Nameexact_genome_1512568488_43_6819_0
Workunit2605365
Created7 Dec 2017, 22:06:11 UTC
Sent7 Dec 2017, 22:14:16 UTC
Report deadline17 Dec 2017, 10:12:14 UTC
Received8 Dec 2017, 17:23:38 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 59 min 18 sec
CPU time4 hours 59 min 13 sec
Validate stateValid
Credit2,374.65
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.79 MB
Peak swap size152.56 MB
Peak disk usage1.23 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
563, weight_update_time: 0.1540382653, other_time: 2.8433914185
epoch time: 13.5401229858s, input_fired_time: 0.1470606476, output_fired_time: 0.0000000000, propagate_forward_time: 12.8817405701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113220215
validation[          , genome  6819] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:       991.06427, best error:       991.06427 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 164.6565551758s, input_fired_time: 1.3338094950, output_fired_time: 0.9740495086, propagate_forward_time: 64.4934387207, propagate_backward_time: 95.0125122070, weight_update_time: 0.1536528170, other_time: 2.8427429199
epoch time: 13.5712451935s, input_fired_time: 0.1460994631, output_fired_time: 0.0000000000, propagate_forward_time: 12.9183692932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067768097
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9700/10000 (97.00%), error:      1075.63586, best error:       991.06427 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 164.6173706055s, input_fired_time: 1.3327127695, output_fired_time: 0.9752029777, propagate_forward_time: 64.4414215088, propagate_backward_time: 95.0151596069, weight_update_time: 0.1537894607, other_time: 2.8528671265
epoch time: 13.5303802490s, input_fired_time: 0.1471453905, output_fired_time: 0.0000000000, propagate_forward_time: 12.8687591553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5144758224
validation[          , genome  6819] predictions:    9640/  10000 (96.40%), best:    9700/10000 (97.00%), error:      1161.26123, best error:       991.06427 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 164.7362213135s, input_fired_time: 1.3384593725, output_fired_time: 0.9747595787, propagate_forward_time: 64.4547729492, propagate_backward_time: 95.1136779785, weight_update_time: 0.1526699364, other_time: 2.8545532227
epoch time: 13.5262889862s, input_fired_time: 0.1462489814, output_fired_time: 0.0000000000, propagate_forward_time: 12.8774614334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025787354
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       930.22522, best error:       930.22522 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 164.5343780518s, input_fired_time: 1.3347724676, output_fired_time: 0.9775118232, propagate_forward_time: 64.4767456055, propagate_backward_time: 94.9455184937, weight_update_time: 0.1521051079, other_time: 2.7998275757
epoch time: 13.5731086731s, input_fired_time: 0.1471323371, output_fired_time: 0.0000000000, propagate_forward_time: 12.9195241928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5064525604
validation[          , genome  6819] predictions:    9682/  10000 (96.82%), best:    9730/10000 (97.30%), error:      1045.37134, best error:       930.22522 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 164.4896392822s, input_fired_time: 1.3334732056, output_fired_time: 0.9696492553, propagate_forward_time: 64.5225524902, propagate_backward_time: 94.8651428223, weight_update_time: 0.1522901654, other_time: 2.7988128662
epoch time: 13.4850778580s, input_fired_time: 0.1478622556, output_fired_time: 0.0000000000, propagate_forward_time: 12.8343524933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028629303
validation[          , genome  6819] predictions:    9630/  10000 (96.30%), best:    9730/10000 (97.30%), error:      1247.34827, best error:       930.22522 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 164.2121276855s, input_fired_time: 1.3353017569, output_fired_time: 0.9693726897, propagate_forward_time: 64.4031982422, propagate_backward_time: 94.7132110596, weight_update_time: 0.1524408758, other_time: 2.7910461426
epoch time: 13.5800447464s, input_fired_time: 0.1479769200, output_fired_time: 0.0000000000, propagate_forward_time: 12.9296903610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5023775101
validation[          , genome  6819] predictions:    9713/  10000 (97.13%), best:    9730/10000 (97.30%), error:       952.62494, best error:       930.22522 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 163.8177947998s, input_fired_time: 1.3308585882, output_fired_time: 0.9651975632, propagate_forward_time: 64.2713623047, propagate_backward_time: 94.4771804810, weight_update_time: 0.1514130384, other_time: 2.7732009888
epoch time: 13.5589523315s, input_fired_time: 0.1463407278, output_fired_time: 0.0000000000, propagate_forward_time: 12.9104938507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021181107
validation[          , genome  6819] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       887.97858, best error:       887.97858 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 163.9313964844s, input_fired_time: 1.3315310478, output_fired_time: 0.9622440338, propagate_forward_time: 64.3889846802, propagate_backward_time: 94.4785995483, weight_update_time: 0.1515967548, other_time: 2.7700347900
epoch time: 13.0788326263s, input_fired_time: 0.1431662440, output_fired_time: 0.0000000000, propagate_forward_time: 12.4474401474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4882259369
validation[          , genome  6819] predictions:    9724/  10000 (97.24%), best:    9736/10000 (97.36%), error:       906.45978, best error:       887.97858 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 162.6750335693s, input_fired_time: 1.3222153187, output_fired_time: 0.9576390982, propagate_forward_time: 63.8014678955, propagate_backward_time: 93.8220291138, weight_update_time: 0.1505932808, other_time: 2.7716751099
epoch time: 13.5038948059s, input_fired_time: 0.1460983902, output_fired_time: 0.0000000000, propagate_forward_time: 12.8588905334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989061356
validation[          , genome  6819] predictions:    9706/  10000 (97.06%), best:    9736/10000 (97.36%), error:       965.29279, best error:       887.97858 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 162.7222747803s, input_fired_time: 1.3271446228, output_fired_time: 0.9628219604, propagate_forward_time: 63.8372879028, propagate_backward_time: 93.8280868530, weight_update_time: 0.1501666754, other_time: 2.7669372559
epoch time: 13.0334138870s, input_fired_time: 0.1432417035, output_fired_time: 0.0000000000, propagate_forward_time: 12.3981351852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4920368195
