Nameexact_genome_1512568488_42_5662_1
Workunit2599539
Created7 Dec 2017, 15:50:09 UTC
Sent7 Dec 2017, 15:55:06 UTC
Report deadline13 Dec 2017, 20:03:26 UTC
Received9 Dec 2017, 10:14:28 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time3 hours 35 min 1 sec
CPU time3 hours 30 min 2 sec
Validate stateValid
Credit1,543.12
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.69 MB
Peak swap size155.12 MB
Peak disk usage2.14 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
.5423088074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5412082672
validation[          , genome  5662] predictions:    9645/  10000 (96.45%), best:    9643/10000 (96.43%), error:      1186.86084, best error:      1172.09546 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.7006912231s, input_fired_time: 1.3271728754, output_fired_time: 1.3832017183, propagate_forward_time: 43.1936950684, propagate_backward_time: 66.7262115479, weight_update_time: 0.1961667687, other_time: 3.0704116821
epoch time: 9.3197231293s, input_fired_time: 0.1621902734, output_fired_time: 0.0000000000, propagate_forward_time: 8.6051864624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523462296
validation[          , genome  5662] predictions:    9614/  10000 (96.14%), best:    9643/10000 (96.43%), error:      1278.41333, best error:      1172.09546 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 114.9992675781s, input_fired_time: 1.3241550922, output_fired_time: 1.3767120838, propagate_forward_time: 42.7796516418, propagate_backward_time: 66.4663848877, weight_update_time: 0.1944250613, other_time: 3.0523681641
epoch time: 9.1036272049s, input_fired_time: 0.1563401967, output_fired_time: 0.0000000000, propagate_forward_time: 8.4160051346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312814713
validation[          , genome  5662] predictions:    9640/  10000 (96.40%), best:    9643/10000 (96.43%), error:      1185.27930, best error:      1172.09546 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.3320693970s, input_fired_time: 1.3060493469, output_fired_time: 1.3651096821, propagate_forward_time: 42.5059814453, propagate_backward_time: 66.1091995239, weight_update_time: 0.1938329935, other_time: 3.0457229614
epoch time: 9.3462057114s, input_fired_time: 0.1620487720, output_fired_time: 0.0000000000, propagate_forward_time: 8.6283426285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5558147430
validation[          , genome  5662] predictions:    9625/  10000 (96.25%), best:    9643/10000 (96.43%), error:      1330.37976, best error:      1172.09546 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.9823913574s, input_fired_time: 1.3173906803, output_fired_time: 1.3791309595, propagate_forward_time: 42.9741821289, propagate_backward_time: 66.2419281006, weight_update_time: 0.1929082572, other_time: 3.0697631836
epoch time: 9.1808738708s, input_fired_time: 0.1576566100, output_fired_time: 0.0000000000, propagate_forward_time: 8.4849758148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382413864
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9669/10000 (96.69%), error:      1097.70776, best error:      1097.70776 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 114.6258239746s, input_fired_time: 1.3153176308, output_fired_time: 1.3765937090, propagate_forward_time: 42.7355346680, propagate_backward_time: 66.1508331299, weight_update_time: 0.1950787604, other_time: 3.0475463867
epoch time: 9.0722255707s, input_fired_time: 0.1581409127, output_fired_time: 0.0000000000, propagate_forward_time: 8.3850889206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5289955139
validation[          , genome  5662] predictions:    9619/  10000 (96.19%), best:    9669/10000 (96.69%), error:      1235.95935, best error:      1097.70776 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.7746810913s, input_fired_time: 1.3183975220, output_fired_time: 1.3758341074, propagate_forward_time: 42.6727180481, propagate_backward_time: 66.3440093994, weight_update_time: 0.1925552487, other_time: 3.0637207031
epoch time: 9.3766117096s, input_fired_time: 0.1625660062, output_fired_time: 0.0000000000, propagate_forward_time: 8.6652660370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5487794876
validation[          , genome  5662] predictions:    9629/  10000 (96.29%), best:    9669/10000 (96.69%), error:      1204.34033, best error:      1097.70776 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.1724548340s, input_fired_time: 1.3101496696, output_fired_time: 1.3687505722, propagate_forward_time: 42.4711456299, propagate_backward_time: 65.9496536255, weight_update_time: 0.1924169660, other_time: 3.0727539063
epoch time: 9.3636493683s, input_fired_time: 0.1674745679, output_fired_time: 0.0000000000, propagate_forward_time: 8.6375751495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5585994720
validation[          , genome  5662] predictions:    9638/  10000 (96.38%), best:    9669/10000 (96.69%), error:      1189.95740, best error:      1097.70776 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 115.3275375366s, input_fired_time: 1.3177735806, output_fired_time: 1.3877292871, propagate_forward_time: 42.8339385986, propagate_backward_time: 66.7344512939, weight_update_time: 0.1943092346, other_time: 3.0536499023
epoch time: 9.2483539581s, input_fired_time: 0.1635013372, output_fired_time: 0.0000000000, propagate_forward_time: 8.5299272537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549249649
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9669/10000 (96.69%), error:      1181.24866, best error:      1097.70776 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 115.8435211182s, input_fired_time: 1.3227711916, output_fired_time: 1.3950216770, propagate_forward_time: 43.1404075623, propagate_backward_time: 66.9221649170, weight_update_time: 0.1957189292, other_time: 3.0631561279
epoch time: 9.2460222244s, input_fired_time: 0.1606059074, output_fired_time: 0.0000000000, propagate_forward_time: 8.5483436584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5370731354
validation[          , genome  5662] predictions:    9636/  10000 (96.36%), best:    9669/10000 (96.69%), error:      1215.66833, best error:      1097.70776 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.8729095459s, input_fired_time: 1.3210796118, output_fired_time: 1.3796482086, propagate_forward_time: 42.8913345337, propagate_backward_time: 66.2361221313, weight_update_time: 0.1934327930, other_time: 3.0447235107
epoch time: 9.2885141373s, input_fired_time: 0.1633998603, output_fired_time: 0.0000000000, propagate_forward_time: 8.5707435608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5543708801
