Nameexact_genome_1512568488_42_7066_1
Workunit2606543
Created7 Dec 2017, 23:35:07 UTC
Sent7 Dec 2017, 23:40:26 UTC
Report deadline14 Dec 2017, 7:31:03 UTC
Received8 Dec 2017, 8:37:04 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 49 min 17 sec
CPU time1 hours 49 min 15 sec
Validate stateValid
Credit1,581.71
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.04 MB
Peak swap size154.73 MB
Peak disk usage1.47 MB

Stderr output

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

epoch time: 59.2601318359s, input_fired_time: 0.7943190932, output_fired_time: 0.4952158630, propagate_forward_time: 23.0765476227, propagate_backward_time: 33.1709442139, weight_update_time: 0.0861070827, other_time: 1.7231063843
epoch time: 4.9845404625s, input_fired_time: 0.0826818496, output_fired_time: 0.0000000000, propagate_forward_time: 4.6081833839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936754227
validation[          , genome  7066] predictions:    9730/  10000 (97.30%), best:    9724/10000 (97.24%), error:       889.22937, best error:       887.71741 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 60.7194709778s, input_fired_time: 0.8070580363, output_fired_time: 0.5048905015, propagate_forward_time: 23.6843566895, propagate_backward_time: 33.9627990723, weight_update_time: 0.0883007422, other_time: 1.7603683472
epoch time: 4.9804902077s, input_fired_time: 0.0818999559, output_fired_time: 0.0000000000, propagate_forward_time: 4.6086339951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899560928
validation[          , genome  7066] predictions:    9725/  10000 (97.25%), best:    9724/10000 (97.24%), error:       906.94720, best error:       887.71741 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 59.6645088196s, input_fired_time: 0.8004842997, output_fired_time: 0.4981842637, propagate_forward_time: 23.2287597656, propagate_backward_time: 33.4166908264, weight_update_time: 0.0870779455, other_time: 1.7203903198
epoch time: 5.0218887329s, input_fired_time: 0.0844815820, output_fired_time: 0.0000000000, propagate_forward_time: 4.6390500069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983570099
validation[          , genome  7066] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       899.95746, best error:       887.71741 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 59.1971664429s, input_fired_time: 0.7931190133, output_fired_time: 0.4938400388, propagate_forward_time: 23.0829124451, propagate_backward_time: 33.1274032593, weight_update_time: 0.0861968920, other_time: 1.6998939514
epoch time: 5.0546760559s, input_fired_time: 0.0855380073, output_fired_time: 0.0000000000, propagate_forward_time: 4.6693191528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998189926
validation[          , genome  7066] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       860.71918, best error:       860.71918 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 59.2683563232s, input_fired_time: 0.7955406904, output_fired_time: 0.4943581522, propagate_forward_time: 23.0624847412, propagate_backward_time: 33.1892166138, weight_update_time: 0.0865820497, other_time: 1.7267570496
epoch time: 4.9813857079s, input_fired_time: 0.0816108733, output_fired_time: 0.0000000000, propagate_forward_time: 4.6090183258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907567024
validation[          , genome  7066] predictions:    9730/  10000 (97.30%), best:    9729/10000 (97.29%), error:       929.96503, best error:       860.71918 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.2222023010s, input_fired_time: 0.7934685946, output_fired_time: 0.4961090386, propagate_forward_time: 23.0696258545, propagate_backward_time: 33.1554718018, weight_update_time: 0.0864765719, other_time: 1.7075271606
epoch time: 4.9810547829s, input_fired_time: 0.0825386643, output_fired_time: 0.0000000000, propagate_forward_time: 4.6071934700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913227081
validation[          , genome  7066] predictions:    9718/  10000 (97.18%), best:    9729/10000 (97.29%), error:       932.63196, best error:       860.71918 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.4562911987s, input_fired_time: 0.7990971208, output_fired_time: 0.4964614809, propagate_forward_time: 23.1425895691, propagate_backward_time: 33.2970771790, weight_update_time: 0.0872082040, other_time: 1.7210655212
epoch time: 4.9813518524s, input_fired_time: 0.0809718072, output_fired_time: 0.0000000000, propagate_forward_time: 4.6090860367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912940979
validation[          , genome  7066] predictions:    9692/  10000 (96.92%), best:    9729/10000 (97.29%), error:      1004.60675, best error:       860.71918 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 59.9259796143s, input_fired_time: 0.7996996641, output_fired_time: 0.5008180737, propagate_forward_time: 23.3270778656, propagate_backward_time: 33.5670051575, weight_update_time: 0.0876942873, other_time: 1.7313804626
epoch time: 4.9808740616s, input_fired_time: 0.0817539394, output_fired_time: 0.0000000000, propagate_forward_time: 4.6081466675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909736633
validation[          , genome  7066] predictions:    9703/  10000 (97.03%), best:    9729/10000 (97.29%), error:       953.00922, best error:       860.71918 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 59.7890319824s, input_fired_time: 0.8000333905, output_fired_time: 0.5005370975, propagate_forward_time: 23.2638645172, propagate_backward_time: 33.4652175903, weight_update_time: 0.0875175968, other_time: 1.7593765259
epoch time: 4.9896497726s, input_fired_time: 0.0852525756, output_fired_time: 0.0000000000, propagate_forward_time: 4.6114578247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929391861
validation[          , genome  7066] predictions:    9731/  10000 (97.31%), best:    9729/10000 (97.29%), error:       875.70660, best error:       860.71918 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 60.7812843323s, input_fired_time: 0.8074165583, output_fired_time: 0.5063057542, propagate_forward_time: 23.7147216797, propagate_backward_time: 34.0011329651, weight_update_time: 0.0882194489, other_time: 1.7517089844
epoch time: 5.0472373962s, input_fired_time: 0.0838989392, output_fired_time: 0.0000000000, propagate_forward_time: 4.6668348312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965035439
validation[          , genome  7066] predictions:    9711/  10000 (97.11%), best:    9729/10000 (97.29%), error:       930.34552, best error:       860.71918 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.9632606506s, input_fired_time: 0.7952924967, output_fired_time: 0.4986326694, propagate_forward_time: 23.3685493469, propagate_backward_time: 33.5742797852, weight_update_time: 0.0877248496, other_time: 1.7265052795
