Nameexact_genome_1518178202_52_18340_0
Workunit2991756
Created9 Feb 2018, 13:42:24 UTC
Sent9 Feb 2018, 14:16:08 UTC
Report deadline11 Mar 2018, 16:33:59 UTC
Received10 Feb 2018, 3:17:27 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time13 hours 0 min 58 sec
CPU time12 hours 58 min 7 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size180.95 MB
Peak swap size184.21 MB
Peak disk usage7.65 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 440.4685363770s, input_fired_time: 6.7783737183, output_fired_time: 7.2241630554, propagate_forward_time: 167.7015075684, propagate_backward_time: 252.4557342529, weight_update_time: 0.4830290675, other_time: 6.3087615967
epoch time: 36.4440040588s, input_fired_time: 0.8341163397, output_fired_time: 0.0000000000, propagate_forward_time: 34.4771995544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1326866150
validation[          , genome 18340] predictions:    9826/  10000 (98.26%), best:    9857/10000 (98.57%), error:       540.98499, best error:       470.72235 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 420.5579223633s, input_fired_time: 6.5737771988, output_fired_time: 6.9072871208, propagate_forward_time: 160.4087066650, propagate_backward_time: 240.5028228760, weight_update_time: 0.4640991390, other_time: 6.1653137207
epoch time: 34.3609924316s, input_fired_time: 0.7931643724, output_fired_time: 0.0000000000, propagate_forward_time: 32.4536399841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1141891479
validation[          , genome 18340] predictions:    9842/  10000 (98.42%), best:    9857/10000 (98.57%), error:       519.43658, best error:       470.72235 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 413.3641662598s, input_fired_time: 6.4890999794, output_fired_time: 6.7859973907, propagate_forward_time: 157.4214477539, propagate_backward_time: 236.5068054199, weight_update_time: 0.4621971548, other_time: 6.1607971191
epoch time: 33.9830017090s, input_fired_time: 0.7920485735, output_fired_time: 0.0000000000, propagate_forward_time: 32.0837249756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1072273254
validation[          , genome 18340] predictions:    9840/  10000 (98.40%), best:    9857/10000 (98.57%), error:       535.60620, best error:       470.72235 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 421.2182617188s, input_fired_time: 6.5747652054, output_fired_time: 6.9166407585, propagate_forward_time: 160.2474670410, propagate_backward_time: 241.2752227783, weight_update_time: 0.4701291919, other_time: 6.2041778564
epoch time: 34.2287979126s, input_fired_time: 0.7991577387, output_fired_time: 0.0000000000, propagate_forward_time: 32.3224105835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1072311401
validation[          , genome 18340] predictions:    9849/  10000 (98.49%), best:    9857/10000 (98.57%), error:       485.98563, best error:       470.72235 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 421.7223205566s, input_fired_time: 6.6373100281, output_fired_time: 7.0018634796, propagate_forward_time: 160.8525085449, propagate_backward_time: 241.0039978027, weight_update_time: 0.4669427276, other_time: 6.2266540527
epoch time: 35.4430274963s, input_fired_time: 0.8236397505, output_fired_time: 0.0000000000, propagate_forward_time: 33.4831771851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1362113953
validation[          , genome 18340] predictions:    9834/  10000 (98.34%), best:    9857/10000 (98.57%), error:       533.10687, best error:       470.72235 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 420.0256347656s, input_fired_time: 6.5925922394, output_fired_time: 6.9157090187, propagate_forward_time: 159.8291168213, propagate_backward_time: 240.4023590088, weight_update_time: 0.4715545774, other_time: 6.2858581543
epoch time: 35.3503952026s, input_fired_time: 0.8213613033, output_fired_time: 0.0000000000, propagate_forward_time: 33.3989372253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1300964355
validation[          , genome 18340] predictions:    9844/  10000 (98.44%), best:    9857/10000 (98.57%), error:       500.82175, best error:       470.72235 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 425.7514953613s, input_fired_time: 6.6819653511, output_fired_time: 7.0539717674, propagate_forward_time: 162.2961425781, propagate_backward_time: 243.4394073486, weight_update_time: 0.4729592800, other_time: 6.2799835205
epoch time: 35.4053955078s, input_fired_time: 0.8257722259, output_fired_time: 0.0000000000, propagate_forward_time: 33.4474449158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1321792603
validation[          , genome 18340] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       470.57681, best error:       470.57681 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 425.1063232422s, input_fired_time: 6.6445798874, output_fired_time: 7.0451912880, propagate_forward_time: 161.4979400635, propagate_backward_time: 243.5963287354, weight_update_time: 0.4739576876, other_time: 6.3222656250
epoch time: 35.6631240845s, input_fired_time: 0.8296738267, output_fired_time: 0.0000000000, propagate_forward_time: 33.6887474060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1447029114
validation[          , genome 18340] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       425.10263, best error:       425.10263 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 424.2799682617s, input_fired_time: 6.6616773605, output_fired_time: 6.9481511116, propagate_forward_time: 161.6708831787, propagate_backward_time: 242.7279968262, weight_update_time: 0.4725037813, other_time: 6.2712554932
epoch time: 34.8309707642s, input_fired_time: 0.8131499290, output_fired_time: 0.0000000000, propagate_forward_time: 32.8988265991, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1189956665
validation[          , genome 18340] predictions:    9856/  10000 (98.56%), best:    9872/10000 (98.72%), error:       459.71790, best error:       425.10263 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 423.6158142090s, input_fired_time: 6.6420116425, output_fired_time: 7.0415596962, propagate_forward_time: 161.0139312744, propagate_backward_time: 242.6444244385, weight_update_time: 0.4732734263, other_time: 6.2738952637
epoch time: 34.6746215820s, input_fired_time: 0.8085361719, output_fired_time: 0.0000000000, propagate_forward_time: 32.7543601990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1117248535
validation[          , genome 18340] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       394.04361, best error:       394.04361 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 421.6059265137s, input_fired_time: 6.6032466888, output_fired_time: 6.9422817230, propagate_forward_time: 159.9549713135, propagate_backward_time: 241.8352813721, weight_update_time: 0.4725407362, other_time: 6.2701416016