validation[          , genome  5662] predictions:    9601/  10000 (96.01%), best:    9669/10000 (96.69%), error:      1362.01831, best error:      1097.70776 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 114.9959793091s, input_fired_time: 1.3287739754, output_fired_time: 1.3815945387, propagate_forward_time: 42.8233184814, propagate_backward_time: 66.3993606567, weight_update_time: 0.1940342337, other_time: 3.0629348755
epoch time: 9.2573690414s, input_fired_time: 0.1623448282, output_fired_time: 0.0000000000, propagate_forward_time: 8.5548648834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401592255
validation[          , genome  5662] predictions:    9647/  10000 (96.47%), best:    9669/10000 (96.69%), error:      1153.41028, best error:      1097.70776 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 114.4316253662s, input_fired_time: 1.3140656948, output_fired_time: 1.3700851202, propagate_forward_time: 42.6059226990, propagate_backward_time: 66.0890045166, weight_update_time: 0.1931741387, other_time: 3.0525512695
epoch time: 9.1587591171s, input_fired_time: 0.1600702852, output_fired_time: 0.0000000000, propagate_forward_time: 8.4608774185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378112793
validation[          , genome  5662] predictions:    9622/  10000 (96.22%), best:    9669/10000 (96.69%), error:      1251.71826, best error:      1097.70776 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 114.8592224121s, input_fired_time: 1.3168793917, output_fired_time: 1.3826017380, propagate_forward_time: 42.7712593079, propagate_backward_time: 66.3202896118, weight_update_time: 0.1943869293, other_time: 3.0681991577
epoch time: 9.4807720184s, input_fired_time: 0.1696222126, output_fired_time: 0.0000000000, propagate_forward_time: 8.7577171326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534324646
validation[          , genome  5662] predictions:    9616/  10000 (96.16%), best:    9669/10000 (96.69%), error:      1290.84106, best error:      1097.70776 on epoch:    18, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 114.6682434082s, input_fired_time: 1.3190921545, output_fired_time: 1.3823883533, propagate_forward_time: 42.5810775757, propagate_backward_time: 66.3334960938, weight_update_time: 0.1925276667, other_time: 3.0521926880
epoch time: 9.3665676117s, input_fired_time: 0.1646308303, output_fired_time: 0.0000000000, propagate_forward_time: 8.6517066956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5502300262
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9669/10000 (96.69%), error:      1112.49646, best error:      1097.70776 on epoch:    18, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.3495483398s, input_fired_time: 1.3273433447, output_fired_time: 1.3837277889, propagate_forward_time: 42.9265022278, propagate_backward_time: 66.6421890259, weight_update_time: 0.1942404062, other_time: 3.0697860718
epoch time: 9.2379732132s, input_fired_time: 0.1623265147, output_fired_time: 0.0000000000, propagate_forward_time: 8.5295820236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460643768
validation[          , genome  5662] predictions:    9616/  10000 (96.16%), best:    9669/10000 (96.69%), error:      1272.33740, best error:      1097.70776 on epoch:    18, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 114.7994155884s, input_fired_time: 1.3216103315, output_fired_time: 1.3688358068, propagate_forward_time: 42.8708343506, propagate_backward_time: 66.1927566528, weight_update_time: 0.1921933889, other_time: 3.0453796387
epoch time: 9.1832666397s, input_fired_time: 0.1614036262, output_fired_time: 0.0000000000, propagate_forward_time: 8.4740104675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5478525162
validation[          , genome  5662] predictions:    9648/  10000 (96.48%), best:    9669/10000 (96.69%), error:      1223.88525, best error:      1097.70776 on epoch:    18, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.5867996216s, input_fired_time: 1.3236616850, output_fired_time: 1.3770923615, propagate_forward_time: 42.6707916260, propagate_backward_time: 66.1639404297, weight_update_time: 0.1947784722, other_time: 3.0513153076
epoch time: 9.0889148712s, input_fired_time: 0.1595708579, output_fired_time: 0.0000000000, propagate_forward_time: 8.3942613602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350828171
validation[          , genome  5662] predictions:    9642/  10000 (96.42%), best:    9669/10000 (96.69%), error:      1202.56970, best error:      1097.70776 on epoch:    18, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 114.0248184204s, input_fired_time: 1.3114206791, output_fired_time: 1.3699513674, propagate_forward_time: 42.2797126770, propagate_backward_time: 66.0159454346, weight_update_time: 0.1940093488, other_time: 3.0477905273
epoch time: 9.2086286545s, input_fired_time: 0.1607710421, output_fired_time: 0.0000000000, propagate_forward_time: 8.5080375671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5398197174
validation[          , genome  5662] predictions:    9677/  10000 (96.77%), best:    9677/10000 (96.77%), error:      1058.31641, best error:      1058.31641 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.5371704102s, input_fired_time: 1.3322345018, output_fired_time: 1.3831691742, propagate_forward_time: 42.9801330566, propagate_backward_time: 66.7677307129, weight_update_time: 0.1955602765, other_time: 3.0738983154
epoch time: 9.3348512650s, input_fired_time: 0.1640391350, output_fired_time: 0.0000000000, propagate_forward_time: 8.6287240982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5420885086
validation[          , genome  5662] predictions:    9649/  10000 (96.49%), best:    9677/10000 (96.77%), error:      1194.10120, best error:      1058.31641 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.0530319214s, input_fired_time: 1.3272898197, output_fired_time: 1.3816446066, propagate_forward_time: 43.1621704102, propagate_backward_time: 67.1073989868, weight_update_time: 0.1954023093, other_time: 3.0745239258
epoch time: 9.3055381775s, input_fired_time: 0.1634123176, output_fired_time: 0.0000000000, propagate_forward_time: 8.5929765701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491495132
validation[          , genome  5662] predictions:    9625/  10000 (96.25%), best:    9677/10000 (96.77%), error:      1270.89246, best error:      1058.31641 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 115.8263015747s, input_fired_time: 1.3341267109, output_fired_time: 1.3845947981, propagate_forward_time: 43.0976257324, propagate_backward_time: 66.9297409058, weight_update_time: 0.1973036379, other_time: 3.0802078247
epoch time: 9.1059722900s, input_fired_time: 0.1608293653, output_fired_time: 0.0000000000, propagate_forward_time: 8.4061374664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390052795