epoch time: 4.9795546532s, input_fired_time: 0.0818833485, output_fired_time: 0.0000000000, propagate_forward_time: 4.6075382233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901329994
validation[          , genome  7066] predictions:    9740/  10000 (97.40%), best:    9729/10000 (97.29%), error:       897.16901, best error:       860.71918 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 59.3121795654s, input_fired_time: 0.7979711890, output_fired_time: 0.4966617525, propagate_forward_time: 23.0929851532, propagate_backward_time: 33.2020568848, weight_update_time: 0.0868908390, other_time: 1.7225036621
epoch time: 4.9829735756s, input_fired_time: 0.0818863958, output_fired_time: 0.0000000000, propagate_forward_time: 4.6092510223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918362617
validation[          , genome  7066] predictions:    9721/  10000 (97.21%), best:    9729/10000 (97.29%), error:       885.05902, best error:       860.71918 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 59.1441001892s, input_fired_time: 0.7915867567, output_fired_time: 0.4945293665, propagate_forward_time: 23.0440845490, propagate_backward_time: 33.0866279602, weight_update_time: 0.0866123438, other_time: 1.7272682190
epoch time: 4.9876604080s, input_fired_time: 0.0823356211, output_fired_time: 0.0000000000, propagate_forward_time: 4.6102452278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950797081
validation[          , genome  7066] predictions:    9700/  10000 (97.00%), best:    9729/10000 (97.29%), error:      1019.17627, best error:       860.71918 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.2147293091s, input_fired_time: 0.7969894409, output_fired_time: 0.4963688552, propagate_forward_time: 23.0643844604, propagate_backward_time: 33.1363792419, weight_update_time: 0.0864214525, other_time: 1.7206077576
epoch time: 4.9912266731s, input_fired_time: 0.0827241465, output_fired_time: 0.0000000000, propagate_forward_time: 4.6159577370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925448418
validation[          , genome  7066] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       827.18652, best error:       827.18652 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 59.3281860352s, input_fired_time: 0.8033937216, output_fired_time: 0.4966653287, propagate_forward_time: 23.0902309418, propagate_backward_time: 33.1959457397, weight_update_time: 0.0869112611, other_time: 1.7419509888
epoch time: 4.9856915474s, input_fired_time: 0.0820554197, output_fired_time: 0.0000000000, propagate_forward_time: 4.6107325554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2929034233
validation[          , genome  7066] predictions:    9693/  10000 (96.93%), best:    9745/10000 (97.45%), error:       957.74231, best error:       827.18652 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 59.2309303284s, input_fired_time: 0.8018933535, output_fired_time: 0.4944325984, propagate_forward_time: 23.0614013672, propagate_backward_time: 33.1461448669, weight_update_time: 0.0868941471, other_time: 1.7270545959
epoch time: 4.9874343872s, input_fired_time: 0.0854200050, output_fired_time: 0.0000000000, propagate_forward_time: 4.6094031334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926111221
validation[          , genome  7066] predictions:    9675/  10000 (96.75%), best:    9745/10000 (97.45%), error:      1047.53882, best error:       827.18652 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 59.1368560791s, input_fired_time: 0.8014690280, output_fired_time: 0.4937227368, propagate_forward_time: 23.0328235626, propagate_backward_time: 33.1033058167, weight_update_time: 0.0862175822, other_time: 1.7055397034
epoch time: 4.9858760834s, input_fired_time: 0.0838377848, output_fired_time: 0.0000000000, propagate_forward_time: 4.6094341278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926039696
validation[          , genome  7066] predictions:    9736/  10000 (97.36%), best:    9745/10000 (97.45%), error:       841.13568, best error:       827.18652 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 59.1258277893s, input_fired_time: 0.8019292355, output_fired_time: 0.4935064018, propagate_forward_time: 23.0282707214, propagate_backward_time: 33.0947341919, weight_update_time: 0.0862456337, other_time: 1.7073860168
epoch time: 5.0409517288s, input_fired_time: 0.0837453902, output_fired_time: 0.0000000000, propagate_forward_time: 4.6591010094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981052399
validation[          , genome  7066] predictions:    9730/  10000 (97.30%), best:    9745/10000 (97.45%), error:       897.31580, best error:       827.18652 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 59.1125411987s, input_fired_time: 0.8007233739, output_fired_time: 0.4956936538, propagate_forward_time: 23.0273380280, propagate_backward_time: 33.0914955139, weight_update_time: 0.0860666856, other_time: 1.6972923279
epoch time: 4.9798388481s, input_fired_time: 0.0827120617, output_fired_time: 0.0000000000, propagate_forward_time: 4.6082439423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888827324
validation[          , genome  7066] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       852.98199, best error:       827.18652 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 59.2328758240s, input_fired_time: 0.8003177643, output_fired_time: 0.4955961108, propagate_forward_time: 23.0488319397, propagate_backward_time: 33.1714401245, weight_update_time: 0.0866569951, other_time: 1.7166862488
epoch time: 4.9846777916s, input_fired_time: 0.0826957524, output_fired_time: 0.0000000000, propagate_forward_time: 4.6102390289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917428017
validation[          , genome  7066] predictions:    9707/  10000 (97.07%), best:    9745/10000 (97.45%), error:       945.59650, best error:       827.18652 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 60.0001258850s, input_fired_time: 0.8099739552, output_fired_time: 0.5009125471, propagate_forward_time: 23.3700008392, propagate_backward_time: 33.5651931763, weight_update_time: 0.0871513560, other_time: 1.7540435791
epoch time: 4.9883317947s, input_fired_time: 0.0846597701, output_fired_time: 0.0000000000, propagate_forward_time: 4.6104598045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932124138
validation[          , genome  7066] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       826.46033, best error:       826.46033 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 61.1551132202s, input_fired_time: 0.8282154202, output_fired_time: 0.5130299330, propagate_forward_time: 23.8343582153, propagate_backward_time: 34.2164459229, weight_update_time: 0.0892714560, other_time: 1.7630615234
epoch time: 5.1485977173s, input_fired_time: 0.0863913223, output_fired_time: 0.0000000000, propagate_forward_time: 4.7624020576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998042107
