, input_fired_time: 1.8617252111, output_fired_time: 1.6349813938, propagate_forward_time: 63.5576438904, propagate_backward_time: 98.8903503418, weight_update_time: 0.1569047719, other_time: 3.4301910400
epoch time: 13.7818794250s, input_fired_time: 0.2458999455, output_fired_time: 0.0000000000, propagate_forward_time: 12.8989286423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6370506287
validation[          , genome  6887] predictions:    9752/  10000 (97.52%), best:    9772/10000 (97.72%), error:       821.66510, best error:       767.67084 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 171.4880371094s, input_fired_time: 1.9137586355, output_fired_time: 1.6728608608, propagate_forward_time: 64.3225021362, propagate_backward_time: 100.0810699463, weight_update_time: 0.1543283314, other_time: 3.4978408813
epoch time: 13.5299873352s, input_fired_time: 0.2394830585, output_fired_time: 0.0000000000, propagate_forward_time: 12.6931915283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973129272
validation[          , genome  6887] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       800.06219, best error:       767.67084 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 169.8797302246s, input_fired_time: 1.9070715904, output_fired_time: 1.6382025480, propagate_forward_time: 63.7654228210, propagate_backward_time: 99.1013183594, weight_update_time: 0.1534947753, other_time: 3.4677124023
epoch time: 13.7981185913s, input_fired_time: 0.2556285262, output_fired_time: 0.0000000000, propagate_forward_time: 12.9141731262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6283168793
validation[          , genome  6887] predictions:    9718/  10000 (97.18%), best:    9772/10000 (97.72%), error:       884.01202, best error:       767.67084 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 169.0594329834s, input_fired_time: 1.8657090664, output_fired_time: 1.6458396912, propagate_forward_time: 63.3806076050, propagate_backward_time: 98.7623519897, weight_update_time: 0.1526384056, other_time: 3.4049224854
epoch time: 13.4864006042s, input_fired_time: 0.2368826717, output_fired_time: 0.0000000000, propagate_forward_time: 12.6257486343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6237697601
validation[          , genome  6887] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       750.11749, best error:       750.11749 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 171.5514984131s, input_fired_time: 1.9027465582, output_fired_time: 1.6380701065, propagate_forward_time: 64.3261184692, propagate_backward_time: 100.0930023193, weight_update_time: 0.1641237140, other_time: 3.5915603638
epoch time: 13.7002868652s, input_fired_time: 0.2469725609, output_fired_time: 0.0000000000, propagate_forward_time: 12.8260478973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272659302
validation[          , genome  6887] predictions:    9720/  10000 (97.20%), best:    9774/10000 (97.74%), error:       870.98505, best error:       750.11749 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 169.8658752441s, input_fired_time: 1.8812505007, output_fired_time: 1.6419847012, propagate_forward_time: 63.8071746826, propagate_backward_time: 99.1072540283, weight_update_time: 0.1532426625, other_time: 3.4282073975
epoch time: 13.9320507050s, input_fired_time: 0.2463373542, output_fired_time: 0.0000000000, propagate_forward_time: 13.0505819321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6351318359
validation[          , genome  6887] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       788.46637, best error:       750.11749 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 170.2621765137s, input_fired_time: 1.9073239565, output_fired_time: 1.6473374367, propagate_forward_time: 63.9433135986, propagate_backward_time: 99.2693710327, weight_update_time: 0.1539713740, other_time: 3.4948348999
epoch time: 13.5583124161s, input_fired_time: 0.2392197549, output_fired_time: 0.0000000000, propagate_forward_time: 12.7206649780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5984277725
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       822.18298, best error:       750.11749 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 171.7657470703s, input_fired_time: 1.9173362255, output_fired_time: 1.6726711988, propagate_forward_time: 64.4424896240, propagate_backward_time: 100.1368865967, weight_update_time: 0.1586925834, other_time: 3.5963592529
epoch time: 14.1042079926s, input_fired_time: 0.2572427094, output_fired_time: 0.0000000000, propagate_forward_time: 13.1789627075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6680021286
