Nameexact_genome_1512568488_44_6983_1
Workunit2606271
Created7 Dec 2017, 23:07:21 UTC
Sent7 Dec 2017, 23:17:03 UTC
Report deadline19 Dec 2017, 15:16:12 UTC
Received8 Dec 2017, 9:28:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 8 min 23 sec
CPU time3 hours 8 min 23 sec
Validate stateValid
Credit2,916.52
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.11 MB
Peak swap size154.99 MB
Peak disk usage1.29 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
566710

epoch time: 103.1764907837s, input_fired_time: 1.5833318233, output_fired_time: 1.0087740421, propagate_forward_time: 38.0696334839, propagate_backward_time: 60.0877799988, weight_update_time: 0.0915838480, other_time: 2.4269752502
epoch time: 8.1177377701s, input_fired_time: 0.1606984735, output_fired_time: 0.0000000000, propagate_forward_time: 7.5442824364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127569199
validation[          , genome  6983] predictions:    9736/  10000 (97.36%), best:    9732/10000 (97.32%), error:       857.44110, best error:       852.72864 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 106.0762329102s, input_fired_time: 1.6071246862, output_fired_time: 1.0371654034, propagate_forward_time: 39.2305374146, propagate_backward_time: 61.7532272339, weight_update_time: 0.0923330113, other_time: 2.4481811523
epoch time: 8.3011922836s, input_fired_time: 0.1721592695, output_fired_time: 0.0000000000, propagate_forward_time: 7.6966633797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4323697090
validation[          , genome  6983] predictions:    9783/  10000 (97.83%), best:    9783/10000 (97.83%), error:       753.99402, best error:       753.99402 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 104.4431457520s, input_fired_time: 1.5888423920, output_fired_time: 1.0183948278, propagate_forward_time: 38.6872711182, propagate_backward_time: 60.7169761658, weight_update_time: 0.0912276208, other_time: 2.4316596985
epoch time: 8.1662445068s, input_fired_time: 0.1624836624, output_fired_time: 0.0000000000, propagate_forward_time: 7.5873856544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163756371
validation[          , genome  6983] predictions:    9723/  10000 (97.23%), best:    9783/10000 (97.83%), error:       905.80859, best error:       753.99402 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 104.6404418945s, input_fired_time: 1.5956008434, output_fired_time: 1.0228394270, propagate_forward_time: 38.6275215149, propagate_backward_time: 60.9639549255, weight_update_time: 0.0911093056, other_time: 2.4305191040
epoch time: 8.1506252289s, input_fired_time: 0.1657058001, output_fired_time: 0.0000000000, propagate_forward_time: 7.5669651031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179544449
validation[          , genome  6983] predictions:    9724/  10000 (97.24%), best:    9783/10000 (97.83%), error:       897.98895, best error:       753.99402 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 103.8055114746s, input_fired_time: 1.5926841497, output_fired_time: 1.0073392391, propagate_forward_time: 38.4552497864, propagate_backward_time: 60.3495445251, weight_update_time: 0.0887660831, other_time: 2.4006958008
epoch time: 8.1542415619s, input_fired_time: 0.1635616571, output_fired_time: 0.0000000000, propagate_forward_time: 7.5702161789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4204635620
validation[          , genome  6983] predictions:    9698/  10000 (96.98%), best:    9783/10000 (97.83%), error:       994.48999, best error:       753.99402 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 103.3070602417s, input_fired_time: 1.5888121128, output_fired_time: 1.0078790188, propagate_forward_time: 38.1299400330, propagate_backward_time: 60.1849098206, weight_update_time: 0.0893003345, other_time: 2.3955154419
epoch time: 8.7720451355s, input_fired_time: 0.1725912541, output_fired_time: 0.0000000000, propagate_forward_time: 8.1615371704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4379167557
validation[          , genome  6983] predictions:    9760/  10000 (97.60%), best:    9783/10000 (97.83%), error:       799.29596, best error:       753.99402 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 103.7975997925s, input_fired_time: 1.5963522196, output_fired_time: 1.0118830204, propagate_forward_time: 38.3135833740, propagate_backward_time: 60.4663543701, weight_update_time: 0.0923103169, other_time: 2.4094238281
epoch time: 8.2042856216s, input_fired_time: 0.1650375575, output_fired_time: 0.0000000000, propagate_forward_time: 7.6171007156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221477509
validation[          , genome  6983] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       731.00208, best error:       731.00208 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 103.5281143188s, input_fired_time: 1.5773812532, output_fired_time: 1.0090832710, propagate_forward_time: 38.2227821350, propagate_backward_time: 60.3230552673, weight_update_time: 0.0887492672, other_time: 2.3958053589
epoch time: 8.2117147446s, input_fired_time: 0.1612352878, output_fired_time: 0.0000000000, propagate_forward_time: 7.6338124275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166674614
validation[          , genome  6983] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       829.21606, best error:       731.00208 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 103.3939590454s, input_fired_time: 1.5722384453, output_fired_time: 1.0119211674, propagate_forward_time: 38.1370277405, propagate_backward_time: 60.3081626892, weight_update_time: 0.0883124024, other_time: 2.3646087646
epoch time: 8.2942457199s, input_fired_time: 0.1641137004, output_fired_time: 0.0000000000, propagate_forward_time: 7.7123112679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178204536
validation[          , genome  6983] predictions:    9754/  10000 (97.54%), best:    9781/10000 (97.81%), error:       840.62036, best error:       731.00208 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 104.4506683350s, input_fired_time: 1.5836821795, output_fired_time: 1.0203408003, propagate_forward_time: 38.6082649231, propagate_backward_time: 60.8629150391, weight_update_time: 0.0897932798, other_time: 2.3754692078
epoch time: 8.3610172272s, input_fired_time: 0.1695266068, output_fired_time: 0.0000000000, propagate_forward_time: 7.7695565224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219336510
validation[          , genome  6983] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       854.28619, best error:       731.00208 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 102.6825103760s, input_fired_time: 1.5723881721, output_fired_time: 1.0080862045, propagate_forward_time: 37.9077110291, propagate_backward_time: 59.8610191345, weight_update_time: 0.0881191418, other_time: 2.3333053589
