Nameexact_genome_1512185335_37_9838_1
Workunit2567649
Created6 Dec 2017, 3:21:14 UTC
Sent6 Dec 2017, 3:36:53 UTC
Report deadline29 Dec 2017, 22:13:15 UTC
Received7 Dec 2017, 22:14:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time11 hours 47 min 40 sec
CPU time11 hours 46 min 48 sec
Validate stateValid
Credit5,943.82
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size157.92 MB
Peak swap size159.24 MB
Peak disk usage1.91 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
time: 30.2255134583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9247703552
validation[          , genome  9838] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       620.78290, best error:       618.01959 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 389.3047485352s, input_fired_time: 3.8257734776, output_fired_time: 2.7970824242, propagate_forward_time: 151.0311279297, propagate_backward_time: 226.2974090576, weight_update_time: 0.3205496669, other_time: 5.3533477783
epoch time: 31.3917903900s, input_fired_time: 0.4358106256, output_fired_time: 0.0000000000, propagate_forward_time: 30.0219841003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9339962006
validation[          , genome  9838] predictions:    9815/  10000 (98.15%), best:    9815/10000 (98.15%), error:       597.83600, best error:       597.83600 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 387.5304870605s, input_fired_time: 3.8177993298, output_fired_time: 2.8021092415, propagate_forward_time: 150.1467590332, propagate_backward_time: 225.4651031494, weight_update_time: 0.3289456367, other_time: 5.2986907959
epoch time: 31.5031318665s, input_fired_time: 0.4393357038, output_fired_time: 0.0000000000, propagate_forward_time: 30.1345462799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9292507172
validation[          , genome  9838] predictions:    9805/  10000 (98.05%), best:    9815/10000 (98.15%), error:       636.17957, best error:       597.83600 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 387.5291137695s, input_fired_time: 3.7950820923, output_fired_time: 2.7730247974, propagate_forward_time: 150.0380859375, propagate_backward_time: 225.6505889893, weight_update_time: 0.3381214738, other_time: 5.2723541260
epoch time: 31.6012973785s, input_fired_time: 0.4422833025, output_fired_time: 0.0000000000, propagate_forward_time: 30.2178001404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9412136078
validation[          , genome  9838] predictions:    9768/  10000 (97.68%), best:    9815/10000 (98.15%), error:       736.25977, best error:       597.83600 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 380.5696105957s, input_fired_time: 3.7779350281, output_fired_time: 2.7496147156, propagate_forward_time: 147.2271423340, propagate_backward_time: 221.5586242676, weight_update_time: 0.3515301943, other_time: 5.2563171387
epoch time: 30.6515350342s, input_fired_time: 0.4271867275, output_fired_time: 0.0000000000, propagate_forward_time: 29.3255271912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8988208771
validation[          , genome  9838] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       579.37787, best error:       579.37787 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 387.7728881836s, input_fired_time: 3.8146913052, output_fired_time: 2.8042171001, propagate_forward_time: 150.2355346680, propagate_backward_time: 225.6423950195, weight_update_time: 0.3730414212, other_time: 5.2760314941
epoch time: 31.5975894928s, input_fired_time: 0.4419502616, output_fired_time: 0.0000000000, propagate_forward_time: 30.2249183655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9307212830
validation[          , genome  9838] predictions:    9801/  10000 (98.01%), best:    9827/10000 (98.27%), error:       632.43414, best error:       579.37787 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 382.5947875977s, input_fired_time: 3.7815561295, output_fired_time: 2.7810156345, propagate_forward_time: 147.7887725830, propagate_backward_time: 222.9632720947, weight_update_time: 0.3891896307, other_time: 5.2801818848
epoch time: 29.0121421814s, input_fired_time: 0.4173465967, output_fired_time: 0.0000000000, propagate_forward_time: 27.6981868744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8966083527
validation[          , genome  9838] predictions:    9790/  10000 (97.90%), best:    9827/10000 (98.27%), error:       725.61896, best error:       579.37787 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 382.3763732910s, input_fired_time: 3.7839813232, output_fired_time: 2.7527937889, propagate_forward_time: 148.0396881104, propagate_backward_time: 222.5222320557, weight_update_time: 0.4062900841, other_time: 5.2776794434
epoch time: 31.5466938019s, input_fired_time: 0.4380930066, output_fired_time: 0.0000000000, propagate_forward_time: 30.1834659576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9251346588
validation[          , genome  9838] predictions:    9804/  10000 (98.04%), best:    9827/10000 (98.27%), error:       644.37683, best error:       579.37787 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 387.2400512695s, input_fired_time: 3.8025188446, output_fired_time: 2.7753486633, propagate_forward_time: 149.8235931396, propagate_backward_time: 225.4726104736, weight_update_time: 0.4289941490, other_time: 5.3659667969
epoch time: 31.5775947571s, input_fired_time: 0.4424045086, output_fired_time: 0.0000000000, propagate_forward_time: 30.1829986572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9521923065
validation[          , genome  9838] predictions:    9835/  10000 (98.35%), best:    9835/10000 (98.35%), error:       574.66516, best error:       574.66516 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 385.0738830566s, input_fired_time: 3.7976403236, output_fired_time: 2.7808673382, propagate_forward_time: 148.8666534424, propagate_backward_time: 224.2715301514, weight_update_time: 0.4403885603, other_time: 5.3572082520
epoch time: 30.8757266998s, input_fired_time: 0.4345306158, output_fired_time: 0.0000000000, propagate_forward_time: 29.5085639954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9326324463
validation[          , genome  9838] predictions:    9806/  10000 (98.06%), best:    9835/10000 (98.35%), error:       665.59149, best error:       574.66516 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 373.8145446777s, input_fired_time: 3.7428972721, output_fired_time: 2.7085335255, propagate_forward_time: 144.2265167236, propagate_backward_time: 217.8241882324, weight_update_time: 0.4396298826, other_time: 5.3124237061
epoch time: 30.8908538818s, input_fired_time: 0.4365686476, output_fired_time: 0.0000000000, propagate_forward_time: 29.4951286316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9591560364
