Nameexact_genome_1512568488_45_7127_0
Workunit2606894
Created8 Dec 2017, 0:02:58 UTC
Sent8 Dec 2017, 0:07:08 UTC
Report deadline15 Dec 2017, 20:22:22 UTC
Received8 Dec 2017, 12:10:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51051
Run time3 hours 11 min 54 sec
CPU time2 hours 31 min 32 sec
Validate stateValid
Credit1,960.98
Device peak FLOPS3.66 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.38 MB
Peak swap size151.97 MB
Peak disk usage2.23 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
 error:       889.87537, best error:       864.35809 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 170.3362426758s, input_fired_time: 0.9800848961, output_fired_time: 0.8528333902, propagate_forward_time: 64.0296173096, propagate_backward_time: 99.1687927246, weight_update_time: 0.1267976314, other_time: 5.3049163818
epoch time: 14.6314859390s, input_fired_time: 0.4272539020, output_fired_time: 0.0000000000, propagate_forward_time: 12.7018136978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5024185181
validation[          , genome  7127] predictions:    9702/  10000 (97.02%), best:    9736/10000 (97.36%), error:       976.94751, best error:       864.35809 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 172.7561035156s, input_fired_time: 1.0437058210, output_fired_time: 0.9855805635, propagate_forward_time: 65.4485702515, propagate_backward_time: 96.5029144287, weight_update_time: 0.1388294101, other_time: 8.7753372192
epoch time: 17.5469169617s, input_fired_time: 0.2112660855, output_fired_time: 0.0000000000, propagate_forward_time: 16.7249603271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6106910706
validation[          , genome  7127] predictions:    9703/  10000 (97.03%), best:    9736/10000 (97.36%), error:       990.39996, best error:       864.35809 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 185.2835388184s, input_fired_time: 1.1650687456, output_fired_time: 0.9486306906, propagate_forward_time: 72.5409240723, propagate_backward_time: 107.0933761597, weight_update_time: 0.1589711010, other_time: 3.5355453491
epoch time: 12.4737100601s, input_fired_time: 0.1078106612, output_fired_time: 0.0000000000, propagate_forward_time: 11.9819841385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839149475
validation[          , genome  7127] predictions:    9692/  10000 (96.92%), best:    9736/10000 (97.36%), error:       993.05927, best error:       864.35809 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 187.4751892090s, input_fired_time: 2.0866897106, output_fired_time: 0.9112197161, propagate_forward_time: 64.5948028564, propagate_backward_time: 113.8503570557, weight_update_time: 0.1609290242, other_time: 6.0321197510
epoch time: 10.6546669006s, input_fired_time: 0.1468709409, output_fired_time: 0.0000000000, propagate_forward_time: 10.1098623276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3979339600
validation[          , genome  7127] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       833.25342, best error:       833.25342 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 182.9989166260s, input_fired_time: 1.2568563223, output_fired_time: 1.9746519327, propagate_forward_time: 72.5197448730, propagate_backward_time: 102.5531311035, weight_update_time: 0.1636422276, other_time: 4.6945343018
epoch time: 12.7298288345s, input_fired_time: 0.1194829345, output_fired_time: 0.0000000000, propagate_forward_time: 11.1351852417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4751605988
validation[          , genome  7127] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       829.51965, best error:       829.51965 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.5239868164s, input_fired_time: 2.1289193630, output_fired_time: 1.8136143684, propagate_forward_time: 55.7690353394, propagate_backward_time: 99.2440719604, weight_update_time: 0.1276002228, other_time: 5.5683441162
epoch time: 12.6661796570s, input_fired_time: 0.1138430834, output_fired_time: 0.0000000000, propagate_forward_time: 12.1344203949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179162979
validation[          , genome  7127] predictions:    9745/  10000 (97.45%), best:    9748/10000 (97.48%), error:       855.05609, best error:       829.51965 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 159.8073272705s, input_fired_time: 1.9601935148, output_fired_time: 0.8368850946, propagate_forward_time: 54.7525138855, propagate_backward_time: 98.9021759033, weight_update_time: 0.1321646124, other_time: 3.3555603027
epoch time: 12.3871784210s, input_fired_time: 0.1087890342, output_fired_time: 0.0000000000, propagate_forward_time: 10.8207283020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4576606750
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9748/10000 (97.48%), error:       873.43341, best error:       829.51965 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 168.7893066406s, input_fired_time: 1.9374083281, output_fired_time: 2.9412078857, propagate_forward_time: 54.8257255554, propagate_backward_time: 104.8083724976, weight_update_time: 0.1233536303, other_time: 4.2765884399
epoch time: 16.6171569824s, input_fired_time: 0.1111854538, output_fired_time: 0.0000000000, propagate_forward_time: 14.1193256378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3866462708
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       787.94739, best error:       787.94739 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 172.5702056885s, input_fired_time: 3.0314011574, output_fired_time: 0.7895427346, propagate_forward_time: 65.6612472534, propagate_backward_time: 99.5913619995, weight_update_time: 0.1416588724, other_time: 3.4966583252
epoch time: 14.5025730133s, input_fired_time: 0.1376599818, output_fired_time: 0.0000000000, propagate_forward_time: 13.9712886810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936243057
validation[          , genome  7127] predictions:    9715/  10000 (97.15%), best:    9768/10000 (97.68%), error:       921.68793, best error:       787.94739 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.8205718994s, input_fired_time: 0.9651458263, output_fired_time: 0.9111531973, propagate_forward_time: 58.1963729858, propagate_backward_time: 113.3990631104, weight_update_time: 1.1637716293, other_time: 5.3488388062
epoch time: 18.2023963928s, input_fired_time: 0.1447281390, output_fired_time: 0.0000000000, propagate_forward_time: 16.6001224518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4575462341
validation[          , genome  7127] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       830.59424, best error:       787.94739 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 169.9287719727s, input_fired_time: 3.1610605717, output_fired_time: 0.8328821659, propagate_forward_time: 62.1300773621, propagate_backward_time: 98.2848205566, weight_update_time: 0.1299177110, other_time: 5.5199279785