validation[          , genome  6887] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       836.04950, best error:       750.11749 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 169.7894439697s, input_fired_time: 1.8758858442, output_fired_time: 1.6615453959, propagate_forward_time: 63.7954597473, propagate_backward_time: 99.0971603394, weight_update_time: 0.1523375213, other_time: 3.3593978882
epoch time: 13.5375232697s, input_fired_time: 0.2398330569, output_fired_time: 0.0000000000, propagate_forward_time: 12.6987609863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5989294052
validation[          , genome  6887] predictions:    9688/  10000 (96.88%), best:    9774/10000 (97.74%), error:      1014.58539, best error:       750.11749 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 169.4738006592s, input_fired_time: 1.8695938587, output_fired_time: 1.6414307356, propagate_forward_time: 63.6265640259, propagate_backward_time: 98.9751663208, weight_update_time: 0.1575698256, other_time: 3.3610382080
epoch time: 13.5242004395s, input_fired_time: 0.2400494367, output_fired_time: 0.0000000000, propagate_forward_time: 12.6859045029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982465744
validation[          , genome  6887] predictions:    9721/  10000 (97.21%), best:    9774/10000 (97.74%), error:       907.41522, best error:       750.11749 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 170.0155639648s, input_fired_time: 1.9408167601, output_fired_time: 1.6472219229, propagate_forward_time: 63.6622467041, propagate_backward_time: 99.1477737427, weight_update_time: 0.1569207609, other_time: 3.6175155640
epoch time: 13.5335826874s, input_fired_time: 0.2390266657, output_fired_time: 0.0000000000, propagate_forward_time: 12.6913528442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032028198
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9774/10000 (97.74%), error:       778.68921, best error:       750.11749 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 170.7398376465s, input_fired_time: 1.8936126232, output_fired_time: 1.6762522459, propagate_forward_time: 63.9829826355, propagate_backward_time: 99.7446060181, weight_update_time: 0.1527107060, other_time: 3.4423751831
epoch time: 13.5100917816s, input_fired_time: 0.2396046221, output_fired_time: 0.0000000000, propagate_forward_time: 12.6739559174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965309143
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       796.51019, best error:       750.11749 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 169.7771606445s, input_fired_time: 1.8807480335, output_fired_time: 1.6444891691, propagate_forward_time: 63.8751602173, propagate_backward_time: 98.9990158081, weight_update_time: 0.1521122754, other_time: 3.3777465820
epoch time: 13.7353067398s, input_fired_time: 0.2535642982, output_fired_time: 0.0000000000, propagate_forward_time: 12.8268251419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6549177170
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       742.56604, best error:       742.56604 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 170.2117767334s, input_fired_time: 1.8923544884, output_fired_time: 1.6348228455, propagate_forward_time: 63.9495239258, propagate_backward_time: 99.2743835449, weight_update_time: 0.1592112333, other_time: 3.4606933594
epoch time: 13.5367879868s, input_fired_time: 0.2409767807, output_fired_time: 0.0000000000, propagate_forward_time: 12.6952352524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6005764008
validation[          , genome  6887] predictions:    9712/  10000 (97.12%), best:    9770/10000 (97.70%), error:       857.91022, best error:       742.56604 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 172.4621582031s, input_fired_time: 1.9610918760, output_fired_time: 1.6529737711, propagate_forward_time: 64.5497894287, propagate_backward_time: 100.6851654053, weight_update_time: 0.1553165168, other_time: 3.6131439209
epoch time: 13.5867671967s, input_fired_time: 0.2411668748, output_fired_time: 0.0000000000, propagate_forward_time: 12.7438020706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017980576
validation[          , genome  6887] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       748.34644, best error:       742.56604 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 169.3945312500s, input_fired_time: 1.8652603626, output_fired_time: 1.6491332054, propagate_forward_time: 63.6147232056, propagate_backward_time: 98.9390487671, weight_update_time: 0.1514296085, other_time: 3.3263549805
epoch time: 13.7805347443s, input_fired_time: 0.2483662516, output_fired_time: 0.0000000000, propagate_forward_time: 12.9003839493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6317844391
