Nameexact_genome_1512568488_45_3652_1
Workunit2589499
Created7 Dec 2017, 5:54:32 UTC
Sent7 Dec 2017, 5:56:39 UTC
Report deadline10 Dec 2017, 0:44:10 UTC
Received7 Dec 2017, 7:40:40 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 43 min 27 sec
CPU time1 hours 37 min 35 sec
Validate stateValid
Credit695.75
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.07 MB
Peak swap size152.52 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0454914346, output_fired_time: 0.0000000000, propagate_forward_time: 4.0165910721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045004845
validation[          , genome  3652] predictions:    9554/  10000 (95.54%), best:    9595/10000 (95.95%), error:      1398.94958, best error:      1328.61279 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.5525741577s, input_fired_time: 0.3596984446, output_fired_time: 0.3691419065, propagate_forward_time: 20.0402507782, propagate_backward_time: 30.4938125610, weight_update_time: 0.1527087837, other_time: 2.2896728516
epoch time: 4.3959097862s, input_fired_time: 0.0448236503, output_fired_time: 0.0000000000, propagate_forward_time: 3.9432849884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4078011513
validation[          , genome  3652] predictions:    9565/  10000 (95.65%), best:    9595/10000 (95.95%), error:      1452.61047, best error:      1328.61279 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.1670570374s, input_fired_time: 0.3572632074, output_fired_time: 0.3551004529, propagate_forward_time: 19.8701190948, propagate_backward_time: 30.3020706177, weight_update_time: 0.1476483643, other_time: 2.2825088501
epoch time: 4.3213872910s, input_fired_time: 0.0430740565, output_fired_time: 0.0000000000, propagate_forward_time: 3.8810951710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3972179890
validation[          , genome  3652] predictions:    9585/  10000 (95.85%), best:    9595/10000 (95.95%), error:      1371.19617, best error:      1328.61279 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.2313156128s, input_fired_time: 0.3511810005, output_fired_time: 0.3549126685, propagate_forward_time: 19.5582294464, propagate_backward_time: 29.7200164795, weight_update_time: 0.1449900419, other_time: 2.2469768524
epoch time: 4.4349594116s, input_fired_time: 0.0447417125, output_fired_time: 0.0000000000, propagate_forward_time: 3.9879338741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022839069
validation[          , genome  3652] predictions:    9603/  10000 (96.03%), best:    9603/10000 (96.03%), error:      1248.48511, best error:      1248.48511 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.4860153198s, input_fired_time: 0.3548692465, output_fired_time: 0.3607481718, propagate_forward_time: 20.0619678497, propagate_backward_time: 30.4173908234, weight_update_time: 0.1495636255, other_time: 2.2910366058
epoch time: 4.4104361534s, input_fired_time: 0.0434507169, output_fired_time: 0.0000000000, propagate_forward_time: 3.9674592018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3995261192
validation[          , genome  3652] predictions:    9569/  10000 (95.69%), best:    9603/10000 (96.03%), error:      1382.78589, best error:      1248.48511 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.5180282593s, input_fired_time: 0.3572770655, output_fired_time: 0.3630102575, propagate_forward_time: 20.0090465546, propagate_backward_time: 30.4866065979, weight_update_time: 0.1485721618, other_time: 2.3020896912
epoch time: 4.4017987251s, input_fired_time: 0.0460630544, output_fired_time: 0.0000000000, propagate_forward_time: 3.9573667049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3983690739
validation[          , genome  3652] predictions:    9614/  10000 (96.14%), best:    9603/10000 (96.03%), error:      1297.70996, best error:      1248.48511 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.2368011475s, input_fired_time: 0.3553355038, output_fired_time: 0.3569851816, propagate_forward_time: 19.9707221985, propagate_backward_time: 30.2661418915, weight_update_time: 0.1504004896, other_time: 2.2876148224
epoch time: 4.4681267738s, input_fired_time: 0.0443562195, output_fired_time: 0.0000000000, propagate_forward_time: 4.0234451294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003252983
validation[          , genome  3652] predictions:    9624/  10000 (96.24%), best:    9624/10000 (96.24%), error:      1245.75195, best error:      1245.75195 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.6951408386s, input_fired_time: 0.3593018949, output_fired_time: 0.3679039776, propagate_forward_time: 20.1612472534, propagate_backward_time: 30.5161323547, weight_update_time: 0.1517729312, other_time: 2.2905540466
epoch time: 4.3968987465s, input_fired_time: 0.0440851077, output_fired_time: 0.0000000000, propagate_forward_time: 3.9477703571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4050433636
validation[          , genome  3652] predictions:    9616/  10000 (96.16%), best:    9624/10000 (96.24%), error:      1288.22852, best error:      1245.75195 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 52.6297607422s, input_fired_time: 0.3512829840, output_fired_time: 0.3526462913, propagate_forward_time: 19.6672019958, propagate_backward_time: 29.9774780273, weight_update_time: 0.1484038234, other_time: 2.2811508179
epoch time: 4.4097146988s, input_fired_time: 0.0442141630, output_fired_time: 0.0000000000, propagate_forward_time: 3.9572455883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082548618
validation[          , genome  3652] predictions:    9627/  10000 (96.27%), best:    9624/10000 (96.24%), error:      1287.22766, best error:      1245.75195 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.0065002441s, input_fired_time: 0.3529597521, output_fired_time: 0.3587255776, propagate_forward_time: 19.7699489594, propagate_backward_time: 30.2353305817, weight_update_time: 0.1485173851, other_time: 2.2895336151
epoch time: 4.4686622620s, input_fired_time: 0.0438144132, output_fired_time: 0.0000000000, propagate_forward_time: 4.0182037354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066443443
validation[          , genome  3652] predictions:    9603/  10000 (96.03%), best:    9624/10000 (96.24%), error:      1322.99585, best error:      1245.75195 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.8191986084s, input_fired_time: 0.3589202166, output_fired_time: 0.3620878458, propagate_forward_time: 20.1208229065, propagate_backward_time: 30.6925296783, weight_update_time: 0.1481514722, other_time: 2.2848377228
epoch time: 4.3304815292s, input_fired_time: 0.0443045869, output_fired_time: 0.0000000000, propagate_forward_time: 3.8907649517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3954122066
