Nameexact_genome_1508499903_24_15571_0
Workunit2268260
Created25 Oct 2017, 18:06:52 UTC
Sent25 Oct 2017, 18:51:35 UTC
Report deadline17 Dec 2017, 6:53:18 UTC
Received29 Oct 2017, 8:26:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 days 1 hours 55 min 12 sec
CPU time1 days 1 hours 54 min 51 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size174.66 MB
Peak swap size173.22 MB
Peak disk usage6.59 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0.2109985352, output_fired_time: 9.6739568710, propagate_forward_time: 330.9203796387, propagate_backward_time: 503.0632019043, weight_update_time: 0.8667042851, other_time: 9.7886047363
epoch time: 68.0515213013s, input_fired_time: 1.2267330885, output_fired_time: 0.0000000000, propagate_forward_time: 65.0740280151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7507629395
validation[          , genome 15571] predictions:    9821/  10000 (98.21%), best:    9869/10000 (98.69%), error:       554.26837, best error:       473.23553 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 853.0792846680s, input_fired_time: 10.1243343353, output_fired_time: 9.5504989624, propagate_forward_time: 324.1224670410, propagate_backward_time: 499.3917846680, weight_update_time: 0.8689877391, other_time: 9.8902282715
epoch time: 67.8699417114s, input_fired_time: 1.2308614254, output_fired_time: 0.0000000000, propagate_forward_time: 64.8905487061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7485351563
validation[          , genome 15571] predictions:    9814/  10000 (98.14%), best:    9869/10000 (98.69%), error:       576.71661, best error:       473.23553 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 851.1218872070s, input_fired_time: 10.0999698639, output_fired_time: 9.5069971085, propagate_forward_time: 323.5093688965, propagate_backward_time: 498.1600952148, weight_update_time: 0.8653388023, other_time: 9.8454284668
epoch time: 67.8832244873s, input_fired_time: 1.2110664845, output_fired_time: 0.0000000000, propagate_forward_time: 65.0133132935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6588439941
validation[          , genome 15571] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       459.48505, best error:       459.48505 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 850.0493164063s, input_fired_time: 9.9899711609, output_fired_time: 9.5032339096, propagate_forward_time: 323.6429443359, propagate_backward_time: 497.2989196777, weight_update_time: 0.8559977412, other_time: 9.6142272949
epoch time: 68.1003036499s, input_fired_time: 1.2214798927, output_fired_time: 0.0000000000, propagate_forward_time: 65.2108306885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6679916382
validation[          , genome 15571] predictions:    9818/  10000 (98.18%), best:    9858/10000 (98.58%), error:       606.67633, best error:       459.48505 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 853.6985473633s, input_fired_time: 10.1087484360, output_fired_time: 9.5660429001, propagate_forward_time: 324.9567565918, propagate_backward_time: 499.2537231445, weight_update_time: 0.8674482107, other_time: 9.8132629395
epoch time: 67.5282211304s, input_fired_time: 1.2053626776, output_fired_time: 0.0000000000, propagate_forward_time: 64.6627731323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6600875854
validation[          , genome 15571] predictions:    9853/  10000 (98.53%), best:    9858/10000 (98.58%), error:       471.89859, best error:       459.48505 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 852.4302978516s, input_fired_time: 9.9752187729, output_fired_time: 9.5477628708, propagate_forward_time: 324.4226074219, propagate_backward_time: 498.9564208984, weight_update_time: 0.8587948680, other_time: 9.5282592773
epoch time: 67.6765060425s, input_fired_time: 1.2132451534, output_fired_time: 0.0000000000, propagate_forward_time: 64.8031921387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6600723267
validation[          , genome 15571] predictions:    9855/  10000 (98.55%), best:    9855/10000 (98.55%), error:       453.61734, best error:       453.61734 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 851.3181152344s, input_fired_time: 10.1284923553, output_fired_time: 9.5199975967, propagate_forward_time: 323.3342895508, propagate_backward_time: 498.4287414551, weight_update_time: 0.8699577451, other_time: 9.9065856934
epoch time: 67.9120864868s, input_fired_time: 1.2279824018, output_fired_time: 0.0000000000, propagate_forward_time: 64.9528121948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7312927246
validation[          , genome 15571] predictions:    9858/  10000 (98.58%), best:    9855/10000 (98.55%), error:       459.97110, best error:       453.61734 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 851.1572875977s, input_fired_time: 9.9764728546, output_fired_time: 9.5154047012, propagate_forward_time: 323.6380004883, propagate_backward_time: 498.4940795898, weight_update_time: 0.8545046449, other_time: 9.5333251953
epoch time: 67.7599411011s, input_fired_time: 1.2133790255, output_fired_time: 0.0000000000, propagate_forward_time: 64.8925094604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6540527344
validation[          , genome 15571] predictions:    9813/  10000 (98.13%), best:    9855/10000 (98.55%), error:       564.85699, best error:       453.61734 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 848.9523315430s, input_fired_time: 10.1409263611, output_fired_time: 9.4887294769, propagate_forward_time: 322.8649902344, propagate_backward_time: 496.5902709961, weight_update_time: 0.8648008108, other_time: 9.8674316406
epoch time: 67.4251708984s, input_fired_time: 1.2294239998, output_fired_time: 0.0000000000, propagate_forward_time: 64.4493942261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7463531494
validation[          , genome 15571] predictions:    9834/  10000 (98.34%), best:    9855/10000 (98.55%), error:       500.90878, best error:       453.61734 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 849.7612915039s, input_fired_time: 10.1129875183, output_fired_time: 9.4679832458, propagate_forward_time: 322.8694763184, propagate_backward_time: 497.4296264648, weight_update_time: 0.8682518601, other_time: 9.8812561035
epoch time: 67.6648406982s, input_fired_time: 1.2341855764, output_fired_time: 0.0000000000, propagate_forward_time: 64.6844863892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7461700439
validation[          , genome 15571] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       419.78400, best error:       419.78400 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 850.5726928711s, input_fired_time: 10.1179199219, output_fired_time: 9.4989528656, propagate_forward_time: 323.6717529297, propagate_backward_time: 497.5297241211, weight_update_time: 0.8665046096, other_time: 9.7543334961