validation[          , genome  6887] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       795.15625, best error:       742.56604 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 168.9961853027s, input_fired_time: 1.8881559372, output_fired_time: 1.6380516291, propagate_forward_time: 63.3758773804, propagate_backward_time: 98.7201004028, weight_update_time: 0.1517401934, other_time: 3.3740081787
epoch time: 13.7058687210s, input_fired_time: 0.2498210818, output_fired_time: 0.0000000000, propagate_forward_time: 12.8305063248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6255416870
validation[          , genome  6887] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       735.59467, best error:       735.59467 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 172.6403656006s, input_fired_time: 1.9386496544, output_fired_time: 1.6716285944, propagate_forward_time: 64.8496093750, propagate_backward_time: 100.5233078003, weight_update_time: 0.1549793184, other_time: 3.6571731567
epoch time: 13.4729652405s, input_fired_time: 0.2395457774, output_fired_time: 0.0000000000, propagate_forward_time: 12.6358127594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976066589
validation[          , genome  6887] predictions:    9732/  10000 (97.32%), best:    9793/10000 (97.93%), error:       883.76331, best error:       735.59467 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 171.4875946045s, input_fired_time: 1.9344696999, output_fired_time: 1.6815592051, propagate_forward_time: 64.2933883667, propagate_backward_time: 100.0181274414, weight_update_time: 0.1554275751, other_time: 3.5600509644
epoch time: 13.8067502975s, input_fired_time: 0.2487559766, output_fired_time: 0.0000000000, propagate_forward_time: 12.9217777252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6362161636
validation[          , genome  6887] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       720.65076, best error:       720.65076 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 169.7111511230s, input_fired_time: 1.8729732037, output_fired_time: 1.6454421282, propagate_forward_time: 63.7251777649, propagate_backward_time: 99.0812683105, weight_update_time: 0.1519756466, other_time: 3.3862915039
epoch time: 13.5631294250s, input_fired_time: 0.2413521558, output_fired_time: 0.0000000000, propagate_forward_time: 12.7195339203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6022434235
validation[          , genome  6887] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       764.45068, best error:       720.65076 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 171.2665710449s, input_fired_time: 1.9380289316, output_fired_time: 1.6394902468, propagate_forward_time: 64.2039184570, propagate_backward_time: 99.8953628540, weight_update_time: 0.1553535461, other_time: 3.5897598267
epoch time: 13.6188449860s, input_fired_time: 0.2412125319, output_fired_time: 0.0000000000, propagate_forward_time: 12.7799749374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976572037
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       773.76123, best error:       720.65076 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 171.4578704834s, input_fired_time: 1.9566445351, output_fired_time: 1.6519889832, propagate_forward_time: 64.3929061890, propagate_backward_time: 99.8299636841, weight_update_time: 0.1648078412, other_time: 3.6263580322
epoch time: 13.4939374924s, input_fired_time: 0.2417566776, output_fired_time: 0.0000000000, propagate_forward_time: 12.6582803726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5939006805
validation[          , genome  6887] predictions:    9739/  10000 (97.39%), best:    9768/10000 (97.68%), error:       809.05798, best error:       720.65076 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 171.4709777832s, input_fired_time: 1.9798018932, output_fired_time: 1.6689891815, propagate_forward_time: 64.4447555542, propagate_backward_time: 99.7671661377, weight_update_time: 0.1566218883, other_time: 3.6102676392
epoch time: 13.5698308945s, input_fired_time: 0.2407088876, output_fired_time: 0.0000000000, propagate_forward_time: 12.7264108658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027107239
validation[          , genome  6887] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       899.68213, best error:       720.65076 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 170.5088500977s, input_fired_time: 1.9345914125, output_fired_time: 1.6447898149, propagate_forward_time: 64.0917510986, propagate_backward_time: 99.2817764282, weight_update_time: 0.1549596488, other_time: 3.5559463501
epoch time: 13.4968233109s, input_fired_time: 0.2398384362, output_fired_time: 0.0000000000, propagate_forward_time: 12.6600914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5968933105