validation[          , genome  6819] predictions:    9728/  10000 (97.28%), best:    9736/10000 (97.36%), error:       901.79706, best error:       887.97858 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 164.2023162842s, input_fired_time: 1.3356827497, output_fired_time: 0.9733355641, propagate_forward_time: 64.2839889526, propagate_backward_time: 94.8244705200, weight_update_time: 0.1527668238, other_time: 2.7848358154
epoch time: 13.5188436508s, input_fired_time: 0.1476952881, output_fired_time: 0.0000000000, propagate_forward_time: 12.8677816391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033664703
validation[          , genome  6819] predictions:    9714/  10000 (97.14%), best:    9736/10000 (97.36%), error:       945.38275, best error:       887.97858 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 160.2527770996s, input_fired_time: 1.3192256689, output_fired_time: 0.9547892809, propagate_forward_time: 62.8461151123, propagate_backward_time: 92.3822937012, weight_update_time: 0.1490361989, other_time: 2.7503509521
epoch time: 13.4086904526s, input_fired_time: 0.1472404450, output_fired_time: 0.0000000000, propagate_forward_time: 12.7587184906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027313232
validation[          , genome  6819] predictions:    9680/  10000 (96.80%), best:    9736/10000 (97.36%), error:      1044.35095, best error:       887.97858 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 163.2233581543s, input_fired_time: 1.3331370354, output_fired_time: 0.9652278423, propagate_forward_time: 63.9020805359, propagate_backward_time: 94.2302703857, weight_update_time: 0.1519442201, other_time: 2.7926483154
epoch time: 13.5706624985s, input_fired_time: 0.1480670571, output_fired_time: 0.0000000000, propagate_forward_time: 12.9240713120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985237122
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9736/10000 (97.36%), error:       978.05603, best error:       887.97858 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 164.8578338623s, input_fired_time: 1.3405539989, output_fired_time: 0.9715460539, propagate_forward_time: 64.6287536621, propagate_backward_time: 95.1489486694, weight_update_time: 0.1527434438, other_time: 2.7680282593
epoch time: 13.5784473419s, input_fired_time: 0.1487898082, output_fired_time: 0.0000000000, propagate_forward_time: 12.9297208786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999370575
validation[          , genome  6819] predictions:    9733/  10000 (97.33%), best:    9736/10000 (97.36%), error:       961.08313, best error:       887.97858 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 164.9471282959s, input_fired_time: 1.3426240683, output_fired_time: 0.9759972692, propagate_forward_time: 64.6566009521, propagate_backward_time: 95.1952590942, weight_update_time: 0.1531151086, other_time: 2.7766494751
epoch time: 13.5474424362s, input_fired_time: 0.1484957039, output_fired_time: 0.0000000000, propagate_forward_time: 12.9058609009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4930858612
validation[          , genome  6819] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       884.24670, best error:       884.24670 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 164.2529907227s, input_fired_time: 1.3410181999, output_fired_time: 0.9766481519, propagate_forward_time: 64.3640594482, propagate_backward_time: 94.7985229492, weight_update_time: 0.1527917534, other_time: 2.7727355957
epoch time: 13.5276737213s, input_fired_time: 0.1477205008, output_fired_time: 0.0000000000, propagate_forward_time: 12.8787097931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012435913
validation[          , genome  6819] predictions:    9725/  10000 (97.25%), best:    9749/10000 (97.49%), error:       962.22461, best error:       884.24670 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.4286499023s, input_fired_time: 1.3403825760, output_fired_time: 0.9673999548, propagate_forward_time: 64.4465255737, propagate_backward_time: 94.8989181519, weight_update_time: 0.1530590057, other_time: 2.7754211426
epoch time: 13.5880594254s, input_fired_time: 0.1488972604, output_fired_time: 0.0000000000, propagate_forward_time: 12.9380645752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010976791
validation[          , genome  6819] predictions:    9705/  10000 (97.05%), best:    9749/10000 (97.49%), error:       974.34296, best error:       884.24670 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 164.8075103760s, input_fired_time: 1.3500262499, output_fired_time: 0.9764672518, propagate_forward_time: 64.5800094604, propagate_backward_time: 95.1055450439, weight_update_time: 0.1526661068, other_time: 2.7954635620
epoch time: 13.5444679260s, input_fired_time: 0.1490583122, output_fired_time: 0.0000000000, propagate_forward_time: 12.8925352097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028743744
validation[          , genome  6819] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:      1010.12250, best error:       884.24670 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 163.9973602295s, input_fired_time: 1.3462722301, output_fired_time: 0.9745023251, propagate_forward_time: 64.2918167114, propagate_backward_time: 94.5896530151, weight_update_time: 0.1515608132, other_time: 2.7951202393
epoch time: 13.5752363205s, input_fired_time: 0.1492999345, output_fired_time: 0.0000000000, propagate_forward_time: 12.9227714539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031652451
validation[          , genome  6819] predictions:    9672/  10000 (96.72%), best:    9749/10000 (97.49%), error:      1023.58008, best error:       884.24670 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 164.0760498047s, input_fired_time: 1.3429979086, output_fired_time: 0.9677340388, propagate_forward_time: 64.3755340576, propagate_backward_time: 94.6119918823, weight_update_time: 0.1516737789, other_time: 2.7777938843
epoch time: 13.5170774460s, input_fired_time: 0.1496536136, output_fired_time: 0.0000000000, propagate_forward_time: 12.8674325943, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4999914169
validation[          , genome  6819] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       889.77319, best error:       884.24670 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 164.4785614014s, input_fired_time: 1.3476430178, output_fired_time: 0.9737612009, propagate_forward_time: 64.4915771484, propagate_backward_time: 94.8706588745, weight_update_time: 0.1519926339, other_time: 2.7949295044
epoch time: 13.5843467712s, input_fired_time: 0.1494441926, output_fired_time: 0.0000000000, propagate_forward_time: 12.9302539825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5046482086
