Nameexact_genome_1512568488_44_7106_0
Workunit2606874
Created7 Dec 2017, 23:55:25 UTC
Sent8 Dec 2017, 0:04:20 UTC
Report deadline17 Dec 2017, 7:53:16 UTC
Received8 Dec 2017, 13:02:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time3 hours 19 min 46 sec
CPU time3 hours 14 min 44 sec
Validate stateValid
Credit2,331.41
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.66 MB
Peak swap size2,590.43 MB
Peak disk usage1.22 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.9539324641, output_fired_time: 0.6852092743, propagate_forward_time: 33.0047187805, propagate_backward_time: 74.4625549316, weight_update_time: 0.1237566769, other_time: 2.0137939453
epoch time: 7.0846176147s, input_fired_time: 0.1230719537, output_fired_time: 0.0000000000, propagate_forward_time: 6.5944938660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670516014
validation[          , genome  7106] predictions:    9679/  10000 (96.79%), best:    9731/10000 (97.31%), error:      1085.27954, best error:       939.64081 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 110.8815155029s, input_fired_time: 0.9444226623, output_fired_time: 0.6780328155, propagate_forward_time: 32.8856582642, propagate_backward_time: 74.3467254639, weight_update_time: 0.1239931434, other_time: 2.0266799927
epoch time: 7.0274968147s, input_fired_time: 0.1227858588, output_fired_time: 0.0000000000, propagate_forward_time: 6.5445203781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601903915
validation[          , genome  7106] predictions:    9666/  10000 (96.66%), best:    9731/10000 (97.31%), error:      1095.87439, best error:       939.64081 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 111.3091964722s, input_fired_time: 0.9482966065, output_fired_time: 0.6852890849, propagate_forward_time: 32.9631271362, propagate_backward_time: 74.6903762817, weight_update_time: 0.1209342852, other_time: 2.0221099854
epoch time: 7.0725092888s, input_fired_time: 0.1238579080, output_fired_time: 0.0000000000, propagate_forward_time: 6.5829315186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657197952
validation[          , genome  7106] predictions:    9691/  10000 (96.91%), best:    9731/10000 (97.31%), error:      1016.22675, best error:       939.64081 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 110.8221893311s, input_fired_time: 0.9618704915, output_fired_time: 0.6745485067, propagate_forward_time: 32.9113655090, propagate_backward_time: 74.2658615112, weight_update_time: 0.1248551086, other_time: 2.0085525513
epoch time: 7.0995402336s, input_fired_time: 0.1278273016, output_fired_time: 0.0000000000, propagate_forward_time: 6.6008172035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708958626
validation[          , genome  7106] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       860.34491, best error:       860.34491 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 110.8059997559s, input_fired_time: 0.9550028443, output_fired_time: 0.6766388416, propagate_forward_time: 32.8666152954, propagate_backward_time: 74.2836303711, weight_update_time: 0.1249842495, other_time: 2.0241165161
epoch time: 7.0061807632s, input_fired_time: 0.1238772869, output_fired_time: 0.0000000000, propagate_forward_time: 6.5152878761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670153618
validation[          , genome  7106] predictions:    9626/  10000 (96.26%), best:    9755/10000 (97.55%), error:      1147.87842, best error:       860.34491 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.5382003784s, input_fired_time: 0.9444214106, output_fired_time: 0.6840470433, propagate_forward_time: 33.0099258423, propagate_backward_time: 74.8676605225, weight_update_time: 0.1245453656, other_time: 2.0321502686
epoch time: 7.1095557213s, input_fired_time: 0.1239083782, output_fired_time: 0.0000000000, propagate_forward_time: 6.6180057526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676414490
validation[          , genome  7106] predictions:    9696/  10000 (96.96%), best:    9755/10000 (97.55%), error:       977.92285, best error:       860.34491 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 111.0829162598s, input_fired_time: 0.9612215161, output_fired_time: 0.6794820428, propagate_forward_time: 32.9768943787, propagate_backward_time: 74.4630355835, weight_update_time: 0.1234726608, other_time: 2.0022811890
epoch time: 7.0508427620s, input_fired_time: 0.1218240112, output_fired_time: 0.0000000000, propagate_forward_time: 6.5663342476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626847267
validation[          , genome  7106] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       850.71893, best error:       850.71893 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 111.1610336304s, input_fired_time: 0.9548060298, output_fired_time: 0.6948050857, propagate_forward_time: 32.9874191284, propagate_backward_time: 74.4914703369, weight_update_time: 0.1281692833, other_time: 2.0325393677
epoch time: 7.0225415230s, input_fired_time: 0.1233507022, output_fired_time: 0.0000000000, propagate_forward_time: 6.5285377502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3706531525
validation[          , genome  7106] predictions:    9663/  10000 (96.63%), best:    9737/10000 (97.37%), error:      1110.33337, best error:       850.71893 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.8118057251s, input_fired_time: 0.9483916163, output_fired_time: 0.6847800016, propagate_forward_time: 32.8593063354, propagate_backward_time: 74.3143844604, weight_update_time: 0.1211565509, other_time: 2.0049438477
epoch time: 7.0222587585s, input_fired_time: 0.1264631152, output_fired_time: 0.0000000000, propagate_forward_time: 6.5380682945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577275276
validation[          , genome  7106] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       798.84546, best error:       798.84546 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.0084915161s, input_fired_time: 0.9432238340, output_fired_time: 0.6850106716, propagate_forward_time: 32.9439392090, propagate_backward_time: 74.4213333130, weight_update_time: 0.1226495951, other_time: 2.0149841309
epoch time: 7.0375537872s, input_fired_time: 0.1261023432, output_fired_time: 0.0000000000, propagate_forward_time: 6.5462613106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651900291
validation[          , genome  7106] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       894.93762, best error:       798.84546 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 111.1920166016s, input_fired_time: 0.9592915773, output_fired_time: 0.6837979555, propagate_forward_time: 32.9503364563, propagate_backward_time: 74.6032714844, weight_update_time: 0.1222811714, other_time: 1.9953155518
epoch time: 7.0864849091s, input_fired_time: 0.1225867942, output_fired_time: 0.0000000000, propagate_forward_time: 6.5922441483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716540337
