Nameexact_genome_1517574602_52_18306_1
Workunit2991128
Created9 Feb 2018, 9:50:18 UTC
Sent9 Feb 2018, 10:11:11 UTC
Report deadline13 Mar 2018, 6:01:12 UTC
Received12 Feb 2018, 7:37:52 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60433
Run time13 hours 0 min 8 sec
CPU time12 hours 34 min 48 sec
Validate stateInitial
Credit0.00
Device peak FLOPS4.62 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size151.28 MB
Peak swap size4,404.42 MB
Peak disk usage3.87 MB

Stderr output

<core_client_version>7.8.6</core_client_version>
<![CDATA[
<stderr_txt>
me: 29.9811115265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8975620270
validation[          , genome 18306] predictions:    9833/  10000 (98.33%), best:    9840/10000 (98.40%), error:       570.40143, best error:       495.33032 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 488.3359069824s, input_fired_time: 5.8646974564, output_fired_time: 4.0127902031, propagate_forward_time: 138.0791320801, propagate_backward_time: 332.2249145508, weight_update_time: 2.4478707314, other_time: 8.1543884277
epoch time: 30.8976936340s, input_fired_time: 0.7437049747, output_fired_time: 0.0000000000, propagate_forward_time: 29.2491836548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9048042297
validation[          , genome 18306] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       492.04147, best error:       492.04147 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 482.1148071289s, input_fired_time: 6.8540344238, output_fired_time: 5.9834880829, propagate_forward_time: 142.3434600830, propagate_backward_time: 319.7687377930, weight_update_time: 0.4409872591, other_time: 7.1651000977
epoch time: 31.4415454865s, input_fired_time: 0.7490953207, output_fired_time: 0.0000000000, propagate_forward_time: 29.7641468048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9283027649
validation[          , genome 18306] predictions:    9840/  10000 (98.40%), best:    9833/10000 (98.33%), error:       515.30212, best error:       492.04147 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 488.0266113281s, input_fired_time: 5.8305597305, output_fired_time: 4.9655885696, propagate_forward_time: 148.2747497559, propagate_backward_time: 323.8078613281, weight_update_time: 0.4391447604, other_time: 5.1478576660
epoch time: 32.5728836060s, input_fired_time: 0.7572550774, output_fired_time: 0.0000000000, propagate_forward_time: 30.9040260315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9116020203
validation[          , genome 18306] predictions:    9814/  10000 (98.14%), best:    9833/10000 (98.33%), error:       582.03925, best error:       492.04147 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 490.4156188965s, input_fired_time: 5.8757100105, output_fired_time: 5.0049309731, propagate_forward_time: 142.2967071533, propagate_backward_time: 332.0745849609, weight_update_time: 0.4394322932, other_time: 5.1636962891
epoch time: 32.6609039307s, input_fired_time: 0.7650918961, output_fired_time: 0.0000000000, propagate_forward_time: 30.9559383392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9398746490
validation[          , genome 18306] predictions:    9826/  10000 (98.26%), best:    9833/10000 (98.33%), error:       548.39984, best error:       492.04147 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 482.9920043945s, input_fired_time: 7.8714141846, output_fired_time: 3.9728548527, propagate_forward_time: 149.5178527832, propagate_backward_time: 314.4574890137, weight_update_time: 0.4401065409, other_time: 7.1723937988
epoch time: 32.6371421814s, input_fired_time: 0.7376309037, output_fired_time: 0.0000000000, propagate_forward_time: 31.0008754730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8986358643
validation[          , genome 18306] predictions:    9851/  10000 (98.51%), best:    9851/10000 (98.51%), error:       480.15399, best error:       480.15399 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 480.8411560059s, input_fired_time: 6.8802042007, output_fired_time: 3.9795420170, propagate_forward_time: 145.0144958496, propagate_backward_time: 318.8193359375, weight_update_time: 0.4392692447, other_time: 6.1475524902
epoch time: 32.1290397644s, input_fired_time: 0.7535460591, output_fired_time: 0.0000000000, propagate_forward_time: 28.4619922638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9135017395
validation[          , genome 18306] predictions:    9836/  10000 (98.36%), best:    9851/10000 (98.51%), error:       540.06018, best error:       480.15399 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 483.4963684082s, input_fired_time: 7.9060745239, output_fired_time: 3.9845812321, propagate_forward_time: 136.3904418945, propagate_backward_time: 327.0908813477, weight_update_time: 0.4351029992, other_time: 8.1243896484
epoch time: 30.6362838745s, input_fired_time: 0.7467364669, output_fired_time: 0.0000000000, propagate_forward_time: 28.9872703552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022769928
validation[          , genome 18306] predictions:    9830/  10000 (98.30%), best:    9851/10000 (98.51%), error:       537.83380, best error:       480.15399 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 479.5468750000s, input_fired_time: 5.8590731621, output_fired_time: 3.9610476494, propagate_forward_time: 149.3789062500, propagate_backward_time: 315.2170715332, weight_update_time: 0.4372398257, other_time: 5.1307678223
epoch time: 31.9325656891s, input_fired_time: 0.7487737536, output_fired_time: 0.0000000000, propagate_forward_time: 30.2713317871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9124603271
validation[          , genome 18306] predictions:    9850/  10000 (98.50%), best:    9851/10000 (98.51%), error:       502.29443, best error:       480.15399 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 482.0120849609s, input_fired_time: 7.8827652931, output_fired_time: 3.9792478085, propagate_forward_time: 149.1605987549, propagate_backward_time: 315.8511962891, weight_update_time: 0.4393835664, other_time: 5.1383056641
epoch time: 31.8710117340s, input_fired_time: 0.7468668818, output_fired_time: 0.0000000000, propagate_forward_time: 30.2046241760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9195213318
validation[          , genome 18306] predictions:    9828/  10000 (98.28%), best:    9851/10000 (98.51%), error:       573.20856, best error:       480.15399 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 484.5619201660s, input_fired_time: 6.8866357803, output_fired_time: 6.0077214241, propagate_forward_time: 148.8908843994, propagate_backward_time: 317.6398315430, weight_update_time: 0.4386684597, other_time: 5.1368408203
epoch time: 31.9579277039s, input_fired_time: 0.7503206134, output_fired_time: 0.0000000000, propagate_forward_time: 30.3019371033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9056701660