epoch time: 67.6415863037s, input_fired_time: 1.2175123692, output_fired_time: 0.0000000000, propagate_forward_time: 64.7238998413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7001724243
validation[          , genome 15571] predictions:    9850/  10000 (98.50%), best:    9870/10000 (98.70%), error:       479.36642, best error:       419.78400 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 849.7850341797s, input_fired_time: 10.1621742249, output_fired_time: 9.4922294617, propagate_forward_time: 323.4160766602, propagate_backward_time: 496.8127136230, weight_update_time: 0.8669564724, other_time: 9.9018249512
epoch time: 68.1082153320s, input_fired_time: 1.2369490862, output_fired_time: 0.0000000000, propagate_forward_time: 65.1213378906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7499313354
validation[          , genome 15571] predictions:    9852/  10000 (98.52%), best:    9870/10000 (98.70%), error:       461.29269, best error:       419.78400 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 853.9065551758s, input_fired_time: 10.1995229721, output_fired_time: 9.5587368011, propagate_forward_time: 324.8374633789, propagate_backward_time: 499.4036560059, weight_update_time: 0.8701003790, other_time: 9.9071960449
epoch time: 67.8639144897s, input_fired_time: 1.2446253300, output_fired_time: 0.0000000000, propagate_forward_time: 64.8790512085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7402343750
validation[          , genome 15571] predictions:    9830/  10000 (98.30%), best:    9870/10000 (98.70%), error:       494.43286, best error:       419.78400 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 853.7365722656s, input_fired_time: 10.0087480545, output_fired_time: 9.6010303497, propagate_forward_time: 325.0097961426, propagate_backward_time: 499.6465148926, weight_update_time: 0.8533192873, other_time: 9.4705200195
epoch time: 67.8667526245s, input_fired_time: 1.2143574953, output_fired_time: 0.0000000000, propagate_forward_time: 64.9923095703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6600875854
validation[          , genome 15571] predictions:    9861/  10000 (98.61%), best:    9870/10000 (98.70%), error:       433.04770, best error:       419.78400 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 848.0930175781s, input_fired_time: 9.9732275009, output_fired_time: 9.4934043884, propagate_forward_time: 323.1167602539, propagate_backward_time: 496.0626220703, weight_update_time: 0.8490543365, other_time: 9.4470214844
epoch time: 67.5052261353s, input_fired_time: 1.2118948698, output_fired_time: 0.0000000000, propagate_forward_time: 64.6328125000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6605224609
validation[          , genome 15571] predictions:    9869/  10000 (98.69%), best:    9870/10000 (98.70%), error:       430.69940, best error:       419.78400 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 847.6699829102s, input_fired_time: 9.9314880371, output_fired_time: 9.4525213242, propagate_forward_time: 322.8583374023, propagate_backward_time: 496.0385131836, weight_update_time: 0.8461590409, other_time: 9.3891601563
epoch time: 67.5240783691s, input_fired_time: 1.2179331779, output_fired_time: 0.0000000000, propagate_forward_time: 64.6481475830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6579971313
validation[          , genome 15571] predictions:    9862/  10000 (98.62%), best:    9870/10000 (98.70%), error:       475.78058, best error:       419.78400 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 853.3464965820s, input_fired_time: 10.0680274963, output_fired_time: 9.5947408676, propagate_forward_time: 324.9895324707, propagate_backward_time: 499.0950927734, weight_update_time: 0.8559973836, other_time: 9.5990905762
epoch time: 67.6173782349s, input_fired_time: 1.2107504606, output_fired_time: 0.0000000000, propagate_forward_time: 64.7468566895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6597747803
validation[          , genome 15571] predictions:    9776/  10000 (97.76%), best:    9870/10000 (98.70%), error:       689.45325, best error:       419.78400 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 851.6817626953s, input_fired_time: 10.1879453659, output_fired_time: 9.5360231400, propagate_forward_time: 324.1818542480, propagate_backward_time: 497.8742675781, weight_update_time: 0.8713839054, other_time: 9.9017028809
epoch time: 67.7033233643s, input_fired_time: 1.2411457300, output_fired_time: 0.0000000000, propagate_forward_time: 64.7122573853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7499237061
validation[          , genome 15571] predictions:    9823/  10000 (98.23%), best:    9870/10000 (98.70%), error:       493.33722, best error:       419.78400 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 851.8792114258s, input_fired_time: 10.1806802750, output_fired_time: 9.5254011154, propagate_forward_time: 324.1437683105, propagate_backward_time: 498.1378784180, weight_update_time: 0.8670147061, other_time: 9.8915100098
epoch time: 67.9993515015s, input_fired_time: 1.2399482727, output_fired_time: 0.0000000000, propagate_forward_time: 65.0088806152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7505187988
validation[          , genome 15571] predictions:    9853/  10000 (98.53%), best:    9870/10000 (98.70%), error:       445.44879, best error:       419.78400 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 854.7212524414s, input_fired_time: 10.2052078247, output_fired_time: 9.5915870667, propagate_forward_time: 325.1479797363, propagate_backward_time: 499.8806457520, weight_update_time: 0.8723822832, other_time: 9.8958129883
epoch time: 68.0093765259s, input_fired_time: 1.2446430922, output_fired_time: 0.0000000000, propagate_forward_time: 65.0147705078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7499618530
validation[          , genome 15571] predictions:    9839/  10000 (98.39%), best:    9870/10000 (98.70%), error:       522.54608, best error:       419.78400 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 849.9869995117s, input_fired_time: 10.0090293884, output_fired_time: 9.4611444473, propagate_forward_time: 323.4971923828, propagate_backward_time: 497.5167846680, weight_update_time: 0.8530647755, other_time: 9.5028686523
epoch time: 67.5422897339s, input_fired_time: 1.2175266743, output_fired_time: 0.0000000000, propagate_forward_time: 64.6640853882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6606750488
validation[          , genome 15571] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       392.26184, best error:       392.26184 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 850.1613159180s, input_fired_time: 10.0999879837, output_fired_time: 9.4974241257, propagate_forward_time: 323.3630065918, propagate_backward_time: 497.4991455078, weight_update_time: 0.8574905992, other_time: 9.7017517090