validation[          , genome  5662] predictions:    9618/  10000 (96.18%), best:    9677/10000 (96.77%), error:      1188.86438, best error:      1058.31641 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.2243957520s, input_fired_time: 1.3254182339, output_fired_time: 1.3813683987, propagate_forward_time: 42.9014968872, propagate_backward_time: 66.5617980957, weight_update_time: 0.1933584213, other_time: 3.0543136597
epoch time: 9.2472324371s, input_fired_time: 0.1622927338, output_fired_time: 0.0000000000, propagate_forward_time: 8.5422744751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5426654816
validation[          , genome  5662] predictions:    9676/  10000 (96.76%), best:    9677/10000 (96.77%), error:      1063.33044, best error:      1058.31641 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 114.3055725098s, input_fired_time: 1.3184578419, output_fired_time: 1.3786122799, propagate_forward_time: 42.4600982666, propagate_backward_time: 66.1093368530, weight_update_time: 0.1913007945, other_time: 3.0390701294
epoch time: 9.0267057419s, input_fired_time: 0.1594889462, output_fired_time: 0.0000000000, propagate_forward_time: 8.3270311356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401859283
validation[          , genome  5662] predictions:    9566/  10000 (95.66%), best:    9677/10000 (96.77%), error:      1406.70874, best error:      1058.31641 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 114.6045837402s, input_fired_time: 1.3225468397, output_fired_time: 1.3645577431, propagate_forward_time: 42.7310333252, propagate_backward_time: 66.1413192749, weight_update_time: 0.1941994280, other_time: 3.0451278687
epoch time: 9.3315382004s, input_fired_time: 0.1642319262, output_fired_time: 0.0000000000, propagate_forward_time: 8.6187295914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5485763550
validation[          , genome  5662] predictions:    9621/  10000 (96.21%), best:    9677/10000 (96.77%), error:      1240.68494, best error:      1058.31641 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.0514221191s, input_fired_time: 1.3313413858, output_fired_time: 1.3798874617, propagate_forward_time: 42.8463859558, propagate_backward_time: 66.4309387207, weight_update_time: 0.1960423887, other_time: 3.0628662109
epoch time: 9.3522987366s, input_fired_time: 0.1650234461, output_fired_time: 0.0000000000, propagate_forward_time: 8.6325426102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547323227
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9677/10000 (96.77%), error:      1076.14026, best error:      1058.31641 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 112.5001373291s, input_fired_time: 1.3083001375, output_fired_time: 1.3477840424, propagate_forward_time: 41.7327728271, propagate_backward_time: 65.0869369507, weight_update_time: 0.1914863437, other_time: 3.0243377686
epoch time: 8.2676649094s, input_fired_time: 0.1485480815, output_fired_time: 0.0000000000, propagate_forward_time: 7.6166706085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024461746
validation[          , genome  5662] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1001.16516, best error:      1001.16516 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 111.9314727783s, input_fired_time: 1.3011559248, output_fired_time: 1.3385577202, propagate_forward_time: 41.6269874573, propagate_backward_time: 64.6703491211, weight_update_time: 0.1877958924, other_time: 2.9944305420
epoch time: 9.2572164536s, input_fired_time: 0.1646116525, output_fired_time: 0.0000000000, propagate_forward_time: 8.5476198196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5449848175
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9704/10000 (97.04%), error:      1078.04309, best error:      1001.16516 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 114.6299209595s, input_fired_time: 1.3203347921, output_fired_time: 1.3756711483, propagate_forward_time: 42.5288772583, propagate_backward_time: 66.3509521484, weight_update_time: 0.1935726702, other_time: 3.0540847778
epoch time: 9.3792486191s, input_fired_time: 0.1622436941, output_fired_time: 0.0000000000, propagate_forward_time: 8.6715536118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5454511642
validation[          , genome  5662] predictions:    9628/  10000 (96.28%), best:    9704/10000 (97.04%), error:      1187.09998, best error:      1001.16516 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 114.9887542725s, input_fired_time: 1.3298639059, output_fired_time: 1.3783673048, propagate_forward_time: 42.8356132507, propagate_backward_time: 66.3985443115, weight_update_time: 0.1952323169, other_time: 3.0463714600
epoch time: 9.3790969849s, input_fired_time: 0.1664204299, output_fired_time: 0.0000000000, propagate_forward_time: 8.6544122696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582647324
validation[          , genome  5662] predictions:    9680/  10000 (96.80%), best:    9704/10000 (97.04%), error:      1048.92896, best error:      1001.16516 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 114.4068908691s, input_fired_time: 1.3273441792, output_fired_time: 1.3763456345, propagate_forward_time: 42.5348892212, propagate_backward_time: 66.0921325684, weight_update_time: 0.1941031516, other_time: 3.0761795044
epoch time: 8.9477300644s, input_fired_time: 0.1584066749, output_fired_time: 0.0000000000, propagate_forward_time: 8.2518043518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5375194550
validation[          , genome  5662] predictions:    9704/  10000 (97.04%), best:    9704/10000 (97.04%), error:      1000.08801, best error:      1000.08801 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 115.0977783203s, input_fired_time: 1.3213702440, output_fired_time: 1.3837342262, propagate_forward_time: 42.8158416748, propagate_backward_time: 66.5273971558, weight_update_time: 0.1939394772, other_time: 3.0494308472
epoch time: 9.5178871155s, input_fired_time: 0.1682255864, output_fired_time: 0.0000000000, propagate_forward_time: 8.7952585220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544033051
validation[          , genome  5662] predictions:    9647/  10000 (96.47%), best:    9704/10000 (97.04%), error:      1198.57214, best error:      1000.08801 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 115.2549133301s, input_fired_time: 1.3372157812, output_fired_time: 1.3914737701, propagate_forward_time: 43.0345344543, propagate_backward_time: 66.4411239624, weight_update_time: 0.1960403025, other_time: 3.0505599976
epoch time: 8.8731164932s, input_fired_time: 0.1587841958, output_fired_time: 0.0000000000, propagate_forward_time: 8.1775102615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5368223190
validation[          , genome  5662] predictions:    9687/  10000 (96.87%), best:    9704/10000 (97.04%), error:      1024.78674, best error:      1000.08801 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 115.2937088013s, input_fired_time: 1.3330219984, output_fired_time: 1.3742964268, propagate_forward_time: 42.9533424377, propagate_backward_time: 66.5761871338, weight_update_time: 0.1940004081, other_time: 3.0568542480