validation[          , genome  6819] predictions:    9713/  10000 (97.13%), best:    9749/10000 (97.49%), error:       945.97522, best error:       884.24670 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 164.4563446045s, input_fired_time: 1.3489267826, output_fired_time: 0.9662393332, propagate_forward_time: 64.5741119385, propagate_backward_time: 94.7786636353, weight_update_time: 0.1524997950, other_time: 2.7884140015
epoch time: 13.5736322403s, input_fired_time: 0.1487732977, output_fired_time: 0.0000000000, propagate_forward_time: 12.9245977402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002613068
validation[          , genome  6819] predictions:    9711/  10000 (97.11%), best:    9749/10000 (97.49%), error:       963.01324, best error:       884.24670 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 164.5237274170s, input_fired_time: 1.3462297916, output_fired_time: 0.9711744785, propagate_forward_time: 64.5598526001, propagate_backward_time: 94.8714523315, weight_update_time: 0.1520475447, other_time: 2.7750091553
epoch time: 13.5232934952s, input_fired_time: 0.1495521367, output_fired_time: 0.0000000000, propagate_forward_time: 12.8754920959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982490540
validation[          , genome  6819] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       870.25507, best error:       870.25507 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 164.6630096436s, input_fired_time: 1.3539170027, output_fired_time: 0.9811300039, propagate_forward_time: 64.4919433594, propagate_backward_time: 95.0533142090, weight_update_time: 0.1529145986, other_time: 2.7827148438
epoch time: 13.5844707489s, input_fired_time: 0.1492708921, output_fired_time: 0.0000000000, propagate_forward_time: 12.9353361130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998636246
validation[          , genome  6819] predictions:    9727/  10000 (97.27%), best:    9733/10000 (97.33%), error:       889.60913, best error:       870.25507 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 164.1508941650s, input_fired_time: 1.3446917534, output_fired_time: 0.9692910910, propagate_forward_time: 64.3516006470, propagate_backward_time: 94.7055587769, weight_update_time: 0.1517283320, other_time: 2.7797546387
epoch time: 13.5149354935s, input_fired_time: 0.1491127163, output_fired_time: 0.0000000000, propagate_forward_time: 12.8663406372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994821548
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9733/10000 (97.33%), error:       924.53436, best error:       870.25507 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 163.7200469971s, input_fired_time: 1.3460662365, output_fired_time: 0.9667930007, propagate_forward_time: 64.2653732300, propagate_backward_time: 94.3721389771, weight_update_time: 0.1513250172, other_time: 2.7696685791
epoch time: 13.3376197815s, input_fired_time: 0.1493117511, output_fired_time: 0.0000000000, propagate_forward_time: 12.6932067871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951009750
validation[          , genome  6819] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       787.06848, best error:       787.06848 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 163.6828308105s, input_fired_time: 1.3471479416, output_fired_time: 0.9632004499, propagate_forward_time: 64.1216506958, propagate_backward_time: 94.4682693481, weight_update_time: 0.1512441635, other_time: 2.7825622559
epoch time: 13.5382719040s, input_fired_time: 0.1504499167, output_fired_time: 0.0000000000, propagate_forward_time: 12.8865919113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5012302399
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       846.99115, best error:       787.06848 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 162.5550231934s, input_fired_time: 1.3422051668, output_fired_time: 0.9624568224, propagate_forward_time: 63.7140502930, propagate_backward_time: 93.7668685913, weight_update_time: 0.1507217288, other_time: 2.7694320679
epoch time: 13.5581836700s, input_fired_time: 0.1504298896, output_fired_time: 0.0000000000, propagate_forward_time: 12.9053077698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024461746
validation[          , genome  6819] predictions:    9722/  10000 (97.22%), best:    9758/10000 (97.58%), error:       903.56171, best error:       787.06848 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 164.7217712402s, input_fired_time: 1.3544554710, output_fired_time: 0.9778031707, propagate_forward_time: 64.4727249146, propagate_backward_time: 95.1396331787, weight_update_time: 0.1529047489, other_time: 2.7771530151
epoch time: 13.5668697357s, input_fired_time: 0.1507326961, output_fired_time: 0.0000000000, propagate_forward_time: 12.9140644073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020723343
validation[          , genome  6819] predictions:    9720/  10000 (97.20%), best:    9758/10000 (97.58%), error:       913.71869, best error:       787.06848 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 163.0365447998s, input_fired_time: 1.3444331884, output_fired_time: 0.9612450004, propagate_forward_time: 63.9540748596, propagate_backward_time: 93.9982452393, weight_update_time: 0.1508559585, other_time: 2.7785491943
epoch time: 13.5065670013s, input_fired_time: 0.1502600163, output_fired_time: 0.0000000000, propagate_forward_time: 12.8526315689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5036754608
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9758/10000 (97.58%), error:       948.69659, best error:       787.06848 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 164.3175354004s, input_fired_time: 1.3584272861, output_fired_time: 0.9785143137, propagate_forward_time: 64.3208541870, propagate_backward_time: 94.8634262085, weight_update_time: 0.1527818590, other_time: 2.7963104248
epoch time: 13.5255517960s, input_fired_time: 0.1501343399, output_fired_time: 0.0000000000, propagate_forward_time: 12.8810482025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4943695068
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9758/10000 (97.58%), error:      1011.54303, best error:       787.06848 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 164.3157958984s, input_fired_time: 1.3546873331, output_fired_time: 0.9701058865, propagate_forward_time: 64.4066925049, propagate_backward_time: 94.7919769287, weight_update_time: 0.1529235542, other_time: 2.7923278809
epoch time: 13.5760555267s, input_fired_time: 0.1518727839, output_fired_time: 0.0000000000, propagate_forward_time: 12.9192647934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049180984