epoch time: 67.5830612183s, input_fired_time: 1.2228605747, output_fired_time: 0.0000000000, propagate_forward_time: 64.7019805908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6582183838
validation[          , genome 15571] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       374.22043, best error:       374.22043 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 847.7822265625s, input_fired_time: 10.0170803070, output_fired_time: 9.4445533752, propagate_forward_time: 322.2608337402, propagate_backward_time: 496.5342102051, weight_update_time: 0.8508663177, other_time: 9.5255126953
epoch time: 67.7877807617s, input_fired_time: 1.2435142994, output_fired_time: 0.0000000000, propagate_forward_time: 64.7953567505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7489089966
validation[          , genome 15571] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       442.84903, best error:       374.22043 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 847.6688232422s, input_fired_time: 9.9810237885, output_fired_time: 9.4734096527, propagate_forward_time: 322.7723693848, propagate_backward_time: 496.0245361328, weight_update_time: 0.8488257527, other_time: 9.4175109863
epoch time: 67.6289749146s, input_fired_time: 1.2226589918, output_fired_time: 0.0000000000, propagate_forward_time: 64.7377243042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6685943604
validation[          , genome 15571] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       447.69962, best error:       374.22043 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 851.4241333008s, input_fired_time: 10.0174388885, output_fired_time: 9.5380887985, propagate_forward_time: 324.2529296875, propagate_backward_time: 498.1733398438, weight_update_time: 0.8494015336, other_time: 9.4423217773
epoch time: 67.5370788574s, input_fired_time: 1.2222267389, output_fired_time: 0.0000000000, propagate_forward_time: 64.6558532715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6589965820
validation[          , genome 15571] predictions:    9876/  10000 (98.76%), best:    9875/10000 (98.75%), error:       376.75385, best error:       374.22043 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 853.0191040039s, input_fired_time: 10.0470113754, output_fired_time: 9.5512704849, propagate_forward_time: 324.5464172363, propagate_backward_time: 499.3823242188, weight_update_time: 0.8541258574, other_time: 9.4920959473
epoch time: 67.6537094116s, input_fired_time: 1.2192431688, output_fired_time: 0.0000000000, propagate_forward_time: 64.7826385498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6518249512
validation[          , genome 15571] predictions:    9864/  10000 (98.64%), best:    9875/10000 (98.75%), error:       455.89041, best error:       374.22043 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 850.8555297852s, input_fired_time: 10.2101840973, output_fired_time: 9.5158500671, propagate_forward_time: 323.7679443359, propagate_backward_time: 497.4675598145, weight_update_time: 0.8696002960, other_time: 9.8939514160
epoch time: 67.7290649414s, input_fired_time: 1.2437336445, output_fired_time: 0.0000000000, propagate_forward_time: 64.7373352051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7479934692
validation[          , genome 15571] predictions:    9874/  10000 (98.74%), best:    9875/10000 (98.75%), error:       398.00204, best error:       374.22043 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 851.7984619141s, input_fired_time: 10.0760221481, output_fired_time: 9.5547657013, propagate_forward_time: 324.3486938477, propagate_backward_time: 498.2630920410, weight_update_time: 0.8573454618, other_time: 9.5558776855
epoch time: 67.8894119263s, input_fired_time: 1.2242769003, output_fired_time: 0.0000000000, propagate_forward_time: 65.0052719116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6598663330
validation[          , genome 15571] predictions:    9867/  10000 (98.67%), best:    9875/10000 (98.75%), error:       418.15152, best error:       374.22043 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 850.7649536133s, input_fired_time: 10.1828174591, output_fired_time: 9.5162649155, propagate_forward_time: 323.8814392090, propagate_backward_time: 497.3500671387, weight_update_time: 0.8632910848, other_time: 9.8344116211
epoch time: 67.7981185913s, input_fired_time: 1.2287820578, output_fired_time: 0.0000000000, propagate_forward_time: 64.9139785767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6553573608
validation[          , genome 15571] predictions:    9878/  10000 (98.78%), best:    9875/10000 (98.75%), error:       382.37994, best error:       374.22043 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 853.2270507813s, input_fired_time: 10.0576076508, output_fired_time: 9.5594625473, propagate_forward_time: 324.6548156738, propagate_backward_time: 499.4539489746, weight_update_time: 0.8565921187, other_time: 9.5012207031
epoch time: 67.9567260742s, input_fired_time: 1.2295184135, output_fired_time: 0.0000000000, propagate_forward_time: 65.0648345947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6623764038
validation[          , genome 15571] predictions:    9892/  10000 (98.92%), best:    9875/10000 (98.75%), error:       378.00620, best error:       374.22043 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 853.1199951172s, input_fired_time: 10.0640068054, output_fired_time: 9.5550603867, propagate_forward_time: 324.8535461426, propagate_backward_time: 499.1700439453, weight_update_time: 0.8522415161, other_time: 9.4773254395
epoch time: 67.5999145508s, input_fired_time: 1.2422431707, output_fired_time: 0.0000000000, propagate_forward_time: 64.6139297485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7437438965
validation[          , genome 15571] predictions:    9881/  10000 (98.81%), best:    9875/10000 (98.75%), error:       392.48807, best error:       374.22043 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 854.1528320313s, input_fired_time: 10.2523307800, output_fired_time: 9.5727510452, propagate_forward_time: 325.0127258301, propagate_backward_time: 499.3961486816, weight_update_time: 0.8722735643, other_time: 9.9188842773
epoch time: 68.0197753906s, input_fired_time: 1.2500593662, output_fired_time: 0.0000000000, propagate_forward_time: 65.0257110596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7440032959
validation[          , genome 15571] predictions:    9870/  10000 (98.70%), best:    9875/10000 (98.75%), error:       442.04086, best error:       374.22043 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 853.8131713867s, input_fired_time: 10.1145219803, output_fired_time: 9.5857849121, propagate_forward_time: 325.0360107422, propagate_backward_time: 499.4228210449, weight_update_time: 0.8602716327, other_time: 9.6540832520