epoch time: 19.5915374756s, input_fired_time: 0.2113512456, output_fired_time: 0.0000000000, propagate_forward_time: 18.9562358856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239501953
validation[          , genome  7127] predictions:    9727/  10000 (97.27%), best:    9768/10000 (97.68%), error:       896.26727, best error:       787.94739 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 183.6995544434s, input_fired_time: 3.2142095566, output_fired_time: 1.9760719538, propagate_forward_time: 63.4798355103, propagate_backward_time: 112.4574584961, weight_update_time: 0.1233897433, other_time: 2.5719833374
epoch time: 17.2539062500s, input_fired_time: 0.1135780960, output_fired_time: 0.0000000000, propagate_forward_time: 16.6711292267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4691982269
validation[          , genome  7127] predictions:    9736/  10000 (97.36%), best:    9768/10000 (97.68%), error:       855.55115, best error:       787.94739 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 190.1236419678s, input_fired_time: 1.1989153624, output_fired_time: 2.4377539158, propagate_forward_time: 61.0769729614, propagate_backward_time: 118.0069427490, weight_update_time: 0.1604348123, other_time: 7.4030532837
epoch time: 11.4495220184s, input_fired_time: 0.1195712462, output_fired_time: 0.0000000000, propagate_forward_time: 10.9438028336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861474991
validation[          , genome  7127] predictions:    9763/  10000 (97.63%), best:    9768/10000 (97.68%), error:       797.87921, best error:       787.94739 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 166.3837432861s, input_fired_time: 2.2743012905, output_fired_time: 1.8370850086, propagate_forward_time: 54.9264144897, propagate_backward_time: 101.5698928833, weight_update_time: 1.1448107958, other_time: 5.7760467529
epoch time: 12.2549371719s, input_fired_time: 0.1106533185, output_fired_time: 0.0000000000, propagate_forward_time: 11.7210445404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232397079
validation[          , genome  7127] predictions:    9686/  10000 (96.86%), best:    9768/10000 (97.68%), error:       997.16473, best error:       787.94739 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 162.4038391113s, input_fired_time: 2.0628578663, output_fired_time: 1.8474172354, propagate_forward_time: 55.3551406860, propagate_backward_time: 97.8362579346, weight_update_time: 0.1246469095, other_time: 5.3021774292
epoch time: 11.5731601715s, input_fired_time: 0.1058087349, output_fired_time: 0.0000000000, propagate_forward_time: 11.0897626877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775892258
validation[          , genome  7127] predictions:    9751/  10000 (97.51%), best:    9768/10000 (97.68%), error:       801.07050, best error:       787.94739 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 157.6920928955s, input_fired_time: 0.9835236669, output_fired_time: 0.8008257747, propagate_forward_time: 50.5178527832, propagate_backward_time: 99.0793304443, weight_update_time: 0.1335488111, other_time: 6.3105621338
epoch time: 11.9628887177s, input_fired_time: 0.1117821261, output_fired_time: 0.0000000000, propagate_forward_time: 11.4265041351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4246025085
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9768/10000 (97.68%), error:       861.51996, best error:       787.94739 on epoch:    22, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 159.8473510742s, input_fired_time: 2.0165815353, output_fired_time: 0.9038707018, propagate_forward_time: 52.9323463440, propagate_backward_time: 99.4473953247, weight_update_time: 0.1307820231, other_time: 4.5471572876
epoch time: 12.5532960892s, input_fired_time: 0.1352572441, output_fired_time: 0.0000000000, propagate_forward_time: 10.9895992279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4284400940
validation[          , genome  7127] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       878.04962, best error:       787.94739 on epoch:    22, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 152.2039794922s, input_fired_time: 1.9895651340, output_fired_time: 0.7962455750, propagate_forward_time: 47.0139999390, propagate_backward_time: 98.8980636597, weight_update_time: 0.1504584551, other_time: 3.5061035156
epoch time: 11.8413562775s, input_fired_time: 0.1164752766, output_fired_time: 0.0000000000, propagate_forward_time: 10.2783565521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4465246201
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9768/10000 (97.68%), error:       868.16736, best error:       787.94739 on epoch:    22, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 165.2422485352s, input_fired_time: 1.9826507568, output_fired_time: 1.8033323288, propagate_forward_time: 60.5770721436, propagate_backward_time: 98.3570785522, weight_update_time: 0.1251275986, other_time: 2.5221176147
epoch time: 14.3837528229s, input_fired_time: 0.1350564063, output_fired_time: 0.0000000000, propagate_forward_time: 13.8059234619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427728653
validation[          , genome  7127] predictions:    9738/  10000 (97.38%), best:    9768/10000 (97.68%), error:       848.69409, best error:       787.94739 on epoch:    22, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 163.2608642578s, input_fired_time: 1.0524336100, output_fired_time: 0.8638901711, propagate_forward_time: 58.5174560547, propagate_backward_time: 98.3371505737, weight_update_time: 0.1920381039, other_time: 4.4899368286
epoch time: 12.7707672119s, input_fired_time: 0.1265758723, output_fired_time: 0.0000000000, propagate_forward_time: 12.2486667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955249786
validation[          , genome  7127] predictions:    9741/  10000 (97.41%), best:    9768/10000 (97.68%), error:       841.65607, best error:       787.94739 on epoch:    22, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 160.9841308594s, input_fired_time: 0.9573438168, output_fired_time: 0.9513888955, propagate_forward_time: 62.2820014954, propagate_backward_time: 91.2231597900, weight_update_time: 1.1414675713, other_time: 5.5702514648
epoch time: 10.7074012756s, input_fired_time: 0.1103956923, output_fired_time: 0.0000000000, propagate_forward_time: 10.1718063354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251995087
validation[          , genome  7127] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       769.35077, best error:       769.35077 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 184.4805297852s, input_fired_time: 2.7580041885, output_fired_time: 0.9256020188, propagate_forward_time: 63.6366615295, propagate_backward_time: 110.2118301392, weight_update_time: 0.1309792250, other_time: 6.9484329224
