Nameexact_genome_1512568488_45_7103_0
Workunit2606710
Created7 Dec 2017, 23:49:15 UTC
Sent7 Dec 2017, 23:52:36 UTC
Report deadline16 Dec 2017, 17:46:16 UTC
Received8 Dec 2017, 14:32:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time3 hours 48 min 20 sec
CPU time3 hours 19 min 37 sec
Validate stateValid
Credit2,186.40
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.03 MB
Peak swap size158.98 MB
Peak disk usage2.04 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000000000, weight_update_time: 0.0000000000, other_time: 0.7360200882
validation[          , genome  7103] predictions:    9706/  10000 (97.06%), best:    9735/10000 (97.35%), error:       964.88831, best error:       945.47607 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 158.6605529785s, input_fired_time: 1.5311442614, output_fired_time: 1.3213407993, propagate_forward_time: 60.4082603455, propagate_backward_time: 91.3120803833, weight_update_time: 0.1235970482, other_time: 4.0877304077
epoch time: 14.7569618225s, input_fired_time: 0.4231635034, output_fired_time: 0.0000000000, propagate_forward_time: 13.3125219345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0212764740
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9735/10000 (97.35%), error:       954.86334, best error:       945.47607 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 168.3032836914s, input_fired_time: 1.8099364042, output_fired_time: 2.1423649788, propagate_forward_time: 64.1166687012, propagate_backward_time: 97.2931518555, weight_update_time: 0.1294697225, other_time: 2.9411621094
epoch time: 13.9213752747s, input_fired_time: 0.4163701832, output_fired_time: 0.0000000000, propagate_forward_time: 13.0041255951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5008792877
validation[          , genome  7103] predictions:    9685/  10000 (96.85%), best:    9735/10000 (97.35%), error:      1021.35223, best error:       945.47607 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 166.1667022705s, input_fired_time: 1.3006687164, output_fired_time: 1.1189635992, propagate_forward_time: 62.9768486023, propagate_backward_time: 96.8384323120, weight_update_time: 0.1291349530, other_time: 3.9317855835
epoch time: 12.7708177567s, input_fired_time: 0.4070788622, output_fired_time: 0.0000000000, propagate_forward_time: 11.6393880844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243509293
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9735/10000 (97.35%), error:      1006.24805, best error:       945.47607 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 168.6919097900s, input_fired_time: 1.3166297674, output_fired_time: 1.3849878311, propagate_forward_time: 63.6203613281, propagate_backward_time: 99.1529769897, weight_update_time: 0.3801841438, other_time: 3.2169418335
epoch time: 12.7641277313s, input_fired_time: 0.1576277018, output_fired_time: 0.0000000000, propagate_forward_time: 11.8838462830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226533890
validation[          , genome  7103] predictions:    9696/  10000 (96.96%), best:    9735/10000 (97.35%), error:      1035.11694, best error:       945.47607 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 162.9402008057s, input_fired_time: 1.5392080545, output_fired_time: 1.8482540846, propagate_forward_time: 59.8212127686, propagate_backward_time: 96.5922470093, weight_update_time: 0.1268493086, other_time: 3.1392745972
epoch time: 12.0659799576s, input_fired_time: 0.4020933211, output_fired_time: 0.0000000000, propagate_forward_time: 11.2069501877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569368362
validation[          , genome  7103] predictions:    9713/  10000 (97.13%), best:    9735/10000 (97.35%), error:       946.88354, best error:       945.47607 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 169.8055267334s, input_fired_time: 1.5703225136, output_fired_time: 1.6435087919, propagate_forward_time: 59.2235946655, propagate_backward_time: 103.4043960571, weight_update_time: 0.3809264600, other_time: 3.9636993408
epoch time: 10.9524192810s, input_fired_time: 0.3932627141, output_fired_time: 0.0000000000, propagate_forward_time: 10.1310415268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4281148911
validation[          , genome  7103] predictions:    9634/  10000 (96.34%), best:    9735/10000 (97.35%), error:      1255.98499, best error:       945.47607 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 168.1472625732s, input_fired_time: 1.3140937090, output_fired_time: 1.1276873350, propagate_forward_time: 59.4001770020, propagate_backward_time: 102.0945510864, weight_update_time: 0.1296740472, other_time: 4.2107620239
epoch time: 12.0154247284s, input_fired_time: 0.1517657638, output_fired_time: 0.0000000000, propagate_forward_time: 11.1583623886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7052965164
validation[          , genome  7103] predictions:    9680/  10000 (96.80%), best:    9735/10000 (97.35%), error:      1040.40845, best error:       945.47607 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 153.7236633301s, input_fired_time: 2.2666554451, output_fired_time: 1.3156691790, propagate_forward_time: 57.1091308594, propagate_backward_time: 89.9549255371, weight_update_time: 0.1225715429, other_time: 3.0772705078
epoch time: 8.7156085968s, input_fired_time: 0.1491862386, output_fired_time: 0.0000000000, propagate_forward_time: 8.1243476868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420747757
validation[          , genome  7103] predictions:    9672/  10000 (96.72%), best:    9735/10000 (97.35%), error:      1084.19568, best error:       945.47607 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 110.2482681274s, input_fired_time: 1.2187662125, output_fired_time: 0.9922991991, propagate_forward_time: 40.3811149597, propagate_backward_time: 65.1976165771, weight_update_time: 0.1163470149, other_time: 2.4584655762
epoch time: 8.3642940521s, input_fired_time: 0.1442541182, output_fired_time: 0.0000000000, propagate_forward_time: 7.7856149673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344253540
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       886.69745, best error:       886.69745 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 110.7123107910s, input_fired_time: 1.2187424898, output_fired_time: 1.0067303181, propagate_forward_time: 40.4256095886, propagate_backward_time: 65.6040420532, weight_update_time: 0.1160485521, other_time: 2.4571914673
epoch time: 8.3310489655s, input_fired_time: 0.1442320943, output_fired_time: 0.0000000000, propagate_forward_time: 7.7569227219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298944473