validation[          , genome  3652] predictions:    9588/  10000 (95.88%), best:    9624/10000 (96.24%), error:      1383.10217, best error:      1245.75195 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6370391846s, input_fired_time: 0.3561447263, output_fired_time: 0.3627507687, propagate_forward_time: 20.0364532471, propagate_backward_time: 30.5815868378, weight_update_time: 0.1478718370, other_time: 2.3001041412
epoch time: 4.3575873375s, input_fired_time: 0.0440343209, output_fired_time: 0.0000000000, propagate_forward_time: 3.9186038971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949489594
validation[          , genome  3652] predictions:    9611/  10000 (96.11%), best:    9624/10000 (96.24%), error:      1295.50452, best error:      1245.75195 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.6284828186s, input_fired_time: 0.3577049673, output_fired_time: 0.3628494740, propagate_forward_time: 20.0915374756, propagate_backward_time: 30.5161705017, weight_update_time: 0.1489648074, other_time: 2.3002204895
epoch time: 4.4375686646s, input_fired_time: 0.0446291082, output_fired_time: 0.0000000000, propagate_forward_time: 3.9878199100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051196575
validation[          , genome  3652] predictions:    9566/  10000 (95.66%), best:    9624/10000 (96.24%), error:      1367.10925, best error:      1245.75195 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.1491622925s, input_fired_time: 0.3636132777, output_fired_time: 0.3628234863, propagate_forward_time: 20.2810344696, propagate_backward_time: 30.8378829956, weight_update_time: 0.1502968669, other_time: 2.3038101196
epoch time: 4.5229525566s, input_fired_time: 0.0446438305, output_fired_time: 0.0000000000, propagate_forward_time: 4.0716085434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067001343
validation[          , genome  3652] predictions:    9583/  10000 (95.83%), best:    9624/10000 (96.24%), error:      1331.64355, best error:      1245.75195 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.8582115173s, input_fired_time: 0.3590191305, output_fired_time: 0.3588196635, propagate_forward_time: 19.7825927734, propagate_backward_time: 30.0804119110, weight_update_time: 0.1498797238, other_time: 2.2773685455
epoch time: 4.5233612061s, input_fired_time: 0.0452327356, output_fired_time: 0.0000000000, propagate_forward_time: 4.0697178841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084105492
validation[          , genome  3652] predictions:    9593/  10000 (95.93%), best:    9624/10000 (96.24%), error:      1277.42419, best error:      1245.75195 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.0943565369s, input_fired_time: 0.3542533815, output_fired_time: 0.3587078154, propagate_forward_time: 19.8807926178, propagate_backward_time: 30.2143459320, weight_update_time: 0.1478763074, other_time: 2.2862567902
epoch time: 4.4395952225s, input_fired_time: 0.0444368124, output_fired_time: 0.0000000000, propagate_forward_time: 3.9871671200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079911709
validation[          , genome  3652] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1144.75671, best error:      1144.75671 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.7192955017s, input_fired_time: 0.3552491367, output_fired_time: 0.3564701974, propagate_forward_time: 19.7571563721, propagate_backward_time: 29.9754238129, weight_update_time: 0.1477840841, other_time: 2.2749958038
epoch time: 4.4719991684s, input_fired_time: 0.0453516766, output_fired_time: 0.0000000000, propagate_forward_time: 4.0162458420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104018211
validation[          , genome  3652] predictions:    9629/  10000 (96.29%), best:    9644/10000 (96.44%), error:      1178.55847, best error:      1144.75671 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.3954238892s, input_fired_time: 0.3598230183, output_fired_time: 0.3587256372, propagate_forward_time: 20.0462779999, propagate_backward_time: 30.3445911407, weight_update_time: 0.1488530934, other_time: 2.2860088348
epoch time: 4.4781904221s, input_fired_time: 0.0441006906, output_fired_time: 0.0000000000, propagate_forward_time: 4.0305376053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035520554
validation[          , genome  3652] predictions:    9616/  10000 (96.16%), best:    9644/10000 (96.44%), error:      1289.60986, best error:      1144.75671 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.5291938782s, input_fired_time: 0.3545721471, output_fired_time: 0.3521223068, propagate_forward_time: 19.6790599823, propagate_backward_time: 29.8726139069, weight_update_time: 0.1486154199, other_time: 2.2708263397
epoch time: 4.5757923126s, input_fired_time: 0.0474737994, output_fired_time: 0.0000000000, propagate_forward_time: 4.1201605797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081578255
validation[          , genome  3652] predictions:    9612/  10000 (96.12%), best:    9644/10000 (96.44%), error:      1220.23840, best error:      1144.75671 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.0637779236s, input_fired_time: 0.3559537530, output_fired_time: 0.3590621352, propagate_forward_time: 19.8281688690, propagate_backward_time: 30.2399673462, weight_update_time: 0.1476768702, other_time: 2.2806243896
epoch time: 4.4844889641s, input_fired_time: 0.0454251096, output_fired_time: 0.0000000000, propagate_forward_time: 4.0279641151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110999107
validation[          , genome  3652] predictions:    9648/  10000 (96.48%), best:    9644/10000 (96.44%), error:      1152.79309, best error:      1144.75671 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.2764930725s, input_fired_time: 0.3587420881, output_fired_time: 0.3569256961, propagate_forward_time: 19.9676837921, propagate_backward_time: 30.3060474396, weight_update_time: 0.1524266303, other_time: 2.2870922089
epoch time: 4.3732619286s, input_fired_time: 0.0453667715, output_fired_time: 0.0000000000, propagate_forward_time: 3.9227144718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051806927
validation[          , genome  3652] predictions:    9582/  10000 (95.82%), best:    9644/10000 (96.44%), error:      1294.76965, best error:      1144.75671 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.3852043152s, input_fired_time: 0.3587149978, output_fired_time: 0.3557567000, propagate_forward_time: 19.9833183289, propagate_backward_time: 30.4123115540, weight_update_time: 0.1473452151, other_time: 2.2751045227
epoch time: 4.6140060425s, input_fired_time: 0.0460145175, output_fired_time: 0.0000000000, propagate_forward_time: 4.1513147354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166769981