validation[          , genome  6887] predictions:    9753/  10000 (97.53%), best:    9768/10000 (97.68%), error:       746.83179, best error:       720.65076 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 171.1804656982s, input_fired_time: 1.9138199091, output_fired_time: 1.6632617712, propagate_forward_time: 64.2096023560, propagate_backward_time: 99.8363647461, weight_update_time: 0.1615070403, other_time: 3.5574111938
epoch time: 13.5520753860s, input_fired_time: 0.2389567494, output_fired_time: 0.0000000000, propagate_forward_time: 12.6884956360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6246232986
validation[          , genome  6887] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       718.40155, best error:       718.40155 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 169.0378723145s, input_fired_time: 1.8743518591, output_fired_time: 1.6488490105, propagate_forward_time: 63.4904518127, propagate_backward_time: 98.6904525757, weight_update_time: 0.1517203748, other_time: 3.3337631226
epoch time: 13.5732584000s, input_fired_time: 0.2453506738, output_fired_time: 0.0000000000, propagate_forward_time: 12.7197456360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6081619263
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9770/10000 (97.70%), error:       809.19513, best error:       718.40155 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 170.1230163574s, input_fired_time: 1.8913818598, output_fired_time: 1.6345256567, propagate_forward_time: 63.9823646545, propagate_backward_time: 99.1919784546, weight_update_time: 0.1581581235, other_time: 3.4227676392
epoch time: 13.5897550583s, input_fired_time: 0.2430593818, output_fired_time: 0.0000000000, propagate_forward_time: 12.7439403534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027555466
validation[          , genome  6887] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       712.79309, best error:       712.79309 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 169.9942474365s, input_fired_time: 1.8868451118, output_fired_time: 1.6454002857, propagate_forward_time: 63.8686523438, propagate_backward_time: 99.1636505127, weight_update_time: 0.1522842646, other_time: 3.4297027588
epoch time: 13.3707628250s, input_fired_time: 0.2389944792, output_fired_time: 0.0000000000, propagate_forward_time: 12.5166454315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6151227951
validation[          , genome  6887] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       749.60919, best error:       712.79309 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 168.8367462158s, input_fired_time: 1.8869757652, output_fired_time: 1.6313660145, propagate_forward_time: 63.4384040833, propagate_backward_time: 98.4874954224, weight_update_time: 0.1523155570, other_time: 3.3925094604
epoch time: 13.9092426300s, input_fired_time: 0.2464926690, output_fired_time: 0.0000000000, propagate_forward_time: 13.0511646271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6115856171
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       782.74121, best error:       712.79309 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 171.1541290283s, input_fired_time: 1.9349726439, output_fired_time: 1.6753034592, propagate_forward_time: 64.3083114624, propagate_backward_time: 99.7170410156, weight_update_time: 0.1543158591, other_time: 3.5185012817
epoch time: 13.4791116714s, input_fired_time: 0.2406625897, output_fired_time: 0.0000000000, propagate_forward_time: 12.6419935226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964555740
validation[          , genome  6887] predictions:    9750/  10000 (97.50%), best:    9764/10000 (97.64%), error:       777.62842, best error:       712.79309 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 172.4748840332s, input_fired_time: 1.9387242794, output_fired_time: 1.6735097170, propagate_forward_time: 64.7752456665, propagate_backward_time: 100.4940414429, weight_update_time: 0.1543646604, other_time: 3.5933685303
epoch time: 13.5614194870s, input_fired_time: 0.2437010556, output_fired_time: 0.0000000000, propagate_forward_time: 12.7182483673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5994701385
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9764/10000 (97.64%), error:       796.17603, best error:       712.79309 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 170.0343017578s, input_fired_time: 1.9013447762, output_fired_time: 1.6307709217, propagate_forward_time: 63.7898788452, propagate_backward_time: 99.2193908691, weight_update_time: 0.1523730159, other_time: 3.4929122925
epoch time: 13.3868293762s, input_fired_time: 0.2399110347, output_fired_time: 0.0000000000, propagate_forward_time: 12.5249977112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6219205856