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:      1045.67798, best error:       886.69745 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 110.1756820679s, input_fired_time: 1.2168365717, output_fired_time: 0.9960861802, propagate_forward_time: 40.3559799194, propagate_backward_time: 65.1566619873, weight_update_time: 0.1158084273, other_time: 2.4501190186
epoch time: 9.4443998337s, input_fired_time: 0.1569482684, output_fired_time: 0.0000000000, propagate_forward_time: 8.8200912476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673604965
validation[          , genome  7103] predictions:    9684/  10000 (96.84%), best:    9738/10000 (97.38%), error:      1000.39392, best error:       886.69745 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 109.4906387329s, input_fired_time: 1.2127064466, output_fired_time: 0.9966126084, propagate_forward_time: 40.0032806396, propagate_backward_time: 64.8411026001, weight_update_time: 0.1153716743, other_time: 2.4369354248
epoch time: 7.6187829971s, input_fired_time: 0.1371233314, output_fired_time: 0.0000000000, propagate_forward_time: 7.0735759735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080839157
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       891.84100, best error:       886.69745 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 106.1922378540s, input_fired_time: 1.1965112686, output_fired_time: 0.9669537544, propagate_forward_time: 38.7981491089, propagate_backward_time: 62.8400001526, weight_update_time: 0.1130584627, other_time: 2.3906211853
epoch time: 9.4974908829s, input_fired_time: 0.1588478535, output_fired_time: 0.0000000000, propagate_forward_time: 8.8717470169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4668960571
validation[          , genome  7103] predictions:    9689/  10000 (96.89%), best:    9738/10000 (97.38%), error:      1020.03687, best error:       886.69745 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.2251892090s, input_fired_time: 1.2169307470, output_fired_time: 1.0033695698, propagate_forward_time: 40.3499183655, propagate_backward_time: 65.2141036987, weight_update_time: 0.1159794778, other_time: 2.4408645630
epoch time: 6.7714099884s, input_fired_time: 0.1280341893, output_fired_time: 0.0000000000, propagate_forward_time: 6.2626209259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807549477
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9738/10000 (97.38%), error:       982.52356, best error:       886.69745 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 97.1145858765s, input_fired_time: 1.1399198771, output_fired_time: 0.8959886432, propagate_forward_time: 35.0186500549, propagate_backward_time: 57.8039665222, weight_update_time: 0.1051422879, other_time: 2.2560577393
epoch time: 8.3586740494s, input_fired_time: 0.1462365985, output_fired_time: 0.0000000000, propagate_forward_time: 7.7829289436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4295086861
validation[          , genome  7103] predictions:    9703/  10000 (97.03%), best:    9738/10000 (97.38%), error:       956.18964, best error:       886.69745 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 108.1753311157s, input_fired_time: 1.2051564455, output_fired_time: 0.9859175682, propagate_forward_time: 39.4903717041, propagate_backward_time: 64.0756072998, weight_update_time: 0.1146257147, other_time: 2.4182815552
epoch time: 8.8571214676s, input_fired_time: 0.1517191976, output_fired_time: 0.0000000000, propagate_forward_time: 8.2594480515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4459543228
validation[          , genome  7103] predictions:    9714/  10000 (97.14%), best:    9738/10000 (97.38%), error:      1003.80212, best error:       886.69745 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 107.5619964600s, input_fired_time: 1.2064877748, output_fired_time: 0.9817737341, propagate_forward_time: 39.2956542969, propagate_backward_time: 63.6694869995, weight_update_time: 0.1138223484, other_time: 2.4085922241
epoch time: 8.5209932327s, input_fired_time: 0.1476148963, output_fired_time: 0.0000000000, propagate_forward_time: 7.9368405342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4365382195
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9738/10000 (97.38%), error:       895.65540, best error:       886.69745 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 104.8796997070s, input_fired_time: 1.1870011091, output_fired_time: 0.9575727582, propagate_forward_time: 38.1856193542, propagate_backward_time: 62.1817207336, weight_update_time: 0.1114563569, other_time: 2.3677787781
epoch time: 7.3089432716s, input_fired_time: 0.1347957551, output_fired_time: 0.0000000000, propagate_forward_time: 6.7778763771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3962712288
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9738/10000 (97.38%), error:       903.79950, best error:       886.69745 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 101.4783477783s, input_fired_time: 1.1701585054, output_fired_time: 0.9288712144, propagate_forward_time: 36.8245124817, propagate_backward_time: 60.2322769165, weight_update_time: 0.1092747748, other_time: 2.3225288391
epoch time: 9.5207252502s, input_fired_time: 0.1598078460, output_fired_time: 0.0000000000, propagate_forward_time: 8.8955297470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4653873444
validation[          , genome  7103] predictions:    9698/  10000 (96.98%), best:    9738/10000 (97.38%), error:       956.18579, best error:       886.69745 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 105.1500473022s, input_fired_time: 1.1919666529, output_fired_time: 0.9618596435, propagate_forward_time: 38.2389678955, propagate_backward_time: 62.3896484375, weight_update_time: 0.1119182035, other_time: 2.3676071167
epoch time: 8.7172498703s, input_fired_time: 0.1500397623, output_fired_time: 0.0000000000, propagate_forward_time: 8.1271209717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4400892258
validation[          , genome  7103] predictions:    9711/  10000 (97.11%), best:    9738/10000 (97.38%), error:       932.64960, best error:       886.69745 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 102.7470321655s, input_fired_time: 1.1799529791, output_fired_time: 0.9385585785, propagate_forward_time: 37.2865104675, propagate_backward_time: 61.0000762939, weight_update_time: 0.1102992594, other_time: 2.3419303894
epoch time: 9.4973239899s, input_fired_time: 0.1595022380, output_fired_time: 0.0000000000, propagate_forward_time: 8.8716039658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4662179947