validation[          , genome  7106] predictions:    9702/  10000 (97.02%), best:    9766/10000 (97.66%), error:       961.07544, best error:       798.84546 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 111.0389404297s, input_fired_time: 0.9518191218, output_fired_time: 0.6859669685, propagate_forward_time: 32.9001235962, propagate_backward_time: 74.4690399170, weight_update_time: 0.1244904548, other_time: 2.0319900513
epoch time: 7.0927886963s, input_fired_time: 0.1239866689, output_fired_time: 0.0000000000, propagate_forward_time: 6.6035408974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652610779
validation[          , genome  7106] predictions:    9718/  10000 (97.18%), best:    9766/10000 (97.66%), error:       927.55365, best error:       798.84546 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 111.1422424316s, input_fired_time: 0.9640241861, output_fired_time: 0.6865074635, propagate_forward_time: 32.9249000549, propagate_backward_time: 74.5306777954, weight_update_time: 0.1240858659, other_time: 2.0361251831
epoch time: 7.0669240952s, input_fired_time: 0.1245171055, output_fired_time: 0.0000000000, propagate_forward_time: 6.5748314857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675756454
validation[          , genome  7106] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       841.35864, best error:       798.84546 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 110.9994201660s, input_fired_time: 0.9530858994, output_fired_time: 0.6822717786, propagate_forward_time: 32.9878616333, propagate_backward_time: 74.3640594482, weight_update_time: 0.1212618127, other_time: 2.0121383667
epoch time: 7.0679125786s, input_fired_time: 0.1260686219, output_fired_time: 0.0000000000, propagate_forward_time: 6.5757708549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660731316
validation[          , genome  7106] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       803.95697, best error:       798.84546 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.6718750000s, input_fired_time: 0.9752323627, output_fired_time: 0.6772742271, propagate_forward_time: 32.8530158997, propagate_backward_time: 74.1447982788, weight_update_time: 0.1224073544, other_time: 2.0215530396
epoch time: 7.0592784882s, input_fired_time: 0.1286569238, output_fired_time: 0.0000000000, propagate_forward_time: 6.5755825043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3550391197
validation[          , genome  7106] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       842.68231, best error:       798.84546 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.7343521118s, input_fired_time: 0.9575576186, output_fired_time: 0.6759438515, propagate_forward_time: 32.7832031250, propagate_backward_time: 74.2998962402, weight_update_time: 0.1235995591, other_time: 2.0177536011
epoch time: 7.0458493233s, input_fired_time: 0.1237676591, output_fired_time: 0.0000000000, propagate_forward_time: 6.5579428673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641386032
validation[          , genome  7106] predictions:    9685/  10000 (96.85%), best:    9766/10000 (97.66%), error:      1004.89117, best error:       798.84546 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 111.0070648193s, input_fired_time: 0.9632526636, output_fired_time: 0.6970159411, propagate_forward_time: 32.9492378235, propagate_backward_time: 74.3911056519, weight_update_time: 0.1287409961, other_time: 2.0064620972
epoch time: 7.0515027046s, input_fired_time: 0.1245790422, output_fired_time: 0.0000000000, propagate_forward_time: 6.5655417442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613820076
validation[          , genome  7106] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       788.47235, best error:       788.47235 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 110.8821792603s, input_fired_time: 0.9545413256, output_fired_time: 0.6803472638, propagate_forward_time: 32.8495445251, propagate_backward_time: 74.3826446533, weight_update_time: 0.1227994561, other_time: 2.0151062012
epoch time: 7.0769338608s, input_fired_time: 0.1257704347, output_fired_time: 0.0000000000, propagate_forward_time: 6.5839338303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672294617
validation[          , genome  7106] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       814.07147, best error:       788.47235 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 110.5441131592s, input_fired_time: 0.9539564252, output_fired_time: 0.6796142459, propagate_forward_time: 32.7540130615, propagate_backward_time: 74.1294708252, weight_update_time: 0.1229116544, other_time: 2.0270614624
epoch time: 7.0746583939s, input_fired_time: 0.1274307668, output_fired_time: 0.0000000000, propagate_forward_time: 6.5742607117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3729667664
validation[          , genome  7106] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       774.00867, best error:       774.00867 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.6812515259s, input_fired_time: 0.9664486647, output_fired_time: 0.6858124137, propagate_forward_time: 32.7715606689, propagate_backward_time: 74.2481079102, weight_update_time: 0.1211629957, other_time: 2.0093231201
epoch time: 7.0620136261s, input_fired_time: 0.1278445274, output_fired_time: 0.0000000000, propagate_forward_time: 6.5750246048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591446877
validation[          , genome  7106] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       891.76929, best error:       774.00867 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.7659225464s, input_fired_time: 0.9641296864, output_fired_time: 0.6848444343, propagate_forward_time: 32.7952575684, propagate_backward_time: 74.2951049805, weight_update_time: 0.1291466057, other_time: 2.0265884399
epoch time: 7.1119184494s, input_fired_time: 0.1259227544, output_fired_time: 0.0000000000, propagate_forward_time: 6.6180529594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679428101
validation[          , genome  7106] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       915.58722, best error:       774.00867 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.9032745361s, input_fired_time: 0.9649635553, output_fired_time: 0.6854738593, propagate_forward_time: 32.9442787170, propagate_backward_time: 74.3114318848, weight_update_time: 0.1206717268, other_time: 1.9971313477
epoch time: 7.0765929222s, input_fired_time: 0.1240982190, output_fired_time: 0.0000000000, propagate_forward_time: 6.5904016495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620929718