validation[          , genome 18306] predictions:    9831/  10000 (98.31%), best:    9851/10000 (98.51%), error:       528.72595, best error:       480.15399 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 475.3586120605s, input_fired_time: 7.8797073364, output_fired_time: 3.9958763123, propagate_forward_time: 142.8705444336, propagate_backward_time: 315.4862365723, weight_update_time: 0.4367060661, other_time: 5.1262512207
epoch time: 31.0085735321s, input_fired_time: 0.7434881926, output_fired_time: 0.0000000000, propagate_forward_time: 29.3557987213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092864990
validation[          , genome 18306] predictions:    9816/  10000 (98.16%), best:    9851/10000 (98.51%), error:       576.89343, best error:       480.15399 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 481.2256164551s, input_fired_time: 7.8671169281, output_fired_time: 3.9398989677, propagate_forward_time: 141.6588134766, propagate_backward_time: 322.6223144531, weight_update_time: 0.4366457462, other_time: 5.1374511719
epoch time: 34.5004310608s, input_fired_time: 2.7609171867, output_fired_time: 0.0000000000, propagate_forward_time: 30.8157215118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9237918854
validation[          , genome 18306] predictions:    9860/  10000 (98.60%), best:    9860/10000 (98.60%), error:       449.52267, best error:       449.52267 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 485.1521606445s, input_fired_time: 7.8703422546, output_fired_time: 4.9730982780, propagate_forward_time: 141.0715484619, propagate_backward_time: 326.0823669434, weight_update_time: 0.4409128428, other_time: 5.1548156738
epoch time: 32.4829978943s, input_fired_time: 0.7555571795, output_fired_time: 0.0000000000, propagate_forward_time: 30.8050956726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9223442078
validation[          , genome 18306] predictions:    9844/  10000 (98.44%), best:    9860/10000 (98.60%), error:       516.33319, best error:       449.52267 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 473.0900268555s, input_fired_time: 5.8697080612, output_fired_time: 3.9599943161, propagate_forward_time: 144.9330749512, propagate_backward_time: 313.1790161133, weight_update_time: 0.4402782917, other_time: 5.1482238770
epoch time: 33.5491485596s, input_fired_time: 0.7592278719, output_fired_time: 0.0000000000, propagate_forward_time: 31.8699264526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9199943542
validation[          , genome 18306] predictions:    9834/  10000 (98.34%), best:    9860/10000 (98.60%), error:       499.93994, best error:       449.52267 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 482.0627136230s, input_fired_time: 5.9048476219, output_fired_time: 3.9623408318, propagate_forward_time: 137.5178527832, propagate_backward_time: 329.5287475586, weight_update_time: 0.4398913682, other_time: 5.1489257812
epoch time: 33.0017433167s, input_fired_time: 0.7484179735, output_fired_time: 0.0000000000, propagate_forward_time: 31.3348903656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9184360504
validation[          , genome 18306] predictions:    9865/  10000 (98.65%), best:    9860/10000 (98.60%), error:       452.94879, best error:       449.52267 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 479.9560241699s, input_fired_time: 5.8893036842, output_fired_time: 3.9704642296, propagate_forward_time: 153.7137603760, propagate_backward_time: 311.2448730469, weight_update_time: 0.4387186170, other_time: 5.1376342773
epoch time: 32.5177421570s, input_fired_time: 0.7651299238, output_fired_time: 0.0000000000, propagate_forward_time: 30.8289947510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9236183167
validation[          , genome 18306] predictions:    9851/  10000 (98.51%), best:    9860/10000 (98.60%), error:       491.99789, best error:       449.52267 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 479.5148620605s, input_fired_time: 8.8697538376, output_fired_time: 5.9511194229, propagate_forward_time: 135.0667114258, propagate_backward_time: 323.5049133301, weight_update_time: 0.4392036796, other_time: 6.1223754883
epoch time: 30.9034881592s, input_fired_time: 1.7553548813, output_fired_time: 0.0000000000, propagate_forward_time: 28.2546920776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8934402466
validation[          , genome 18306] predictions:    9845/  10000 (98.45%), best:    9860/10000 (98.60%), error:       486.15402, best error:       449.52267 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 485.3462829590s, input_fired_time: 7.9233675003, output_fired_time: 3.9723370075, propagate_forward_time: 141.7752075195, propagate_backward_time: 324.5484924316, weight_update_time: 0.4329766035, other_time: 7.1268615723
epoch time: 30.6773319244s, input_fired_time: 0.7523843646, output_fired_time: 0.0000000000, propagate_forward_time: 29.0194759369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9054718018
validation[          , genome 18306] predictions:    9839/  10000 (98.39%), best:    9860/10000 (98.60%), error:       510.72073, best error:       449.52267 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 485.6168823242s, input_fired_time: 5.8996047974, output_fired_time: 3.9479308128, propagate_forward_time: 150.4614715576, propagate_backward_time: 320.1382446289, weight_update_time: 0.4424449205, other_time: 5.1696166992
epoch time: 31.7741756439s, input_fired_time: 0.7572750449, output_fired_time: 0.0000000000, propagate_forward_time: 30.1137809753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9031200409
validation[          , genome 18306] predictions:    9855/  10000 (98.55%), best:    9860/10000 (98.60%), error:       453.74512, best error:       449.52267 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 485.3540954590s, input_fired_time: 7.9051108360, output_fired_time: 4.9591555595, propagate_forward_time: 148.7544403076, propagate_backward_time: 318.5819091797, weight_update_time: 0.4403547943, other_time: 5.1534423828
epoch time: 32.4551506042s, input_fired_time: 0.7595930696, output_fired_time: 0.0000000000, propagate_forward_time: 30.7705554962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9250011444
validation[          , genome 18306] predictions:    9839/  10000 (98.39%), best:    9860/10000 (98.60%), error:       462.80341, best error:       449.52267 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 479.3818969727s, input_fired_time: 6.8859181404, output_fired_time: 3.9940495491, propagate_forward_time: 142.2797698975, propagate_backward_time: 321.0112304688, weight_update_time: 0.4443125725, other_time: 5.2109375000
epoch time: 32.0196304321s, input_fired_time: 1.7585322857, output_fired_time: 0.0000000000, propagate_forward_time: 29.3469924927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9141063690