validation[          , genome  6819] predictions:    9761/  10000 (97.61%), best:    9758/10000 (97.58%), error:       803.91223, best error:       787.06848 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 164.7916259766s, input_fired_time: 1.3575702906, output_fired_time: 0.9719251394, propagate_forward_time: 64.6115722656, propagate_backward_time: 95.0634613037, weight_update_time: 0.1518957913, other_time: 2.7870941162
epoch time: 13.5528936386s, input_fired_time: 0.1510184705, output_fired_time: 0.0000000000, propagate_forward_time: 12.9083175659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935579300
validation[          , genome  6819] predictions:    9676/  10000 (96.76%), best:    9758/10000 (97.58%), error:      1097.75903, best error:       787.06848 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 164.7352294922s, input_fired_time: 1.3603912592, output_fired_time: 0.9742668271, propagate_forward_time: 64.6457290649, propagate_backward_time: 94.9529113770, weight_update_time: 0.1521305293, other_time: 2.8019180298
epoch time: 13.4897871017s, input_fired_time: 0.1510526091, output_fired_time: 0.0000000000, propagate_forward_time: 12.8374118805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013227463
validation[          , genome  6819] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       819.31165, best error:       787.06848 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 164.7730712891s, input_fired_time: 1.3584228754, output_fired_time: 0.9687912464, propagate_forward_time: 64.5793609619, propagate_backward_time: 95.0739288330, weight_update_time: 0.1536077857, other_time: 2.7925567627
epoch time: 13.6006746292s, input_fired_time: 0.1524616927, output_fired_time: 0.0000000000, propagate_forward_time: 12.9421892166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060234070
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       858.04309, best error:       787.06848 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 165.0329437256s, input_fired_time: 1.3648021221, output_fired_time: 0.9826907516, propagate_forward_time: 64.6373138428, propagate_backward_time: 95.2443923950, weight_update_time: 0.1532798409, other_time: 2.8037338257
epoch time: 13.5159673691s, input_fired_time: 0.1522344649, output_fired_time: 0.0000000000, propagate_forward_time: 12.8614721298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022611618
validation[          , genome  6819] predictions:    9774/  10000 (97.74%), best:    9758/10000 (97.58%), error:       792.53516, best error:       787.06848 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 164.5268554688s, input_fired_time: 1.3637909889, output_fired_time: 0.9747933149, propagate_forward_time: 64.4657592773, propagate_backward_time: 94.9239730835, weight_update_time: 0.1522389054, other_time: 2.7985458374
epoch time: 13.4631414413s, input_fired_time: 0.1515952796, output_fired_time: 0.0000000000, propagate_forward_time: 12.8072090149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043373108
validation[          , genome  6819] predictions:    9700/  10000 (97.00%), best:    9758/10000 (97.58%), error:       985.47107, best error:       787.06848 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 164.3299407959s, input_fired_time: 1.3615896702, output_fired_time: 0.9733818173, propagate_forward_time: 64.3151855469, propagate_backward_time: 94.8317031860, weight_update_time: 0.1526126713, other_time: 2.8480758667
epoch time: 13.5250635147s, input_fired_time: 0.1523749679, output_fired_time: 0.0000000000, propagate_forward_time: 12.8723068237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003814697
validation[          , genome  6819] predictions:    9781/  10000 (97.81%), best:    9781/10000 (97.81%), error:       766.92371, best error:       766.92371 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 164.5472412109s, input_fired_time: 1.3603270054, output_fired_time: 0.9707869887, propagate_forward_time: 64.5021057129, propagate_backward_time: 94.9195327759, weight_update_time: 0.1532722116, other_time: 2.7945022583
epoch time: 13.5748567581s, input_fired_time: 0.1518015563, output_fired_time: 0.0000000000, propagate_forward_time: 12.9197187424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5033369064
validation[          , genome  6819] predictions:    9765/  10000 (97.65%), best:    9781/10000 (97.81%), error:       814.71631, best error:       766.92371 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 164.6951446533s, input_fired_time: 1.3626201153, output_fired_time: 0.9731852412, propagate_forward_time: 64.5593032837, propagate_backward_time: 95.0046539307, weight_update_time: 0.1532120854, other_time: 2.7953720093
epoch time: 13.4581956863s, input_fired_time: 0.1511832327, output_fired_time: 0.0000000000, propagate_forward_time: 12.8085975647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4984149933
validation[          , genome  6819] predictions:    9686/  10000 (96.86%), best:    9781/10000 (97.81%), error:       990.03113, best error:       766.92371 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 164.6167602539s, input_fired_time: 1.3630744219, output_fired_time: 0.9746963382, propagate_forward_time: 64.4945373535, propagate_backward_time: 94.9937057495, weight_update_time: 0.1533035189, other_time: 2.7907485962
epoch time: 13.6055345535s, input_fired_time: 0.1525994688, output_fired_time: 0.0000000000, propagate_forward_time: 12.9472599030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056753159
validation[          , genome  6819] predictions:    9730/  10000 (97.30%), best:    9781/10000 (97.81%), error:       858.51416, best error:       766.92371 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 164.9363098145s, input_fired_time: 1.3666377068, output_fired_time: 0.9766109586, propagate_forward_time: 64.6909484863, propagate_backward_time: 95.1113662720, weight_update_time: 0.1530433744, other_time: 2.7907485962
epoch time: 13.5431690216s, input_fired_time: 0.1515265256, output_fired_time: 0.0000000000, propagate_forward_time: 12.8909273148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007152557
validation[          , genome  6819] predictions:    9710/  10000 (97.10%), best:    9781/10000 (97.81%), error:       964.70453, best error:       766.92371 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 164.7371520996s, input_fired_time: 1.3647636175, output_fired_time: 0.9715400934, propagate_forward_time: 64.6050796509, propagate_backward_time: 95.0138473511, weight_update_time: 0.1527646631, other_time: 2.7819213867
epoch time: 13.5950231552s, input_fired_time: 0.1533596218, output_fired_time: 0.0000000000, propagate_forward_time: 12.9377326965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039310455
validation[          , genome  6819] predictions:    9741/  10000 (97.41%), best:    9781/10000 (97.81%), error:       826.74097, best error:       766.92371 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 164.7126159668s, input_fired_time: 1.3633677959, output_fired_time: 0.9716842771, propagate_forward_time: 64.6013641357, propagate_backward_time: 94.9829635620, weight_update_time: 0.1525786668, other_time: 2.7932357788