epoch time: 9.1956100464s, input_fired_time: 0.1620460302, output_fired_time: 0.0000000000, propagate_forward_time: 8.4856443405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5479192734
validation[          , genome  5662] predictions:    9686/  10000 (96.86%), best:    9704/10000 (97.04%), error:      1055.36426, best error:      1000.08801 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 115.8008956909s, input_fired_time: 1.3449836969, output_fired_time: 1.3864263296, propagate_forward_time: 43.3127174377, propagate_backward_time: 66.6792297363, weight_update_time: 0.1979928464, other_time: 3.0775299072
epoch time: 9.3473968506s, input_fired_time: 0.1645305604, output_fired_time: 0.0000000000, propagate_forward_time: 8.6389503479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439157486
validation[          , genome  5662] predictions:    9667/  10000 (96.67%), best:    9704/10000 (97.04%), error:      1061.96094, best error:      1000.08801 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 115.3808212280s, input_fired_time: 1.3366731405, output_fired_time: 1.3817394972, propagate_forward_time: 42.9956283569, propagate_backward_time: 66.5937881470, weight_update_time: 0.1951889694, other_time: 3.0729980469
epoch time: 9.0843524933s, input_fired_time: 0.1593193412, output_fired_time: 0.0000000000, propagate_forward_time: 8.3947677612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5302658081
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9704/10000 (97.04%), error:      1025.24634, best error:      1000.08801 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 114.9982604980s, input_fired_time: 1.3352954388, output_fired_time: 1.3815345764, propagate_forward_time: 42.8938789368, propagate_backward_time: 66.3469009399, weight_update_time: 0.1924034655, other_time: 3.0406570435
epoch time: 9.0598325729s, input_fired_time: 0.1644125879, output_fired_time: 0.0000000000, propagate_forward_time: 8.3548917770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405282974
validation[          , genome  5662] predictions:    9694/  10000 (96.94%), best:    9704/10000 (97.04%), error:      1013.74207, best error:      1000.08801 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 113.9273071289s, input_fired_time: 1.3196730614, output_fired_time: 1.3614267111, propagate_forward_time: 42.5835037231, propagate_backward_time: 65.6398925781, weight_update_time: 0.1914507747, other_time: 3.0228118896
epoch time: 9.5376529694s, input_fired_time: 0.1701417267, output_fired_time: 0.0000000000, propagate_forward_time: 8.8135566711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5539541245
validation[          , genome  5662] predictions:    9613/  10000 (96.13%), best:    9704/10000 (97.04%), error:      1280.79700, best error:      1000.08801 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.6871795654s, input_fired_time: 1.3325226307, output_fired_time: 1.3976330757, propagate_forward_time: 43.0781745911, propagate_backward_time: 66.8104400635, weight_update_time: 0.1972770095, other_time: 3.0684051514
epoch time: 9.5648946762s, input_fired_time: 0.1690688580, output_fired_time: 0.0000000000, propagate_forward_time: 8.8266897202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691356659
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9704/10000 (97.04%), error:      1087.43677, best error:      1000.08801 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.6325225830s, input_fired_time: 1.3318922520, output_fired_time: 1.3770463467, propagate_forward_time: 42.5815238953, propagate_backward_time: 66.2713470459, weight_update_time: 0.1938392371, other_time: 3.0707092285
epoch time: 9.3828296661s, input_fired_time: 0.1639888287, output_fired_time: 0.0000000000, propagate_forward_time: 8.6797151566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391254425
validation[          , genome  5662] predictions:    9674/  10000 (96.74%), best:    9704/10000 (97.04%), error:      1066.79102, best error:      1000.08801 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 115.1325836182s, input_fired_time: 1.3330790997, output_fired_time: 1.3783195019, propagate_forward_time: 42.8577499390, propagate_backward_time: 66.4873199463, weight_update_time: 0.1949672401, other_time: 3.0761184692
epoch time: 9.1943321228s, input_fired_time: 0.1679869890, output_fired_time: 0.0000000000, propagate_forward_time: 8.4763660431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5499792099
validation[          , genome  5662] predictions:    9635/  10000 (96.35%), best:    9704/10000 (97.04%), error:      1139.47900, best error:      1000.08801 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 115.2597045898s, input_fired_time: 1.3353996277, output_fired_time: 1.3731244802, propagate_forward_time: 42.9427871704, propagate_backward_time: 66.5655593872, weight_update_time: 0.1970828325, other_time: 3.0428314209
epoch time: 9.2959699631s, input_fired_time: 0.1641393006, output_fired_time: 0.0000000000, propagate_forward_time: 8.5948953629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5369348526
validation[          , genome  5662] predictions:    9665/  10000 (96.65%), best:    9704/10000 (97.04%), error:      1109.27051, best error:      1000.08801 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.3219909668s, input_fired_time: 1.3379865885, output_fired_time: 1.3904242516, propagate_forward_time: 42.9827613831, propagate_backward_time: 66.5502319336, weight_update_time: 0.1925398260, other_time: 3.0605773926
epoch time: 9.1763420105s, input_fired_time: 0.1625223607, output_fired_time: 0.0000000000, propagate_forward_time: 8.4730482101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407714844
validation[          , genome  5662] predictions:    9703/  10000 (97.03%), best:    9703/10000 (97.03%), error:       973.70367, best error:       973.70367 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 114.5717468262s, input_fired_time: 1.3356736898, output_fired_time: 1.3725819588, propagate_forward_time: 42.6581115723, propagate_backward_time: 66.1830978394, weight_update_time: 0.1959201396, other_time: 3.0222854614
epoch time: 9.4558277130s, input_fired_time: 0.1716948897, output_fired_time: 0.0000000000, propagate_forward_time: 8.7247829437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5593500137
validation[          , genome  5662] predictions:    9645/  10000 (96.45%), best:    9703/10000 (97.03%), error:      1160.88745, best error:       973.70367 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 113.4931106567s, input_fired_time: 1.3281935453, output_fired_time: 1.3560411930, propagate_forward_time: 42.3365402222, propagate_backward_time: 65.4427337646, weight_update_time: 0.1922735721, other_time: 3.0296020508