validation[          , genome  7103] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       982.67871, best error:       886.69745 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 106.8653488159s, input_fired_time: 1.1994950771, output_fired_time: 0.9709117413, propagate_forward_time: 38.9660491943, propagate_backward_time: 63.3268585205, weight_update_time: 0.1138812229, other_time: 2.4020385742
epoch time: 9.2641172409s, input_fired_time: 0.1563906819, output_fired_time: 0.0000000000, propagate_forward_time: 8.6506881714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4570379257
validation[          , genome  7103] predictions:    9709/  10000 (97.09%), best:    9738/10000 (97.38%), error:       932.40094, best error:       886.69745 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 105.5700759888s, input_fired_time: 1.1985142231, output_fired_time: 0.9641153812, propagate_forward_time: 38.4959220886, propagate_backward_time: 62.5290985107, weight_update_time: 0.1124230698, other_time: 2.3824157715
epoch time: 6.7697362900s, input_fired_time: 0.1297156215, output_fired_time: 0.0000000000, propagate_forward_time: 6.2590012550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810195923
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9738/10000 (97.38%), error:       951.77716, best error:       886.69745 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 157.0214691162s, input_fired_time: 2.2863171101, output_fired_time: 2.0782818794, propagate_forward_time: 56.6556549072, propagate_backward_time: 93.1414108276, weight_update_time: 0.1247936711, other_time: 2.8598098755
epoch time: 11.1176185608s, input_fired_time: 0.1464644521, output_fired_time: 0.0000000000, propagate_forward_time: 10.2873992920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837549210
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9738/10000 (97.38%), error:       899.94360, best error:       886.69745 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 151.4167175293s, input_fired_time: 1.7481429577, output_fired_time: 1.7740432024, propagate_forward_time: 54.2392044067, propagate_backward_time: 90.8910064697, weight_update_time: 0.1192701384, other_time: 2.7643203735
epoch time: 10.9766664505s, input_fired_time: 0.1464838982, output_fired_time: 0.0000000000, propagate_forward_time: 10.3992700577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309129715
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9738/10000 (97.38%), error:       940.03436, best error:       886.69745 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 145.5275878906s, input_fired_time: 1.4725536108, output_fired_time: 0.9923654795, propagate_forward_time: 55.2881050110, propagate_backward_time: 84.0766754150, weight_update_time: 0.1153676063, other_time: 3.6978912354
epoch time: 12.2474584579s, input_fired_time: 0.1562740058, output_fired_time: 0.0000000000, propagate_forward_time: 11.6262788773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4649057388
validation[          , genome  7103] predictions:    9721/  10000 (97.21%), best:    9738/10000 (97.38%), error:       925.52075, best error:       886.69745 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.0799713135s, input_fired_time: 1.4231147766, output_fired_time: 0.9256422520, propagate_forward_time: 47.4183616638, propagate_backward_time: 79.4824829102, weight_update_time: 0.1089956239, other_time: 2.8303680420
epoch time: 9.3157949448s, input_fired_time: 0.1585120112, output_fired_time: 0.0000000000, propagate_forward_time: 8.6970834732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4601993561
validation[          , genome  7103] predictions:    9702/  10000 (97.02%), best:    9738/10000 (97.38%), error:       963.47418, best error:       886.69745 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 108.7621078491s, input_fired_time: 1.2184541225, output_fired_time: 0.9909719825, propagate_forward_time: 39.7184333801, propagate_backward_time: 64.4111022949, weight_update_time: 0.1150040627, other_time: 2.4231414795
epoch time: 8.8377618790s, input_fired_time: 0.1529869437, output_fired_time: 0.0000000000, propagate_forward_time: 8.2412195206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4435558319
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       876.39569, best error:       876.39569 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 102.2039260864s, input_fired_time: 1.1790920496, output_fired_time: 0.9367650747, propagate_forward_time: 37.1052169800, propagate_backward_time: 60.6502799988, weight_update_time: 0.1096408069, other_time: 2.3325691223
epoch time: 8.4419021606s, input_fired_time: 0.1485124081, output_fired_time: 0.0000000000, propagate_forward_time: 7.8567314148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4366579056
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       888.17621, best error:       876.39569 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 101.4076309204s, input_fired_time: 1.1735711098, output_fired_time: 0.9279572368, propagate_forward_time: 36.7066535950, propagate_backward_time: 60.2771720886, weight_update_time: 0.1090177000, other_time: 2.3222808838
epoch time: 7.6741480827s, input_fired_time: 0.1389353424, output_fired_time: 0.0000000000, propagate_forward_time: 7.1269388199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082736969
validation[          , genome  7103] predictions:    9704/  10000 (97.04%), best:    9722/10000 (97.22%), error:       971.92084, best error:       876.39569 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 100.9366989136s, input_fired_time: 1.1716543436, output_fired_time: 0.9236238599, propagate_forward_time: 36.5633239746, propagate_backward_time: 59.9631767273, weight_update_time: 0.1084478199, other_time: 2.3149223328
epoch time: 7.8767752647s, input_fired_time: 0.1422895491, output_fired_time: 0.0000000000, propagate_forward_time: 7.3208942413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135913849
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9722/10000 (97.22%), error:       897.53778, best error:       876.39569 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 100.4393920898s, input_fired_time: 1.1683650017, output_fired_time: 0.9223992229, propagate_forward_time: 36.3766517639, propagate_backward_time: 59.6632118225, weight_update_time: 0.1079552844, other_time: 2.3087615967
epoch time: 8.4109697342s, input_fired_time: 0.1485022157, output_fired_time: 0.0000000000, propagate_forward_time: 7.8311867714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4312806129
validation[          , genome  7103] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       841.81616, best error:       841.81616 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 102.7810592651s, input_fired_time: 1.1840443611, output_fired_time: 0.9413309097, propagate_forward_time: 37.2952880859, propagate_backward_time: 61.0248680115, weight_update_time: 0.1097544655, other_time: 2.3355293274