validation[          , genome  7066] predictions:    9681/  10000 (96.81%), best:    9737/10000 (97.37%), error:      1001.94452, best error:       826.46033 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 59.5539321899s, input_fired_time: 0.8087399602, output_fired_time: 0.4979842901, propagate_forward_time: 23.1905784607, propagate_backward_time: 33.3111038208, weight_update_time: 0.0866122693, other_time: 1.7455253601
epoch time: 5.0229954720s, input_fired_time: 0.0861872956, output_fired_time: 0.0000000000, propagate_forward_time: 4.6387157440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2980923653
validation[          , genome  7066] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       797.38263, best error:       797.38263 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 59.2297554016s, input_fired_time: 0.8071725368, output_fired_time: 0.4961136281, propagate_forward_time: 23.0572547913, propagate_backward_time: 33.1350288391, weight_update_time: 0.0869120955, other_time: 1.7341880798
epoch time: 4.9893894196s, input_fired_time: 0.0840760842, output_fired_time: 0.0000000000, propagate_forward_time: 4.6128020287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925114632
validation[          , genome  7066] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       790.07269, best error:       790.07269 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 59.2014808655s, input_fired_time: 0.8105512857, output_fired_time: 0.4963320196, propagate_forward_time: 23.0514755249, propagate_backward_time: 33.1196098328, weight_update_time: 0.0868733004, other_time: 1.7235145569
epoch time: 4.9881515503s, input_fired_time: 0.0831906796, output_fired_time: 0.0000000000, propagate_forward_time: 4.6125421524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924184799
validation[          , genome  7066] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       851.47321, best error:       790.07269 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 59.2871208191s, input_fired_time: 0.8084053993, output_fired_time: 0.4965281487, propagate_forward_time: 23.0755672455, propagate_backward_time: 33.1761398315, weight_update_time: 0.0868793204, other_time: 1.7304763794
epoch time: 4.9913902283s, input_fired_time: 0.0845122561, output_fired_time: 0.0000000000, propagate_forward_time: 4.6134076118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934703827
validation[          , genome  7066] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:       953.59381, best error:       790.07269 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 59.4517898560s, input_fired_time: 0.8139704466, output_fired_time: 0.4987459183, propagate_forward_time: 23.1453056335, propagate_backward_time: 33.2420196533, weight_update_time: 0.0869615525, other_time: 1.7517509460
epoch time: 4.9895219803s, input_fired_time: 0.0832620785, output_fired_time: 0.0000000000, propagate_forward_time: 4.6131196022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931404114
validation[          , genome  7066] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       883.12671, best error:       790.07269 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 60.5307807922s, input_fired_time: 0.8155912161, output_fired_time: 0.5057705641, propagate_forward_time: 23.5812988281, propagate_backward_time: 33.8743400574, weight_update_time: 0.0872823298, other_time: 1.7537803650
epoch time: 4.9907674789s, input_fired_time: 0.0844062641, output_fired_time: 0.0000000000, propagate_forward_time: 4.6128187180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935423851
validation[          , genome  7066] predictions:    9698/  10000 (96.98%), best:    9758/10000 (97.58%), error:       978.46606, best error:       790.07269 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 60.4877319336s, input_fired_time: 0.8179789186, output_fired_time: 0.5046972036, propagate_forward_time: 23.6067790985, propagate_backward_time: 33.8100624084, weight_update_time: 0.0876767486, other_time: 1.7482185364
epoch time: 5.0910224915s, input_fired_time: 0.0866257697, output_fired_time: 0.0000000000, propagate_forward_time: 4.7000265121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043704033
validation[          , genome  7066] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       885.63947, best error:       790.07269 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 59.4372711182s, input_fired_time: 0.8103954792, output_fired_time: 0.4985879064, propagate_forward_time: 23.1265640259, propagate_backward_time: 33.2702369690, weight_update_time: 0.0868935212, other_time: 1.7314872742
epoch time: 5.0027661324s, input_fired_time: 0.0843586028, output_fired_time: 0.0000000000, propagate_forward_time: 4.6255221367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928853035
validation[          , genome  7066] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       842.85034, best error:       790.07269 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 59.9070549011s, input_fired_time: 0.8169127107, output_fired_time: 0.5009845495, propagate_forward_time: 23.3433933258, propagate_backward_time: 33.5051116943, weight_update_time: 0.0872723088, other_time: 1.7406539917
epoch time: 4.9907073975s, input_fired_time: 0.0857051313, output_fired_time: 0.0000000000, propagate_forward_time: 4.6110634804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939386368
validation[          , genome  7066] predictions:    9754/  10000 (97.54%), best:    9758/10000 (97.58%), error:       817.73474, best error:       790.07269 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 61.4593734741s, input_fired_time: 0.8312926292, output_fired_time: 0.5130436420, propagate_forward_time: 23.9806404114, propagate_backward_time: 34.3407096863, weight_update_time: 0.0887148753, other_time: 1.7936897278
epoch time: 4.9954056740s, input_fired_time: 0.0852689743, output_fired_time: 0.0000000000, propagate_forward_time: 4.6129746437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2971620560
validation[          , genome  7066] predictions:    9714/  10000 (97.14%), best:    9758/10000 (97.58%), error:       956.63812, best error:       790.07269 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 60.0847320557s, input_fired_time: 0.8161005378, output_fired_time: 0.5034807920, propagate_forward_time: 23.3777084351, propagate_backward_time: 33.6474838257, weight_update_time: 0.0876203775, other_time: 1.7399597168
epoch time: 4.9854741096s, input_fired_time: 0.0845053792, output_fired_time: 0.0000000000, propagate_forward_time: 4.6099491119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910194397
validation[          , genome  7066] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       839.30560, best error:       790.07269 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 60.2884216309s, input_fired_time: 0.8133094311, output_fired_time: 0.5036206841, propagate_forward_time: 23.5047416687, propagate_backward_time: 33.7180824280, weight_update_time: 0.0871980190, other_time: 1.7486686707