epoch time: 8.8570976257s, input_fired_time: 0.1568641365, output_fired_time: 0.0000000000, propagate_forward_time: 8.1637382507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364952087
validation[          , genome  5662] predictions:    9705/  10000 (97.05%), best:    9705/10000 (97.05%), error:       952.69843, best error:       952.69843 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 115.4416122437s, input_fired_time: 1.3419789076, output_fired_time: 1.3925695419, propagate_forward_time: 42.9226074219, propagate_backward_time: 66.7117156982, weight_update_time: 0.1959801316, other_time: 3.0727386475
epoch time: 9.2944097519s, input_fired_time: 0.1630547941, output_fired_time: 0.0000000000, propagate_forward_time: 8.5856466293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5457086563
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9705/10000 (97.05%), error:       999.89893, best error:       952.69843 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 113.9654769897s, input_fired_time: 1.3255001307, output_fired_time: 1.3641879559, propagate_forward_time: 42.3567657471, propagate_backward_time: 65.8803787231, weight_update_time: 0.1935792118, other_time: 3.0386428833
epoch time: 9.3357009888s, input_fired_time: 0.1632333696, output_fired_time: 0.0000000000, propagate_forward_time: 8.6291713715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432958603
validation[          , genome  5662] predictions:    9606/  10000 (96.06%), best:    9705/10000 (97.05%), error:      1361.38843, best error:       952.69843 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 115.3732757568s, input_fired_time: 1.3439754248, output_fired_time: 1.3905066252, propagate_forward_time: 42.9121513367, propagate_backward_time: 66.6626434326, weight_update_time: 0.1964047998, other_time: 3.0639953613
epoch time: 9.5090742111s, input_fired_time: 0.1696239412, output_fired_time: 0.0000000000, propagate_forward_time: 8.7847843170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546655655
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9705/10000 (97.05%), error:      1097.64795, best error:       952.69843 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 114.5719223022s, input_fired_time: 1.3326767683, output_fired_time: 1.3816701174, propagate_forward_time: 42.8187789917, propagate_backward_time: 65.9881362915, weight_update_time: 0.1940498352, other_time: 3.0506591797
epoch time: 9.4915695190s, input_fired_time: 0.1690091044, output_fired_time: 0.0000000000, propagate_forward_time: 8.7603778839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621824265
validation[          , genome  5662] predictions:    9701/  10000 (97.01%), best:    9705/10000 (97.05%), error:       974.29803, best error:       952.69843 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.8169021606s, input_fired_time: 1.3429839611, output_fired_time: 1.3808519840, propagate_forward_time: 42.7870178223, propagate_backward_time: 66.2389297485, weight_update_time: 0.1933556497, other_time: 3.0671157837
epoch time: 9.1372089386s, input_fired_time: 0.1658915579, output_fired_time: 0.0000000000, propagate_forward_time: 8.4297056198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416116714
validation[          , genome  5662] predictions:    9629/  10000 (96.29%), best:    9705/10000 (97.05%), error:      1223.00269, best error:       952.69843 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 115.6534576416s, input_fired_time: 1.3442302942, output_fired_time: 1.3930062056, propagate_forward_time: 43.0843887329, propagate_backward_time: 66.7702941895, weight_update_time: 0.1968148053, other_time: 3.0615386963
epoch time: 9.2741279602s, input_fired_time: 0.1689152718, output_fired_time: 0.0000000000, propagate_forward_time: 8.5514116287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538015366
validation[          , genome  5662] predictions:    9618/  10000 (96.18%), best:    9705/10000 (97.05%), error:      1187.90234, best error:       952.69843 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 114.9319381714s, input_fired_time: 1.3373743296, output_fired_time: 1.3805568218, propagate_forward_time: 42.8728637695, propagate_backward_time: 66.2987518311, weight_update_time: 0.1912129968, other_time: 3.0423965454
epoch time: 9.1279678345s, input_fired_time: 0.1641606688, output_fired_time: 0.0000000000, propagate_forward_time: 8.4256887436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381183624
validation[          , genome  5662] predictions:    9665/  10000 (96.65%), best:    9705/10000 (97.05%), error:      1099.35742, best error:       952.69843 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.9042129517s, input_fired_time: 1.3457428217, output_fired_time: 1.3766906261, propagate_forward_time: 42.8312988281, propagate_backward_time: 66.3020324707, weight_update_time: 0.1932643950, other_time: 3.0484466553
epoch time: 9.2425460815s, input_fired_time: 0.1679790169, output_fired_time: 0.0000000000, propagate_forward_time: 8.5197353363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548315048
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1132.20581, best error:       952.69843 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 114.9767990112s, input_fired_time: 1.3414599895, output_fired_time: 1.3712143898, propagate_forward_time: 42.7951049805, propagate_backward_time: 66.4007949829, weight_update_time: 0.1937333047, other_time: 3.0682220459
epoch time: 9.4268913269s, input_fired_time: 0.1703620404, output_fired_time: 0.0000000000, propagate_forward_time: 8.6956996918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608291626
validation[          , genome  5662] predictions:    9699/  10000 (96.99%), best:    9705/10000 (97.05%), error:       989.66644, best error:       952.69843 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 115.4741058350s, input_fired_time: 1.3499929905, output_fired_time: 1.3835180998, propagate_forward_time: 43.0896301270, propagate_backward_time: 66.5811004639, weight_update_time: 0.1958011240, other_time: 3.0698699951
epoch time: 9.3438053131s, input_fired_time: 0.1688991636, output_fired_time: 0.0000000000, propagate_forward_time: 8.6281595230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5467462540
validation[          , genome  5662] predictions:    9697/  10000 (96.97%), best:    9705/10000 (97.05%), error:       992.75238, best error:       952.69843 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 114.5651321411s, input_fired_time: 1.3301662207, output_fired_time: 1.3818174601, propagate_forward_time: 42.5637893677, propagate_backward_time: 66.2429351807, weight_update_time: 0.1926710010, other_time: 3.0464172363
epoch time: 8.9408283234s, input_fired_time: 0.1613288671, output_fired_time: 0.0000000000, propagate_forward_time: 8.2421293259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373697281
