Nameexact_genome_1512568488_45_7101_0
Workunit2606708
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline13 Dec 2017, 10:42:28 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 28 min 19 sec
CPU time2 hours 45 min 38 sec
Validate stateValid
Credit1,362.83
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.51 MB
Peak swap size158.41 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
500885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9470605850
validation[          , genome  7101] predictions:    9647/  10000 (96.47%), best:    9703/10000 (97.03%), error:      1155.86682, best error:      1016.10089 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 156.6583557129s, input_fired_time: 1.5162910223, output_fired_time: 1.0934705734, propagate_forward_time: 60.4189338684, propagate_backward_time: 89.4732666016, weight_update_time: 0.1848463714, other_time: 4.1563873291
epoch time: 13.3571720123s, input_fired_time: 0.1503704190, output_fired_time: 0.0000000000, propagate_forward_time: 12.6020898819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6047115326
validation[          , genome  7101] predictions:    9595/  10000 (95.95%), best:    9703/10000 (97.03%), error:      1256.21838, best error:      1016.10089 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 163.0960693359s, input_fired_time: 1.3817894459, output_fired_time: 1.1421537399, propagate_forward_time: 61.6153602600, propagate_backward_time: 94.7696533203, weight_update_time: 0.4970075488, other_time: 4.1871185303
epoch time: 14.7003488541s, input_fired_time: 0.1031029820, output_fired_time: 0.0000000000, propagate_forward_time: 13.1484737396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4487724304
validation[          , genome  7101] predictions:    9638/  10000 (96.38%), best:    9703/10000 (97.03%), error:      1197.31201, best error:      1016.10089 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 160.5710296631s, input_fired_time: 2.0392773151, output_fired_time: 1.4389877319, propagate_forward_time: 59.2294692993, propagate_backward_time: 92.7260055542, weight_update_time: 0.1351561844, other_time: 5.1372985840
epoch time: 7.3590216637s, input_fired_time: 0.0933866054, output_fired_time: 0.0000000000, propagate_forward_time: 6.8011808395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644541740
validation[          , genome  7101] predictions:    9610/  10000 (96.10%), best:    9703/10000 (97.03%), error:      1252.14746, best error:      1016.10089 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 96.3509063721s, input_fired_time: 0.7922520638, output_fired_time: 0.7924207449, propagate_forward_time: 36.4172134399, propagate_backward_time: 55.8529052734, weight_update_time: 0.1210898310, other_time: 2.4961166382
epoch time: 7.0091891289s, input_fired_time: 0.0883940756, output_fired_time: 0.0000000000, propagate_forward_time: 6.5251641273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956308365
validation[          , genome  7101] predictions:    9590/  10000 (95.90%), best:    9703/10000 (97.03%), error:      1345.69727, best error:      1016.10089 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 87.6269836426s, input_fired_time: 0.7520196438, output_fired_time: 0.6653076410, propagate_forward_time: 33.2290229797, propagate_backward_time: 50.6417617798, weight_update_time: 0.1231045574, other_time: 2.3388710022
epoch time: 8.5262069702s, input_fired_time: 0.1009371802, output_fired_time: 0.0000000000, propagate_forward_time: 7.9708209038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4544491768
validation[          , genome  7101] predictions:    9663/  10000 (96.63%), best:    9703/10000 (97.03%), error:      1123.79688, best error:      1016.10089 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 93.6125106812s, input_fired_time: 0.7582076788, output_fired_time: 0.6735612154, propagate_forward_time: 35.4199333191, propagate_backward_time: 54.0269126892, weight_update_time: 0.2182343900, other_time: 2.7338943481
epoch time: 7.4137458801s, input_fired_time: 0.0912110955, output_fired_time: 0.0000000000, propagate_forward_time: 6.8288245201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937100410
validation[          , genome  7101] predictions:    9716/  10000 (97.16%), best:    9716/10000 (97.16%), error:       942.17316, best error:       942.17316 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 89.1829452515s, input_fired_time: 0.7537186146, output_fired_time: 0.6650711894, propagate_forward_time: 33.6490287781, propagate_backward_time: 51.7220840454, weight_update_time: 0.1254208982, other_time: 2.3930473328
epoch time: 6.9325790405s, input_fired_time: 0.0884462819, output_fired_time: 0.0000000000, propagate_forward_time: 6.3542933464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4898395538
validation[          , genome  7101] predictions:    9696/  10000 (96.96%), best:    9716/10000 (97.16%), error:      1010.14679, best error:       942.17316 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 88.3045501709s, input_fired_time: 0.7760518193, output_fired_time: 0.6898445487, propagate_forward_time: 33.1411628723, propagate_backward_time: 51.2732162476, weight_update_time: 0.1196526065, other_time: 2.4242744446
epoch time: 6.5186843872s, input_fired_time: 0.0897180736, output_fired_time: 0.0000000000, propagate_forward_time: 6.0321092606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968572617
validation[          , genome  7101] predictions:    9703/  10000 (97.03%), best:    9716/10000 (97.16%), error:       988.61816, best error:       942.17316 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 86.3172683716s, input_fired_time: 0.7461007237, output_fired_time: 0.6543561220, propagate_forward_time: 32.5381660461, propagate_backward_time: 50.0684280396, weight_update_time: 0.1218153536, other_time: 2.3102149963
epoch time: 6.5993189812s, input_fired_time: 0.0890038833, output_fired_time: 0.0000000000, propagate_forward_time: 6.1171641350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931508064
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9716/10000 (97.16%), error:       993.74994, best error:       942.17316 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 91.5790100098s, input_fired_time: 0.8045973778, output_fired_time: 0.7155702710, propagate_forward_time: 34.6047019958, propagate_backward_time: 53.0149803162, weight_update_time: 0.1235873774, other_time: 2.4391632080
epoch time: 7.7297105789s, input_fired_time: 0.1005757526, output_fired_time: 0.0000000000, propagate_forward_time: 7.1811447144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4479899406