epoch time: 4.9914402962s, input_fired_time: 0.0845909938, output_fired_time: 0.0000000000, propagate_forward_time: 4.6135272980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933220863
validation[          , genome  7066] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       814.85150, best error:       790.07269 on epoch:    37, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 60.3739280701s, input_fired_time: 0.8090314865, output_fired_time: 0.5031357408, propagate_forward_time: 23.5399818420, propagate_backward_time: 33.7878494263, weight_update_time: 0.0871758908, other_time: 1.7339286804
epoch time: 4.9912142754s, input_fired_time: 0.0853191763, output_fired_time: 0.0000000000, propagate_forward_time: 4.6119112968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939839363
validation[          , genome  7066] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       977.41913, best error:       790.07269 on epoch:    37, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 59.1395912170s, input_fired_time: 0.7990759611, output_fired_time: 0.4937609434, propagate_forward_time: 23.0471477509, propagate_backward_time: 33.1011657715, weight_update_time: 0.0861892179, other_time: 1.6984405518
epoch time: 4.9816112518s, input_fired_time: 0.0826397017, output_fired_time: 0.0000000000, propagate_forward_time: 4.6094427109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895288467
validation[          , genome  7066] predictions:    9740/  10000 (97.40%), best:    9758/10000 (97.58%), error:       865.24695, best error:       790.07269 on epoch:    37, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.4275741577s, input_fired_time: 0.8016119599, output_fired_time: 0.4955170751, propagate_forward_time: 23.1676368713, propagate_backward_time: 33.2425994873, weight_update_time: 0.0865149572, other_time: 1.7202072144
epoch time: 4.9807419777s, input_fired_time: 0.0837217793, output_fired_time: 0.0000000000, propagate_forward_time: 4.6075835228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894368172
validation[          , genome  7066] predictions:    9710/  10000 (97.10%), best:    9758/10000 (97.58%), error:       939.82678, best error:       790.07269 on epoch:    37, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 59.0971260071s, input_fired_time: 0.8045189381, output_fired_time: 0.4934683442, propagate_forward_time: 23.0271320343, propagate_backward_time: 33.0644073486, weight_update_time: 0.0863464922, other_time: 1.7075958252
epoch time: 4.9821429253s, input_fired_time: 0.0839516744, output_fired_time: 0.0000000000, propagate_forward_time: 4.6087946892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893967628
validation[          , genome  7066] predictions:    9759/  10000 (97.59%), best:    9758/10000 (97.58%), error:       839.44574, best error:       790.07269 on epoch:    37, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 59.1596183777s, input_fired_time: 0.8064899445, output_fired_time: 0.4938051105, propagate_forward_time: 23.0414733887, propagate_backward_time: 33.1157035828, weight_update_time: 0.0859148130, other_time: 1.7021446228
epoch time: 4.9905724525s, input_fired_time: 0.0850856379, output_fired_time: 0.0000000000, propagate_forward_time: 4.6088709831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966156006
validation[          , genome  7066] predictions:    9694/  10000 (96.94%), best:    9758/10000 (97.58%), error:       968.59393, best error:       790.07269 on epoch:    37, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 59.1343841553s, input_fired_time: 0.8031624556, output_fired_time: 0.4937559366, propagate_forward_time: 23.0328712463, propagate_backward_time: 33.0924606323, weight_update_time: 0.0868471563, other_time: 1.7121353149
epoch time: 4.9862418175s, input_fired_time: 0.0839993358, output_fired_time: 0.0000000000, propagate_forward_time: 4.6100869179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921557426
validation[          , genome  7066] predictions:    9717/  10000 (97.17%), best:    9758/10000 (97.58%), error:       932.83710, best error:       790.07269 on epoch:    37, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 59.1861763000s, input_fired_time: 0.8103782535, output_fired_time: 0.5006015301, propagate_forward_time: 23.0455131531, propagate_backward_time: 33.1082687378, weight_update_time: 0.0870340541, other_time: 1.7214126587
epoch time: 4.9913721085s, input_fired_time: 0.0848405212, output_fired_time: 0.0000000000, propagate_forward_time: 4.6129050255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936267853
validation[          , genome  7066] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       872.07721, best error:       790.07269 on epoch:    37, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 59.2455902100s, input_fired_time: 0.8122085333, output_fired_time: 0.4946420789, propagate_forward_time: 23.0805358887, propagate_backward_time: 33.1339492798, weight_update_time: 0.0866358206, other_time: 1.7242546082
epoch time: 4.9916605949s, input_fired_time: 0.0869472399, output_fired_time: 0.0000000000, propagate_forward_time: 4.6118464470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928667068
validation[          , genome  7066] predictions:    9740/  10000 (97.40%), best:    9758/10000 (97.58%), error:       846.33862, best error:       790.07269 on epoch:    37, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 59.1733474731s, input_fired_time: 0.8106676340, output_fired_time: 0.4939796627, propagate_forward_time: 23.0466308594, propagate_backward_time: 33.1167297363, weight_update_time: 0.0866268128, other_time: 1.7053375244
epoch time: 4.9849019051s, input_fired_time: 0.0839379132, output_fired_time: 0.0000000000, propagate_forward_time: 4.6111831665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897806168
validation[          , genome  7066] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       872.97345, best error:       790.07269 on epoch:    37, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 59.4992980957s, input_fired_time: 0.8143424392, output_fired_time: 0.4958810210, propagate_forward_time: 23.1763267517, propagate_backward_time: 33.2801742554, weight_update_time: 0.0872671604, other_time: 1.7325744629
epoch time: 4.9874944687s, input_fired_time: 0.0850413963, output_fired_time: 0.0000000000, propagate_forward_time: 4.6101737022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922792435
validation[          , genome  7066] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       877.82458, best error:       790.07269 on epoch:    37, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 59.1722640991s, input_fired_time: 0.8090474606, output_fired_time: 0.4947392941, propagate_forward_time: 23.0428447723, propagate_backward_time: 33.1133613586, weight_update_time: 0.0875265747, other_time: 1.7122688293