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:       966.18549, best error:       952.69843 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 114.9165420532s, input_fired_time: 1.3370738029, output_fired_time: 1.3726328611, propagate_forward_time: 42.7991104126, propagate_backward_time: 66.3630523682, weight_update_time: 0.1934772581, other_time: 3.0446701050
epoch time: 9.3480939865s, input_fired_time: 0.1651699394, output_fired_time: 0.0000000000, propagate_forward_time: 8.6464166641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365076065
validation[          , genome  5662] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:       979.51898, best error:       952.69843 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.7187423706s, input_fired_time: 1.3486890793, output_fired_time: 1.3662476540, propagate_forward_time: 42.8504028320, propagate_backward_time: 66.0909347534, weight_update_time: 0.1959758103, other_time: 3.0624694824
epoch time: 9.4084215164s, input_fired_time: 0.1697152406, output_fired_time: 0.0000000000, propagate_forward_time: 8.6891155243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495910645
validation[          , genome  5662] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1108.59583, best error:       952.69843 on epoch:    58, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 113.6776885986s, input_fired_time: 1.3370443583, output_fired_time: 1.3576400280, propagate_forward_time: 42.3940582275, propagate_backward_time: 65.5682830811, weight_update_time: 0.1883799285, other_time: 3.0206604004
epoch time: 9.3301076889s, input_fired_time: 0.1648008674, output_fired_time: 0.0000000000, propagate_forward_time: 8.6230792999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5422277451
validation[          , genome  5662] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       977.16339, best error:       952.69843 on epoch:    58, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 115.6331253052s, input_fired_time: 1.3418921232, output_fired_time: 1.3782773018, propagate_forward_time: 43.0231170654, propagate_backward_time: 66.8300781250, weight_update_time: 0.1978311390, other_time: 3.0597610474
epoch time: 9.3570814133s, input_fired_time: 0.1674714833, output_fired_time: 0.0000000000, propagate_forward_time: 8.6490926743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5405168533
validation[          , genome  5662] predictions:    9662/  10000 (96.62%), best:    9705/10000 (97.05%), error:      1087.83618, best error:       952.69843 on epoch:    58, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.0137710571s, input_fired_time: 1.3445729017, output_fired_time: 1.3702578545, propagate_forward_time: 42.3229713440, propagate_backward_time: 65.9305114746, weight_update_time: 0.1921524256, other_time: 3.0454559326
epoch time: 9.4321098328s, input_fired_time: 0.1685653180, output_fired_time: 0.0000000000, propagate_forward_time: 8.7154884338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5480556488
validation[          , genome  5662] predictions:    9700/  10000 (97.00%), best:    9705/10000 (97.05%), error:      1013.81470, best error:       952.69843 on epoch:    58, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 114.9549713135s, input_fired_time: 1.3469821215, output_fired_time: 1.3843047619, propagate_forward_time: 42.8466529846, propagate_backward_time: 66.3099594116, weight_update_time: 0.1940800995, other_time: 3.0670700073
epoch time: 9.4482269287s, input_fired_time: 0.1682238132, output_fired_time: 0.0000000000, propagate_forward_time: 8.7369232178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430803299
validation[          , genome  5662] predictions:    9659/  10000 (96.59%), best:    9705/10000 (97.05%), error:      1163.00305, best error:       952.69843 on epoch:    58, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 113.9773025513s, input_fired_time: 1.3415650129, output_fired_time: 1.3705210686, propagate_forward_time: 42.4211883545, propagate_backward_time: 65.7798461914, weight_update_time: 0.1952095628, other_time: 3.0641784668
epoch time: 9.4148578644s, input_fired_time: 0.1730331928, output_fired_time: 0.0000000000, propagate_forward_time: 8.6868944168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549306870
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9705/10000 (97.05%), error:      1061.55786, best error:       952.69843 on epoch:    58, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 114.4679489136s, input_fired_time: 1.3414132595, output_fired_time: 1.3677536249, propagate_forward_time: 42.6688995361, propagate_backward_time: 66.0328140259, weight_update_time: 0.1963790208, other_time: 3.0570678711
epoch time: 9.1793861389s, input_fired_time: 0.1657704115, output_fired_time: 0.0000000000, propagate_forward_time: 8.4691314697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5444841385
validation[          , genome  5662] predictions:    9688/  10000 (96.88%), best:    9705/10000 (97.05%), error:      1003.45502, best error:       952.69843 on epoch:    58, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 114.8209838867s, input_fired_time: 1.3503724337, output_fired_time: 1.3748041391, propagate_forward_time: 42.7380485535, propagate_backward_time: 66.2834701538, weight_update_time: 0.1954063326, other_time: 3.0742874146
epoch time: 8.9644565582s, input_fired_time: 0.1619226933, output_fired_time: 0.0000000000, propagate_forward_time: 8.2676353455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5348987579
validation[          , genome  5662] predictions:    9684/  10000 (96.84%), best:    9705/10000 (97.05%), error:       985.43396, best error:       952.69843 on epoch:    58, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 115.4553680420s, input_fired_time: 1.3624264002, output_fired_time: 1.3890860081, propagate_forward_time: 43.0402793884, propagate_backward_time: 66.6051177979, weight_update_time: 0.1966799349, other_time: 3.0584564209
epoch time: 9.3266019821s, input_fired_time: 0.1687630117, output_fired_time: 0.0000000000, propagate_forward_time: 8.6104831696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5473556519
validation[          , genome  5662] predictions:    9658/  10000 (96.58%), best:    9705/10000 (97.05%), error:      1071.89758, best error:       952.69843 on epoch:    58, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 112.2559585571s, input_fired_time: 1.3295137882, output_fired_time: 1.3473826647, propagate_forward_time: 41.8587799072, propagate_backward_time: 64.7233505249, weight_update_time: 0.1889493167, other_time: 2.9969329834
epoch time: 9.4512681961s, input_fired_time: 0.1708365381, output_fired_time: 0.0000000000, propagate_forward_time: 8.7313222885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5491094589