epoch time: 8.1195011139s, input_fired_time: 0.1638770700, output_fired_time: 0.0000000000, propagate_forward_time: 7.5441112518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115128517
validation[          , genome  6983] predictions:    9728/  10000 (97.28%), best:    9781/10000 (97.81%), error:       892.99695, best error:       731.00208 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 103.3315505981s, input_fired_time: 1.5766015053, output_fired_time: 1.0132484436, propagate_forward_time: 38.2331657410, propagate_backward_time: 60.1781272888, weight_update_time: 0.0877473727, other_time: 2.3304061890
epoch time: 8.2173757553s, input_fired_time: 0.1661811322, output_fired_time: 0.0000000000, propagate_forward_time: 7.6348218918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163722992
validation[          , genome  6983] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       825.57959, best error:       731.00208 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 103.3453750610s, input_fired_time: 1.5793424845, output_fired_time: 1.0162502527, propagate_forward_time: 38.1882705688, propagate_backward_time: 60.2243347168, weight_update_time: 0.0880512446, other_time: 2.3371734619
epoch time: 8.2781505585s, input_fired_time: 0.1653665006, output_fired_time: 0.0000000000, propagate_forward_time: 7.6909780502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4218063354
validation[          , genome  6983] predictions:    9770/  10000 (97.70%), best:    9781/10000 (97.81%), error:       771.33380, best error:       731.00208 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 103.8098602295s, input_fired_time: 1.5830945969, output_fired_time: 1.0207790136, propagate_forward_time: 38.2827873230, propagate_backward_time: 60.5519447327, weight_update_time: 0.0885261670, other_time: 2.3712539673
epoch time: 8.2749643326s, input_fired_time: 0.1630984545, output_fired_time: 0.0000000000, propagate_forward_time: 7.6922297478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196362495
validation[          , genome  6983] predictions:    9759/  10000 (97.59%), best:    9781/10000 (97.81%), error:       786.76721, best error:       731.00208 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 103.7044982910s, input_fired_time: 1.5831387043, output_fired_time: 1.0178700686, propagate_forward_time: 38.2837371826, propagate_backward_time: 60.4676170349, weight_update_time: 0.0883812830, other_time: 2.3521385193
epoch time: 8.2005701065s, input_fired_time: 0.1625609398, output_fired_time: 0.0000000000, propagate_forward_time: 7.6269845963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110250473
validation[          , genome  6983] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       719.39301, best error:       719.39301 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 103.0016479492s, input_fired_time: 1.5783866644, output_fired_time: 1.0071065426, propagate_forward_time: 38.1211166382, propagate_backward_time: 59.9770584106, weight_update_time: 0.0879017338, other_time: 2.3179855347
epoch time: 8.3109359741s, input_fired_time: 0.1642733365, output_fired_time: 0.0000000000, propagate_forward_time: 7.7334537506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132089615
validation[          , genome  6983] predictions:    9713/  10000 (97.13%), best:    9793/10000 (97.93%), error:       896.58502, best error:       719.39301 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 103.1073226929s, input_fired_time: 1.5688549280, output_fired_time: 1.0165030956, propagate_forward_time: 38.1706581116, propagate_backward_time: 60.0430717468, weight_update_time: 0.0880817845, other_time: 2.3082351685
epoch time: 8.1154270172s, input_fired_time: 0.1621696204, output_fired_time: 0.0000000000, propagate_forward_time: 7.5417323112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115252495
validation[          , genome  6983] predictions:    9770/  10000 (97.70%), best:    9793/10000 (97.93%), error:       744.57397, best error:       719.39301 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 102.2916641235s, input_fired_time: 1.5736070871, output_fired_time: 1.0054789782, propagate_forward_time: 37.8270225525, propagate_backward_time: 59.5663375854, weight_update_time: 0.0878574476, other_time: 2.3192176819
epoch time: 8.1975193024s, input_fired_time: 0.1652340144, output_fired_time: 0.0000000000, propagate_forward_time: 7.6157789230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4165067673
validation[          , genome  6983] predictions:    9764/  10000 (97.64%), best:    9793/10000 (97.93%), error:       823.16766, best error:       719.39301 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 102.5501708984s, input_fired_time: 1.5737323761, output_fired_time: 1.0049731731, propagate_forward_time: 37.8536300659, propagate_backward_time: 59.8280258179, weight_update_time: 0.0880005136, other_time: 2.2898101807
epoch time: 8.1125230789s, input_fired_time: 0.1625938863, output_fired_time: 0.0000000000, propagate_forward_time: 7.5389699936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109592438
validation[          , genome  6983] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       691.74756, best error:       691.74756 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 102.7301483154s, input_fired_time: 1.5738091469, output_fired_time: 1.0093505383, propagate_forward_time: 38.0029945374, propagate_backward_time: 59.8476486206, weight_update_time: 0.0880287662, other_time: 2.2963447571
epoch time: 8.4012804031s, input_fired_time: 0.1663373113, output_fired_time: 0.0000000000, propagate_forward_time: 7.8123917580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225516319
validation[          , genome  6983] predictions:    9767/  10000 (97.67%), best:    9798/10000 (97.98%), error:       756.17206, best error:       691.74756 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 103.2818145752s, input_fired_time: 1.5799627304, output_fired_time: 1.0143278837, propagate_forward_time: 38.1892318726, propagate_backward_time: 60.1768455505, weight_update_time: 0.0883544087, other_time: 2.3214454651
epoch time: 8.4524660110s, input_fired_time: 0.1669972241, output_fired_time: 0.0000000000, propagate_forward_time: 7.8637547493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217143059
validation[          , genome  6983] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       789.97314, best error:       691.74756 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 103.4200668335s, input_fired_time: 1.5977686644, output_fired_time: 1.0183963776, propagate_forward_time: 38.1920394897, propagate_backward_time: 60.2694244385, weight_update_time: 0.0889697969, other_time: 2.3424377441
epoch time: 8.2782382965s, input_fired_time: 0.1685599834, output_fired_time: 0.0000000000, propagate_forward_time: 7.6843242645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4253540039