epoch time: 4.9881649017s, input_fired_time: 0.0852316543, output_fired_time: 0.0000000000, propagate_forward_time: 4.6115288734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2914042473
validation[          , genome  7066] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       882.47577, best error:       790.07269 on epoch:    37, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.2375755310s, input_fired_time: 0.8100792766, output_fired_time: 0.4956312478, propagate_forward_time: 23.0507297516, propagate_backward_time: 33.1622505188, weight_update_time: 0.0877789482, other_time: 1.7188835144
epoch time: 4.9872612953s, input_fired_time: 0.0854548886, output_fired_time: 0.0000000000, propagate_forward_time: 4.6095752716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922310829
validation[          , genome  7066] predictions:    9682/  10000 (96.82%), best:    9758/10000 (97.58%), error:      1043.95703, best error:       790.07269 on epoch:    37, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 59.6957893372s, input_fired_time: 0.8130824566, output_fired_time: 0.4998463988, propagate_forward_time: 23.2837123871, propagate_backward_time: 33.3692169189, weight_update_time: 0.0875204653, other_time: 1.7299270630
epoch time: 4.9913015366s, input_fired_time: 0.0859125331, output_fired_time: 0.0000000000, propagate_forward_time: 4.6132998466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920889854
validation[          , genome  7066] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       974.57098, best error:       790.07269 on epoch:    37, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 59.3233489990s, input_fired_time: 0.8082861304, output_fired_time: 0.4952552021, propagate_forward_time: 23.1008377075, propagate_backward_time: 33.1926307678, weight_update_time: 0.0875559971, other_time: 1.7263412476
epoch time: 4.9870572090s, input_fired_time: 0.0848669708, output_fired_time: 0.0000000000, propagate_forward_time: 4.6113181114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2908720970
validation[          , genome  7066] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       873.02972, best error:       790.07269 on epoch:    37, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 59.2001495361s, input_fired_time: 0.8100810051, output_fired_time: 0.4946156740, propagate_forward_time: 23.0592498779, propagate_backward_time: 33.1223907471, weight_update_time: 0.0866074711, other_time: 1.7138099670
epoch time: 5.2206811905s, input_fired_time: 0.0902289301, output_fired_time: 0.0000000000, propagate_forward_time: 4.8213276863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091244698
validation[          , genome  7066] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       832.62762, best error:       790.07269 on epoch:    37, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 59.1499443054s, input_fired_time: 0.8104091287, output_fired_time: 0.4939410388, propagate_forward_time: 23.0381908417, propagate_backward_time: 33.0981407166, weight_update_time: 0.0861473456, other_time: 1.7092628479
epoch time: 4.9912157059s, input_fired_time: 0.0866139680, output_fired_time: 0.0000000000, propagate_forward_time: 4.6119813919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926201820
validation[          , genome  7066] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       950.87762, best error:       790.07269 on epoch:    37, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.4426956177s, input_fired_time: 0.8179442883, output_fired_time: 0.4970139265, propagate_forward_time: 23.1432895660, propagate_backward_time: 33.2558135986, weight_update_time: 0.0867050365, other_time: 1.7286376953
epoch time: 4.9898238182s, input_fired_time: 0.0862883627, output_fired_time: 0.0000000000, propagate_forward_time: 4.6103973389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931380272
validation[          , genome  7066] predictions:    9648/  10000 (96.48%), best:    9758/10000 (97.58%), error:      1150.34021, best error:       790.07269 on epoch:    37, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 59.5060005188s, input_fired_time: 0.8174629211, output_fired_time: 0.4975045323, propagate_forward_time: 23.1756916046, propagate_backward_time: 33.2874069214, weight_update_time: 0.0869333819, other_time: 1.7279357910
epoch time: 5.2990036011s, input_fired_time: 0.0898359492, output_fired_time: 0.0000000000, propagate_forward_time: 4.9039711952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051962852
validation[          , genome  7066] predictions:    9734/  10000 (97.34%), best:    9758/10000 (97.58%), error:       847.73755, best error:       790.07269 on epoch:    37, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 59.2635421753s, input_fired_time: 0.8154547811, output_fired_time: 0.4966500998, propagate_forward_time: 23.0609912872, propagate_backward_time: 33.1602516174, weight_update_time: 0.0874824524, other_time: 1.7301902771
epoch time: 4.9921541214s, input_fired_time: 0.0852710605, output_fired_time: 0.0000000000, propagate_forward_time: 4.6142983437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2925848961
validation[          , genome  7066] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       891.47742, best error:       790.07269 on epoch:    37, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 59.6642761230s, input_fired_time: 0.8200367093, output_fired_time: 0.4992205203, propagate_forward_time: 23.2453956604, propagate_backward_time: 33.3553161621, weight_update_time: 0.0872642770, other_time: 1.7443046570
epoch time: 4.9949741364s, input_fired_time: 0.0877706259, output_fired_time: 0.0000000000, propagate_forward_time: 4.6132407188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939629555
validation[          , genome  7066] predictions:    9745/  10000 (97.45%), best:    9758/10000 (97.58%), error:       833.41321, best error:       790.07269 on epoch:    37, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 59.2006072998s, input_fired_time: 0.8202442527, output_fired_time: 0.4959996641, propagate_forward_time: 23.0509738922, propagate_backward_time: 33.1176223755, weight_update_time: 0.0868164077, other_time: 1.7157669067
epoch time: 5.1703882217s, input_fired_time: 0.0914006755, output_fired_time: 0.0000000000, propagate_forward_time: 4.7767858505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022017479
validation[          , genome  7066] predictions:    9751/  10000 (97.51%), best:    9758/10000 (97.58%), error:       871.33435, best error:       790.07269 on epoch:    37, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 59.2705039978s, input_fired_time: 0.8201372623, output_fired_time: 0.4968816340, propagate_forward_time: 23.0724678040, propagate_backward_time: 33.1712493896, weight_update_time: 0.0866813064, other_time: 1.7097663879