validation[          , genome  5662] predictions:    9651/  10000 (96.51%), best:    9705/10000 (97.05%), error:      1122.03442, best error:       952.69843 on epoch:    58, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.0135803223s, input_fired_time: 1.3620933294, output_fired_time: 1.3936041594, propagate_forward_time: 43.1140823364, propagate_backward_time: 67.0319671631, weight_update_time: 0.1968438178, other_time: 3.1118392944
epoch time: 8.7088603973s, input_fired_time: 0.1607083529, output_fired_time: 0.0000000000, propagate_forward_time: 8.0195865631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5285654068
validation[          , genome  5662] predictions:    9696/  10000 (96.96%), best:    9705/10000 (97.05%), error:       995.26019, best error:       952.69843 on epoch:    58, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.2426452637s, input_fired_time: 1.3550577164, output_fired_time: 1.3820327520, propagate_forward_time: 42.8807563782, propagate_backward_time: 66.5519104004, weight_update_time: 0.1951230466, other_time: 3.0728912354
epoch time: 9.3126573563s, input_fired_time: 0.1720203608, output_fired_time: 0.0000000000, propagate_forward_time: 8.5653476715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752897263
validation[          , genome  5662] predictions:    9649/  10000 (96.49%), best:    9705/10000 (97.05%), error:      1158.06824, best error:       952.69843 on epoch:    58, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 113.3490447998s, input_fired_time: 1.3394078016, output_fired_time: 1.3607296944, propagate_forward_time: 42.2556724548, propagate_backward_time: 65.3681869507, weight_update_time: 0.1912037283, other_time: 3.0250473022
epoch time: 9.2389278412s, input_fired_time: 0.1670587808, output_fired_time: 0.0000000000, propagate_forward_time: 8.5301790237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416898727
validation[          , genome  5662] predictions:    9653/  10000 (96.53%), best:    9705/10000 (97.05%), error:      1123.45642, best error:       952.69843 on epoch:    58, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 115.1637115479s, input_fired_time: 1.3510919809, output_fired_time: 1.3758096695, propagate_forward_time: 42.8599243164, propagate_backward_time: 66.5020294189, weight_update_time: 0.1943227202, other_time: 3.0748596191
epoch time: 9.3895559311s, input_fired_time: 0.1720275134, output_fired_time: 0.0000000000, propagate_forward_time: 8.6603326797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571956635
validation[          , genome  5662] predictions:    9687/  10000 (96.87%), best:    9705/10000 (97.05%), error:      1053.23438, best error:       952.69843 on epoch:    58, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 114.5326766968s, input_fired_time: 1.3407918215, output_fired_time: 1.3716987371, propagate_forward_time: 42.5332183838, propagate_backward_time: 66.2309646606, weight_update_time: 0.1926737428, other_time: 3.0560073853
epoch time: 9.1736249924s, input_fired_time: 0.1641864777, output_fired_time: 0.0000000000, propagate_forward_time: 8.4686117172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408267975
validation[          , genome  5662] predictions:    9707/  10000 (97.07%), best:    9705/10000 (97.05%), error:       956.24841, best error:       952.69843 on epoch:    58, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 115.5110473633s, input_fired_time: 1.3567764759, output_fired_time: 1.3850147724, propagate_forward_time: 42.9511375427, propagate_backward_time: 66.7368392944, weight_update_time: 0.1952340305, other_time: 3.0812759399
epoch time: 9.4904260635s, input_fired_time: 0.1693229973, output_fired_time: 0.0000000000, propagate_forward_time: 8.7570543289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5640487671
validation[          , genome  5662] predictions:    9677/  10000 (96.77%), best:    9705/10000 (97.05%), error:      1024.24841, best error:       952.69843 on epoch:    58, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 114.6538314819s, input_fired_time: 1.3527446985, output_fired_time: 1.3687565327, propagate_forward_time: 42.6948242188, propagate_backward_time: 66.1860198975, weight_update_time: 0.1945647895, other_time: 3.0514831543
epoch time: 9.2113409042s, input_fired_time: 0.1653599739, output_fired_time: 0.0000000000, propagate_forward_time: 8.4887037277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572767258
validation[          , genome  5662] predictions:    9670/  10000 (96.70%), best:    9705/10000 (97.05%), error:      1052.50769, best error:       952.69843 on epoch:    58, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 115.2910156250s, input_fired_time: 1.3576962948, output_fired_time: 1.3846760988, propagate_forward_time: 42.9042587280, propagate_backward_time: 66.5745620728, weight_update_time: 0.1956381649, other_time: 3.0698242188
epoch time: 9.4123992920s, input_fired_time: 0.1706915498, output_fired_time: 0.0000000000, propagate_forward_time: 8.6852626801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564451218
validation[          , genome  5662] predictions:    9694/  10000 (96.94%), best:    9705/10000 (97.05%), error:      1028.11426, best error:       952.69843 on epoch:    58, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 114.5693130493s, input_fired_time: 1.3557368517, output_fired_time: 1.3792566061, propagate_forward_time: 42.6794128418, propagate_backward_time: 66.1000823975, weight_update_time: 0.1939985454, other_time: 3.0548248291
epoch time: 9.2011604309s, input_fired_time: 0.1686975360, output_fired_time: 0.0000000000, propagate_forward_time: 8.4891910553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432720184
validation[          , genome  5662] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       943.68848, best error:       943.68848 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 114.0719909668s, input_fired_time: 1.3482204676, output_fired_time: 1.3634295464, propagate_forward_time: 42.3804054260, propagate_backward_time: 65.9190063477, weight_update_time: 0.1927827597, other_time: 3.0609283447
epoch time: 9.4395122528s, input_fired_time: 0.1694165021, output_fired_time: 0.0000000000, propagate_forward_time: 8.7166566849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534391403
validation[          , genome  5662] predictions:    9695/  10000 (96.95%), best:    9713/10000 (97.13%), error:      1053.76941, best error:       943.68848 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.3933029175s, input_fired_time: 1.3551207781, output_fired_time: 1.3839377165, propagate_forward_time: 43.0734024048, propagate_backward_time: 66.5448532104, weight_update_time: 0.1923113018, other_time: 3.0359954834