validation[          , genome  7106] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       823.24127, best error:       774.00867 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 110.8129653931s, input_fired_time: 0.9558977485, output_fired_time: 0.6891572475, propagate_forward_time: 32.8593864441, propagate_backward_time: 74.2951354980, weight_update_time: 0.1220323145, other_time: 2.0133972168
epoch time: 7.0737276077s, input_fired_time: 0.1257453859, output_fired_time: 0.0000000000, propagate_forward_time: 6.5850186348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3629636765
validation[          , genome  7106] predictions:    9765/  10000 (97.65%), best:    9758/10000 (97.58%), error:       780.51880, best error:       774.00867 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.5633850098s, input_fired_time: 0.9631638527, output_fired_time: 0.6844402552, propagate_forward_time: 32.7007675171, propagate_backward_time: 74.2046508789, weight_update_time: 0.1232123598, other_time: 2.0103607178
epoch time: 7.0659570694s, input_fired_time: 0.1269688606, output_fired_time: 0.0000000000, propagate_forward_time: 6.5699501038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690381050
validation[          , genome  7106] predictions:    9728/  10000 (97.28%), best:    9758/10000 (97.58%), error:       893.88281, best error:       774.00867 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 110.6747665405s, input_fired_time: 0.9660328031, output_fired_time: 0.6822996140, propagate_forward_time: 32.7364082336, propagate_backward_time: 74.2634963989, weight_update_time: 0.1225538701, other_time: 2.0265274048
epoch time: 7.0367708206s, input_fired_time: 0.1283624917, output_fired_time: 0.0000000000, propagate_forward_time: 6.5392756462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691325188
validation[          , genome  7106] predictions:    9670/  10000 (96.70%), best:    9758/10000 (97.58%), error:      1008.45984, best error:       774.00867 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 110.8636245728s, input_fired_time: 0.9686742425, output_fired_time: 0.6730297208, propagate_forward_time: 32.8780632019, propagate_backward_time: 74.3267822266, weight_update_time: 0.1223876551, other_time: 2.0170745850
epoch time: 7.0319490433s, input_fired_time: 0.1292644590, output_fired_time: 0.0000000000, propagate_forward_time: 6.5362710953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664135933
validation[          , genome  7106] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       739.81860, best error:       739.81860 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 110.6696701050s, input_fired_time: 0.9640250802, output_fired_time: 0.6752321720, propagate_forward_time: 32.8190803528, propagate_backward_time: 74.1920242310, weight_update_time: 0.1255171746, other_time: 2.0193099976
epoch time: 7.0481901169s, input_fired_time: 0.1385663152, output_fired_time: 0.0000000000, propagate_forward_time: 6.5493187904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603048325
validation[          , genome  7106] predictions:    9734/  10000 (97.34%), best:    9781/10000 (97.81%), error:       861.33417, best error:       739.81860 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 110.7119598389s, input_fired_time: 0.9629143476, output_fired_time: 0.6784615517, propagate_forward_time: 32.7871360779, propagate_backward_time: 74.2720260620, weight_update_time: 0.1208383366, other_time: 2.0114212036
epoch time: 7.1225986481s, input_fired_time: 0.1272220165, output_fired_time: 0.0000000000, propagate_forward_time: 6.6286430359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667335510
validation[          , genome  7106] predictions:    9660/  10000 (96.60%), best:    9781/10000 (97.81%), error:      1061.67883, best error:       739.81860 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 110.9154434204s, input_fired_time: 0.9685315490, output_fired_time: 0.6909365058, propagate_forward_time: 32.7833290100, propagate_backward_time: 74.4440078735, weight_update_time: 0.1313201636, other_time: 2.0286483765
epoch time: 7.1003894806s, input_fired_time: 0.1322720349, output_fired_time: 0.0000000000, propagate_forward_time: 6.6038064957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643107414
validation[          , genome  7106] predictions:    9730/  10000 (97.30%), best:    9781/10000 (97.81%), error:       852.76819, best error:       739.81860 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.9951324463s, input_fired_time: 0.9631459117, output_fired_time: 0.6911583543, propagate_forward_time: 32.9177093506, propagate_backward_time: 74.4086914062, weight_update_time: 0.1223369166, other_time: 2.0144271851
epoch time: 7.0233917236s, input_fired_time: 0.1257298142, output_fired_time: 0.0000000000, propagate_forward_time: 6.5359649658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616967201
validation[          , genome  7106] predictions:    9737/  10000 (97.37%), best:    9781/10000 (97.81%), error:       893.31744, best error:       739.81860 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 110.8145065308s, input_fired_time: 0.9630150795, output_fired_time: 0.6937618852, propagate_forward_time: 32.8194694519, propagate_backward_time: 74.3201675415, weight_update_time: 0.1213454381, other_time: 2.0180892944
epoch time: 7.0494737625s, input_fired_time: 0.1299389005, output_fired_time: 0.0000000000, propagate_forward_time: 6.5506196022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689150810
validation[          , genome  7106] predictions:    9705/  10000 (97.05%), best:    9781/10000 (97.81%), error:       918.27161, best error:       739.81860 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 110.7867584229s, input_fired_time: 0.9723485708, output_fired_time: 0.6775300503, propagate_forward_time: 32.9037513733, propagate_backward_time: 74.2126922607, weight_update_time: 0.1249170452, other_time: 2.0204315186
epoch time: 7.0791916847s, input_fired_time: 0.1249107346, output_fired_time: 0.0000000000, propagate_forward_time: 6.5842404366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700404167
validation[          , genome  7106] predictions:    9557/  10000 (95.57%), best:    9781/10000 (97.81%), error:      1363.38086, best error:       739.81860 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.9269027710s, input_fired_time: 0.9659968615, output_fired_time: 0.6799641848, propagate_forward_time: 32.9778366089, propagate_backward_time: 74.2907180786, weight_update_time: 0.1219014674, other_time: 2.0123901367
epoch time: 7.1034140587s, input_fired_time: 0.1303067356, output_fired_time: 0.0000000000, propagate_forward_time: 6.6074790955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656282425
validation[          , genome  7106] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       829.44537, best error:       739.81860 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 111.0833282471s, input_fired_time: 0.9608412385, output_fired_time: 0.6920749545, propagate_forward_time: 32.9080963135, propagate_backward_time: 74.4780883789, weight_update_time: 0.1283013076, other_time: 2.0442276001