epoch time: 10.5308685303s, input_fired_time: 0.1097567976, output_fired_time: 0.0000000000, propagate_forward_time: 8.9973201752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4237918854
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9771/10000 (97.71%), error:       950.80951, best error:       769.35077 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 167.8012695313s, input_fired_time: 2.1126282215, output_fired_time: 2.8574869633, propagate_forward_time: 63.9838256836, propagate_backward_time: 96.4242172241, weight_update_time: 0.1260127723, other_time: 2.4231185913
epoch time: 14.2697925568s, input_fired_time: 0.1167152300, output_fired_time: 0.0000000000, propagate_forward_time: 13.7526130676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004640579
validation[          , genome  7127] predictions:    9724/  10000 (97.24%), best:    9771/10000 (97.71%), error:       885.51416, best error:       769.35077 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 165.4936065674s, input_fired_time: 4.1892042160, output_fired_time: 0.8722137809, propagate_forward_time: 62.6084518433, propagate_backward_time: 93.4187240601, weight_update_time: 0.1272334456, other_time: 4.4050140381
epoch time: 16.4499416351s, input_fired_time: 1.1230167150, output_fired_time: 0.0000000000, propagate_forward_time: 13.7006893158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6262359619
validation[          , genome  7127] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       876.39929, best error:       769.35077 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 188.1510772705s, input_fired_time: 1.1143805981, output_fired_time: 0.9299497008, propagate_forward_time: 68.7786865234, propagate_backward_time: 113.5047836304, weight_update_time: 0.1947816610, other_time: 3.8232803345
epoch time: 13.7588148117s, input_fired_time: 0.1191986576, output_fired_time: 0.0000000000, propagate_forward_time: 13.1950626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4445533752
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       747.18170, best error:       747.18170 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 188.1703338623s, input_fired_time: 3.3173358440, output_fired_time: 2.9904177189, propagate_forward_time: 54.0674667358, propagate_backward_time: 123.7780685425, weight_update_time: 0.1258789897, other_time: 4.0170440674
epoch time: 19.8643646240s, input_fired_time: 1.9356747866, output_fired_time: 0.0000000000, propagate_forward_time: 14.9934453964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9352445602
validation[          , genome  7127] predictions:    9690/  10000 (96.90%), best:    9765/10000 (97.65%), error:      1025.58557, best error:       747.18170 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 183.2481079102s, input_fired_time: 2.0993320942, output_fired_time: 0.8483327627, propagate_forward_time: 65.3048934937, propagate_backward_time: 109.2883529663, weight_update_time: 0.1593621820, other_time: 5.7071990967
epoch time: 12.4876937866s, input_fired_time: 0.1086779386, output_fired_time: 0.0000000000, propagate_forward_time: 11.9456596375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333562851
validation[          , genome  7127] predictions:    9764/  10000 (97.64%), best:    9765/10000 (97.65%), error:       757.52271, best error:       747.18170 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 185.8442382813s, input_fired_time: 1.0094881058, output_fired_time: 0.9662281275, propagate_forward_time: 60.2879905701, propagate_backward_time: 119.7933425903, weight_update_time: 0.1304162741, other_time: 3.7871780396
epoch time: 14.8573799133s, input_fired_time: 0.1117197126, output_fired_time: 0.0000000000, propagate_forward_time: 14.3212003708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244594574
validation[          , genome  7127] predictions:    9721/  10000 (97.21%), best:    9765/10000 (97.65%), error:       913.80286, best error:       747.18170 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 173.7120666504s, input_fired_time: 1.2083240747, output_fired_time: 0.9038152695, propagate_forward_time: 60.1467361450, propagate_backward_time: 103.7654953003, weight_update_time: 0.1917626858, other_time: 7.6876983643
epoch time: 14.2482061386s, input_fired_time: 0.1433646381, output_fired_time: 0.0000000000, propagate_forward_time: 13.6723794937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4324617386
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       727.92529, best error:       727.92529 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 184.8331756592s, input_fired_time: 3.2832441330, output_fired_time: 0.8674516678, propagate_forward_time: 65.7759704590, propagate_backward_time: 110.9267883301, weight_update_time: 0.2297462672, other_time: 3.9797210693
epoch time: 12.3519449234s, input_fired_time: 0.1129089221, output_fired_time: 0.0000000000, propagate_forward_time: 11.7061967850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328388214
validation[          , genome  7127] predictions:    9739/  10000 (97.39%), best:    9760/10000 (97.60%), error:       862.79071, best error:       727.92529 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 176.2825775146s, input_fired_time: 2.1022262573, output_fired_time: 0.8798156977, propagate_forward_time: 69.3889465332, propagate_backward_time: 100.1967544556, weight_update_time: 0.1629463583, other_time: 3.7148361206
epoch time: 14.3003931046s, input_fired_time: 0.1256243289, output_fired_time: 0.0000000000, propagate_forward_time: 12.4624443054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7123241425
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       781.80743, best error:       727.92529 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 198.7810211182s, input_fired_time: 1.1013199091, output_fired_time: 1.8043959141, propagate_forward_time: 70.6188507080, propagate_backward_time: 118.2368621826, weight_update_time: 0.1628904939, other_time: 7.0195922852
epoch time: 14.6326436996s, input_fired_time: 0.1581402421, output_fired_time: 0.0000000000, propagate_forward_time: 14.0709934235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035100937
validation[          , genome  7127] predictions:    9776/  10000 (97.76%), best:    9760/10000 (97.60%), error:       780.08740, best error:       727.92529 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.7393493652s, input_fired_time: 2.1393661499, output_fired_time: 0.9376297593, propagate_forward_time: 54.3745193481, propagate_backward_time: 116.6801300049, weight_update_time: 0.1265927851, other_time: 6.6076889038
