Nameexact_genome_1512568488_45_7105_1
Workunit2606792
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:58:00 UTC
Report deadline14 Dec 2017, 9:03:49 UTC
Received8 Dec 2017, 13:17:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time2 hours 27 min 21 sec
CPU time2 hours 27 min 18 sec
Validate stateValid
Credit1,594.76
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.02 MB
Peak swap size151.78 MB
Peak disk usage1.17 MB

Stderr output

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

epoch time: 83.4795913696s, input_fired_time: 0.8114628792, output_fired_time: 0.5427277088, propagate_forward_time: 33.1696357727, propagate_backward_time: 46.9193038940, weight_update_time: 0.1044827923, other_time: 2.0364646912
epoch time: 6.2365741730s, input_fired_time: 0.0821441486, output_fired_time: 0.0000000000, propagate_forward_time: 5.8266115189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278183937
validation[          , genome  7105] predictions:    9693/  10000 (96.93%), best:    9698/10000 (96.98%), error:      1049.59546, best error:      1005.85162 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 86.7879486084s, input_fired_time: 0.8236804008, output_fired_time: 0.5690158606, propagate_forward_time: 34.0630836487, propagate_backward_time: 49.2478141785, weight_update_time: 0.1066520736, other_time: 2.0843582153
epoch time: 6.3174114227s, input_fired_time: 0.0837231800, output_fired_time: 0.0000000000, propagate_forward_time: 5.9067988396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268895149
validation[          , genome  7105] predictions:    9690/  10000 (96.90%), best:    9698/10000 (96.98%), error:      1014.36469, best error:      1005.85162 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 88.5716476440s, input_fired_time: 0.8451683521, output_fired_time: 0.5784366727, propagate_forward_time: 35.0155944824, propagate_backward_time: 49.9712295532, weight_update_time: 0.1101453155, other_time: 2.1612167358
epoch time: 6.1951074600s, input_fired_time: 0.0828430280, output_fired_time: 0.0000000000, propagate_forward_time: 5.7879257202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243389130
validation[          , genome  7105] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       975.00360, best error:       975.00360 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 74.0596237183s, input_fired_time: 0.7583390474, output_fired_time: 0.4982949793, propagate_forward_time: 29.0706634521, propagate_backward_time: 41.8759727478, weight_update_time: 0.0926367417, other_time: 1.8563499451
epoch time: 7.2623348236s, input_fired_time: 0.0916749611, output_fired_time: 0.0000000000, propagate_forward_time: 6.8051080704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3655519485
validation[          , genome  7105] predictions:    9708/  10000 (97.08%), best:    9693/10000 (96.93%), error:      1026.50195, best error:       975.00360 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 82.1534271240s, input_fired_time: 0.8087201715, output_fired_time: 0.5415260196, propagate_forward_time: 32.9106674194, propagate_backward_time: 45.8902969360, weight_update_time: 0.1017119661, other_time: 2.0022125244
epoch time: 6.1773304939s, input_fired_time: 0.0808830112, output_fired_time: 0.0000000000, propagate_forward_time: 5.7783184052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3181290627
validation[          , genome  7105] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1100.61328, best error:       975.00360 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.7368774414s, input_fired_time: 0.7997063398, output_fired_time: 0.5334548354, propagate_forward_time: 32.1579551697, propagate_backward_time: 45.2551956177, weight_update_time: 0.1000380591, other_time: 1.9905662537
epoch time: 6.9006075859s, input_fired_time: 0.0878841504, output_fired_time: 0.0000000000, propagate_forward_time: 6.4630951881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496284485
validation[          , genome  7105] predictions:    9647/  10000 (96.47%), best:    9693/10000 (96.93%), error:      1167.89575, best error:       975.00360 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 76.0936965942s, input_fired_time: 0.7722837925, output_fired_time: 0.5086228848, propagate_forward_time: 30.1210823059, propagate_backward_time: 42.8248252869, weight_update_time: 0.0943325907, other_time: 1.8668823242
epoch time: 6.0760416985s, input_fired_time: 0.0801238492, output_fired_time: 0.0000000000, propagate_forward_time: 5.6833839417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125338554
validation[          , genome  7105] predictions:    9684/  10000 (96.84%), best:    9693/10000 (96.93%), error:      1022.12750, best error:       975.00360 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.8963546753s, input_fired_time: 0.7764986753, output_fired_time: 0.5168947577, propagate_forward_time: 30.5997180939, propagate_backward_time: 45.0723304749, weight_update_time: 0.0987093970, other_time: 1.9309196472
epoch time: 8.8002910614s, input_fired_time: 0.1065118760, output_fired_time: 0.0000000000, propagate_forward_time: 8.2704801559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232988358
validation[          , genome  7105] predictions:    9688/  10000 (96.88%), best:    9688/10000 (96.88%), error:       968.34393, best error:       968.34393 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 76.9998855591s, input_fired_time: 0.7751028538, output_fired_time: 0.5205572844, propagate_forward_time: 30.5970649719, propagate_backward_time: 43.2617263794, weight_update_time: 0.0946385860, other_time: 1.8454399109
epoch time: 7.7785019875s, input_fired_time: 0.0970623344, output_fired_time: 0.0000000000, propagate_forward_time: 7.3002257347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3812141418
validation[          , genome  7105] predictions:    9707/  10000 (97.07%), best:    9688/10000 (96.88%), error:       993.97400, best error:       968.34393 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 80.2080535889s, input_fired_time: 0.7928277850, output_fired_time: 0.5328376293, propagate_forward_time: 31.6215457916, propagate_backward_time: 45.3217353821, weight_update_time: 0.0995283574, other_time: 1.9391059875
epoch time: 6.0770273209s, input_fired_time: 0.0819455385, output_fired_time: 0.0000000000, propagate_forward_time: 5.6751303673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199515343
validation[          , genome  7105] predictions:    9702/  10000 (97.02%), best:    9688/10000 (96.88%), error:       994.26233, best error:       968.34393 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.6153030396s, input_fired_time: 0.7918373346, output_fired_time: 0.5275430083, propagate_forward_time: 31.7108345032, propagate_backward_time: 45.6184692383, weight_update_time: 0.1010848135, other_time: 1.9666175842
