Nameexact_genome_1508499903_22_16405_0
Workunit2272345
Created27 Oct 2017, 2:47:51 UTC
Sent27 Oct 2017, 3:45:09 UTC
Report deadline9 Dec 2017, 1:51:36 UTC
Received31 Oct 2017, 14:29:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 0 hours 14 min 37 sec
CPU time1 days 0 hours 9 min 35 sec
Validate stateValid
Credit10,730.29
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size169.92 MB
Peak swap size168.55 MB
Peak disk usage5.89 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 798.3375854492s, input_fired_time: 8.1826972961, output_fired_time: 8.4671888351, propagate_forward_time: 300.0314636230, propagate_backward_time: 472.4138183594, weight_update_time: 0.9785880446, other_time: 9.2424621582
epoch time: 62.3177795410s, input_fired_time: 1.0147488117, output_fired_time: 0.0000000000, propagate_forward_time: 59.7229461670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5800857544
validation[          , genome 16405] predictions:    9825/  10000 (98.25%), best:    9840/10000 (98.40%), error:       537.48389, best error:       484.05362 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 798.9391479492s, input_fired_time: 8.1978034973, output_fired_time: 8.4659280777, propagate_forward_time: 300.1634521484, propagate_backward_time: 472.9171752930, weight_update_time: 0.9835335016, other_time: 9.1947631836
epoch time: 62.7340240479s, input_fired_time: 1.0110965967, output_fired_time: 0.0000000000, propagate_forward_time: 60.1497459412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5731811523
validation[          , genome 16405] predictions:    9821/  10000 (98.21%), best:    9840/10000 (98.40%), error:       529.59943, best error:       484.05362 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 798.1108398438s, input_fired_time: 8.1751470566, output_fired_time: 8.4618406296, propagate_forward_time: 299.5698852539, propagate_backward_time: 472.6622314453, weight_update_time: 0.9814648628, other_time: 9.2416992188
epoch time: 62.7422943115s, input_fired_time: 1.0066353083, output_fired_time: 0.0000000000, propagate_forward_time: 60.1571617126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5784988403
validation[          , genome 16405] predictions:    9813/  10000 (98.13%), best:    9840/10000 (98.40%), error:       607.80725, best error:       484.05362 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 796.6458129883s, input_fired_time: 8.1906175613, output_fired_time: 8.4261884689, propagate_forward_time: 298.7851257324, propagate_backward_time: 472.0316162109, weight_update_time: 0.9779942036, other_time: 9.2122497559
epoch time: 62.3346595764s, input_fired_time: 1.0127798319, output_fired_time: 0.0000000000, propagate_forward_time: 59.7180328369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6038475037
validation[          , genome 16405] predictions:    9833/  10000 (98.33%), best:    9840/10000 (98.40%), error:       530.89429, best error:       484.05362 on epoch:     8, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 797.4154052734s, input_fired_time: 8.1904163361, output_fired_time: 8.4545602798, propagate_forward_time: 299.0509643555, propagate_backward_time: 472.5420227051, weight_update_time: 0.9759082794, other_time: 9.1773986816
epoch time: 62.8494873047s, input_fired_time: 1.0151512623, output_fired_time: 0.0000000000, propagate_forward_time: 60.2411766052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5931587219
validation[          , genome 16405] predictions:    9812/  10000 (98.12%), best:    9840/10000 (98.40%), error:       602.91956, best error:       484.05362 on epoch:     8, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 799.4542236328s, input_fired_time: 8.2237539291, output_fired_time: 8.4573965073, propagate_forward_time: 300.3724975586, propagate_backward_time: 473.1577148438, weight_update_time: 0.9900978804, other_time: 9.2428588867
epoch time: 62.8115158081s, input_fired_time: 1.0212528706, output_fired_time: 0.0000000000, propagate_forward_time: 60.1893157959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6009483337
validation[          , genome 16405] predictions:    9833/  10000 (98.33%), best:    9840/10000 (98.40%), error:       508.08099, best error:       484.05362 on epoch:     8, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 797.8583984375s, input_fired_time: 8.1995754242, output_fired_time: 8.4916410446, propagate_forward_time: 298.9706115723, propagate_backward_time: 472.9548645020, weight_update_time: 0.9769480824, other_time: 9.2416992188
epoch time: 62.6667251587s, input_fired_time: 1.0076810122, output_fired_time: 0.0000000000, propagate_forward_time: 60.0711441040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5878982544
validation[          , genome 16405] predictions:    9805/  10000 (98.05%), best:    9840/10000 (98.40%), error:       615.41833, best error:       484.05362 on epoch:     8, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 798.3121948242s, input_fired_time: 8.2070713043, output_fired_time: 8.4334850311, propagate_forward_time: 299.0575561523, propagate_backward_time: 473.4113769531, weight_update_time: 0.9860354662, other_time: 9.2026977539
epoch time: 62.9708518982s, input_fired_time: 1.0216478109, output_fired_time: 0.0000000000, propagate_forward_time: 60.3686943054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5805091858
validation[          , genome 16405] predictions:    9843/  10000 (98.43%), best:    9840/10000 (98.40%), error:       504.27350, best error:       484.05362 on epoch:     8, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 797.1443481445s, input_fired_time: 8.2109670639, output_fired_time: 8.4277124405, propagate_forward_time: 299.3633728027, propagate_backward_time: 471.9203796387, weight_update_time: 0.9761837125, other_time: 9.2219238281
epoch time: 62.1841888428s, input_fired_time: 1.0077002048, output_fired_time: 0.0000000000, propagate_forward_time: 59.5936698914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5828170776