validation[          , genome  6983] predictions:    9737/  10000 (97.37%), best:    9798/10000 (97.98%), error:       932.81293, best error:       691.74756 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 104.7634887695s, input_fired_time: 1.6241142750, output_fired_time: 1.0222331285, propagate_forward_time: 38.7174110413, propagate_backward_time: 60.9893569946, weight_update_time: 0.0895757228, other_time: 2.4103736877
epoch time: 8.5240182877s, input_fired_time: 0.1798985004, output_fired_time: 0.0000000000, propagate_forward_time: 7.9013981819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427218437
validation[          , genome  6983] predictions:    9679/  10000 (96.79%), best:    9798/10000 (97.98%), error:      1049.09875, best error:       691.74756 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 103.9749603271s, input_fired_time: 1.6065078974, output_fired_time: 1.0154483318, propagate_forward_time: 38.4375495911, propagate_backward_time: 60.5440216064, weight_update_time: 0.0893086195, other_time: 2.3714332581
epoch time: 8.3088893890s, input_fired_time: 0.1697441041, output_fired_time: 0.0000000000, propagate_forward_time: 7.7116355896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275093079
validation[          , genome  6983] predictions:    9750/  10000 (97.50%), best:    9798/10000 (97.98%), error:       798.55011, best error:       691.74756 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 104.9550628662s, input_fired_time: 1.6196882725, output_fired_time: 1.0221073627, propagate_forward_time: 38.7103500366, propagate_backward_time: 61.1709442139, weight_update_time: 0.0899431109, other_time: 2.4319686890
epoch time: 8.6123228073s, input_fired_time: 0.1771957427, output_fired_time: 0.0000000000, propagate_forward_time: 7.9929451942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4421820641
validation[          , genome  6983] predictions:    9776/  10000 (97.76%), best:    9798/10000 (97.98%), error:       819.99084, best error:       691.74756 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 105.5466613770s, input_fired_time: 1.6370689869, output_fired_time: 1.0267484188, propagate_forward_time: 38.9390563965, propagate_backward_time: 61.5058135986, weight_update_time: 0.0903122723, other_time: 2.4379730225
epoch time: 8.3549251556s, input_fired_time: 0.1695538163, output_fired_time: 0.0000000000, propagate_forward_time: 7.7500047684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353666306
validation[          , genome  6983] predictions:    9793/  10000 (97.93%), best:    9798/10000 (97.98%), error:       704.33429, best error:       691.74756 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 106.3358078003s, input_fired_time: 1.6265885830, output_fired_time: 1.0337431431, propagate_forward_time: 39.2321205139, propagate_backward_time: 61.9933624268, weight_update_time: 0.0911963359, other_time: 2.4499969482
epoch time: 8.2596912384s, input_fired_time: 0.1703846157, output_fired_time: 0.0000000000, propagate_forward_time: 7.6663455963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4229612350
validation[          , genome  6983] predictions:    9726/  10000 (97.26%), best:    9798/10000 (97.98%), error:       909.34302, best error:       691.74756 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 104.1377105713s, input_fired_time: 1.6045672894, output_fired_time: 1.0176260471, propagate_forward_time: 38.4716949463, propagate_backward_time: 60.6687431335, weight_update_time: 0.0895046145, other_time: 2.3750801086
epoch time: 8.1131658554s, input_fired_time: 0.1650504470, output_fired_time: 0.0000000000, propagate_forward_time: 7.5392689705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4088463783
validation[          , genome  6983] predictions:    9804/  10000 (98.04%), best:    9798/10000 (97.98%), error:       694.40808, best error:       691.74756 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 103.7321319580s, input_fired_time: 1.5908770561, output_fired_time: 1.0171220303, propagate_forward_time: 38.4001083374, propagate_backward_time: 60.3845520020, weight_update_time: 0.0893227980, other_time: 2.3394775391
epoch time: 8.2810831070s, input_fired_time: 0.1670949310, output_fired_time: 0.0000000000, propagate_forward_time: 7.6968455315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171423912
validation[          , genome  6983] predictions:    9791/  10000 (97.91%), best:    9798/10000 (97.98%), error:       708.11090, best error:       691.74756 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.5066223145s, input_fired_time: 1.5726016760, output_fired_time: 1.0064849854, propagate_forward_time: 37.9763984680, propagate_backward_time: 59.6582679749, weight_update_time: 0.0880928561, other_time: 2.2928695679
epoch time: 8.1128215790s, input_fired_time: 0.1635069698, output_fired_time: 0.0000000000, propagate_forward_time: 7.5396318436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096827507
validation[          , genome  6983] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       717.50372, best error:       691.74756 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 102.8155746460s, input_fired_time: 1.5768929720, output_fired_time: 1.0053513050, propagate_forward_time: 37.9963073730, propagate_backward_time: 59.9280319214, weight_update_time: 0.0883276612, other_time: 2.3089904785
epoch time: 8.1453037262s, input_fired_time: 0.1652530432, output_fired_time: 0.0000000000, propagate_forward_time: 7.5650944710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4149560928
validation[          , genome  6983] predictions:    9739/  10000 (97.39%), best:    9798/10000 (97.98%), error:       827.08405, best error:       691.74756 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 103.4325714111s, input_fired_time: 1.5940645933, output_fired_time: 1.0125435591, propagate_forward_time: 38.1971778870, propagate_backward_time: 60.3104438782, weight_update_time: 0.0884199515, other_time: 2.3183441162
epoch time: 8.4239988327s, input_fired_time: 0.1736972630, output_fired_time: 0.0000000000, propagate_forward_time: 7.8272156715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230856895
validation[          , genome  6983] predictions:    9786/  10000 (97.86%), best:    9798/10000 (97.98%), error:       761.44189, best error:       691.74756 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 103.4437866211s, input_fired_time: 1.5921521187, output_fired_time: 1.0124861002, propagate_forward_time: 38.2026329041, propagate_backward_time: 60.3065719604, weight_update_time: 0.0883347392, other_time: 2.3299369812
epoch time: 8.2910690308s, input_fired_time: 0.1770553887, output_fired_time: 0.0000000000, propagate_forward_time: 7.6985545158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154591560