validation[          , genome  9838] predictions:    9755/  10000 (97.55%), best:    9835/10000 (98.35%), error:       735.11646, best error:       574.66516 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 388.2429199219s, input_fired_time: 3.8154923916, output_fired_time: 2.7972884178, propagate_forward_time: 149.9417572021, propagate_backward_time: 226.2809143066, weight_update_time: 0.4565505087, other_time: 5.4074554443
epoch time: 31.5730552673s, input_fired_time: 0.4454039037, output_fired_time: 0.0000000000, propagate_forward_time: 30.1867847443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9408664703
validation[          , genome  9838] predictions:    9807/  10000 (98.07%), best:    9835/10000 (98.35%), error:       637.42920, best error:       574.66516 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 389.8987426758s, input_fired_time: 3.8177957535, output_fired_time: 2.7961292267, propagate_forward_time: 150.5371551514, propagate_backward_time: 227.3592224121, weight_update_time: 0.4583136737, other_time: 5.3884124756
epoch time: 30.4109134674s, input_fired_time: 0.4390024841, output_fired_time: 0.0000000000, propagate_forward_time: 29.0617828369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9101276398
validation[          , genome  9838] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       491.06134, best error:       491.06134 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 383.4325866699s, input_fired_time: 3.7931869030, output_fired_time: 2.7586822510, propagate_forward_time: 147.9559478760, propagate_backward_time: 223.5544128418, weight_update_time: 0.4510214329, other_time: 5.3703765869
epoch time: 30.4133911133s, input_fired_time: 0.4359853864, output_fired_time: 0.0000000000, propagate_forward_time: 29.0633335114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9140720367
validation[          , genome  9838] predictions:    9834/  10000 (98.34%), best:    9843/10000 (98.43%), error:       560.77332, best error:       491.06134 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 375.9896545410s, input_fired_time: 3.7447972298, output_fired_time: 2.6841728687, propagate_forward_time: 145.2950592041, propagate_backward_time: 218.9588470459, weight_update_time: 0.4549479783, other_time: 5.3067626953
epoch time: 31.1192607880s, input_fired_time: 0.4403691888, output_fired_time: 0.0000000000, propagate_forward_time: 29.7739372253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9049549103
validation[          , genome  9838] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       544.09961, best error:       491.06134 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 387.9012145996s, input_fired_time: 3.8209929466, output_fired_time: 2.7996544838, propagate_forward_time: 149.5336303711, propagate_backward_time: 226.3521118164, weight_update_time: 0.4548813999, other_time: 5.3948364258
epoch time: 31.4594192505s, input_fired_time: 0.4430528581, output_fired_time: 0.0000000000, propagate_forward_time: 30.0844821930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9318847656
validation[          , genome  9838] predictions:    9824/  10000 (98.24%), best:    9843/10000 (98.43%), error:       562.68896, best error:       491.06134 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 391.9894714355s, input_fired_time: 3.8517541885, output_fired_time: 2.8108787537, propagate_forward_time: 150.9808502197, propagate_backward_time: 228.8972015381, weight_update_time: 0.4588882625, other_time: 5.4487915039
epoch time: 31.6289958954s, input_fired_time: 0.4452737868, output_fired_time: 0.0000000000, propagate_forward_time: 30.2538146973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9299068451
validation[          , genome  9838] predictions:    9824/  10000 (98.24%), best:    9843/10000 (98.43%), error:       557.18481, best error:       491.06134 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 386.9022216797s, input_fired_time: 3.8176524639, output_fired_time: 2.7842175961, propagate_forward_time: 149.0908966064, propagate_backward_time: 225.7813873291, weight_update_time: 0.4579782486, other_time: 5.4280700684
epoch time: 31.6350078583s, input_fired_time: 0.4447051883, output_fired_time: 0.0000000000, propagate_forward_time: 30.2525806427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9377212524
validation[          , genome  9838] predictions:    9840/  10000 (98.40%), best:    9843/10000 (98.43%), error:       509.94177, best error:       491.06134 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 377.9021911621s, input_fired_time: 3.7779657841, output_fired_time: 2.7520501614, propagate_forward_time: 145.7927551270, propagate_backward_time: 220.1893157959, weight_update_time: 0.4503603280, other_time: 5.3901214600
epoch time: 31.7323226929s, input_fired_time: 0.4454148114, output_fired_time: 0.0000000000, propagate_forward_time: 30.3510704041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9358367920
validation[          , genome  9838] predictions:    9821/  10000 (98.21%), best:    9843/10000 (98.43%), error:       594.11554, best error:       491.06134 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 390.3057250977s, input_fired_time: 3.8417103291, output_fired_time: 2.8036615849, propagate_forward_time: 150.3961029053, propagate_backward_time: 227.8146667480, weight_update_time: 0.4570297897, other_time: 5.4496002197
epoch time: 31.6691799164s, input_fired_time: 0.4496340156, output_fired_time: 0.0000000000, propagate_forward_time: 30.2662734985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9532718658
validation[          , genome  9838] predictions:    9827/  10000 (98.27%), best:    9843/10000 (98.43%), error:       574.58258, best error:       491.06134 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 387.8791503906s, input_fired_time: 3.8342049122, output_fired_time: 2.7800128460, propagate_forward_time: 149.6763000488, propagate_backward_time: 226.1933441162, weight_update_time: 0.4522133768, other_time: 5.3953094482
epoch time: 30.6655807495s, input_fired_time: 0.4381430447, output_fired_time: 0.0000000000, propagate_forward_time: 29.3133201599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141178131
validation[          , genome  9838] predictions:    9843/  10000 (98.43%), best:    9843/10000 (98.43%), error:       513.53180, best error:       491.06134 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 388.4086303711s, input_fired_time: 3.8287220001, output_fired_time: 2.7996850014, propagate_forward_time: 149.7150268555, propagate_backward_time: 226.6696472168, weight_update_time: 0.4548681676, other_time: 5.3955383301
epoch time: 31.2329177856s, input_fired_time: 0.4428592324, output_fired_time: 0.0000000000, propagate_forward_time: 29.8361701965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9538879395
