Nameexact_genome_1512568488_42_6764_0
Workunit2605041
Created7 Dec 2017, 21:43:24 UTC
Sent7 Dec 2017, 21:49:55 UTC
Report deadline14 Dec 2017, 5:43:49 UTC
Received9 Dec 2017, 12:05:22 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 37 min 10 sec
CPU time3 hours 32 min 1 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.62 MB
Peak swap size156.04 MB
Peak disk usage2.55 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.4547786713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498485565
validation[          , genome  6764] predictions:    9701/  10000 (97.01%), best:    9720/10000 (97.20%), error:       958.22888, best error:       904.89288 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.1442947388s, input_fired_time: 1.2963190079, output_fired_time: 1.3141214848, propagate_forward_time: 42.6966743469, propagate_backward_time: 66.7908172607, weight_update_time: 0.2104737312, other_time: 3.0463562012
epoch time: 9.2318305969s, input_fired_time: 0.1661777645, output_fired_time: 0.0000000000, propagate_forward_time: 8.5187463760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469064713
validation[          , genome  6764] predictions:    9686/  10000 (96.86%), best:    9720/10000 (97.20%), error:       984.64111, best error:       904.89288 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.4473800659s, input_fired_time: 1.3045115471, output_fired_time: 1.3299007416, propagate_forward_time: 43.0001487732, propagate_backward_time: 67.7312774658, weight_update_time: 0.2137863338, other_time: 3.0815429688
epoch time: 9.2873287201s, input_fired_time: 0.1669968814, output_fired_time: 0.0000000000, propagate_forward_time: 8.5681962967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5521354675
validation[          , genome  6764] predictions:    9698/  10000 (96.98%), best:    9720/10000 (97.20%), error:       928.28522, best error:       904.89288 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 116.0235595703s, input_fired_time: 1.3016446829, output_fired_time: 1.3407300711, propagate_forward_time: 42.7991409302, propagate_backward_time: 67.5291366577, weight_update_time: 0.2092994452, other_time: 3.0529098511
epoch time: 9.2931022644s, input_fired_time: 0.1623709649, output_fired_time: 0.0000000000, propagate_forward_time: 8.5832643509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474672318
validation[          , genome  6764] predictions:    9646/  10000 (96.46%), best:    9720/10000 (97.20%), error:      1151.51440, best error:       904.89288 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 116.2654724121s, input_fired_time: 1.3114655018, output_fired_time: 1.3269693851, propagate_forward_time: 43.0392723083, propagate_backward_time: 67.5370254517, weight_update_time: 0.2095812261, other_time: 3.0507431030
epoch time: 9.1571292877s, input_fired_time: 0.1611948907, output_fired_time: 0.0000000000, propagate_forward_time: 8.4617376328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341968536
validation[          , genome  6764] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       886.02893, best error:       886.02893 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.8250427246s, input_fired_time: 1.3005082607, output_fired_time: 1.3288640976, propagate_forward_time: 42.9020004272, propagate_backward_time: 67.2499923706, weight_update_time: 0.2102182359, other_time: 3.0436782837
epoch time: 9.2638607025s, input_fired_time: 0.1625201553, output_fired_time: 0.0000000000, propagate_forward_time: 8.5683412552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329990387
validation[          , genome  6764] predictions:    9693/  10000 (96.93%), best:    9723/10000 (97.23%), error:       969.43457, best error:       886.02893 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.4400253296s, input_fired_time: 1.3038722277, output_fired_time: 1.3243790865, propagate_forward_time: 43.1477012634, propagate_backward_time: 67.6113281250, weight_update_time: 0.2146843523, other_time: 3.0527496338
epoch time: 9.3411884308s, input_fired_time: 0.1617775261, output_fired_time: 0.0000000000, propagate_forward_time: 8.6425228119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368881226
validation[          , genome  6764] predictions:    9708/  10000 (97.08%), best:    9723/10000 (97.23%), error:       981.11151, best error:       886.02893 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.0857086182s, input_fired_time: 1.3044202328, output_fired_time: 1.3230684996, propagate_forward_time: 42.7115745544, propagate_backward_time: 66.7122421265, weight_update_time: 0.2138219923, other_time: 3.0344009399
epoch time: 9.2547855377s, input_fired_time: 0.1633855700, output_fired_time: 0.0000000000, propagate_forward_time: 8.5465192795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448808670
validation[          , genome  6764] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:       987.58679, best error:       886.02893 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 116.2806015015s, input_fired_time: 1.3068602085, output_fired_time: 1.3314067125, propagate_forward_time: 43.0295829773, propagate_backward_time: 67.5681304932, weight_update_time: 0.2125546187, other_time: 3.0446166992
epoch time: 9.4881515503s, input_fired_time: 0.1676304191, output_fired_time: 0.0000000000, propagate_forward_time: 8.7671413422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533800125
validation[          , genome  6764] predictions:    9666/  10000 (96.66%), best:    9723/10000 (97.23%), error:      1052.81885, best error:       886.02893 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.8511810303s, input_fired_time: 1.2904880047, output_fired_time: 1.3098720312, propagate_forward_time: 42.4218750000, propagate_backward_time: 66.7972717285, weight_update_time: 0.2111304700, other_time: 3.0316696167
epoch time: 9.2936363220s, input_fired_time: 0.1631620973, output_fired_time: 0.0000000000, propagate_forward_time: 8.5969038010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335702896
validation[          , genome  6764] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       884.99896, best error:       884.99896 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 115.9441528320s, input_fired_time: 1.3052295446, output_fired_time: 1.3327625990, propagate_forward_time: 42.7762832642, propagate_backward_time: 67.4477462769, weight_update_time: 0.2119307965, other_time: 3.0821304321
epoch time: 8.8501672745s, input_fired_time: 0.1582093984, output_fired_time: 0.0000000000, propagate_forward_time: 8.1672163010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247411728
validation[          , genome  6764] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       847.42511, best error:       847.42511 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.1364593506s, input_fired_time: 1.3030426502, output_fired_time: 1.3206930161, propagate_forward_time: 42.3096809387, propagate_backward_time: 67.1578903198, weight_update_time: 0.2097544074, other_time: 3.0451583862