validation[          , genome  7101] predictions:    9672/  10000 (96.72%), best:    9716/10000 (97.16%), error:      1119.39722, best error:       942.17316 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 96.8642883301s, input_fired_time: 0.7487584352, output_fired_time: 0.7011514902, propagate_forward_time: 36.2102241516, propagate_backward_time: 56.4680519104, weight_update_time: 0.1680080891, other_time: 2.7361068726
epoch time: 7.2675938606s, input_fired_time: 0.0907477438, output_fired_time: 0.0000000000, propagate_forward_time: 6.7254366875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4514093399
validation[          , genome  7101] predictions:    9695/  10000 (96.95%), best:    9716/10000 (97.16%), error:      1015.21240, best error:       942.17316 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 87.2554321289s, input_fired_time: 0.7543157935, output_fired_time: 0.6814612746, propagate_forward_time: 32.8691062927, propagate_backward_time: 50.6175308228, weight_update_time: 0.1232873201, other_time: 2.3330192566
epoch time: 7.7761101723s, input_fired_time: 0.0899162367, output_fired_time: 0.0000000000, propagate_forward_time: 7.1877269745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984669685
validation[          , genome  7101] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       889.21564, best error:       889.21564 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 88.8994445801s, input_fired_time: 0.7624810338, output_fired_time: 0.6718307137, propagate_forward_time: 33.6127929688, propagate_backward_time: 51.4641685486, weight_update_time: 0.1241812855, other_time: 2.3881721497
epoch time: 7.4623537064s, input_fired_time: 0.0957044736, output_fired_time: 0.0000000000, propagate_forward_time: 6.8612804413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5053687096
validation[          , genome  7101] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       941.08783, best error:       889.21564 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 90.0998764038s, input_fired_time: 0.8026943803, output_fired_time: 0.7119122148, propagate_forward_time: 33.8674812317, propagate_backward_time: 52.3348655701, weight_update_time: 0.1228501275, other_time: 2.3829193115
epoch time: 7.2164735794s, input_fired_time: 0.0952462479, output_fired_time: 0.0000000000, propagate_forward_time: 6.6947913170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264359474
validation[          , genome  7101] predictions:    9725/  10000 (97.25%), best:    9726/10000 (97.26%), error:       946.71973, best error:       889.21564 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 91.4029235840s, input_fired_time: 0.7649877667, output_fired_time: 0.6751911044, propagate_forward_time: 34.4386253357, propagate_backward_time: 52.9384307861, weight_update_time: 0.2029528022, other_time: 2.5856895447
epoch time: 7.2184419632s, input_fired_time: 0.0888799578, output_fired_time: 0.0000000000, propagate_forward_time: 6.6886267662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4409351349
validation[          , genome  7101] predictions:    9717/  10000 (97.17%), best:    9726/10000 (97.26%), error:       918.82068, best error:       889.21564 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 88.2500534058s, input_fired_time: 0.7536243200, output_fired_time: 0.6756732464, propagate_forward_time: 33.2551727295, propagate_backward_time: 51.1108512878, weight_update_time: 0.1223437339, other_time: 2.4547309875
epoch time: 7.2872986794s, input_fired_time: 0.0927809551, output_fired_time: 0.0000000000, propagate_forward_time: 6.7222695351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4722480774
validation[          , genome  7101] predictions:    9676/  10000 (96.76%), best:    9726/10000 (97.26%), error:      1003.94696, best error:       889.21564 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 88.9265060425s, input_fired_time: 0.7593008280, output_fired_time: 0.6685584784, propagate_forward_time: 33.5570869446, propagate_backward_time: 51.5954132080, weight_update_time: 0.1234234944, other_time: 2.3461494446
epoch time: 8.5549840927s, input_fired_time: 0.0915116817, output_fired_time: 0.0000000000, propagate_forward_time: 7.8989691734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5645031929
validation[          , genome  7101] predictions:    9672/  10000 (96.72%), best:    9726/10000 (97.26%), error:      1086.43164, best error:       889.21564 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 88.5818405151s, input_fired_time: 0.8769428730, output_fired_time: 0.6548801064, propagate_forward_time: 33.3163986206, propagate_backward_time: 51.3228607178, weight_update_time: 0.1213918999, other_time: 2.4107589722
epoch time: 7.9459824562s, input_fired_time: 0.0921537131, output_fired_time: 0.0000000000, propagate_forward_time: 7.4489254951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4049034119
validation[          , genome  7101] predictions:    9661/  10000 (96.61%), best:    9726/10000 (97.26%), error:      1113.14124, best error:       889.21564 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 92.2662353516s, input_fired_time: 0.8046350479, output_fired_time: 0.6627122164, propagate_forward_time: 34.5271949768, propagate_backward_time: 53.8211555481, weight_update_time: 0.1226376072, other_time: 2.4505386353
epoch time: 7.6626558304s, input_fired_time: 0.0915623456, output_fired_time: 0.0000000000, propagate_forward_time: 7.1627211571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4083724022
validation[          , genome  7101] predictions:    9668/  10000 (96.68%), best:    9726/10000 (97.26%), error:      1149.03040, best error:       889.21564 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 91.7272109985s, input_fired_time: 0.9124115109, output_fired_time: 0.7081826925, propagate_forward_time: 34.0456809998, propagate_backward_time: 53.5723609924, weight_update_time: 0.1228741184, other_time: 2.4885711670
epoch time: 7.9862008095s, input_fired_time: 0.0931583121, output_fired_time: 0.0000000000, propagate_forward_time: 7.4798455238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131970406
validation[          , genome  7101] predictions:    9654/  10000 (96.54%), best:    9726/10000 (97.26%), error:      1185.65466, best error:       889.21564 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 86.1635665894s, input_fired_time: 0.7487173676, output_fired_time: 0.6464935541, propagate_forward_time: 32.3104286194, propagate_backward_time: 50.0027580261, weight_update_time: 0.1205901057, other_time: 2.4551696777
epoch time: 9.5143470764s, input_fired_time: 0.1357265264, output_fired_time: 0.0000000000, propagate_forward_time: 8.7498750687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6287450790
validation[          , genome  7101] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:       951.19220, best error:       889.21564 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 89.0047988892s, input_fired_time: 0.7678048015, output_fired_time: 0.6752420664, propagate_forward_time: 33.4679069519, propagate_backward_time: 51.7265052795, weight_update_time: 0.1249288097, other_time: 2.3673400879