validation[          , genome  9838] predictions:    9838/  10000 (98.38%), best:    9843/10000 (98.43%), error:       546.79254, best error:       491.06134 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 386.7659606934s, input_fired_time: 3.8199777603, output_fired_time: 2.7831044197, propagate_forward_time: 149.0600433350, propagate_backward_time: 225.7227783203, weight_update_time: 0.4573786259, other_time: 5.3800506592
epoch time: 31.6525421143s, input_fired_time: 0.4452765584, output_fired_time: 0.0000000000, propagate_forward_time: 30.2737216949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9335441589
validation[          , genome  9838] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       480.22342, best error:       480.22342 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 389.0905151367s, input_fired_time: 3.8407421112, output_fired_time: 2.7876548767, propagate_forward_time: 149.9811401367, propagate_backward_time: 227.1220703125, weight_update_time: 0.4527541697, other_time: 5.3589172363
epoch time: 31.7898788452s, input_fired_time: 0.4462650120, output_fired_time: 0.0000000000, propagate_forward_time: 30.3999366760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9436779022
validation[          , genome  9838] predictions:    9818/  10000 (98.18%), best:    9868/10000 (98.68%), error:       587.91199, best error:       480.22342 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 388.5921020508s, input_fired_time: 3.8403615952, output_fired_time: 2.7900192738, propagate_forward_time: 149.6906738281, propagate_backward_time: 226.8653259277, weight_update_time: 0.4558049440, other_time: 5.4057312012
epoch time: 31.7217216492s, input_fired_time: 0.4530180395, output_fired_time: 0.0000000000, propagate_forward_time: 30.3300018311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9387016296
validation[          , genome  9838] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       548.75616, best error:       480.22342 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 392.0827331543s, input_fired_time: 3.8689286709, output_fired_time: 2.8197216988, propagate_forward_time: 151.0261077881, propagate_backward_time: 228.9428405762, weight_update_time: 0.4605930746, other_time: 5.4251251221
epoch time: 31.6920719147s, input_fired_time: 0.4473028481, output_fired_time: 0.0000000000, propagate_forward_time: 30.3169422150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9278259277
validation[          , genome  9838] predictions:    9834/  10000 (98.34%), best:    9868/10000 (98.68%), error:       544.17065, best error:       480.22342 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 393.5075073242s, input_fired_time: 3.8986380100, output_fired_time: 2.8193290234, propagate_forward_time: 151.7104492188, propagate_backward_time: 229.5949096680, weight_update_time: 0.4664352238, other_time: 5.4841613770
epoch time: 31.9787063599s, input_fired_time: 0.4587167501, output_fired_time: 0.0000000000, propagate_forward_time: 30.5673713684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9526176453
validation[          , genome  9838] predictions:    9842/  10000 (98.42%), best:    9868/10000 (98.68%), error:       509.00323, best error:       480.22342 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 393.7301635742s, input_fired_time: 3.8715238571, output_fired_time: 2.8221197128, propagate_forward_time: 151.6683807373, propagate_backward_time: 229.9318389893, weight_update_time: 0.4617561400, other_time: 5.4363098145
epoch time: 31.4470996857s, input_fired_time: 0.4526301920, output_fired_time: 0.0000000000, propagate_forward_time: 30.0742416382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9202270508
validation[          , genome  9838] predictions:    9848/  10000 (98.48%), best:    9868/10000 (98.68%), error:       508.46155, best error:       480.22342 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 393.5656127930s, input_fired_time: 3.8781173229, output_fired_time: 2.8035132885, propagate_forward_time: 151.6197662354, propagate_backward_time: 229.7857208252, weight_update_time: 0.4636942744, other_time: 5.4784851074
epoch time: 31.6063423157s, input_fired_time: 0.4577097595, output_fired_time: 0.0000000000, propagate_forward_time: 30.1969642639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9516677856
validation[          , genome  9838] predictions:    9835/  10000 (98.35%), best:    9868/10000 (98.68%), error:       526.91620, best error:       480.22342 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 393.1459960938s, input_fired_time: 3.8759672642, output_fired_time: 2.8015530109, propagate_forward_time: 151.5385894775, propagate_backward_time: 229.4875183105, weight_update_time: 0.4594367445, other_time: 5.4423675537
epoch time: 31.7590656281s, input_fired_time: 0.4551287889, output_fired_time: 0.0000000000, propagate_forward_time: 30.3452758789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9586601257
validation[          , genome  9838] predictions:    9822/  10000 (98.22%), best:    9868/10000 (98.68%), error:       566.17743, best error:       480.22342 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 392.8865051270s, input_fired_time: 3.8853776455, output_fired_time: 2.8217227459, propagate_forward_time: 151.3584899902, propagate_backward_time: 229.3983001709, weight_update_time: 0.4586031735, other_time: 5.4226226807
epoch time: 31.5421295166s, input_fired_time: 0.4529471099, output_fired_time: 0.0000000000, propagate_forward_time: 30.1722946167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9168872833
validation[          , genome  9838] predictions:    9779/  10000 (97.79%), best:    9868/10000 (98.68%), error:       735.28223, best error:       480.22342 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 393.5840759277s, input_fired_time: 3.8875262737, output_fired_time: 2.8333590031, propagate_forward_time: 151.6596832275, propagate_backward_time: 229.7445526123, weight_update_time: 0.4595237970, other_time: 5.4589538574
epoch time: 31.8027782440s, input_fired_time: 0.4526710808, output_fired_time: 0.0000000000, propagate_forward_time: 30.4323902130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9177169800
validation[          , genome  9838] predictions:    9831/  10000 (98.31%), best:    9868/10000 (98.68%), error:       518.32410, best error:       480.22342 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 393.3556213379s, input_fired_time: 3.8755295277, output_fired_time: 2.8044285774, propagate_forward_time: 151.5914916992, propagate_backward_time: 229.6636962891, weight_update_time: 0.4613305032, other_time: 5.4204711914
epoch time: 31.7756233215s, input_fired_time: 0.4562346041, output_fired_time: 0.0000000000, propagate_forward_time: 30.3760433197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9433460236