epoch time: 7.7778344154s, input_fired_time: 0.1407836825, output_fired_time: 0.0000000000, propagate_forward_time: 7.2244811058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125695229
validation[          , genome  7103] predictions:    9742/  10000 (97.42%), best:    9745/10000 (97.45%), error:       862.72559, best error:       841.81616 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 103.7612991333s, input_fired_time: 1.1897094250, output_fired_time: 0.9492875338, propagate_forward_time: 37.6264801025, propagate_backward_time: 61.6410675049, weight_update_time: 0.1107825786, other_time: 2.3547515869
epoch time: 7.5620303154s, input_fired_time: 0.1387105584, output_fired_time: 0.0000000000, propagate_forward_time: 7.0167279243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065918922
validation[          , genome  7103] predictions:    9724/  10000 (97.24%), best:    9745/10000 (97.45%), error:       887.89154, best error:       841.81616 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 103.0722274780s, input_fired_time: 1.1868484020, output_fired_time: 0.9425067306, propagate_forward_time: 37.4656753540, propagate_backward_time: 61.1330146790, weight_update_time: 0.1104579791, other_time: 2.3441810608
epoch time: 9.2437009811s, input_fired_time: 0.1567634642, output_fired_time: 0.0000000000, propagate_forward_time: 8.6286582947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4582796097
validation[          , genome  7103] predictions:    9622/  10000 (96.22%), best:    9745/10000 (97.45%), error:      1216.59485, best error:       841.81616 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 108.0671691895s, input_fired_time: 1.2186233997, output_fired_time: 0.9822444320, propagate_forward_time: 39.4497604370, propagate_backward_time: 63.9985427856, weight_update_time: 0.1145284027, other_time: 2.4179992676
epoch time: 8.5638799667s, input_fired_time: 0.1507114619, output_fired_time: 0.0000000000, propagate_forward_time: 7.9724731445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4406957626
validation[          , genome  7103] predictions:    9752/  10000 (97.52%), best:    9745/10000 (97.45%), error:       844.64319, best error:       841.81616 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 101.4815368652s, input_fired_time: 1.1794492006, output_fired_time: 0.9317220449, propagate_forward_time: 36.7343978882, propagate_backward_time: 60.3194923401, weight_update_time: 0.1086019799, other_time: 2.3164710999
epoch time: 9.4205665588s, input_fired_time: 0.1594217718, output_fired_time: 0.0000000000, propagate_forward_time: 8.7976121902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635324478
validation[          , genome  7103] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       830.51294, best error:       830.51294 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 104.3446807861s, input_fired_time: 1.1945918798, output_fired_time: 0.9528015256, propagate_forward_time: 37.8549728394, propagate_backward_time: 61.9758300781, weight_update_time: 0.1113493741, other_time: 2.3664779663
epoch time: 8.1896095276s, input_fired_time: 0.1464286000, output_fired_time: 0.0000000000, propagate_forward_time: 7.6177473068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254331589
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9731/10000 (97.31%), error:       879.94745, best error:       830.51294 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 104.6040115356s, input_fired_time: 1.1991643906, output_fired_time: 0.9564664364, propagate_forward_time: 38.1203575134, propagate_backward_time: 61.9727363586, weight_update_time: 0.1111153662, other_time: 2.3552818298
epoch time: 8.7167997360s, input_fired_time: 0.1519444585, output_fired_time: 0.0000000000, propagate_forward_time: 8.1247234344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401321411
validation[          , genome  7103] predictions:    9708/  10000 (97.08%), best:    9731/10000 (97.31%), error:       974.90417, best error:       830.51294 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 104.6156768799s, input_fired_time: 1.1974649429, output_fired_time: 0.9526832700, propagate_forward_time: 38.0425605774, propagate_backward_time: 62.0653343201, weight_update_time: 0.1112643927, other_time: 2.3576393127
epoch time: 9.0017013550s, input_fired_time: 0.1553559452, output_fired_time: 0.0000000000, propagate_forward_time: 8.3968544006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4494905472
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9731/10000 (97.31%), error:       869.81146, best error:       830.51294 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 106.8928909302s, input_fired_time: 1.2108709812, output_fired_time: 0.9746483564, propagate_forward_time: 38.9637527466, propagate_backward_time: 63.3511047363, weight_update_time: 0.1129647270, other_time: 2.3925170898
epoch time: 9.0815601349s, input_fired_time: 0.1560277194, output_fired_time: 0.0000000000, propagate_forward_time: 8.4735012054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520311356
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9731/10000 (97.31%), error:       871.82593, best error:       830.51294 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 108.4711456299s, input_fired_time: 1.2218909264, output_fired_time: 0.9867197275, propagate_forward_time: 39.6137046814, propagate_backward_time: 64.2341995239, weight_update_time: 0.1147265360, other_time: 2.4146347046
epoch time: 8.0617895126s, input_fired_time: 0.1443032324, output_fired_time: 0.0000000000, propagate_forward_time: 7.4988050461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186811447
validation[          , genome  7103] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       827.56439, best error:       827.56439 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 108.2132339478s, input_fired_time: 1.2218544483, output_fired_time: 0.9849482775, propagate_forward_time: 39.5570945740, propagate_backward_time: 64.0540390015, weight_update_time: 0.1139851809, other_time: 2.3953018188
epoch time: 8.7031192780s, input_fired_time: 0.1527508944, output_fired_time: 0.0000000000, propagate_forward_time: 8.1122045517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4381637573
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9737/10000 (97.37%), error:       843.53662, best error:       827.56439 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 109.2341308594s, input_fired_time: 1.2305140495, output_fired_time: 0.9899516702, propagate_forward_time: 39.9815559387, propagate_backward_time: 64.6073379517, weight_update_time: 0.1152242124, other_time: 2.4247665405