epoch time: 16.4290866852s, input_fired_time: 0.1471051723, output_fired_time: 0.0000000000, propagate_forward_time: 14.7629194260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5190629959
validation[          , genome  7127] predictions:    9742/  10000 (97.42%), best:    9760/10000 (97.60%), error:       818.20203, best error:       727.92529 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 178.2663116455s, input_fired_time: 1.0636861324, output_fired_time: 1.8746287823, propagate_forward_time: 58.4044990540, propagate_backward_time: 114.4732284546, weight_update_time: 0.1281897277, other_time: 2.4502639771
epoch time: 12.1936893463s, input_fired_time: 0.1585876197, output_fired_time: 0.0000000000, propagate_forward_time: 9.6229724884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4121294022
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9760/10000 (97.60%), error:       796.38379, best error:       727.92529 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 148.1941375732s, input_fired_time: 2.9895026684, output_fired_time: 0.7660706639, propagate_forward_time: 52.4796791077, propagate_backward_time: 89.6074295044, weight_update_time: 0.1825758070, other_time: 2.3514633179
epoch time: 14.2572355270s, input_fired_time: 0.1278697848, output_fired_time: 0.0000000000, propagate_forward_time: 13.6944046021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4349613190
validation[          , genome  7127] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       705.02490, best error:       705.02490 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 160.1761169434s, input_fired_time: 3.0984690189, output_fired_time: 0.8245499730, propagate_forward_time: 60.0015258789, propagate_backward_time: 91.7531280518, weight_update_time: 0.1279222816, other_time: 4.4984436035
epoch time: 12.3190536499s, input_fired_time: 0.1180951819, output_fired_time: 0.0000000000, propagate_forward_time: 10.7756109238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4253473282
validation[          , genome  7127] predictions:    9770/  10000 (97.70%), best:    9778/10000 (97.78%), error:       769.13696, best error:       705.02490 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 159.1985321045s, input_fired_time: 2.0643696785, output_fired_time: 1.8485732079, propagate_forward_time: 55.7692298889, propagate_backward_time: 95.9899139404, weight_update_time: 0.1270162761, other_time: 3.5264434814
epoch time: 17.8284358978s, input_fired_time: 0.1249547452, output_fired_time: 0.0000000000, propagate_forward_time: 17.2379665375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655151367
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       847.67792, best error:       705.02490 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 180.0184936523s, input_fired_time: 1.1295878887, output_fired_time: 0.9989048839, propagate_forward_time: 55.9654083252, propagate_backward_time: 114.9570541382, weight_update_time: 0.1661867946, other_time: 6.9675369263
epoch time: 12.4284315109s, input_fired_time: 0.1114214659, output_fired_time: 0.0000000000, propagate_forward_time: 10.7270679474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5899419785
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9778/10000 (97.78%), error:       793.40240, best error:       705.02490 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 163.7434082031s, input_fired_time: 2.0741364956, output_fired_time: 1.8526401520, propagate_forward_time: 55.6147232056, propagate_backward_time: 96.6783828735, weight_update_time: 1.2981542349, other_time: 7.5235137939
epoch time: 12.4355297089s, input_fired_time: 0.1221735105, output_fired_time: 0.0000000000, propagate_forward_time: 11.9065999985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4067564011
validation[          , genome  7127] predictions:    9779/  10000 (97.79%), best:    9778/10000 (97.78%), error:       733.89166, best error:       705.02490 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 159.6781921387s, input_fired_time: 1.0421204567, output_fired_time: 0.8579996228, propagate_forward_time: 57.5828437805, propagate_backward_time: 96.7162475586, weight_update_time: 0.1304746270, other_time: 3.4789886475
epoch time: 12.8370742798s, input_fired_time: 0.1228751168, output_fired_time: 0.0000000000, propagate_forward_time: 12.3261852264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880138397
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9778/10000 (97.78%), error:       810.57513, best error:       705.02490 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 160.6225128174s, input_fired_time: 1.0265023708, output_fired_time: 1.9600921869, propagate_forward_time: 54.8214645386, propagate_backward_time: 99.3398590088, weight_update_time: 0.1308034062, other_time: 3.4745864868
epoch time: 14.6842184067s, input_fired_time: 0.1131957695, output_fired_time: 0.0000000000, propagate_forward_time: 14.1696329117, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013900757
validation[          , genome  7127] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       689.12384, best error:       689.12384 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 164.1613159180s, input_fired_time: 2.1418337822, output_fired_time: 0.8128794432, propagate_forward_time: 56.7756919861, propagate_backward_time: 98.8218383789, weight_update_time: 0.1647279710, other_time: 5.6090698242
epoch time: 12.9018259048s, input_fired_time: 1.5590950251, output_fired_time: 0.0000000000, propagate_forward_time: 10.9567813873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859491348
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9787/10000 (97.87%), error:       727.85535, best error:       689.12384 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 175.7748260498s, input_fired_time: 0.9345391393, output_fired_time: 1.8137162924, propagate_forward_time: 62.4445571899, propagate_backward_time: 104.5503387451, weight_update_time: 0.1311941892, other_time: 6.0316696167
epoch time: 13.8767576218s, input_fired_time: 0.1501173228, output_fired_time: 0.0000000000, propagate_forward_time: 13.3462009430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3804397583
validation[          , genome  7127] predictions:    9777/  10000 (97.77%), best:    9787/10000 (97.87%), error:       728.44672, best error:       689.12384 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 172.4632873535s, input_fired_time: 0.9279553890, output_fired_time: 0.8645111322, propagate_forward_time: 57.2845840454, propagate_backward_time: 110.9574737549, weight_update_time: 0.1350706816, other_time: 2.4287643433
epoch time: 12.8001308441s, input_fired_time: 0.1137211621, output_fired_time: 0.0000000000, propagate_forward_time: 11.0213851929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6650247574