epoch time: 9.3608522415s, input_fired_time: 0.1625566632, output_fired_time: 0.0000000000, propagate_forward_time: 8.6576852798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406103134
validation[          , genome  6764] predictions:    9726/  10000 (97.26%), best:    9737/10000 (97.37%), error:       900.90045, best error:       847.42511 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 116.4577789307s, input_fired_time: 1.3117207289, output_fired_time: 1.3381229639, propagate_forward_time: 43.0273742676, propagate_backward_time: 67.7247695923, weight_update_time: 0.2124851644, other_time: 3.0557937622
epoch time: 9.4089040756s, input_fired_time: 0.1656631380, output_fired_time: 0.0000000000, propagate_forward_time: 8.6956491470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475921631
validation[          , genome  6764] predictions:    9751/  10000 (97.51%), best:    9737/10000 (97.37%), error:       885.76953, best error:       847.42511 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.4158020020s, input_fired_time: 1.3039815426, output_fired_time: 1.3175212145, propagate_forward_time: 42.6060523987, propagate_backward_time: 67.1380386353, weight_update_time: 0.2118956447, other_time: 3.0502090454
epoch time: 9.0347537994s, input_fired_time: 0.1609949321, output_fired_time: 0.0000000000, propagate_forward_time: 8.3339338303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398254395
validation[          , genome  6764] predictions:    9723/  10000 (97.23%), best:    9737/10000 (97.37%), error:       911.96783, best error:       847.42511 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.4907379150s, input_fired_time: 1.3001562357, output_fired_time: 1.3202105761, propagate_forward_time: 42.7501602173, propagate_backward_time: 67.0843887329, weight_update_time: 0.2097895294, other_time: 3.0358200073
epoch time: 9.2659568787s, input_fired_time: 0.1639033854, output_fired_time: 0.0000000000, propagate_forward_time: 8.5624771118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395765305
validation[          , genome  6764] predictions:    9719/  10000 (97.19%), best:    9737/10000 (97.37%), error:       862.47009, best error:       847.42511 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.4144821167s, input_fired_time: 1.3007167578, output_fired_time: 1.3345412016, propagate_forward_time: 42.6019172668, propagate_backward_time: 67.1175689697, weight_update_time: 0.2097259015, other_time: 3.0597381592
epoch time: 9.3452692032s, input_fired_time: 0.1644985080, output_fired_time: 0.0000000000, propagate_forward_time: 8.6184043884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623664856
validation[          , genome  6764] predictions:    9736/  10000 (97.36%), best:    9737/10000 (97.37%), error:       857.11993, best error:       847.42511 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.9808807373s, input_fired_time: 1.3064607382, output_fired_time: 1.3331217766, propagate_forward_time: 42.8724517822, propagate_backward_time: 67.4318771362, weight_update_time: 0.2116735429, other_time: 3.0369720459
epoch time: 9.2506923676s, input_fired_time: 0.1643867791, output_fired_time: 0.0000000000, propagate_forward_time: 8.5476970673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386085510
validation[          , genome  6764] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       832.50574, best error:       832.50574 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.5651016235s, input_fired_time: 1.3013751507, output_fired_time: 1.3110219240, propagate_forward_time: 42.4309997559, propagate_backward_time: 66.4748001099, weight_update_time: 0.2092076689, other_time: 3.0469055176
epoch time: 9.3504314423s, input_fired_time: 0.1636077166, output_fired_time: 0.0000000000, propagate_forward_time: 8.6441507339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426731110
validation[          , genome  6764] predictions:    9682/  10000 (96.82%), best:    9743/10000 (97.43%), error:      1032.42712, best error:       832.50574 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 117.0498809814s, input_fired_time: 1.3159728050, output_fired_time: 1.3469787836, propagate_forward_time: 43.1405372620, propagate_backward_time: 68.1632003784, weight_update_time: 0.2131931186, other_time: 3.0831985474
epoch time: 9.1190309525s, input_fired_time: 0.1614512354, output_fired_time: 0.0000000000, propagate_forward_time: 8.4187955856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387840271
validation[          , genome  6764] predictions:    9729/  10000 (97.29%), best:    9743/10000 (97.43%), error:       882.99139, best error:       832.50574 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.6058731079s, input_fired_time: 1.3087198734, output_fired_time: 1.3231872320, propagate_forward_time: 42.8038253784, propagate_backward_time: 67.1358642578, weight_update_time: 0.2109389156, other_time: 3.0342712402
epoch time: 8.9805107117s, input_fired_time: 0.1603655070, output_fired_time: 0.0000000000, propagate_forward_time: 8.2945299149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256156921
validation[          , genome  6764] predictions:    9720/  10000 (97.20%), best:    9743/10000 (97.43%), error:       919.19025, best error:       832.50574 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 115.9848175049s, input_fired_time: 1.3074345589, output_fired_time: 1.3235905170, propagate_forward_time: 42.8788337708, propagate_backward_time: 67.4225616455, weight_update_time: 0.2111972272, other_time: 3.0523986816
epoch time: 9.2486114502s, input_fired_time: 0.1623536497, output_fired_time: 0.0000000000, propagate_forward_time: 8.5537643433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324935913
validation[          , genome  6764] predictions:    9700/  10000 (97.00%), best:    9743/10000 (97.43%), error:      1000.91901, best error:       832.50574 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 116.3053283691s, input_fired_time: 1.3244048357, output_fired_time: 1.3351645470, propagate_forward_time: 43.0604782104, propagate_backward_time: 67.5503997803, weight_update_time: 0.2116517872, other_time: 3.0348815918
epoch time: 9.2605886459s, input_fired_time: 0.1669497341, output_fired_time: 0.0000000000, propagate_forward_time: 8.5420484543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515909195
validation[          , genome  6764] predictions:    9700/  10000 (97.00%), best:    9743/10000 (97.43%), error:       996.95215, best error:       832.50574 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 116.9131927490s, input_fired_time: 1.3151104450, output_fired_time: 1.3353022337, propagate_forward_time: 43.1754646301, propagate_backward_time: 68.0235595703, weight_update_time: 0.2120394856, other_time: 3.0637512207