validation[          , genome  6983] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       696.63812, best error:       691.74756 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 102.9447174072s, input_fired_time: 1.6396404505, output_fired_time: 1.0144584179, propagate_forward_time: 37.9897575378, propagate_backward_time: 59.8008270264, weight_update_time: 0.0947515145, other_time: 2.5000343323
epoch time: 8.1711931229s, input_fired_time: 0.1799159199, output_fired_time: 0.0000000000, propagate_forward_time: 7.5553584099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4359188080
validation[          , genome  6983] predictions:    9730/  10000 (97.30%), best:    9798/10000 (97.98%), error:       897.46661, best error:       691.74756 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 102.5974349976s, input_fired_time: 1.6482589245, output_fired_time: 1.0262608528, propagate_forward_time: 37.7889518738, propagate_backward_time: 59.5454521179, weight_update_time: 0.0973672718, other_time: 2.5885086060
epoch time: 8.1789407730s, input_fired_time: 0.1803733408, output_fired_time: 0.0000000000, propagate_forward_time: 7.5573792458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4411883354
validation[          , genome  6983] predictions:    9797/  10000 (97.97%), best:    9798/10000 (97.98%), error:       713.91498, best error:       691.74756 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 102.7253570557s, input_fired_time: 1.6350206137, output_fired_time: 1.0181664228, propagate_forward_time: 37.8276596069, propagate_backward_time: 59.6962623596, weight_update_time: 0.0975887626, other_time: 2.5482521057
epoch time: 8.2765674591s, input_fired_time: 0.1812712699, output_fired_time: 0.0000000000, propagate_forward_time: 7.6550645828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402313232
validation[          , genome  6983] predictions:    9782/  10000 (97.82%), best:    9798/10000 (97.98%), error:       741.64709, best error:       691.74756 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 102.7445755005s, input_fired_time: 1.6325807571, output_fired_time: 1.0077099800, propagate_forward_time: 37.8335151672, propagate_backward_time: 59.7446022034, weight_update_time: 0.0969074741, other_time: 2.5261611938
epoch time: 8.1854801178s, input_fired_time: 0.1776204854, output_fired_time: 0.0000000000, propagate_forward_time: 7.5668244362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4410347939
validation[          , genome  6983] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       810.04590, best error:       691.74756 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 102.7050857544s, input_fired_time: 1.6475163698, output_fired_time: 1.0091843605, propagate_forward_time: 37.8521766663, propagate_backward_time: 59.6504745483, weight_update_time: 0.0967735872, other_time: 2.5457344055
epoch time: 8.2220525742s, input_fired_time: 0.1790305674, output_fired_time: 0.0000000000, propagate_forward_time: 7.6033563614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4396657944
validation[          , genome  6983] predictions:    9656/  10000 (96.56%), best:    9798/10000 (97.98%), error:      1097.92383, best error:       691.74756 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 102.3612594604s, input_fired_time: 1.6443367004, output_fired_time: 1.0028878450, propagate_forward_time: 37.7334594727, propagate_backward_time: 59.4405517578, weight_update_time: 0.0973547399, other_time: 2.5400161743
epoch time: 8.1748514175s, input_fired_time: 0.1814525425, output_fired_time: 0.0000000000, propagate_forward_time: 7.5531282425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4402704239
validation[          , genome  6983] predictions:    9773/  10000 (97.73%), best:    9798/10000 (97.98%), error:       760.26825, best error:       691.74756 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 102.2548446655s, input_fired_time: 1.6397008896, output_fired_time: 1.0004817247, propagate_forward_time: 37.7167587280, propagate_backward_time: 59.3850250244, weight_update_time: 0.0973682553, other_time: 2.5128784180
epoch time: 8.1568202972s, input_fired_time: 0.1784688234, output_fired_time: 0.0000000000, propagate_forward_time: 7.5473842621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309673309
validation[          , genome  6983] predictions:    9796/  10000 (97.96%), best:    9798/10000 (97.98%), error:       723.23450, best error:       691.74756 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 103.0503158569s, input_fired_time: 1.6574162245, output_fired_time: 1.0087275505, propagate_forward_time: 38.0035705566, propagate_backward_time: 59.8506011963, weight_update_time: 0.0975484699, other_time: 2.5299987793
epoch time: 8.1654500961s, input_fired_time: 0.1790492982, output_fired_time: 0.0000000000, propagate_forward_time: 7.5534186363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4329819679
validation[          , genome  6983] predictions:    9801/  10000 (98.01%), best:    9798/10000 (97.98%), error:       711.64105, best error:       691.74756 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 102.8828964233s, input_fired_time: 1.6569306850, output_fired_time: 1.0093398094, propagate_forward_time: 37.9176521301, propagate_backward_time: 59.7573585510, weight_update_time: 0.0979786739, other_time: 2.5416183472
epoch time: 8.2734069824s, input_fired_time: 0.1821197569, output_fired_time: 0.0000000000, propagate_forward_time: 7.6302127838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610748291
validation[          , genome  6983] predictions:    9688/  10000 (96.88%), best:    9798/10000 (97.98%), error:      1002.70538, best error:       691.74756 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 102.4713592529s, input_fired_time: 1.6447876692, output_fired_time: 1.0042370558, propagate_forward_time: 37.7610626221, propagate_backward_time: 59.5663414001, weight_update_time: 0.0964170992, other_time: 2.4949302673
epoch time: 8.1606292725s, input_fired_time: 0.1797558665, output_fired_time: 0.0000000000, propagate_forward_time: 7.5508546829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300189018
validation[          , genome  6983] predictions:    9762/  10000 (97.62%), best:    9798/10000 (97.98%), error:       810.22369, best error:       691.74756 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 103.1153488159s, input_fired_time: 1.6480352879, output_fired_time: 1.0069712400, propagate_forward_time: 38.0461692810, propagate_backward_time: 59.8877906799, weight_update_time: 0.0970686674, other_time: 2.5263824463
epoch time: 8.1945228577s, input_fired_time: 0.1816066951, output_fired_time: 0.0000000000, propagate_forward_time: 7.5741815567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4387350082