epoch time: 68.0210266113s, input_fired_time: 1.2510445118, output_fired_time: 0.0000000000, propagate_forward_time: 65.0198059082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7501754761
validation[          , genome 15571] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       352.57388, best error:       352.57388 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 853.2231445313s, input_fired_time: 10.1385145187, output_fired_time: 9.5023698807, propagate_forward_time: 324.6170654297, propagate_backward_time: 499.2400817871, weight_update_time: 0.8657684922, other_time: 9.7251281738
epoch time: 67.8502349854s, input_fired_time: 1.2302176952, output_fired_time: 0.0000000000, propagate_forward_time: 64.9583129883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6617050171
validation[          , genome 15571] predictions:    9878/  10000 (98.78%), best:    9899/10000 (98.99%), error:       395.77335, best error:       352.57388 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 853.3062133789s, input_fired_time: 10.0950222015, output_fired_time: 9.5552377701, propagate_forward_time: 324.7307128906, propagate_backward_time: 499.4046630859, weight_update_time: 0.8571279049, other_time: 9.5205688477
epoch time: 67.8086547852s, input_fired_time: 1.2296684980, output_fired_time: 0.0000000000, propagate_forward_time: 64.9257354736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6532516479
validation[          , genome 15571] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       354.43994, best error:       352.57388 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 854.6843872070s, input_fired_time: 10.0889024734, output_fired_time: 9.5752830505, propagate_forward_time: 325.2693481445, propagate_backward_time: 500.2087707520, weight_update_time: 0.8559025526, other_time: 9.5420837402
epoch time: 68.0375518799s, input_fired_time: 1.2491749525, output_fired_time: 0.0000000000, propagate_forward_time: 65.0386810303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7496948242
validation[          , genome 15571] predictions:    9892/  10000 (98.92%), best:    9899/10000 (98.99%), error:       359.08435, best error:       352.57388 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 848.5441894531s, input_fired_time: 10.0045881271, output_fired_time: 9.4516487122, propagate_forward_time: 323.0536193848, propagate_backward_time: 496.6260070801, weight_update_time: 0.8503754139, other_time: 9.4083251953
epoch time: 67.5562667847s, input_fired_time: 1.2283977270, output_fired_time: 0.0000000000, propagate_forward_time: 64.6631088257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6647567749
validation[          , genome 15571] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       386.85812, best error:       352.57388 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 854.1797485352s, input_fired_time: 10.2656908035, output_fired_time: 9.5612525940, propagate_forward_time: 324.9810485840, propagate_backward_time: 499.4452819824, weight_update_time: 0.8731637001, other_time: 9.9264526367
epoch time: 67.7263107300s, input_fired_time: 1.2278252840, output_fired_time: 0.0000000000, propagate_forward_time: 64.8490676880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6494140625
validation[          , genome 15571] predictions:    9889/  10000 (98.89%), best:    9899/10000 (98.99%), error:       362.04047, best error:       352.57388 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 849.8688354492s, input_fired_time: 10.0201444626, output_fired_time: 9.4863805771, propagate_forward_time: 323.7648010254, propagate_backward_time: 497.1749267578, weight_update_time: 0.8494149446, other_time: 9.4225769043
epoch time: 68.0291061401s, input_fired_time: 1.2311123610, output_fired_time: 0.0000000000, propagate_forward_time: 65.1393890381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6586074829
validation[          , genome 15571] predictions:    9877/  10000 (98.77%), best:    9899/10000 (98.99%), error:       399.60153, best error:       352.57388 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 848.9130859375s, input_fired_time: 10.2561559677, output_fired_time: 9.4869594574, propagate_forward_time: 323.1374511719, propagate_backward_time: 496.1538696289, weight_update_time: 0.8643534780, other_time: 9.8786621094
epoch time: 67.6278686523s, input_fired_time: 1.2479645014, output_fired_time: 0.0000000000, propagate_forward_time: 64.6299667358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7499389648
validation[          , genome 15571] predictions:    9879/  10000 (98.79%), best:    9899/10000 (98.99%), error:       362.92468, best error:       352.57388 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 854.3554077148s, input_fired_time: 10.2588424683, output_fired_time: 9.5661659241, propagate_forward_time: 324.8930358887, propagate_backward_time: 499.7614440918, weight_update_time: 0.8699105382, other_time: 9.8759155273
epoch time: 67.9457015991s, input_fired_time: 1.2546249628, output_fired_time: 0.0000000000, propagate_forward_time: 64.9445343018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7465438843
validation[          , genome 15571] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       343.52075, best error:       343.52075 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 851.9087524414s, input_fired_time: 10.1416263580, output_fired_time: 9.5459537506, propagate_forward_time: 324.0657958984, propagate_backward_time: 498.4392089844, weight_update_time: 0.8601752520, other_time: 9.7161865234
epoch time: 67.9204711914s, input_fired_time: 1.2550699711, output_fired_time: 0.0000000000, propagate_forward_time: 64.9139633179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7514343262
validation[          , genome 15571] predictions:    9889/  10000 (98.89%), best:    9899/10000 (98.99%), error:       350.98389, best error:       343.52075 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 849.4121093750s, input_fired_time: 10.1824855804, output_fired_time: 9.4398488998, propagate_forward_time: 322.3328552246, propagate_backward_time: 497.6715393066, weight_update_time: 0.8631535769, other_time: 9.7854003906
epoch time: 67.8540496826s, input_fired_time: 1.2339272499, output_fired_time: 0.0000000000, propagate_forward_time: 64.9643859863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6557388306
validation[          , genome 15571] predictions:    9882/  10000 (98.82%), best:    9899/10000 (98.99%), error:       351.46951, best error:       343.52075 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 850.1404418945s, input_fired_time: 10.2400856018, output_fired_time: 9.4824991226, propagate_forward_time: 323.6130065918, propagate_backward_time: 496.8858642578, weight_update_time: 0.8692643642, other_time: 9.9189758301