epoch time: 34.6811676025s, input_fired_time: 0.8127133846, output_fired_time: 0.0000000000, propagate_forward_time: 32.7504005432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1180534363
validation[          , genome 18340] predictions:    9851/  10000 (98.51%), best:    9877/10000 (98.77%), error:       483.30792, best error:       394.04361 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 426.5177612305s, input_fired_time: 6.6888704300, output_fired_time: 7.0089507103, propagate_forward_time: 162.8163299561, propagate_backward_time: 243.6772460938, weight_update_time: 0.4776829779, other_time: 6.3263702393
epoch time: 34.4727439880s, input_fired_time: 0.8149517179, output_fired_time: 0.0000000000, propagate_forward_time: 32.5381126404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1196784973
validation[          , genome 18340] predictions:    9841/  10000 (98.41%), best:    9877/10000 (98.77%), error:       529.82788, best error:       394.04361 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 424.2678222656s, input_fired_time: 6.6593465805, output_fired_time: 6.9162244797, propagate_forward_time: 161.7458190918, propagate_backward_time: 242.6668548584, weight_update_time: 0.4726820290, other_time: 6.2795867920
epoch time: 35.2243423462s, input_fired_time: 0.8194906712, output_fired_time: 0.0000000000, propagate_forward_time: 33.2941284180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1107215881
validation[          , genome 18340] predictions:    9856/  10000 (98.56%), best:    9877/10000 (98.77%), error:       466.51929, best error:       394.04361 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 422.4157409668s, input_fired_time: 6.6148247719, output_fired_time: 6.9650998116, propagate_forward_time: 160.2787475586, propagate_backward_time: 242.2817840576, weight_update_time: 0.4692908227, other_time: 6.2752838135
epoch time: 35.3176155090s, input_fired_time: 0.8243936896, output_fired_time: 0.0000000000, propagate_forward_time: 33.3649482727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1282730103
validation[          , genome 18340] predictions:    9879/  10000 (98.79%), best:    9877/10000 (98.77%), error:       395.29352, best error:       394.04361 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 422.9364929199s, input_fired_time: 6.6149616241, output_fired_time: 6.9670152664, propagate_forward_time: 160.5762329102, propagate_backward_time: 242.4916076660, weight_update_time: 0.4722441733, other_time: 6.2866821289
epoch time: 35.5918045044s, input_fired_time: 0.8247951269, output_fired_time: 0.0000000000, propagate_forward_time: 33.6242752075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1427345276
validation[          , genome 18340] predictions:    9878/  10000 (98.78%), best:    9877/10000 (98.77%), error:       418.71356, best error:       394.04361 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 423.2303771973s, input_fired_time: 6.6307215691, output_fired_time: 6.9808144569, propagate_forward_time: 160.7963714600, propagate_backward_time: 242.5140686035, weight_update_time: 0.4746622741, other_time: 6.3084259033
epoch time: 36.0059967041s, input_fired_time: 0.8381152749, output_fired_time: 0.0000000000, propagate_forward_time: 34.0343780518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1335029602
validation[          , genome 18340] predictions:    9844/  10000 (98.44%), best:    9877/10000 (98.77%), error:       482.88974, best error:       394.04361 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 419.5024108887s, input_fired_time: 6.5878925323, output_fired_time: 6.8915405273, propagate_forward_time: 159.1828918457, propagate_backward_time: 240.5595550537, weight_update_time: 0.4724446833, other_time: 6.2805328369
epoch time: 35.4194030762s, input_fired_time: 0.8264972568, output_fired_time: 0.0000000000, propagate_forward_time: 33.4583282471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1345787048
validation[          , genome 18340] predictions:    9873/  10000 (98.73%), best:    9877/10000 (98.77%), error:       413.70609, best error:       394.04361 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 425.9069213867s, input_fired_time: 6.6640696526, output_fired_time: 7.0349750519, propagate_forward_time: 161.6331481934, propagate_backward_time: 244.2844848633, weight_update_time: 0.4721198380, other_time: 6.2902526855
epoch time: 35.1293029785s, input_fired_time: 0.8248787522, output_fired_time: 0.0000000000, propagate_forward_time: 33.1781501770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1262741089
validation[          , genome 18340] predictions:    9881/  10000 (98.81%), best:    9881/10000 (98.81%), error:       361.47305, best error:       361.47305 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 423.5781860352s, input_fired_time: 6.6745595932, output_fired_time: 7.0006284714, propagate_forward_time: 161.4111938477, propagate_backward_time: 242.1951599121, weight_update_time: 0.4727830291, other_time: 6.2966308594
epoch time: 35.0720634460s, input_fired_time: 0.8152409196, output_fired_time: 0.0000000000, propagate_forward_time: 33.1359863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1208343506
validation[          , genome 18340] predictions:    9883/  10000 (98.83%), best:    9881/10000 (98.81%), error:       383.30231, best error:       361.47305 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 425.4324645996s, input_fired_time: 6.6635732651, output_fired_time: 7.0371217728, propagate_forward_time: 161.5652465820, propagate_backward_time: 243.8549194336, weight_update_time: 0.4778716564, other_time: 6.3116149902
epoch time: 35.0976371765s, input_fired_time: 0.8194550276, output_fired_time: 0.0000000000, propagate_forward_time: 33.1553878784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1227951050
validation[          , genome 18340] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       428.42517, best error:       361.47305 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 421.3694763184s, input_fired_time: 6.6309351921, output_fired_time: 6.9573669434, propagate_forward_time: 160.7084350586, propagate_backward_time: 240.8181915283, weight_update_time: 0.4688122272, other_time: 6.2545623779
epoch time: 35.5082626343s, input_fired_time: 0.8283314109, output_fired_time: 0.0000000000, propagate_forward_time: 33.5520095825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1279220581
validation[          , genome 18340] predictions:    9869/  10000 (98.69%), best:    9881/10000 (98.81%), error:       434.91003, best error:       361.47305 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 422.5335998535s, input_fired_time: 6.6269550323, output_fired_time: 7.0454969406, propagate_forward_time: 159.8351440430, propagate_backward_time: 242.7301025391, weight_update_time: 0.4750986993, other_time: 6.2958984375