epoch time: 7.1552014351s, input_fired_time: 0.0934149995, output_fired_time: 0.0000000000, propagate_forward_time: 6.7019071579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598794937
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       916.05536, best error:       916.05536 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 77.5471420288s, input_fired_time: 0.7734220028, output_fired_time: 0.5217867494, propagate_forward_time: 30.1820430756, propagate_backward_time: 44.1856765747, weight_update_time: 0.0959146470, other_time: 1.8842086792
epoch time: 8.9770174026s, input_fired_time: 0.1083290800, output_fired_time: 0.0000000000, propagate_forward_time: 8.4399700165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4287185669
validation[          , genome  7105] predictions:    9750/  10000 (97.50%), best:    9750/10000 (97.50%), error:       892.87866, best error:       892.87866 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 89.4158248901s, input_fired_time: 0.8540049195, output_fired_time: 0.5810486674, propagate_forward_time: 35.4981155396, propagate_backward_time: 50.3593063354, weight_update_time: 0.1104256734, other_time: 2.1233520508
epoch time: 6.1945815086s, input_fired_time: 0.0837538540, output_fired_time: 0.0000000000, propagate_forward_time: 5.7851428986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3256845474
validation[          , genome  7105] predictions:    9730/  10000 (97.30%), best:    9750/10000 (97.50%), error:       898.23083, best error:       892.87866 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.9802017212s, input_fired_time: 0.7888831496, output_fired_time: 0.5232077241, propagate_forward_time: 31.2366199493, propagate_backward_time: 44.5100135803, weight_update_time: 0.0975283235, other_time: 1.9214820862
epoch time: 6.9259066582s, input_fired_time: 0.0884561837, output_fired_time: 0.0000000000, propagate_forward_time: 6.4958353043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3416152000
validation[          , genome  7105] predictions:    9680/  10000 (96.80%), best:    9750/10000 (97.50%), error:      1058.26440, best error:       892.87866 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 82.0272674561s, input_fired_time: 0.8213343024, output_fired_time: 0.5383149981, propagate_forward_time: 32.2856597900, propagate_backward_time: 46.3092803955, weight_update_time: 0.1077173427, other_time: 2.0726776123
epoch time: 6.6850008965s, input_fired_time: 0.0898650512, output_fired_time: 0.0000000000, propagate_forward_time: 6.2481956482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469400406
validation[          , genome  7105] predictions:    9722/  10000 (97.22%), best:    9750/10000 (97.50%), error:       907.70251, best error:       892.87866 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 77.2681427002s, input_fired_time: 0.7727093101, output_fired_time: 0.5130307078, propagate_forward_time: 30.2265129089, propagate_backward_time: 43.8561782837, weight_update_time: 0.0965845734, other_time: 1.8997077942
epoch time: 7.0364503860s, input_fired_time: 0.0909748450, output_fired_time: 0.0000000000, propagate_forward_time: 6.5934653282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520102501
validation[          , genome  7105] predictions:    9720/  10000 (97.20%), best:    9750/10000 (97.50%), error:       928.68225, best error:       892.87866 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 94.3254776001s, input_fired_time: 0.8801394105, output_fired_time: 0.6036481261, propagate_forward_time: 37.3891906738, propagate_backward_time: 53.1809730530, weight_update_time: 0.1196646243, other_time: 2.2715263367
epoch time: 6.8387250900s, input_fired_time: 0.0903436691, output_fired_time: 0.0000000000, propagate_forward_time: 6.3959808350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524007797
validation[          , genome  7105] predictions:    9726/  10000 (97.26%), best:    9750/10000 (97.50%), error:       930.84424, best error:       892.87866 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 76.0143280029s, input_fired_time: 0.7757741809, output_fired_time: 0.5020025969, propagate_forward_time: 30.2384624481, propagate_backward_time: 42.6140060425, weight_update_time: 0.0965549871, other_time: 1.8840866089
epoch time: 6.7676844597s, input_fired_time: 0.0907920599, output_fired_time: 0.0000000000, propagate_forward_time: 6.3308115005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3460807800
validation[          , genome  7105] predictions:    9731/  10000 (97.31%), best:    9750/10000 (97.50%), error:       917.14117, best error:       892.87866 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 86.6537704468s, input_fired_time: 0.8413447738, output_fired_time: 0.5624827147, propagate_forward_time: 34.6867980957, propagate_backward_time: 48.4224853516, weight_update_time: 0.1085915864, other_time: 2.1406555176
epoch time: 6.1397809982s, input_fired_time: 0.0817369893, output_fired_time: 0.0000000000, propagate_forward_time: 5.7370452881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209986687
validation[          , genome  7105] predictions:    9739/  10000 (97.39%), best:    9750/10000 (97.50%), error:       896.09210, best error:       892.87866 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 75.0773849487s, input_fired_time: 0.7739610672, output_fired_time: 0.4995293021, propagate_forward_time: 29.6637077332, propagate_backward_time: 42.2650566101, weight_update_time: 0.0956846103, other_time: 1.8751296997
epoch time: 6.1249518394s, input_fired_time: 0.0827873424, output_fired_time: 0.0000000000, propagate_forward_time: 5.7252082825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3169560432
validation[          , genome  7105] predictions:    9742/  10000 (97.42%), best:    9742/10000 (97.42%), error:       873.51025, best error:       873.51025 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 79.2706985474s, input_fired_time: 0.7945175171, output_fired_time: 0.5296581388, propagate_forward_time: 31.0298652649, propagate_backward_time: 44.9447784424, weight_update_time: 0.0999689028, other_time: 1.9718818665
epoch time: 6.1715574265s, input_fired_time: 0.0829995498, output_fired_time: 0.0000000000, propagate_forward_time: 5.7712931633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172645569
validation[          , genome  7105] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       795.87744, best error:       795.87744 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.0258865356s, input_fired_time: 0.8074569106, output_fired_time: 0.5355964899, propagate_forward_time: 32.0219879150, propagate_backward_time: 45.6617317200, weight_update_time: 0.1007833704, other_time: 1.9991111755
epoch time: 6.1160645485s, input_fired_time: 0.0823059455, output_fired_time: 0.0000000000, propagate_forward_time: 5.7166104317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171482086