epoch time: 7.0626044273s, input_fired_time: 0.0921624452, output_fired_time: 0.0000000000, propagate_forward_time: 6.5473232269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231185913
validation[          , genome  7101] predictions:    9727/  10000 (97.27%), best:    9726/10000 (97.26%), error:       927.96985, best error:       889.21564 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 89.3569564819s, input_fired_time: 0.7523714304, output_fired_time: 0.6556627750, propagate_forward_time: 33.7031784058, propagate_backward_time: 51.8548851013, weight_update_time: 0.1216586977, other_time: 2.3908576965
epoch time: 6.5751557350s, input_fired_time: 0.0904856250, output_fired_time: 0.0000000000, propagate_forward_time: 6.0862135887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984565735
validation[          , genome  7101] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1040.28442, best error:       889.21564 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 88.1814498901s, input_fired_time: 0.8010804057, output_fired_time: 0.6891825199, propagate_forward_time: 33.2503547668, propagate_backward_time: 51.1188888550, weight_update_time: 0.1220688075, other_time: 2.3219413757
epoch time: 7.1871695518s, input_fired_time: 0.1106760800, output_fired_time: 0.0000000000, propagate_forward_time: 6.6589398384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175534248
validation[          , genome  7101] predictions:    9666/  10000 (96.66%), best:    9726/10000 (97.26%), error:      1044.64856, best error:       889.21564 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 87.0550765991s, input_fired_time: 0.7454295754, output_fired_time: 0.6424378157, propagate_forward_time: 32.8064956665, propagate_backward_time: 50.4913482666, weight_update_time: 0.1504455507, other_time: 2.3693618774
epoch time: 6.6976408958s, input_fired_time: 0.0917430967, output_fired_time: 0.0000000000, propagate_forward_time: 6.2034301758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024677277
validation[          , genome  7101] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       971.10541, best error:       889.21564 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 86.7426910400s, input_fired_time: 0.7532144785, output_fired_time: 0.6545589566, propagate_forward_time: 32.6390686035, propagate_backward_time: 50.3558311462, weight_update_time: 0.1224650815, other_time: 2.3400230408
epoch time: 6.8218064308s, input_fired_time: 0.0909689143, output_fired_time: 0.0000000000, propagate_forward_time: 6.3316745758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3991627693
validation[          , genome  7101] predictions:    9704/  10000 (97.04%), best:    9726/10000 (97.26%), error:       918.57050, best error:       889.21564 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 90.5397415161s, input_fired_time: 0.7982735634, output_fired_time: 0.6530915499, propagate_forward_time: 34.2799148560, propagate_backward_time: 52.3808135986, weight_update_time: 0.1209868789, other_time: 2.4276504517
epoch time: 6.9416565895s, input_fired_time: 0.0944547206, output_fired_time: 0.0000000000, propagate_forward_time: 6.4340133667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131884575
validation[          , genome  7101] predictions:    9735/  10000 (97.35%), best:    9735/10000 (97.35%), error:       869.16022, best error:       869.16022 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 90.9734268188s, input_fired_time: 0.7682350278, output_fired_time: 0.6723498106, propagate_forward_time: 34.4928016663, propagate_backward_time: 52.6313552856, weight_update_time: 0.1245868281, other_time: 2.4086875916
epoch time: 8.2188997269s, input_fired_time: 0.1002234891, output_fired_time: 0.0000000000, propagate_forward_time: 7.6070518494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116243362
validation[          , genome  7101] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:       994.40979, best error:       869.16022 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 90.3867568970s, input_fired_time: 0.7640061378, output_fired_time: 0.7286767364, propagate_forward_time: 33.9679641724, propagate_backward_time: 52.5384559631, weight_update_time: 0.1232140958, other_time: 2.3876533508
epoch time: 6.6351366043s, input_fired_time: 0.0911501646, output_fired_time: 0.0000000000, propagate_forward_time: 6.1429452896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010410309
validation[          , genome  7101] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       973.05676, best error:       869.16022 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 92.9412689209s, input_fired_time: 0.8926620483, output_fired_time: 0.7962902188, propagate_forward_time: 34.7692527771, propagate_backward_time: 53.8267898560, weight_update_time: 0.1242898107, other_time: 2.6562767029
epoch time: 8.7147607803s, input_fired_time: 0.0979542732, output_fired_time: 0.0000000000, propagate_forward_time: 8.0253734589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5914325714
validation[          , genome  7101] predictions:    9683/  10000 (96.83%), best:    9735/10000 (97.35%), error:       998.91827, best error:       869.16022 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 91.7767868042s, input_fired_time: 0.7757949233, output_fired_time: 0.6850486398, propagate_forward_time: 34.9355506897, propagate_backward_time: 53.0024452209, weight_update_time: 0.1258202493, other_time: 2.3779449463
epoch time: 6.7235450745s, input_fired_time: 0.0925044417, output_fired_time: 0.0000000000, propagate_forward_time: 6.2272467613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037938118
validation[          , genome  7101] predictions:    9636/  10000 (96.36%), best:    9735/10000 (97.35%), error:      1188.94189, best error:       869.16022 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 87.9180526733s, input_fired_time: 0.7635310888, output_fired_time: 0.6646095514, propagate_forward_time: 33.3558158875, propagate_backward_time: 50.7933006287, weight_update_time: 0.1246615872, other_time: 2.3407897949
epoch time: 8.0046253204s, input_fired_time: 0.0906003043, output_fired_time: 0.0000000000, propagate_forward_time: 7.1490058899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7650189400
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9735/10000 (97.35%), error:       936.57153, best error:       869.16022 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 90.0712051392s, input_fired_time: 0.8287106156, output_fired_time: 0.7066476941, propagate_forward_time: 33.8496093750, propagate_backward_time: 52.2171630859, weight_update_time: 0.1224558279, other_time: 2.4690704346