epoch time: 7.0526304245s, input_fired_time: 0.1252971441, output_fired_time: 0.0000000000, propagate_forward_time: 6.5653467178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619866371
validation[          , genome  7106] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       882.76245, best error:       739.81860 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.8080825806s, input_fired_time: 0.9626004100, output_fired_time: 0.6968600154, propagate_forward_time: 32.7859039307, propagate_backward_time: 74.3347091675, weight_update_time: 0.1268222779, other_time: 2.0280075073
epoch time: 7.1100807190s, input_fired_time: 0.1261017025, output_fired_time: 0.0000000000, propagate_forward_time: 6.6213741302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626050949
validation[          , genome  7106] predictions:    9659/  10000 (96.59%), best:    9781/10000 (97.81%), error:      1075.48413, best error:       739.81860 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 111.2678451538s, input_fired_time: 0.9876316786, output_fired_time: 0.6893741488, propagate_forward_time: 32.9788017273, propagate_backward_time: 74.6105804443, weight_update_time: 0.1206987575, other_time: 2.0014495850
epoch time: 7.1015458107s, input_fired_time: 0.1284436136, output_fired_time: 0.0000000000, propagate_forward_time: 6.6100878716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630142212
validation[          , genome  7106] predictions:    9729/  10000 (97.29%), best:    9781/10000 (97.81%), error:       860.59814, best error:       739.81860 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 110.9426040649s, input_fired_time: 0.9701337218, output_fired_time: 0.6893836260, propagate_forward_time: 32.8301811218, propagate_backward_time: 74.4451065063, weight_update_time: 0.1206522882, other_time: 2.0078048706
epoch time: 7.1009030342s, input_fired_time: 0.1275786906, output_fired_time: 0.0000000000, propagate_forward_time: 6.5977406502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755836487
validation[          , genome  7106] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       799.90265, best error:       739.81860 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 110.9380874634s, input_fired_time: 0.9660959840, output_fired_time: 0.6856332421, propagate_forward_time: 32.8819084167, propagate_backward_time: 74.4033203125, weight_update_time: 0.1202101484, other_time: 2.0011291504
epoch time: 7.0862736702s, input_fired_time: 0.1253505945, output_fired_time: 0.0000000000, propagate_forward_time: 6.6040372849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568859100
validation[          , genome  7106] predictions:    9697/  10000 (96.97%), best:    9781/10000 (97.81%), error:       963.23236, best error:       739.81860 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 111.4485931396s, input_fired_time: 0.9580687284, output_fired_time: 0.6876938343, propagate_forward_time: 32.9978752136, propagate_backward_time: 74.7836151123, weight_update_time: 0.1257792413, other_time: 2.0213470459
epoch time: 7.0820207596s, input_fired_time: 0.1260817498, output_fired_time: 0.0000000000, propagate_forward_time: 6.5909113884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3650274277
validation[          , genome  7106] predictions:    9730/  10000 (97.30%), best:    9781/10000 (97.81%), error:       839.22064, best error:       739.81860 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.8885040283s, input_fired_time: 0.9841035008, output_fired_time: 0.6908087730, propagate_forward_time: 32.8557014465, propagate_backward_time: 74.3549194336, weight_update_time: 0.1238484234, other_time: 2.0029754639
epoch time: 7.0728144646s, input_fired_time: 0.1301128864, output_fired_time: 0.0000000000, propagate_forward_time: 6.5741939545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685073853
validation[          , genome  7106] predictions:    9732/  10000 (97.32%), best:    9781/10000 (97.81%), error:       891.90674, best error:       739.81860 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.2089843750s, input_fired_time: 0.9697903395, output_fired_time: 0.6870241165, propagate_forward_time: 32.9500160217, propagate_backward_time: 74.5793151855, weight_update_time: 0.1216745228, other_time: 2.0228424072
epoch time: 7.1224293709s, input_fired_time: 0.1299742907, output_fired_time: 0.0000000000, propagate_forward_time: 6.6263079643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661470413
validation[          , genome  7106] predictions:    9708/  10000 (97.08%), best:    9781/10000 (97.81%), error:       957.39874, best error:       739.81860 on epoch:    39, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 111.1206283569s, input_fired_time: 0.9825875163, output_fired_time: 0.6796699166, propagate_forward_time: 32.9071807861, propagate_backward_time: 74.5204772949, weight_update_time: 0.1209313571, other_time: 2.0307083130
epoch time: 7.1270842552s, input_fired_time: 0.1326791495, output_fired_time: 0.0000000000, propagate_forward_time: 6.6218037605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726015091
validation[          , genome  7106] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       810.96344, best error:       739.81860 on epoch:    39, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 111.1436462402s, input_fired_time: 0.9897988439, output_fired_time: 0.6813287139, propagate_forward_time: 32.9370536804, propagate_backward_time: 74.5201721191, weight_update_time: 0.1223518625, other_time: 2.0152893066
epoch time: 7.0836958885s, input_fired_time: 0.1279483140, output_fired_time: 0.0000000000, propagate_forward_time: 6.5964560509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592915535
validation[          , genome  7106] predictions:    9764/  10000 (97.64%), best:    9781/10000 (97.81%), error:       784.83850, best error:       739.81860 on epoch:    39, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.1663894653s, input_fired_time: 0.9721177816, output_fired_time: 0.6792042255, propagate_forward_time: 32.9372138977, propagate_backward_time: 74.5589828491, weight_update_time: 0.1216882691, other_time: 2.0188674927
epoch time: 7.0973434448s, input_fired_time: 0.1348887086, output_fired_time: 0.0000000000, propagate_forward_time: 6.5955786705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668761253
validation[          , genome  7106] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       840.29132, best error:       739.81860 on epoch:    39, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 111.1804885864s, input_fired_time: 0.9776821733, output_fired_time: 0.6822121143, propagate_forward_time: 32.9280090332, propagate_backward_time: 74.5890960693, weight_update_time: 0.1230507046, other_time: 2.0034866333