validation[          , genome 18306] predictions:    9868/  10000 (98.68%), best:    9860/10000 (98.60%), error:       451.64279, best error:       449.52267 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 474.8551330566s, input_fired_time: 5.8969864845, output_fired_time: 3.9574742317, propagate_forward_time: 145.5965576172, propagate_backward_time: 314.2742309570, weight_update_time: 0.4364981651, other_time: 5.1298828125
epoch time: 31.0687713623s, input_fired_time: 0.7503405213, output_fired_time: 0.0000000000, propagate_forward_time: 29.4115867615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068431854
validation[          , genome 18306] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       429.87256, best error:       429.87256 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 483.3682861328s, input_fired_time: 5.8915052414, output_fired_time: 3.9630019665, propagate_forward_time: 143.0670318604, propagate_backward_time: 325.3206481934, weight_update_time: 0.4373587668, other_time: 5.1260681152
epoch time: 32.1927604675s, input_fired_time: 0.7579764128, output_fired_time: 0.0000000000, propagate_forward_time: 30.5218067169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9129772186
validation[          , genome 18306] predictions:    9868/  10000 (98.68%), best:    9854/10000 (98.54%), error:       443.33514, best error:       429.87256 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 486.3236694336s, input_fired_time: 5.9027390480, output_fired_time: 4.0059533119, propagate_forward_time: 144.1846771240, propagate_backward_time: 327.0902404785, weight_update_time: 0.4434258044, other_time: 5.1400451660
epoch time: 32.1273231506s, input_fired_time: 0.7552653551, output_fired_time: 0.0000000000, propagate_forward_time: 30.4625911713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9094657898
validation[          , genome 18306] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       393.71078, best error:       393.71078 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 482.4310913086s, input_fired_time: 5.9042110443, output_fired_time: 3.9438054562, propagate_forward_time: 147.9563293457, propagate_backward_time: 319.4763793945, weight_update_time: 0.4378567338, other_time: 5.1503601074
epoch time: 35.1781120300s, input_fired_time: 0.7592738271, output_fired_time: 0.0000000000, propagate_forward_time: 33.5012283325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9176101685
validation[          , genome 18306] predictions:    9860/  10000 (98.60%), best:    9875/10000 (98.75%), error:       445.43045, best error:       393.71078 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 480.7741394043s, input_fired_time: 7.9071359634, output_fired_time: 3.9647994041, propagate_forward_time: 138.0461883545, propagate_backward_time: 324.6894836426, weight_update_time: 0.4388519824, other_time: 6.1665344238
epoch time: 30.9652519226s, input_fired_time: 0.7531957030, output_fired_time: 0.0000000000, propagate_forward_time: 29.3132991791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8987579346
validation[          , genome 18306] predictions:    9868/  10000 (98.68%), best:    9875/10000 (98.75%), error:       421.15332, best error:       393.71078 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 473.2344055176s, input_fired_time: 7.8679809570, output_fired_time: 3.9623799324, propagate_forward_time: 143.1336517334, propagate_backward_time: 313.1453247070, weight_update_time: 0.4359291196, other_time: 5.1250610352
epoch time: 30.4191436768s, input_fired_time: 1.7575260401, output_fired_time: 0.0000000000, propagate_forward_time: 27.7598972321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017200470
validation[          , genome 18306] predictions:    9848/  10000 (98.48%), best:    9875/10000 (98.75%), error:       479.79437, best error:       393.71078 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 478.4164733887s, input_fired_time: 5.8752913475, output_fired_time: 3.9466860294, propagate_forward_time: 150.2459411621, propagate_backward_time: 313.1911315918, weight_update_time: 0.4371345937, other_time: 5.1574096680
epoch time: 30.1483993530s, input_fired_time: 0.7404723763, output_fired_time: 0.0000000000, propagate_forward_time: 27.5115280151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8963985443
validation[          , genome 18306] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       387.40198, best error:       387.40198 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 480.7575988770s, input_fired_time: 7.9039421082, output_fired_time: 3.9578859806, propagate_forward_time: 145.7964172363, propagate_backward_time: 317.9281921387, weight_update_time: 0.4414874613, other_time: 5.1711730957
epoch time: 30.7727546692s, input_fired_time: 0.7527065873, output_fired_time: 0.0000000000, propagate_forward_time: 29.1104221344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9096260071
validation[          , genome 18306] predictions:    9860/  10000 (98.60%), best:    9884/10000 (98.84%), error:       452.85522, best error:       387.40198 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 476.3609924316s, input_fired_time: 6.9117217064, output_fired_time: 3.9554371834, propagate_forward_time: 144.2197723389, propagate_backward_time: 315.1324462891, weight_update_time: 0.4363473058, other_time: 6.1416015625
epoch time: 30.4630546570s, input_fired_time: 0.7526517510, output_fired_time: 0.0000000000, propagate_forward_time: 28.8195056915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8908977509
validation[          , genome 18306] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       384.64694, best error:       384.64694 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 472.9009399414s, input_fired_time: 7.8814277649, output_fired_time: 3.9339716434, propagate_forward_time: 143.5373992920, propagate_backward_time: 311.4314270020, weight_update_time: 0.4379951656, other_time: 6.1167297363
epoch time: 30.6237888336s, input_fired_time: 0.7477191091, output_fired_time: 0.0000000000, propagate_forward_time: 28.9608688354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9152011871
validation[          , genome 18306] predictions:    9872/  10000 (98.72%), best:    9873/10000 (98.73%), error:       399.41727, best error:       384.64694 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 489.6847229004s, input_fired_time: 6.9100203514, output_fired_time: 3.9546282291, propagate_forward_time: 154.7840728760, propagate_backward_time: 318.8880920410, weight_update_time: 0.4383589029, other_time: 5.1479187012
epoch time: 31.5654449463s, input_fired_time: 0.7517139316, output_fired_time: 0.0000000000, propagate_forward_time: 29.9115200043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9022102356