epoch time: 13.5858182907s, input_fired_time: 0.1523283571, output_fired_time: 0.0000000000, propagate_forward_time: 12.9327268600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007629395
validation[          , genome  6819] predictions:    9761/  10000 (97.61%), best:    9781/10000 (97.81%), error:       793.23950, best error:       766.92371 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 164.6873626709s, input_fired_time: 1.3658403158, output_fired_time: 0.9762440324, propagate_forward_time: 64.5397796631, propagate_backward_time: 95.0241775513, weight_update_time: 0.1522088349, other_time: 2.7813186646
epoch time: 13.5052938461s, input_fired_time: 0.1516380757, output_fired_time: 0.0000000000, propagate_forward_time: 12.8562469482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4974088669
validation[          , genome  6819] predictions:    9744/  10000 (97.44%), best:    9781/10000 (97.81%), error:       845.88501, best error:       766.92371 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 164.2383270264s, input_fired_time: 1.3605142832, output_fired_time: 0.9639096260, propagate_forward_time: 64.4170150757, propagate_backward_time: 94.7317962646, weight_update_time: 0.1526213139, other_time: 2.7650833130
epoch time: 13.6050958633s, input_fired_time: 0.1525826901, output_fired_time: 0.0000000000, propagate_forward_time: 12.9519939423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005187988
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9781/10000 (97.81%), error:       872.85498, best error:       766.92371 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 164.8521881104s, input_fired_time: 1.3700635433, output_fired_time: 0.9732928276, propagate_forward_time: 64.5850219727, propagate_backward_time: 95.1306076050, weight_update_time: 0.1525734067, other_time: 2.7932052612
epoch time: 13.5968856812s, input_fired_time: 0.1548887789, output_fired_time: 0.0000000000, propagate_forward_time: 12.9347534180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072431564
validation[          , genome  6819] predictions:    9746/  10000 (97.46%), best:    9781/10000 (97.81%), error:       820.01721, best error:       766.92371 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 164.3793945312s, input_fired_time: 1.3755456209, output_fired_time: 0.9746366739, propagate_forward_time: 64.4543991089, propagate_backward_time: 94.7922210693, weight_update_time: 0.1519226283, other_time: 2.7825851440
epoch time: 13.6026706696s, input_fired_time: 0.1546366662, output_fired_time: 0.0000000000, propagate_forward_time: 12.9484243393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996099472
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9781/10000 (97.81%), error:       851.99481, best error:       766.92371 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 164.5641784668s, input_fired_time: 1.3713119030, output_fired_time: 0.9739623070, propagate_forward_time: 64.5107574463, propagate_backward_time: 94.9167861938, weight_update_time: 0.1519801021, other_time: 2.7913589478
epoch time: 13.5800724030s, input_fired_time: 0.1536390036, output_fired_time: 0.0000000000, propagate_forward_time: 12.9256849289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007486343
validation[          , genome  6819] predictions:    9675/  10000 (96.75%), best:    9781/10000 (97.81%), error:      1010.03821, best error:       766.92371 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 160.5725555420s, input_fired_time: 1.3493635654, output_fired_time: 0.9544577599, propagate_forward_time: 62.9093360901, propagate_backward_time: 92.6044311523, weight_update_time: 0.1496887058, other_time: 2.7549743652
epoch time: 13.5735177994s, input_fired_time: 0.1538805813, output_fired_time: 0.0000000000, propagate_forward_time: 12.9158220291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038156509
validation[          , genome  6819] predictions:    9631/  10000 (96.31%), best:    9781/10000 (97.81%), error:      1185.72937, best error:       766.92371 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 162.7531127930s, input_fired_time: 1.3605287075, output_fired_time: 0.9645995498, propagate_forward_time: 63.7628402710, propagate_backward_time: 93.8974838257, weight_update_time: 0.1507735997, other_time: 2.7676544189
epoch time: 13.5756568909s, input_fired_time: 0.1538376361, output_fired_time: 0.0000000000, propagate_forward_time: 12.9229278564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988918304
validation[          , genome  6819] predictions:    9723/  10000 (97.23%), best:    9781/10000 (97.81%), error:       927.06842, best error:       766.92371 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 164.4668579102s, input_fired_time: 1.3707934618, output_fired_time: 0.9755187631, propagate_forward_time: 64.3973617554, propagate_backward_time: 94.9513015747, weight_update_time: 0.1522719264, other_time: 2.7718811035
epoch time: 13.5828275681s, input_fired_time: 0.1547198892, output_fired_time: 0.0000000000, propagate_forward_time: 12.9255552292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025520325
validation[          , genome  6819] predictions:    9688/  10000 (96.88%), best:    9781/10000 (97.81%), error:      1024.50183, best error:       766.92371 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 161.7217712402s, input_fired_time: 1.3598766327, output_fired_time: 0.9571497440, propagate_forward_time: 63.4722404480, propagate_backward_time: 93.1703872681, weight_update_time: 0.1498384774, other_time: 2.7621078491
epoch time: 12.4789304733s, input_fired_time: 0.1443178207, output_fired_time: 0.0000000000, propagate_forward_time: 11.8558473587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4787654877
validation[          , genome  6819] predictions:    9729/  10000 (97.29%), best:    9781/10000 (97.81%), error:       874.31616, best error:       766.92371 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 161.4655456543s, input_fired_time: 1.3538504839, output_fired_time: 0.9559601545, propagate_forward_time: 63.2401313782, propagate_backward_time: 93.1533508301, weight_update_time: 0.1492272019, other_time: 2.7622528076
epoch time: 13.5675592422s, input_fired_time: 0.1542327702, output_fired_time: 0.0000000000, propagate_forward_time: 12.9113435745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5019826889
validation[          , genome  6819] predictions:    9740/  10000 (97.40%), best:    9781/10000 (97.81%), error:       900.11182, best error:       766.92371 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 164.8433685303s, input_fired_time: 1.3757520914, output_fired_time: 0.9783657193, propagate_forward_time: 64.5228500366, propagate_backward_time: 95.1725616455, weight_update_time: 0.1532750577, other_time: 2.7938461304