validation[          , genome  7127] predictions:    9729/  10000 (97.29%), best:    9787/10000 (97.87%), error:       883.55627, best error:       689.12384 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 177.2257690430s, input_fired_time: 2.0941083431, output_fired_time: 0.8107156754, propagate_forward_time: 56.0112571716, propagate_backward_time: 113.9515304565, weight_update_time: 0.1232525632, other_time: 4.3581619263
epoch time: 11.2352542877s, input_fired_time: 0.1182745174, output_fired_time: 0.0000000000, propagate_forward_time: 10.6695413589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4474382401
validation[          , genome  7127] predictions:    9752/  10000 (97.52%), best:    9787/10000 (97.87%), error:       818.17297, best error:       689.12384 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 162.2715911865s, input_fired_time: 2.0199100971, output_fired_time: 2.9231729507, propagate_forward_time: 56.1434555054, propagate_backward_time: 98.6975708008, weight_update_time: 0.1340764314, other_time: 2.4874801636
epoch time: 10.8312778473s, input_fired_time: 0.1481736898, output_fired_time: 0.0000000000, propagate_forward_time: 10.2979650497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851394653
validation[          , genome  7127] predictions:    9709/  10000 (97.09%), best:    9787/10000 (97.87%), error:       917.97913, best error:       689.12384 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 160.0071868896s, input_fired_time: 2.2947411537, output_fired_time: 0.8121069670, propagate_forward_time: 50.9163703918, propagate_backward_time: 101.6955642700, weight_update_time: 0.1258357912, other_time: 4.2884140015
epoch time: 12.5859880447s, input_fired_time: 0.1403711438, output_fired_time: 0.0000000000, propagate_forward_time: 11.0165882111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4290285110
validation[          , genome  7127] predictions:    9747/  10000 (97.47%), best:    9787/10000 (97.87%), error:       833.53864, best error:       689.12384 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 160.2064971924s, input_fired_time: 3.9964890480, output_fired_time: 1.7982573509, propagate_forward_time: 60.4918365479, propagate_backward_time: 91.5751266479, weight_update_time: 0.1288716197, other_time: 2.3447799683
epoch time: 10.7706336975s, input_fired_time: 0.1139634848, output_fired_time: 0.0000000000, propagate_forward_time: 10.2721138000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845567703
validation[          , genome  7127] predictions:    9780/  10000 (97.80%), best:    9787/10000 (97.87%), error:       755.82861, best error:       689.12384 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 178.0648803711s, input_fired_time: 1.0438152552, output_fired_time: 2.1514472961, propagate_forward_time: 63.4709777832, propagate_backward_time: 105.5889663696, weight_update_time: 0.1885783374, other_time: 5.8096847534
epoch time: 16.6304168701s, input_fired_time: 1.2806633711, output_fired_time: 0.0000000000, propagate_forward_time: 12.6350393295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7147140503
validation[          , genome  7127] predictions:    9767/  10000 (97.67%), best:    9787/10000 (97.87%), error:       746.28101, best error:       689.12384 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 192.8470306396s, input_fired_time: 3.6520977020, output_fired_time: 1.7296175957, propagate_forward_time: 67.3253326416, propagate_backward_time: 114.0512542725, weight_update_time: 0.1516704261, other_time: 6.0887298584
epoch time: 12.6975736618s, input_fired_time: 0.1107789949, output_fired_time: 0.0000000000, propagate_forward_time: 11.9920148849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947799683
validation[          , genome  7127] predictions:    9765/  10000 (97.65%), best:    9787/10000 (97.87%), error:       782.70740, best error:       689.12384 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 178.3047637939s, input_fired_time: 2.1756169796, output_fired_time: 0.9366603494, propagate_forward_time: 64.9154129028, propagate_backward_time: 106.5744476318, weight_update_time: 0.2221081257, other_time: 3.7026290894
epoch time: 12.3117284775s, input_fired_time: 0.1226890683, output_fired_time: 0.0000000000, propagate_forward_time: 11.7849073410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041318893
validation[          , genome  7127] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       683.42230, best error:       683.42230 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 167.1631927490s, input_fired_time: 2.1071248055, output_fired_time: 2.9446177483, propagate_forward_time: 60.7712669373, propagate_backward_time: 95.6707458496, weight_update_time: 0.1297796369, other_time: 5.6694335938
epoch time: 12.2708644867s, input_fired_time: 0.1239681244, output_fired_time: 0.0000000000, propagate_forward_time: 11.7094192505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4374771118
validation[          , genome  7127] predictions:    9740/  10000 (97.40%), best:    9798/10000 (97.98%), error:       868.88129, best error:       683.42230 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 165.2201232910s, input_fired_time: 5.2112007141, output_fired_time: 2.0070202351, propagate_forward_time: 52.0599708557, propagate_backward_time: 103.3423843384, weight_update_time: 0.1601455659, other_time: 2.5995559692
epoch time: 12.4232339859s, input_fired_time: 0.1178131774, output_fired_time: 0.0000000000, propagate_forward_time: 11.9212779999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841428757
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       951.36633, best error:       683.42230 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 180.3629302979s, input_fired_time: 3.0598802567, output_fired_time: 2.0052073002, propagate_forward_time: 61.8934059143, propagate_backward_time: 109.1478424072, weight_update_time: 0.1368289143, other_time: 4.2566070557
epoch time: 14.2112741470s, input_fired_time: 0.1161082909, output_fired_time: 0.0000000000, propagate_forward_time: 13.6270189285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4681472778
validation[          , genome  7127] predictions:    9747/  10000 (97.47%), best:    9798/10000 (97.98%), error:       820.12256, best error:       683.42230 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 187.9295654297s, input_fired_time: 1.0338155031, output_fired_time: 0.9425195456, propagate_forward_time: 73.5125503540, propagate_backward_time: 109.7061920166, weight_update_time: 0.1231519431, other_time: 2.7344894409
epoch time: 13.9631862640s, input_fired_time: 1.1704561710, output_fired_time: 0.0000000000, propagate_forward_time: 11.3109016418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4818286896