epoch time: 67.7668762207s, input_fired_time: 1.2545341253, output_fired_time: 0.0000000000, propagate_forward_time: 64.7598342896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7525100708
validation[          , genome 15571] predictions:    9898/  10000 (98.98%), best:    9899/10000 (98.99%), error:       346.52509, best error:       343.52075 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 853.8436889648s, input_fired_time: 10.1204957962, output_fired_time: 9.5706815720, propagate_forward_time: 324.7826538086, propagate_backward_time: 499.7843322754, weight_update_time: 0.8588441610, other_time: 9.5855407715
epoch time: 68.0433502197s, input_fired_time: 1.2329934835, output_fired_time: 0.0000000000, propagate_forward_time: 65.1498031616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6605529785
validation[          , genome 15571] predictions:    9894/  10000 (98.94%), best:    9899/10000 (98.99%), error:       347.05460, best error:       343.52075 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 849.5076904297s, input_fired_time: 10.0597410202, output_fired_time: 9.4963397980, propagate_forward_time: 323.6329040527, propagate_backward_time: 496.7966918945, weight_update_time: 0.8513022661, other_time: 9.5220031738
epoch time: 67.8199081421s, input_fired_time: 1.2299191952, output_fired_time: 0.0000000000, propagate_forward_time: 64.9390106201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6509780884
validation[          , genome 15571] predictions:    9885/  10000 (98.85%), best:    9899/10000 (98.99%), error:       355.19925, best error:       343.52075 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 850.7867431641s, input_fired_time: 10.0796251297, output_fired_time: 9.5172414780, propagate_forward_time: 324.1305236816, propagate_backward_time: 497.5748901367, weight_update_time: 0.8493406177, other_time: 9.4844665527
epoch time: 67.8474502563s, input_fired_time: 1.2330571413, output_fired_time: 0.0000000000, propagate_forward_time: 64.9569473267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6574478149
validation[          , genome 15571] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       338.55554, best error:       338.55554 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 854.1455688477s, input_fired_time: 10.2829818726, output_fired_time: 9.5748414993, propagate_forward_time: 324.9434204102, propagate_backward_time: 499.4156188965, weight_update_time: 0.8813678622, other_time: 9.9287414551
epoch time: 68.0433578491s, input_fired_time: 1.2564071417, output_fired_time: 0.0000000000, propagate_forward_time: 65.0365219116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7504272461
validation[          , genome 15571] predictions:    9877/  10000 (98.77%), best:    9900/10000 (99.00%), error:       366.61395, best error:       338.55554 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 851.5900878906s, input_fired_time: 10.2115812302, output_fired_time: 9.5277595520, propagate_forward_time: 324.1127319336, propagate_backward_time: 497.9112854004, weight_update_time: 0.8675638437, other_time: 9.8266906738
epoch time: 67.6928863525s, input_fired_time: 1.2359879017, output_fired_time: 0.0000000000, propagate_forward_time: 64.7954864502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6614151001
validation[          , genome 15571] predictions:    9895/  10000 (98.95%), best:    9900/10000 (99.00%), error:       346.97552, best error:       338.55554 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 851.2302856445s, input_fired_time: 10.1973171234, output_fired_time: 9.5144796371, propagate_forward_time: 323.8205566406, propagate_backward_time: 497.9819335938, weight_update_time: 0.8639168143, other_time: 9.7160034180
epoch time: 67.3736648560s, input_fired_time: 1.2310674191, output_fired_time: 0.0000000000, propagate_forward_time: 64.4920043945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6505966187
validation[          , genome 15571] predictions:    9879/  10000 (98.79%), best:    9900/10000 (99.00%), error:       387.38489, best error:       338.55554 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 850.9031982422s, input_fired_time: 10.2552747726, output_fired_time: 9.4958477020, propagate_forward_time: 323.4349670410, propagate_backward_time: 497.8231506348, weight_update_time: 0.8706246018, other_time: 9.8939819336
epoch time: 67.7062835693s, input_fired_time: 1.2537729740, output_fired_time: 0.0000000000, propagate_forward_time: 64.7069168091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7455902100
validation[          , genome 15571] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       345.18781, best error:       338.55554 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 853.3212890625s, input_fired_time: 10.2281951904, output_fired_time: 9.5512247086, propagate_forward_time: 324.6803283691, propagate_backward_time: 499.0363769531, weight_update_time: 0.8666515350, other_time: 9.8251647949
epoch time: 68.2616500854s, input_fired_time: 1.2563759089, output_fired_time: 0.0000000000, propagate_forward_time: 65.2481384277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7571334839
validation[          , genome 15571] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       333.96481, best error:       333.96481 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 849.3240356445s, input_fired_time: 10.2165222168, output_fired_time: 9.5045995712, propagate_forward_time: 323.2454223633, propagate_backward_time: 496.5381164551, weight_update_time: 0.8655529618, other_time: 9.8194274902
epoch time: 67.8891143799s, input_fired_time: 1.2408238649, output_fired_time: 0.0000000000, propagate_forward_time: 64.9875106812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6607818604
validation[          , genome 15571] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       348.45087, best error:       333.96481 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 853.9158325195s, input_fired_time: 10.3043127060, output_fired_time: 9.5764598846, propagate_forward_time: 324.9057006836, propagate_backward_time: 499.2062377930, weight_update_time: 0.8743364215, other_time: 9.9230957031
epoch time: 67.9226226807s, input_fired_time: 1.2352379560, output_fired_time: 0.0000000000, propagate_forward_time: 65.0297317505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6576538086
validation[          , genome 15571] predictions:    9890/  10000 (98.90%), best:    9901/10000 (99.01%), error:       346.31982, best error:       333.96481 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 853.8473510742s, input_fired_time: 10.0764408112, output_fired_time: 9.5797891617, propagate_forward_time: 324.9963073730, propagate_backward_time: 499.7585144043, weight_update_time: 0.8518962860, other_time: 9.4363403320