validation[          , genome  9838] predictions:    9858/  10000 (98.58%), best:    9868/10000 (98.68%), error:       481.54538, best error:       480.22342 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 394.3194274902s, input_fired_time: 3.8942689896, output_fired_time: 2.8343265057, propagate_forward_time: 151.7412719727, propagate_backward_time: 230.3996124268, weight_update_time: 0.4627127945, other_time: 5.4499664307
epoch time: 31.7596855164s, input_fired_time: 0.4552456141, output_fired_time: 0.0000000000, propagate_forward_time: 30.3451843262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9592552185
validation[          , genome  9838] predictions:    9847/  10000 (98.47%), best:    9868/10000 (98.68%), error:       520.79742, best error:       480.22342 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 393.2610473633s, input_fired_time: 3.8912951946, output_fired_time: 2.8268613815, propagate_forward_time: 151.3779449463, propagate_backward_time: 229.6742095947, weight_update_time: 0.4657377601, other_time: 5.4907226562
epoch time: 31.6390533447s, input_fired_time: 0.4508838058, output_fired_time: 0.0000000000, propagate_forward_time: 30.2380237579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9501457214
validation[          , genome  9838] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       469.27014, best error:       469.27014 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 381.6356506348s, input_fired_time: 3.8219714165, output_fired_time: 2.7612583637, propagate_forward_time: 147.0388336182, propagate_backward_time: 222.6075592041, weight_update_time: 0.4524040520, other_time: 5.4060363770
epoch time: 31.6159610748s, input_fired_time: 0.4484329224, output_fired_time: 0.0000000000, propagate_forward_time: 30.2589797974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9085483551
validation[          , genome  9838] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       463.37039, best error:       463.37039 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 389.0928344727s, input_fired_time: 3.8420929909, output_fired_time: 2.7774288654, propagate_forward_time: 149.9595642090, propagate_backward_time: 227.0897521973, weight_update_time: 0.4613498151, other_time: 5.4239807129
epoch time: 31.6337871552s, input_fired_time: 0.4500552714, output_fired_time: 0.0000000000, propagate_forward_time: 30.2478256226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9359054565
validation[          , genome  9838] predictions:    9837/  10000 (98.37%), best:    9854/10000 (98.54%), error:       546.25098, best error:       463.37039 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 392.9497375488s, input_fired_time: 3.8767769337, output_fired_time: 2.8306028843, propagate_forward_time: 151.1189575195, propagate_backward_time: 229.6968688965, weight_update_time: 0.4578335881, other_time: 5.4265441895
epoch time: 31.6618824005s, input_fired_time: 0.4554192722, output_fired_time: 0.0000000000, propagate_forward_time: 30.2589836121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9474792480
validation[          , genome  9838] predictions:    9832/  10000 (98.32%), best:    9854/10000 (98.54%), error:       525.21045, best error:       463.37039 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 387.2015075684s, input_fired_time: 3.8554697037, output_fired_time: 2.7887401581, propagate_forward_time: 149.1430053711, propagate_backward_time: 226.0453796387, weight_update_time: 0.4524674714, other_time: 5.3689270020
epoch time: 31.1893157959s, input_fired_time: 0.4487972558, output_fired_time: 0.0000000000, propagate_forward_time: 29.8054294586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9350891113
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       455.27542, best error:       455.27542 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 387.4180908203s, input_fired_time: 3.8489677906, output_fired_time: 2.7851355076, propagate_forward_time: 149.2523040771, propagate_backward_time: 226.1652374268, weight_update_time: 0.4560540318, other_time: 5.3664550781
epoch time: 30.2193164825s, input_fired_time: 0.4383304715, output_fired_time: 0.0000000000, propagate_forward_time: 28.8696651459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9113216400
validation[          , genome  9838] predictions:    9860/  10000 (98.60%), best:    9859/10000 (98.59%), error:       500.76950, best error:       455.27542 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 386.9725341797s, input_fired_time: 3.8546130657, output_fired_time: 2.7855975628, propagate_forward_time: 149.0654296875, propagate_backward_time: 225.8594207764, weight_update_time: 0.4554443657, other_time: 5.4074859619
epoch time: 31.6705532074s, input_fired_time: 0.4529793262, output_fired_time: 0.0000000000, propagate_forward_time: 30.2775001526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9400730133
validation[          , genome  9838] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       478.39011, best error:       455.27542 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 387.6976318359s, input_fired_time: 3.8552579880, output_fired_time: 2.7895228863, propagate_forward_time: 149.6435699463, propagate_backward_time: 226.0610351562, weight_update_time: 0.4556161463, other_time: 5.3482513428
epoch time: 31.5438461304s, input_fired_time: 0.4563763738, output_fired_time: 0.0000000000, propagate_forward_time: 30.1431217194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9443473816
validation[          , genome  9838] predictions:    9846/  10000 (98.46%), best:    9859/10000 (98.59%), error:       531.00732, best error:       455.27542 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 385.3712158203s, input_fired_time: 3.8362319469, output_fired_time: 2.7519612312, propagate_forward_time: 148.4904174805, propagate_backward_time: 224.9344024658, weight_update_time: 0.4513266385, other_time: 5.3582000732
epoch time: 29.5716228485s, input_fired_time: 0.4309588969, output_fired_time: 0.0000000000, propagate_forward_time: 28.2506771088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8899860382
validation[          , genome  9838] predictions:    9831/  10000 (98.31%), best:    9859/10000 (98.59%), error:       519.61761, best error:       455.27542 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 390.7053527832s, input_fired_time: 3.8726069927, output_fired_time: 2.8139452934, propagate_forward_time: 150.5778198242, propagate_backward_time: 228.0055084229, weight_update_time: 0.4580984116, other_time: 5.4354705811
epoch time: 31.6307144165s, input_fired_time: 0.4520162344, output_fired_time: 0.0000000000, propagate_forward_time: 30.2476100922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9310874939
validation[          , genome  9838] predictions:    9840/  10000 (98.40%), best:    9859/10000 (98.59%), error:       485.98013, best error:       455.27542 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 386.0765991211s, input_fired_time: 3.8753020763, output_fired_time: 2.7803883553, propagate_forward_time: 148.7247314453, propagate_backward_time: 225.2956390381, weight_update_time: 0.4581746161, other_time: 5.4005279541