validation[          , genome  6887] predictions:    9776/  10000 (97.76%), best:    9764/10000 (97.64%), error:       728.78223, best error:       712.79309 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 171.1327209473s, input_fired_time: 1.9589565992, output_fired_time: 1.6466171741, propagate_forward_time: 64.1503753662, propagate_backward_time: 99.7844161987, weight_update_time: 0.1599077880, other_time: 3.5923538208
epoch time: 13.8168783188s, input_fired_time: 0.2502844334, output_fired_time: 0.0000000000, propagate_forward_time: 12.9308891296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6357049942
validation[          , genome  6887] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       725.16168, best error:       712.79309 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 171.3774566650s, input_fired_time: 1.9437453747, output_fired_time: 1.6734069586, propagate_forward_time: 64.2374267578, propagate_backward_time: 99.9577178955, weight_update_time: 0.1541392207, other_time: 3.5651702881
epoch time: 14.1674690247s, input_fired_time: 0.2583015263, output_fired_time: 0.0000000000, propagate_forward_time: 13.2273550034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6818122864
validation[          , genome  6887] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       844.88373, best error:       712.79309 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 169.8329010010s, input_fired_time: 1.9077526331, output_fired_time: 1.6323421001, propagate_forward_time: 63.8203926086, propagate_backward_time: 99.0253295898, weight_update_time: 0.1535011530, other_time: 3.4470977783
epoch time: 13.5999736786s, input_fired_time: 0.2421433479, output_fired_time: 0.0000000000, propagate_forward_time: 12.7441368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6136932373
validation[          , genome  6887] predictions:    9760/  10000 (97.60%), best:    9764/10000 (97.64%), error:       750.12061, best error:       712.79309 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 170.2208099365s, input_fired_time: 1.9377697706, output_fired_time: 1.6460645199, propagate_forward_time: 63.7440338135, propagate_backward_time: 99.3762359619, weight_update_time: 0.1542363167, other_time: 3.5167083740
epoch time: 13.5522155762s, input_fired_time: 0.2427430749, output_fired_time: 0.0000000000, propagate_forward_time: 12.7114448547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980272293
validation[          , genome  6887] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       730.79065, best error:       712.79309 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 171.0025024414s, input_fired_time: 1.9671852589, output_fired_time: 1.6730996370, propagate_forward_time: 64.2008666992, propagate_backward_time: 99.5559997559, weight_update_time: 0.1598314494, other_time: 3.6053619385
epoch time: 13.4441337585s, input_fired_time: 0.2426295578, output_fired_time: 0.0000000000, propagate_forward_time: 12.6055860519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5959177017
validation[          , genome  6887] predictions:    9751/  10000 (97.51%), best:    9764/10000 (97.64%), error:       791.91284, best error:       712.79309 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 172.5216827393s, input_fired_time: 1.9648000002, output_fired_time: 1.6696095467, propagate_forward_time: 64.7856903076, propagate_backward_time: 100.4866561890, weight_update_time: 0.1631037742, other_time: 3.6149215698
epoch time: 13.7171316147s, input_fired_time: 0.2493880093, output_fired_time: 0.0000000000, propagate_forward_time: 12.8317565918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6359872818
validation[          , genome  6887] predictions:    9663/  10000 (96.63%), best:    9764/10000 (97.64%), error:      1020.89551, best error:       712.79309 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 169.4495086670s, input_fired_time: 1.8923617601, output_fired_time: 1.6087100506, propagate_forward_time: 63.6106681824, propagate_backward_time: 98.8619537354, weight_update_time: 0.1525470316, other_time: 3.4758148193
epoch time: 13.4900445938s, input_fired_time: 0.2444911003, output_fired_time: 0.0000000000, propagate_forward_time: 12.6335020065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120519638
validation[          , genome  6887] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       735.82404, best error:       712.79309 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 169.6985168457s, input_fired_time: 1.8951518536, output_fired_time: 1.6707233191, propagate_forward_time: 63.6211357117, propagate_backward_time: 99.1146545410, weight_update_time: 0.1573925167, other_time: 3.3968353271
epoch time: 13.5466995239s, input_fired_time: 0.2513665557, output_fired_time: 0.0000000000, propagate_forward_time: 12.6973123550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980205536