validation[          , genome  6983] predictions:    9699/  10000 (96.99%), best:    9798/10000 (97.98%), error:       944.82501, best error:       691.74756 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 103.0741424561s, input_fired_time: 1.6587069035, output_fired_time: 1.0115829706, propagate_forward_time: 37.9943199158, propagate_backward_time: 59.8670310974, weight_update_time: 0.0966646075, other_time: 2.5425033569
epoch time: 8.1788892746s, input_fired_time: 0.1799252182, output_fired_time: 0.0000000000, propagate_forward_time: 7.5661001205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4328637123
validation[          , genome  6983] predictions:    9745/  10000 (97.45%), best:    9798/10000 (97.98%), error:       811.74426, best error:       691.74756 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 102.8275451660s, input_fired_time: 1.6141997576, output_fired_time: 1.0053895712, propagate_forward_time: 37.9502525330, propagate_backward_time: 59.8526840210, weight_update_time: 0.0913553610, other_time: 2.4050254822
epoch time: 8.3794479370s, input_fired_time: 0.1722316295, output_fired_time: 0.0000000000, propagate_forward_time: 7.7840180397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4231982231
validation[          , genome  6983] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       664.92371, best error:       664.92371 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 102.9876174927s, input_fired_time: 1.6026158333, output_fired_time: 1.0191667080, propagate_forward_time: 38.0128517151, propagate_backward_time: 60.0192680359, weight_update_time: 0.0890359879, other_time: 2.3337173462
epoch time: 8.1390171051s, input_fired_time: 0.1737885922, output_fired_time: 0.0000000000, propagate_forward_time: 7.5506596565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145689011
validation[          , genome  6983] predictions:    9655/  10000 (96.55%), best:    9803/10000 (98.03%), error:      1148.37500, best error:       664.92371 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 102.6647338867s, input_fired_time: 1.6245282888, output_fired_time: 1.0110441446, propagate_forward_time: 37.8434982300, propagate_backward_time: 59.8240356445, weight_update_time: 0.0883096680, other_time: 2.3616256714
epoch time: 8.1728916168s, input_fired_time: 0.1720941812, output_fired_time: 0.0000000000, propagate_forward_time: 7.5825119019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182853699
validation[          , genome  6983] predictions:    9758/  10000 (97.58%), best:    9803/10000 (98.03%), error:       801.07349, best error:       664.92371 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 102.7702255249s, input_fired_time: 1.6050024033, output_fired_time: 1.0094978809, propagate_forward_time: 37.9143867493, propagate_backward_time: 59.8674430847, weight_update_time: 0.0884875581, other_time: 2.3738937378
epoch time: 8.1982584000s, input_fired_time: 0.1715479791, output_fired_time: 0.0000000000, propagate_forward_time: 7.6064515114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202589989
validation[          , genome  6983] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       730.45569, best error:       664.92371 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 105.8160095215s, input_fired_time: 1.6276417971, output_fired_time: 1.0368537903, propagate_forward_time: 39.0974578857, propagate_backward_time: 61.6465568542, weight_update_time: 0.0908450261, other_time: 2.4075050354
epoch time: 8.1481170654s, input_fired_time: 0.1694841683, output_fired_time: 0.0000000000, propagate_forward_time: 7.5537862778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248466492
validation[          , genome  6983] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       754.99939, best error:       664.92371 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 102.4376296997s, input_fired_time: 1.5967280865, output_fired_time: 1.0127012730, propagate_forward_time: 37.8266944885, propagate_backward_time: 59.6669845581, weight_update_time: 0.0882188976, other_time: 2.3345222473
epoch time: 8.1244230270s, input_fired_time: 0.1678345948, output_fired_time: 0.0000000000, propagate_forward_time: 7.5409846306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156036377
validation[          , genome  6983] predictions:    9780/  10000 (97.80%), best:    9803/10000 (98.03%), error:       760.84723, best error:       664.92371 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 102.0980529785s, input_fired_time: 1.5876694918, output_fired_time: 1.0152727365, propagate_forward_time: 37.7075347900, propagate_backward_time: 59.4666862488, weight_update_time: 0.0878806189, other_time: 2.3208885193
epoch time: 8.1230392456s, input_fired_time: 0.1686977744, output_fired_time: 0.0000000000, propagate_forward_time: 7.5409884453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133529663
validation[          , genome  6983] predictions:    9794/  10000 (97.94%), best:    9803/10000 (98.03%), error:       679.98810, best error:       664.92371 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 102.1669769287s, input_fired_time: 1.5890095234, output_fired_time: 1.0109213591, propagate_forward_time: 37.7252006531, propagate_backward_time: 59.5164108276, weight_update_time: 0.0883026719, other_time: 2.3254356384
epoch time: 8.1239061356s, input_fired_time: 0.1694613248, output_fired_time: 0.0000000000, propagate_forward_time: 7.5409584045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134864807
validation[          , genome  6983] predictions:    9801/  10000 (98.01%), best:    9803/10000 (98.03%), error:       700.86041, best error:       664.92371 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 102.0971450806s, input_fired_time: 1.5889127254, output_fired_time: 1.0108597279, propagate_forward_time: 37.7101364136, propagate_backward_time: 59.4736366272, weight_update_time: 0.0885991156, other_time: 2.3136024475
epoch time: 8.1236391068s, input_fired_time: 0.1696819067, output_fired_time: 0.0000000000, propagate_forward_time: 7.5410957336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128613472
validation[          , genome  6983] predictions:    9778/  10000 (97.78%), best:    9803/10000 (98.03%), error:       755.71625, best error:       664.92371 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 102.0819625854s, input_fired_time: 1.5965077877, output_fired_time: 0.9980328083, propagate_forward_time: 37.7193031311, propagate_backward_time: 59.4506111145, weight_update_time: 0.0879245326, other_time: 2.3175125122
epoch time: 8.1285972595s, input_fired_time: 0.1706390530, output_fired_time: 0.0000000000, propagate_forward_time: 7.5439357758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140224457
validation[          , genome  6983] predictions:    9813/  10000 (98.13%), best:    9803/10000 (98.03%), error:       674.89575, best error:       664.92371 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 102.3126220703s, input_fired_time: 1.5966544151, output_fired_time: 1.0107002258, propagate_forward_time: 37.7988815308, propagate_backward_time: 59.5840759277, weight_update_time: 0.0882611126, other_time: 2.3223037720