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9798/10000 (97.98%), error:       881.05231, best error:       683.42230 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 168.1610717773s, input_fired_time: 0.9868820906, output_fired_time: 3.2035715580, propagate_forward_time: 60.2241630554, propagate_backward_time: 98.8937225342, weight_update_time: 0.1556804180, other_time: 4.8527374268
epoch time: 17.1207981110s, input_fired_time: 0.1181329712, output_fired_time: 0.0000000000, propagate_forward_time: 15.5907535553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4119110107
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       805.62360, best error:       683.42230 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 172.9631805420s, input_fired_time: 2.2715911865, output_fired_time: 0.8324742913, propagate_forward_time: 60.3809394836, propagate_backward_time: 103.1032485962, weight_update_time: 0.1263389885, other_time: 6.3749313354
epoch time: 11.5234012604s, input_fired_time: 0.1269067973, output_fired_time: 0.0000000000, propagate_forward_time: 11.0058040619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906908035
validation[          , genome  7127] predictions:    9768/  10000 (97.68%), best:    9798/10000 (97.98%), error:       762.74744, best error:       683.42230 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 187.8446655273s, input_fired_time: 1.1039990187, output_fired_time: 0.8305175900, propagate_forward_time: 61.2327919006, propagate_backward_time: 119.9559707642, weight_update_time: 0.2600602508, other_time: 4.7213821411
epoch time: 16.9224224091s, input_fired_time: 1.1870152950, output_fired_time: 0.0000000000, propagate_forward_time: 14.2653589249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4700479507
validation[          , genome  7127] predictions:    9769/  10000 (97.69%), best:    9798/10000 (97.98%), error:       757.43176, best error:       683.42230 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 177.4514007568s, input_fired_time: 1.0293865204, output_fired_time: 2.0051779747, propagate_forward_time: 62.5596694946, propagate_backward_time: 105.8870086670, weight_update_time: 0.1618734598, other_time: 5.9701614380
epoch time: 12.8309030533s, input_fired_time: 0.1139419973, output_fired_time: 0.0000000000, propagate_forward_time: 11.1884603500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5285005569
validation[          , genome  7127] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       831.82007, best error:       683.42230 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 182.4487457275s, input_fired_time: 2.3764634132, output_fired_time: 0.8515084982, propagate_forward_time: 67.1430969238, propagate_backward_time: 104.0382308960, weight_update_time: 0.2883172631, other_time: 8.0394515991
epoch time: 13.6139554977s, input_fired_time: 0.1180776432, output_fired_time: 0.0000000000, propagate_forward_time: 12.9768953323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189828873
validation[          , genome  7127] predictions:    9729/  10000 (97.29%), best:    9798/10000 (97.98%), error:       955.97998, best error:       683.42230 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 180.1423492432s, input_fired_time: 2.3564853668, output_fired_time: 0.8682506680, propagate_forward_time: 60.7757530212, propagate_backward_time: 109.9915161133, weight_update_time: 0.1222027466, other_time: 6.1503295898
epoch time: 14.1606969833s, input_fired_time: 0.1130800471, output_fired_time: 0.0000000000, propagate_forward_time: 13.4493894577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982275009
validation[          , genome  7127] predictions:    9738/  10000 (97.38%), best:    9798/10000 (97.98%), error:       860.43262, best error:       683.42230 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 164.9115905762s, input_fired_time: 3.0983884335, output_fired_time: 1.8552235365, propagate_forward_time: 55.4828262329, propagate_backward_time: 97.7274551392, weight_update_time: 1.1236703396, other_time: 6.7476959229
epoch time: 12.7885046005s, input_fired_time: 0.1228615120, output_fired_time: 0.0000000000, propagate_forward_time: 10.1465406418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5191020966
validation[          , genome  7127] predictions:    9584/  10000 (95.84%), best:    9798/10000 (97.98%), error:      1417.94690, best error:       683.42230 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 160.4475555420s, input_fired_time: 2.0093767643, output_fired_time: 0.8636297584, propagate_forward_time: 59.6074676514, propagate_backward_time: 93.5793914795, weight_update_time: 0.1480183601, other_time: 4.3876800537
epoch time: 11.6253976822s, input_fired_time: 0.1231032759, output_fired_time: 0.0000000000, propagate_forward_time: 11.0725240707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4297704697
validation[          , genome  7127] predictions:    9792/  10000 (97.92%), best:    9798/10000 (97.98%), error:       703.83215, best error:       683.42230 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 155.7174987793s, input_fired_time: 1.0033037663, output_fired_time: 0.8930773139, propagate_forward_time: 51.1082611084, propagate_backward_time: 100.4656295776, weight_update_time: 0.1343099773, other_time: 2.2472152710
epoch time: 12.2533302307s, input_fired_time: 0.1137238145, output_fired_time: 0.0000000000, propagate_forward_time: 11.7398271561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997793198
validation[          , genome  7127] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       928.11011, best error:       683.42230 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 184.6364135742s, input_fired_time: 2.1703970432, output_fired_time: 1.0069787502, propagate_forward_time: 71.2279434204, propagate_backward_time: 106.3072738647, weight_update_time: 0.1925691068, other_time: 3.9238281250
epoch time: 12.7478704453s, input_fired_time: 0.1113000214, output_fired_time: 0.0000000000, propagate_forward_time: 12.0129566193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236133575
validation[          , genome  7127] predictions:    9717/  10000 (97.17%), best:    9798/10000 (97.98%), error:       981.63977, best error:       683.42230 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 190.8325958252s, input_fired_time: 3.4559662342, output_fired_time: 2.0812873840, propagate_forward_time: 70.1328201294, propagate_backward_time: 110.2021331787, weight_update_time: 1.3194040060, other_time: 4.9603958130
epoch time: 16.2537994385s, input_fired_time: 0.1242011115, output_fired_time: 0.0000000000, propagate_forward_time: 14.6647386551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4648599625