validation[          , genome  6887] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       847.87640, best error:       712.79309 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 172.1138305664s, input_fired_time: 1.9606894255, output_fired_time: 1.6462848186, propagate_forward_time: 64.7282028198, propagate_backward_time: 100.1418228149, weight_update_time: 0.1613556147, other_time: 3.6368255615
epoch time: 13.5724868774s, input_fired_time: 0.2426614612, output_fired_time: 0.0000000000, propagate_forward_time: 12.7332544327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965709686
validation[          , genome  6887] predictions:    9772/  10000 (97.72%), best:    9764/10000 (97.64%), error:       713.81531, best error:       712.79309 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 171.1934051514s, input_fired_time: 1.9486622810, output_fired_time: 1.6567479372, propagate_forward_time: 64.2804565430, propagate_backward_time: 99.7610397339, weight_update_time: 0.1548294574, other_time: 3.5464859009
epoch time: 13.5425090790s, input_fired_time: 0.2451086640, output_fired_time: 0.0000000000, propagate_forward_time: 12.6986417770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5987586975
validation[          , genome  6887] predictions:    9738/  10000 (97.38%), best:    9764/10000 (97.64%), error:       825.97968, best error:       712.79309 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 169.7049407959s, input_fired_time: 1.8980953693, output_fired_time: 1.6339801550, propagate_forward_time: 63.6267738342, propagate_backward_time: 99.1068191528, weight_update_time: 0.1530557126, other_time: 3.4392623901
epoch time: 13.5181198120s, input_fired_time: 0.2449424416, output_fired_time: 0.0000000000, propagate_forward_time: 12.6754951477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5976819992
validation[          , genome  6887] predictions:    9766/  10000 (97.66%), best:    9764/10000 (97.64%), error:       740.42078, best error:       712.79309 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 169.7081451416s, input_fired_time: 1.9025400877, output_fired_time: 1.6359430552, propagate_forward_time: 63.7813491821, propagate_backward_time: 99.0291671753, weight_update_time: 0.1513631791, other_time: 3.3591461182
epoch time: 13.5938711166s, input_fired_time: 0.2441824377, output_fired_time: 0.0000000000, propagate_forward_time: 12.7402877808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6094007492
validation[          , genome  6887] predictions:    9758/  10000 (97.58%), best:    9764/10000 (97.64%), error:       745.88623, best error:       712.79309 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 169.4733276367s, input_fired_time: 1.9046906233, output_fired_time: 1.6391500235, propagate_forward_time: 63.6311836243, propagate_backward_time: 98.8790054321, weight_update_time: 0.1522840261, other_time: 3.4193038940
epoch time: 13.5337018967s, input_fired_time: 0.2414246649, output_fired_time: 0.0000000000, propagate_forward_time: 12.6850156784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6072616577
validation[          , genome  6887] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       704.57306, best error:       704.57306 on epoch:    99, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 169.4557342529s, input_fired_time: 1.8990510702, output_fired_time: 1.6408088207, propagate_forward_time: 63.6291160583, propagate_backward_time: 98.8976821899, weight_update_time: 0.1541149169, other_time: 3.3890762329
epoch time: 13.6937179565s, input_fired_time: 0.2496634275, output_fired_time: 0.0000000000, propagate_forward_time: 12.8344449997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6096096039
validation[          , genome  6887] predictions:    9745/  10000 (97.45%), best:    9781/10000 (97.81%), error:       787.99005, best error:       704.57306 on epoch:    99, 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: 68.0093383789s, input_fired_time: 1.2331796885, output_fired_time: 0.0000000000, propagate_forward_time: 63.6222076416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1539535522
best training[          , genome  6887] predictions:   49676/  50000 (99.35%), best:    9781/10000 (97.81%), error:      1385.32410, best error:       704.57306 on epoch:    99, 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: 13.9859695435s, input_fired_time: 0.2523795366, output_fired_time: 0.0000000000, propagate_forward_time: 13.1172666550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6163234711
   testing[          , genome  6887] predictions:    9789/  10000 (97.89%), best:    9781/10000 (97.81%), error:       679.70526, best error:       704.57306 on epoch:    99, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:45:47 (6684): called boinc_finish(0)

</stderr_txt>
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