epoch time: 9.4755325317s, input_fired_time: 0.1674473882, output_fired_time: 0.0000000000, propagate_forward_time: 8.7546920776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533933640
validation[          , genome  6764] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       791.65546, best error:       791.65546 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 116.0696563721s, input_fired_time: 1.3121533394, output_fired_time: 1.3268383741, propagate_forward_time: 42.9157638550, propagate_backward_time: 67.4489746094, weight_update_time: 0.2152345031, other_time: 3.0659255981
epoch time: 9.2366151810s, input_fired_time: 0.1644522101, output_fired_time: 0.0000000000, propagate_forward_time: 8.5336799622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384826660
validation[          , genome  6764] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       864.74359, best error:       791.65546 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 115.8244323730s, input_fired_time: 1.3092156649, output_fired_time: 1.3213011026, propagate_forward_time: 42.9511413574, propagate_backward_time: 67.1798171997, weight_update_time: 0.2124429196, other_time: 3.0629501343
epoch time: 9.0976152420s, input_fired_time: 0.1597377211, output_fired_time: 0.0000000000, propagate_forward_time: 8.3979110718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5399665833
validation[          , genome  6764] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       828.59491, best error:       791.65546 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.7580032349s, input_fired_time: 1.3057391644, output_fired_time: 1.3231029510, propagate_forward_time: 42.5875701904, propagate_backward_time: 67.5091781616, weight_update_time: 0.2122078985, other_time: 3.0324096680
epoch time: 9.0682229996s, input_fired_time: 0.1623068452, output_fired_time: 0.0000000000, propagate_forward_time: 8.3766679764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5292482376
validation[          , genome  6764] predictions:    9732/  10000 (97.32%), best:    9762/10000 (97.62%), error:       856.22260, best error:       791.65546 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 114.8651428223s, input_fired_time: 1.2977073193, output_fired_time: 1.3154869080, propagate_forward_time: 42.2659339905, propagate_backward_time: 66.9566345215, weight_update_time: 0.2118758112, other_time: 3.0293884277
epoch time: 9.4067611694s, input_fired_time: 0.1647634357, output_fired_time: 0.0000000000, propagate_forward_time: 8.7062702179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5357275009
validation[          , genome  6764] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       847.55524, best error:       791.65546 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 117.2326354980s, input_fired_time: 1.3216618299, output_fired_time: 1.3422877789, propagate_forward_time: 43.2924804688, propagate_backward_time: 68.1825866699, weight_update_time: 0.2160924226, other_time: 3.0936203003
epoch time: 9.2416944504s, input_fired_time: 0.1655465066, output_fired_time: 0.0000000000, propagate_forward_time: 8.5358829498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5402650833
validation[          , genome  6764] predictions:    9646/  10000 (96.46%), best:    9762/10000 (97.62%), error:      1191.06140, best error:       791.65546 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.8399963379s, input_fired_time: 1.3088659048, output_fired_time: 1.3148545027, propagate_forward_time: 42.7425689697, propagate_backward_time: 67.4214935303, weight_update_time: 0.2126312107, other_time: 3.0522079468
epoch time: 9.3404207230s, input_fired_time: 0.1642728597, output_fired_time: 0.0000000000, propagate_forward_time: 8.6381149292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380325317
validation[          , genome  6764] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:       916.92456, best error:       791.65546 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.7781372070s, input_fired_time: 1.3186553717, output_fired_time: 1.3382258415, propagate_forward_time: 43.2525367737, propagate_backward_time: 67.8072204590, weight_update_time: 0.2125006318, other_time: 3.0614929199
epoch time: 8.9889993668s, input_fired_time: 0.1597124040, output_fired_time: 0.0000000000, propagate_forward_time: 8.2968263626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5324602127
validation[          , genome  6764] predictions:    9729/  10000 (97.29%), best:    9762/10000 (97.62%), error:       859.89880, best error:       791.65546 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 115.7664184570s, input_fired_time: 1.3131681681, output_fired_time: 1.3247044086, propagate_forward_time: 42.8930015564, propagate_backward_time: 67.1958618164, weight_update_time: 0.2136137187, other_time: 3.0396728516
epoch time: 9.2392454147s, input_fired_time: 0.1632992476, output_fired_time: 0.0000000000, propagate_forward_time: 8.5379657745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379800797
validation[          , genome  6764] predictions:    9746/  10000 (97.46%), best:    9762/10000 (97.62%), error:       825.80475, best error:       791.65546 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.6785202026s, input_fired_time: 1.3167761564, output_fired_time: 1.3429925442, propagate_forward_time: 43.0569763184, propagate_backward_time: 67.8885040283, weight_update_time: 0.2136577368, other_time: 3.0732727051
epoch time: 9.5229930878s, input_fired_time: 0.1682643294, output_fired_time: 0.0000000000, propagate_forward_time: 8.8018083572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529203415
validation[          , genome  6764] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       747.15936, best error:       747.15936 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.7570953369s, input_fired_time: 1.3227525949, output_fired_time: 1.3496555090, propagate_forward_time: 43.1694221497, propagate_backward_time: 67.8568191528, weight_update_time: 0.2142966092, other_time: 3.0584487915
epoch time: 9.4520635605s, input_fired_time: 0.1670218855, output_fired_time: 0.0000000000, propagate_forward_time: 8.7384090424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466327667
validation[          , genome  6764] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       871.51904, best error:       747.15936 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.0000534058s, input_fired_time: 1.3152025938, output_fired_time: 1.3286039829, propagate_forward_time: 42.8682365417, propagate_backward_time: 67.4382019043, weight_update_time: 0.2119388580, other_time: 3.0498046875
epoch time: 9.3777647018s, input_fired_time: 0.1671998948, output_fired_time: 0.0000000000, propagate_forward_time: 8.6663169861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5442476273