epoch time: 8.1703014374s, input_fired_time: 0.1710032523, output_fired_time: 0.0000000000, propagate_forward_time: 7.5795640945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197340012
validation[          , genome  6983] predictions:    9769/  10000 (97.69%), best:    9803/10000 (98.03%), error:       786.47089, best error:       664.92371 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 102.1089859009s, input_fired_time: 1.5963805914, output_fired_time: 0.9912663698, propagate_forward_time: 37.6976661682, propagate_backward_time: 59.4927673340, weight_update_time: 0.0879519358, other_time: 2.3309059143
epoch time: 8.1310214996s, input_fired_time: 0.1686550379, output_fired_time: 0.0000000000, propagate_forward_time: 7.5485000610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138665199
validation[          , genome  6983] predictions:    9777/  10000 (97.77%), best:    9803/10000 (98.03%), error:       767.50037, best error:       664.92371 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 102.1718139648s, input_fired_time: 1.5982779264, output_fired_time: 0.9985255003, propagate_forward_time: 37.7294654846, propagate_backward_time: 59.5323486328, weight_update_time: 0.0882330909, other_time: 2.3131980896
epoch time: 8.1263599396s, input_fired_time: 0.1697229147, output_fired_time: 0.0000000000, propagate_forward_time: 7.5446820259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4119548798
validation[          , genome  6983] predictions:    9710/  10000 (97.10%), best:    9803/10000 (98.03%), error:       925.96014, best error:       664.92371 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 102.1908416748s, input_fired_time: 1.5918450356, output_fired_time: 1.0034092665, propagate_forward_time: 37.7391014099, propagate_backward_time: 59.5471572876, weight_update_time: 0.0886386409, other_time: 2.3093299866
epoch time: 8.1285104752s, input_fired_time: 0.1719031930, output_fired_time: 0.0000000000, propagate_forward_time: 7.5451951027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4114122391
validation[          , genome  6983] predictions:    9798/  10000 (97.98%), best:    9803/10000 (98.03%), error:       689.56012, best error:       664.92371 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 102.0272293091s, input_fired_time: 1.5942580700, output_fired_time: 0.9888950586, propagate_forward_time: 37.6944847107, propagate_backward_time: 59.4548301697, weight_update_time: 0.0881710202, other_time: 2.2947616577
epoch time: 8.1340675354s, input_fired_time: 0.1728536934, output_fired_time: 0.0000000000, propagate_forward_time: 7.5472393036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139747620
validation[          , genome  6983] predictions:    9786/  10000 (97.86%), best:    9803/10000 (98.03%), error:       705.36151, best error:       664.92371 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 102.1767959595s, input_fired_time: 1.5955944061, output_fired_time: 1.0064026117, propagate_forward_time: 37.7409133911, propagate_backward_time: 59.5331764221, weight_update_time: 0.0884358287, other_time: 2.3007087708
epoch time: 8.1268968582s, input_fired_time: 0.1716291457, output_fired_time: 0.0000000000, propagate_forward_time: 7.5439939499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112739563
validation[          , genome  6983] predictions:    9716/  10000 (97.16%), best:    9803/10000 (98.03%), error:       954.06091, best error:       664.92371 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 102.2292098999s, input_fired_time: 1.6008607149, output_fired_time: 1.0068520308, propagate_forward_time: 37.7550735474, propagate_backward_time: 59.5699234009, weight_update_time: 0.0881495550, other_time: 2.2965011597
epoch time: 8.1358366013s, input_fired_time: 0.1766016632, output_fired_time: 0.0000000000, propagate_forward_time: 7.5444111824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148235321
validation[          , genome  6983] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       629.00757, best error:       629.00757 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 102.4928817749s, input_fired_time: 1.6022063494, output_fired_time: 0.9986994863, propagate_forward_time: 37.8741149902, propagate_backward_time: 59.7018928528, weight_update_time: 0.0882617533, other_time: 2.3159675598
epoch time: 8.1261339188s, input_fired_time: 0.1700357497, output_fired_time: 0.0000000000, propagate_forward_time: 7.5449943542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4111037254
validation[          , genome  6983] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       780.74500, best error:       629.00757 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 102.3321075439s, input_fired_time: 1.6033382416, output_fired_time: 1.0107522011, propagate_forward_time: 37.7963905334, propagate_backward_time: 59.6091194153, weight_update_time: 0.0883403867, other_time: 2.3125076294
epoch time: 8.1249980927s, input_fired_time: 0.1711521000, output_fired_time: 0.0000000000, propagate_forward_time: 7.5438838005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4099621773
validation[          , genome  6983] predictions:    9792/  10000 (97.92%), best:    9813/10000 (98.13%), error:       711.07306, best error:       629.00757 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 102.2261428833s, input_fired_time: 1.5987530947, output_fired_time: 0.9966289997, propagate_forward_time: 37.7421302795, propagate_backward_time: 59.5884971619, weight_update_time: 0.0881341770, other_time: 2.3001327515
epoch time: 8.1277132034s, input_fired_time: 0.1706495136, output_fired_time: 0.0000000000, propagate_forward_time: 7.5457367897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4113268852
validation[          , genome  6983] predictions:    9783/  10000 (97.83%), best:    9813/10000 (98.13%), error:       720.67206, best error:       629.00757 on epoch:    75, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 102.0134429932s, input_fired_time: 1.5881873369, output_fired_time: 0.9892603755, propagate_forward_time: 37.6945419312, propagate_backward_time: 59.4528198242, weight_update_time: 0.0878742635, other_time: 2.2886352539
epoch time: 8.1274328232s, input_fired_time: 0.1721163243, output_fired_time: 0.0000000000, propagate_forward_time: 7.5444264412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108901024
validation[          , genome  6983] predictions:    9774/  10000 (97.74%), best:    9813/10000 (98.13%), error:       712.33881, best error:       629.00757 on epoch:    75, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 102.3210372925s, input_fired_time: 1.6040349007, output_fired_time: 0.9989976883, propagate_forward_time: 37.7310676575, propagate_backward_time: 59.6853179932, weight_update_time: 0.0880130678, other_time: 2.3016166687