epoch time: 36.0987930298s, input_fired_time: 0.8412954807, output_fired_time: 0.0000000000, propagate_forward_time: 34.1235160828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1339797974
validation[          , genome 18340] predictions:    9879/  10000 (98.79%), best:    9881/10000 (98.81%), error:       380.97250, best error:       361.47305 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 425.7067871094s, input_fired_time: 6.6680765152, output_fired_time: 7.0132513046, propagate_forward_time: 162.0146636963, propagate_backward_time: 243.7087097168, weight_update_time: 0.4742917120, other_time: 6.3020782471
epoch time: 35.4374961853s, input_fired_time: 0.8261705637, output_fired_time: 0.0000000000, propagate_forward_time: 33.4906921387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1206321716
validation[          , genome 18340] predictions:    9864/  10000 (98.64%), best:    9881/10000 (98.81%), error:       445.92206, best error:       361.47305 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 425.3261413574s, input_fired_time: 6.6546955109, output_fired_time: 7.0315341949, propagate_forward_time: 161.0176239014, propagate_backward_time: 244.3360748291, weight_update_time: 0.4723949134, other_time: 6.2862243652
epoch time: 34.5568733215s, input_fired_time: 0.8069484830, output_fired_time: 0.0000000000, propagate_forward_time: 32.6297340393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1201896667
validation[          , genome 18340] predictions:    9847/  10000 (98.47%), best:    9881/10000 (98.81%), error:       485.50381, best error:       361.47305 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 425.7810974121s, input_fired_time: 6.6723737717, output_fired_time: 6.9871373177, propagate_forward_time: 161.7115020752, propagate_backward_time: 244.0976715088, weight_update_time: 0.4769557416, other_time: 6.3124084473
epoch time: 35.3458137512s, input_fired_time: 0.8279520869, output_fired_time: 0.0000000000, propagate_forward_time: 33.3942794800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1235809326
validation[          , genome 18340] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       402.86511, best error:       361.47305 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 423.0220336914s, input_fired_time: 6.6591615677, output_fired_time: 6.9595813751, propagate_forward_time: 160.9461669922, propagate_backward_time: 242.1485900879, weight_update_time: 0.4766621590, other_time: 6.3085327148
epoch time: 34.6406135559s, input_fired_time: 0.8146892190, output_fired_time: 0.0000000000, propagate_forward_time: 32.7108345032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1150894165
validation[          , genome 18340] predictions:    9879/  10000 (98.79%), best:    9881/10000 (98.81%), error:       417.71115, best error:       361.47305 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 420.6893615723s, input_fired_time: 6.6083431244, output_fired_time: 6.8874912262, propagate_forward_time: 159.8045654297, propagate_backward_time: 241.1147308350, weight_update_time: 0.4720102251, other_time: 6.2742462158
epoch time: 34.7649726868s, input_fired_time: 0.8173035979, output_fired_time: 0.0000000000, propagate_forward_time: 32.8344917297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1131782532
validation[          , genome 18340] predictions:    9865/  10000 (98.65%), best:    9881/10000 (98.81%), error:       447.39999, best error:       361.47305 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 424.0617675781s, input_fired_time: 6.6558413506, output_fired_time: 7.0122675896, propagate_forward_time: 161.5013275146, propagate_backward_time: 242.6153717041, weight_update_time: 0.4710778594, other_time: 6.2769470215
epoch time: 35.0485382080s, input_fired_time: 0.8186462522, output_fired_time: 0.0000000000, propagate_forward_time: 33.1041183472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1257743835
validation[          , genome 18340] predictions:    9871/  10000 (98.71%), best:    9881/10000 (98.81%), error:       424.04385, best error:       361.47305 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 416.7263793945s, input_fired_time: 6.5708870888, output_fired_time: 6.8714418411, propagate_forward_time: 158.5139923096, propagate_backward_time: 238.5259246826, weight_update_time: 0.4681426585, other_time: 6.2441406250
epoch time: 35.7584342957s, input_fired_time: 0.8323400021, output_fired_time: 0.0000000000, propagate_forward_time: 33.8010025024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1250915527
validation[          , genome 18340] predictions:    9882/  10000 (98.82%), best:    9881/10000 (98.81%), error:       407.76880, best error:       361.47305 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 423.3150939941s, input_fired_time: 6.6760849953, output_fired_time: 6.9830832481, propagate_forward_time: 161.8856964111, propagate_backward_time: 241.4781341553, weight_update_time: 0.4738197923, other_time: 6.2920837402
epoch time: 36.1934165955s, input_fired_time: 0.8416767716, output_fired_time: 0.0000000000, propagate_forward_time: 34.1991386414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1525993347
validation[          , genome 18340] predictions:    9873/  10000 (98.73%), best:    9881/10000 (98.81%), error:       405.79861, best error:       361.47305 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 423.9474182129s, input_fired_time: 6.6753473282, output_fired_time: 6.9752421379, propagate_forward_time: 161.7660217285, propagate_backward_time: 242.2581176758, weight_update_time: 0.4713507295, other_time: 6.2726745605
epoch time: 34.5686492920s, input_fired_time: 0.8167395592, output_fired_time: 0.0000000000, propagate_forward_time: 32.6372871399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1146240234
validation[          , genome 18340] predictions:    9905/  10000 (99.05%), best:    9905/10000 (99.05%), error:       350.14685, best error:       350.14685 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 422.8078613281s, input_fired_time: 6.6490807533, output_fired_time: 6.9207234383, propagate_forward_time: 160.7582550049, propagate_backward_time: 242.2158508301, weight_update_time: 0.4719303548, other_time: 6.2639617920
epoch time: 35.2246780396s, input_fired_time: 0.8239281178, output_fired_time: 0.0000000000, propagate_forward_time: 33.2820816040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1186676025
validation[          , genome 18340] predictions:    9892/  10000 (98.92%), best:    9905/10000 (99.05%), error:       377.61963, best error:       350.14685 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 423.8168640137s, input_fired_time: 6.6701736450, output_fired_time: 6.9867920876, propagate_forward_time: 161.8763885498, propagate_backward_time: 241.9878082275, weight_update_time: 0.4738160670, other_time: 6.2957153320