validation[          , genome  3652] predictions:    9606/  10000 (96.06%), best:    9644/10000 (96.44%), error:      1240.74817, best error:      1144.75671 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.3457527161s, input_fired_time: 0.3534217775, output_fired_time: 0.3535560966, propagate_forward_time: 19.5602130890, propagate_backward_time: 29.8162193298, weight_update_time: 0.1472237110, other_time: 2.2623405457
epoch time: 4.5901122093s, input_fired_time: 0.0471951663, output_fired_time: 0.0000000000, propagate_forward_time: 4.1339888573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089283943
validation[          , genome  3652] predictions:    9573/  10000 (95.73%), best:    9644/10000 (96.44%), error:      1358.57214, best error:      1144.75671 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 52.9965591431s, input_fired_time: 0.3587706089, output_fired_time: 0.3602090478, propagate_forward_time: 19.8879127502, propagate_backward_time: 30.1292972565, weight_update_time: 0.1464236826, other_time: 2.2603664398
epoch time: 4.5449924469s, input_fired_time: 0.0454259925, output_fired_time: 0.0000000000, propagate_forward_time: 4.0978298187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017367363
validation[          , genome  3652] predictions:    9641/  10000 (96.41%), best:    9641/10000 (96.41%), error:      1137.96606, best error:      1137.96606 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.5333290100s, input_fired_time: 0.3579549193, output_fired_time: 0.3597725332, propagate_forward_time: 20.0520782471, propagate_backward_time: 30.4764556885, weight_update_time: 0.1476310641, other_time: 2.2870674133
epoch time: 4.6256647110s, input_fired_time: 0.0462250859, output_fired_time: 0.0000000000, propagate_forward_time: 4.1684050560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110345840
validation[          , genome  3652] predictions:    9627/  10000 (96.27%), best:    9641/10000 (96.41%), error:      1146.70789, best error:      1137.96606 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.5168724060s, input_fired_time: 0.3593120575, output_fired_time: 0.3607506156, propagate_forward_time: 20.0597133636, propagate_backward_time: 30.4433383942, weight_update_time: 0.1491086334, other_time: 2.2937602997
epoch time: 4.3568096161s, input_fired_time: 0.0452443287, output_fired_time: 0.0000000000, propagate_forward_time: 3.9179401398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936252594
validation[          , genome  3652] predictions:    9615/  10000 (96.15%), best:    9641/10000 (96.41%), error:      1217.44751, best error:      1137.96606 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.3523139954s, input_fired_time: 0.3573365808, output_fired_time: 0.3590228856, propagate_forward_time: 20.0155391693, propagate_backward_time: 30.3352851868, weight_update_time: 0.1504098475, other_time: 2.2851295471
epoch time: 4.4662342072s, input_fired_time: 0.0443494990, output_fired_time: 0.0000000000, propagate_forward_time: 4.0179314613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039530754
validation[          , genome  3652] predictions:    9637/  10000 (96.37%), best:    9641/10000 (96.41%), error:      1161.44836, best error:      1137.96606 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.3052520752s, input_fired_time: 0.3575811982, output_fired_time: 0.3621785641, propagate_forward_time: 19.9488849640, propagate_backward_time: 30.3527507782, weight_update_time: 0.1484906375, other_time: 2.2838535309
epoch time: 4.5423812866s, input_fired_time: 0.0463506095, output_fired_time: 0.0000000000, propagate_forward_time: 4.0877513885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082794189
validation[          , genome  3652] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1098.39063, best error:      1098.39063 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.6352272034s, input_fired_time: 0.3646069169, output_fired_time: 0.3602131605, propagate_forward_time: 20.1116313934, propagate_backward_time: 30.5134067535, weight_update_time: 0.1497688442, other_time: 2.2853679657
epoch time: 4.5456762314s, input_fired_time: 0.0465353727, output_fired_time: 0.0000000000, propagate_forward_time: 4.0858235359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133172035
validation[          , genome  3652] predictions:    9603/  10000 (96.03%), best:    9677/10000 (96.77%), error:      1236.55176, best error:      1098.39063 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.4930191040s, input_fired_time: 0.3610290885, output_fired_time: 0.3589403033, propagate_forward_time: 20.0747356415, propagate_backward_time: 30.4062023163, weight_update_time: 0.1492577344, other_time: 2.2921085358
epoch time: 4.3869996071s, input_fired_time: 0.0448107012, output_fired_time: 0.0000000000, propagate_forward_time: 3.9402596951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019291401
validation[          , genome  3652] predictions:    9643/  10000 (96.43%), best:    9677/10000 (96.77%), error:      1161.38855, best error:      1098.39063 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.3446006775s, input_fired_time: 0.3601830900, output_fired_time: 0.3607302308, propagate_forward_time: 20.0039405823, propagate_backward_time: 30.3318862915, weight_update_time: 0.1496116519, other_time: 2.2878608704
epoch time: 4.4373769760s, input_fired_time: 0.0439248011, output_fired_time: 0.0000000000, propagate_forward_time: 3.9874134064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060387611
validation[          , genome  3652] predictions:    9579/  10000 (95.79%), best:    9677/10000 (96.77%), error:      1341.48657, best error:      1098.39063 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.3073616028s, input_fired_time: 0.3577466607, output_fired_time: 0.3583833873, propagate_forward_time: 19.9824810028, propagate_backward_time: 30.3336296082, weight_update_time: 0.1489135772, other_time: 2.2751197815
epoch time: 4.3111085892s, input_fired_time: 0.0446451120, output_fired_time: 0.0000000000, propagate_forward_time: 3.8553738594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110894203
validation[          , genome  3652] predictions:    9647/  10000 (96.47%), best:    9677/10000 (96.77%), error:      1141.81299, best error:      1098.39063 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.8679962158s, input_fired_time: 0.3589698374, output_fired_time: 0.3593995571, propagate_forward_time: 19.7802047729, propagate_backward_time: 30.0987167358, weight_update_time: 0.1495207697, other_time: 2.2707061768
epoch time: 4.3834357262s, input_fired_time: 0.0442975014, output_fired_time: 0.0000000000, propagate_forward_time: 3.9426782131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964598179