epoch time: 31.6727180481s, input_fired_time: 0.4539109766, output_fired_time: 0.0000000000, propagate_forward_time: 30.2896499634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9291572571
validation[          , genome  9838] predictions:    9864/  10000 (98.64%), best:    9859/10000 (98.59%), error:       484.97913, best error:       455.27542 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 388.7713623047s, input_fired_time: 3.8855199814, output_fired_time: 2.8208260536, propagate_forward_time: 149.6223754883, propagate_backward_time: 227.0100250244, weight_update_time: 0.4561746418, other_time: 5.4326019287
epoch time: 31.0810890198s, input_fired_time: 0.4521248937, output_fired_time: 0.0000000000, propagate_forward_time: 29.6909866333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9379768372
validation[          , genome  9838] predictions:    9841/  10000 (98.41%), best:    9859/10000 (98.59%), error:       476.19016, best error:       455.27542 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 382.3494873047s, input_fired_time: 3.8639581203, output_fired_time: 2.7514359951, propagate_forward_time: 147.4675292969, propagate_backward_time: 222.8412017822, weight_update_time: 0.4553720057, other_time: 5.4253692627
epoch time: 31.6135101318s, input_fired_time: 0.4571539760, output_fired_time: 0.0000000000, propagate_forward_time: 30.2146759033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9416809082
validation[          , genome  9838] predictions:    9832/  10000 (98.32%), best:    9859/10000 (98.59%), error:       542.16327, best error:       455.27542 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 387.5526428223s, input_fired_time: 3.8662011623, output_fired_time: 2.7937278748, propagate_forward_time: 149.4181365967, propagate_backward_time: 226.0844573975, weight_update_time: 0.4555766582, other_time: 5.3901062012
epoch time: 31.6204166412s, input_fired_time: 0.4597850442, output_fired_time: 0.0000000000, propagate_forward_time: 30.2149276733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9457035065
validation[          , genome  9838] predictions:    9850/  10000 (98.50%), best:    9859/10000 (98.59%), error:       515.22894, best error:       455.27542 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 389.1275024414s, input_fired_time: 3.8802101612, output_fired_time: 2.7945947647, propagate_forward_time: 150.0708770752, propagate_backward_time: 226.9432373047, weight_update_time: 0.4574671686, other_time: 5.4385833740
epoch time: 31.6294021606s, input_fired_time: 0.4516938627, output_fired_time: 0.0000000000, propagate_forward_time: 30.2644023895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9133052826
validation[          , genome  9838] predictions:    9841/  10000 (98.41%), best:    9859/10000 (98.59%), error:       517.80145, best error:       455.27542 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 384.4222412109s, input_fired_time: 3.8679702282, output_fired_time: 2.7756421566, propagate_forward_time: 148.2241821289, propagate_backward_time: 224.1767578125, weight_update_time: 0.4531575739, other_time: 5.3776855469
epoch time: 29.8234539032s, input_fired_time: 0.4409098029, output_fired_time: 0.0000000000, propagate_forward_time: 28.4795169830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9030265808
validation[          , genome  9838] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       532.78070, best error:       455.27542 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 391.5817871094s, input_fired_time: 3.9097106457, output_fired_time: 2.8311338425, propagate_forward_time: 150.7327117920, propagate_backward_time: 228.6844177246, weight_update_time: 0.4592572749, other_time: 5.4238128662
epoch time: 31.6479282379s, input_fired_time: 0.4539828002, output_fired_time: 0.0000000000, propagate_forward_time: 30.2633285522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9306163788
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       474.21231, best error:       455.27542 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 389.7992553711s, input_fired_time: 3.9169392586, output_fired_time: 2.8526220322, propagate_forward_time: 150.1434631348, propagate_backward_time: 227.3977203369, weight_update_time: 0.4648063779, other_time: 5.4885101318
epoch time: 31.6271476746s, input_fired_time: 0.4573351443, output_fired_time: 0.0000000000, propagate_forward_time: 30.2239189148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9458942413
validation[          , genome  9838] predictions:    9861/  10000 (98.61%), best:    9859/10000 (98.59%), error:       468.70483, best error:       455.27542 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 392.1904296875s, input_fired_time: 3.8920307159, output_fired_time: 2.7927608490, propagate_forward_time: 151.0909118652, propagate_backward_time: 228.9878997803, weight_update_time: 0.4583479762, other_time: 5.4268341064
epoch time: 31.4895095825s, input_fired_time: 0.4528360367, output_fired_time: 0.0000000000, propagate_forward_time: 30.0803012848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9563732147
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       458.35321, best error:       455.27542 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 391.6145324707s, input_fired_time: 3.9371542931, output_fired_time: 2.8296360970, propagate_forward_time: 150.5915069580, propagate_backward_time: 228.7750396729, weight_update_time: 0.4624338746, other_time: 5.4811706543
epoch time: 31.5705413818s, input_fired_time: 0.4550168812, output_fired_time: 0.0000000000, propagate_forward_time: 30.1892032623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9263210297
validation[          , genome  9838] predictions:    9845/  10000 (98.45%), best:    9859/10000 (98.59%), error:       499.81284, best error:       455.27542 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 390.5294494629s, input_fired_time: 3.8839857578, output_fired_time: 2.7873492241, propagate_forward_time: 150.5414276123, propagate_backward_time: 227.8911437988, weight_update_time: 0.4601109922, other_time: 5.4255523682
epoch time: 31.4905242920s, input_fired_time: 0.4559094906, output_fired_time: 0.0000000000, propagate_forward_time: 30.0921478271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9424667358
validation[          , genome  9838] predictions:    9844/  10000 (98.44%), best:    9859/10000 (98.59%), error:       516.25134, best error:       455.27542 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 387.7897949219s, input_fired_time: 3.8776822090, output_fired_time: 2.7942848206, propagate_forward_time: 149.2200317383, propagate_backward_time: 226.5026397705, weight_update_time: 0.4550433159, other_time: 5.3951568604