validation[          , genome  7105] predictions:    9737/  10000 (97.37%), best:    9776/10000 (97.76%), error:       908.06616, best error:       795.87744 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 74.7921447754s, input_fired_time: 0.7772356272, output_fired_time: 0.5063271523, propagate_forward_time: 29.7632827759, propagate_backward_time: 41.8648109436, weight_update_time: 0.0949023589, other_time: 1.8804893494
epoch time: 6.5046501160s, input_fired_time: 0.0886968300, output_fired_time: 0.0000000000, propagate_forward_time: 6.0738644600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420886993
validation[          , genome  7105] predictions:    9698/  10000 (96.98%), best:    9776/10000 (97.76%), error:       975.05084, best error:       795.87744 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 77.2602844238s, input_fired_time: 0.7825548649, output_fired_time: 0.5194243789, propagate_forward_time: 30.1292819977, propagate_backward_time: 43.9125556946, weight_update_time: 0.0967805684, other_time: 1.9164695740
epoch time: 6.2163963318s, input_fired_time: 0.0837048292, output_fired_time: 0.0000000000, propagate_forward_time: 5.8099455833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3227458000
validation[          , genome  7105] predictions:    9712/  10000 (97.12%), best:    9776/10000 (97.76%), error:       965.75647, best error:       795.87744 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 74.1518783569s, input_fired_time: 0.7661361694, output_fired_time: 0.4946809113, propagate_forward_time: 28.9160175323, propagate_backward_time: 42.1028862000, weight_update_time: 0.0952973664, other_time: 1.8721580505
epoch time: 6.2172799110s, input_fired_time: 0.0848113149, output_fired_time: 0.0000000000, propagate_forward_time: 5.8098587990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226099014
validation[          , genome  7105] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       935.47137, best error:       795.87744 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 76.4039611816s, input_fired_time: 0.7808156013, output_fired_time: 0.5062849522, propagate_forward_time: 30.1129798889, propagate_backward_time: 43.1245918274, weight_update_time: 0.0963308662, other_time: 1.8792877197
epoch time: 6.0437350273s, input_fired_time: 0.0821755528, output_fired_time: 0.0000000000, propagate_forward_time: 5.6467347145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148245811
validation[          , genome  7105] predictions:    9716/  10000 (97.16%), best:    9776/10000 (97.76%), error:       932.59528, best error:       795.87744 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 73.5363616943s, input_fired_time: 0.7609573007, output_fired_time: 0.4875960350, propagate_forward_time: 28.6162204742, propagate_backward_time: 41.8577423096, weight_update_time: 0.0928438455, other_time: 1.8138504028
epoch time: 6.1511783600s, input_fired_time: 0.0837446749, output_fired_time: 0.0000000000, propagate_forward_time: 5.7502365112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171973228
validation[          , genome  7105] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       789.17236, best error:       789.17236 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 80.0165786743s, input_fired_time: 0.8000758290, output_fired_time: 0.5237311125, propagate_forward_time: 31.6880435944, propagate_backward_time: 45.0779266357, weight_update_time: 0.1003495455, other_time: 1.9268035889
epoch time: 6.1860957146s, input_fired_time: 0.0834279135, output_fired_time: 0.0000000000, propagate_forward_time: 5.7894358635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3132319450
validation[          , genome  7105] predictions:    9699/  10000 (96.99%), best:    9776/10000 (97.76%), error:       963.90216, best error:       789.17236 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 73.8908538818s, input_fired_time: 0.7690248489, output_fired_time: 0.4891175926, propagate_forward_time: 29.2087745667, propagate_backward_time: 41.6043128967, weight_update_time: 0.0932974517, other_time: 1.8196182251
epoch time: 6.2011895180s, input_fired_time: 0.0833188295, output_fired_time: 0.0000000000, propagate_forward_time: 5.8037204742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3141503334
validation[          , genome  7105] predictions:    9712/  10000 (97.12%), best:    9776/10000 (97.76%), error:       930.87988, best error:       789.17236 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 91.1103286743s, input_fired_time: 0.8800015450, output_fired_time: 0.5846423507, propagate_forward_time: 36.0283699036, propagate_backward_time: 51.4027862549, weight_update_time: 0.1158922613, other_time: 2.2145271301
epoch time: 8.9593791962s, input_fired_time: 0.1101620123, output_fired_time: 0.0000000000, propagate_forward_time: 8.4222888947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4269285202
validation[          , genome  7105] predictions:    9696/  10000 (96.96%), best:    9776/10000 (97.76%), error:      1022.21381, best error:       789.17236 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 82.2420043945s, input_fired_time: 0.8271067739, output_fired_time: 0.5444423556, propagate_forward_time: 32.4684524536, propagate_backward_time: 46.3900756836, weight_update_time: 0.1025881395, other_time: 2.0119247437
epoch time: 6.9775867462s, input_fired_time: 0.0921370089, output_fired_time: 0.0000000000, propagate_forward_time: 6.5383124352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3471374512
validation[          , genome  7105] predictions:    9775/  10000 (97.75%), best:    9776/10000 (97.76%), error:       821.04102, best error:       789.17236 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 98.0393218994s, input_fired_time: 0.9165359735, output_fired_time: 0.6302781701, propagate_forward_time: 38.8564376831, propagate_backward_time: 55.2937622070, weight_update_time: 0.1206287742, other_time: 2.3423080444
epoch time: 8.4538230896s, input_fired_time: 0.1059922129, output_fired_time: 0.0000000000, propagate_forward_time: 7.9414529800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4063777924
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9776/10000 (97.76%), error:       799.56018, best error:       789.17236 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 74.7500381470s, input_fired_time: 0.7744973898, output_fired_time: 0.4935402274, propagate_forward_time: 29.6128196716, propagate_backward_time: 42.0123443604, weight_update_time: 0.0942359492, other_time: 1.8568382263
epoch time: 6.1318616867s, input_fired_time: 0.0854424164, output_fired_time: 0.0000000000, propagate_forward_time: 5.7213397026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250794411
validation[          , genome  7105] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       860.48358, best error:       789.17236 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 86.9485778809s, input_fired_time: 0.8612385392, output_fired_time: 0.5665054321, propagate_forward_time: 34.2297058105, propagate_backward_time: 49.1330795288, weight_update_time: 0.1125766188, other_time: 2.1580505371