validation[          , genome  3652] predictions:    9653/  10000 (96.53%), best:    9677/10000 (96.77%), error:      1107.58667, best error:      1098.39063 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 52.9025497437s, input_fired_time: 0.3575319648, output_fired_time: 0.3573947549, propagate_forward_time: 19.8158836365, propagate_backward_time: 30.1027984619, weight_update_time: 0.1469703913, other_time: 2.2689399719
epoch time: 4.5079836845s, input_fired_time: 0.0453569777, output_fired_time: 0.0000000000, propagate_forward_time: 4.0499377251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126892090
validation[          , genome  3652] predictions:    9621/  10000 (96.21%), best:    9677/10000 (96.77%), error:      1165.59119, best error:      1098.39063 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.6089935303s, input_fired_time: 0.3613811731, output_fired_time: 0.3611983955, propagate_forward_time: 20.0594806671, propagate_backward_time: 30.5314350128, weight_update_time: 0.1487853080, other_time: 2.2954998016
epoch time: 4.4825496674s, input_fired_time: 0.0453222618, output_fired_time: 0.0000000000, propagate_forward_time: 4.0357308388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4014964104
validation[          , genome  3652] predictions:    9637/  10000 (96.37%), best:    9677/10000 (96.77%), error:      1139.01160, best error:      1098.39063 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 50.8111457825s, input_fired_time: 0.3461451828, output_fired_time: 0.3434841633, propagate_forward_time: 19.0508613586, propagate_backward_time: 28.8670711517, weight_update_time: 0.1433193684, other_time: 2.2035846710
epoch time: 4.2116317749s, input_fired_time: 0.0437067077, output_fired_time: 0.0000000000, propagate_forward_time: 3.7776131630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903117180
validation[          , genome  3652] predictions:    9606/  10000 (96.06%), best:    9677/10000 (96.77%), error:      1253.07300, best error:      1098.39063 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.6525154114s, input_fired_time: 0.3575187624, output_fired_time: 0.3533510566, propagate_forward_time: 19.7205410004, propagate_backward_time: 29.9456367493, weight_update_time: 0.1464001536, other_time: 2.2754707336
epoch time: 4.5067944527s, input_fired_time: 0.0465679131, output_fired_time: 0.0000000000, propagate_forward_time: 4.0559020042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043245316
validation[          , genome  3652] predictions:    9648/  10000 (96.48%), best:    9677/10000 (96.77%), error:      1171.72144, best error:      1098.39063 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.0989074707s, input_fired_time: 0.3598296344, output_fired_time: 0.3595506251, propagate_forward_time: 19.7621288300, propagate_backward_time: 30.3148307800, weight_update_time: 0.1493432224, other_time: 2.3025703430
epoch time: 4.4782137871s, input_fired_time: 0.0456410237, output_fired_time: 0.0000000000, propagate_forward_time: 4.0282669067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043059349
validation[          , genome  3652] predictions:    9655/  10000 (96.55%), best:    9677/10000 (96.77%), error:      1120.77783, best error:      1098.39063 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.4704551697s, input_fired_time: 0.3628970087, output_fired_time: 0.3579851985, propagate_forward_time: 19.9966259003, propagate_backward_time: 30.4493370056, weight_update_time: 0.1528624892, other_time: 2.3036079407
epoch time: 4.3185882568s, input_fired_time: 0.0444105417, output_fired_time: 0.0000000000, propagate_forward_time: 3.8806447983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3935327530
validation[          , genome  3652] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1069.76331, best error:      1069.76331 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.3686141968s, input_fired_time: 0.3628106713, output_fired_time: 0.3611275256, propagate_forward_time: 19.9504222870, propagate_backward_time: 30.4077816010, weight_update_time: 0.1482858658, other_time: 2.2864704132
epoch time: 4.3205604553s, input_fired_time: 0.0445685498, output_fired_time: 0.0000000000, propagate_forward_time: 3.8819425106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940494061
validation[          , genome  3652] predictions:    9620/  10000 (96.20%), best:    9661/10000 (96.61%), error:      1165.97534, best error:      1069.76331 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.6349220276s, input_fired_time: 0.3572632372, output_fired_time: 0.3554531038, propagate_forward_time: 19.7295036316, propagate_backward_time: 29.9227352142, weight_update_time: 0.1460029185, other_time: 2.2699680328
epoch time: 4.5553960800s, input_fired_time: 0.0457087010, output_fired_time: 0.0000000000, propagate_forward_time: 4.1000509262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096364975
validation[          , genome  3652] predictions:    9674/  10000 (96.74%), best:    9661/10000 (96.61%), error:      1078.04944, best error:      1069.76331 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.4582901001s, input_fired_time: 0.3605790138, output_fired_time: 0.3594545424, propagate_forward_time: 20.0189895630, propagate_backward_time: 30.4246330261, weight_update_time: 0.1507976353, other_time: 2.2946319580
epoch time: 4.5185117722s, input_fired_time: 0.0458262376, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650496483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076356888
validation[          , genome  3652] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1077.68372, best error:      1069.76331 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.9308128357s, input_fired_time: 0.3574251831, output_fired_time: 0.3546676934, propagate_forward_time: 19.7795524597, propagate_backward_time: 30.1515350342, weight_update_time: 0.1461610049, other_time: 2.2876319885
epoch time: 4.4429497719s, input_fired_time: 0.0456094220, output_fired_time: 0.0000000000, propagate_forward_time: 3.9938941002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034461975
validation[          , genome  3652] predictions:    9649/  10000 (96.49%), best:    9661/10000 (96.61%), error:      1099.07629, best error:      1069.76331 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 52.7849998474s, input_fired_time: 0.3569635749, output_fired_time: 0.3544763029, propagate_forward_time: 19.7492370605, propagate_backward_time: 30.0547370911, weight_update_time: 0.1462540478, other_time: 2.2695846558
epoch time: 4.5399746895s, input_fired_time: 0.0467352718, output_fired_time: 0.0000000000, propagate_forward_time: 4.0850086212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082307816
validation[          , genome  3652] predictions:    9634/  10000 (96.34%), best:    9661/10000 (96.61%), error:      1122.65784, best error:      1069.76331 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.4475173950s, input_fired_time: 0.3626555800, output_fired_time: 0.3594375551, propagate_forward_time: 20.0207252502, propagate_backward_time: 30.4133987427, weight_update_time: 0.1494474262, other_time: 2.2913017273