epoch time: 31.5589313507s, input_fired_time: 0.4577686191, output_fired_time: 0.0000000000, propagate_forward_time: 30.1587085724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9424533844
validation[          , genome  9838] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       477.77725, best error:       455.27542 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 388.2199096680s, input_fired_time: 3.8769338131, output_fired_time: 2.7954742908, propagate_forward_time: 149.6757507324, propagate_backward_time: 226.4879608154, weight_update_time: 0.4550789893, other_time: 5.3838043213
epoch time: 31.7312488556s, input_fired_time: 0.4547996223, output_fired_time: 0.0000000000, propagate_forward_time: 30.3318443298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9446048737
validation[          , genome  9838] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       510.87219, best error:       455.27542 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 391.6309509277s, input_fired_time: 3.8962397575, output_fired_time: 2.7932443619, propagate_forward_time: 150.7851867676, propagate_backward_time: 228.7721099854, weight_update_time: 0.4581463933, other_time: 5.3841705322
epoch time: 31.6234683990s, input_fired_time: 0.4558420777, output_fired_time: 0.0000000000, propagate_forward_time: 30.2249679565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9426574707
validation[          , genome  9838] predictions:    9842/  10000 (98.42%), best:    9859/10000 (98.59%), error:       506.44080, best error:       455.27542 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 387.3552551270s, input_fired_time: 3.8799626827, output_fired_time: 2.7917029858, propagate_forward_time: 148.9318847656, propagate_backward_time: 226.3750457764, weight_update_time: 0.4559405148, other_time: 5.3766326904
epoch time: 31.7146987915s, input_fired_time: 0.4579310119, output_fired_time: 0.0000000000, propagate_forward_time: 30.3183803558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9383869171
validation[          , genome  9838] predictions:    9830/  10000 (98.30%), best:    9859/10000 (98.59%), error:       559.81207, best error:       455.27542 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 389.4476318359s, input_fired_time: 3.8851256371, output_fired_time: 2.8045058250, propagate_forward_time: 149.8776245117, propagate_backward_time: 227.4354553223, weight_update_time: 0.4616035819, other_time: 5.4449157715
epoch time: 31.6155433655s, input_fired_time: 0.4650490880, output_fired_time: 0.0000000000, propagate_forward_time: 30.1980342865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9524593353
validation[          , genome  9838] predictions:    9814/  10000 (98.14%), best:    9859/10000 (98.59%), error:       558.86804, best error:       455.27542 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 389.8059997559s, input_fired_time: 3.8955044746, output_fired_time: 2.7995784283, propagate_forward_time: 150.0157318115, propagate_backward_time: 227.7137145996, weight_update_time: 0.4551031888, other_time: 5.3814544678
epoch time: 31.3969039917s, input_fired_time: 0.4630835950, output_fired_time: 0.0000000000, propagate_forward_time: 29.9744319916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9593887329
validation[          , genome  9838] predictions:    9854/  10000 (98.54%), best:    9859/10000 (98.59%), error:       498.47681, best error:       455.27542 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 387.4327697754s, input_fired_time: 3.8815076351, output_fired_time: 2.7923779488, propagate_forward_time: 149.0010986328, propagate_backward_time: 226.3306579590, weight_update_time: 0.4574339390, other_time: 5.4271240234
epoch time: 30.0338630676s, input_fired_time: 0.4440271258, output_fired_time: 0.0000000000, propagate_forward_time: 28.6731128693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9167232513
validation[          , genome  9838] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       452.64035, best error:       452.64035 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 388.2151794434s, input_fired_time: 3.8892788887, output_fired_time: 2.7960219383, propagate_forward_time: 149.4759521484, propagate_backward_time: 226.7042083740, weight_update_time: 0.4539420605, other_time: 5.3497161865
epoch time: 31.5390987396s, input_fired_time: 0.4627827704, output_fired_time: 0.0000000000, propagate_forward_time: 30.1280269623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9482898712
validation[          , genome  9838] predictions:    9864/  10000 (98.64%), best:    9857/10000 (98.57%), error:       480.02551, best error:       452.64035 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 384.3854064941s, input_fired_time: 3.8760373592, output_fired_time: 2.7673881054, propagate_forward_time: 148.1847686768, propagate_backward_time: 224.1692962646, weight_update_time: 0.4529207945, other_time: 5.3879089355
epoch time: 30.9005794525s, input_fired_time: 0.4512472153, output_fired_time: 0.0000000000, propagate_forward_time: 29.5117435455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9375896454
validation[          , genome  9838] predictions:    9848/  10000 (98.48%), best:    9857/10000 (98.57%), error:       489.04449, best error:       452.64035 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 388.5254516602s, input_fired_time: 3.8881671429, output_fired_time: 2.7982280254, propagate_forward_time: 149.2449493408, propagate_backward_time: 227.2130432129, weight_update_time: 0.4560619593, other_time: 5.3810882568
epoch time: 29.3792171478s, input_fired_time: 0.4442334175, output_fired_time: 0.0000000000, propagate_forward_time: 28.0274295807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9075546265
validation[          , genome  9838] predictions:    9839/  10000 (98.39%), best:    9857/10000 (98.57%), error:       510.73358, best error:       452.64035 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 384.9958190918s, input_fired_time: 3.8698663712, output_fired_time: 2.7616553307, propagate_forward_time: 148.3084259033, propagate_backward_time: 224.6769409180, weight_update_time: 0.4525983036, other_time: 5.3789215088
epoch time: 31.7091865540s, input_fired_time: 0.4605943561, output_fired_time: 0.0000000000, propagate_forward_time: 30.2963733673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9522190094
validation[          , genome  9838] predictions:    9863/  10000 (98.63%), best:    9857/10000 (98.57%), error:       482.18442, best error:       452.64035 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 387.3223876953s, input_fired_time: 3.8822174072, output_fired_time: 2.7890853882, propagate_forward_time: 149.2049407959, propagate_backward_time: 226.0398712158, weight_update_time: 0.4544657469, other_time: 5.4062805176