epoch time: 35.0920333862s, input_fired_time: 0.8194954991, output_fired_time: 0.0000000000, propagate_forward_time: 33.1520156860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1205215454
validation[          , genome 18340] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       329.11807, best error:       329.11807 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 424.7775573730s, input_fired_time: 6.6889309883, output_fired_time: 7.0236201286, propagate_forward_time: 162.2635192871, propagate_backward_time: 242.5125122070, weight_update_time: 0.4719933271, other_time: 6.2889709473
epoch time: 34.9054527283s, input_fired_time: 0.8213075399, output_fired_time: 0.0000000000, propagate_forward_time: 32.9485549927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1355895996
validation[          , genome 18340] predictions:    9903/  10000 (99.03%), best:    9900/10000 (99.00%), error:       341.75961, best error:       329.11807 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 423.6094055176s, input_fired_time: 6.6531605721, output_fired_time: 7.0268945694, propagate_forward_time: 160.4201812744, propagate_backward_time: 243.2309417725, weight_update_time: 0.4718317688, other_time: 6.2782287598
epoch time: 35.0474929810s, input_fired_time: 0.8244599700, output_fired_time: 0.0000000000, propagate_forward_time: 33.0952224731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1278114319
validation[          , genome 18340] predictions:    9883/  10000 (98.83%), best:    9900/10000 (99.00%), error:       391.05551, best error:       329.11807 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 424.3764648438s, input_fired_time: 6.6931028366, output_fired_time: 7.0338921547, propagate_forward_time: 161.6601867676, propagate_backward_time: 242.7049865723, weight_update_time: 0.4724136591, other_time: 6.2842712402
epoch time: 35.7582855225s, input_fired_time: 0.8342822194, output_fired_time: 0.0000000000, propagate_forward_time: 33.7976837158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1263198853
validation[          , genome 18340] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       353.22360, best error:       329.11807 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 421.4080810547s, input_fired_time: 6.6270346642, output_fired_time: 6.9591813087, propagate_forward_time: 159.9162750244, propagate_backward_time: 241.6372985840, weight_update_time: 0.4713819623, other_time: 6.2682952881
epoch time: 35.5917320251s, input_fired_time: 0.8312965035, output_fired_time: 0.0000000000, propagate_forward_time: 33.6356735229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1247634888
validation[          , genome 18340] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       354.99686, best error:       329.11807 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 424.5250854492s, input_fired_time: 6.6597695351, output_fired_time: 7.0091681480, propagate_forward_time: 161.0750885010, propagate_backward_time: 243.5256805420, weight_update_time: 0.4730001986, other_time: 6.2554016113
epoch time: 34.6905822754s, input_fired_time: 0.8184216619, output_fired_time: 0.0000000000, propagate_forward_time: 32.7543945313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1177673340
validation[          , genome 18340] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       357.39047, best error:       329.11807 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 423.7023315430s, input_fired_time: 6.6832695007, output_fired_time: 7.0014719963, propagate_forward_time: 161.8142700195, propagate_backward_time: 241.9485931396, weight_update_time: 0.4716471434, other_time: 6.2547454834
epoch time: 35.0080032349s, input_fired_time: 0.8172668815, output_fired_time: 0.0000000000, propagate_forward_time: 33.0716819763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1190528870
validation[          , genome 18340] predictions:    9858/  10000 (98.58%), best:    9900/10000 (99.00%), error:       473.18118, best error:       329.11807 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 423.6518249512s, input_fired_time: 6.6624135971, output_fired_time: 7.0069222450, propagate_forward_time: 161.2364196777, propagate_backward_time: 242.4745788574, weight_update_time: 0.4751194119, other_time: 6.2714843750
epoch time: 35.8771705627s, input_fired_time: 0.8357086778, output_fired_time: 0.0000000000, propagate_forward_time: 33.9104537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1310081482
validation[          , genome 18340] predictions:    9870/  10000 (98.70%), best:    9900/10000 (99.00%), error:       410.32416, best error:       329.11807 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 427.0436401367s, input_fired_time: 6.7121596336, output_fired_time: 7.0181403160, propagate_forward_time: 162.8837585449, propagate_backward_time: 244.1652221680, weight_update_time: 0.4733345807, other_time: 6.2643737793
epoch time: 35.8912200928s, input_fired_time: 0.8323100805, output_fired_time: 0.0000000000, propagate_forward_time: 33.9315567017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1273536682
validation[          , genome 18340] predictions:    9882/  10000 (98.82%), best:    9900/10000 (99.00%), error:       374.20554, best error:       329.11807 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 424.2650146484s, input_fired_time: 6.6547012329, output_fired_time: 7.0324783325, propagate_forward_time: 161.1822357178, propagate_backward_time: 243.1421813965, weight_update_time: 0.4715701938, other_time: 6.2534332275
epoch time: 35.4300193787s, input_fired_time: 0.8296499252, output_fired_time: 0.0000000000, propagate_forward_time: 33.4840278625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1163406372
validation[          , genome 18340] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       348.79730, best error:       329.11807 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 424.3078308105s, input_fired_time: 6.6691322327, output_fired_time: 7.0030140877, propagate_forward_time: 161.5952911377, propagate_backward_time: 242.7741546631, weight_update_time: 0.4741618335, other_time: 6.2662353516
epoch time: 35.1884613037s, input_fired_time: 0.8260578513, output_fired_time: 0.0000000000, propagate_forward_time: 33.2387084961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1236953735
validation[          , genome 18340] predictions:    9871/  10000 (98.71%), best:    9900/10000 (99.00%), error:       414.87332, best error:       329.11807 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 422.4514160156s, input_fired_time: 6.6589231491, output_fired_time: 6.9462141991, propagate_forward_time: 161.3844299316, propagate_backward_time: 241.2065277100, weight_update_time: 0.4722031653, other_time: 6.2552947998