epoch time: 13.5231075287s, input_fired_time: 0.1546819806, output_fired_time: 0.0000000000, propagate_forward_time: 12.8663892746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020360947
validation[          , genome  6819] predictions:    9768/  10000 (97.68%), best:    9781/10000 (97.81%), error:       778.59998, best error:       766.92371 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 163.5333099365s, input_fired_time: 1.3741254807, output_fired_time: 0.9732388854, propagate_forward_time: 64.0211868286, propagate_backward_time: 94.3769912720, weight_update_time: 0.1519802213, other_time: 2.7877655029
epoch time: 13.2342996597s, input_fired_time: 0.1520592421, output_fired_time: 0.0000000000, propagate_forward_time: 12.5899324417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923076630
validation[          , genome  6819] predictions:    9757/  10000 (97.57%), best:    9781/10000 (97.81%), error:       809.47711, best error:       766.92371 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 162.2919616699s, input_fired_time: 1.3635855913, output_fired_time: 0.9615027308, propagate_forward_time: 63.6803550720, propagate_backward_time: 93.5215759277, weight_update_time: 0.1502405554, other_time: 2.7649383545
epoch time: 13.3704156876s, input_fired_time: 0.1538496166, output_fired_time: 0.0000000000, propagate_forward_time: 12.7171335220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994325638
validation[          , genome  6819] predictions:    9698/  10000 (96.98%), best:    9781/10000 (97.81%), error:       987.75964, best error:       766.92371 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 163.9562225342s, input_fired_time: 1.3676956892, output_fired_time: 0.9718254209, propagate_forward_time: 64.1527633667, propagate_backward_time: 94.6895370483, weight_update_time: 0.1525189430, other_time: 2.7743988037
epoch time: 13.5255861282s, input_fired_time: 0.1544245183, output_fired_time: 0.0000000000, propagate_forward_time: 12.8694601059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017013550
validation[          , genome  6819] predictions:    9755/  10000 (97.55%), best:    9781/10000 (97.81%), error:       805.60480, best error:       766.92371 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 163.1027832031s, input_fired_time: 1.3666479588, output_fired_time: 0.9669020772, propagate_forward_time: 63.8449974060, propagate_backward_time: 94.1495666504, weight_update_time: 0.1508447379, other_time: 2.7746582031
epoch time: 10.1454353333s, input_fired_time: 0.1283883154, output_fired_time: 0.0000000000, propagate_forward_time: 9.5878391266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4292078018
validation[          , genome  6819] predictions:    9714/  10000 (97.14%), best:    9781/10000 (97.81%), error:       954.75470, best error:       766.92371 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 161.3363952637s, input_fired_time: 1.3607562780, output_fired_time: 0.9621645212, propagate_forward_time: 63.1431274414, propagate_backward_time: 93.1114044189, weight_update_time: 0.1499611139, other_time: 2.7589416504
epoch time: 13.0278320312s, input_fired_time: 0.1503766626, output_fired_time: 0.0000000000, propagate_forward_time: 12.3889818192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4884738922
validation[          , genome  6819] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       745.37439, best error:       745.37439 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 157.9950561523s, input_fired_time: 1.3448705673, output_fired_time: 0.9401739240, propagate_forward_time: 61.8498229980, propagate_backward_time: 91.1317977905, weight_update_time: 0.1472707689, other_time: 2.7284011841
epoch time: 13.5496559143s, input_fired_time: 0.1556130499, output_fired_time: 0.0000000000, propagate_forward_time: 12.8939132690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001296997
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9770/10000 (97.70%), error:       798.22980, best error:       745.37439 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 160.7408294678s, input_fired_time: 1.3584679365, output_fired_time: 0.9538802505, propagate_forward_time: 63.0725555420, propagate_backward_time: 92.6047210693, weight_update_time: 0.1491755992, other_time: 2.7512054443
epoch time: 13.5564250946s, input_fired_time: 0.1559446007, output_fired_time: 0.0000000000, propagate_forward_time: 12.9059009552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4945793152
validation[          , genome  6819] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       789.37726, best error:       745.37439 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 164.8082122803s, input_fired_time: 1.3840228319, output_fired_time: 0.9753752947, propagate_forward_time: 64.6113586426, propagate_backward_time: 95.0511016846, weight_update_time: 0.1528020948, other_time: 2.7863616943
epoch time: 13.5581035614s, input_fired_time: 0.1561301351, output_fired_time: 0.0000000000, propagate_forward_time: 12.9050216675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969520569
validation[          , genome  6819] predictions:    9706/  10000 (97.06%), best:    9770/10000 (97.70%), error:       956.36621, best error:       745.37439 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 164.8255157471s, input_fired_time: 1.3803576231, output_fired_time: 0.9737750292, propagate_forward_time: 64.6581268311, propagate_backward_time: 95.0336151123, weight_update_time: 0.1520639807, other_time: 2.7796478271
epoch time: 13.5371093750s, input_fired_time: 0.1563034803, output_fired_time: 0.0000000000, propagate_forward_time: 12.8809394836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998664856
validation[          , genome  6819] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       795.53851, best error:       745.37439 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 163.5671691895s, input_fired_time: 1.3755826950, output_fired_time: 0.9692978263, propagate_forward_time: 64.0834960938, propagate_backward_time: 94.3588485718, weight_update_time: 0.1514778435, other_time: 2.7799453735
epoch time: 13.6039752960s, input_fired_time: 0.1563220769, output_fired_time: 0.0000000000, propagate_forward_time: 12.9437093735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039434433
validation[          , genome  6819] predictions:    9756/  10000 (97.56%), best:    9770/10000 (97.70%), error:       844.27692, best error:       745.37439 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 164.6466674805s, input_fired_time: 1.3798974752, output_fired_time: 0.9674604535, propagate_forward_time: 64.5835647583, propagate_backward_time: 94.9267349243, weight_update_time: 0.1521481425, other_time: 2.7890167236