epoch time: 9.0933303833s, input_fired_time: 0.1648048460, output_fired_time: 0.0000000000, propagate_forward_time: 8.3902950287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382308960
validation[          , genome  5662] predictions:    9700/  10000 (97.00%), best:    9713/10000 (97.13%), error:       974.34296, best error:       943.68848 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 115.2807235718s, input_fired_time: 1.3599752188, output_fired_time: 1.3875274658, propagate_forward_time: 43.0839653015, propagate_backward_time: 66.3833007813, weight_update_time: 0.1964302957, other_time: 3.0659484863
epoch time: 9.3885440826s, input_fired_time: 0.1718801409, output_fired_time: 0.0000000000, propagate_forward_time: 8.6644220352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522422791
validation[          , genome  5662] predictions:    9634/  10000 (96.34%), best:    9713/10000 (97.13%), error:      1149.61816, best error:       943.68848 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 115.7047271729s, input_fired_time: 1.3631393909, output_fired_time: 1.3825668097, propagate_forward_time: 43.0670471191, propagate_backward_time: 66.8137664795, weight_update_time: 0.1957314909, other_time: 3.0782089233
epoch time: 9.2089271545s, input_fired_time: 0.1693007946, output_fired_time: 0.0000000000, propagate_forward_time: 8.4947595596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5448665619
validation[          , genome  5662] predictions:    9685/  10000 (96.85%), best:    9713/10000 (97.13%), error:       995.13452, best error:       943.68848 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 115.3789978027s, input_fired_time: 1.3540868759, output_fired_time: 1.3915593624, propagate_forward_time: 43.0846519470, propagate_backward_time: 66.4797744751, weight_update_time: 0.1946116984, other_time: 3.0689315796
epoch time: 9.0399875641s, input_fired_time: 0.1657579541, output_fired_time: 0.0000000000, propagate_forward_time: 8.3346481323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395812988
validation[          , genome  5662] predictions:    9669/  10000 (96.69%), best:    9713/10000 (97.13%), error:      1048.60120, best error:       943.68848 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.7235336304s, input_fired_time: 1.3618645668, output_fired_time: 1.3882752657, propagate_forward_time: 43.2585029602, propagate_backward_time: 66.6569595337, weight_update_time: 0.1925949901, other_time: 3.0579299927
epoch time: 9.2978248596s, input_fired_time: 0.1670459360, output_fired_time: 0.0000000000, propagate_forward_time: 8.5702142715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605649948
validation[          , genome  5662] predictions:    9689/  10000 (96.89%), best:    9713/10000 (97.13%), error:       999.27686, best error:       943.68848 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 114.6275177002s, input_fired_time: 1.3635460138, output_fired_time: 1.3707652092, propagate_forward_time: 42.7406539917, propagate_backward_time: 66.0961532593, weight_update_time: 0.1915269792, other_time: 3.0563964844
epoch time: 9.5077724457s, input_fired_time: 0.1728016436, output_fired_time: 0.0000000000, propagate_forward_time: 8.7854642868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5495061874
validation[          , genome  5662] predictions:    9679/  10000 (96.79%), best:    9713/10000 (97.13%), error:      1087.23889, best error:       943.68848 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 114.8811950684s, input_fired_time: 1.3510264158, output_fired_time: 1.3709818125, propagate_forward_time: 42.7596054077, propagate_backward_time: 66.3179626465, weight_update_time: 0.1951868385, other_time: 3.0816192627
epoch time: 9.0222330093s, input_fired_time: 0.1660451591, output_fired_time: 0.0000000000, propagate_forward_time: 8.3219747543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342130661
validation[          , genome  5662] predictions:    9667/  10000 (96.67%), best:    9713/10000 (97.13%), error:      1122.93384, best error:       943.68848 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 114.9563751221s, input_fired_time: 1.3565797806, output_fired_time: 1.3789620399, propagate_forward_time: 42.8325653076, propagate_backward_time: 66.3197631836, weight_update_time: 0.1938150376, other_time: 3.0685043335
epoch time: 9.1935482025s, input_fired_time: 0.1715707183, output_fired_time: 0.0000000000, propagate_forward_time: 8.4835586548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5384187698
validation[          , genome  5662] predictions:    9671/  10000 (96.71%), best:    9713/10000 (97.13%), error:      1043.94800, best error:       943.68848 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.9925460815s, input_fired_time: 1.3579012156, output_fired_time: 1.3847100735, propagate_forward_time: 42.8518791199, propagate_backward_time: 66.3425979614, weight_update_time: 0.1958213151, other_time: 3.0554580688
epoch time: 9.6541080475s, input_fired_time: 0.1742320508, output_fired_time: 0.0000000000, propagate_forward_time: 8.9245948792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552806854
validation[          , genome  5662] predictions:    9673/  10000 (96.73%), best:    9713/10000 (97.13%), error:      1089.57727, best error:       943.68848 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 115.3029174805s, input_fired_time: 1.3596041203, output_fired_time: 1.3899315596, propagate_forward_time: 42.8709983826, propagate_backward_time: 66.5984497070, weight_update_time: 0.1942355335, other_time: 3.0839385986
epoch time: 9.3743362427s, input_fired_time: 0.1707791686, output_fired_time: 0.0000000000, propagate_forward_time: 8.6407098770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5628471375
validation[          , genome  5662] predictions:    9657/  10000 (96.57%), best:    9713/10000 (97.13%), error:      1132.21252, best error:       943.68848 on epoch:    89, 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: 46.4510879517s, input_fired_time: 0.8515625000, output_fired_time: 0.0000000000, propagate_forward_time: 42.7927017212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8068237305
best training[          , genome  5662] predictions:   49485/  50000 (98.97%), best:    9713/10000 (97.13%), error:      2059.35571, best error:       943.68848 on epoch:    89, 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: 9.3037691116s, input_fired_time: 0.1693946123, output_fired_time: 0.0000000000, propagate_forward_time: 8.5725479126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618267059
   testing[          , genome  5662] predictions:    9732/  10000 (97.32%), best:    9713/10000 (97.13%), error:       851.46765, best error:       943.68848 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:14:03 (5772): called boinc_finish(0)

</stderr_txt>
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