epoch time: 5.0430378914s, input_fired_time: 0.0892462358, output_fired_time: 0.0000000000, propagate_forward_time: 4.6572437286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2965478897
validation[          , genome  7066] predictions:    9713/  10000 (97.13%), best:    9758/10000 (97.58%), error:       951.07306, best error:       790.07269 on epoch:    37, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 59.2823829651s, input_fired_time: 0.8195143342, output_fired_time: 0.4995351136, propagate_forward_time: 23.0816879272, propagate_backward_time: 33.1696014404, weight_update_time: 0.0868819952, other_time: 1.7120437622
epoch time: 4.9900364876s, input_fired_time: 0.0870835632, output_fired_time: 0.0000000000, propagate_forward_time: 4.6118154526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911376953
validation[          , genome  7066] predictions:    9696/  10000 (96.96%), best:    9758/10000 (97.58%), error:       994.55341, best error:       790.07269 on epoch:    37, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 59.4898300171s, input_fired_time: 0.8195768595, output_fired_time: 0.5010929108, propagate_forward_time: 23.1186847687, propagate_backward_time: 33.3305816650, weight_update_time: 0.0869433954, other_time: 1.7198944092
epoch time: 4.9911146164s, input_fired_time: 0.0864531323, output_fired_time: 0.0000000000, propagate_forward_time: 4.6130814552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915802002
validation[          , genome  7066] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       919.27167, best error:       790.07269 on epoch:    37, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 59.2646369934s, input_fired_time: 0.8232192397, output_fired_time: 0.4983115792, propagate_forward_time: 23.0622100830, propagate_backward_time: 33.1599922180, weight_update_time: 0.0870489255, other_time: 1.7209053040
epoch time: 4.9989585876s, input_fired_time: 0.0860560760, output_fired_time: 0.0000000000, propagate_forward_time: 4.6152720451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976303101
validation[          , genome  7066] predictions:    9743/  10000 (97.43%), best:    9758/10000 (97.58%), error:       863.35699, best error:       790.07269 on epoch:    37, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 59.3029594421s, input_fired_time: 0.8204131126, output_fired_time: 0.4979140759, propagate_forward_time: 23.0750808716, propagate_backward_time: 33.1804466248, weight_update_time: 0.0871828422, other_time: 1.7291069031
epoch time: 4.9907584190s, input_fired_time: 0.0859273523, output_fired_time: 0.0000000000, propagate_forward_time: 4.6128177643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920131683
validation[          , genome  7066] predictions:    9595/  10000 (95.95%), best:    9758/10000 (97.58%), error:      1323.10608, best error:       790.07269 on epoch:    37, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 59.1953468323s, input_fired_time: 0.8167939186, output_fired_time: 0.4963885546, propagate_forward_time: 23.0553836823, propagate_backward_time: 33.1043510437, weight_update_time: 0.0871688426, other_time: 1.7224311829
epoch time: 4.9929695129s, input_fired_time: 0.0868873447, output_fired_time: 0.0000000000, propagate_forward_time: 4.6139011383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921810150
validation[          , genome  7066] predictions:    9765/  10000 (97.65%), best:    9758/10000 (97.58%), error:       797.27478, best error:       790.07269 on epoch:    37, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.7106170654s, input_fired_time: 0.8292484879, output_fired_time: 0.5009313822, propagate_forward_time: 23.2463817596, propagate_backward_time: 33.3855934143, weight_update_time: 0.0874073431, other_time: 1.7484626770
epoch time: 5.0139760971s, input_fired_time: 0.0895753875, output_fired_time: 0.0000000000, propagate_forward_time: 4.6254839897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989168167
validation[          , genome  7066] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       918.27533, best error:       790.07269 on epoch:    37, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 59.3733749390s, input_fired_time: 0.8209055662, output_fired_time: 0.4972541630, propagate_forward_time: 23.1238842010, propagate_backward_time: 33.2132110596, weight_update_time: 0.0867385641, other_time: 1.7181243896
epoch time: 4.9957213402s, input_fired_time: 0.0871119276, output_fired_time: 0.0000000000, propagate_forward_time: 4.6180806160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905287743
validation[          , genome  7066] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       885.37091, best error:       790.07269 on epoch:    37, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 59.5483322144s, input_fired_time: 0.8204064965, output_fired_time: 0.4980705678, propagate_forward_time: 23.2034320831, propagate_backward_time: 33.3113441467, weight_update_time: 0.0862625539, other_time: 1.7150764465
epoch time: 5.0044584274s, input_fired_time: 0.0870761797, output_fired_time: 0.0000000000, propagate_forward_time: 4.6257967949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2915854454
validation[          , genome  7066] predictions:    9702/  10000 (97.02%), best:    9758/10000 (97.58%), error:       952.04144, best error:       790.07269 on epoch:    37, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 59.8072013855s, input_fired_time: 0.8248713613, output_fired_time: 0.4986310601, propagate_forward_time: 23.3027572632, propagate_backward_time: 33.4758644104, weight_update_time: 0.0866620764, other_time: 1.7050781250
epoch time: 4.9839363098s, input_fired_time: 0.0867721662, output_fired_time: 0.0000000000, propagate_forward_time: 4.6095194817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876448631
validation[          , genome  7066] predictions:    9737/  10000 (97.37%), best:    9758/10000 (97.58%), error:       868.13483, best error:       790.07269 on epoch:    37, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 59.1678771973s, input_fired_time: 0.8180336356, output_fired_time: 0.4949124753, propagate_forward_time: 23.0439434052, propagate_backward_time: 33.1265983582, weight_update_time: 0.0860768557, other_time: 1.6843910217
epoch time: 4.9810628891s, input_fired_time: 0.0859332234, output_fired_time: 0.0000000000, propagate_forward_time: 4.6081051826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870244980
validation[          , genome  7066] predictions:    9733/  10000 (97.33%), best:    9758/10000 (97.58%), error:       860.00049, best error:       790.07269 on epoch:    37, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.1809959412s, input_fired_time: 0.8214828968, output_fired_time: 0.4938303828, propagate_forward_time: 23.0566654205, propagate_backward_time: 33.1168136597, weight_update_time: 0.0863819420, other_time: 1.6921997070