validation[          , genome  6764] predictions:    9732/  10000 (97.32%), best:    9751/10000 (97.51%), error:       855.75354, best error:       747.15936 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.6184005737s, input_fired_time: 1.3143128157, output_fired_time: 1.3282303810, propagate_forward_time: 42.5922813416, propagate_backward_time: 67.3350219727, weight_update_time: 0.2124403268, other_time: 3.0485534668
epoch time: 9.3976049423s, input_fired_time: 0.1640470922, output_fired_time: 0.0000000000, propagate_forward_time: 8.7039260864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5296316147
validation[          , genome  6764] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:       974.65314, best error:       747.15936 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 114.6604003906s, input_fired_time: 1.3043929338, output_fired_time: 1.3162119389, propagate_forward_time: 42.2852516174, propagate_backward_time: 66.7107009888, weight_update_time: 0.2114768326, other_time: 3.0438461304
epoch time: 9.5260143280s, input_fired_time: 0.1703909487, output_fired_time: 0.0000000000, propagate_forward_time: 8.8089542389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466690063
validation[          , genome  6764] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       830.94531, best error:       747.15936 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.6602249146s, input_fired_time: 1.3179870844, output_fired_time: 1.3348408937, propagate_forward_time: 43.3224716187, propagate_backward_time: 67.6336593628, weight_update_time: 0.2133082747, other_time: 3.0512695313
epoch time: 9.1750497818s, input_fired_time: 0.1632600576, output_fired_time: 0.0000000000, propagate_forward_time: 8.4553327560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564565659
validation[          , genome  6764] predictions:    9759/  10000 (97.59%), best:    9751/10000 (97.51%), error:       804.58661, best error:       747.15936 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.6027755737s, input_fired_time: 1.3023326397, output_fired_time: 1.3130116463, propagate_forward_time: 42.3796119690, propagate_backward_time: 66.5853958130, weight_update_time: 0.2078753114, other_time: 3.0224227905
epoch time: 9.4477214813s, input_fired_time: 0.1699004024, output_fired_time: 0.0000000000, propagate_forward_time: 8.7240810394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537405014
validation[          , genome  6764] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       876.80096, best error:       747.15936 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.7009429932s, input_fired_time: 1.3264899254, output_fired_time: 1.3428742886, propagate_forward_time: 43.1849517822, propagate_backward_time: 67.7775039673, weight_update_time: 0.2129579633, other_time: 3.0691223145
epoch time: 9.2646160126s, input_fired_time: 0.1669207811, output_fired_time: 0.0000000000, propagate_forward_time: 8.5595235825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381717682
validation[          , genome  6764] predictions:    9674/  10000 (96.74%), best:    9751/10000 (97.51%), error:      1061.35510, best error:       747.15936 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 116.9638442993s, input_fired_time: 1.3256510496, output_fired_time: 1.3405821323, propagate_forward_time: 43.3210258484, propagate_backward_time: 67.9142074585, weight_update_time: 0.2116188109, other_time: 3.0623703003
epoch time: 9.1959190369s, input_fired_time: 0.1659191251, output_fired_time: 0.0000000000, propagate_forward_time: 8.4968986511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5331010818
validation[          , genome  6764] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       913.10352, best error:       747.15936 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 116.1020202637s, input_fired_time: 1.3143187761, output_fired_time: 1.3236012459, propagate_forward_time: 42.9903564453, propagate_backward_time: 67.4236755371, weight_update_time: 0.2106339782, other_time: 3.0500717163
epoch time: 9.3534126282s, input_fired_time: 0.1669514179, output_fired_time: 0.0000000000, propagate_forward_time: 8.6441135406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5423479080
validation[          , genome  6764] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       909.15588, best error:       747.15936 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.1431427002s, input_fired_time: 1.3257962465, output_fired_time: 1.3341525793, propagate_forward_time: 42.9364776611, propagate_backward_time: 67.4909896851, weight_update_time: 0.2146028876, other_time: 3.0557250977
epoch time: 9.5279703140s, input_fired_time: 0.1709149778, output_fired_time: 0.0000000000, propagate_forward_time: 8.8133096695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5437459946
validation[          , genome  6764] predictions:    9772/  10000 (97.72%), best:    9751/10000 (97.51%), error:       777.77313, best error:       747.15936 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.4839401245s, input_fired_time: 1.3230386972, output_fired_time: 1.3324098587, propagate_forward_time: 43.1794433594, propagate_backward_time: 67.6203460693, weight_update_time: 0.2107770294, other_time: 3.0287017822
epoch time: 9.3010358810s, input_fired_time: 0.1654966474, output_fired_time: 0.0000000000, propagate_forward_time: 8.5946483612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408906937
validation[          , genome  6764] predictions:    9671/  10000 (96.71%), best:    9751/10000 (97.51%), error:      1032.24792, best error:       747.15936 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 116.6632614136s, input_fired_time: 1.3264607191, output_fired_time: 1.3375101089, propagate_forward_time: 43.2644577026, propagate_backward_time: 67.6929779053, weight_update_time: 0.2120419145, other_time: 3.0418548584
epoch time: 9.4076614380s, input_fired_time: 0.1676463932, output_fired_time: 0.0000000000, propagate_forward_time: 8.6869106293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5531044006
validation[          , genome  6764] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       865.58405, best error:       747.15936 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 114.9567718506s, input_fired_time: 1.3107607365, output_fired_time: 1.3208541870, propagate_forward_time: 42.4451560974, propagate_backward_time: 66.8628540039, weight_update_time: 0.2114612460, other_time: 3.0171508789
epoch time: 9.4700307846s, input_fired_time: 0.1692944169, output_fired_time: 0.0000000000, propagate_forward_time: 8.7620964050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386400223