epoch time: 7.0662422180s, input_fired_time: 0.1267533600, output_fired_time: 0.0000000000, propagate_forward_time: 6.5750513077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644375801
validation[          , genome  7106] predictions:    9664/  10000 (96.64%), best:    9781/10000 (97.81%), error:      1050.10522, best error:       739.81860 on epoch:    39, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 111.4400329590s, input_fired_time: 0.9702618122, output_fired_time: 0.6866221428, propagate_forward_time: 33.0041389465, propagate_backward_time: 74.7648162842, weight_update_time: 0.1248155534, other_time: 2.0141906738
epoch time: 7.0989613533s, input_fired_time: 0.1299764216, output_fired_time: 0.0000000000, propagate_forward_time: 6.6049461365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640389442
validation[          , genome  7106] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       826.32892, best error:       739.81860 on epoch:    39, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.1044158936s, input_fired_time: 0.9654531479, output_fired_time: 0.6884960532, propagate_forward_time: 32.9119415283, propagate_backward_time: 74.5251159668, weight_update_time: 0.1234970167, other_time: 2.0134048462
epoch time: 7.0907092094s, input_fired_time: 0.1342239678, output_fired_time: 0.0000000000, propagate_forward_time: 6.5892796516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672056198
validation[          , genome  7106] predictions:    9711/  10000 (97.11%), best:    9781/10000 (97.81%), error:       897.92505, best error:       739.81860 on epoch:    39, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 111.0807876587s, input_fired_time: 0.9814290404, output_fired_time: 0.6824295521, propagate_forward_time: 32.9237518311, propagate_backward_time: 74.4811401367, weight_update_time: 0.1223016158, other_time: 2.0120391846
epoch time: 7.1044888496s, input_fired_time: 0.1299293339, output_fired_time: 0.0000000000, propagate_forward_time: 6.6053452492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692140579
validation[          , genome  7106] predictions:    9743/  10000 (97.43%), best:    9781/10000 (97.81%), error:       911.09125, best error:       739.81860 on epoch:    39, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 111.2500381470s, input_fired_time: 1.0048415661, output_fired_time: 0.6918500662, propagate_forward_time: 32.9434432983, propagate_backward_time: 74.5851898193, weight_update_time: 0.1273756474, other_time: 2.0247116089
epoch time: 7.0641717911s, input_fired_time: 0.1319279820, output_fired_time: 0.0000000000, propagate_forward_time: 6.5626635551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695802689
validation[          , genome  7106] predictions:    9725/  10000 (97.25%), best:    9781/10000 (97.81%), error:       929.45197, best error:       739.81860 on epoch:    39, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 111.0247650146s, input_fired_time: 0.9837267995, output_fired_time: 0.6873031259, propagate_forward_time: 32.9741935730, propagate_backward_time: 74.3680114746, weight_update_time: 0.1204733923, other_time: 2.0115356445
epoch time: 7.0911011696s, input_fired_time: 0.1307556927, output_fired_time: 0.0000000000, propagate_forward_time: 6.6010589600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3592863083
validation[          , genome  7106] predictions:    9736/  10000 (97.36%), best:    9781/10000 (97.81%), error:       837.02094, best error:       739.81860 on epoch:    39, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 111.0733795166s, input_fired_time: 0.9816229343, output_fired_time: 0.6830095053, propagate_forward_time: 32.8925895691, propagate_backward_time: 74.5050430298, weight_update_time: 0.1250569373, other_time: 2.0111160278
epoch time: 7.0794844627s, input_fired_time: 0.1317051947, output_fired_time: 0.0000000000, propagate_forward_time: 6.5818238258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3659553528
validation[          , genome  7106] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       734.02905, best error:       734.02905 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 111.2212677002s, input_fired_time: 0.9814336300, output_fired_time: 0.6868947148, propagate_forward_time: 32.9221839905, propagate_backward_time: 74.6024017334, weight_update_time: 0.1329631656, other_time: 2.0283508301
epoch time: 7.0582828522s, input_fired_time: 0.1331941336, output_fired_time: 0.0000000000, propagate_forward_time: 6.5609931946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640956879
validation[          , genome  7106] predictions:    9774/  10000 (97.74%), best:    9784/10000 (97.84%), error:       779.00732, best error:       734.02905 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 110.8442535400s, input_fired_time: 0.9821653962, output_fired_time: 0.6805821657, propagate_forward_time: 32.8466148376, propagate_backward_time: 74.3167572021, weight_update_time: 0.1217168272, other_time: 2.0181427002
epoch time: 7.0925016403s, input_fired_time: 0.1296368390, output_fired_time: 0.0000000000, propagate_forward_time: 6.6009507179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619141579
validation[          , genome  7106] predictions:    9734/  10000 (97.34%), best:    9784/10000 (97.84%), error:       846.40686, best error:       734.02905 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 111.2553024292s, input_fired_time: 0.9793425798, output_fired_time: 0.6748161912, propagate_forward_time: 33.0019798279, propagate_backward_time: 74.5895080566, weight_update_time: 0.1205486208, other_time: 2.0096588135
epoch time: 7.0812573433s, input_fired_time: 0.1310328990, output_fired_time: 0.0000000000, propagate_forward_time: 6.5747938156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754305840
validation[          , genome  7106] predictions:    9704/  10000 (97.04%), best:    9784/10000 (97.84%), error:       917.30817, best error:       734.02905 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 111.1490554810s, input_fired_time: 0.9803933501, output_fired_time: 0.6833668351, propagate_forward_time: 32.9592971802, propagate_backward_time: 74.5022430420, weight_update_time: 0.1217629910, other_time: 2.0237579346
epoch time: 7.0417890549s, input_fired_time: 0.1333481073, output_fired_time: 0.0000000000, propagate_forward_time: 6.5482091904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602318764
validation[          , genome  7106] predictions:    9746/  10000 (97.46%), best:    9784/10000 (97.84%), error:       835.60992, best error:       734.02905 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 111.1712188721s, input_fired_time: 0.9782909155, output_fired_time: 0.6841840148, propagate_forward_time: 32.9099693298, propagate_backward_time: 74.5845718384, weight_update_time: 0.1230715215, other_time: 2.0141983032