epoch time: 4.9838166237s, input_fired_time: 0.0867198929, output_fired_time: 0.0000000000, propagate_forward_time: 4.6089229584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881736755
validation[          , genome  7066] predictions:    9754/  10000 (97.54%), best:    9758/10000 (97.58%), error:       826.49652, best error:       790.07269 on epoch:    37, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 59.3699302673s, input_fired_time: 0.8247037530, output_fired_time: 0.4961274564, propagate_forward_time: 23.1199417114, propagate_backward_time: 33.2222671509, weight_update_time: 0.0854041502, other_time: 1.7068901062
epoch time: 4.9904737473s, input_fired_time: 0.0876898170, output_fired_time: 0.0000000000, propagate_forward_time: 4.6117706299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910132408
validation[          , genome  7066] predictions:    9718/  10000 (97.18%), best:    9758/10000 (97.58%), error:       936.66522, best error:       790.07269 on epoch:    37, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 60.4991722107s, input_fired_time: 0.8296740055, output_fired_time: 0.5045400262, propagate_forward_time: 23.5923538208, propagate_backward_time: 33.8310279846, weight_update_time: 0.0880823657, other_time: 1.7415771484
epoch time: 5.0022435188s, input_fired_time: 0.0898851827, output_fired_time: 0.0000000000, propagate_forward_time: 4.6160521507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2963061333
validation[          , genome  7066] predictions:    9753/  10000 (97.53%), best:    9758/10000 (97.58%), error:       839.85840, best error:       790.07269 on epoch:    37, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 59.2934379578s, input_fired_time: 0.8223828077, output_fired_time: 0.4993825555, propagate_forward_time: 23.0837650299, propagate_backward_time: 33.1748886108, weight_update_time: 0.0867850333, other_time: 1.7130203247
epoch time: 4.9889421463s, input_fired_time: 0.0870885402, output_fired_time: 0.0000000000, propagate_forward_time: 4.6091070175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927465439
validation[          , genome  7066] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       927.45172, best error:       790.07269 on epoch:    37, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 59.2031021118s, input_fired_time: 0.8202986121, output_fired_time: 0.4958475828, propagate_forward_time: 23.0397186279, propagate_backward_time: 33.1288414001, weight_update_time: 0.0866363645, other_time: 1.7183990479
epoch time: 4.9882493019s, input_fired_time: 0.0868113264, output_fired_time: 0.0000000000, propagate_forward_time: 4.6101989746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912387848
validation[          , genome  7066] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       906.98859, best error:       790.07269 on epoch:    37, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 59.5367851257s, input_fired_time: 0.8219397664, output_fired_time: 0.5005384684, propagate_forward_time: 23.1331291199, propagate_backward_time: 33.3520126343, weight_update_time: 0.0865294039, other_time: 1.7291641235
epoch time: 4.9962892532s, input_fired_time: 0.0885883868, output_fired_time: 0.0000000000, propagate_forward_time: 4.6138548851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938461304
validation[          , genome  7066] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       866.17084, best error:       790.07269 on epoch:    37, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 59.3366508484s, input_fired_time: 0.8244506121, output_fired_time: 0.4974534214, propagate_forward_time: 23.0920200348, propagate_backward_time: 33.1938095093, weight_update_time: 0.0867649466, other_time: 1.7289199829
epoch time: 4.9914913177s, input_fired_time: 0.0861849859, output_fired_time: 0.0000000000, propagate_forward_time: 4.6140036583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913026810
validation[          , genome  7066] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       872.50281, best error:       790.07269 on epoch:    37, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.4375152588s, input_fired_time: 0.8230443597, output_fired_time: 0.4974129498, propagate_forward_time: 23.1473388672, propagate_backward_time: 33.2593269348, weight_update_time: 0.0869093612, other_time: 1.7103919983
epoch time: 4.9888062477s, input_fired_time: 0.0868849084, output_fired_time: 0.0000000000, propagate_forward_time: 4.6117458344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901754379
validation[          , genome  7066] predictions:    9705/  10000 (97.05%), best:    9758/10000 (97.58%), error:       973.52728, best error:       790.07269 on epoch:    37, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 60.6730041504s, input_fired_time: 0.8327426314, output_fired_time: 0.5056187510, propagate_forward_time: 23.6838493347, propagate_backward_time: 33.8970069885, weight_update_time: 0.0877274200, other_time: 1.7537879944
epoch time: 4.9997425079s, input_fired_time: 0.0896054655, output_fired_time: 0.0000000000, propagate_forward_time: 4.6140546799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960824966
validation[          , genome  7066] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:       943.28790, best error:       790.07269 on epoch:    37, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 59.9924163818s, input_fired_time: 0.8289561868, output_fired_time: 0.5015713573, propagate_forward_time: 23.3586940765, propagate_backward_time: 33.5750274658, weight_update_time: 0.0880131349, other_time: 1.7281646729
epoch time: 4.9906868935s, input_fired_time: 0.0882381126, output_fired_time: 0.0000000000, propagate_forward_time: 4.6123576164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900910378
validation[          , genome  7066] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       920.21649, best error:       790.07269 on epoch:    37, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 59.3313140869s, input_fired_time: 0.8261908889, output_fired_time: 0.4970567226, propagate_forward_time: 23.0949077606, propagate_backward_time: 33.1924705505, weight_update_time: 0.0871031359, other_time: 1.7206916809
epoch time: 4.9889388084s, input_fired_time: 0.0882666707, output_fired_time: 0.0000000000, propagate_forward_time: 4.6115875244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890844345
validation[          , genome  7066] predictions:    9682/  10000 (96.82%), best:    9758/10000 (97.58%), error:      1082.31836, best error:       790.07269 on epoch:    37, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 59.2257575989s, input_fired_time: 0.8216838241, output_fired_time: 0.4946185350, propagate_forward_time: 23.0581016541, propagate_backward_time: 33.1504631042, weight_update_time: 0.0870087147, other_time: 1.7008934021
epoch time: 4.9867749214s, input_fired_time: 0.0880279019, output_fired_time: 0.0000000000, propagate_forward_time: 4.6100754738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886714935