epoch time: 4.5571432114s, input_fired_time: 0.0455849282, output_fired_time: 0.0000000000, propagate_forward_time: 4.1029052734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086527824
validation[          , genome  3652] predictions:    9629/  10000 (96.29%), best:    9661/10000 (96.61%), error:      1147.89343, best error:      1069.76331 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.4311561584s, input_fired_time: 0.3603402376, output_fired_time: 0.3612401485, propagate_forward_time: 19.9691581726, propagate_backward_time: 30.4453220367, weight_update_time: 0.1483486444, other_time: 2.2950954437
epoch time: 4.3003711700s, input_fired_time: 0.0458035097, output_fired_time: 0.0000000000, propagate_forward_time: 3.8499140739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046535492
validation[          , genome  3652] predictions:    9619/  10000 (96.19%), best:    9661/10000 (96.61%), error:      1269.16003, best error:      1069.76331 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.4708633423s, input_fired_time: 0.3634761572, output_fired_time: 0.3608993888, propagate_forward_time: 20.0208301544, propagate_backward_time: 30.4414386749, weight_update_time: 0.1497638822, other_time: 2.2842159271
epoch time: 4.3529186249s, input_fired_time: 0.0448445901, output_fired_time: 0.0000000000, propagate_forward_time: 3.9164943695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915796280
validation[          , genome  3652] predictions:    9619/  10000 (96.19%), best:    9661/10000 (96.61%), error:      1117.88196, best error:      1069.76331 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.9083290100s, input_fired_time: 0.3616678119, output_fired_time: 0.3591822088, propagate_forward_time: 19.8005504608, propagate_backward_time: 30.1129188538, weight_update_time: 0.1495052874, other_time: 2.2740135193
epoch time: 4.4796514511s, input_fired_time: 0.0457198061, output_fired_time: 0.0000000000, propagate_forward_time: 4.0299563408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039754868
validation[          , genome  3652] predictions:    9600/  10000 (96.00%), best:    9661/10000 (96.61%), error:      1225.30847, best error:      1069.76331 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.3190994263s, input_fired_time: 0.3629455864, output_fired_time: 0.3606608808, propagate_forward_time: 19.9886837006, propagate_backward_time: 30.3205928802, weight_update_time: 0.1489434391, other_time: 2.2862186432
epoch time: 4.3449048996s, input_fired_time: 0.0460457131, output_fired_time: 0.0000000000, propagate_forward_time: 3.9021971226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3966619968
validation[          , genome  3652] predictions:    9589/  10000 (95.89%), best:    9661/10000 (96.61%), error:      1274.34241, best error:      1069.76331 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.7116737366s, input_fired_time: 0.3654109836, output_fired_time: 0.3617138565, propagate_forward_time: 20.1502685547, propagate_backward_time: 30.5420684814, weight_update_time: 0.1509508193, other_time: 2.2922134399
epoch time: 4.5013771057s, input_fired_time: 0.0458471440, output_fired_time: 0.0000000000, propagate_forward_time: 4.0479483604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075818062
validation[          , genome  3652] predictions:    9682/  10000 (96.82%), best:    9682/10000 (96.82%), error:      1062.88965, best error:      1062.88965 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.4224700928s, input_fired_time: 0.3625344932, output_fired_time: 0.3598581254, propagate_forward_time: 20.0049400330, propagate_backward_time: 30.4066524506, weight_update_time: 0.1493397057, other_time: 2.2884845734
epoch time: 4.3875660896s, input_fired_time: 0.0448334888, output_fired_time: 0.0000000000, propagate_forward_time: 3.9439883232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987441063
validation[          , genome  3652] predictions:    9655/  10000 (96.55%), best:    9682/10000 (96.82%), error:      1092.52686, best error:      1062.88965 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.5827713013s, input_fired_time: 0.3596863151, output_fired_time: 0.3609726131, propagate_forward_time: 20.1017704010, propagate_backward_time: 30.4875984192, weight_update_time: 0.1493837982, other_time: 2.2727394104
epoch time: 4.5785555840s, input_fired_time: 0.0457705744, output_fired_time: 0.0000000000, propagate_forward_time: 4.1233239174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4094610214
validation[          , genome  3652] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1059.24097, best error:      1059.24097 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 52.9088401794s, input_fired_time: 0.3601783514, output_fired_time: 0.3564756513, propagate_forward_time: 19.8519859314, propagate_backward_time: 30.0766353607, weight_update_time: 0.1469077170, other_time: 2.2635631561
epoch time: 4.5717806816s, input_fired_time: 0.0462010540, output_fired_time: 0.0000000000, propagate_forward_time: 4.1138496399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117298126
validation[          , genome  3652] predictions:    9638/  10000 (96.38%), best:    9678/10000 (96.78%), error:      1170.20984, best error:      1059.24097 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.1251792908s, input_fired_time: 0.3629157245, output_fired_time: 0.3597931862, propagate_forward_time: 19.9014549255, propagate_backward_time: 30.2274589539, weight_update_time: 0.1482049376, other_time: 2.2735557556
epoch time: 4.5590419769s, input_fired_time: 0.0462121926, output_fired_time: 0.0000000000, propagate_forward_time: 4.0955204964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173092842
validation[          , genome  3652] predictions:    9653/  10000 (96.53%), best:    9678/10000 (96.78%), error:      1092.89063, best error:      1059.24097 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.5664825439s, input_fired_time: 0.3606150150, output_fired_time: 0.3604116440, propagate_forward_time: 20.0928783417, propagate_backward_time: 30.4669589996, weight_update_time: 0.1488098651, other_time: 2.2856197357
epoch time: 4.4219889641s, input_fired_time: 0.0468790345, output_fired_time: 0.0000000000, propagate_forward_time: 3.9637477398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113624096
validation[          , genome  3652] predictions:    9622/  10000 (96.22%), best:    9678/10000 (96.78%), error:      1131.08630, best error:      1059.24097 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.7502670288s, input_fired_time: 0.3591561913, output_fired_time: 0.3569904268, propagate_forward_time: 19.6579399109, propagate_backward_time: 30.0992603302, weight_update_time: 0.1480441391, other_time: 2.2769184113