epoch time: 67.9370498657s, input_fired_time: 1.2356314659, output_fired_time: 0.0000000000, propagate_forward_time: 65.0411911011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6602249146
validation[          , genome 15571] predictions:    9899/  10000 (98.99%), best:    9901/10000 (99.01%), error:       349.61578, best error:       333.96481 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 853.4185791016s, input_fired_time: 10.0893707275, output_fired_time: 9.5540819168, propagate_forward_time: 325.0630493164, propagate_backward_time: 499.2626953125, weight_update_time: 0.8529812098, other_time: 9.4494018555
epoch time: 67.9478530884s, input_fired_time: 1.2351808548, output_fired_time: 0.0000000000, propagate_forward_time: 65.0521545410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6605148315
validation[          , genome 15571] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       329.08557, best error:       329.08557 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 848.4956665039s, input_fired_time: 10.1451168060, output_fired_time: 9.4727621078, propagate_forward_time: 323.0532531738, propagate_backward_time: 496.1692810059, weight_update_time: 0.8573095798, other_time: 9.6552124023
epoch time: 67.7024536133s, input_fired_time: 1.2576167583, output_fired_time: 0.0000000000, propagate_forward_time: 64.6956787109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7491607666
validation[          , genome 15571] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       327.96768, best error:       327.96768 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 852.4488525391s, input_fired_time: 10.2640104294, output_fired_time: 9.5413980484, propagate_forward_time: 324.7192077637, propagate_backward_time: 498.0834045410, weight_update_time: 0.8629842997, other_time: 9.8408203125
epoch time: 67.9376449585s, input_fired_time: 1.2358876467, output_fired_time: 0.0000000000, propagate_forward_time: 65.0434951782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6582641602
validation[          , genome 15571] predictions:    9894/  10000 (98.94%), best:    9901/10000 (99.01%), error:       342.16315, best error:       327.96768 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 848.6898193359s, input_fired_time: 10.1283712387, output_fired_time: 9.4929180145, propagate_forward_time: 323.1100463867, propagate_backward_time: 496.3684997559, weight_update_time: 0.8544034958, other_time: 9.5899963379
epoch time: 67.7212982178s, input_fired_time: 1.2570548058, output_fired_time: 0.0000000000, propagate_forward_time: 64.7130584717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7511825562
validation[          , genome 15571] predictions:    9900/  10000 (99.00%), best:    9901/10000 (99.01%), error:       328.01904, best error:       327.96768 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 854.4141235352s, input_fired_time: 10.2944116592, output_fired_time: 9.5889406204, propagate_forward_time: 325.0062866211, propagate_backward_time: 499.6225585938, weight_update_time: 0.8739111423, other_time: 9.9019165039
epoch time: 67.7762832642s, input_fired_time: 1.2570643425, output_fired_time: 0.0000000000, propagate_forward_time: 64.7704086304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7488098145
validation[          , genome 15571] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       323.11542, best error:       323.11542 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 852.3143310547s, input_fired_time: 10.2351827621, output_fired_time: 9.5199623108, propagate_forward_time: 324.6360778809, propagate_backward_time: 498.1488952637, weight_update_time: 0.8637471199, other_time: 9.7742309570
epoch time: 67.9925613403s, input_fired_time: 1.2610765696, output_fired_time: 0.0000000000, propagate_forward_time: 64.9923171997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7391662598
validation[          , genome 15571] predictions:    9897/  10000 (98.97%), best:    9909/10000 (99.09%), error:       345.37619, best error:       323.11542 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 851.1842041016s, input_fired_time: 10.2952127457, output_fired_time: 9.5028295517, propagate_forward_time: 323.8160400391, propagate_backward_time: 497.6566162109, weight_update_time: 0.8680741191, other_time: 9.9135131836
epoch time: 67.7400054932s, input_fired_time: 1.2624220848, output_fired_time: 0.0000000000, propagate_forward_time: 64.7247924805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7527923584
validation[          , genome 15571] predictions:    9900/  10000 (99.00%), best:    9909/10000 (99.09%), error:       324.09576, best error:       323.11542 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 851.6971435547s, input_fired_time: 10.2995815277, output_fired_time: 9.5340328217, propagate_forward_time: 324.0036926270, propagate_backward_time: 497.9410400391, weight_update_time: 0.8696827888, other_time: 9.9187927246
epoch time: 67.8202743530s, input_fired_time: 1.2596526146, output_fired_time: 0.0000000000, propagate_forward_time: 64.8057632446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7548599243
validation[          , genome 15571] predictions:    9885/  10000 (98.85%), best:    9909/10000 (99.09%), error:       354.86154, best error:       323.11542 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 853.3167114258s, input_fired_time: 10.1158332825, output_fired_time: 9.5910081863, propagate_forward_time: 324.7950439453, propagate_backward_time: 499.3302307129, weight_update_time: 0.8513597846, other_time: 9.4845886230
epoch time: 67.8669662476s, input_fired_time: 1.2377585173, output_fired_time: 0.0000000000, propagate_forward_time: 64.9726104736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6566009521
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9909/10000 (99.09%), error:       325.24811, best error:       323.11542 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 853.5698242188s, input_fired_time: 10.0923862457, output_fired_time: 9.5510749817, propagate_forward_time: 324.9573974609, propagate_backward_time: 499.5487976074, weight_update_time: 0.8505235910, other_time: 9.4201354980
epoch time: 67.5365829468s, input_fired_time: 1.2386958599, output_fired_time: 0.0000000000, propagate_forward_time: 64.6243515015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6735382080
validation[          , genome 15571] predictions:    9910/  10000 (99.10%), best:    9909/10000 (99.09%), error:       324.00494, best error:       323.11542 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 853.8712158203s, input_fired_time: 10.1007375717, output_fired_time: 9.5652647018, propagate_forward_time: 325.0364074707, propagate_backward_time: 499.6983337402, weight_update_time: 0.8500458598, other_time: 9.4705200195