epoch time: 6.4681186676s, input_fired_time: 0.0900355279, output_fired_time: 0.0000000000, propagate_forward_time: 5.9666719437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114112854
validation[          , genome  7101] predictions:    9686/  10000 (96.86%), best:    9735/10000 (97.35%), error:      1081.81201, best error:       869.16022 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 90.6217880249s, input_fired_time: 0.8765522838, output_fired_time: 0.7170781493, propagate_forward_time: 33.9906158447, propagate_backward_time: 52.6220626831, weight_update_time: 0.1239088625, other_time: 2.4154815674
epoch time: 6.7531681061s, input_fired_time: 0.0931239799, output_fired_time: 0.0000000000, propagate_forward_time: 6.2538599968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4061841965
validation[          , genome  7101] predictions:    9692/  10000 (96.92%), best:    9735/10000 (97.35%), error:      1048.42261, best error:       869.16022 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 91.6559219360s, input_fired_time: 0.7650776505, output_fired_time: 0.6650203466, propagate_forward_time: 34.6808509827, propagate_backward_time: 53.1590080261, weight_update_time: 0.1232447922, other_time: 2.3859634399
epoch time: 7.1591916084s, input_fired_time: 0.0932376310, output_fired_time: 0.0000000000, propagate_forward_time: 6.5946102142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4713439941
validation[          , genome  7101] predictions:    9624/  10000 (96.24%), best:    9735/10000 (97.35%), error:      1233.52856, best error:       869.16022 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.2641220093s, input_fired_time: 1.0328394175, output_fired_time: 0.7990683317, propagate_forward_time: 44.2812881470, propagate_backward_time: 67.4361419678, weight_update_time: 0.1899002343, other_time: 2.7147903442
epoch time: 11.6010704041s, input_fired_time: 0.1055258140, output_fired_time: 0.0000000000, propagate_forward_time: 11.0318508148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4636936188
validation[          , genome  7101] predictions:    9729/  10000 (97.29%), best:    9729/10000 (97.29%), error:       867.40790, best error:       867.40790 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.8895111084s, input_fired_time: 0.9223428369, output_fired_time: 0.8286630511, propagate_forward_time: 54.4973907471, propagate_backward_time: 86.3208389282, weight_update_time: 0.1397702545, other_time: 3.3202743530
epoch time: 11.4805021286s, input_fired_time: 0.1534738839, output_fired_time: 0.0000000000, propagate_forward_time: 10.5660114288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7610168457
validation[          , genome  7101] predictions:    9747/  10000 (97.47%), best:    9747/10000 (97.47%), error:       850.89789, best error:       850.89789 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 173.4518585205s, input_fired_time: 1.0819517374, output_fired_time: 0.7990866899, propagate_forward_time: 65.6252136230, propagate_backward_time: 101.9254913330, weight_update_time: 0.1375588775, other_time: 4.0201110840
epoch time: 12.6441259384s, input_fired_time: 0.1054198146, output_fired_time: 0.0000000000, propagate_forward_time: 11.9787817001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599241257
validation[          , genome  7101] predictions:    9676/  10000 (96.76%), best:    9747/10000 (97.47%), error:      1093.88074, best error:       850.89789 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 162.5231323242s, input_fired_time: 1.4218603373, output_fired_time: 1.1260142326, propagate_forward_time: 61.5407066345, propagate_backward_time: 93.9682769775, weight_update_time: 0.3876205385, other_time: 4.4662780762
epoch time: 12.7845849991s, input_fired_time: 0.4021299481, output_fired_time: 0.0000000000, propagate_forward_time: 11.4961347580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8863201141
validation[          , genome  7101] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       916.27209, best error:       850.89789 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 146.4048004150s, input_fired_time: 0.9663243890, output_fired_time: 1.3233109713, propagate_forward_time: 56.0837669373, propagate_backward_time: 84.6758041382, weight_update_time: 0.1844918430, other_time: 3.3555831909
epoch time: 13.6497182846s, input_fired_time: 0.1055616587, output_fired_time: 0.0000000000, propagate_forward_time: 12.5969572067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9471998215
validation[          , genome  7101] predictions:    9709/  10000 (97.09%), best:    9747/10000 (97.47%), error:       917.68817, best error:       850.89789 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 111.8677825928s, input_fired_time: 0.9643343687, output_fired_time: 0.7360361814, propagate_forward_time: 43.1535072327, propagate_backward_time: 64.1832962036, weight_update_time: 0.1246180311, other_time: 2.8306045532
epoch time: 7.1544466019s, input_fired_time: 0.0973388106, output_fired_time: 0.0000000000, propagate_forward_time: 6.6330127716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240951538
validation[          , genome  7101] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       896.24933, best error:       850.89789 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 91.9142608643s, input_fired_time: 0.7726908922, output_fired_time: 0.6754826307, propagate_forward_time: 34.8939552307, propagate_backward_time: 53.1623458862, weight_update_time: 0.1246467009, other_time: 2.4097862244
epoch time: 7.6618542671s, input_fired_time: 0.0949001685, output_fired_time: 0.0000000000, propagate_forward_time: 7.1546540260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123001099
validation[          , genome  7101] predictions:    9691/  10000 (96.91%), best:    9747/10000 (97.47%), error:      1028.36548, best error:       850.89789 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 88.5946807861s, input_fired_time: 0.7709969878, output_fired_time: 0.6692810059, propagate_forward_time: 33.2389564514, propagate_backward_time: 51.4116630554, weight_update_time: 0.1237322912, other_time: 2.5037841797
epoch time: 7.6461615562s, input_fired_time: 0.0974105075, output_fired_time: 0.0000000000, propagate_forward_time: 7.0927886963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4559621811
validation[          , genome  7101] predictions:    9725/  10000 (97.25%), best:    9747/10000 (97.47%), error:       961.46350, best error:       850.89789 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 91.8050155640s, input_fired_time: 0.7685358524, output_fired_time: 0.6683126092, propagate_forward_time: 34.8240280151, propagate_backward_time: 53.1415214539, weight_update_time: 0.1242519170, other_time: 2.4026145935