validation[          , genome  6764] predictions:    9750/  10000 (97.50%), best:    9751/10000 (97.51%), error:       812.53046, best error:       747.15936 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 117.5901107788s, input_fired_time: 1.3337725401, output_fired_time: 1.3411743641, propagate_forward_time: 43.4469909668, propagate_backward_time: 68.3731842041, weight_update_time: 0.2122634053, other_time: 3.0949935913
epoch time: 9.2940664291s, input_fired_time: 0.1647745967, output_fired_time: 0.0000000000, propagate_forward_time: 8.5838336945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454578400
validation[          , genome  6764] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       882.79779, best error:       747.15936 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 116.2933044434s, input_fired_time: 1.3218617439, output_fired_time: 1.3346976042, propagate_forward_time: 43.0085983276, propagate_backward_time: 67.5736007690, weight_update_time: 0.2129262388, other_time: 3.0545501709
epoch time: 9.3975601196s, input_fired_time: 0.1675440073, output_fired_time: 0.0000000000, propagate_forward_time: 8.6826629639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473527908
validation[          , genome  6764] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       869.54327, best error:       747.15936 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 116.1781539917s, input_fired_time: 1.3188258410, output_fired_time: 1.3321305513, propagate_forward_time: 43.0786819458, propagate_backward_time: 67.3986206055, weight_update_time: 0.2124812156, other_time: 3.0498962402
epoch time: 9.4417762756s, input_fired_time: 0.1688011885, output_fired_time: 0.0000000000, propagate_forward_time: 8.7311401367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418348312
validation[          , genome  6764] predictions:    9769/  10000 (97.69%), best:    9751/10000 (97.51%), error:       792.32703, best error:       747.15936 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 116.3992691040s, input_fired_time: 1.3318845034, output_fired_time: 1.3356391191, propagate_forward_time: 43.0503730774, propagate_backward_time: 67.6192398071, weight_update_time: 0.2102311403, other_time: 3.0621261597
epoch time: 9.4660482407s, input_fired_time: 0.1700308770, output_fired_time: 0.0000000000, propagate_forward_time: 8.7509012222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5451164246
validation[          , genome  6764] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       902.99609, best error:       747.15936 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 117.1590347290s, input_fired_time: 1.3320846558, output_fired_time: 1.3412430286, propagate_forward_time: 43.3419265747, propagate_backward_time: 68.0838546753, weight_update_time: 0.2113494277, other_time: 3.0599288940
epoch time: 9.3547773361s, input_fired_time: 0.1672311425, output_fired_time: 0.0000000000, propagate_forward_time: 8.6539793015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335664749
validation[          , genome  6764] predictions:    9748/  10000 (97.48%), best:    9751/10000 (97.51%), error:       828.00769, best error:       747.15936 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 116.3217697144s, input_fired_time: 1.3293631077, output_fired_time: 1.3372677565, propagate_forward_time: 42.9704208374, propagate_backward_time: 67.6452865601, weight_update_time: 0.2110124230, other_time: 3.0394363403
epoch time: 9.3725585938s, input_fired_time: 0.1678921580, output_fired_time: 0.0000000000, propagate_forward_time: 8.6627769470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418891907
validation[          , genome  6764] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       876.40314, best error:       747.15936 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.9964752197s, input_fired_time: 1.3159922361, output_fired_time: 1.3097521067, propagate_forward_time: 42.6390686035, propagate_backward_time: 66.7072296143, weight_update_time: 0.2095280737, other_time: 3.0244293213
epoch time: 9.0366058350s, input_fired_time: 0.1637488306, output_fired_time: 0.0000000000, propagate_forward_time: 8.3411808014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5316762924
validation[          , genome  6764] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       869.87616, best error:       747.15936 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 116.1601104736s, input_fired_time: 1.3218109608, output_fired_time: 1.3308670521, propagate_forward_time: 43.0163879395, propagate_backward_time: 67.4449844360, weight_update_time: 0.2123617828, other_time: 3.0460662842
epoch time: 9.4890871048s, input_fired_time: 0.1711340100, output_fired_time: 0.0000000000, propagate_forward_time: 8.7758684158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420846939
validation[          , genome  6764] predictions:    9685/  10000 (96.85%), best:    9751/10000 (97.51%), error:      1047.08154, best error:       747.15936 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 116.7639923096s, input_fired_time: 1.3268191814, output_fired_time: 1.3371462822, propagate_forward_time: 43.0398483276, propagate_backward_time: 67.9826889038, weight_update_time: 0.2119366378, other_time: 3.0774917603
epoch time: 9.3435020447s, input_fired_time: 0.1654907465, output_fired_time: 0.0000000000, propagate_forward_time: 8.6350193024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429916382
validation[          , genome  6764] predictions:    9758/  10000 (97.58%), best:    9751/10000 (97.51%), error:       798.84528, best error:       747.15936 on epoch:    45, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 116.0695800781s, input_fired_time: 1.3231114149, output_fired_time: 1.3238744736, propagate_forward_time: 42.9673004150, propagate_backward_time: 67.3983840942, weight_update_time: 0.2119949162, other_time: 3.0569076538
epoch time: 9.2130222321s, input_fired_time: 0.1627681106, output_fired_time: 0.0000000000, propagate_forward_time: 8.5261993408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5240545273
validation[          , genome  6764] predictions:    9761/  10000 (97.61%), best:    9751/10000 (97.51%), error:       780.67261, best error:       747.15936 on epoch:    45, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 116.1521682739s, input_fired_time: 1.3223854303, output_fired_time: 1.3283160925, propagate_forward_time: 43.0269432068, propagate_backward_time: 67.4244461060, weight_update_time: 0.2127019614, other_time: 3.0500717163
epoch time: 9.1367425919s, input_fired_time: 0.1675186306, output_fired_time: 0.0000000000, propagate_forward_time: 8.4203243256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488996506