epoch time: 6.3107290268s, input_fired_time: 0.0857090950, output_fired_time: 0.0000000000, propagate_forward_time: 5.9005856514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244342804
validation[          , genome  7105] predictions:    9744/  10000 (97.44%), best:    9776/10000 (97.76%), error:       882.27454, best error:       789.17236 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.1316986084s, input_fired_time: 0.8632598519, output_fired_time: 0.5774491429, propagate_forward_time: 35.8706741333, propagate_backward_time: 50.6534500122, weight_update_time: 0.1120331064, other_time: 2.1668701172
epoch time: 6.2476944923s, input_fired_time: 0.0848292857, output_fired_time: 0.0000000000, propagate_forward_time: 5.8449087143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3179564476
validation[          , genome  7105] predictions:    9790/  10000 (97.90%), best:    9776/10000 (97.76%), error:       814.83087, best error:       789.17236 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.0597915649s, input_fired_time: 0.8091070652, output_fired_time: 0.5316317677, propagate_forward_time: 31.7851715088, propagate_backward_time: 44.9593849182, weight_update_time: 0.1005608961, other_time: 1.9744987488
epoch time: 5.9910678864s, input_fired_time: 0.0824155435, output_fired_time: 0.0000000000, propagate_forward_time: 5.5950698853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135824203
validation[          , genome  7105] predictions:    9769/  10000 (97.69%), best:    9776/10000 (97.76%), error:       816.43854, best error:       789.17236 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 76.7219390869s, input_fired_time: 0.7888422012, output_fired_time: 0.5097399950, propagate_forward_time: 30.3372764587, propagate_backward_time: 43.1815376282, weight_update_time: 0.0968410522, other_time: 1.9045410156
epoch time: 7.4337482452s, input_fired_time: 0.0983805582, output_fired_time: 0.0000000000, propagate_forward_time: 6.9603338242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750338554
validation[          , genome  7105] predictions:    9724/  10000 (97.24%), best:    9776/10000 (97.76%), error:       928.69153, best error:       789.17236 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 74.4170303345s, input_fired_time: 0.7757074237, output_fired_time: 0.4974355996, propagate_forward_time: 29.2794780731, propagate_backward_time: 41.9861030579, weight_update_time: 0.0946438760, other_time: 1.8782997131
epoch time: 5.9391212463s, input_fired_time: 0.0806770027, output_fired_time: 0.0000000000, propagate_forward_time: 5.5447874069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3136568069
validation[          , genome  7105] predictions:    9768/  10000 (97.68%), best:    9776/10000 (97.76%), error:       846.03839, best error:       789.17236 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.3509597778s, input_fired_time: 0.8234797120, output_fired_time: 0.5495380759, propagate_forward_time: 32.7152290344, propagate_backward_time: 46.2777709961, weight_update_time: 0.1011132672, other_time: 1.9849433899
epoch time: 6.0426812172s, input_fired_time: 0.0838799402, output_fired_time: 0.0000000000, propagate_forward_time: 5.6453814507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134198189
validation[          , genome  7105] predictions:    9748/  10000 (97.48%), best:    9776/10000 (97.76%), error:       836.16083, best error:       789.17236 on epoch:    40, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.5058822632s, input_fired_time: 0.8165219426, output_fired_time: 0.5300030708, propagate_forward_time: 32.3973388672, propagate_backward_time: 44.7987327576, weight_update_time: 0.1011427864, other_time: 1.9632835388
epoch time: 6.1386275291s, input_fired_time: 0.0856586099, output_fired_time: 0.0000000000, propagate_forward_time: 5.7234702110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294987679
validation[          , genome  7105] predictions:    9729/  10000 (97.29%), best:    9776/10000 (97.76%), error:       896.24353, best error:       789.17236 on epoch:    40, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 83.4463500977s, input_fired_time: 0.8258698583, output_fired_time: 0.5499948859, propagate_forward_time: 32.7466468811, propagate_backward_time: 47.3300209045, weight_update_time: 0.1024835780, other_time: 1.9938201904
epoch time: 6.1361784935s, input_fired_time: 0.0843614563, output_fired_time: 0.0000000000, propagate_forward_time: 5.7361955643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156213760
validation[          , genome  7105] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       830.49280, best error:       789.17236 on epoch:    40, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 83.3003082275s, input_fired_time: 0.8252995014, output_fired_time: 0.5450611115, propagate_forward_time: 32.9773635864, propagate_backward_time: 46.9478263855, weight_update_time: 0.1035264358, other_time: 2.0047569275
epoch time: 6.3380384445s, input_fired_time: 0.0873052776, output_fired_time: 0.0000000000, propagate_forward_time: 5.9220409393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286924362
validation[          , genome  7105] predictions:    9761/  10000 (97.61%), best:    9776/10000 (97.76%), error:       815.35583, best error:       789.17236 on epoch:    40, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.0388412476s, input_fired_time: 0.8052546978, output_fired_time: 0.5216234922, propagate_forward_time: 31.0613098145, propagate_backward_time: 43.7560653687, weight_update_time: 0.0972486213, other_time: 1.8945922852
epoch time: 6.1188149452s, input_fired_time: 0.0843758062, output_fired_time: 0.0000000000, propagate_forward_time: 5.7186393738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3157997131
validation[          , genome  7105] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       830.48859, best error:       789.17236 on epoch:    40, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 75.2611312866s, input_fired_time: 0.7786731720, output_fired_time: 0.5004119277, propagate_forward_time: 29.8007755280, propagate_backward_time: 42.3202743530, weight_update_time: 0.0959272236, other_time: 1.8610000610
epoch time: 7.0344262123s, input_fired_time: 0.0937160850, output_fired_time: 0.0000000000, propagate_forward_time: 6.5889897346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3517203331
validation[          , genome  7105] predictions:    9728/  10000 (97.28%), best:    9776/10000 (97.76%), error:       957.63354, best error:       789.17236 on epoch:    40, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 82.9660491943s, input_fired_time: 0.8264364600, output_fired_time: 0.5322053432, propagate_forward_time: 33.0561866760, propagate_backward_time: 46.5066795349, weight_update_time: 0.1060966849, other_time: 2.0445404053