epoch time: 7.5929908752s, input_fired_time: 0.1014225781, output_fired_time: 0.0000000000, propagate_forward_time: 7.0507307053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4408373833
validation[          , genome  7101] predictions:    9737/  10000 (97.37%), best:    9747/10000 (97.47%), error:       878.65814, best error:       850.89789 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 89.6956558228s, input_fired_time: 0.7615070939, output_fired_time: 0.7505224347, propagate_forward_time: 33.8205566406, propagate_backward_time: 51.8329315186, weight_update_time: 0.1683144718, other_time: 2.5301437378
epoch time: 7.6346759796s, input_fired_time: 0.1015843675, output_fired_time: 0.0000000000, propagate_forward_time: 7.0891118050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4439797401
validation[          , genome  7101] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       977.75958, best error:       850.89789 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 90.2854766846s, input_fired_time: 0.7661541700, output_fired_time: 0.6658236384, propagate_forward_time: 33.9978637695, propagate_backward_time: 52.5231513977, weight_update_time: 0.1228403449, other_time: 2.3324851990
epoch time: 7.2341017723s, input_fired_time: 0.0930978954, output_fired_time: 0.0000000000, propagate_forward_time: 6.6717243195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4692797661
validation[          , genome  7101] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       916.11548, best error:       850.89789 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 87.0622787476s, input_fired_time: 0.8156780005, output_fired_time: 0.6469399929, propagate_forward_time: 32.7559738159, propagate_backward_time: 50.5556221008, weight_update_time: 0.1199813262, other_time: 2.2880592346
epoch time: 6.7383747101s, input_fired_time: 0.0930876210, output_fired_time: 0.0000000000, propagate_forward_time: 6.2250018120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202852249
validation[          , genome  7101] predictions:    9636/  10000 (96.36%), best:    9747/10000 (97.47%), error:      1240.53821, best error:       850.89789 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 89.0033493042s, input_fired_time: 0.7664138675, output_fired_time: 0.6671246290, propagate_forward_time: 33.7066841125, propagate_backward_time: 51.5226974487, weight_update_time: 0.1236083582, other_time: 2.3404350281
epoch time: 7.0567159653s, input_fired_time: 0.0908168554, output_fired_time: 0.0000000000, propagate_forward_time: 6.5727434158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3931555748
validation[          , genome  7101] predictions:    9730/  10000 (97.30%), best:    9747/10000 (97.47%), error:       895.36713, best error:       850.89789 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 89.3945922852s, input_fired_time: 0.7538856268, output_fired_time: 0.7090441585, propagate_forward_time: 33.7030525208, propagate_backward_time: 51.8065223694, weight_update_time: 0.1194001958, other_time: 2.4220886230
epoch time: 6.5133109093s, input_fired_time: 0.0921675488, output_fired_time: 0.0000000000, propagate_forward_time: 6.0285549164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925886154
validation[          , genome  7101] predictions:    9682/  10000 (96.82%), best:    9747/10000 (97.47%), error:      1063.23438, best error:       850.89789 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 87.3533248901s, input_fired_time: 0.7518138885, output_fired_time: 0.7860326767, propagate_forward_time: 32.9253196716, propagate_backward_time: 50.6166267395, weight_update_time: 0.1190940067, other_time: 2.2735290527
epoch time: 8.0203351974s, input_fired_time: 0.0939903036, output_fired_time: 0.0000000000, propagate_forward_time: 7.4534873962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4728574753
validation[          , genome  7101] predictions:    9715/  10000 (97.15%), best:    9747/10000 (97.47%), error:       940.37366, best error:       850.89789 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 83.2975006104s, input_fired_time: 0.7469417453, output_fired_time: 0.6380372047, propagate_forward_time: 31.0563945770, propagate_backward_time: 48.4103202820, weight_update_time: 0.1184698790, other_time: 2.4458045959
epoch time: 6.5150189400s, input_fired_time: 0.0918854252, output_fired_time: 0.0000000000, propagate_forward_time: 6.0278234482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953099251
validation[          , genome  7101] predictions:    9716/  10000 (97.16%), best:    9747/10000 (97.47%), error:       940.24426, best error:       850.89789 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 87.3557052612s, input_fired_time: 0.8083906770, output_fired_time: 0.6566798091, propagate_forward_time: 32.8577117920, propagate_backward_time: 50.7261123657, weight_update_time: 0.1215997562, other_time: 2.3068161011
epoch time: 8.1369619370s, input_fired_time: 0.0914532691, output_fired_time: 0.0000000000, propagate_forward_time: 7.4776606560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5678477287
validation[          , genome  7101] predictions:    9706/  10000 (97.06%), best:    9747/10000 (97.47%), error:       979.12683, best error:       850.89789 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 88.6834487915s, input_fired_time: 0.7611044645, output_fired_time: 0.6545118690, propagate_forward_time: 33.4607887268, propagate_backward_time: 51.4920539856, weight_update_time: 0.1212986335, other_time: 2.3149948120
epoch time: 6.8512420654s, input_fired_time: 0.0944157615, output_fired_time: 0.0000000000, propagate_forward_time: 6.3472471237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4095792770
validation[          , genome  7101] predictions:    9667/  10000 (96.67%), best:    9747/10000 (97.47%), error:      1062.92273, best error:       850.89789 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 86.6219253540s, input_fired_time: 0.7976317406, output_fired_time: 0.6425502300, propagate_forward_time: 32.5085716248, propagate_backward_time: 50.2959365845, weight_update_time: 0.1190613285, other_time: 2.3772392273
epoch time: 6.6430635452s, input_fired_time: 0.0925622880, output_fired_time: 0.0000000000, propagate_forward_time: 6.1501655579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003357887
validation[          , genome  7101] predictions:    9706/  10000 (97.06%), best:    9747/10000 (97.47%), error:       970.42468, best error:       850.89789 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 88.8960189819s, input_fired_time: 0.7515398860, output_fired_time: 0.6895161271, propagate_forward_time: 33.3872718811, propagate_backward_time: 51.6271209717, weight_update_time: 0.1188621297, other_time: 2.4405708313