epoch time: 35.8307342529s, input_fired_time: 0.8356064558, output_fired_time: 0.0000000000, propagate_forward_time: 33.8659439087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1291847229
validation[          , genome 18340] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       360.20532, best error:       329.11807 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 419.5115051270s, input_fired_time: 6.6316628456, output_fired_time: 6.9239015579, propagate_forward_time: 160.0314636230, propagate_backward_time: 239.6673889160, weight_update_time: 0.4690561593, other_time: 6.2571105957
epoch time: 33.3791275024s, input_fired_time: 0.7940504551, output_fired_time: 0.0000000000, propagate_forward_time: 31.4868659973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0982093811
validation[          , genome 18340] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       391.60675, best error:       329.11807 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 426.2960510254s, input_fired_time: 6.7347278595, output_fired_time: 7.0124363899, propagate_forward_time: 162.5363159180, propagate_backward_time: 243.7404479980, weight_update_time: 0.4709444642, other_time: 6.2720947266
epoch time: 35.7562446594s, input_fired_time: 0.8369697928, output_fired_time: 0.0000000000, propagate_forward_time: 33.7911453247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1281280518
validation[          , genome 18340] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       373.55820, best error:       329.11807 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 423.9745788574s, input_fired_time: 6.6777915955, output_fired_time: 6.9944605827, propagate_forward_time: 161.3620300293, propagate_backward_time: 242.6518707275, weight_update_time: 0.4735310078, other_time: 6.2884368896
epoch time: 35.2942886353s, input_fired_time: 0.8298346996, output_fired_time: 0.0000000000, propagate_forward_time: 33.3377723694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1266822815
validation[          , genome 18340] predictions:    9889/  10000 (98.89%), best:    9900/10000 (99.00%), error:       362.37469, best error:       329.11807 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 421.1675109863s, input_fired_time: 6.6481208801, output_fired_time: 6.9774732590, propagate_forward_time: 160.4963073730, propagate_backward_time: 240.8051757813, weight_update_time: 0.4697962403, other_time: 6.2404174805
epoch time: 35.9203186035s, input_fired_time: 0.8408099413, output_fired_time: 0.0000000000, propagate_forward_time: 33.9491081238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1304016113
validation[          , genome 18340] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       355.30951, best error:       329.11807 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 415.4750671387s, input_fired_time: 6.5951156616, output_fired_time: 6.8371496201, propagate_forward_time: 158.5078125000, propagate_backward_time: 237.3006896973, weight_update_time: 0.4692786336, other_time: 6.2342834473
epoch time: 35.0880928040s, input_fired_time: 0.8236699700, output_fired_time: 0.0000000000, propagate_forward_time: 33.1511230469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1133003235
validation[          , genome 18340] predictions:    9906/  10000 (99.06%), best:    9900/10000 (99.00%), error:       336.83276, best error:       329.11807 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 414.6314697266s, input_fired_time: 6.5983662605, output_fired_time: 6.8378920555, propagate_forward_time: 158.0619812012, propagate_backward_time: 236.9154510498, weight_update_time: 0.4638121724, other_time: 6.2177886963
epoch time: 33.3317451477s, input_fired_time: 0.7932290435, output_fired_time: 0.0000000000, propagate_forward_time: 31.4399471283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0985698700
validation[          , genome 18340] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       348.40173, best error:       329.11807 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 419.1179809570s, input_fired_time: 6.6357159615, output_fired_time: 6.9038076401, propagate_forward_time: 159.5328521729, propagate_backward_time: 239.8034057617, weight_update_time: 0.4696981311, other_time: 6.2422027588
epoch time: 35.0474700928s, input_fired_time: 0.8224684596, output_fired_time: 0.0000000000, propagate_forward_time: 33.1062583923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1187438965
validation[          , genome 18340] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       404.74158, best error:       329.11807 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 420.7801818848s, input_fired_time: 6.6835613251, output_fired_time: 6.9780964851, propagate_forward_time: 160.6037597656, propagate_backward_time: 240.2433319092, weight_update_time: 0.4699819386, other_time: 6.2714385986
epoch time: 35.7357673645s, input_fired_time: 0.8382753134, output_fired_time: 0.0000000000, propagate_forward_time: 33.7607574463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1367340088
validation[          , genome 18340] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       390.99640, best error:       329.11807 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 425.7185974121s, input_fired_time: 6.7068896294, output_fired_time: 6.9810967445, propagate_forward_time: 161.9623107910, propagate_backward_time: 243.7288360596, weight_update_time: 0.4785865247, other_time: 6.3394622803
epoch time: 35.5312919617s, input_fired_time: 0.8357931972, output_fired_time: 0.0000000000, propagate_forward_time: 33.5606193542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1348800659
validation[          , genome 18340] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       385.41696, best error:       329.11807 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 424.9480590820s, input_fired_time: 6.7045021057, output_fired_time: 7.0317296982, propagate_forward_time: 162.2143096924, propagate_backward_time: 242.6949920654, weight_update_time: 0.4743742943, other_time: 6.3025207520
epoch time: 35.5256271362s, input_fired_time: 0.8347707391, output_fired_time: 0.0000000000, propagate_forward_time: 33.5600738525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1307830811
validation[          , genome 18340] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       384.42136, best error:       329.11807 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 426.6101074219s, input_fired_time: 6.7497334480, output_fired_time: 7.0429224968, propagate_forward_time: 162.6863098145, propagate_backward_time: 243.7934570313, weight_update_time: 0.4773766100, other_time: 6.3377075195
epoch time: 35.2834892273s, input_fired_time: 0.8276576400, output_fired_time: 0.0000000000, propagate_forward_time: 33.3261947632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1296386719