validation[          , genome  7127] predictions:    9715/  10000 (97.15%), best:    9798/10000 (97.98%), error:       908.81738, best error:       683.42230 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 161.2568511963s, input_fired_time: 4.0117435455, output_fired_time: 1.9810421467, propagate_forward_time: 54.9399833679, propagate_backward_time: 95.6751098633, weight_update_time: 0.1591269821, other_time: 4.6489562988
epoch time: 12.2905931473s, input_fired_time: 0.1244227961, output_fired_time: 0.0000000000, propagate_forward_time: 11.7759618759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3902082443
validation[          , genome  7127] predictions:    9795/  10000 (97.95%), best:    9798/10000 (97.98%), error:       694.87585, best error:       683.42230 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 167.3705902100s, input_fired_time: 1.0049066544, output_fired_time: 1.9036730528, propagate_forward_time: 60.3828887939, propagate_backward_time: 96.6026382446, weight_update_time: 0.1277444065, other_time: 7.4764785767
epoch time: 16.1148147583s, input_fired_time: 0.1534153372, output_fired_time: 0.0000000000, propagate_forward_time: 15.4298934937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5315055847
validation[          , genome  7127] predictions:    9743/  10000 (97.43%), best:    9798/10000 (97.98%), error:       852.15747, best error:       683.42230 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 170.3890228271s, input_fired_time: 4.2136569023, output_fired_time: 0.9249755144, propagate_forward_time: 62.5088005066, propagate_backward_time: 94.0289077759, weight_update_time: 0.1313384175, other_time: 8.7126846313
epoch time: 19.0551090240s, input_fired_time: 0.1208429560, output_fired_time: 0.0000000000, propagate_forward_time: 17.4595203400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4747447968
validation[          , genome  7127] predictions:    9728/  10000 (97.28%), best:    9798/10000 (97.98%), error:       941.86444, best error:       683.42230 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 166.5964202881s, input_fired_time: 3.2051932812, output_fired_time: 2.9665949345, propagate_forward_time: 61.3715667725, propagate_backward_time: 93.5936126709, weight_update_time: 0.1237293705, other_time: 5.4594421387
epoch time: 13.8388528824s, input_fired_time: 0.1152339876, output_fired_time: 0.0000000000, propagate_forward_time: 12.0568761826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6667423248
validation[          , genome  7127] predictions:    9737/  10000 (97.37%), best:    9798/10000 (97.98%), error:       881.31848, best error:       683.42230 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 185.3626861572s, input_fired_time: 1.4039341211, output_fired_time: 0.9001916051, propagate_forward_time: 72.2397079468, propagate_backward_time: 107.6551208496, weight_update_time: 0.1312051564, other_time: 3.1637344360
epoch time: 12.0468702316s, input_fired_time: 0.1152726933, output_fired_time: 0.0000000000, propagate_forward_time: 11.5437059402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878917694
validation[          , genome  7127] predictions:    9760/  10000 (97.60%), best:    9798/10000 (97.98%), error:       792.72485, best error:       683.42230 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 155.9214324951s, input_fired_time: 1.9645483494, output_fired_time: 1.9256693125, propagate_forward_time: 50.1190681458, propagate_backward_time: 98.4241409302, weight_update_time: 0.1355774552, other_time: 3.4879989624
epoch time: 14.7341146469s, input_fired_time: 0.1216950864, output_fired_time: 0.0000000000, propagate_forward_time: 13.0689582825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5434608459
validation[          , genome  7127] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       768.75177, best error:       683.42230 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 164.5427246094s, input_fired_time: 1.0537797213, output_fired_time: 2.0229628086, propagate_forward_time: 60.3925743103, propagate_backward_time: 95.7018890381, weight_update_time: 0.1273034811, other_time: 5.3715057373
epoch time: 12.1562728882s, input_fired_time: 0.1162575111, output_fired_time: 0.0000000000, propagate_forward_time: 11.5152177811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5247974396
validation[          , genome  7127] predictions:    9770/  10000 (97.70%), best:    9798/10000 (97.98%), error:       779.62109, best error:       683.42230 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 157.3368682861s, input_fired_time: 1.0576415062, output_fired_time: 0.8556538820, propagate_forward_time: 54.6415863037, propagate_backward_time: 98.3433990479, weight_update_time: 0.2429389358, other_time: 2.4385833740
epoch time: 12.7060518265s, input_fired_time: 0.1202205122, output_fired_time: 0.0000000000, propagate_forward_time: 12.1369857788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488458633
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       900.27533, best error:       683.42230 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 166.5343322754s, input_fired_time: 2.1025750637, output_fired_time: 3.0114355087, propagate_forward_time: 55.0072593689, propagate_backward_time: 96.6007308960, weight_update_time: 0.1529244781, other_time: 9.8123397827
epoch time: 10.8748502731s, input_fired_time: 0.1132290810, output_fired_time: 0.0000000000, propagate_forward_time: 9.3629360199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3986854553
validation[          , genome  7127] predictions:    9763/  10000 (97.63%), best:    9798/10000 (97.98%), error:       807.08618, best error:       683.42230 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 175.0235748291s, input_fired_time: 1.2840179205, output_fired_time: 1.0126343966, propagate_forward_time: 61.3870964050, propagate_backward_time: 106.6424942017, weight_update_time: 0.1233627871, other_time: 4.6973342896
epoch time: 13.8761749268s, input_fired_time: 0.1170238331, output_fired_time: 0.0000000000, propagate_forward_time: 11.4644927979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2946586609
validation[          , genome  7127] predictions:    9778/  10000 (97.78%), best:    9798/10000 (97.98%), error:       755.81927, best error:       683.42230 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 173.3395996094s, input_fired_time: 1.0055304766, output_fired_time: 1.8412020206, propagate_forward_time: 67.2894973755, propagate_backward_time: 99.8689041138, weight_update_time: 0.1252330393, other_time: 3.3344726563
epoch time: 16.0564193726s, input_fired_time: 0.1454895735, output_fired_time: 0.0000000000, propagate_forward_time: 15.4041299820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067996979