epoch time: 8.5848665237s, input_fired_time: 0.1112105399, output_fired_time: 0.0000000000, propagate_forward_time: 8.0544195175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192361832
validation[          , genome  7105] predictions:    9666/  10000 (96.66%), best:    9776/10000 (97.76%), error:      1085.35474, best error:       789.17236 on epoch:    40, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 93.1197052002s, input_fired_time: 0.8786994815, output_fired_time: 0.5960325003, propagate_forward_time: 36.8972091675, propagate_backward_time: 52.5542793274, weight_update_time: 0.1142656058, other_time: 2.1934852600
epoch time: 6.3456382751s, input_fired_time: 0.0868390203, output_fired_time: 0.0000000000, propagate_forward_time: 5.9343814850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244175911
validation[          , genome  7105] predictions:    9747/  10000 (97.47%), best:    9776/10000 (97.76%), error:       845.22473, best error:       789.17236 on epoch:    40, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 95.5805969238s, input_fired_time: 0.9141780138, output_fired_time: 0.6169574261, propagate_forward_time: 37.7814445496, propagate_backward_time: 53.9525032043, weight_update_time: 0.1207128912, other_time: 2.3155136108
epoch time: 7.9243326187s, input_fired_time: 0.1055098698, output_fired_time: 0.0000000000, propagate_forward_time: 7.4240446091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3947782516
validation[          , genome  7105] predictions:    9718/  10000 (97.18%), best:    9776/10000 (97.76%), error:       918.60284, best error:       789.17236 on epoch:    40, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 99.8461303711s, input_fired_time: 0.9294353127, output_fired_time: 0.6369654536, propagate_forward_time: 39.4587326050, propagate_backward_time: 56.4521980286, weight_update_time: 0.1248158067, other_time: 2.3688011169
epoch time: 8.9678220749s, input_fired_time: 0.1111994311, output_fired_time: 0.0000000000, propagate_forward_time: 8.4297828674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4268398285
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9776/10000 (97.76%), error:       820.58191, best error:       789.17236 on epoch:    40, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.1667251587s, input_fired_time: 0.8304964304, output_fired_time: 0.5355355144, propagate_forward_time: 32.4925460815, propagate_backward_time: 46.2609710693, weight_update_time: 0.1063029990, other_time: 2.0471725464
epoch time: 6.1666269302s, input_fired_time: 0.0837237164, output_fired_time: 0.0000000000, propagate_forward_time: 5.7680044174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148989677
validation[          , genome  7105] predictions:    9752/  10000 (97.52%), best:    9776/10000 (97.76%), error:       840.18317, best error:       789.17236 on epoch:    40, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 74.2595901489s, input_fired_time: 0.7806476951, output_fired_time: 0.4915842116, propagate_forward_time: 29.9850406647, propagate_backward_time: 41.1576843262, weight_update_time: 0.0945392400, other_time: 1.8446350098
epoch time: 6.1934499741s, input_fired_time: 0.0831870958, output_fired_time: 0.0000000000, propagate_forward_time: 5.7958149910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3144478798
validation[          , genome  7105] predictions:    9743/  10000 (97.43%), best:    9776/10000 (97.76%), error:       955.93768, best error:       789.17236 on epoch:    40, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 84.7191619873s, input_fired_time: 0.8432542086, output_fired_time: 0.5530748367, propagate_forward_time: 33.8124542236, propagate_backward_time: 47.4277839661, weight_update_time: 0.1057432294, other_time: 2.0825920105
epoch time: 6.1638541222s, input_fired_time: 0.0843784884, output_fired_time: 0.0000000000, propagate_forward_time: 5.7622694969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172059059
validation[          , genome  7105] predictions:    9715/  10000 (97.15%), best:    9776/10000 (97.76%), error:       965.97156, best error:       789.17236 on epoch:    40, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.8335266113s, input_fired_time: 0.8212934732, output_fired_time: 0.5375667214, propagate_forward_time: 32.6447830200, propagate_backward_time: 45.8486366272, weight_update_time: 0.1011090949, other_time: 1.9812431335
epoch time: 6.3220686913s, input_fired_time: 0.0858603269, output_fired_time: 0.0000000000, propagate_forward_time: 5.9112439156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249645233
validation[          , genome  7105] predictions:    9687/  10000 (96.87%), best:    9776/10000 (97.76%), error:      1079.02527, best error:       789.17236 on epoch:    40, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 76.5863418579s, input_fired_time: 0.7865166068, output_fired_time: 0.5084976554, propagate_forward_time: 30.1460704803, propagate_backward_time: 43.2337493896, weight_update_time: 0.0974667296, other_time: 1.9115066528
epoch time: 8.0249528885s, input_fired_time: 0.1028602198, output_fired_time: 0.0000000000, propagate_forward_time: 7.5303120613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917803764
validation[          , genome  7105] predictions:    9758/  10000 (97.58%), best:    9776/10000 (97.76%), error:       844.59363, best error:       789.17236 on epoch:    40, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.6529769897s, input_fired_time: 0.8182177544, output_fired_time: 0.5291069746, propagate_forward_time: 31.9320869446, propagate_backward_time: 45.3412399292, weight_update_time: 0.1016414836, other_time: 2.0323295593
epoch time: 6.7845106125s, input_fired_time: 0.0904999971, output_fired_time: 0.0000000000, propagate_forward_time: 6.3471288681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468818665
validation[          , genome  7105] predictions:    9785/  10000 (97.85%), best:    9776/10000 (97.76%), error:       800.33734, best error:       789.17236 on epoch:    40, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.1568374634s, input_fired_time: 0.8084645271, output_fired_time: 0.5322599411, propagate_forward_time: 31.3876972198, propagate_backward_time: 45.4798316956, weight_update_time: 0.0993061215, other_time: 1.9485893250
epoch time: 6.2239880562s, input_fired_time: 0.0858077034, output_fired_time: 0.0000000000, propagate_forward_time: 5.8188142776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193659782
validation[          , genome  7105] predictions:    9638/  10000 (96.38%), best:    9776/10000 (97.76%), error:      1155.84094, best error:       789.17236 on epoch:    40, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 75.4157333374s, input_fired_time: 0.7867815495, output_fired_time: 0.5034456849, propagate_forward_time: 29.6594657898, propagate_backward_time: 42.5825042725, weight_update_time: 0.0942071900, other_time: 1.8835334778