epoch time: 7.0799956322s, input_fired_time: 0.1288246214, output_fired_time: 0.0000000000, propagate_forward_time: 6.5926494598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585214615
validation[          , genome  7106] predictions:    9759/  10000 (97.59%), best:    9784/10000 (97.84%), error:       777.58960, best error:       734.02905 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.2751007080s, input_fired_time: 0.9768276811, output_fired_time: 0.6872101426, propagate_forward_time: 32.9975700378, propagate_backward_time: 74.5990905762, weight_update_time: 0.1210615188, other_time: 2.0144042969
epoch time: 7.1062932014s, input_fired_time: 0.1300600618, output_fired_time: 0.0000000000, propagate_forward_time: 6.6152567863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609762192
validation[          , genome  7106] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       718.36243, best error:       718.36243 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.9987487793s, input_fired_time: 0.9876722097, output_fired_time: 0.6794164777, propagate_forward_time: 32.8817558289, propagate_backward_time: 74.4237976074, weight_update_time: 0.1218659133, other_time: 2.0261077881
epoch time: 7.0770463943s, input_fired_time: 0.1295698136, output_fired_time: 0.0000000000, propagate_forward_time: 6.5896530151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3578233719
validation[          , genome  7106] predictions:    9751/  10000 (97.51%), best:    9797/10000 (97.97%), error:       849.21960, best error:       718.36243 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 111.8746795654s, input_fired_time: 0.9987868667, output_fired_time: 0.6891708374, propagate_forward_time: 33.2085189819, propagate_backward_time: 74.9310989380, weight_update_time: 0.1221824586, other_time: 2.0471038818
epoch time: 7.0257744789s, input_fired_time: 0.1365753114, output_fired_time: 0.0000000000, propagate_forward_time: 6.5247359276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644633293
validation[          , genome  7106] predictions:    9738/  10000 (97.38%), best:    9797/10000 (97.97%), error:       859.71490, best error:       718.36243 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 111.3166427612s, input_fired_time: 0.9746021032, output_fired_time: 0.6817239523, propagate_forward_time: 32.9708328247, propagate_backward_time: 74.6654739380, weight_update_time: 0.1213485748, other_time: 2.0240097046
epoch time: 7.1273460388s, input_fired_time: 0.1290009320, output_fired_time: 0.0000000000, propagate_forward_time: 6.6340851784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642597198
validation[          , genome  7106] predictions:    9743/  10000 (97.43%), best:    9797/10000 (97.97%), error:       881.67975, best error:       718.36243 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 111.0796432495s, input_fired_time: 0.9819306135, output_fired_time: 0.6878386736, propagate_forward_time: 32.8242645264, propagate_backward_time: 74.5751571655, weight_update_time: 0.1222520173, other_time: 2.0104522705
epoch time: 7.0986094475s, input_fired_time: 0.1289162040, output_fired_time: 0.0000000000, propagate_forward_time: 6.6113839149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3583092690
validation[          , genome  7106] predictions:    9721/  10000 (97.21%), best:    9797/10000 (97.97%), error:       857.80920, best error:       718.36243 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 111.2618255615s, input_fired_time: 0.9930545092, output_fired_time: 0.6803233624, propagate_forward_time: 32.9375572205, propagate_backward_time: 74.6412506104, weight_update_time: 0.1209140271, other_time: 2.0096435547
epoch time: 7.1058516502s, input_fired_time: 0.1308946311, output_fired_time: 0.0000000000, propagate_forward_time: 6.6104445457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645124435
validation[          , genome  7106] predictions:    9636/  10000 (96.36%), best:    9797/10000 (97.97%), error:      1122.93018, best error:       718.36243 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 111.1964416504s, input_fired_time: 0.9794444442, output_fired_time: 0.6938876510, propagate_forward_time: 32.9520988464, propagate_backward_time: 74.5451736450, weight_update_time: 0.1217117235, other_time: 2.0258407593
epoch time: 7.1210308075s, input_fired_time: 0.1363323182, output_fired_time: 0.0000000000, propagate_forward_time: 6.6150374413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3696608543
validation[          , genome  7106] predictions:    9753/  10000 (97.53%), best:    9797/10000 (97.97%), error:       805.39508, best error:       718.36243 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 111.0950012207s, input_fired_time: 0.9840892553, output_fired_time: 0.6913611293, propagate_forward_time: 32.8155822754, propagate_backward_time: 74.5820846558, weight_update_time: 0.1272712797, other_time: 2.0218811035
epoch time: 7.0876107216s, input_fired_time: 0.1348081231, output_fired_time: 0.0000000000, propagate_forward_time: 6.5832328796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695697784
validation[          , genome  7106] predictions:    9687/  10000 (96.87%), best:    9797/10000 (97.97%), error:      1039.36816, best error:       718.36243 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 110.9523620605s, input_fired_time: 0.9865987897, output_fired_time: 0.6920450926, propagate_forward_time: 32.8456306458, propagate_backward_time: 74.4189300537, weight_update_time: 0.1202013716, other_time: 2.0091552734
epoch time: 7.0996408463s, input_fired_time: 0.1295707673, output_fired_time: 0.0000000000, propagate_forward_time: 6.6070017815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630681038
validation[          , genome  7106] predictions:    9770/  10000 (97.70%), best:    9797/10000 (97.97%), error:       784.61694, best error:       718.36243 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 111.1867065430s, input_fired_time: 0.9996625185, output_fired_time: 0.6857018471, propagate_forward_time: 32.9811286926, propagate_backward_time: 74.5138778687, weight_update_time: 0.1204353720, other_time: 2.0063400269
epoch time: 7.1786570549s, input_fired_time: 0.1349733770, output_fired_time: 0.0000000000, propagate_forward_time: 6.6817631721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619203568
validation[          , genome  7106] predictions:    9763/  10000 (97.63%), best:    9797/10000 (97.97%), error:       794.61969, best error:       718.36243 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.0706634521s, input_fired_time: 0.9726916552, output_fired_time: 0.7043450475, propagate_forward_time: 32.8871231079, propagate_backward_time: 74.5060501099, weight_update_time: 0.1240181252, other_time: 2.0004501343