validation[          , genome  7066] predictions:    9702/  10000 (97.02%), best:    9758/10000 (97.58%), error:       918.51941, best error:       790.07269 on epoch:    37, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 59.2467727661s, input_fired_time: 0.8239389062, output_fired_time: 0.4956406057, propagate_forward_time: 23.0657711029, propagate_backward_time: 33.1628265381, weight_update_time: 0.0868043303, other_time: 1.6985931396
epoch time: 4.9882225990s, input_fired_time: 0.0885581076, output_fired_time: 0.0000000000, propagate_forward_time: 4.6108837128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887806892
validation[          , genome  7066] predictions:    9735/  10000 (97.35%), best:    9758/10000 (97.58%), error:       872.92743, best error:       790.07269 on epoch:    37, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 59.1677093506s, input_fired_time: 0.8227692246, output_fired_time: 0.4941992164, propagate_forward_time: 23.0431137085, propagate_backward_time: 33.1104507446, weight_update_time: 0.0867365524, other_time: 1.6971778870
epoch time: 5.2418670654s, input_fired_time: 0.0914462581, output_fired_time: 0.0000000000, propagate_forward_time: 4.8465590477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3038616180
validation[          , genome  7066] predictions:    9736/  10000 (97.36%), best:    9758/10000 (97.58%), error:       930.28119, best error:       790.07269 on epoch:    37, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 59.2210464478s, input_fired_time: 0.8264719844, output_fired_time: 0.4960106611, propagate_forward_time: 23.0595340729, propagate_backward_time: 33.1303863525, weight_update_time: 0.0867250934, other_time: 1.7086410522
epoch time: 5.0031399727s, input_fired_time: 0.0893001407, output_fired_time: 0.0000000000, propagate_forward_time: 4.6169185638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969212532
validation[          , genome  7066] predictions:    9724/  10000 (97.24%), best:    9758/10000 (97.58%), error:       944.98260, best error:       790.07269 on epoch:    37, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 59.2604713440s, input_fired_time: 0.8292502761, output_fired_time: 0.4984650612, propagate_forward_time: 23.0601558685, propagate_backward_time: 33.1610984802, weight_update_time: 0.0866724700, other_time: 1.7114982605
epoch time: 5.0208306313s, input_fired_time: 0.0916213542, output_fired_time: 0.0000000000, propagate_forward_time: 4.6302976608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989115715
validation[          , genome  7066] predictions:    9679/  10000 (96.79%), best:    9758/10000 (97.58%), error:      1030.88074, best error:       790.07269 on epoch:    37, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 59.3535995483s, input_fired_time: 0.8330830932, output_fired_time: 0.4973715842, propagate_forward_time: 23.0972595215, propagate_backward_time: 33.1993141174, weight_update_time: 0.0865961313, other_time: 1.7265701294
epoch time: 4.9965534210s, input_fired_time: 0.0906151608, output_fired_time: 0.0000000000, propagate_forward_time: 4.6139178276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2920203209
validation[          , genome  7066] predictions:    9726/  10000 (97.26%), best:    9758/10000 (97.58%), error:       929.80756, best error:       790.07269 on epoch:    37, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 59.6469612122s, input_fired_time: 0.8361135721, output_fired_time: 0.4996423721, propagate_forward_time: 23.2061653137, propagate_backward_time: 33.3760643005, weight_update_time: 0.0871284530, other_time: 1.7289772034
epoch time: 5.2113556862s, input_fired_time: 0.0915462822, output_fired_time: 0.0000000000, propagate_forward_time: 4.8191967010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006129265
validation[          , genome  7066] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       834.12854, best error:       790.07269 on epoch:    37, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 59.3259582520s, input_fired_time: 0.8336371183, output_fired_time: 0.4977120757, propagate_forward_time: 23.0879383087, propagate_backward_time: 33.1884918213, weight_update_time: 0.0872207657, other_time: 1.7181777954
epoch time: 4.9987382889s, input_fired_time: 0.0892652646, output_fired_time: 0.0000000000, propagate_forward_time: 4.6159172058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935557365
validation[          , genome  7066] predictions:    9716/  10000 (97.16%), best:    9758/10000 (97.58%), error:       967.91211, best error:       790.07269 on epoch:    37, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 59.3031654358s, input_fired_time: 0.8336356878, output_fired_time: 0.4977489710, propagate_forward_time: 23.0954036713, propagate_backward_time: 33.1427993774, weight_update_time: 0.0872099474, other_time: 1.7335739136
epoch time: 4.9989752769s, input_fired_time: 0.0896812975, output_fired_time: 0.0000000000, propagate_forward_time: 4.6157898903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935042381
validation[          , genome  7066] predictions:    9691/  10000 (96.91%), best:    9758/10000 (97.58%), error:       987.21246, best error:       790.07269 on epoch:    37, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 59.3213310242s, input_fired_time: 0.8314577341, output_fired_time: 0.4985854030, propagate_forward_time: 23.0933456421, propagate_backward_time: 33.1820182800, weight_update_time: 0.0867245421, other_time: 1.7159233093
epoch time: 4.9968261719s, input_fired_time: 0.0885829702, output_fired_time: 0.0000000000, propagate_forward_time: 4.6158418655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924013138
validation[          , genome  7066] predictions:    9725/  10000 (97.25%), best:    9758/10000 (97.58%), error:       876.80786, best error:       790.07269 on epoch:    37, 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: 25.1274070740s, input_fired_time: 0.4325523078, output_fired_time: 0.0000000000, propagate_forward_time: 23.1739044189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5209503174
best training[          , genome  7066] predictions:   49429/  50000 (98.86%), best:    9758/10000 (97.58%), error:      1999.51880, best error:       790.07269 on epoch:    37, 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: 5.0025415421s, input_fired_time: 0.0838052556, output_fired_time: 0.0000000000, propagate_forward_time: 4.6169290543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018074036
   testing[          , genome  7066] predictions:    9789/  10000 (97.89%), best:    9758/10000 (97.58%), error:       718.85413, best error:       790.07269 on epoch:    37, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:36:49 (5356): called boinc_finish(0)

</stderr_txt>
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