epoch time: 7.4947099686s, input_fired_time: 0.0998739600, output_fired_time: 0.0000000000, propagate_forward_time: 7.0218367577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729991913
validation[          , genome  7105] predictions:    9765/  10000 (97.65%), best:    9776/10000 (97.76%), error:       867.89771, best error:       789.17236 on epoch:    40, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 77.9302597046s, input_fired_time: 0.8007101417, output_fired_time: 0.5272487998, propagate_forward_time: 30.9050216675, propagate_backward_time: 43.8125343323, weight_update_time: 0.0953055024, other_time: 1.8847389221
epoch time: 6.0998592377s, input_fired_time: 0.0834982842, output_fired_time: 0.0000000000, propagate_forward_time: 5.6988449097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3175158501
validation[          , genome  7105] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       784.60034, best error:       784.60034 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 73.6006317139s, input_fired_time: 0.7756349444, output_fired_time: 0.4958445430, propagate_forward_time: 29.2249965668, propagate_backward_time: 41.2890548706, weight_update_time: 0.0922502205, other_time: 1.8151016235
epoch time: 6.2442188263s, input_fired_time: 0.0875818506, output_fired_time: 0.0000000000, propagate_forward_time: 5.8295645714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270726204
validation[          , genome  7105] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       770.82800, best error:       770.82800 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.2921447754s, input_fired_time: 0.8202561736, output_fired_time: 0.5437099338, propagate_forward_time: 32.4127731323, propagate_backward_time: 45.5610885620, weight_update_time: 0.1000352502, other_time: 1.9543151855
epoch time: 6.6880927086s, input_fired_time: 0.0919186249, output_fired_time: 0.0000000000, propagate_forward_time: 6.2524886131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436856270
validation[          , genome  7105] predictions:    9743/  10000 (97.43%), best:    9783/10000 (97.83%), error:       869.31097, best error:       770.82800 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 82.7934188843s, input_fired_time: 0.8278949261, output_fired_time: 0.5513705611, propagate_forward_time: 32.6028671265, propagate_backward_time: 46.8086967468, weight_update_time: 0.1029113010, other_time: 2.0025901794
epoch time: 8.3758220673s, input_fired_time: 0.1074759364, output_fired_time: 0.0000000000, propagate_forward_time: 7.8645615578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037842751
validation[          , genome  7105] predictions:    9747/  10000 (97.47%), best:    9783/10000 (97.83%), error:       863.85187, best error:       770.82800 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 83.6331024170s, input_fired_time: 0.8277083039, output_fired_time: 0.5481919646, propagate_forward_time: 32.9367027283, propagate_backward_time: 47.3041381836, weight_update_time: 0.1043048799, other_time: 2.0163612366
epoch time: 6.3393111229s, input_fired_time: 0.0883583724, output_fired_time: 0.0000000000, propagate_forward_time: 5.9264497757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3245029449
validation[          , genome  7105] predictions:    9732/  10000 (97.32%), best:    9783/10000 (97.83%), error:       930.64905, best error:       770.82800 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 82.3855056763s, input_fired_time: 0.8219859600, output_fired_time: 0.5449548364, propagate_forward_time: 32.5277481079, propagate_backward_time: 46.5286674500, weight_update_time: 0.1017201766, other_time: 1.9621543884
epoch time: 6.3871998787s, input_fired_time: 0.0858076513, output_fired_time: 0.0000000000, propagate_forward_time: 5.9769949913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3243970871
validation[          , genome  7105] predictions:    9737/  10000 (97.37%), best:    9783/10000 (97.83%), error:       878.05005, best error:       770.82800 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 73.4202117920s, input_fired_time: 0.7715539932, output_fired_time: 0.4946905673, propagate_forward_time: 28.8468589783, propagate_backward_time: 41.5142288208, weight_update_time: 0.0916523635, other_time: 1.7928810120
epoch time: 6.2657680511s, input_fired_time: 0.0859684944, output_fired_time: 0.0000000000, propagate_forward_time: 5.8672246933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3125748634
validation[          , genome  7105] predictions:    9778/  10000 (97.78%), best:    9783/10000 (97.83%), error:       777.97827, best error:       770.82800 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 89.0986709595s, input_fired_time: 0.8641760945, output_fired_time: 0.5789710879, propagate_forward_time: 35.2931404114, propagate_backward_time: 50.2449760437, weight_update_time: 0.1093014479, other_time: 2.1174087524
epoch time: 6.0855026245s, input_fired_time: 0.0852198079, output_fired_time: 0.0000000000, propagate_forward_time: 5.6902837753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3099989891
validation[          , genome  7105] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       818.82562, best error:       770.82800 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 92.8793716431s, input_fired_time: 0.8880123496, output_fired_time: 0.5928672552, propagate_forward_time: 36.8061103821, propagate_backward_time: 52.3609046936, weight_update_time: 0.1184900627, other_time: 2.2314758301
epoch time: 6.3526649475s, input_fired_time: 0.0887795836, output_fired_time: 0.0000000000, propagate_forward_time: 5.9406266212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232588768
validation[          , genome  7105] predictions:    9780/  10000 (97.80%), best:    9783/10000 (97.83%), error:       787.98676, best error:       770.82800 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 75.0383911133s, input_fired_time: 0.7847831249, output_fired_time: 0.4936406910, propagate_forward_time: 29.7761173248, propagate_backward_time: 42.0862274170, weight_update_time: 0.0976425260, other_time: 1.8976287842
epoch time: 6.0682482719s, input_fired_time: 0.0848621801, output_fired_time: 0.0000000000, propagate_forward_time: 5.6703481674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3130378723
validation[          , genome  7105] predictions:    9720/  10000 (97.20%), best:    9783/10000 (97.83%), error:       955.80414, best error:       770.82800 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 75.2424545288s, input_fired_time: 0.7839305997, output_fired_time: 0.5045688748, propagate_forward_time: 29.3667602539, propagate_backward_time: 42.7056617737, weight_update_time: 0.0949887782, other_time: 1.8815345764