validation[          , genome 18306] predictions:    9853/  10000 (98.53%), best:    9873/10000 (98.73%), error:       464.42111, best error:       384.64694 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 479.0723876953s, input_fired_time: 5.9045453072, output_fired_time: 4.9568700790, propagate_forward_time: 145.3628540039, propagate_backward_time: 317.7278747559, weight_update_time: 0.4350245595, other_time: 5.1202392578
epoch time: 30.8045158386s, input_fired_time: 0.7512201667, output_fired_time: 0.0000000000, propagate_forward_time: 29.1447982788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9084968567
validation[          , genome 18306] predictions:    9864/  10000 (98.64%), best:    9873/10000 (98.73%), error:       402.12012, best error:       384.64694 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 479.4118957520s, input_fired_time: 6.8981914520, output_fired_time: 3.9289412498, propagate_forward_time: 146.8873443604, propagate_backward_time: 316.5700073242, weight_update_time: 0.4352615774, other_time: 5.1273803711
epoch time: 30.0633487701s, input_fired_time: 0.7444220185, output_fired_time: 0.0000000000, propagate_forward_time: 27.4238777161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8950481415
validation[          , genome 18306] predictions:    9865/  10000 (98.65%), best:    9873/10000 (98.73%), error:       398.96994, best error:       384.64694 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 471.8306579590s, input_fired_time: 6.8986992836, output_fired_time: 3.9469170570, propagate_forward_time: 138.0688781738, propagate_backward_time: 316.8118286133, weight_update_time: 0.4325737059, other_time: 6.1043090820
epoch time: 33.2206192017s, input_fired_time: 0.7600209117, output_fired_time: 0.0000000000, propagate_forward_time: 31.5492534637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9113445282
validation[          , genome 18306] predictions:    9878/  10000 (98.78%), best:    9873/10000 (98.73%), error:       397.52213, best error:       384.64694 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 485.6567382812s, input_fired_time: 5.9428868294, output_fired_time: 3.9575920105, propagate_forward_time: 144.9264068604, propagate_backward_time: 323.6626586914, weight_update_time: 0.4390067756, other_time: 7.1671752930
epoch time: 30.7814788818s, input_fired_time: 0.7572558522, output_fired_time: 0.0000000000, propagate_forward_time: 29.1147899628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9094333649
validation[          , genome 18306] predictions:    9871/  10000 (98.71%), best:    9873/10000 (98.73%), error:       397.34061, best error:       384.64694 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 483.8976135254s, input_fired_time: 5.9380593300, output_fired_time: 4.9751639366, propagate_forward_time: 138.1008605957, propagate_backward_time: 328.7693786621, weight_update_time: 0.4385595620, other_time: 6.1141662598
epoch time: 31.8400325775s, input_fired_time: 0.7527576685, output_fired_time: 0.0000000000, propagate_forward_time: 30.1818122864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9054622650
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       380.34778, best error:       380.34778 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 487.7025146484s, input_fired_time: 5.9433360100, output_fired_time: 6.0096869469, propagate_forward_time: 148.6845397949, propagate_backward_time: 319.9191894531, weight_update_time: 0.4392408133, other_time: 7.1457824707
epoch time: 31.9603614807s, input_fired_time: 0.7604413629, output_fired_time: 0.0000000000, propagate_forward_time: 30.2879486084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9119720459
validation[          , genome 18306] predictions:    9880/  10000 (98.80%), best:    9879/10000 (98.79%), error:       382.05487, best error:       380.34778 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 470.0010375977s, input_fired_time: 7.9158124924, output_fired_time: 6.9842147827, propagate_forward_time: 136.8814239502, propagate_backward_time: 312.0921325684, weight_update_time: 1.4373097420, other_time: 6.1274719238
epoch time: 31.0622348785s, input_fired_time: 0.7507127523, output_fired_time: 0.0000000000, propagate_forward_time: 29.4046611786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9068603516
validation[          , genome 18306] predictions:    9872/  10000 (98.72%), best:    9879/10000 (98.79%), error:       388.89389, best error:       380.34778 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 483.1675415039s, input_fired_time: 6.9171690941, output_fired_time: 3.9721760750, propagate_forward_time: 144.1371917725, propagate_backward_time: 322.9981689453, weight_update_time: 0.4409984350, other_time: 5.1428222656
epoch time: 32.1957283020s, input_fired_time: 0.7655042410, output_fired_time: 0.0000000000, propagate_forward_time: 30.5203475952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9098758698
validation[          , genome 18306] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       367.12939, best error:       367.12939 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 479.6781005859s, input_fired_time: 5.8998193741, output_fired_time: 3.9625864029, propagate_forward_time: 147.9417572021, propagate_backward_time: 316.7446899414, weight_update_time: 0.4364287853, other_time: 5.1292724609
epoch time: 33.2201309204s, input_fired_time: 0.7618363500, output_fired_time: 0.0000000000, propagate_forward_time: 31.5473232269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9109706879
validation[          , genome 18306] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       362.67465, best error:       362.67465 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 481.8861999512s, input_fired_time: 8.9618520737, output_fired_time: 3.9919719696, propagate_forward_time: 152.5448608398, propagate_backward_time: 309.2229614258, weight_update_time: 0.4416905940, other_time: 7.1645507812
epoch time: 33.3249588013s, input_fired_time: 0.7624447942, output_fired_time: 0.0000000000, propagate_forward_time: 31.6442604065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9182548523
validation[          , genome 18306] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       352.53250, best error:       352.53250 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 479.1000671387s, input_fired_time: 5.9114041328, output_fired_time: 3.9536683559, propagate_forward_time: 144.5958251953, propagate_backward_time: 319.5033874512, weight_update_time: 0.4362869859, other_time: 5.1357727051
epoch time: 30.8803825378s, input_fired_time: 0.7581595182, output_fired_time: 0.0000000000, propagate_forward_time: 29.2108020782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9114208221