epoch time: 7.1183891296s, input_fired_time: 0.1329055279, output_fired_time: 0.0000000000, propagate_forward_time: 6.6084961891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769874573
validation[          , genome  7106] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       800.64404, best error:       718.36243 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.1380538940s, input_fired_time: 0.9993806481, output_fired_time: 0.6997765899, propagate_forward_time: 32.9176864624, propagate_backward_time: 74.5009460449, weight_update_time: 0.1262960881, other_time: 2.0202636719
epoch time: 7.0511593819s, input_fired_time: 0.1350553334, output_fired_time: 0.0000000000, propagate_forward_time: 6.5522165298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638873100
validation[          , genome  7106] predictions:    9772/  10000 (97.72%), best:    9797/10000 (97.97%), error:       762.38416, best error:       718.36243 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 111.4038162231s, input_fired_time: 0.9992751479, output_fired_time: 0.6786062717, propagate_forward_time: 33.0872344971, propagate_backward_time: 74.6419601440, weight_update_time: 0.1214912906, other_time: 1.9967422485
epoch time: 7.1322398186s, input_fired_time: 0.1296954304, output_fired_time: 0.0000000000, propagate_forward_time: 6.6352605820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672838211
validation[          , genome  7106] predictions:    9702/  10000 (97.02%), best:    9797/10000 (97.97%), error:       937.66547, best error:       718.36243 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 111.1127319336s, input_fired_time: 0.9929013252, output_fired_time: 0.6890041232, propagate_forward_time: 32.9488372803, propagate_backward_time: 74.4585418701, weight_update_time: 0.1240759343, other_time: 2.0234451294
epoch time: 7.0301742554s, input_fired_time: 0.1331025213, output_fired_time: 0.0000000000, propagate_forward_time: 6.5308127403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3662590981
validation[          , genome  7106] predictions:    9761/  10000 (97.61%), best:    9797/10000 (97.97%), error:       771.93604, best error:       718.36243 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 111.1149444580s, input_fired_time: 0.9863473773, output_fired_time: 0.6861182451, propagate_forward_time: 32.9591789246, propagate_backward_time: 74.4702453613, weight_update_time: 0.1241103113, other_time: 2.0130462646
epoch time: 7.1223011017s, input_fired_time: 0.1311767548, output_fired_time: 0.0000000000, propagate_forward_time: 6.6254687309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656554222
validation[          , genome  7106] predictions:    9692/  10000 (96.92%), best:    9797/10000 (97.97%), error:      1004.56781, best error:       718.36243 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 111.0661163330s, input_fired_time: 0.9905690551, output_fired_time: 0.6861783266, propagate_forward_time: 32.8476066589, propagate_backward_time: 74.4961547852, weight_update_time: 0.1246374920, other_time: 2.0456085205
epoch time: 7.0608415604s, input_fired_time: 0.1308924407, output_fired_time: 0.0000000000, propagate_forward_time: 6.5672469139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627023697
validation[          , genome  7106] predictions:    9767/  10000 (97.67%), best:    9797/10000 (97.97%), error:       763.94727, best error:       718.36243 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.0436248779s, input_fired_time: 0.9873399734, output_fired_time: 0.6837762594, propagate_forward_time: 32.8570404053, propagate_backward_time: 74.5032806396, weight_update_time: 0.1210784391, other_time: 2.0121841431
epoch time: 7.1325812340s, input_fired_time: 0.1333380193, output_fired_time: 0.0000000000, propagate_forward_time: 6.6347913742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644518852
validation[          , genome  7106] predictions:    9754/  10000 (97.54%), best:    9797/10000 (97.97%), error:       832.21710, best error:       718.36243 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 111.5429611206s, input_fired_time: 0.9945104718, output_fired_time: 0.6937829256, propagate_forward_time: 33.0944252014, propagate_backward_time: 74.7495040894, weight_update_time: 0.1209353507, other_time: 2.0107345581
epoch time: 7.0653486252s, input_fired_time: 0.1319043189, output_fired_time: 0.0000000000, propagate_forward_time: 6.5693378448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641066551
validation[          , genome  7106] predictions:    9729/  10000 (97.29%), best:    9797/10000 (97.97%), error:       908.85413, best error:       718.36243 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.2704925537s, input_fired_time: 0.9910025001, output_fired_time: 0.6904829144, propagate_forward_time: 33.0364265442, propagate_backward_time: 74.5260848999, weight_update_time: 0.1285984814, other_time: 2.0264968872
epoch time: 7.0712137222s, input_fired_time: 0.1369603574, output_fired_time: 0.0000000000, propagate_forward_time: 6.5731658936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610873222
validation[          , genome  7106] predictions:    9739/  10000 (97.39%), best:    9797/10000 (97.97%), error:       820.08807, best error:       718.36243 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 111.2997741699s, input_fired_time: 0.9967623353, output_fired_time: 0.6956219077, propagate_forward_time: 32.9331359863, propagate_backward_time: 74.6659927368, weight_update_time: 0.1207847446, other_time: 2.0082550049
epoch time: 7.0901017189s, input_fired_time: 0.1324671358, output_fired_time: 0.0000000000, propagate_forward_time: 6.5907559395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668785095
validation[          , genome  7106] predictions:    9749/  10000 (97.49%), best:    9797/10000 (97.97%), error:       847.49542, best error:       718.36243 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 111.4193420410s, input_fired_time: 1.0070073605, output_fired_time: 0.6804570556, propagate_forward_time: 32.9372673035, propagate_backward_time: 74.7765045166, weight_update_time: 0.1216841415, other_time: 2.0181121826
epoch time: 7.0750389099s, input_fired_time: 0.1309321225, output_fired_time: 0.0000000000, propagate_forward_time: 6.5818424225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622641563
validation[          , genome  7106] predictions:    9741/  10000 (97.41%), best:    9797/10000 (97.97%), error:       833.02759, best error:       718.36243 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.5299606323s, input_fired_time: 1.0061798096, output_fired_time: 0.6958464384, propagate_forward_time: 33.0183219910, propagate_backward_time: 74.8151092529, weight_update_time: 0.1254843920, other_time: 1.9945068359