epoch time: 4.4887228012s, input_fired_time: 0.0470197611, output_fired_time: 0.0000000000, propagate_forward_time: 4.0318140984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4098887444
validation[          , genome  3652] predictions:    9630/  10000 (96.30%), best:    9678/10000 (96.78%), error:      1153.26831, best error:      1059.24097 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.1136474609s, input_fired_time: 0.3640514016, output_fired_time: 0.3569998741, propagate_forward_time: 19.9040184021, propagate_backward_time: 30.2078723907, weight_update_time: 0.1500167847, other_time: 2.2807064056
epoch time: 4.2587857246s, input_fired_time: 0.0446616113, output_fired_time: 0.0000000000, propagate_forward_time: 3.8207941055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933300972
validation[          , genome  3652] predictions:    9617/  10000 (96.17%), best:    9678/10000 (96.78%), error:      1253.98669, best error:      1059.24097 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.8599739075s, input_fired_time: 0.3648081720, output_fired_time: 0.3667744398, propagate_forward_time: 20.0972900391, propagate_backward_time: 30.7290630341, weight_update_time: 0.1521999240, other_time: 2.3020381927
epoch time: 4.4831814766s, input_fired_time: 0.0452644005, output_fired_time: 0.0000000000, propagate_forward_time: 4.0353412628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025759697
validation[          , genome  3652] predictions:    9660/  10000 (96.60%), best:    9678/10000 (96.78%), error:      1102.40820, best error:      1059.24097 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 52.4164352417s, input_fired_time: 0.3605170846, output_fired_time: 0.3563814461, propagate_forward_time: 19.6397113800, propagate_backward_time: 29.8047943115, weight_update_time: 0.1462051272, other_time: 2.2550354004
epoch time: 4.5882205963s, input_fired_time: 0.0463283472, output_fired_time: 0.0000000000, propagate_forward_time: 4.1319293976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099626541
validation[          , genome  3652] predictions:    9671/  10000 (96.71%), best:    9671/10000 (96.71%), error:      1051.64014, best error:      1051.64014 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.8776283264s, input_fired_time: 0.3648909032, output_fired_time: 0.3608682752, propagate_forward_time: 20.1737442017, propagate_backward_time: 30.6878108978, weight_update_time: 0.1492786705, other_time: 2.2903156281
epoch time: 4.5079255104s, input_fired_time: 0.0459018797, output_fired_time: 0.0000000000, propagate_forward_time: 4.0477480888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142756462
validation[          , genome  3652] predictions:    9656/  10000 (96.56%), best:    9671/10000 (96.71%), error:      1084.80432, best error:      1051.64014 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.1332054138s, input_fired_time: 0.3615112603, output_fired_time: 0.3595076799, propagate_forward_time: 19.9648761749, propagate_backward_time: 30.1585102081, weight_update_time: 0.1478527784, other_time: 2.2888011932
epoch time: 4.3834948540s, input_fired_time: 0.0452555045, output_fired_time: 0.0000000000, propagate_forward_time: 3.9358415604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023976326
validation[          , genome  3652] predictions:    9668/  10000 (96.68%), best:    9668/10000 (96.68%), error:      1046.53442, best error:      1046.53442 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.1707229614s, input_fired_time: 0.3632931113, output_fired_time: 0.3558436632, propagate_forward_time: 19.8604240417, propagate_backward_time: 30.2928981781, weight_update_time: 0.1496521980, other_time: 2.2982654572
epoch time: 4.4961504936s, input_fired_time: 0.0460114181, output_fired_time: 0.0000000000, propagate_forward_time: 4.0448555946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052834511
validation[          , genome  3652] predictions:    9665/  10000 (96.65%), best:    9668/10000 (96.68%), error:      1061.50220, best error:      1046.53442 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.2042884827s, input_fired_time: 0.3632120490, output_fired_time: 0.3592515290, propagate_forward_time: 19.8720531464, propagate_backward_time: 30.3400497437, weight_update_time: 0.1479012966, other_time: 2.2697219849
epoch time: 4.5335054398s, input_fired_time: 0.0461761057, output_fired_time: 0.0000000000, propagate_forward_time: 4.0831565857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041728973
validation[          , genome  3652] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1033.03394, best error:      1033.03394 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.9667015076s, input_fired_time: 0.3643650115, output_fired_time: 0.3634055257, propagate_forward_time: 20.2391109467, propagate_backward_time: 30.7120666504, weight_update_time: 0.1503239721, other_time: 2.2877502441
epoch time: 4.5141034126s, input_fired_time: 0.0469729789, output_fired_time: 0.0000000000, propagate_forward_time: 4.0562567711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108738899
validation[          , genome  3652] predictions:    9668/  10000 (96.68%), best:    9661/10000 (96.61%), error:      1040.27283, best error:      1033.03394 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.0176887512s, input_fired_time: 0.3625883758, output_fired_time: 0.3558475077, propagate_forward_time: 19.9384555817, propagate_backward_time: 30.0919780731, weight_update_time: 0.1483486742, other_time: 2.2688236237
epoch time: 4.2889080048s, input_fired_time: 0.0448214486, output_fired_time: 0.0000000000, propagate_forward_time: 3.8500845432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3940021992
validation[          , genome  3652] predictions:    9643/  10000 (96.43%), best:    9661/10000 (96.61%), error:      1100.18445, best error:      1033.03394 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 54.0683403015s, input_fired_time: 0.3675122857, output_fired_time: 0.3661448061, propagate_forward_time: 20.2692031860, propagate_backward_time: 30.7868061066, weight_update_time: 0.1479346156, other_time: 2.2786731720
epoch time: 4.4124469757s, input_fired_time: 0.0477026440, output_fired_time: 0.0000000000, propagate_forward_time: 3.9645035267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002406597
validation[          , genome  3652] predictions:    9550/  10000 (95.50%), best:    9661/10000 (96.61%), error:      1465.26428, best error:      1033.03394 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.6378021240s, input_fired_time: 0.3659789860, output_fired_time: 0.3621061146, propagate_forward_time: 20.0951976776, propagate_backward_time: 30.5239830017, weight_update_time: 0.1502366811, other_time: 2.2905387878