validation[          , genome 18306] predictions:    9890/  10000 (98.90%), best:    9894/10000 (98.94%), error:       370.77057, best error:       352.53250 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 477.5138244629s, input_fired_time: 11.9464035034, output_fired_time: 3.9582378864, propagate_forward_time: 140.0439453125, propagate_backward_time: 314.4383239746, weight_update_time: 0.4341880381, other_time: 7.1268920898
epoch time: 31.8902206421s, input_fired_time: 0.7573344707, output_fired_time: 0.0000000000, propagate_forward_time: 30.2248439789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9080429077
validation[          , genome 18306] predictions:    9876/  10000 (98.76%), best:    9894/10000 (98.94%), error:       388.85272, best error:       352.53250 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 476.7655639648s, input_fired_time: 8.9111909866, output_fired_time: 3.9405195713, propagate_forward_time: 142.1827087402, propagate_backward_time: 316.6089172363, weight_update_time: 0.4401710331, other_time: 5.1222229004
epoch time: 32.6621017456s, input_fired_time: 0.7555201054, output_fired_time: 0.0000000000, propagate_forward_time: 31.0043849945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9021968842
validation[          , genome 18306] predictions:    9861/  10000 (98.61%), best:    9894/10000 (98.94%), error:       423.30124, best error:       352.53250 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 479.4346618652s, input_fired_time: 6.9282851219, output_fired_time: 3.9613237381, propagate_forward_time: 144.8550720215, propagate_backward_time: 318.5105590820, weight_update_time: 0.4399726987, other_time: 5.1794128418
epoch time: 31.3578071594s, input_fired_time: 0.7669921517, output_fired_time: 0.0000000000, propagate_forward_time: 29.6766128540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9142017365
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       389.25677, best error:       352.53250 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 481.5840759277s, input_fired_time: 7.9379186630, output_fired_time: 4.9816532135, propagate_forward_time: 148.7011718750, propagate_backward_time: 314.8117370605, weight_update_time: 0.4384238422, other_time: 5.1515808105
epoch time: 32.3473739624s, input_fired_time: 0.7684409618, output_fired_time: 0.0000000000, propagate_forward_time: 30.6635971069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9153366089
validation[          , genome 18306] predictions:    9881/  10000 (98.81%), best:    9894/10000 (98.94%), error:       358.29962, best error:       352.53250 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 476.8377990723s, input_fired_time: 5.9142937660, output_fired_time: 4.9583892822, propagate_forward_time: 135.1859130859, propagate_backward_time: 325.6531066895, weight_update_time: 0.4364715517, other_time: 5.1260681152
epoch time: 33.3758354187s, input_fired_time: 0.7662983537, output_fired_time: 0.0000000000, propagate_forward_time: 31.7005615234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9089736938
validation[          , genome 18306] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       383.06781, best error:       352.53250 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 476.9942016602s, input_fired_time: 5.9445986748, output_fired_time: 4.9690880775, propagate_forward_time: 143.0543212891, propagate_backward_time: 317.9295043945, weight_update_time: 0.4342922568, other_time: 5.0966796875
epoch time: 32.1614379883s, input_fired_time: 0.7657036781, output_fired_time: 0.0000000000, propagate_forward_time: 30.4852313995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9105033875
validation[          , genome 18306] predictions:    9889/  10000 (98.89%), best:    9894/10000 (98.94%), error:       371.31171, best error:       352.53250 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 471.6180725098s, input_fired_time: 6.9284143448, output_fired_time: 3.9325094223, propagate_forward_time: 153.9966583252, propagate_backward_time: 301.6463623047, weight_update_time: 0.4327998459, other_time: 5.1141357422
epoch time: 32.9478416443s, input_fired_time: 0.7621300817, output_fired_time: 0.0000000000, propagate_forward_time: 31.2798366547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9058742523
validation[          , genome 18306] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       403.70178, best error:       352.53250 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 478.3003234863s, input_fired_time: 7.9559898376, output_fired_time: 3.9399454594, propagate_forward_time: 139.8100891113, propagate_backward_time: 320.4513244629, weight_update_time: 0.4354746342, other_time: 6.1429748535
epoch time: 30.6948261261s, input_fired_time: 0.7540935278, output_fired_time: 0.0000000000, propagate_forward_time: 29.0542430878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8864898682
validation[          , genome 18306] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       378.18790, best error:       352.53250 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 473.0180664062s, input_fired_time: 5.9207839966, output_fired_time: 4.9563741684, propagate_forward_time: 140.7086334229, propagate_backward_time: 316.3107910156, weight_update_time: 0.4353930950, other_time: 5.1215209961
epoch time: 33.0650596619s, input_fired_time: 0.7870032787, output_fired_time: 0.0000000000, propagate_forward_time: 30.3517742157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9262828827
validation[          , genome 18306] predictions:    9857/  10000 (98.57%), best:    9894/10000 (98.94%), error:       476.08279, best error:       352.53250 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 481.9294433594s, input_fired_time: 5.9583258629, output_fired_time: 3.9776401520, propagate_forward_time: 145.6055908203, propagate_backward_time: 321.2204895020, weight_update_time: 0.4410129786, other_time: 5.1674194336
epoch time: 30.9213256836s, input_fired_time: 0.7628667951, output_fired_time: 0.0000000000, propagate_forward_time: 29.2594833374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989753723
validation[          , genome 18306] predictions:    9886/  10000 (98.86%), best:    9894/10000 (98.94%), error:       383.12872, best error:       352.53250 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 481.1483764648s, input_fired_time: 7.9450531006, output_fired_time: 3.9255464077, propagate_forward_time: 138.7800140381, propagate_backward_time: 324.3797912598, weight_update_time: 0.4335240722, other_time: 6.1179504395
epoch time: 32.7325477600s, input_fired_time: 0.7613403797, output_fired_time: 0.0000000000, propagate_forward_time: 31.0619640350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092426300