validation[          , genome 18340] predictions:    9886/  10000 (98.86%), best:    9900/10000 (99.00%), error:       393.36057, best error:       329.11807 on epoch:    47, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 421.0439453125s, input_fired_time: 6.6625556946, output_fired_time: 6.9582276344, propagate_forward_time: 160.5497283936, propagate_backward_time: 240.5889892578, weight_update_time: 0.4715258181, other_time: 6.2844390869
epoch time: 34.9590110779s, input_fired_time: 0.8241783381, output_fired_time: 0.0000000000, propagate_forward_time: 33.0070915222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1277427673
validation[          , genome 18340] predictions:    9881/  10000 (98.81%), best:    9900/10000 (99.00%), error:       379.59839, best error:       329.11807 on epoch:    47, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 425.2356567383s, input_fired_time: 6.7073435783, output_fired_time: 6.9803571701, propagate_forward_time: 162.3148040771, propagate_backward_time: 242.9488220215, weight_update_time: 0.4743008912, other_time: 6.2843475342
epoch time: 35.8855285645s, input_fired_time: 0.8414502144, output_fired_time: 0.0000000000, propagate_forward_time: 33.9075622559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1365165710
validation[          , genome 18340] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       355.48337, best error:       329.11807 on epoch:    47, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 424.7794189453s, input_fired_time: 6.6842913628, output_fired_time: 7.0402936935, propagate_forward_time: 161.3107910156, propagate_backward_time: 243.4454040527, weight_update_time: 0.4765931070, other_time: 6.2986450195
epoch time: 35.0282897949s, input_fired_time: 0.8227550983, output_fired_time: 0.0000000000, propagate_forward_time: 33.0790596008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1264762878
validation[          , genome 18340] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       396.46832, best error:       329.11807 on epoch:    47, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 422.1972045898s, input_fired_time: 6.7127752304, output_fired_time: 6.9779739380, propagate_forward_time: 161.1577148438, propagate_backward_time: 241.0706634521, weight_update_time: 0.4698678255, other_time: 6.2780914307
epoch time: 35.8792076111s, input_fired_time: 0.8389743567, output_fired_time: 0.0000000000, propagate_forward_time: 33.8979606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1422729492
validation[          , genome 18340] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       361.97247, best error:       329.11807 on epoch:    47, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 425.5949096680s, input_fired_time: 6.7132067680, output_fired_time: 6.9998035431, propagate_forward_time: 161.6916198730, propagate_backward_time: 243.9109191895, weight_update_time: 0.4701715112, other_time: 6.2793579102
epoch time: 35.2279167175s, input_fired_time: 0.8294894099, output_fired_time: 0.0000000000, propagate_forward_time: 33.2715873718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1268386841
validation[          , genome 18340] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       365.15439, best error:       329.11807 on epoch:    47, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 428.8165283203s, input_fired_time: 6.7686648369, output_fired_time: 7.0930981636, propagate_forward_time: 163.7593688965, propagate_backward_time: 244.8735656738, weight_update_time: 0.4754511714, other_time: 6.3218078613
epoch time: 34.9273033142s, input_fired_time: 0.8276740313, output_fired_time: 0.0000000000, propagate_forward_time: 32.9731521606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1264762878
validation[          , genome 18340] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       357.17587, best error:       329.11807 on epoch:    47, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 429.3683166504s, input_fired_time: 6.7335190773, output_fired_time: 7.0832753181, propagate_forward_time: 162.8561401367, propagate_backward_time: 246.3400268555, weight_update_time: 0.4794302285, other_time: 6.3553466797
epoch time: 36.0729522705s, input_fired_time: 0.8516076803, output_fired_time: 0.0000000000, propagate_forward_time: 34.0740966797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1472473145
validation[          , genome 18340] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       351.72635, best error:       329.11807 on epoch:    47, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 433.7710876465s, input_fired_time: 6.8100795746, output_fired_time: 7.1809535027, propagate_forward_time: 165.1154327393, propagate_backward_time: 248.2434844971, weight_update_time: 0.4885629714, other_time: 6.4211425781
epoch time: 35.9203605652s, input_fired_time: 0.8475016356, output_fired_time: 0.0000000000, propagate_forward_time: 33.9342956543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1385650635
validation[          , genome 18340] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       360.30176, best error:       329.11807 on epoch:    47, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 423.0351257324s, input_fired_time: 6.7037019730, output_fired_time: 6.9811129570, propagate_forward_time: 161.9649200439, propagate_backward_time: 241.0861206055, weight_update_time: 0.4744250476, other_time: 6.2992706299
epoch time: 34.9132423401s, input_fired_time: 0.8259699941, output_fired_time: 0.0000000000, propagate_forward_time: 32.9655494690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1217231750
validation[          , genome 18340] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       373.41742, best error:       329.11807 on epoch:    47, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 424.2930908203s, input_fired_time: 6.7162718773, output_fired_time: 7.0403313637, propagate_forward_time: 161.6744842529, propagate_backward_time: 242.5820770264, weight_update_time: 0.4718003273, other_time: 6.2799072266
epoch time: 35.1263389587s, input_fired_time: 0.8298420906, output_fired_time: 0.0000000000, propagate_forward_time: 33.1583824158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1381149292
validation[          , genome 18340] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       367.28864, best error:       329.11807 on epoch:    47, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 421.3708190918s, input_fired_time: 6.6709198952, output_fired_time: 6.9698972702, propagate_forward_time: 160.5919952393, propagate_backward_time: 240.8785705566, weight_update_time: 0.4718099236, other_time: 6.2594146729
epoch time: 35.6455154419s, input_fired_time: 0.8370580077, output_fired_time: 0.0000000000, propagate_forward_time: 33.6701354980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1383209229