validation[          , genome  7127] predictions:    9685/  10000 (96.85%), best:    9798/10000 (97.98%), error:      1064.56897, best error:       683.42230 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 182.3618011475s, input_fired_time: 4.5013561249, output_fired_time: 2.1251513958, propagate_forward_time: 70.0580062866, propagate_backward_time: 102.1137466431, weight_update_time: 0.1261776537, other_time: 3.5635375977
epoch time: 13.7423095703s, input_fired_time: 0.1583034992, output_fired_time: 0.0000000000, propagate_forward_time: 13.1604452133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4235610962
validation[          , genome  7127] predictions:    9707/  10000 (97.07%), best:    9798/10000 (97.98%), error:       938.02771, best error:       683.42230 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 160.4810791016s, input_fired_time: 2.0559267998, output_fired_time: 1.7949228287, propagate_forward_time: 55.2286872864, propagate_backward_time: 96.9210128784, weight_update_time: 0.1210356876, other_time: 4.4805374146
epoch time: 11.4658727646s, input_fired_time: 0.1233846098, output_fired_time: 0.0000000000, propagate_forward_time: 9.8750181198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4674701691
validation[          , genome  7127] predictions:    9777/  10000 (97.77%), best:    9798/10000 (97.98%), error:       724.95966, best error:       683.42230 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 157.6626434326s, input_fired_time: 1.1040410995, output_fired_time: 2.8323795795, propagate_forward_time: 58.5838775635, propagate_backward_time: 91.7662429810, weight_update_time: 0.1271848232, other_time: 3.3761062622
epoch time: 12.4525499344s, input_fired_time: 0.1247873083, output_fired_time: 0.0000000000, propagate_forward_time: 10.8363943100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4913682938
validation[          , genome  7127] predictions:    9734/  10000 (97.34%), best:    9798/10000 (97.98%), error:       833.80786, best error:       683.42230 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 195.7109375000s, input_fired_time: 2.9846928120, output_fired_time: 1.0886050463, propagate_forward_time: 72.0627288818, propagate_backward_time: 114.6370391846, weight_update_time: 0.1332181692, other_time: 4.9378662109
epoch time: 17.0207023621s, input_fired_time: 0.1506788582, output_fired_time: 0.0000000000, propagate_forward_time: 16.3137321472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5562915802
validation[          , genome  7127] predictions:    9755/  10000 (97.55%), best:    9798/10000 (97.98%), error:       780.63422, best error:       683.42230 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 202.4852447510s, input_fired_time: 3.4880728722, output_fired_time: 2.0203118324, propagate_forward_time: 77.7925949097, propagate_backward_time: 111.8053970337, weight_update_time: 0.1268551350, other_time: 7.3788757324
epoch time: 15.2238540649s, input_fired_time: 1.1814694405, output_fired_time: 0.0000000000, propagate_forward_time: 12.2953519821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7470331192
validation[          , genome  7127] predictions:    9749/  10000 (97.49%), best:    9798/10000 (97.98%), error:       903.40918, best error:       683.42230 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 178.4283142090s, input_fired_time: 1.2068235874, output_fired_time: 2.9129939079, propagate_forward_time: 60.6222114563, propagate_backward_time: 108.6680374146, weight_update_time: 0.1280563623, other_time: 5.0182571411
epoch time: 12.9129905701s, input_fired_time: 0.1534988731, output_fired_time: 0.0000000000, propagate_forward_time: 12.3081302643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4513616562
validation[          , genome  7127] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       779.05688, best error:       683.42230 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 186.1028747559s, input_fired_time: 2.2408001423, output_fired_time: 0.9094864130, propagate_forward_time: 72.6384887695, propagate_backward_time: 106.7797927856, weight_update_time: 1.1608875990, other_time: 3.5343093872
epoch time: 16.3191528320s, input_fired_time: 2.2232344151, output_fired_time: 0.0000000000, propagate_forward_time: 12.7042903900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3916282654
validation[          , genome  7127] predictions:    9723/  10000 (97.23%), best:    9798/10000 (97.98%), error:       891.27142, best error:       683.42230 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 195.5262756348s, input_fired_time: 2.2050907612, output_fired_time: 1.0254245996, propagate_forward_time: 72.2688903809, propagate_backward_time: 115.4457168579, weight_update_time: 1.1258977652, other_time: 4.5811538696
epoch time: 14.2251625061s, input_fired_time: 0.1147450507, output_fired_time: 0.0000000000, propagate_forward_time: 13.6776952744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327220917
validation[          , genome  7127] predictions:    9788/  10000 (97.88%), best:    9798/10000 (97.98%), error:       689.76074, best error:       683.42230 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 175.8811645508s, input_fired_time: 1.1066173315, output_fired_time: 0.8715088367, propagate_forward_time: 61.7492485046, propagate_backward_time: 107.1536026001, weight_update_time: 0.1621082276, other_time: 5.0001907349
epoch time: 16.1656303406s, input_fired_time: 0.1204849109, output_fired_time: 0.0000000000, propagate_forward_time: 15.6465053558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3986396790
validation[          , genome  7127] predictions:    9735/  10000 (97.35%), best:    9798/10000 (97.98%), error:       909.53363, best error:       683.42230 on epoch:    65, 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: 65.7110824585s, input_fired_time: 1.7146970034, output_fired_time: 0.0000000000, propagate_forward_time: 58.0918693542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.9045143127
best training[          , genome  7127] predictions:   49730/  50000 (99.46%), best:    9798/10000 (97.98%), error:      1195.24573, best error:       683.42230 on epoch:    65, 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: 12.0524826050s, input_fired_time: 0.1091637611, output_fired_time: 0.0000000000, propagate_forward_time: 11.3470211029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962982178
   testing[          , genome  7127] predictions:    9819/  10000 (98.19%), best:    9798/10000 (97.98%), error:       617.35071, best error:       683.42230 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:06:34 (8148): called boinc_finish(0)

</stderr_txt>
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