validation[          , genome 18306] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       395.43964, best error:       352.53250 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 471.5013427734s, input_fired_time: 6.9291296005, output_fired_time: 4.9642348289, propagate_forward_time: 140.6463012695, propagate_backward_time: 313.8313293457, weight_update_time: 0.4393641651, other_time: 5.1303405762
epoch time: 32.6970901489s, input_fired_time: 0.7743361592, output_fired_time: 0.0000000000, propagate_forward_time: 31.0063877106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9163665771
validation[          , genome 18306] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       388.09241, best error:       352.53250 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 483.2223205566s, input_fired_time: 5.9317584038, output_fired_time: 3.9716875553, propagate_forward_time: 146.8535003662, propagate_backward_time: 320.3255004883, weight_update_time: 0.4365074337, other_time: 6.1398925781
epoch time: 33.0600280762s, input_fired_time: 0.7651393414, output_fired_time: 0.0000000000, propagate_forward_time: 31.3856410980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9092464447
validation[          , genome 18306] predictions:    9847/  10000 (98.47%), best:    9894/10000 (98.94%), error:       479.79593, best error:       352.53250 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 483.9680175781s, input_fired_time: 7.9595031738, output_fired_time: 3.9858422279, propagate_forward_time: 150.2173004150, propagate_backward_time: 316.6373291016, weight_update_time: 0.4411129057, other_time: 5.1680297852
epoch time: 33.7280769348s, input_fired_time: 0.7705779672, output_fired_time: 0.0000000000, propagate_forward_time: 32.0318412781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9256591797
validation[          , genome 18306] predictions:    9884/  10000 (98.84%), best:    9894/10000 (98.94%), error:       388.81781, best error:       352.53250 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 483.0150451660s, input_fired_time: 5.9249544144, output_fired_time: 3.9713704586, propagate_forward_time: 138.7448577881, propagate_backward_time: 329.2370910645, weight_update_time: 0.4357790649, other_time: 5.1367492676
epoch time: 30.1557159424s, input_fired_time: 0.7544623613, output_fired_time: 0.0000000000, propagate_forward_time: 28.5197696686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8814830780
validation[          , genome 18306] predictions:    9887/  10000 (98.87%), best:    9894/10000 (98.94%), error:       384.36230, best error:       352.53250 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 482.7485351562s, input_fired_time: 5.9345421791, output_fired_time: 3.9728021622, propagate_forward_time: 139.7005004883, propagate_backward_time: 325.9900512695, weight_update_time: 0.4428175390, other_time: 7.1506347656
epoch time: 33.3003692627s, input_fired_time: 0.7656478286, output_fired_time: 0.0000000000, propagate_forward_time: 31.6291885376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9055328369
validation[          , genome 18306] predictions:    9888/  10000 (98.88%), best:    9894/10000 (98.94%), error:       383.99728, best error:       352.53250 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 477.3628234863s, input_fired_time: 5.9356150627, output_fired_time: 3.9654428959, propagate_forward_time: 140.7270660400, propagate_backward_time: 321.6146850586, weight_update_time: 0.4362897873, other_time: 5.1199951172
epoch time: 31.2059059143s, input_fired_time: 0.7664180994, output_fired_time: 0.0000000000, propagate_forward_time: 29.5261821747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9133052826
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       388.50320, best error:       352.53250 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 487.5181579590s, input_fired_time: 7.9489617348, output_fired_time: 6.9713897705, propagate_forward_time: 143.4415130615, propagate_backward_time: 323.0556640625, weight_update_time: 0.4341442287, other_time: 6.1005859375
epoch time: 33.3616027832s, input_fired_time: 0.7635428905, output_fired_time: 0.0000000000, propagate_forward_time: 31.6902217865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9078388214
validation[          , genome 18306] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       387.81424, best error:       352.53250 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 481.6723937988s, input_fired_time: 7.9543213844, output_fired_time: 7.9682221413, propagate_forward_time: 143.8180236816, propagate_backward_time: 316.7567749023, weight_update_time: 0.4460152090, other_time: 5.1750488281
epoch time: 31.0374946594s, input_fired_time: 0.7635116577, output_fired_time: 0.0000000000, propagate_forward_time: 29.3693561554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9046268463
validation[          , genome 18306] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       415.38495, best error:       352.53250 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 474.1191101074s, input_fired_time: 6.9341487885, output_fired_time: 3.9527649879, propagate_forward_time: 143.8673553467, propagate_backward_time: 313.2370605469, weight_update_time: 0.4396107793, other_time: 6.1278076172
epoch time: 30.9562797546s, input_fired_time: 0.7635214329, output_fired_time: 0.0000000000, propagate_forward_time: 29.2954750061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8972835541
validation[          , genome 18306] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       387.62198, best error:       352.53250 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 472.1068115234s, input_fired_time: 7.9326419830, output_fired_time: 3.9369680882, propagate_forward_time: 146.8550262451, propagate_backward_time: 307.2657775879, weight_update_time: 0.4354805648, other_time: 6.1163635254
epoch time: 31.5972385406s, input_fired_time: 0.7589522600, output_fired_time: 0.0000000000, propagate_forward_time: 29.9456844330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8926010132
validation[          , genome 18306] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       393.08408, best error:       352.53250 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 477.3996887207s, input_fired_time: 7.9277725220, output_fired_time: 3.9397118092, propagate_forward_time: 137.9791564941, propagate_backward_time: 320.4458007812, weight_update_time: 0.4331645966, other_time: 7.1072692871
epoch time: 31.8130893707s, input_fired_time: 0.7636774182, output_fired_time: 0.0000000000, propagate_forward_time: 30.1531848907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8962268829
validation[          , genome 18306] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       402.82712, best error:       352.53250 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 483.0370178223s, input_fired_time: 10.9984006882, output_fired_time: 3.9916772842, propagate_forward_time: 143.8562469482, propagate_backward_time: 318.0046081543, weight_update_time: 0.4456743300, other_time: 6.1860656738