epoch time: 68.0922546387s, input_fired_time: 1.2374836206, output_fired_time: 0.0000000000, propagate_forward_time: 65.1796264648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6751480103
validation[          , genome 15571] predictions:    9885/  10000 (98.85%), best:    9909/10000 (99.09%), error:       375.59772, best error:       323.11542 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 850.1860351563s, input_fired_time: 10.0609798431, output_fired_time: 9.5134296417, propagate_forward_time: 323.8312683105, propagate_backward_time: 497.3642272949, weight_update_time: 0.8516612053, other_time: 9.4161376953
epoch time: 67.3987121582s, input_fired_time: 1.2408725023, output_fired_time: 0.0000000000, propagate_forward_time: 64.4937820435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6640548706
validation[          , genome 15571] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       310.85440, best error:       310.85440 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 850.2645874023s, input_fired_time: 10.0753593445, output_fired_time: 9.5039892197, propagate_forward_time: 323.6016540527, propagate_backward_time: 497.6653442383, weight_update_time: 0.8476434946, other_time: 9.4182434082
epoch time: 67.4870834351s, input_fired_time: 1.2363970280, output_fired_time: 0.0000000000, propagate_forward_time: 64.5959854126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6547012329
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       321.13373, best error:       310.85440 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 850.6364135742s, input_fired_time: 10.2281894684, output_fired_time: 9.4961099625, propagate_forward_time: 322.9974060059, propagate_backward_time: 498.0849609375, weight_update_time: 0.8642703295, other_time: 9.8297424316
epoch time: 67.5614166260s, input_fired_time: 1.2619081736, output_fired_time: 0.0000000000, propagate_forward_time: 64.5429840088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7565231323
validation[          , genome 15571] predictions:    9912/  10000 (99.12%), best:    9907/10000 (99.07%), error:       329.92050, best error:       310.85440 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 848.5427246094s, input_fired_time: 10.2339315414, output_fired_time: 9.4635543823, propagate_forward_time: 322.4079589844, propagate_backward_time: 496.6232604980, weight_update_time: 0.8615067601, other_time: 9.8139953613
epoch time: 67.5705718994s, input_fired_time: 1.2361462116, output_fired_time: 0.0000000000, propagate_forward_time: 64.6794281006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6549987793
validation[          , genome 15571] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       327.36737, best error:       310.85440 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 853.1076660156s, input_fired_time: 10.3007202148, output_fired_time: 9.5195217133, propagate_forward_time: 324.1377868652, propagate_backward_time: 499.2578430176, weight_update_time: 0.8735762239, other_time: 9.8917846680
epoch time: 67.7544174194s, input_fired_time: 1.2609339952, output_fired_time: 0.0000000000, propagate_forward_time: 64.7466888428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7467956543
validation[          , genome 15571] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       331.05209, best error:       310.85440 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 851.6013793945s, input_fired_time: 10.1909027100, output_fired_time: 9.5317163467, propagate_forward_time: 324.1540527344, propagate_backward_time: 498.0633544922, weight_update_time: 0.8588913679, other_time: 9.6613159180
epoch time: 68.0547027588s, input_fired_time: 1.2638374567, output_fired_time: 0.0000000000, propagate_forward_time: 65.0435180664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7473449707
validation[          , genome 15571] predictions:    9895/  10000 (98.95%), best:    9907/10000 (99.07%), error:       330.67703, best error:       310.85440 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 850.0336303711s, input_fired_time: 10.1610479355, output_fired_time: 9.5045700073, propagate_forward_time: 323.7142028809, propagate_backward_time: 497.0776367188, weight_update_time: 0.8527908325, other_time: 9.5761413574
epoch time: 68.0042953491s, input_fired_time: 1.2655239105, output_fired_time: 0.0000000000, propagate_forward_time: 64.9939270020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7448425293
validation[          , genome 15571] predictions:    9914/  10000 (99.14%), best:    9907/10000 (99.07%), error:       314.40533, best error:       310.85440 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 850.8770751953s, input_fired_time: 10.1152744293, output_fired_time: 9.5157251358, propagate_forward_time: 324.1190490723, propagate_backward_time: 497.6608581543, weight_update_time: 0.8475909233, other_time: 9.4661254883
epoch time: 67.7689361572s, input_fired_time: 1.2448163033, output_fired_time: 0.0000000000, propagate_forward_time: 64.8646392822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6594772339
validation[          , genome 15571] predictions:    9903/  10000 (99.03%), best:    9907/10000 (99.07%), error:       315.94958, best error:       310.85440 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 850.1288452148s, input_fired_time: 10.2065925598, output_fired_time: 9.5173549652, propagate_forward_time: 323.6248779297, propagate_backward_time: 497.0989379883, weight_update_time: 0.8568993211, other_time: 9.6810913086
epoch time: 67.7743835449s, input_fired_time: 1.2642626762, output_fired_time: 0.0000000000, propagate_forward_time: 64.7568588257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7532653809
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       312.57330, best error:       310.85440 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 851.6510620117s, input_fired_time: 10.3071126938, output_fired_time: 9.5207004547, propagate_forward_time: 324.0857849121, propagate_backward_time: 497.8361206055, weight_update_time: 0.8720397353, other_time: 9.9013366699
epoch time: 67.4771194458s, input_fired_time: 1.2604992390, output_fired_time: 0.0000000000, propagate_forward_time: 64.4671020508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7495193481
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       325.76590, best error:       310.85440 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 850.5929565430s, input_fired_time: 10.2138109207, output_fired_time: 9.5134868622, propagate_forward_time: 323.8448791504, propagate_backward_time: 497.3251037598, weight_update_time: 0.8632941842, other_time: 9.6956787109