epoch time: 7.1541099548s, input_fired_time: 0.1347785145, output_fired_time: 0.0000000000, propagate_forward_time: 6.6410217285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783097267
validation[          , genome  7106] predictions:    9713/  10000 (97.13%), best:    9797/10000 (97.97%), error:       941.15082, best error:       718.36243 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 111.2118225098s, input_fired_time: 0.9947852492, output_fired_time: 0.6888935566, propagate_forward_time: 32.9360198975, propagate_backward_time: 74.6019668579, weight_update_time: 0.1206987873, other_time: 1.9901580811
epoch time: 7.0614604950s, input_fired_time: 0.1349740475, output_fired_time: 0.0000000000, propagate_forward_time: 6.5655426979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3609437943
validation[          , genome  7106] predictions:    9744/  10000 (97.44%), best:    9797/10000 (97.97%), error:       907.10809, best error:       718.36243 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 111.4776611328s, input_fired_time: 1.0066951513, output_fired_time: 0.6865980029, propagate_forward_time: 32.9726142883, propagate_backward_time: 74.7811889648, weight_update_time: 0.1285273731, other_time: 2.0305633545
epoch time: 7.1022963524s, input_fired_time: 0.1303584278, output_fired_time: 0.0000000000, propagate_forward_time: 6.6065273285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654108047
validation[          , genome  7106] predictions:    9781/  10000 (97.81%), best:    9797/10000 (97.97%), error:       750.18811, best error:       718.36243 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.1344299316s, input_fired_time: 0.9927533269, output_fired_time: 0.6841657162, propagate_forward_time: 32.9259986877, propagate_backward_time: 74.5286331177, weight_update_time: 0.1247997954, other_time: 2.0028762817
epoch time: 7.0665555000s, input_fired_time: 0.1319835335, output_fired_time: 0.0000000000, propagate_forward_time: 6.5698204041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647513390
validation[          , genome  7106] predictions:    9730/  10000 (97.30%), best:    9797/10000 (97.97%), error:       887.89618, best error:       718.36243 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.1761322021s, input_fired_time: 0.9909409285, output_fired_time: 0.6791622043, propagate_forward_time: 32.9382324219, propagate_backward_time: 74.5460891724, weight_update_time: 0.1258435398, other_time: 2.0217056274
epoch time: 7.0486478806s, input_fired_time: 0.1392507404, output_fired_time: 0.0000000000, propagate_forward_time: 6.5455961227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638010025
validation[          , genome  7106] predictions:    9728/  10000 (97.28%), best:    9797/10000 (97.97%), error:       931.44360, best error:       718.36243 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.9688034058s, input_fired_time: 1.0111287832, output_fired_time: 0.6783993244, propagate_forward_time: 32.8629951477, propagate_backward_time: 74.3891983032, weight_update_time: 0.1237775385, other_time: 2.0270767212
epoch time: 7.0713253021s, input_fired_time: 0.1305768490, output_fired_time: 0.0000000000, propagate_forward_time: 6.5687174797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3720307350
validation[          , genome  7106] predictions:    9291/  10000 (92.91%), best:    9797/10000 (97.97%), error:      2306.13403, best error:       718.36243 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

resetting weights to those on epoch: 70
epoch time: 111.3556671143s, input_fired_time: 0.9937598109, output_fired_time: 0.6845710278, propagate_forward_time: 32.9974594116, propagate_backward_time: 74.6702957153, weight_update_time: 0.1240804046, other_time: 2.0095825195
epoch time: 7.0924854279s, input_fired_time: 0.1322460622, output_fired_time: 0.0000000000, propagate_forward_time: 6.5997757912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604636192
validation[          , genome  7106] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       698.57977, best error:       698.57977 on epoch:    97, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.4114761353s, input_fired_time: 0.9895936251, output_fired_time: 0.6872458458, propagate_forward_time: 33.0046157837, propagate_backward_time: 74.7136077881, weight_update_time: 0.1232085004, other_time: 2.0164108276
epoch time: 7.1338143349s, input_fired_time: 0.1427216828, output_fired_time: 0.0000000000, propagate_forward_time: 6.6220498085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690428734
validation[          , genome  7106] predictions:    9783/  10000 (97.83%), best:    9785/10000 (97.85%), error:       726.11011, best error:       698.57977 on epoch:    97, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 111.2824020386s, input_fired_time: 0.9891347289, output_fired_time: 0.6917168498, propagate_forward_time: 32.9163780212, propagate_backward_time: 74.6850433350, weight_update_time: 0.1257058680, other_time: 2.0001220703
epoch time: 7.0571708679s, input_fired_time: 0.1313795596, output_fired_time: 0.0000000000, propagate_forward_time: 6.5625824928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632087708
validation[          , genome  7106] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       739.98651, best error:       698.57977 on epoch:    97, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.4013595581s, input_fired_time: 0.9992725849, output_fired_time: 0.6886771321, propagate_forward_time: 32.9839668274, propagate_backward_time: 74.7091064453, weight_update_time: 0.1232940480, other_time: 2.0203399658
epoch time: 7.0979862213s, input_fired_time: 0.1296215504, output_fired_time: 0.0000000000, propagate_forward_time: 6.5961990356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721656799
validation[          , genome  7106] predictions:    9778/  10000 (97.78%), best:    9785/10000 (97.85%), error:       721.25128, best error:       698.57977 on epoch:    97, 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: 35.3186569214s, input_fired_time: 0.6557093859, output_fired_time: 0.0000000000, propagate_forward_time: 32.7952003479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8677482605
best training[          , genome  7106] predictions:   49746/  50000 (99.49%), best:    9785/10000 (97.85%), error:      1256.22009, best error:       698.57977 on epoch:    97, 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: 7.1133303642s, input_fired_time: 0.1292939037, output_fired_time: 0.0000000000, propagate_forward_time: 6.6172342300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668022156
   testing[          , genome  7106] predictions:    9812/  10000 (98.12%), best:    9785/10000 (97.85%), error:       639.67487, best error:       698.57977 on epoch:    97, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:02:02 (98352): called boinc_finish(0)

</stderr_txt>
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