epoch time: 31.9683208466s, input_fired_time: 0.7688277960, output_fired_time: 0.0000000000, propagate_forward_time: 30.2825737000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9169197083
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       402.51843, best error:       352.53250 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 478.3800354004s, input_fired_time: 5.9484963417, output_fired_time: 3.9773857594, propagate_forward_time: 141.2926025391, propagate_backward_time: 320.0160522461, weight_update_time: 0.4354453683, other_time: 7.1455078125
epoch time: 34.0797080994s, input_fired_time: 0.7670083642, output_fired_time: 0.0000000000, propagate_forward_time: 32.4056129456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9070854187
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       402.53171, best error:       352.53250 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 474.9098510742s, input_fired_time: 6.9223227501, output_fired_time: 5.9352765083, propagate_forward_time: 141.4113159180, propagate_backward_time: 314.5443725586, weight_update_time: 1.4405889511, other_time: 6.0965576172
epoch time: 31.8600807190s, input_fired_time: 0.7614158988, output_fired_time: 0.0000000000, propagate_forward_time: 30.1996803284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989849091
validation[          , genome 18306] predictions:    9862/  10000 (98.62%), best:    9894/10000 (98.94%), error:       454.41278, best error:       352.53250 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 481.0276794434s, input_fired_time: 5.9743375778, output_fired_time: 4.9531989098, propagate_forward_time: 137.8596343994, propagate_backward_time: 323.0650024414, weight_update_time: 2.4514324665, other_time: 9.1755371094
epoch time: 35.3627510071s, input_fired_time: 0.7763059139, output_fired_time: 0.0000000000, propagate_forward_time: 33.6694412231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9170036316
validation[          , genome 18306] predictions:    9876/  10000 (98.76%), best:    9894/10000 (98.94%), error:       413.80142, best error:       352.53250 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 480.6653137207s, input_fired_time: 5.9455542564, output_fired_time: 4.9356775284, propagate_forward_time: 144.5959625244, propagate_backward_time: 320.0261840820, weight_update_time: 0.4426127970, other_time: 5.1619262695
epoch time: 32.0460014343s, input_fired_time: 0.7652882934, output_fired_time: 0.0000000000, propagate_forward_time: 30.3831310272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8975830078
validation[          , genome 18306] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       399.37592, best error:       352.53250 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 478.8824462891s, input_fired_time: 7.9703292847, output_fired_time: 4.9540958405, propagate_forward_time: 143.4823303223, propagate_backward_time: 316.3630065918, weight_update_time: 0.4346661270, other_time: 6.1126708984
epoch time: 33.2255668640s, input_fired_time: 0.7671516538, output_fired_time: 0.0000000000, propagate_forward_time: 31.5521221161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9062938690
validation[          , genome 18306] predictions:    9874/  10000 (98.74%), best:    9894/10000 (98.94%), error:       402.15680, best error:       352.53250 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 484.1349182129s, input_fired_time: 6.9512052536, output_fired_time: 5.9716434479, propagate_forward_time: 144.9419555664, propagate_backward_time: 320.1253051758, weight_update_time: 0.4393479824, other_time: 6.1448059082
epoch time: 32.2127685547s, input_fired_time: 0.7653331161, output_fired_time: 0.0000000000, propagate_forward_time: 30.5352115631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9122238159
validation[          , genome 18306] predictions:    9875/  10000 (98.75%), best:    9894/10000 (98.94%), error:       403.51315, best error:       352.53250 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 470.5896301270s, input_fired_time: 6.9376816750, output_fired_time: 4.9449114799, propagate_forward_time: 136.9937896729, propagate_backward_time: 314.5732116699, weight_update_time: 0.4373701215, other_time: 7.1400451660
epoch time: 32.2298927307s, input_fired_time: 0.7692429423, output_fired_time: 0.0000000000, propagate_forward_time: 30.5533027649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9073467255
validation[          , genome 18306] predictions:    9877/  10000 (98.77%), best:    9894/10000 (98.94%), error:       398.46411, best error:       352.53250 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 474.4210205078s, input_fired_time: 6.9478945732, output_fired_time: 4.9370532036, propagate_forward_time: 147.3437652588, propagate_backward_time: 309.0667724609, weight_update_time: 0.4377512932, other_time: 6.1255493164
epoch time: 30.8200092316s, input_fired_time: 0.7609762549, output_fired_time: 0.0000000000, propagate_forward_time: 29.1440162659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9150161743
validation[          , genome 18306] predictions:    9873/  10000 (98.73%), best:    9894/10000 (98.94%), error:       419.30133, best error:       352.53250 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 479.5577697754s, input_fired_time: 6.9430670738, output_fired_time: 3.9866273403, propagate_forward_time: 145.3880004883, propagate_backward_time: 316.0813903809, weight_update_time: 0.4380973279, other_time: 7.1586914062
epoch time: 31.2026157379s, input_fired_time: 0.7685763836, output_fired_time: 0.0000000000, propagate_forward_time: 29.5195655823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9144744873
validation[          , genome 18306] predictions:    9879/  10000 (98.79%), best:    9894/10000 (98.94%), error:       398.79889, best error:       352.53250 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 475.6973266602s, input_fired_time: 7.9547266960, output_fired_time: 4.9534320831, propagate_forward_time: 147.6811523438, propagate_backward_time: 309.9766845703, weight_update_time: 0.4373233914, other_time: 5.1313476562
epoch time: 30.7162590027s, input_fired_time: 0.7622171640, output_fired_time: 0.0000000000, propagate_forward_time: 29.0558795929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8981628418
validation[          , genome 18306] predictions:    9875/  10000 (98.75%), best:    9894/10000 (98.94%), error:       400.96768, best error:       352.53250 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 474.8130798340s, input_fired_time: 5.9369707108, output_fired_time: 4.9593138695, propagate_forward_time: 137.5155944824, propagate_backward_time: 321.2741088867, weight_update_time: 0.4349710643, other_time: 5.1270751953