epoch time: 8.1300611496s, input_fired_time: 0.1718682796, output_fired_time: 0.0000000000, propagate_forward_time: 7.5473885536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108042717
validation[          , genome  6983] predictions:    9790/  10000 (97.90%), best:    9813/10000 (98.13%), error:       658.69971, best error:       629.00757 on epoch:    75, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 102.1117324829s, input_fired_time: 1.6029783487, output_fired_time: 1.0013467073, propagate_forward_time: 37.6995162964, propagate_backward_time: 59.5046691895, weight_update_time: 0.0880325213, other_time: 2.3032150269
epoch time: 8.2414321899s, input_fired_time: 0.1743064225, output_fired_time: 0.0000000000, propagate_forward_time: 7.6473979950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197273254
validation[          , genome  6983] predictions:    9640/  10000 (96.40%), best:    9813/10000 (98.13%), error:      1264.27600, best error:       629.00757 on epoch:    75, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 102.1636199951s, input_fired_time: 1.6006592512, output_fired_time: 1.0046200752, propagate_forward_time: 37.7351684570, propagate_backward_time: 59.5067977905, weight_update_time: 0.0879045129, other_time: 2.3163681030
epoch time: 8.1326179504s, input_fired_time: 0.1710082442, output_fired_time: 0.0000000000, propagate_forward_time: 7.5495791435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120306969
validation[          , genome  6983] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       704.47919, best error:       629.00757 on epoch:    75, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 102.3866958618s, input_fired_time: 1.6069915295, output_fired_time: 1.0079060793, propagate_forward_time: 37.7983703613, propagate_backward_time: 59.6677665710, weight_update_time: 0.0883911774, other_time: 2.3056602478
epoch time: 8.1285066605s, input_fired_time: 0.1710061580, output_fired_time: 0.0000000000, propagate_forward_time: 7.5471315384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4103689194
validation[          , genome  6983] predictions:    9795/  10000 (97.95%), best:    9813/10000 (98.13%), error:       671.20502, best error:       629.00757 on epoch:    75, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 102.0953750610s, input_fired_time: 1.6031290293, output_fired_time: 0.9912402034, propagate_forward_time: 37.7171630859, propagate_backward_time: 59.4863014221, weight_update_time: 0.0881667510, other_time: 2.2975425720
epoch time: 8.1336355209s, input_fired_time: 0.1734170020, output_fired_time: 0.0000000000, propagate_forward_time: 7.5461006165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141178131
validation[          , genome  6983] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       740.14832, best error:       629.00757 on epoch:    75, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 102.0266876221s, input_fired_time: 1.5943331718, output_fired_time: 0.9887437820, propagate_forward_time: 37.6942291260, propagate_backward_time: 59.4591560364, weight_update_time: 0.0883163512, other_time: 2.2902259827
epoch time: 8.1247825623s, input_fired_time: 0.1703200787, output_fired_time: 0.0000000000, propagate_forward_time: 7.5443668365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4100956917
validation[          , genome  6983] predictions:    9777/  10000 (97.77%), best:    9813/10000 (98.13%), error:       735.02863, best error:       629.00757 on epoch:    75, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 102.0380706787s, input_fired_time: 1.6005501747, output_fired_time: 0.9897463322, propagate_forward_time: 37.7001380920, propagate_backward_time: 59.4507522583, weight_update_time: 0.0878238231, other_time: 2.2968864441
epoch time: 8.1293840408s, input_fired_time: 0.1715502739, output_fired_time: 0.0000000000, propagate_forward_time: 7.5454206467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4124131203
validation[          , genome  6983] predictions:    9810/  10000 (98.10%), best:    9813/10000 (98.13%), error:       655.22675, best error:       629.00757 on epoch:    75, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 102.3557815552s, input_fired_time: 1.6071742773, output_fired_time: 1.0102641582, propagate_forward_time: 37.8261184692, propagate_backward_time: 59.6081275940, weight_update_time: 0.0883075744, other_time: 2.3040962219
epoch time: 8.1618423462s, input_fired_time: 0.1733317673, output_fired_time: 0.0000000000, propagate_forward_time: 7.5733523369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151582718
validation[          , genome  6983] predictions:    9769/  10000 (97.69%), best:    9813/10000 (98.13%), error:       794.16943, best error:       629.00757 on epoch:    75, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 102.2390594482s, input_fired_time: 1.6073458195, output_fired_time: 0.9995681643, propagate_forward_time: 37.7250404358, propagate_backward_time: 59.5815048218, weight_update_time: 0.0880331919, other_time: 2.3256034851
epoch time: 8.2209186554s, input_fired_time: 0.1748593152, output_fired_time: 0.0000000000, propagate_forward_time: 7.6303424835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157171249
validation[          , genome  6983] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       625.09979, best error:       625.09979 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 102.1950759888s, input_fired_time: 1.6076327562, output_fired_time: 1.0137970448, propagate_forward_time: 37.7564773560, propagate_backward_time: 59.5000839233, weight_update_time: 0.0880952552, other_time: 2.3170852661
epoch time: 8.1296615601s, input_fired_time: 0.1712398082, output_fired_time: 0.0000000000, propagate_forward_time: 7.5464076996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4120140076
validation[          , genome  6983] predictions:    9787/  10000 (97.87%), best:    9811/10000 (98.11%), error:       692.24402, best error:       625.09979 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 102.2984848022s, input_fired_time: 1.6017372608, output_fired_time: 1.0133270025, propagate_forward_time: 37.7525215149, propagate_backward_time: 59.6239433289, weight_update_time: 0.0882636011, other_time: 2.3069534302
epoch time: 8.1242294312s, input_fired_time: 0.1717787087, output_fired_time: 0.0000000000, propagate_forward_time: 7.5421948433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102559090
validation[          , genome  6983] predictions:    9732/  10000 (97.32%), best:    9811/10000 (98.11%), error:       882.37317, best error:       625.09979 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 102.0352478027s, input_fired_time: 1.5956001282, output_fired_time: 0.9918916821, propagate_forward_time: 37.6994628906, propagate_backward_time: 59.4397277832, weight_update_time: 0.0878814310, other_time: 2.3085708618