epoch time: 67.8450088501s, input_fired_time: 1.2499849796, output_fired_time: 0.0000000000, propagate_forward_time: 64.9052505493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6897735596
validation[          , genome 15571] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       316.77960, best error:       310.85440 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 851.1461181641s, input_fired_time: 10.1905164719, output_fired_time: 9.5426645279, propagate_forward_time: 324.2434082031, propagate_backward_time: 497.5514526367, weight_update_time: 0.8602606058, other_time: 9.6181030273
epoch time: 67.7002944946s, input_fired_time: 1.2627367973, output_fired_time: 0.0000000000, propagate_forward_time: 64.6919097900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7456512451
validation[          , genome 15571] predictions:    9886/  10000 (98.86%), best:    9907/10000 (99.07%), error:       359.41998, best error:       310.85440 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 853.0396118164s, input_fired_time: 10.2589197159, output_fired_time: 9.5392875671, propagate_forward_time: 324.5375671387, propagate_backward_time: 498.9367065430, weight_update_time: 0.8683989644, other_time: 9.7671203613
epoch time: 67.8350448608s, input_fired_time: 1.2445976734, output_fired_time: 0.0000000000, propagate_forward_time: 64.9315338135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6589126587
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       320.42630, best error:       310.85440 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 853.1513061523s, input_fired_time: 10.1676826477, output_fired_time: 9.5364332199, propagate_forward_time: 324.7118530273, propagate_backward_time: 499.1454162598, weight_update_time: 0.8542454243, other_time: 9.5899353027
epoch time: 67.5014419556s, input_fired_time: 1.2419462204, output_fired_time: 0.0000000000, propagate_forward_time: 64.6005325317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6589660645
validation[          , genome 15571] predictions:    9902/  10000 (99.02%), best:    9907/10000 (99.07%), error:       330.02588, best error:       310.85440 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 854.0892944336s, input_fired_time: 10.3555784225, output_fired_time: 9.5686712265, propagate_forward_time: 324.8103637695, propagate_backward_time: 499.4395141602, weight_update_time: 0.8730470538, other_time: 9.9151611328
epoch time: 67.8543090820s, input_fired_time: 1.2690942287, output_fired_time: 0.0000000000, propagate_forward_time: 64.8256454468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7595672607
validation[          , genome 15571] predictions:    9904/  10000 (99.04%), best:    9907/10000 (99.07%), error:       313.21912, best error:       310.85440 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 851.3734130859s, input_fired_time: 10.1441917419, output_fired_time: 9.5013122559, propagate_forward_time: 324.2917785645, propagate_backward_time: 497.9454650879, weight_update_time: 0.8524023294, other_time: 9.4906616211
epoch time: 67.7263488770s, input_fired_time: 1.2456169128, output_fired_time: 0.0000000000, propagate_forward_time: 64.8102798462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6704483032
validation[          , genome 15571] predictions:    9900/  10000 (99.00%), best:    9907/10000 (99.07%), error:       326.02850, best error:       310.85440 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 852.3675537109s, input_fired_time: 10.2703590393, output_fired_time: 9.5538702011, propagate_forward_time: 324.3576660156, propagate_backward_time: 498.4003295898, weight_update_time: 0.8629922867, other_time: 9.7852783203
epoch time: 67.6209182739s, input_fired_time: 1.2411684990, output_fired_time: 0.0000000000, propagate_forward_time: 64.7232360840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6565170288
validation[          , genome 15571] predictions:    9913/  10000 (99.13%), best:    9907/10000 (99.07%), error:       317.70010, best error:       310.85440 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 852.4274902344s, input_fired_time: 10.1458578110, output_fired_time: 9.5305757523, propagate_forward_time: 324.5847167969, propagate_backward_time: 498.6388854980, weight_update_time: 0.8533502817, other_time: 9.5274353027
epoch time: 67.5780792236s, input_fired_time: 1.2438824177, output_fired_time: 0.0000000000, propagate_forward_time: 64.6737060547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6604919434
validation[          , genome 15571] predictions:    9906/  10000 (99.06%), best:    9907/10000 (99.07%), error:       311.57132, best error:       310.85440 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 849.3466796875s, input_fired_time: 10.1008024216, output_fired_time: 9.4966382980, propagate_forward_time: 323.4690856934, propagate_backward_time: 496.8823242188, weight_update_time: 0.8489074707, other_time: 9.3977966309
epoch time: 68.1986694336s, input_fired_time: 1.2676706314, output_fired_time: 0.0000000000, propagate_forward_time: 65.1765594482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7544403076
validation[          , genome 15571] predictions:    9907/  10000 (99.07%), best:    9907/10000 (99.07%), error:       338.59818, best error:       310.85440 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 850.3411254883s, input_fired_time: 10.1153221130, output_fired_time: 9.5086231232, propagate_forward_time: 323.8833618164, propagate_backward_time: 497.3833923340, weight_update_time: 0.8482274413, other_time: 9.4504699707
epoch time: 67.6810379028s, input_fired_time: 1.2452841997, output_fired_time: 0.0000000000, propagate_forward_time: 64.7615509033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6742019653
validation[          , genome 15571] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       309.81277, best error:       309.81277 on epoch:   100, 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: 339.7747192383s, input_fired_time: 6.2738385201, output_fired_time: 0.0000000000, propagate_forward_time: 325.0534362793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.4474487305
best training[          , genome 15571] predictions:   50000/  50000 (100.00%), best:    9915/10000 (99.15%), error:        91.80695, best error:       309.81277 on epoch:   100, 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: 67.9744110107s, input_fired_time: 1.2448068857, output_fired_time: 0.0000000000, propagate_forward_time: 65.0639038086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6657028198
   testing[          , genome 15571] predictions:    9911/  10000 (99.11%), best:    9915/10000 (99.15%), error:       260.84216, best error:       309.81277 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:26:00 (3560): called boinc_finish(0)

</stderr_txt>
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