epoch time: 31.3071289062s, input_fired_time: 0.7734518647, output_fired_time: 0.0000000000, propagate_forward_time: 29.6189727783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9147033691
validation[          , genome 18306] predictions:    9875/  10000 (98.75%), best:    9894/10000 (98.94%), error:       405.19971, best error:       352.53250 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 480.6364440918s, input_fired_time: 5.9296631813, output_fired_time: 3.9658105373, propagate_forward_time: 138.9909515381, propagate_backward_time: 326.6469421387, weight_update_time: 0.4375063777, other_time: 5.1030578613
epoch time: 30.9390678406s, input_fired_time: 0.7639290690, output_fired_time: 0.0000000000, propagate_forward_time: 29.2645130157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9106254578
validation[          , genome 18306] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       388.47006, best error:       352.53250 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 477.3842163086s, input_fired_time: 5.9636669159, output_fired_time: 4.9733562469, propagate_forward_time: 153.0320892334, propagate_backward_time: 307.2285766602, weight_update_time: 0.4400340915, other_time: 6.1865234375
epoch time: 32.0384445190s, input_fired_time: 0.7683172822, output_fired_time: 0.0000000000, propagate_forward_time: 30.3625736237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9075527191
validation[          , genome 18306] predictions:    9875/  10000 (98.75%), best:    9894/10000 (98.94%), error:       406.30252, best error:       352.53250 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 477.5469055176s, input_fired_time: 8.9616794586, output_fired_time: 3.9572198391, propagate_forward_time: 142.5642852783, propagate_backward_time: 314.9226379395, weight_update_time: 0.4370189905, other_time: 7.1410827637
epoch time: 31.9627304077s, input_fired_time: 0.7675613165, output_fired_time: 0.0000000000, propagate_forward_time: 30.2990760803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8960933685
validation[          , genome 18306] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       413.79276, best error:       352.53250 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 487.7646484375s, input_fired_time: 7.9976415634, output_fired_time: 4.0016088486, propagate_forward_time: 153.8945617676, propagate_backward_time: 316.7179260254, weight_update_time: 0.4453134239, other_time: 5.1528930664
epoch time: 30.6312923431s, input_fired_time: 0.7608114481, output_fired_time: 0.0000000000, propagate_forward_time: 28.9711265564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8993549347
validation[          , genome 18306] predictions:    9871/  10000 (98.71%), best:    9894/10000 (98.94%), error:       426.43478, best error:       352.53250 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 471.0169067383s, input_fired_time: 7.9463558197, output_fired_time: 3.9423584938, propagate_forward_time: 142.9281921387, propagate_backward_time: 311.0767517090, weight_update_time: 0.4360094368, other_time: 5.1232604980
epoch time: 33.0395431519s, input_fired_time: 0.7832274437, output_fired_time: 0.0000000000, propagate_forward_time: 31.3172931671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9390239716
validation[          , genome 18306] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       417.78119, best error:       352.53250 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 477.2543640137s, input_fired_time: 5.9623928070, output_fired_time: 4.9705300331, propagate_forward_time: 140.4207305908, propagate_backward_time: 319.7580566406, weight_update_time: 0.4438621998, other_time: 6.1426391602
epoch time: 31.1829700470s, input_fired_time: 0.7638986111, output_fired_time: 0.0000000000, propagate_forward_time: 28.4979019165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9211692810
validation[          , genome 18306] predictions:    9872/  10000 (98.72%), best:    9894/10000 (98.94%), error:       401.32169, best error:       352.53250 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 480.5766906738s, input_fired_time: 6.9654898643, output_fired_time: 3.9562251568, propagate_forward_time: 147.4236907959, propagate_backward_time: 313.0842285156, weight_update_time: 0.4350502193, other_time: 9.1470336914
epoch time: 33.5904579163s, input_fired_time: 0.7746009231, output_fired_time: 0.0000000000, propagate_forward_time: 31.8825626373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9332942963
validation[          , genome 18306] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       415.63348, best error:       352.53250 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 481.1597290039s, input_fired_time: 8.9669523239, output_fired_time: 3.9458165169, propagate_forward_time: 141.4301147461, propagate_backward_time: 320.6917724609, weight_update_time: 0.4374162555, other_time: 6.1250610352
epoch time: 30.7627906799s, input_fired_time: 0.7590330243, output_fired_time: 0.0000000000, propagate_forward_time: 29.1068077087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8969497681
validation[          , genome 18306] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       405.88052, best error:       352.53250 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 483.2539367676s, input_fired_time: 5.9678640366, output_fired_time: 4.9693088531, propagate_forward_time: 137.0001678467, propagate_backward_time: 329.1961364746, weight_update_time: 0.4347373247, other_time: 6.1204528809
epoch time: 33.5685272217s, input_fired_time: 0.7766723037, output_fired_time: 0.0000000000, propagate_forward_time: 31.8771896362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9146652222
validation[          , genome 18306] predictions:    9876/  10000 (98.76%), best:    9894/10000 (98.94%), error:       411.19629, best error:       352.53250 on epoch:    56, 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: 158.3649749756s, input_fired_time: 4.8203592300, output_fired_time: 0.0000000000, propagate_forward_time: 148.9852447510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5593719482
best training[          , genome 18306] predictions:   49997/  50000 (99.99%), best:    9894/10000 (98.94%), error:       126.99737, best error:       352.53250 on epoch:    56, 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: 30.7782516479s, input_fired_time: 0.7500817776, output_fired_time: 0.0000000000, propagate_forward_time: 29.1335353851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8946342468
   testing[          , genome 18306] predictions:    9897/  10000 (98.97%), best:    9894/10000 (98.94%), error:       351.15533, best error:       352.53250 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:24:57 (68471): called boinc_finish(0)

</stderr_txt>
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