epoch time: 6.1526627541s, input_fired_time: 0.0851759091, output_fired_time: 0.0000000000, propagate_forward_time: 5.7518591881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156275749
validation[          , genome  7105] predictions:    9605/  10000 (96.05%), best:    9783/10000 (97.83%), error:      1330.45813, best error:       770.82800 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 75.0407791138s, input_fired_time: 0.7867433429, output_fired_time: 0.5039132833, propagate_forward_time: 29.7470321655, propagate_backward_time: 42.1342353821, weight_update_time: 0.0948217139, other_time: 1.8688545227
epoch time: 6.1688680649s, input_fired_time: 0.0845317394, output_fired_time: 0.0000000000, propagate_forward_time: 5.7653331757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190031052
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       877.02606, best error:       770.82800 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 73.9010086060s, input_fired_time: 0.7838280201, output_fired_time: 0.4849165678, propagate_forward_time: 29.3855609894, propagate_backward_time: 41.3904838562, weight_update_time: 0.0950139537, other_time: 1.8562202454
epoch time: 6.2187151909s, input_fired_time: 0.0867864937, output_fired_time: 0.0000000000, propagate_forward_time: 5.8128976822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190312386
validation[          , genome  7105] predictions:    9759/  10000 (97.59%), best:    9783/10000 (97.83%), error:       833.02039, best error:       770.82800 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.5209808350s, input_fired_time: 0.7812613249, output_fired_time: 0.4936206937, propagate_forward_time: 28.8270759583, propagate_backward_time: 40.6074523926, weight_update_time: 0.0904282108, other_time: 1.8115730286
epoch time: 6.1931309700s, input_fired_time: 0.0850122795, output_fired_time: 0.0000000000, propagate_forward_time: 5.7871360779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209824562
validation[          , genome  7105] predictions:    9725/  10000 (97.25%), best:    9783/10000 (97.83%), error:       958.47003, best error:       770.82800 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 84.4848480225s, input_fired_time: 0.8512124419, output_fired_time: 0.5523550510, propagate_forward_time: 33.6060485840, propagate_backward_time: 47.4338302612, weight_update_time: 0.1043582782, other_time: 2.0414047241
epoch time: 6.0117096901s, input_fired_time: 0.0841331556, output_fired_time: 0.0000000000, propagate_forward_time: 5.6090226173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3185539246
validation[          , genome  7105] predictions:    9697/  10000 (96.97%), best:    9783/10000 (97.83%), error:      1016.52533, best error:       770.82800 on epoch:    71, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 75.6031570435s, input_fired_time: 0.7985930443, output_fired_time: 0.5095963478, propagate_forward_time: 29.7380962372, propagate_backward_time: 42.7098045349, weight_update_time: 0.0943764076, other_time: 1.8470649719
epoch time: 6.3201889992s, input_fired_time: 0.0875243396, output_fired_time: 0.0000000000, propagate_forward_time: 5.9101314545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225331306
validation[          , genome  7105] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       835.10541, best error:       770.82800 on epoch:    71, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 79.9803009033s, input_fired_time: 0.8207759857, output_fired_time: 0.5274366736, propagate_forward_time: 32.0925445557, propagate_backward_time: 44.5986671448, weight_update_time: 0.1004129797, other_time: 1.9408760071
epoch time: 7.7393393517s, input_fired_time: 0.1032099724, output_fired_time: 0.0000000000, propagate_forward_time: 7.2534756660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826537132
validation[          , genome  7105] predictions:    9753/  10000 (97.53%), best:    9783/10000 (97.83%), error:       842.79999, best error:       770.82800 on epoch:    71, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.4378433228s, input_fired_time: 0.8256462216, output_fired_time: 0.5325860977, propagate_forward_time: 32.5261497498, propagate_backward_time: 45.5791969299, weight_update_time: 0.1017893851, other_time: 1.9742660522
epoch time: 6.2922248840s, input_fired_time: 0.0877660960, output_fired_time: 0.0000000000, propagate_forward_time: 5.8828034401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3216552734
validation[          , genome  7105] predictions:    9761/  10000 (97.61%), best:    9783/10000 (97.83%), error:       821.69366, best error:       770.82800 on epoch:    71, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.8518524170s, input_fired_time: 0.8293575048, output_fired_time: 0.5376399159, propagate_forward_time: 32.7806777954, propagate_backward_time: 46.7178497314, weight_update_time: 0.1033818349, other_time: 1.9863204956
epoch time: 6.4228682518s, input_fired_time: 0.0895481259, output_fired_time: 0.0000000000, propagate_forward_time: 6.0025229454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307971954
validation[          , genome  7105] predictions:    9749/  10000 (97.49%), best:    9783/10000 (97.83%), error:       874.98474, best error:       770.82800 on epoch:    71, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 79.6259613037s, input_fired_time: 0.8114859462, output_fired_time: 0.5287041664, propagate_forward_time: 31.5144138336, propagate_backward_time: 44.8312530518, weight_update_time: 0.1049032211, other_time: 1.9401092529
epoch time: 7.5827102661s, input_fired_time: 0.1018616185, output_fired_time: 0.0000000000, propagate_forward_time: 7.1077327728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3731160164
validation[          , genome  7105] predictions:    9767/  10000 (97.67%), best:    9783/10000 (97.83%), error:       824.82050, best error:       770.82800 on epoch:    71, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 77.4052352905s, input_fired_time: 0.7994058728, output_fired_time: 0.5246077776, propagate_forward_time: 30.4878959656, propagate_backward_time: 43.7479095459, weight_update_time: 0.0947014540, other_time: 1.8454170227
epoch time: 7.6183681488s, input_fired_time: 0.1009849459, output_fired_time: 0.0000000000, propagate_forward_time: 7.1384387016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789443970
validation[          , genome  7105] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       813.43402, best error:       770.82800 on epoch:    71, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 79.7327728271s, input_fired_time: 0.8101531267, output_fired_time: 0.5341415405, propagate_forward_time: 30.9484214783, propagate_backward_time: 45.5366210938, weight_update_time: 0.0966945663, other_time: 1.9034385681
epoch time: 6.1013655663s, input_fired_time: 0.0868959576, output_fired_time: 0.0000000000, propagate_forward_time: 5.6992144585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3152551651