epoch time: 8.3199777603s, input_fired_time: 0.1487018913, output_fired_time: 0.0000000000, propagate_forward_time: 7.7458586693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254174232
validation[          , genome  7103] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       926.63190, best error:       827.56439 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 109.4538269043s, input_fired_time: 1.2354204655, output_fired_time: 0.9980398417, propagate_forward_time: 40.3185043335, propagate_backward_time: 64.4745559692, weight_update_time: 0.1151110977, other_time: 2.4273071289
epoch time: 9.1932935715s, input_fired_time: 0.1579165161, output_fired_time: 0.0000000000, propagate_forward_time: 8.5786056519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4567718506
validation[          , genome  7103] predictions:    9747/  10000 (97.47%), best:    9737/10000 (97.37%), error:       872.66742, best error:       827.56439 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 110.8338317871s, input_fired_time: 1.2396197319, output_fired_time: 1.0062429905, propagate_forward_time: 40.5205726624, propagate_backward_time: 65.6295928955, weight_update_time: 0.1158975214, other_time: 2.4378051758
epoch time: 9.2440738678s, input_fired_time: 0.1589712650, output_fired_time: 0.0000000000, propagate_forward_time: 8.6281337738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4569692612
validation[          , genome  7103] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       805.87695, best error:       805.87695 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.3555297852s, input_fired_time: 1.2643549442, output_fired_time: 1.0304402113, propagate_forward_time: 42.2228431702, propagate_backward_time: 67.3376846313, weight_update_time: 0.1195778176, other_time: 2.5002059937
epoch time: 8.5076847076s, input_fired_time: 0.1500976086, output_fired_time: 0.0000000000, propagate_forward_time: 7.9248313904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327554703
validation[          , genome  7103] predictions:    9677/  10000 (96.77%), best:    9761/10000 (97.61%), error:      1077.09595, best error:       805.87695 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.2474136353s, input_fired_time: 1.2643287182, output_fired_time: 1.0308011770, propagate_forward_time: 42.0799980164, propagate_backward_time: 67.3665466309, weight_update_time: 0.1196090356, other_time: 2.5057373047
epoch time: 8.8657140732s, input_fired_time: 0.1554747373, output_fired_time: 0.0000000000, propagate_forward_time: 8.2678861618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4423532486
validation[          , genome  7103] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       885.75610, best error:       805.87695 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 112.5157165527s, input_fired_time: 1.2553619146, output_fired_time: 1.0204989910, propagate_forward_time: 41.4702568054, propagate_backward_time: 66.2891387939, weight_update_time: 0.1178636327, other_time: 2.4804534912
epoch time: 8.8075504303s, input_fired_time: 0.1542745680, output_fired_time: 0.0000000000, propagate_forward_time: 8.2042827606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489927292
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9761/10000 (97.61%), error:       830.55707, best error:       805.87695 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.0634460449s, input_fired_time: 1.2675930262, output_fired_time: 1.0383243561, propagate_forward_time: 42.3207931519, propagate_backward_time: 67.9173355103, weight_update_time: 0.1200130433, other_time: 2.5194015503
epoch time: 8.3016166687s, input_fired_time: 0.1499046385, output_fired_time: 0.0000000000, propagate_forward_time: 7.7277445793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239678383
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9761/10000 (97.61%), error:       861.23718, best error:       805.87695 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 145.2829895020s, input_fired_time: 1.5639452934, output_fired_time: 1.0944104195, propagate_forward_time: 53.6853637695, propagate_backward_time: 85.5591278076, weight_update_time: 0.1261734068, other_time: 3.3801422119
epoch time: 14.3572063446s, input_fired_time: 0.1774874777, output_fired_time: 0.0000000000, propagate_forward_time: 13.6664934158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132255554
validation[          , genome  7103] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       841.67236, best error:       805.87695 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 170.8197174072s, input_fired_time: 1.8528252840, output_fired_time: 1.6409940720, propagate_forward_time: 64.7488708496, propagate_backward_time: 99.3511962891, weight_update_time: 0.1313083470, other_time: 3.2258300781
epoch time: 13.0201416016s, input_fired_time: 0.4164840281, output_fired_time: 0.0000000000, propagate_forward_time: 12.1241321564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4795255661
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       902.06146, best error:       805.87695 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 170.0387725830s, input_fired_time: 1.6036450863, output_fired_time: 1.1392204762, propagate_forward_time: 61.6295318604, propagate_backward_time: 101.6751403809, weight_update_time: 0.1316289008, other_time: 3.9912414551
epoch time: 12.3873910904s, input_fired_time: 0.1617970169, output_fired_time: 0.0000000000, propagate_forward_time: 11.7594165802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4661779404
validation[          , genome  7103] predictions:    9663/  10000 (96.63%), best:    9761/10000 (97.61%), error:      1135.89807, best error:       805.87695 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 165.0450897217s, input_fired_time: 1.5817476511, output_fired_time: 1.1134623289, propagate_forward_time: 57.7300872803, propagate_backward_time: 100.6875152588, weight_update_time: 0.3788695037, other_time: 3.9322814941
epoch time: 12.0940656662s, input_fired_time: 0.1589665711, output_fired_time: 0.0000000000, propagate_forward_time: 11.2301654816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7049331665
validation[          , genome  7103] predictions:    9756/  10000 (97.56%), best:    9761/10000 (97.61%), error:       833.69702, best error:       805.87695 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 167.7238159180s, input_fired_time: 2.0945887566, output_fired_time: 1.6289161444, propagate_forward_time: 60.8951148987, propagate_backward_time: 99.4137496948, weight_update_time: 0.1293483526, other_time: 3.6914443970