epoch time: 4.4533638954s, input_fired_time: 0.0463924669, output_fired_time: 0.0000000000, propagate_forward_time: 3.9998152256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4071562290
validation[          , genome  3652] predictions:    9621/  10000 (96.21%), best:    9661/10000 (96.61%), error:      1180.86060, best error:      1033.03394 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.0467109680s, input_fired_time: 0.3632403016, output_fired_time: 0.3567352593, propagate_forward_time: 19.8739147186, propagate_backward_time: 30.1761379242, weight_update_time: 0.1473470479, other_time: 2.2766819000
epoch time: 4.2309398651s, input_fired_time: 0.0447439551, output_fired_time: 0.0000000000, propagate_forward_time: 3.7928166389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933792114
validation[          , genome  3652] predictions:    9684/  10000 (96.84%), best:    9661/10000 (96.61%), error:      1036.51160, best error:      1033.03394 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 50.8828430176s, input_fired_time: 0.3505432010, output_fired_time: 0.3432385027, propagate_forward_time: 18.9575614929, propagate_backward_time: 29.0243625641, weight_update_time: 0.1421142966, other_time: 2.2071361542
epoch time: 4.2315278053s, input_fired_time: 0.0447239168, output_fired_time: 0.0000000000, propagate_forward_time: 3.8034737110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833301067
validation[          , genome  3652] predictions:    9645/  10000 (96.45%), best:    9661/10000 (96.61%), error:      1128.25537, best error:      1033.03394 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.5140838623s, input_fired_time: 0.3562470078, output_fired_time: 0.3527662456, propagate_forward_time: 19.6527862549, propagate_backward_time: 29.9214706421, weight_update_time: 0.1451593190, other_time: 2.2308120728
epoch time: 4.3013753891s, input_fired_time: 0.0449180268, output_fired_time: 0.0000000000, propagate_forward_time: 3.8571381569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3993191719
validation[          , genome  3652] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1025.83069, best error:      1025.83069 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.8345336914s, input_fired_time: 0.3640798330, output_fired_time: 0.3541830480, propagate_forward_time: 19.7590618134, propagate_backward_time: 30.0855426788, weight_update_time: 0.1481862068, other_time: 2.2716655731
epoch time: 4.4745326042s, input_fired_time: 0.0457126796, output_fired_time: 0.0000000000, propagate_forward_time: 4.0214443207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4073758125
validation[          , genome  3652] predictions:    9645/  10000 (96.45%), best:    9674/10000 (96.74%), error:      1086.70081, best error:      1025.83069 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.5181388855s, input_fired_time: 0.3656246066, output_fired_time: 0.3636101186, propagate_forward_time: 20.0016403198, propagate_backward_time: 30.5012760162, weight_update_time: 0.1488508582, other_time: 2.2859897614
epoch time: 4.5840301514s, input_fired_time: 0.0472971052, output_fired_time: 0.0000000000, propagate_forward_time: 4.1313195229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054136276
validation[          , genome  3652] predictions:    9622/  10000 (96.22%), best:    9674/10000 (96.74%), error:      1213.09106, best error:      1025.83069 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.5393981934s, input_fired_time: 0.3629150689, output_fired_time: 0.3582634330, propagate_forward_time: 19.9987716675, propagate_backward_time: 30.5382995605, weight_update_time: 0.1495026201, other_time: 2.2811470032
epoch time: 4.4198756218s, input_fired_time: 0.0459976271, output_fired_time: 0.0000000000, propagate_forward_time: 3.9709010124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029769897
validation[          , genome  3652] predictions:    9622/  10000 (96.22%), best:    9674/10000 (96.74%), error:      1184.80591, best error:      1025.83069 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.1002082825s, input_fired_time: 0.3644527793, output_fired_time: 0.3587667048, propagate_forward_time: 19.8348617554, propagate_backward_time: 30.2628917694, weight_update_time: 0.1490921825, other_time: 2.2792339325
epoch time: 4.5276341438s, input_fired_time: 0.0471644066, output_fired_time: 0.0000000000, propagate_forward_time: 4.0643281937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161415100
validation[          , genome  3652] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1113.76697, best error:      1025.83069 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.2826232910s, input_fired_time: 0.3612355590, output_fired_time: 0.3539969027, propagate_forward_time: 19.5604286194, propagate_backward_time: 29.7497272491, weight_update_time: 0.1476546675, other_time: 2.2572345734
epoch time: 4.4556484222s, input_fired_time: 0.0474270843, output_fired_time: 0.0000000000, propagate_forward_time: 4.0028176308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054036140
validation[          , genome  3652] predictions:    9643/  10000 (96.43%), best:    9674/10000 (96.74%), error:      1145.19019, best error:      1025.83069 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.6912269592s, input_fired_time: 0.3653561175, output_fired_time: 0.3559750319, propagate_forward_time: 20.1245384216, propagate_backward_time: 30.5686626434, weight_update_time: 0.1514752805, other_time: 2.2766933441
epoch time: 4.0801386833s, input_fired_time: 0.0432744734, output_fired_time: 0.0000000000, propagate_forward_time: 3.6530525684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838117123
validation[          , genome  3652] predictions:    9675/  10000 (96.75%), best:    9674/10000 (96.74%), error:      1048.20984, best error:      1025.83069 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.4243507385s, input_fired_time: 0.3661495745, output_fired_time: 0.3574080765, propagate_forward_time: 19.9932174683, propagate_backward_time: 30.4360141754, weight_update_time: 0.1489078552, other_time: 2.2715625763
epoch time: 4.4817786217s, input_fired_time: 0.0474199764, output_fired_time: 0.0000000000, propagate_forward_time: 4.0254573822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089012146
validation[          , genome  3652] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1051.15308, best error:      1025.83069 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.2448501587s, input_fired_time: 0.3645505011, output_fired_time: 0.3588010371, propagate_forward_time: 19.8684577942, propagate_backward_time: 30.3547725677, weight_update_time: 0.1494099349, other_time: 2.2982654572