epoch time: 13.6687269211s, input_fired_time: 0.1587400287, output_fired_time: 0.0000000000, propagate_forward_time: 13.0022783279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077085495
validation[          , genome  6819] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       816.26532, best error:       745.37439 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 164.9541778564s, input_fired_time: 1.3864713907, output_fired_time: 0.9770015478, propagate_forward_time: 64.6155014038, propagate_backward_time: 95.1989135742, weight_update_time: 0.1529995352, other_time: 2.7762832642
epoch time: 13.5943746567s, input_fired_time: 0.1571940929, output_fired_time: 0.0000000000, propagate_forward_time: 12.9341287613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030517578
validation[          , genome  6819] predictions:    9723/  10000 (97.23%), best:    9770/10000 (97.70%), error:       870.38690, best error:       745.37439 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 164.1795806885s, input_fired_time: 1.3850395679, output_fired_time: 0.9767986536, propagate_forward_time: 64.3132629395, propagate_backward_time: 94.7249526978, weight_update_time: 0.1524882168, other_time: 2.7795333862
epoch time: 13.2233076096s, input_fired_time: 0.1545200497, output_fired_time: 0.0000000000, propagate_forward_time: 12.5723562241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964313507
validation[          , genome  6819] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       739.43555, best error:       739.43555 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 164.4207916260s, input_fired_time: 1.3825730085, output_fired_time: 0.9721171856, propagate_forward_time: 64.4280853271, propagate_backward_time: 94.8481216431, weight_update_time: 0.1573359668, other_time: 2.7898941040
epoch time: 13.6000099182s, input_fired_time: 0.1563771367, output_fired_time: 0.0000000000, propagate_forward_time: 12.9398107529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038223267
validation[          , genome  6819] predictions:    9626/  10000 (96.26%), best:    9766/10000 (97.66%), error:      1228.71411, best error:       739.43555 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 163.5499572754s, input_fired_time: 1.3753156662, output_fired_time: 0.9597151875, propagate_forward_time: 64.1341018677, propagate_backward_time: 94.3002243042, weight_update_time: 0.1513573080, other_time: 2.7805938721
epoch time: 13.4962863922s, input_fired_time: 0.1561563313, output_fired_time: 0.0000000000, propagate_forward_time: 12.8358898163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042400360
validation[          , genome  6819] predictions:    9773/  10000 (97.73%), best:    9766/10000 (97.66%), error:       750.78778, best error:       739.43555 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 163.7850646973s, input_fired_time: 1.3806573153, output_fired_time: 0.9660056829, propagate_forward_time: 64.1297378540, propagate_backward_time: 94.5188903809, weight_update_time: 0.1526030004, other_time: 2.7897720337
epoch time: 13.5441102982s, input_fired_time: 0.1570020914, output_fired_time: 0.0000000000, propagate_forward_time: 12.8852834702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5018243790
validation[          , genome  6819] predictions:    9717/  10000 (97.17%), best:    9766/10000 (97.66%), error:       952.59167, best error:       739.43555 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 164.7828369141s, input_fired_time: 1.3870861530, output_fired_time: 0.9746835828, propagate_forward_time: 64.5803146362, propagate_backward_time: 95.0414886475, weight_update_time: 0.1530364901, other_time: 2.7992630005
epoch time: 13.5873575211s, input_fired_time: 0.1581496447, output_fired_time: 0.0000000000, propagate_forward_time: 12.9223098755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068979263
validation[          , genome  6819] predictions:    9734/  10000 (97.34%), best:    9766/10000 (97.66%), error:       891.54236, best error:       739.43555 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 163.0592346191s, input_fired_time: 1.3811042309, output_fired_time: 0.9704797268, propagate_forward_time: 63.8064727783, propagate_backward_time: 94.1192398071, weight_update_time: 0.1513892710, other_time: 2.7819442749
epoch time: 13.4770507812s, input_fired_time: 0.1567237526, output_fired_time: 0.0000000000, propagate_forward_time: 12.8209924698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993343353
validation[          , genome  6819] predictions:    9701/  10000 (97.01%), best:    9766/10000 (97.66%), error:       965.64301, best error:       739.43555 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 164.1161804199s, input_fired_time: 1.3777632713, output_fired_time: 0.9514499307, propagate_forward_time: 64.4719543457, propagate_backward_time: 94.5245361328, weight_update_time: 0.1518213153, other_time: 2.7904815674
epoch time: 13.6057529449s, input_fired_time: 0.1586221904, output_fired_time: 0.0000000000, propagate_forward_time: 12.9436626434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034685135
validation[          , genome  6819] predictions:    9762/  10000 (97.62%), best:    9766/10000 (97.66%), error:       814.04504, best error:       739.43555 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 165.0380096436s, input_fired_time: 1.3987560272, output_fired_time: 0.9829292297, propagate_forward_time: 64.5507125854, propagate_backward_time: 95.2978668213, weight_update_time: 0.1535817385, other_time: 2.8077468872
epoch time: 13.5817117691s, input_fired_time: 0.1576274484, output_fired_time: 0.0000000000, propagate_forward_time: 12.9191637039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5049209595
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       857.98456, best error:       739.43555 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 163.8728637695s, input_fired_time: 1.3856880665, output_fired_time: 0.9826263785, propagate_forward_time: 64.1969451904, propagate_backward_time: 94.5241012573, weight_update_time: 0.1520072967, other_time: 2.7835159302
epoch time: 13.5521745682s, input_fired_time: 0.1571228206, output_fired_time: 0.0000000000, propagate_forward_time: 12.8924818039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025701523
validation[          , genome  6819] predictions:    9683/  10000 (96.83%), best:    9766/10000 (97.66%), error:      1135.78113, best error:       739.43555 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 157.7102661133s, input_fired_time: 1.3587037325, output_fired_time: 0.9373734593, propagate_forward_time: 61.8339920044, propagate_backward_time: 90.8537368774, weight_update_time: 0.1462216973, other_time: 2.7264556885