epoch time: 31.7530078888s, input_fired_time: 0.4579278231, output_fired_time: 0.0000000000, propagate_forward_time: 30.3398361206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9552440643
validation[          , genome  9838] predictions:    9851/  10000 (98.51%), best:    9857/10000 (98.57%), error:       487.70367, best error:       452.64035 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 393.2721557617s, input_fired_time: 3.9269540310, output_fired_time: 2.8502175808, propagate_forward_time: 151.3253326416, propagate_backward_time: 229.6931304932, weight_update_time: 0.4620289207, other_time: 5.4765319824
epoch time: 31.7907619476s, input_fired_time: 0.4604388177, output_fired_time: 0.0000000000, propagate_forward_time: 30.3840618134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9462604523
validation[          , genome  9838] predictions:    9851/  10000 (98.51%), best:    9857/10000 (98.57%), error:       464.01459, best error:       452.64035 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 393.1412048340s, input_fired_time: 3.9163792133, output_fired_time: 2.8264961243, propagate_forward_time: 151.3220062256, propagate_backward_time: 229.6640777588, weight_update_time: 0.4576717317, other_time: 5.4122314453
epoch time: 31.7335300446s, input_fired_time: 0.4607345760, output_fired_time: 0.0000000000, propagate_forward_time: 30.3348636627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9379310608
validation[          , genome  9838] predictions:    9854/  10000 (98.54%), best:    9857/10000 (98.57%), error:       487.42422, best error:       452.64035 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 390.9866638184s, input_fired_time: 3.9379520416, output_fired_time: 2.8013837337, propagate_forward_time: 150.6779937744, propagate_backward_time: 228.1301269531, weight_update_time: 0.4581225812, other_time: 5.4391937256
epoch time: 31.6998252869s, input_fired_time: 0.4594257772, output_fired_time: 0.0000000000, propagate_forward_time: 30.3014354706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9389648438
validation[          , genome  9838] predictions:    9845/  10000 (98.45%), best:    9857/10000 (98.57%), error:       464.86508, best error:       452.64035 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 391.0419921875s, input_fired_time: 3.9114732742, output_fired_time: 2.8041837215, propagate_forward_time: 150.5476684570, propagate_backward_time: 228.3455810547, weight_update_time: 0.4577168226, other_time: 5.4331054688
epoch time: 31.6310653687s, input_fired_time: 0.4599170685, output_fired_time: 0.0000000000, propagate_forward_time: 30.2205829620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9505653381
validation[          , genome  9838] predictions:    9871/  10000 (98.71%), best:    9857/10000 (98.57%), error:       459.23062, best error:       452.64035 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 381.7442626953s, input_fired_time: 3.8687970638, output_fired_time: 2.7580823898, propagate_forward_time: 146.7365264893, propagate_backward_time: 223.0065612793, weight_update_time: 0.4528926909, other_time: 5.3742828369
epoch time: 31.2580814362s, input_fired_time: 0.4545595348, output_fired_time: 0.0000000000, propagate_forward_time: 29.8657283783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9377937317
validation[          , genome  9838] predictions:    9851/  10000 (98.51%), best:    9857/10000 (98.57%), error:       471.80081, best error:       452.64035 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 387.3996582031s, input_fired_time: 3.8893430233, output_fired_time: 2.7879710197, propagate_forward_time: 149.0169982910, propagate_backward_time: 226.2782745361, weight_update_time: 0.4567470849, other_time: 5.4270782471
epoch time: 31.5708045959s, input_fired_time: 0.4596409202, output_fired_time: 0.0000000000, propagate_forward_time: 30.1830825806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9280815125
validation[          , genome  9838] predictions:    9875/  10000 (98.75%), best:    9857/10000 (98.57%), error:       459.43289, best error:       452.64035 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 389.3748779297s, input_fired_time: 3.9131028652, output_fired_time: 2.7994761467, propagate_forward_time: 149.7505035400, propagate_backward_time: 227.5182952881, weight_update_time: 0.4566316605, other_time: 5.3934936523
epoch time: 29.3634414673s, input_fired_time: 0.4414826632, output_fired_time: 0.0000000000, propagate_forward_time: 28.0199527740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9020061493
validation[          , genome  9838] predictions:    9853/  10000 (98.53%), best:    9857/10000 (98.57%), error:       470.62079, best error:       452.64035 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 386.3557128906s, input_fired_time: 3.8810441494, output_fired_time: 2.7963697910, propagate_forward_time: 148.6082000732, propagate_backward_time: 225.7097167969, weight_update_time: 0.4546942115, other_time: 5.3603973389
epoch time: 30.5629634857s, input_fired_time: 0.4503836930, output_fired_time: 0.0000000000, propagate_forward_time: 29.1812095642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9313697815
validation[          , genome  9838] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       438.99207, best error:       438.99207 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 384.7106323242s, input_fired_time: 3.8828947544, output_fired_time: 2.7741978168, propagate_forward_time: 148.1217041016, propagate_backward_time: 224.5138549805, weight_update_time: 0.4581625462, other_time: 5.4179687500
epoch time: 31.2565250397s, input_fired_time: 0.4572186768, output_fired_time: 0.0000000000, propagate_forward_time: 29.8617286682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9375782013
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       456.33829, best error:       438.99207 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 389.6564941406s, input_fired_time: 3.9172465801, output_fired_time: 2.8146791458, propagate_forward_time: 149.9318542480, propagate_backward_time: 227.5431976318, weight_update_time: 0.4620788991, other_time: 5.4495391846
epoch time: 31.6256198883s, input_fired_time: 0.4604565203, output_fired_time: 0.0000000000, propagate_forward_time: 30.2370395660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9281234741
validation[          , genome  9838] predictions:    9858/  10000 (98.58%), best:    9867/10000 (98.67%), error:       478.50085, best error:       438.99207 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 387.6355285645s, input_fired_time: 3.9067349434, output_fired_time: 2.7957282066, propagate_forward_time: 149.0957336426, propagate_backward_time: 226.4579467773, weight_update_time: 0.4561804235, other_time: 5.3793945312