validation[          , genome 18340] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       364.26205, best error:       329.11807 on epoch:    47, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 427.1387634277s, input_fired_time: 6.7438926697, output_fired_time: 7.0671072006, propagate_forward_time: 162.9738159180, propagate_backward_time: 244.0500946045, weight_update_time: 0.4769145548, other_time: 6.3038482666
epoch time: 34.9688644409s, input_fired_time: 0.8226590753, output_fired_time: 0.0000000000, propagate_forward_time: 33.0255470276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1206588745
validation[          , genome 18340] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       377.71744, best error:       329.11807 on epoch:    47, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 423.6374816895s, input_fired_time: 6.7107844353, output_fired_time: 6.9973888397, propagate_forward_time: 161.7262573242, propagate_backward_time: 241.9285125732, weight_update_time: 0.4729189873, other_time: 6.2745513916
epoch time: 33.8401603699s, input_fired_time: 0.8033217788, output_fired_time: 0.0000000000, propagate_forward_time: 31.9300155640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1068229675
validation[          , genome 18340] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       363.29370, best error:       329.11807 on epoch:    47, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 423.1913452148s, input_fired_time: 6.7044315338, output_fired_time: 7.0184984207, propagate_forward_time: 161.3766632080, propagate_backward_time: 241.7984771729, weight_update_time: 0.4689897001, other_time: 6.2932739258
epoch time: 34.2309455872s, input_fired_time: 0.8129892945, output_fired_time: 0.0000000000, propagate_forward_time: 32.3132553101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1047019958
validation[          , genome 18340] predictions:    9898/  10000 (98.98%), best:    9900/10000 (99.00%), error:       362.81247, best error:       329.11807 on epoch:    47, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 423.7898559570s, input_fired_time: 6.6897630692, output_fired_time: 6.9696240425, propagate_forward_time: 161.4582366943, propagate_backward_time: 242.3866424561, weight_update_time: 0.4733774364, other_time: 6.2855834961
epoch time: 34.7105751038s, input_fired_time: 0.8204913735, output_fired_time: 0.0000000000, propagate_forward_time: 32.7690086365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1210746765
validation[          , genome 18340] predictions:    9880/  10000 (98.80%), best:    9900/10000 (99.00%), error:       384.41953, best error:       329.11807 on epoch:    47, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 419.9570007324s, input_fired_time: 6.6535000801, output_fired_time: 6.9945464134, propagate_forward_time: 159.8966979980, propagate_backward_time: 240.1470642090, weight_update_time: 0.4705151916, other_time: 6.2651977539
epoch time: 35.3887481689s, input_fired_time: 0.8301882148, output_fired_time: 0.0000000000, propagate_forward_time: 33.4300804138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1284790039
validation[          , genome 18340] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       378.58069, best error:       329.11807 on epoch:    47, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 421.3024291992s, input_fired_time: 6.6628022194, output_fired_time: 6.9197320938, propagate_forward_time: 160.5793609619, propagate_backward_time: 240.8715820313, weight_update_time: 0.4709592462, other_time: 6.2689361572
epoch time: 36.0394821167s, input_fired_time: 0.8456338048, output_fired_time: 0.0000000000, propagate_forward_time: 34.0543327332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1395149231
validation[          , genome 18340] predictions:    9890/  10000 (98.90%), best:    9900/10000 (99.00%), error:       370.55426, best error:       329.11807 on epoch:    47, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 421.7340698242s, input_fired_time: 6.6632642746, output_fired_time: 7.0345973969, propagate_forward_time: 160.0985870361, propagate_backward_time: 241.6416015625, weight_update_time: 0.4721347988, other_time: 6.2960052490
epoch time: 35.4448471069s, input_fired_time: 0.8339782953, output_fired_time: 0.0000000000, propagate_forward_time: 33.4745788574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1362915039
validation[          , genome 18340] predictions:    9893/  10000 (98.93%), best:    9900/10000 (99.00%), error:       371.52457, best error:       329.11807 on epoch:    47, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 422.6509704590s, input_fired_time: 6.7002773285, output_fired_time: 6.9852957726, propagate_forward_time: 161.4781951904, propagate_backward_time: 241.2138977051, weight_update_time: 0.4698845148, other_time: 6.2733001709
epoch time: 36.1857795715s, input_fired_time: 0.8472292423, output_fired_time: 0.0000000000, propagate_forward_time: 34.1986770630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1398735046
validation[          , genome 18340] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       368.03058, best error:       329.11807 on epoch:    47, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 427.2680053711s, input_fired_time: 6.7624473572, output_fired_time: 7.0262041092, propagate_forward_time: 162.4555511475, propagate_backward_time: 244.6184844971, weight_update_time: 0.4828419387, other_time: 6.4053039551
epoch time: 36.6411323547s, input_fired_time: 0.8597078919, output_fired_time: 0.0000000000, propagate_forward_time: 34.6126365662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1687889099
validation[          , genome 18340] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       383.57767, best error:       329.11807 on epoch:    47, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 430.0828552246s, input_fired_time: 6.7569808960, output_fired_time: 7.1612229347, propagate_forward_time: 163.0561981201, propagate_backward_time: 246.7669525146, weight_update_time: 0.4772249460, other_time: 6.3414916992
epoch time: 35.2123374939s, input_fired_time: 0.8316479325, output_fired_time: 0.0000000000, propagate_forward_time: 33.2519264221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1287612915
validation[          , genome 18340] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       385.51465, best error:       329.11807 on epoch:    47, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 422.0666809082s, input_fired_time: 6.6830210686, output_fired_time: 6.9524135590, propagate_forward_time: 161.7264862061, propagate_backward_time: 240.4727630615, weight_update_time: 0.4701623023, other_time: 6.2319946289
epoch time: 36.3261680603s, input_fired_time: 0.8477944136, output_fired_time: 0.0000000000, propagate_forward_time: 34.3526496887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1257247925