epoch time: 7.0113139153s, input_fired_time: 0.0919955149, output_fired_time: 0.0000000000, propagate_forward_time: 6.4735922813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4457259178
validation[          , genome  7101] predictions:    9671/  10000 (96.71%), best:    9747/10000 (97.47%), error:      1115.15881, best error:       850.89789 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 85.5825424194s, input_fired_time: 0.7559179068, output_fired_time: 0.6473199129, propagate_forward_time: 32.2093086243, propagate_backward_time: 49.6805915833, weight_update_time: 0.1198532879, other_time: 2.2893981934
epoch time: 8.9135160446s, input_fired_time: 0.0960659608, output_fired_time: 0.0000000000, propagate_forward_time: 8.2610816956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563688278
validation[          , genome  7101] predictions:    9660/  10000 (96.60%), best:    9747/10000 (97.47%), error:      1165.72009, best error:       850.89789 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 89.2756805420s, input_fired_time: 0.7680736780, output_fired_time: 0.7106332779, propagate_forward_time: 33.6497306824, propagate_backward_time: 51.7622947693, weight_update_time: 0.1233907416, other_time: 2.3849487305
epoch time: 6.9269480705s, input_fired_time: 0.0955012217, output_fired_time: 0.0000000000, propagate_forward_time: 6.4183812141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130654335
validation[          , genome  7101] predictions:    9713/  10000 (97.13%), best:    9747/10000 (97.47%), error:       926.98303, best error:       850.89789 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 90.0074920654s, input_fired_time: 0.8151558042, output_fired_time: 0.6677046418, propagate_forward_time: 33.8827857971, propagate_backward_time: 52.2162971497, weight_update_time: 0.1228987575, other_time: 2.4255523682
epoch time: 7.6886534691s, input_fired_time: 0.1024794057, output_fired_time: 0.0000000000, propagate_forward_time: 7.1402792931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458947182
validation[          , genome  7101] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       942.59229, best error:       850.89789 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 88.4159317017s, input_fired_time: 0.7701263428, output_fired_time: 0.6681618690, propagate_forward_time: 33.1548385620, propagate_backward_time: 51.3435249329, weight_update_time: 0.1231951416, other_time: 2.4792823792
epoch time: 6.8985099792s, input_fired_time: 0.0928577259, output_fired_time: 0.0000000000, propagate_forward_time: 6.4032230377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4024291039
validation[          , genome  7101] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       957.88757, best error:       850.89789 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 91.3442153931s, input_fired_time: 0.7904474735, output_fired_time: 0.6917591691, propagate_forward_time: 34.5301246643, propagate_backward_time: 52.8690147400, weight_update_time: 0.1749832034, other_time: 2.4628677368
epoch time: 6.9672474861s, input_fired_time: 0.0951331109, output_fired_time: 0.0000000000, propagate_forward_time: 6.4571504593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149637222
validation[          , genome  7101] predictions:    9712/  10000 (97.12%), best:    9747/10000 (97.47%), error:       918.99170, best error:       850.89789 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 161.5449981689s, input_fired_time: 1.5375785828, output_fired_time: 1.2948223352, propagate_forward_time: 60.7642440796, propagate_backward_time: 93.3631210327, weight_update_time: 0.4301366508, other_time: 4.5852355957
epoch time: 15.1044845581s, input_fired_time: 0.1063609496, output_fired_time: 0.0000000000, propagate_forward_time: 14.3457355499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6523876190
validation[          , genome  7101] predictions:    9721/  10000 (97.21%), best:    9747/10000 (97.47%), error:       919.00854, best error:       850.89789 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 149.3253021240s, input_fired_time: 1.0194063187, output_fired_time: 1.5761843920, propagate_forward_time: 55.4807281494, propagate_backward_time: 87.1569824219, weight_update_time: 0.1375205070, other_time: 4.0919952393
epoch time: 11.5482168198s, input_fired_time: 0.1061812192, output_fired_time: 0.0000000000, propagate_forward_time: 10.3963880539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0456476212
validation[          , genome  7101] predictions:    9686/  10000 (96.86%), best:    9747/10000 (97.47%), error:      1066.89001, best error:       850.89789 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 140.5301818848s, input_fired_time: 0.9084376097, output_fired_time: 0.7804366946, propagate_forward_time: 55.0751838684, propagate_backward_time: 80.8341217041, weight_update_time: 0.1391701996, other_time: 2.9320068359
epoch time: 12.2896575928s, input_fired_time: 0.1065846831, output_fired_time: 0.0000000000, propagate_forward_time: 11.6663532257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167198181
validation[          , genome  7101] predictions:    9724/  10000 (97.24%), best:    9747/10000 (97.47%), error:       904.40533, best error:       850.89789 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 134.7934112549s, input_fired_time: 1.6135221720, output_fired_time: 0.7468904257, propagate_forward_time: 51.0609588623, propagate_backward_time: 78.1544723511, weight_update_time: 0.1684893668, other_time: 3.2175674438
epoch time: 10.8629722595s, input_fired_time: 0.1058857813, output_fired_time: 0.0000000000, propagate_forward_time: 10.2906141281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664726257
validation[          , genome  7101] predictions:    9697/  10000 (96.97%), best:    9747/10000 (97.47%), error:       948.78149, best error:       850.89789 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 134.7836761475s, input_fired_time: 0.8536897302, output_fired_time: 0.7482414246, propagate_forward_time: 50.7301712036, propagate_backward_time: 79.5505905151, weight_update_time: 0.1529648006, other_time: 2.9009857178
epoch time: 11.2748403549s, input_fired_time: 0.1070234776, output_fired_time: 0.0000000000, propagate_forward_time: 10.6261196136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416975021
validation[          , genome  7101] predictions:    9622/  10000 (96.22%), best:    9747/10000 (97.47%), error:      1255.37964, best error:       850.89789 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 134.2592315674s, input_fired_time: 1.3487999439, output_fired_time: 0.9982835650, propagate_forward_time: 51.4505157471, propagate_backward_time: 76.8512039185, weight_update_time: 0.1371221691, other_time: 3.6104202271