validation[          , genome  6764] predictions:    9704/  10000 (97.04%), best:    9751/10000 (97.51%), error:       904.33398, best error:       747.15936 on epoch:    45, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.6261901855s, input_fired_time: 1.3267844915, output_fired_time: 1.3312673569, propagate_forward_time: 42.8536529541, propagate_backward_time: 67.0908813477, weight_update_time: 0.2091088742, other_time: 3.0236053467
epoch time: 9.1741123199s, input_fired_time: 0.1636673361, output_fired_time: 0.0000000000, propagate_forward_time: 8.4714803696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389642715
validation[          , genome  6764] predictions:    9711/  10000 (97.11%), best:    9751/10000 (97.51%), error:       959.11749, best error:       747.15936 on epoch:    45, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 115.6608428955s, input_fired_time: 1.3181768656, output_fired_time: 1.3247826099, propagate_forward_time: 42.7808456421, propagate_backward_time: 67.1751785278, weight_update_time: 0.2125776857, other_time: 3.0618591309
epoch time: 9.4846839905s, input_fired_time: 0.1691039503, output_fired_time: 0.0000000000, propagate_forward_time: 8.7693967819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5461835861
validation[          , genome  6764] predictions:    9721/  10000 (97.21%), best:    9751/10000 (97.51%), error:       938.19531, best error:       747.15936 on epoch:    45, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.3104019165s, input_fired_time: 1.3205518723, output_fired_time: 1.3293665648, propagate_forward_time: 42.8802909851, propagate_backward_time: 67.7286224365, weight_update_time: 0.2114241570, other_time: 3.0515747070
epoch time: 9.3448457718s, input_fired_time: 0.1654739380, output_fired_time: 0.0000000000, propagate_forward_time: 8.6362161636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5431556702
validation[          , genome  6764] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       935.76031, best error:       747.15936 on epoch:    45, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 117.0307388306s, input_fired_time: 1.3372468948, output_fired_time: 1.3323595524, propagate_forward_time: 43.2248535156, propagate_backward_time: 68.0715713501, weight_update_time: 0.2119583935, other_time: 3.0647048950
epoch time: 9.1319437027s, input_fired_time: 0.1655313820, output_fired_time: 0.0000000000, propagate_forward_time: 8.4213991165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5450134277
validation[          , genome  6764] predictions:    9727/  10000 (97.27%), best:    9751/10000 (97.51%), error:       870.09631, best error:       747.15936 on epoch:    45, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 116.3592300415s, input_fired_time: 1.3283758163, output_fired_time: 1.3317852020, propagate_forward_time: 42.9817810059, propagate_backward_time: 67.6677474976, weight_update_time: 0.2098728716, other_time: 3.0495376587
epoch time: 9.0958986282s, input_fired_time: 0.1641508341, output_fired_time: 0.0000000000, propagate_forward_time: 8.3981895447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5335578918
validation[          , genome  6764] predictions:    9719/  10000 (97.19%), best:    9751/10000 (97.51%), error:       910.16217, best error:       747.15936 on epoch:    45, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.2072219849s, input_fired_time: 1.3203564882, output_fired_time: 1.3159492016, propagate_forward_time: 42.6070098877, propagate_backward_time: 66.9392547607, weight_update_time: 0.2086484581, other_time: 3.0246505737
epoch time: 8.7861261368s, input_fired_time: 0.1608377844, output_fired_time: 0.0000000000, propagate_forward_time: 8.1122770309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5130109787
validation[          , genome  6764] predictions:    9671/  10000 (96.71%), best:    9751/10000 (97.51%), error:      1055.42773, best error:       747.15936 on epoch:    45, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 116.3455200195s, input_fired_time: 1.3223981857, output_fired_time: 1.3389110565, propagate_forward_time: 42.9660110474, propagate_backward_time: 67.6586380005, weight_update_time: 0.2115995884, other_time: 3.0595626831
epoch time: 9.3656368256s, input_fired_time: 0.1685746312, output_fired_time: 0.0000000000, propagate_forward_time: 8.6572751999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397872925
validation[          , genome  6764] predictions:    9761/  10000 (97.61%), best:    9751/10000 (97.51%), error:       840.11121, best error:       747.15936 on epoch:    45, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 115.4735107422s, input_fired_time: 1.3267898560, output_fired_time: 1.3195987940, propagate_forward_time: 42.7845497131, propagate_backward_time: 66.9849777222, weight_update_time: 0.2109630108, other_time: 3.0575942993
epoch time: 8.7290582657s, input_fired_time: 0.1618954986, output_fired_time: 0.0000000000, propagate_forward_time: 8.0413484573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5258140564
validation[          , genome  6764] predictions:    9715/  10000 (97.15%), best:    9751/10000 (97.51%), error:       915.17871, best error:       747.15936 on epoch:    45, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 116.0762786865s, input_fired_time: 1.3209701777, output_fired_time: 1.3366525173, propagate_forward_time: 42.7806472778, propagate_backward_time: 67.5940628052, weight_update_time: 0.2129997462, other_time: 3.0439453125
epoch time: 9.3392076492s, input_fired_time: 0.1710502654, output_fired_time: 0.0000000000, propagate_forward_time: 8.6186275482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495300293
validation[          , genome  6764] predictions:    9698/  10000 (96.98%), best:    9751/10000 (97.51%), error:       901.04834, best error:       747.15936 on epoch:    45, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 115.9639282227s, input_fired_time: 1.3248648643, output_fired_time: 1.3267372847, propagate_forward_time: 42.9051132202, propagate_backward_time: 67.3533325195, weight_update_time: 0.2130826414, other_time: 3.0538787842
epoch time: 9.3536844254s, input_fired_time: 0.1687383652, output_fired_time: 0.0000000000, propagate_forward_time: 8.6437587738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5411872864
validation[          , genome  6764] predictions:    9720/  10000 (97.20%), best:    9751/10000 (97.51%), error:       887.95404, best error:       747.15936 on epoch:    45, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 116.5153961182s, input_fired_time: 1.3290512562, output_fired_time: 1.3385477066, propagate_forward_time: 43.2154312134, propagate_backward_time: 67.5797653198, weight_update_time: 0.2118390799, other_time: 3.0526046753
epoch time: 9.4528179169s, input_fired_time: 0.1727482080, output_fired_time: 0.0000000000, propagate_forward_time: 8.7256708145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543985367