validation[          , genome 18340] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       372.90076, best error:       329.11807 on epoch:    47, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 433.9369506836s, input_fired_time: 6.7851138115, output_fired_time: 7.1219744682, propagate_forward_time: 165.5214233398, propagate_backward_time: 248.2412414551, weight_update_time: 0.4759413898, other_time: 6.2671813965
epoch time: 36.2064056396s, input_fired_time: 0.8451344967, output_fired_time: 0.0000000000, propagate_forward_time: 34.2261314392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1351394653
validation[          , genome 18340] predictions:    9894/  10000 (98.94%), best:    9900/10000 (99.00%), error:       375.68982, best error:       329.11807 on epoch:    47, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 432.9025878906s, input_fired_time: 6.7737627029, output_fired_time: 7.1561203003, propagate_forward_time: 164.8046722412, propagate_backward_time: 247.8924255371, weight_update_time: 0.4763953090, other_time: 6.2755889893
epoch time: 36.9388389587s, input_fired_time: 0.8596139550, output_fired_time: 0.0000000000, propagate_forward_time: 34.9370307922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1421928406
validation[          , genome 18340] predictions:    9896/  10000 (98.96%), best:    9900/10000 (99.00%), error:       368.78110, best error:       329.11807 on epoch:    47, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 444.1961975098s, input_fired_time: 6.9216251373, output_fired_time: 7.3347849846, propagate_forward_time: 170.1314239502, propagate_backward_time: 253.4664306641, weight_update_time: 0.4855521917, other_time: 6.3419189453
epoch time: 35.0677261353s, input_fired_time: 0.8230910301, output_fired_time: 0.0000000000, propagate_forward_time: 33.1392021179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1054344177
validation[          , genome 18340] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       372.67133, best error:       329.11807 on epoch:    47, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 440.9656677246s, input_fired_time: 6.8587417603, output_fired_time: 7.2825589180, propagate_forward_time: 168.1073150635, propagate_backward_time: 252.4107055664, weight_update_time: 0.4809783101, other_time: 6.3063354492
epoch time: 37.2752304077s, input_fired_time: 0.8642509580, output_fired_time: 0.0000000000, propagate_forward_time: 35.2736473083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1373329163
validation[          , genome 18340] predictions:    9892/  10000 (98.92%), best:    9900/10000 (99.00%), error:       386.83286, best error:       329.11807 on epoch:    47, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 431.9763488770s, input_fired_time: 6.7777338028, output_fired_time: 7.1002655029, propagate_forward_time: 164.8720703125, propagate_backward_time: 246.9709625244, weight_update_time: 0.4754351974, other_time: 6.2552947998
epoch time: 36.5883636475s, input_fired_time: 0.8533762693, output_fired_time: 0.0000000000, propagate_forward_time: 34.6002540588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1347351074
validation[          , genome 18340] predictions:    9901/  10000 (99.01%), best:    9900/10000 (99.00%), error:       373.69485, best error:       329.11807 on epoch:    47, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 438.3854064941s, input_fired_time: 6.8513803482, output_fired_time: 7.2170100212, propagate_forward_time: 167.7155609131, propagate_backward_time: 250.3016204834, weight_update_time: 0.4800066054, other_time: 6.2998199463
epoch time: 36.5916252136s, input_fired_time: 0.8511013985, output_fired_time: 0.0000000000, propagate_forward_time: 34.6082801819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1322441101
validation[          , genome 18340] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       381.04120, best error:       329.11807 on epoch:    47, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 440.1657409668s, input_fired_time: 6.8490409851, output_fired_time: 7.2360787392, propagate_forward_time: 168.0093078613, propagate_backward_time: 251.7541656494, weight_update_time: 0.4830689728, other_time: 6.3171539307
epoch time: 37.1740837097s, input_fired_time: 0.8648546338, output_fired_time: 0.0000000000, propagate_forward_time: 35.1634979248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1457328796
validation[          , genome 18340] predictions:    9888/  10000 (98.88%), best:    9900/10000 (99.00%), error:       381.57996, best error:       329.11807 on epoch:    47, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 436.5122375488s, input_fired_time: 6.8245582581, output_fired_time: 7.1976385117, propagate_forward_time: 166.9365081787, propagate_backward_time: 249.2685852051, weight_update_time: 0.4793946147, other_time: 6.2849578857
epoch time: 36.9041061401s, input_fired_time: 0.8574910760, output_fired_time: 0.0000000000, propagate_forward_time: 34.9151496887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1314659119
validation[          , genome 18340] predictions:    9891/  10000 (98.91%), best:    9900/10000 (99.00%), error:       373.06726, best error:       329.11807 on epoch:    47, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 436.0995483398s, input_fired_time: 6.7991485596, output_fired_time: 7.2161903381, propagate_forward_time: 165.8216857910, propagate_backward_time: 249.9803924561, weight_update_time: 0.4798342288, other_time: 6.2821502686
epoch time: 36.6186027527s, input_fired_time: 0.8509783745, output_fired_time: 0.0000000000, propagate_forward_time: 34.6369094849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1307144165
validation[          , genome 18340] predictions:    9884/  10000 (98.84%), best:    9900/10000 (99.00%), error:       374.57886, best error:       329.11807 on epoch:    47, 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: 183.2443847656s, input_fired_time: 4.2387075424, output_fired_time: 0.0000000000, propagate_forward_time: 173.2815399170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.7241363525
best training[          , genome 18340] predictions:   49971/  50000 (99.94%), best:    9900/10000 (99.00%), error:       220.40942, best error:       329.11807 on epoch:    47, 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: 36.6480674744s, input_fired_time: 0.8397707343, output_fired_time: 0.0000000000, propagate_forward_time: 34.6742858887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1340103149
   testing[          , genome 18340] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       335.79028, best error:       329.11807 on epoch:    47, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:17:07 (9492): called boinc_finish(0)

</stderr_txt>
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