epoch time: 13.5114917755s, input_fired_time: 0.1573571563, output_fired_time: 0.0000000000, propagate_forward_time: 12.8527822495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5013523102
validation[          , genome  6819] predictions:    9748/  10000 (97.48%), best:    9766/10000 (97.66%), error:       853.97498, best error:       739.43555 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 163.4156799316s, input_fired_time: 1.3811540604, output_fired_time: 0.9622856975, propagate_forward_time: 64.0954437256, propagate_backward_time: 94.2016143799, weight_update_time: 0.1519681215, other_time: 2.7751922607
epoch time: 13.5129108429s, input_fired_time: 0.1576156467, output_fired_time: 0.0000000000, propagate_forward_time: 12.8495178223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5057773590
validation[          , genome  6819] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       800.33557, best error:       739.43555 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 164.1255035400s, input_fired_time: 1.3924554586, output_fired_time: 0.9704923034, propagate_forward_time: 64.3647155762, propagate_backward_time: 94.6093368530, weight_update_time: 0.1519690603, other_time: 2.7885055542
epoch time: 13.6217832565s, input_fired_time: 0.1590252370, output_fired_time: 0.0000000000, propagate_forward_time: 12.9586734772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040845871
validation[          , genome  6819] predictions:    9756/  10000 (97.56%), best:    9766/10000 (97.66%), error:       767.02069, best error:       739.43555 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 165.0122222900s, input_fired_time: 1.3970438242, output_fired_time: 0.9775597453, propagate_forward_time: 64.6446609497, propagate_backward_time: 95.1843795776, weight_update_time: 0.1527555734, other_time: 2.8085784912
epoch time: 13.6042795181s, input_fired_time: 0.1594309509, output_fired_time: 0.0000000000, propagate_forward_time: 12.9388189316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060300827
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       810.97278, best error:       739.43555 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 157.9400787354s, input_fired_time: 1.3553907871, output_fired_time: 0.9350177050, propagate_forward_time: 61.9110336304, propagate_backward_time: 91.0160827637, weight_update_time: 0.1468905509, other_time: 2.7225570679
epoch time: 13.5309343338s, input_fired_time: 0.1583384871, output_fired_time: 0.0000000000, propagate_forward_time: 12.8716058731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5009899139
validation[          , genome  6819] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       883.61627, best error:       739.43555 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 162.3232574463s, input_fired_time: 1.3806304932, output_fired_time: 0.9640246034, propagate_forward_time: 63.5704345703, propagate_backward_time: 93.6261138916, weight_update_time: 0.1510275751, other_time: 2.7820587158
epoch time: 12.9498424530s, input_fired_time: 0.1540674567, output_fired_time: 0.0000000000, propagate_forward_time: 12.3124284744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833469391
validation[          , genome  6819] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       764.84802, best error:       739.43555 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 162.2892150879s, input_fired_time: 1.3838264942, output_fired_time: 0.9683953524, propagate_forward_time: 63.5442352295, propagate_backward_time: 93.6264877319, weight_update_time: 0.1508406252, other_time: 2.7662734985
epoch time: 13.5153627396s, input_fired_time: 0.1580645293, output_fired_time: 0.0000000000, propagate_forward_time: 12.8637189865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935789108
validation[          , genome  6819] predictions:    9764/  10000 (97.64%), best:    9766/10000 (97.66%), error:       797.67786, best error:       739.43555 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 161.9478759766s, input_fired_time: 1.3810285330, output_fired_time: 0.9648250937, propagate_forward_time: 63.4506721497, propagate_backward_time: 93.3957901001, weight_update_time: 0.1506637484, other_time: 2.7555618286
epoch time: 13.5267896652s, input_fired_time: 0.1593483537, output_fired_time: 0.0000000000, propagate_forward_time: 12.8678359985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4996051788
validation[          , genome  6819] predictions:    9777/  10000 (97.77%), best:    9766/10000 (97.66%), error:       759.26526, best error:       739.43555 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 164.7622985840s, input_fired_time: 1.3990308046, output_fired_time: 0.9771781564, propagate_forward_time: 64.4997024536, propagate_backward_time: 95.1077423096, weight_update_time: 0.1533791274, other_time: 2.7786483765
epoch time: 13.5511684418s, input_fired_time: 0.1585766077, output_fired_time: 0.0000000000, propagate_forward_time: 12.8936643600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989271164
validation[          , genome  6819] predictions:    9731/  10000 (97.31%), best:    9766/10000 (97.66%), error:       838.85809, best error:       739.43555 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 163.7811126709s, input_fired_time: 1.3915894032, output_fired_time: 0.9656461477, propagate_forward_time: 64.2160491943, propagate_backward_time: 94.4314041138, weight_update_time: 0.1516065001, other_time: 2.7764205933
epoch time: 13.6015586853s, input_fired_time: 0.1593148708, output_fired_time: 0.0000000000, propagate_forward_time: 12.9414567947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007867813
validation[          , genome  6819] predictions:    9763/  10000 (97.63%), best:    9766/10000 (97.66%), error:       794.07141, best error:       739.43555 on epoch:    82, 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: 67.9758911133s, input_fired_time: 0.7904304862, output_fired_time: 0.0000000000, propagate_forward_time: 64.6525650024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5328979492
best training[          , genome  6819] predictions:   49686/  50000 (99.37%), best:    9766/10000 (97.66%), error:      1383.49402, best error:       739.43555 on epoch:    82, 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: 13.6103324890s, input_fired_time: 0.1556491852, output_fired_time: 0.0000000000, propagate_forward_time: 12.9521875381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5024957657
   testing[          , genome  6819] predictions:    9794/  10000 (97.94%), best:    9766/10000 (97.66%), error:       677.44403, best error:       739.43555 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:23:24 (72983): called boinc_finish(0)

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