validation[          , genome  6764] predictions:    9746/  10000 (97.46%), best:    9751/10000 (97.51%), error:       838.19836, best error:       747.15936 on epoch:    45, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.2989273071s, input_fired_time: 1.3295353651, output_fired_time: 1.3278876543, propagate_forward_time: 42.9172325134, propagate_backward_time: 67.6852722168, weight_update_time: 0.2126889229, other_time: 3.0390014648
epoch time: 9.1089725494s, input_fired_time: 0.1648911387, output_fired_time: 0.0000000000, propagate_forward_time: 8.4156665802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284147263
validation[          , genome  6764] predictions:    9723/  10000 (97.23%), best:    9751/10000 (97.51%), error:       855.79907, best error:       747.15936 on epoch:    45, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.9059371948s, input_fired_time: 1.3270504475, output_fired_time: 1.3350086212, propagate_forward_time: 42.8225631714, propagate_backward_time: 67.3755264282, weight_update_time: 0.2101593912, other_time: 3.0457916260
epoch time: 9.5203924179s, input_fired_time: 0.1692174673, output_fired_time: 0.0000000000, propagate_forward_time: 8.8036651611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5475101471
validation[          , genome  6764] predictions:    9705/  10000 (97.05%), best:    9751/10000 (97.51%), error:      1014.92542, best error:       747.15936 on epoch:    45, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 115.1089248657s, input_fired_time: 1.3233182430, output_fired_time: 1.3275908232, propagate_forward_time: 42.4971275330, propagate_backward_time: 66.9119949341, weight_update_time: 0.2105698287, other_time: 3.0488967896
epoch time: 8.7729158401s, input_fired_time: 0.1628268659, output_fired_time: 0.0000000000, propagate_forward_time: 8.0959930420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5140962601
validation[          , genome  6764] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       835.71936, best error:       747.15936 on epoch:    45, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 114.2062988281s, input_fired_time: 1.3138911724, output_fired_time: 1.2994765043, propagate_forward_time: 42.1291580200, propagate_backward_time: 66.4175720215, weight_update_time: 0.2077336907, other_time: 3.0462036133
epoch time: 9.4385490417s, input_fired_time: 0.1663225442, output_fired_time: 0.0000000000, propagate_forward_time: 8.7292413712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5429849625
validation[          , genome  6764] predictions:    9756/  10000 (97.56%), best:    9751/10000 (97.51%), error:       819.44952, best error:       747.15936 on epoch:    45, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 116.5974655151s, input_fired_time: 1.3397248983, output_fired_time: 1.3342614174, propagate_forward_time: 43.2865562439, propagate_backward_time: 67.5557403564, weight_update_time: 0.2128550708, other_time: 3.0811920166
epoch time: 9.2691640854s, input_fired_time: 0.1690456122, output_fired_time: 0.0000000000, propagate_forward_time: 8.5585145950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416040421
validation[          , genome  6764] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       882.89703, best error:       747.15936 on epoch:    45, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.8255386353s, input_fired_time: 1.3299653530, output_fired_time: 1.3283283710, propagate_forward_time: 42.7676506042, propagate_backward_time: 67.3586502075, weight_update_time: 0.2117189914, other_time: 3.0409469604
epoch time: 9.1547594070s, input_fired_time: 0.1657628566, output_fired_time: 0.0000000000, propagate_forward_time: 8.4640750885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5249214172
validation[          , genome  6764] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       807.14667, best error:       747.15936 on epoch:    45, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 115.1840438843s, input_fired_time: 1.3214006424, output_fired_time: 1.3207396269, propagate_forward_time: 42.5920181274, propagate_backward_time: 66.8998794556, weight_update_time: 0.2141003460, other_time: 3.0500030518
epoch time: 9.1987428665s, input_fired_time: 0.1643195897, output_fired_time: 0.0000000000, propagate_forward_time: 8.5080204010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264024734
validation[          , genome  6764] predictions:    9691/  10000 (96.91%), best:    9751/10000 (97.51%), error:       962.24298, best error:       747.15936 on epoch:    45, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 116.7129592896s, input_fired_time: 1.3401588202, output_fired_time: 1.3363265991, propagate_forward_time: 43.3117408752, propagate_backward_time: 67.6646347046, weight_update_time: 0.2147457004, other_time: 3.0600967407
epoch time: 9.3106088638s, input_fired_time: 0.1680595726, output_fired_time: 0.0000000000, propagate_forward_time: 8.6015157700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410337448
validation[          , genome  6764] predictions:    9735/  10000 (97.35%), best:    9751/10000 (97.51%), error:       888.35669, best error:       747.15936 on epoch:    45, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 116.3617172241s, input_fired_time: 1.3356060982, output_fired_time: 1.3319019079, propagate_forward_time: 43.1742019653, propagate_backward_time: 67.4843139648, weight_update_time: 0.2107823193, other_time: 3.0356903076
epoch time: 9.1119318008s, input_fired_time: 0.1664359421, output_fired_time: 0.0000000000, propagate_forward_time: 8.4013004303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5441951752
validation[          , genome  6764] predictions:    9675/  10000 (96.75%), best:    9751/10000 (97.51%), error:      1040.89832, best error:       747.15936 on epoch:    45, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.5700759888s, input_fired_time: 1.3291592598, output_fired_time: 1.3297516108, propagate_forward_time: 42.7610359192, propagate_backward_time: 67.1059875488, weight_update_time: 0.2109163404, other_time: 3.0441436768
epoch time: 9.2502422333s, input_fired_time: 0.1691853851, output_fired_time: 0.0000000000, propagate_forward_time: 8.5366220474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444345474
validation[          , genome  6764] predictions:    9717/  10000 (97.17%), best:    9751/10000 (97.51%), error:       905.98608, best error:       747.15936 on epoch:    45, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.7740097046s, input_fired_time: 1.3361067772, output_fired_time: 1.3264565468, propagate_forward_time: 42.8017921448, propagate_backward_time: 67.2806320190, weight_update_time: 0.2091755867, other_time: 3.0290298462
epoch time: 9.3672704697s, input_fired_time: 0.1693870872, output_fired_time: 0.0000000000, propagate_forward_time: 8.6594762802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384073257