epoch time: 13.7528409958s, input_fired_time: 0.1722112149, output_fired_time: 0.0000000000, propagate_forward_time: 13.0841436386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964857101
validation[          , genome  7103] predictions:    9730/  10000 (97.30%), best:    9761/10000 (97.61%), error:       878.76343, best error:       805.87695 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 148.1409301758s, input_fired_time: 2.2484309673, output_fired_time: 1.7580100298, propagate_forward_time: 55.6907424927, propagate_backward_time: 84.9670028687, weight_update_time: 0.1171191260, other_time: 3.4767456055
epoch time: 14.2449264526s, input_fired_time: 0.1774746478, output_fired_time: 0.0000000000, propagate_forward_time: 13.5568199158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5106315613
validation[          , genome  7103] predictions:    9698/  10000 (96.98%), best:    9761/10000 (97.61%), error:       999.13275, best error:       805.87695 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 146.5177764893s, input_fired_time: 1.2399907112, output_fired_time: 1.2459396124, propagate_forward_time: 53.7297401428, propagate_backward_time: 86.5894317627, weight_update_time: 0.1162728220, other_time: 3.7126770020
epoch time: 12.5881862640s, input_fired_time: 0.1640329659, output_fired_time: 0.0000000000, propagate_forward_time: 11.6980409622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7261123657
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       907.31976, best error:       805.87695 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 150.0791778564s, input_fired_time: 1.5121043921, output_fired_time: 1.5208572149, propagate_forward_time: 58.4165802002, propagate_backward_time: 85.3767089844, weight_update_time: 0.1188712344, other_time: 3.2529296875
epoch time: 15.0557069778s, input_fired_time: 0.1840273589, output_fired_time: 0.0000000000, propagate_forward_time: 14.3439750671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277042389
validation[          , genome  7103] predictions:    9719/  10000 (97.19%), best:    9761/10000 (97.61%), error:       917.09027, best error:       805.87695 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 143.0457153320s, input_fired_time: 1.4797159433, output_fired_time: 1.7290138006, propagate_forward_time: 51.2561988831, propagate_backward_time: 85.6589508057, weight_update_time: 0.1139836460, other_time: 2.9218292236
epoch time: 10.8961048126s, input_fired_time: 0.1482416093, output_fired_time: 0.0000000000, propagate_forward_time: 10.3206624985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272003174
validation[          , genome  7103] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       840.91760, best error:       805.87695 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 142.9023895264s, input_fired_time: 1.9958012104, output_fired_time: 1.7283742428, propagate_forward_time: 52.7074127197, propagate_backward_time: 83.3006820679, weight_update_time: 0.1137998179, other_time: 3.1701126099
epoch time: 12.1989126205s, input_fired_time: 0.1594212651, output_fired_time: 0.0000000000, propagate_forward_time: 11.0792865753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9602050781
validation[          , genome  7103] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       863.33337, best error:       805.87695 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 162.0716094971s, input_fired_time: 1.8196316957, output_fired_time: 1.5983616114, propagate_forward_time: 58.6810150146, propagate_backward_time: 95.8442459106, weight_update_time: 0.1260336637, other_time: 4.1283645630
epoch time: 14.4826250076s, input_fired_time: 0.4263186157, output_fired_time: 0.0000000000, propagate_forward_time: 13.0442228317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0120840073
validation[          , genome  7103] predictions:    9722/  10000 (97.22%), best:    9761/10000 (97.61%), error:       947.61426, best error:       805.87695 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 159.3240356445s, input_fired_time: 1.8071955442, output_fired_time: 1.8295453787, propagate_forward_time: 56.6416358948, propagate_backward_time: 95.4424591064, weight_update_time: 0.1244751215, other_time: 3.6032104492
epoch time: 13.7961339951s, input_fired_time: 0.1726070195, output_fired_time: 0.0000000000, propagate_forward_time: 13.1263799667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4971466064
validation[          , genome  7103] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       789.86078, best error:       789.86078 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 157.2305603027s, input_fired_time: 1.7983052731, output_fired_time: 1.3140560389, propagate_forward_time: 66.1321258545, propagate_backward_time: 84.9089736938, weight_update_time: 0.1230661348, other_time: 3.0770950317
epoch time: 11.2390966415s, input_fired_time: 0.1531430334, output_fired_time: 0.0000000000, propagate_forward_time: 10.1487827301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9371709824
validation[          , genome  7103] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       932.16626, best error:       789.86078 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 162.6226654053s, input_fired_time: 1.5693336725, output_fired_time: 1.5965623856, propagate_forward_time: 58.1294593811, propagate_backward_time: 98.1861343384, weight_update_time: 0.1264734864, other_time: 3.1411819458
epoch time: 14.3778324127s, input_fired_time: 0.1788909137, output_fired_time: 0.0000000000, propagate_forward_time: 13.6828374863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161037445
validation[          , genome  7103] predictions:    9748/  10000 (97.48%), best:    9767/10000 (97.67%), error:       850.61182, best error:       789.86078 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 160.4417724609s, input_fired_time: 1.5631994009, output_fired_time: 1.8333311081, propagate_forward_time: 61.8473320007, propagate_backward_time: 91.5813827515, weight_update_time: 0.1255733669, other_time: 3.6165237427
epoch time: 13.9288349152s, input_fired_time: 0.1742597371, output_fired_time: 0.0000000000, propagate_forward_time: 13.0022249222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7523498535
validation[          , genome  7103] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       847.00110, best error:       789.86078 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 146.3430328369s, input_fired_time: 1.2488923073, output_fired_time: 1.4918307066, propagate_forward_time: 54.6279869080, propagate_backward_time: 85.5091247559, weight_update_time: 0.1170546338, other_time: 3.4651947021