epoch time: 8.1199874878s, input_fired_time: 0.1664205045, output_fired_time: 0.0000000000, propagate_forward_time: 7.5428586006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107084274
validation[          , genome  6983] predictions:    9676/  10000 (96.76%), best:    9811/10000 (98.11%), error:      1075.14746, best error:       625.09979 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 102.0072097778s, input_fired_time: 1.5783096552, output_fired_time: 0.9926204681, propagate_forward_time: 37.6884117126, propagate_backward_time: 59.4417953491, weight_update_time: 0.0879284069, other_time: 2.3060722351
epoch time: 8.1213932037s, input_fired_time: 0.1682221740, output_fired_time: 0.0000000000, propagate_forward_time: 7.5415549278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116163254
validation[          , genome  6983] predictions:    9736/  10000 (97.36%), best:    9811/10000 (98.11%), error:       908.85632, best error:       625.09979 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 103.0809860229s, input_fired_time: 1.5991126299, output_fired_time: 1.0094058514, propagate_forward_time: 38.0329780579, propagate_backward_time: 60.0978851318, weight_update_time: 0.0887010768, other_time: 2.3416023254
epoch time: 8.2900686264s, input_fired_time: 0.1724829227, output_fired_time: 0.0000000000, propagate_forward_time: 7.7001419067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174442291
validation[          , genome  6983] predictions:    9703/  10000 (97.03%), best:    9811/10000 (98.11%), error:       955.47491, best error:       625.09979 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 103.5261077881s, input_fired_time: 1.6086512804, output_fired_time: 1.0090205669, propagate_forward_time: 38.2943916321, propagate_backward_time: 60.2920455933, weight_update_time: 0.0893796459, other_time: 2.3220024109
epoch time: 8.1287841797s, input_fired_time: 0.1690499932, output_fired_time: 0.0000000000, propagate_forward_time: 7.5512690544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4084649086
validation[          , genome  6983] predictions:    9742/  10000 (97.42%), best:    9811/10000 (98.11%), error:       867.54614, best error:       625.09979 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 102.2493515015s, input_fired_time: 1.6018999815, output_fired_time: 0.9972392917, propagate_forward_time: 37.7620162964, propagate_backward_time: 59.5921897888, weight_update_time: 0.0878457278, other_time: 2.2960090637
epoch time: 8.1425008774s, input_fired_time: 0.1705086678, output_fired_time: 0.0000000000, propagate_forward_time: 7.5592432022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127488136
validation[          , genome  6983] predictions:    9754/  10000 (97.54%), best:    9811/10000 (98.11%), error:       838.16058, best error:       625.09979 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 102.1317825317s, input_fired_time: 1.5964827538, output_fired_time: 1.0071113110, propagate_forward_time: 37.7250518799, propagate_backward_time: 59.4852027893, weight_update_time: 0.0881512091, other_time: 2.3179359436
epoch time: 8.1620149612s, input_fired_time: 0.1717472821, output_fired_time: 0.0000000000, propagate_forward_time: 7.5777416229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125261307
validation[          , genome  6983] predictions:    9737/  10000 (97.37%), best:    9811/10000 (98.11%), error:       867.19543, best error:       625.09979 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 103.3247756958s, input_fired_time: 1.6645774841, output_fired_time: 1.0137013197, propagate_forward_time: 38.1114196777, propagate_backward_time: 59.9943313599, weight_update_time: 0.0961218327, other_time: 2.5407485962
epoch time: 8.2182626724s, input_fired_time: 0.1849345118, output_fired_time: 0.0000000000, propagate_forward_time: 7.5845842361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487438202
validation[          , genome  6983] predictions:    9767/  10000 (97.67%), best:    9811/10000 (98.11%), error:       770.99939, best error:       625.09979 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 104.5409927368s, input_fired_time: 1.6546957493, output_fired_time: 1.0197056532, propagate_forward_time: 38.5553855896, propagate_backward_time: 60.8525314331, weight_update_time: 0.0917302743, other_time: 2.4586753845
epoch time: 8.1737546921s, input_fired_time: 0.1726994812, output_fired_time: 0.0000000000, propagate_forward_time: 7.5788412094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222135544
validation[          , genome  6983] predictions:    9763/  10000 (97.63%), best:    9811/10000 (98.11%), error:       780.84454, best error:       625.09979 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 105.4040069580s, input_fired_time: 1.6408184767, output_fired_time: 1.0296391249, propagate_forward_time: 38.9098587036, propagate_backward_time: 61.4168548584, weight_update_time: 0.0902141556, other_time: 2.4068374634
epoch time: 8.1754169464s, input_fired_time: 0.1722553074, output_fired_time: 0.0000000000, propagate_forward_time: 7.5877280235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154334068
validation[          , genome  6983] predictions:    9763/  10000 (97.63%), best:    9811/10000 (98.11%), error:       764.11206, best error:       625.09979 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 106.5707168579s, input_fired_time: 1.6659603119, output_fired_time: 1.0357689857, propagate_forward_time: 39.4209175110, propagate_backward_time: 62.0007476807, weight_update_time: 0.0914860293, other_time: 2.4473266602
epoch time: 8.1230068207s, input_fired_time: 0.1706201136, output_fired_time: 0.0000000000, propagate_forward_time: 7.5414824486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109044075
validation[          , genome  6983] predictions:    9770/  10000 (97.70%), best:    9811/10000 (98.11%), error:       763.61072, best error:       625.09979 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: 40.7045783997s, input_fired_time: 0.8726938367, output_fired_time: 0.0000000000, propagate_forward_time: 37.7461700439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0857162476
best training[          , genome  6983] predictions:   49820/  50000 (99.64%), best:    9811/10000 (98.11%), error:       907.32721, best error:       625.09979 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: 8.1262102127s, input_fired_time: 0.1704992354, output_fired_time: 0.0000000000, propagate_forward_time: 7.5371870995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185237885
   testing[          , genome  6983] predictions:    9827/  10000 (98.27%), best:    9811/10000 (98.11%), error:       573.55676, best error:       625.09979 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:28:00 (5200): called boinc_finish(0)

</stderr_txt>
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