validation[          , genome  7105] predictions:    9768/  10000 (97.68%), best:    9783/10000 (97.83%), error:       811.18604, best error:       770.82800 on epoch:    71, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 74.6295471191s, input_fired_time: 0.7916008830, output_fired_time: 0.5026323199, propagate_forward_time: 29.5509834290, propagate_backward_time: 41.9421081543, weight_update_time: 0.0930092931, other_time: 1.8422203064
epoch time: 6.2966156006s, input_fired_time: 0.0890930891, output_fired_time: 0.0000000000, propagate_forward_time: 5.8867869377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207354546
validation[          , genome  7105] predictions:    9762/  10000 (97.62%), best:    9783/10000 (97.83%), error:       810.73010, best error:       770.82800 on epoch:    71, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 74.8989944458s, input_fired_time: 0.7944449186, output_fired_time: 0.5065343976, propagate_forward_time: 29.9754219055, propagate_backward_time: 41.7883987427, weight_update_time: 0.0936235562, other_time: 1.8342018127
epoch time: 6.3500242233s, input_fired_time: 0.0899989009, output_fired_time: 0.0000000000, propagate_forward_time: 5.9285788536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3314466476
validation[          , genome  7105] predictions:    9769/  10000 (97.69%), best:    9783/10000 (97.83%), error:       827.97412, best error:       770.82800 on epoch:    71, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 74.1084365845s, input_fired_time: 0.7850950956, output_fired_time: 0.5071166158, propagate_forward_time: 29.2089862823, propagate_backward_time: 41.7837677002, weight_update_time: 0.0916097835, other_time: 1.8234710693
epoch time: 6.3040986061s, input_fired_time: 0.0880866870, output_fired_time: 0.0000000000, propagate_forward_time: 5.8930349350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229770660
validation[          , genome  7105] predictions:    9757/  10000 (97.57%), best:    9783/10000 (97.83%), error:       821.39911, best error:       770.82800 on epoch:    71, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 74.1351394653s, input_fired_time: 0.7836099863, output_fired_time: 0.5020246506, propagate_forward_time: 29.1324729919, propagate_backward_time: 41.8948326111, weight_update_time: 0.0924597532, other_time: 1.8222045898
epoch time: 5.8925328255s, input_fired_time: 0.0834000185, output_fired_time: 0.0000000000, propagate_forward_time: 5.5014429092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3076896667
validation[          , genome  7105] predictions:    9777/  10000 (97.77%), best:    9783/10000 (97.83%), error:       788.58215, best error:       770.82800 on epoch:    71, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 77.3934020996s, input_fired_time: 0.8063309789, output_fired_time: 0.5127365589, propagate_forward_time: 30.6359367371, propagate_backward_time: 43.5080909729, weight_update_time: 0.0963804349, other_time: 1.9303131104
epoch time: 7.0776963234s, input_fired_time: 0.0955348983, output_fired_time: 0.0000000000, propagate_forward_time: 6.6241025925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580589294
validation[          , genome  7105] predictions:    9704/  10000 (97.04%), best:    9783/10000 (97.83%), error:      1012.47150, best error:       770.82800 on epoch:    71, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 74.7781906128s, input_fired_time: 0.7935773730, output_fired_time: 0.5007321835, propagate_forward_time: 29.4975833893, propagate_backward_time: 42.1154899597, weight_update_time: 0.0933256298, other_time: 1.8708076477
epoch time: 7.9605093002s, input_fired_time: 0.1080752388, output_fired_time: 0.0000000000, propagate_forward_time: 7.4630765915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893575668
validation[          , genome  7105] predictions:    9730/  10000 (97.30%), best:    9783/10000 (97.83%), error:       933.59198, best error:       770.82800 on epoch:    71, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 75.4280242920s, input_fired_time: 0.7970153093, output_fired_time: 0.5097064376, propagate_forward_time: 29.7980861664, propagate_backward_time: 42.4718170166, weight_update_time: 0.0936548710, other_time: 1.8514022827
epoch time: 6.7150864601s, input_fired_time: 0.0929337218, output_fired_time: 0.0000000000, propagate_forward_time: 6.2836294174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385233879
validation[          , genome  7105] predictions:    9666/  10000 (96.66%), best:    9783/10000 (97.83%), error:      1158.77563, best error:       770.82800 on epoch:    71, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 75.5469741821s, input_fired_time: 0.8129097819, output_fired_time: 0.5089648962, propagate_forward_time: 29.7900638580, propagate_backward_time: 42.5295753479, weight_update_time: 0.0938175544, other_time: 1.9054603577
epoch time: 7.0665302277s, input_fired_time: 0.0992177129, output_fired_time: 0.0000000000, propagate_forward_time: 6.6055593491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617529869
validation[          , genome  7105] predictions:    9756/  10000 (97.56%), best:    9783/10000 (97.83%), error:       846.70380, best error:       770.82800 on epoch:    71, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 75.1406936646s, input_fired_time: 0.8018038273, output_fired_time: 0.5069587231, propagate_forward_time: 29.4396343231, propagate_backward_time: 42.5068664551, weight_update_time: 0.0942161828, other_time: 1.8854293823
epoch time: 6.1814222336s, input_fired_time: 0.0882160217, output_fired_time: 0.0000000000, propagate_forward_time: 5.7705202103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226861954
validation[          , genome  7105] predictions:    9755/  10000 (97.55%), best:    9783/10000 (97.83%), error:       852.18616, best error:       770.82800 on epoch:    71, 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: 30.7741031647s, input_fired_time: 0.4422903359, output_fired_time: 0.0000000000, propagate_forward_time: 28.7014007568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6304111481
best training[          , genome  7105] predictions:   49597/  50000 (99.19%), best:    9783/10000 (97.83%), error:      1570.19092, best error:       770.82800 on epoch:    71, 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: 6.8496160507s, input_fired_time: 0.0916613042, output_fired_time: 0.0000000000, propagate_forward_time: 6.4035463333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544082642
   testing[          , genome  7105] predictions:    9788/  10000 (97.88%), best:    9783/10000 (97.83%), error:       671.61426, best error:       770.82800 on epoch:    71, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:16:23 (37354): called boinc_finish(0)

</stderr_txt>
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