epoch time: 12.9721136093s, input_fired_time: 0.4180538058, output_fired_time: 0.0000000000, propagate_forward_time: 12.0778169632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762430191
validation[          , genome  7103] predictions:    9758/  10000 (97.58%), best:    9767/10000 (97.67%), error:       793.36359, best error:       789.86078 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 147.6329498291s, input_fired_time: 1.7543344498, output_fired_time: 1.0064785480, propagate_forward_time: 54.0636672974, propagate_backward_time: 86.3414001465, weight_update_time: 0.1169778481, other_time: 4.4670639038
epoch time: 10.4045972824s, input_fired_time: 0.3965570033, output_fired_time: 0.0000000000, propagate_forward_time: 9.5895271301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185132980
validation[          , genome  7103] predictions:    9727/  10000 (97.27%), best:    9767/10000 (97.67%), error:       970.03162, best error:       789.86078 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 141.8300018311s, input_fired_time: 1.4771578312, output_fired_time: 1.4696995020, propagate_forward_time: 49.9278335571, propagate_backward_time: 86.2948379517, weight_update_time: 0.1132248566, other_time: 2.6604766846
epoch time: 11.2502717972s, input_fired_time: 0.1533406824, output_fired_time: 0.0000000000, propagate_forward_time: 10.6579504013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4389810562
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       870.19360, best error:       789.86078 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 113.8730850220s, input_fired_time: 1.1918668747, output_fired_time: 0.9238789678, propagate_forward_time: 40.1667556763, propagate_backward_time: 69.0245056152, weight_update_time: 0.1080623269, other_time: 2.5660781860
epoch time: 8.3632936478s, input_fired_time: 0.1518543065, output_fired_time: 0.0000000000, propagate_forward_time: 7.7802658081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4311733246
validation[          , genome  7103] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       809.85645, best error:       789.86078 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 91.6970291138s, input_fired_time: 1.1376792192, output_fired_time: 0.8502103686, propagate_forward_time: 32.7513084412, propagate_backward_time: 54.7703132629, weight_update_time: 0.1009264886, other_time: 2.1875152588
epoch time: 8.3891553879s, input_fired_time: 0.1523857415, output_fired_time: 0.0000000000, propagate_forward_time: 7.8040246964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327449799
validation[          , genome  7103] predictions:    9732/  10000 (97.32%), best:    9767/10000 (97.67%), error:       838.15668, best error:       789.86078 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 87.5242004395s, input_fired_time: 1.1138981581, output_fired_time: 0.8170097470, propagate_forward_time: 31.0909290314, propagate_backward_time: 52.3840522766, weight_update_time: 0.0970449075, other_time: 2.1183128357
epoch time: 7.3689537048s, input_fired_time: 0.1407785267, output_fired_time: 0.0000000000, propagate_forward_time: 6.8278832436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4002919197
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       911.51910, best error:       789.86078 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 90.8187789917s, input_fired_time: 1.1322343349, output_fired_time: 0.8418876529, propagate_forward_time: 32.3924217224, propagate_backward_time: 54.2845802307, weight_update_time: 0.0999874473, other_time: 2.1676559448
epoch time: 7.3499369621s, input_fired_time: 0.1411492676, output_fired_time: 0.0000000000, propagate_forward_time: 6.8098769188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989109993
validation[          , genome  7103] predictions:    9657/  10000 (96.57%), best:    9767/10000 (97.67%), error:      1131.41504, best error:       789.86078 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 97.3357391357s, input_fired_time: 1.1710135937, output_fired_time: 0.8946036100, propagate_forward_time: 35.0799369812, propagate_backward_time: 57.9261817932, weight_update_time: 0.1056184843, other_time: 2.2640075684
epoch time: 6.4248633385s, input_fired_time: 0.1301687062, output_fired_time: 0.0000000000, propagate_forward_time: 5.9261083603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685860634
validation[          , genome  7103] predictions:    9735/  10000 (97.35%), best:    9767/10000 (97.67%), error:       882.04181, best error:       789.86078 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 95.7173614502s, input_fired_time: 1.1641274691, output_fired_time: 0.8838630319, propagate_forward_time: 34.3886642456, propagate_backward_time: 57.0405693054, weight_update_time: 0.1041183397, other_time: 2.2401313782
epoch time: 6.7837486267s, input_fired_time: 0.1351459920, output_fired_time: 0.0000000000, propagate_forward_time: 6.2697448730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788576126
validation[          , genome  7103] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       932.17542, best error:       789.86078 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 93.5424575806s, input_fired_time: 1.1522140503, output_fired_time: 0.8662109971, propagate_forward_time: 33.5373153687, propagate_backward_time: 55.7821159363, weight_update_time: 0.1020703241, other_time: 2.2046012878
epoch time: 7.4995779991s, input_fired_time: 0.1438633949, output_fired_time: 0.0000000000, propagate_forward_time: 6.9531478882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4025669098
validation[          , genome  7103] predictions:    9681/  10000 (96.81%), best:    9767/10000 (97.67%), error:      1020.24432, best error:       789.86078 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 94.2414627075s, input_fired_time: 1.1571242809, output_fired_time: 0.8718141913, propagate_forward_time: 33.9070892334, propagate_backward_time: 56.0929222107, weight_update_time: 0.1027272120, other_time: 2.2125129700
epoch time: 6.4067234993s, input_fired_time: 0.1310473382, output_fired_time: 0.0000000000, propagate_forward_time: 5.9085478783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671283722
validation[          , genome  7103] predictions:    9771/  10000 (97.71%), best:    9767/10000 (97.67%), error:       796.07190, best error:       789.86078 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 88.4348754883s, input_fired_time: 1.1222478151, output_fired_time: 0.8222686052, propagate_forward_time: 31.4204006195, propagate_backward_time: 52.9394721985, weight_update_time: 0.0979757532, other_time: 2.1304893494