epoch time: 10.8042459488s, input_fired_time: 0.1068242714, output_fired_time: 0.0000000000, propagate_forward_time: 9.9840393066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7133827209
validation[          , genome  7101] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:      1015.33893, best error:       850.89789 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 136.2061767578s, input_fired_time: 0.8661901355, output_fired_time: 0.8281959295, propagate_forward_time: 51.6273117065, propagate_backward_time: 79.9667282104, weight_update_time: 0.1688195020, other_time: 2.9177398682
epoch time: 11.2750501633s, input_fired_time: 0.1073496118, output_fired_time: 0.0000000000, propagate_forward_time: 10.6832990646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844017029
validation[          , genome  7101] predictions:    9707/  10000 (97.07%), best:    9747/10000 (97.47%), error:       945.26599, best error:       850.89789 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 135.5548248291s, input_fired_time: 1.0853585005, output_fired_time: 1.0153408051, propagate_forward_time: 51.8314590454, propagate_backward_time: 77.8907318115, weight_update_time: 0.3882858753, other_time: 3.7319412231
epoch time: 11.6516361237s, input_fired_time: 0.1070050076, output_fired_time: 0.0000000000, propagate_forward_time: 10.7986097336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7460212708
validation[          , genome  7101] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       956.35419, best error:       850.89789 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 137.3370666504s, input_fired_time: 1.3641146421, output_fired_time: 1.2471392155, propagate_forward_time: 50.4317169189, propagate_backward_time: 80.5447540283, weight_update_time: 0.4185808897, other_time: 3.7493286133
epoch time: 11.5794725418s, input_fired_time: 0.1072994024, output_fired_time: 0.0000000000, propagate_forward_time: 11.0083341599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4638385773
validation[          , genome  7101] predictions:    9715/  10000 (97.15%), best:    9747/10000 (97.47%), error:       885.98193, best error:       850.89789 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 136.4628601074s, input_fired_time: 1.1323978901, output_fired_time: 0.8112726212, propagate_forward_time: 51.6253852844, propagate_backward_time: 79.3012924194, weight_update_time: 0.1376505792, other_time: 3.5925064087
epoch time: 10.9001178741s, input_fired_time: 0.1066983417, output_fired_time: 0.0000000000, propagate_forward_time: 10.2839326859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5094871521
validation[          , genome  7101] predictions:    9734/  10000 (97.34%), best:    9747/10000 (97.47%), error:       916.52490, best error:       850.89789 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 188.2414093018s, input_fired_time: 2.5095067024, output_fired_time: 1.7346290350, propagate_forward_time: 69.7748947144, propagate_backward_time: 108.0126571655, weight_update_time: 0.2315421253, other_time: 6.2097167969
epoch time: 17.0624580383s, input_fired_time: 0.2484818995, output_fired_time: 0.0000000000, propagate_forward_time: 15.7241230011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0898532867
validation[          , genome  7101] predictions:    9733/  10000 (97.33%), best:    9747/10000 (97.47%), error:       881.35309, best error:       850.89789 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 191.8361663818s, input_fired_time: 2.4457232952, output_fired_time: 1.2954927683, propagate_forward_time: 71.1479187012, propagate_backward_time: 111.6260375977, weight_update_time: 0.2165957242, other_time: 5.3209991455
epoch time: 11.4714050293s, input_fired_time: 0.1070628911, output_fired_time: 0.0000000000, propagate_forward_time: 10.8538808823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104608536
validation[          , genome  7101] predictions:    9701/  10000 (97.01%), best:    9747/10000 (97.47%), error:       982.48163, best error:       850.89789 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 149.2853088379s, input_fired_time: 1.1469868422, output_fired_time: 1.2959370613, propagate_forward_time: 56.1092300415, propagate_backward_time: 86.7851867676, weight_update_time: 0.3874269724, other_time: 3.9479598999
epoch time: 12.4235458374s, input_fired_time: 0.3573045135, output_fired_time: 0.0000000000, propagate_forward_time: 11.0567302704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0095109940
validation[          , genome  7101] predictions:    9672/  10000 (96.72%), best:    9747/10000 (97.47%), error:      1043.32593, best error:       850.89789 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 138.2339782715s, input_fired_time: 0.9137575626, output_fired_time: 1.6705340147, propagate_forward_time: 52.8583908081, propagate_backward_time: 79.0463867188, weight_update_time: 0.1999052316, other_time: 3.7449111938
epoch time: 11.7823247910s, input_fired_time: 0.1068202108, output_fired_time: 0.0000000000, propagate_forward_time: 11.2110767365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4644279480
validation[          , genome  7101] predictions:    9609/  10000 (96.09%), best:    9747/10000 (97.47%), error:      1277.70935, best error:       850.89789 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 142.2308502197s, input_fired_time: 0.8380296230, output_fired_time: 0.7500520945, propagate_forward_time: 55.2199363708, propagate_backward_time: 81.3934631348, weight_update_time: 0.1375932693, other_time: 4.0293731689
epoch time: 11.5746469498s, input_fired_time: 0.1073383316, output_fired_time: 0.0000000000, propagate_forward_time: 10.9572238922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100851059
validation[          , genome  7101] predictions:    9694/  10000 (96.94%), best:    9747/10000 (97.47%), error:       958.21271, best error:       850.89789 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 144.4628753662s, input_fired_time: 1.1482665539, output_fired_time: 0.7953861356, propagate_forward_time: 54.8957939148, propagate_backward_time: 83.7340393066, weight_update_time: 0.3874634504, other_time: 3.8893890381
epoch time: 12.3252687454s, input_fired_time: 0.1073562875, output_fired_time: 0.0000000000, propagate_forward_time: 11.3622579575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8556547165
validation[          , genome  7101] predictions:    9645/  10000 (96.45%), best:    9747/10000 (97.47%), error:      1103.24609, best error:       850.89789 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 139.5966491699s, input_fired_time: 0.8828874826, output_fired_time: 1.1552783251, propagate_forward_time: 54.2154502869, propagate_backward_time: 79.8753433228, weight_update_time: 0.1375604123, other_time: 3.4676895142