epoch time: 31.6657066345s, input_fired_time: 0.4668116570, output_fired_time: 0.0000000000, propagate_forward_time: 30.2583713531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9405231476
validation[          , genome  9838] predictions:    9852/  10000 (98.52%), best:    9867/10000 (98.67%), error:       496.49838, best error:       438.99207 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 382.6834716797s, input_fired_time: 3.8903846741, output_fired_time: 2.7585604191, propagate_forward_time: 147.4657592773, propagate_backward_time: 223.1802215576, weight_update_time: 0.4524873793, other_time: 5.3885345459
epoch time: 31.3931751251s, input_fired_time: 0.4567663968, output_fired_time: 0.0000000000, propagate_forward_time: 30.0074653625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9289436340
validation[          , genome  9838] predictions:    9861/  10000 (98.61%), best:    9867/10000 (98.67%), error:       474.47232, best error:       438.99207 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 392.5299072266s, input_fired_time: 3.9351196289, output_fired_time: 2.8231658936, propagate_forward_time: 151.1765899658, propagate_backward_time: 229.1444244385, weight_update_time: 0.4611485302, other_time: 5.4505920410
epoch time: 31.7219028473s, input_fired_time: 0.4607194662, output_fired_time: 0.0000000000, propagate_forward_time: 30.3346862793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9264965057
validation[          , genome  9838] predictions:    9868/  10000 (98.68%), best:    9867/10000 (98.67%), error:       445.96091, best error:       438.99207 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 385.8144836426s, input_fired_time: 3.9024031162, output_fired_time: 2.7777264118, propagate_forward_time: 148.7201385498, propagate_backward_time: 225.0108032227, weight_update_time: 0.4543031454, other_time: 5.4033966064
epoch time: 31.6777706146s, input_fired_time: 0.4662623703, output_fired_time: 0.0000000000, propagate_forward_time: 30.2782421112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9332656860
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       502.64038, best error:       438.99207 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 390.1186828613s, input_fired_time: 3.9172749519, output_fired_time: 2.8033623695, propagate_forward_time: 150.0686340332, propagate_backward_time: 227.9465942383, weight_update_time: 0.4581416547, other_time: 5.3828125000
epoch time: 31.5424194336s, input_fired_time: 0.4589367807, output_fired_time: 0.0000000000, propagate_forward_time: 30.1686191559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9148635864
validation[          , genome  9838] predictions:    9832/  10000 (98.32%), best:    9867/10000 (98.67%), error:       497.64575, best error:       438.99207 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 384.8151855469s, input_fired_time: 3.8770687580, output_fired_time: 2.7629511356, propagate_forward_time: 148.2282409668, propagate_backward_time: 224.5307617188, weight_update_time: 0.4565760791, other_time: 5.4161682129
epoch time: 30.3630428314s, input_fired_time: 0.4535302520, output_fired_time: 0.0000000000, propagate_forward_time: 28.9913501740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9181632996
validation[          , genome  9838] predictions:    9866/  10000 (98.66%), best:    9867/10000 (98.67%), error:       440.88058, best error:       438.99207 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 391.0979614258s, input_fired_time: 3.9199435711, output_fired_time: 2.8070545197, propagate_forward_time: 150.5175933838, propagate_backward_time: 228.4073181152, weight_update_time: 0.4588498771, other_time: 5.4460296631
epoch time: 31.5884437561s, input_fired_time: 0.4646654427, output_fired_time: 0.0000000000, propagate_forward_time: 30.1803150177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9434623718
validation[          , genome  9838] predictions:    9864/  10000 (98.64%), best:    9867/10000 (98.67%), error:       457.61102, best error:       438.99207 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 389.4584655762s, input_fired_time: 3.9224960804, output_fired_time: 2.7949950695, propagate_forward_time: 149.9519042969, propagate_backward_time: 227.3638153076, weight_update_time: 0.4585336447, other_time: 5.4252777100
epoch time: 31.5277881622s, input_fired_time: 0.4684646428, output_fired_time: 0.0000000000, propagate_forward_time: 30.1036014557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9557228088
validation[          , genome  9838] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       491.55115, best error:       438.99207 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 392.1489562988s, input_fired_time: 3.9259130955, output_fired_time: 2.8234622478, propagate_forward_time: 150.9590759277, propagate_backward_time: 229.0301361084, weight_update_time: 0.4597092569, other_time: 5.4103851318
epoch time: 31.5877914429s, input_fired_time: 0.4621529877, output_fired_time: 0.0000000000, propagate_forward_time: 30.1731548309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9524841309
validation[          , genome  9838] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       447.67847, best error:       438.99207 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 385.8723754883s, input_fired_time: 3.9022867680, output_fired_time: 2.7720503807, propagate_forward_time: 148.4675598145, propagate_backward_time: 225.3319702148, weight_update_time: 0.4548011124, other_time: 5.3984985352
epoch time: 31.7785167694s, input_fired_time: 0.4626266658, output_fired_time: 0.0000000000, propagate_forward_time: 30.3682041168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9476852417
validation[          , genome  9838] predictions:    9844/  10000 (98.44%), best:    9867/10000 (98.67%), error:       516.62341, best error:       438.99207 on epoch:    88, 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: 156.6337280273s, input_fired_time: 2.3057355881, output_fired_time: 0.0000000000, propagate_forward_time: 149.6285705566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.6994171143
best training[          , genome  9838] predictions:   49983/  50000 (99.97%), best:    9867/10000 (98.67%), error:       310.84686, best error:       438.99207 on epoch:    88, 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: 31.6845951080s, input_fired_time: 0.4615099132, output_fired_time: 0.0000000000, propagate_forward_time: 30.2775478363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9455375671
   testing[          , genome  9838] predictions:    9871/  10000 (98.71%), best:    9867/10000 (98.67%), error:       373.39523, best error:       438.99207 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:14:01 (70785): called boinc_finish(0)

</stderr_txt>
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