epoch time: 6.4046673775s, input_fired_time: 0.1308896691, output_fired_time: 0.0000000000, propagate_forward_time: 5.9075970650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661804199
validation[          , genome  7103] predictions:    9693/  10000 (96.93%), best:    9767/10000 (97.67%), error:       973.19342, best error:       789.86078 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 96.0389862061s, input_fired_time: 1.1659991741, output_fired_time: 0.8844979405, propagate_forward_time: 34.5191040039, propagate_backward_time: 57.2400627136, weight_update_time: 0.1040287241, other_time: 2.2293205261
epoch time: 6.4089441299s, input_fired_time: 0.1313192248, output_fired_time: 0.0000000000, propagate_forward_time: 5.9117598534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658652306
validation[          , genome  7103] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       817.89423, best error:       789.86078 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 98.9368743896s, input_fired_time: 1.1894712448, output_fired_time: 0.9085022807, propagate_forward_time: 35.7559165955, propagate_backward_time: 58.8130416870, weight_update_time: 0.1064269021, other_time: 2.2699470520
epoch time: 8.2313461304s, input_fired_time: 0.1510125846, output_fired_time: 0.0000000000, propagate_forward_time: 7.6572589874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4230747223
validation[          , genome  7103] predictions:    9736/  10000 (97.36%), best:    9767/10000 (97.67%), error:       862.40094, best error:       789.86078 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 96.9226455688s, input_fired_time: 1.1784032583, output_fired_time: 0.8909015656, propagate_forward_time: 34.8944358826, propagate_backward_time: 57.7173538208, weight_update_time: 0.1047567502, other_time: 2.2415504456
epoch time: 6.4114112854s, input_fired_time: 0.1321205050, output_fired_time: 0.0000000000, propagate_forward_time: 5.9121718407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671188354
validation[          , genome  7103] predictions:    9621/  10000 (96.21%), best:    9767/10000 (97.67%), error:      1253.48120, best error:       789.86078 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 85.6436920166s, input_fired_time: 1.1024805307, output_fired_time: 0.8000025153, propagate_forward_time: 30.2783737183, propagate_backward_time: 51.3821487427, weight_update_time: 0.0951874033, other_time: 2.0806884766
epoch time: 6.4050588608s, input_fired_time: 0.1311431080, output_fired_time: 0.0000000000, propagate_forward_time: 5.9073891640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665266037
validation[          , genome  7103] predictions:    9749/  10000 (97.49%), best:    9767/10000 (97.67%), error:       846.10522, best error:       789.86078 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 88.5437545776s, input_fired_time: 1.1227977276, output_fired_time: 0.8242620826, propagate_forward_time: 31.4748115540, propagate_backward_time: 52.9999961853, weight_update_time: 0.0977745652, other_time: 2.1218872070
epoch time: 6.4069271088s, input_fired_time: 0.1322802454, output_fired_time: 0.0000000000, propagate_forward_time: 5.9076542854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669924736
validation[          , genome  7103] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       828.75519, best error:       789.86078 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 91.7752685547s, input_fired_time: 1.1460105181, output_fired_time: 0.8514666557, propagate_forward_time: 32.8301506042, propagate_backward_time: 54.7775459290, weight_update_time: 0.1005040556, other_time: 2.1700973511
epoch time: 6.7656421661s, input_fired_time: 0.1358412355, output_fired_time: 0.0000000000, propagate_forward_time: 6.2512712479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3785295486
validation[          , genome  7103] predictions:    9495/  10000 (94.95%), best:    9767/10000 (97.67%), error:      1630.81714, best error:       789.86078 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 90.7339401245s, input_fired_time: 1.1361724138, output_fired_time: 0.8426561952, propagate_forward_time: 32.3724784851, propagate_backward_time: 54.2378120422, weight_update_time: 0.0993356705, other_time: 2.1448211670
epoch time: 6.7644791603s, input_fired_time: 0.1363250464, output_fired_time: 0.0000000000, propagate_forward_time: 6.2499575615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3781967163
validation[          , genome  7103] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       795.74377, best error:       789.86078 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 86.7986068726s, input_fired_time: 1.1140935421, output_fired_time: 0.8106571436, propagate_forward_time: 30.7528228760, propagate_backward_time: 52.0247306824, weight_update_time: 0.0962759480, other_time: 2.0963096619
epoch time: 6.4045863152s, input_fired_time: 0.1321056336, output_fired_time: 0.0000000000, propagate_forward_time: 5.9068417549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656387329
validation[          , genome  7103] predictions:    9739/  10000 (97.39%), best:    9767/10000 (97.67%), error:       875.97150, best error:       789.86078 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 88.2945175171s, input_fired_time: 1.1234143972, output_fired_time: 0.8212684393, propagate_forward_time: 31.3951759338, propagate_backward_time: 52.8415946960, weight_update_time: 0.0973224267, other_time: 2.1130676270
epoch time: 7.1364607811s, input_fired_time: 0.1402844489, output_fired_time: 0.0000000000, propagate_forward_time: 6.6055202484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906559944
validation[          , genome  7103] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       926.53986, best error:       789.86078 on epoch:    76, 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: 35.1873016357s, input_fired_time: 0.6864440441, output_fired_time: 0.0000000000, propagate_forward_time: 32.5090522766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9918060303
best training[          , genome  7103] predictions:   49603/  50000 (99.21%), best:    9767/10000 (97.67%), error:      1554.67285, best error:       789.86078 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 7.4861016273s, input_fired_time: 0.1397801340, output_fired_time: 0.0000000000, propagate_forward_time: 6.9475445747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3987770081
   testing[          , genome  7103] predictions:    9768/  10000 (97.68%), best:    9767/10000 (97.67%), error:       730.51813, best error:       789.86078 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:10:22 (4936): called boinc_finish(0)

</stderr_txt>
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