epoch time: 14.2423591614s, input_fired_time: 0.1700996906, output_fired_time: 0.0000000000, propagate_forward_time: 13.2806425095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7916173935
validation[          , genome  7101] predictions:    9698/  10000 (96.98%), best:    9747/10000 (97.47%), error:       981.97168, best error:       850.89789 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 158.3496398926s, input_fired_time: 1.4318885803, output_fired_time: 1.5321470499, propagate_forward_time: 58.6563720703, propagate_backward_time: 93.0800018311, weight_update_time: 0.1376290619, other_time: 3.6492309570
epoch time: 12.7316112518s, input_fired_time: 0.1543534100, output_fired_time: 0.0000000000, propagate_forward_time: 12.0360422134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412158966
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:       996.90192, best error:       850.89789 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 162.7310333252s, input_fired_time: 1.3057271242, output_fired_time: 0.7488347888, propagate_forward_time: 62.6918601990, propagate_backward_time: 93.4514541626, weight_update_time: 0.1373233646, other_time: 4.5331497192
epoch time: 13.3775577545s, input_fired_time: 0.3576659858, output_fired_time: 0.0000000000, propagate_forward_time: 12.0513429642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9685487747
validation[          , genome  7101] predictions:    9669/  10000 (96.69%), best:    9747/10000 (97.47%), error:      1041.86963, best error:       850.89789 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 167.7390594482s, input_fired_time: 1.3221255541, output_fired_time: 1.1707004309, propagate_forward_time: 65.0718231201, propagate_backward_time: 96.1637268066, weight_update_time: 0.1374089122, other_time: 4.0106811523
epoch time: 14.5100355148s, input_fired_time: 0.1083208546, output_fired_time: 0.0000000000, propagate_forward_time: 13.4846668243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9170475006
validation[          , genome  7101] predictions:    9700/  10000 (97.00%), best:    9747/10000 (97.47%), error:      1016.34534, best error:       850.89789 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 162.3096923828s, input_fired_time: 2.1346950531, output_fired_time: 1.2655694485, propagate_forward_time: 59.5582695007, propagate_backward_time: 94.2144470215, weight_update_time: 0.1374667436, other_time: 5.1367187500
epoch time: 13.3326120377s, input_fired_time: 0.1552131027, output_fired_time: 0.0000000000, propagate_forward_time: 12.6665363312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108623505
validation[          , genome  7101] predictions:    9690/  10000 (96.90%), best:    9747/10000 (97.47%), error:      1012.42810, best error:       850.89789 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 167.7282714844s, input_fired_time: 1.6683785915, output_fired_time: 0.9367104769, propagate_forward_time: 61.9011840820, propagate_backward_time: 99.3046264648, weight_update_time: 0.1373177469, other_time: 3.9173736572
epoch time: 10.9265851974s, input_fired_time: 0.1022489443, output_fired_time: 0.0000000000, propagate_forward_time: 10.0891218185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7352142334
validation[          , genome  7101] predictions:    9704/  10000 (97.04%), best:    9747/10000 (97.47%), error:       962.08276, best error:       850.89789 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 88.2391891479s, input_fired_time: 0.7686076164, output_fired_time: 0.6545361876, propagate_forward_time: 33.1909980774, propagate_backward_time: 51.1125907898, weight_update_time: 0.1212183014, other_time: 2.5124588013
epoch time: 7.6330809593s, input_fired_time: 0.1433345228, output_fired_time: 0.0000000000, propagate_forward_time: 7.0767874718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129590988
validation[          , genome  7101] predictions:    9707/  10000 (97.07%), best:    9747/10000 (97.47%), error:       946.86121, best error:       850.89789 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.5935134888s, input_fired_time: 0.7866171598, output_fired_time: 0.6778954268, propagate_forward_time: 34.1768493652, propagate_backward_time: 52.5783767700, weight_update_time: 0.1254622936, other_time: 2.3737792969
epoch time: 8.4462995529s, input_fired_time: 0.2426917106, output_fired_time: 0.0000000000, propagate_forward_time: 7.6735820770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5300254822
validation[          , genome  7101] predictions:    9710/  10000 (97.10%), best:    9747/10000 (97.47%), error:       946.39191, best error:       850.89789 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 95.5678405762s, input_fired_time: 0.7985625863, output_fired_time: 0.6954388022, propagate_forward_time: 36.1381988525, propagate_backward_time: 55.3423690796, weight_update_time: 0.1284549385, other_time: 2.5932693481
epoch time: 7.4554595947s, input_fired_time: 0.1000002399, output_fired_time: 0.0000000000, propagate_forward_time: 6.9317035675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237556458
validation[          , genome  7101] predictions:    9618/  10000 (96.18%), best:    9747/10000 (97.47%), error:      1283.33582, best error:       850.89789 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 90.2654190063s, input_fired_time: 0.8607172966, output_fired_time: 0.6725558639, propagate_forward_time: 34.1301383972, propagate_backward_time: 52.2442169189, weight_update_time: 0.1241515800, other_time: 2.3577919006
epoch time: 6.7926001549s, input_fired_time: 0.0962410793, output_fired_time: 0.0000000000, propagate_forward_time: 6.2886638641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076952934
validation[          , genome  7101] predictions:    9711/  10000 (97.11%), best:    9747/10000 (97.47%), error:       941.07751, best error:       850.89789 on epoch:    51, 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: 40.0690040588s, input_fired_time: 0.5131676793, output_fired_time: 0.0000000000, propagate_forward_time: 37.1383285522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4175071716
best training[          , genome  7101] predictions:   49395/  50000 (98.79%), best:    9747/10000 (97.47%), error:      2244.32104, best error:       850.89789 on epoch:    51, 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: 7.4803123474s, input_fired_time: 0.0942647159, output_fired_time: 0.0000000000, propagate_forward_time: 6.9707159996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153318405
   testing[          , genome  7101] predictions:    9762/  10000 (97.62%), best:    9747/10000 (97.47%), error:       730.82422, best error:       850.89789 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:39:51 (8712): called boinc_finish(0)

</stderr_txt>
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