validation[          , genome  6764] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       857.29474, best error:       747.15936 on epoch:    45, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 117.4502639771s, input_fired_time: 1.3456729650, output_fired_time: 1.3424587250, propagate_forward_time: 43.3928909302, propagate_backward_time: 68.2939682007, weight_update_time: 0.2152252793, other_time: 3.0752716064
epoch time: 9.1945476532s, input_fired_time: 0.1712616831, output_fired_time: 0.0000000000, propagate_forward_time: 8.4843130112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5389728546
validation[          , genome  6764] predictions:    9730/  10000 (97.30%), best:    9751/10000 (97.51%), error:       874.55261, best error:       747.15936 on epoch:    45, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.5690383911s, input_fired_time: 1.3323609829, output_fired_time: 1.3281942606, propagate_forward_time: 43.1709442139, propagate_backward_time: 67.6955261230, weight_update_time: 0.2119288594, other_time: 3.0420150757
epoch time: 9.1771478653s, input_fired_time: 0.1675444543, output_fired_time: 0.0000000000, propagate_forward_time: 8.4669237137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426797867
validation[          , genome  6764] predictions:    9737/  10000 (97.37%), best:    9751/10000 (97.51%), error:       833.63873, best error:       747.15936 on epoch:    45, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.6572036743s, input_fired_time: 1.3450806141, output_fired_time: 1.3408168554, propagate_forward_time: 43.1618614197, propagate_backward_time: 67.7338027954, weight_update_time: 0.2124111354, other_time: 3.0756454468
epoch time: 9.4581880569s, input_fired_time: 0.1708116829, output_fired_time: 0.0000000000, propagate_forward_time: 8.7403907776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5469856262
validation[          , genome  6764] predictions:    9728/  10000 (97.28%), best:    9751/10000 (97.51%), error:       889.97272, best error:       747.15936 on epoch:    45, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 116.0942535400s, input_fired_time: 1.3289375305, output_fired_time: 1.3282867670, propagate_forward_time: 42.9707565308, propagate_backward_time: 67.4307937622, weight_update_time: 0.2116788179, other_time: 3.0354843140
epoch time: 9.5951299667s, input_fired_time: 0.1739635915, output_fired_time: 0.0000000000, propagate_forward_time: 8.8627586365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584077835
validation[          , genome  6764] predictions:    9754/  10000 (97.54%), best:    9751/10000 (97.51%), error:       810.69122, best error:       747.15936 on epoch:    45, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.8467636108s, input_fired_time: 1.3309437037, output_fired_time: 1.3299305439, propagate_forward_time: 42.8257637024, propagate_backward_time: 67.3311309814, weight_update_time: 0.2107048035, other_time: 3.0289916992
epoch time: 9.4289054871s, input_fired_time: 0.1676459461, output_fired_time: 0.0000000000, propagate_forward_time: 8.7239570618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373020172
validation[          , genome  6764] predictions:    9731/  10000 (97.31%), best:    9751/10000 (97.51%), error:       841.50690, best error:       747.15936 on epoch:    45, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 116.1709518433s, input_fired_time: 1.3374511003, output_fired_time: 1.3361403942, propagate_forward_time: 42.9820823669, propagate_backward_time: 67.4604949951, weight_update_time: 0.2102356106, other_time: 3.0547790527
epoch time: 9.4391632080s, input_fired_time: 0.1712866724, output_fired_time: 0.0000000000, propagate_forward_time: 8.7173633575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5505132675
validation[          , genome  6764] predictions:    9726/  10000 (97.26%), best:    9751/10000 (97.51%), error:       943.16461, best error:       747.15936 on epoch:    45, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 115.1711807251s, input_fired_time: 1.3258836269, output_fired_time: 1.3111538887, propagate_forward_time: 42.6903724670, propagate_backward_time: 66.8034439087, weight_update_time: 0.2107649297, other_time: 3.0403213501
epoch time: 9.3955755234s, input_fired_time: 0.1714522690, output_fired_time: 0.0000000000, propagate_forward_time: 8.6807060242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5434169769
validation[          , genome  6764] predictions:    9718/  10000 (97.18%), best:    9751/10000 (97.51%), error:       900.72797, best error:       747.15936 on epoch:    45, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 116.5876388550s, input_fired_time: 1.3286083937, output_fired_time: 1.3342570066, propagate_forward_time: 43.1239585876, propagate_backward_time: 67.7601547241, weight_update_time: 0.2146665305, other_time: 3.0406570435
epoch time: 9.3384160995s, input_fired_time: 0.1685732156, output_fired_time: 0.0000000000, propagate_forward_time: 8.6314811707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5383615494
validation[          , genome  6764] predictions:    9757/  10000 (97.57%), best:    9751/10000 (97.51%), error:       850.23816, best error:       747.15936 on epoch:    45, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.4022140503s, input_fired_time: 1.3237725496, output_fired_time: 1.3122011423, propagate_forward_time: 42.8622817993, propagate_backward_time: 66.8811645508, weight_update_time: 0.2126670182, other_time: 3.0227890015
epoch time: 9.3470468521s, input_fired_time: 0.1730802953, output_fired_time: 0.0000000000, propagate_forward_time: 8.6275863647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463800430
validation[          , genome  6764] predictions:    9707/  10000 (97.07%), best:    9751/10000 (97.51%), error:       910.97064, best error:       747.15936 on epoch:    45, 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: 46.8562889099s, input_fired_time: 0.8373150826, output_fired_time: 0.0000000000, propagate_forward_time: 43.2414207458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7775535583
best training[          , genome  6764] predictions:   49529/  50000 (99.06%), best:    9751/10000 (97.51%), error:      1727.67175, best error:       747.15936 on epoch:    45, 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: 9.3658695221s, input_fired_time: 0.1669643968, output_fired_time: 0.0000000000, propagate_forward_time: 8.6521759033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467290878
   testing[          , genome  6764] predictions:    9810/  10000 (98.10%), best:    9751/10000 (97.51%), error:       652.18530, best error:       747.15936 on epoch:    45, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:04:46 (2688): called boinc_finish(0)

</stderr_txt>
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