epoch time: 4.4882330894s, input_fired_time: 0.0468986668, output_fired_time: 0.0000000000, propagate_forward_time: 4.0365171432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4048171043
validation[          , genome  3652] predictions:    9652/  10000 (96.52%), best:    9674/10000 (96.74%), error:      1096.18945, best error:      1025.83069 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 52.9863815308s, input_fired_time: 0.3615982234, output_fired_time: 0.3585478365, propagate_forward_time: 19.8534469604, propagate_backward_time: 30.1496849060, weight_update_time: 0.1476982236, other_time: 2.2631034851
epoch time: 4.4905214310s, input_fired_time: 0.0460465923, output_fired_time: 0.0000000000, propagate_forward_time: 4.0380101204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064645767
validation[          , genome  3652] predictions:    9616/  10000 (96.16%), best:    9674/10000 (96.74%), error:      1214.34363, best error:      1025.83069 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.4772186279s, input_fired_time: 0.3643461168, output_fired_time: 0.3587493300, propagate_forward_time: 20.0438251495, propagate_backward_time: 30.4136562347, weight_update_time: 0.1496081054, other_time: 2.2966403961
epoch time: 4.6020193100s, input_fired_time: 0.0463924967, output_fired_time: 0.0000000000, propagate_forward_time: 4.1500210762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4056057930
validation[          , genome  3652] predictions:    9631/  10000 (96.31%), best:    9674/10000 (96.74%), error:      1153.99207, best error:      1025.83069 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.7292404175s, input_fired_time: 0.3639098108, output_fired_time: 0.3584320545, propagate_forward_time: 20.1269130707, propagate_backward_time: 30.5860347748, weight_update_time: 0.1503672004, other_time: 2.2939472198
epoch time: 4.5851593018s, input_fired_time: 0.0483147725, output_fired_time: 0.0000000000, propagate_forward_time: 4.1265635490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102811813
validation[          , genome  3652] predictions:    9656/  10000 (96.56%), best:    9674/10000 (96.74%), error:      1084.01086, best error:      1025.83069 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 52.1539802551s, input_fired_time: 0.3597088456, output_fired_time: 0.3510563374, propagate_forward_time: 19.5433902740, propagate_backward_time: 29.6559352875, weight_update_time: 0.1462140679, other_time: 2.2438888550
epoch time: 4.5573391914s, input_fired_time: 0.0487261377, output_fired_time: 0.0000000000, propagate_forward_time: 4.1005296707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080834389
validation[          , genome  3652] predictions:    9637/  10000 (96.37%), best:    9674/10000 (96.74%), error:      1123.92419, best error:      1025.83069 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.1926116943s, input_fired_time: 0.3628739119, output_fired_time: 0.3586708307, propagate_forward_time: 19.8874034882, propagate_backward_time: 30.3104114532, weight_update_time: 0.1484986544, other_time: 2.2732524872
epoch time: 4.4910011292s, input_fired_time: 0.0467873514, output_fired_time: 0.0000000000, propagate_forward_time: 4.0320572853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4121565819
validation[          , genome  3652] predictions:    9631/  10000 (96.31%), best:    9674/10000 (96.74%), error:      1154.09863, best error:      1025.83069 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.4136161804s, input_fired_time: 0.3669939935, output_fired_time: 0.3587782383, propagate_forward_time: 19.9734973907, propagate_backward_time: 30.4389133453, weight_update_time: 0.1524693519, other_time: 2.2754344940
epoch time: 4.4524812698s, input_fired_time: 0.0453142710, output_fired_time: 0.0000000000, propagate_forward_time: 4.0074868202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3996801376
validation[          , genome  3652] predictions:    9595/  10000 (95.95%), best:    9674/10000 (96.74%), error:      1289.85364, best error:      1025.83069 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.4824371338s, input_fired_time: 0.3636591136, output_fired_time: 0.3617719710, propagate_forward_time: 20.0369892120, propagate_backward_time: 30.4542045593, weight_update_time: 0.1459518075, other_time: 2.2658119202
epoch time: 4.4251170158s, input_fired_time: 0.0465384983, output_fired_time: 0.0000000000, propagate_forward_time: 3.9779000282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4006786346
validation[          , genome  3652] predictions:    9660/  10000 (96.60%), best:    9674/10000 (96.74%), error:      1053.83582, best error:      1025.83069 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.1684074402s, input_fired_time: 0.3725257218, output_fired_time: 0.3580919802, propagate_forward_time: 19.9129543304, propagate_backward_time: 30.2425251007, weight_update_time: 0.1506311744, other_time: 2.2823085785
epoch time: 4.1130561829s, input_fired_time: 0.0441705585, output_fired_time: 0.0000000000, propagate_forward_time: 3.6846354008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842504025
validation[          , genome  3652] predictions:    9646/  10000 (96.46%), best:    9674/10000 (96.74%), error:      1119.46021, best error:      1025.83069 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.4266242981s, input_fired_time: 0.3662001193, output_fired_time: 0.3640426397, propagate_forward_time: 19.9742488861, propagate_backward_time: 30.4312095642, weight_update_time: 0.1504864097, other_time: 2.2909202576
epoch time: 4.4474253654s, input_fired_time: 0.0461311378, output_fired_time: 0.0000000000, propagate_forward_time: 3.9927902222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085040092
validation[          , genome  3652] predictions:    9632/  10000 (96.32%), best:    9674/10000 (96.74%), error:      1123.94104, best error:      1025.83069 on epoch:    83, 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: 22.1645793915s, input_fired_time: 0.2328392565, output_fired_time: 0.0000000000, propagate_forward_time: 19.8519058228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0798339844
best training[          , genome  3652] predictions:   49213/  50000 (98.43%), best:    9674/10000 (96.74%), error:      2846.97925, best error:      1025.83069 on epoch:    83, 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: 4.3730063438s, input_fired_time: 0.0448864326, output_fired_time: 0.0000000000, propagate_forward_time: 3.9275381565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005815983
   testing[          , genome  3652] predictions:    9721/  10000 (97.21%), best:    9674/10000 (96.74%), error:       924.45337, best error:      1025.83069 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:40:13 (5788): called boinc_finish(0)

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