validation[          , genome 16405] predictions:    9786/  10000 (97.86%), best:    9840/10000 (98.40%), error:       645.71613, best error:       484.05362 on epoch:     8, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 799.5641479492s, input_fired_time: 8.2200765610, output_fired_time: 8.4876346588, propagate_forward_time: 300.2236022949, propagate_backward_time: 473.3932495117, weight_update_time: 0.9863024950, other_time: 9.2395935059
epoch time: 62.5197906494s, input_fired_time: 1.0172178745, output_fired_time: 0.0000000000, propagate_forward_time: 59.8832626343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6193084717
validation[          , genome 16405] predictions:    9834/  10000 (98.34%), best:    9840/10000 (98.40%), error:       508.29047, best error:       484.05362 on epoch:     8, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 799.8822021484s, input_fired_time: 8.2142295837, output_fired_time: 8.4631166458, propagate_forward_time: 300.2855224609, propagate_backward_time: 473.7346801758, weight_update_time: 0.9741730690, other_time: 9.1846313477
epoch time: 62.8252830505s, input_fired_time: 1.0181732178, output_fired_time: 0.0000000000, propagate_forward_time: 60.2195434570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5875663757
validation[          , genome 16405] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       445.06723, best error:       445.06723 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 800.7243041992s, input_fired_time: 8.2405977249, output_fired_time: 8.4734296799, propagate_forward_time: 300.7930908203, propagate_backward_time: 474.0089721680, weight_update_time: 0.9773450494, other_time: 9.2081909180
epoch time: 62.6591567993s, input_fired_time: 1.0229942799, output_fired_time: 0.0000000000, propagate_forward_time: 60.0321693420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6039924622
validation[          , genome 16405] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       438.56403, best error:       438.56403 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 800.1901855469s, input_fired_time: 8.2381410599, output_fired_time: 8.4609193802, propagate_forward_time: 300.4974365234, propagate_backward_time: 473.7636718750, weight_update_time: 0.9818943739, other_time: 9.2299804688
epoch time: 62.4074249268s, input_fired_time: 1.0131525993, output_fired_time: 0.0000000000, propagate_forward_time: 59.7985954285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5956764221
validation[          , genome 16405] predictions:    9832/  10000 (98.32%), best:    9853/10000 (98.53%), error:       522.42548, best error:       438.56403 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 802.4617309570s, input_fired_time: 8.2604970932, output_fired_time: 8.5029859543, propagate_forward_time: 301.1102905273, propagate_backward_time: 475.3377075195, weight_update_time: 0.9855815172, other_time: 9.2502441406
epoch time: 62.9464340210s, input_fired_time: 1.0261883736, output_fired_time: 0.0000000000, propagate_forward_time: 60.3289947510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5912513733
validation[          , genome 16405] predictions:    9843/  10000 (98.43%), best:    9853/10000 (98.53%), error:       499.01605, best error:       438.56403 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 800.4686279297s, input_fired_time: 8.2286453247, output_fired_time: 8.4885425568, propagate_forward_time: 300.9036560059, propagate_backward_time: 473.5344543457, weight_update_time: 0.9816283584, other_time: 9.3133544922
epoch time: 63.1768646240s, input_fired_time: 1.0341961384, output_fired_time: 0.0000000000, propagate_forward_time: 60.5346069336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6080627441
validation[          , genome 16405] predictions:    9847/  10000 (98.47%), best:    9853/10000 (98.53%), error:       461.76489, best error:       438.56403 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 797.8187255859s, input_fired_time: 8.2178192139, output_fired_time: 8.4423837662, propagate_forward_time: 299.0635070801, propagate_backward_time: 472.8193664551, weight_update_time: 0.9822210670, other_time: 9.2756347656
epoch time: 62.9395637512s, input_fired_time: 1.0158457756, output_fired_time: 0.0000000000, propagate_forward_time: 60.3501663208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5735511780
validation[          , genome 16405] predictions:    9843/  10000 (98.43%), best:    9853/10000 (98.53%), error:       496.19659, best error:       438.56403 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 799.1588134766s, input_fired_time: 8.2304143906, output_fired_time: 8.4354276657, propagate_forward_time: 300.2731933594, propagate_backward_time: 473.0512084961, weight_update_time: 0.9773123860, other_time: 9.1685791016
epoch time: 62.7424583435s, input_fired_time: 1.0287365913, output_fired_time: 0.0000000000, propagate_forward_time: 60.1168556213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5968666077
validation[          , genome 16405] predictions:    9849/  10000 (98.49%), best:    9853/10000 (98.53%), error:       481.11389, best error:       438.56403 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 798.3986816406s, input_fired_time: 8.2384662628, output_fired_time: 8.4281835556, propagate_forward_time: 300.2438354492, propagate_backward_time: 472.2583312988, weight_update_time: 0.9851822257, other_time: 9.2298889160
epoch time: 62.6223258972s, input_fired_time: 1.0194725990, output_fired_time: 0.0000000000, propagate_forward_time: 60.0265541077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5762977600
validation[          , genome 16405] predictions:    9839/  10000 (98.39%), best:    9853/10000 (98.53%), error:       481.14536, best error:       438.56403 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 799.8737792969s, input_fired_time: 8.2272891998, output_fired_time: 8.4330520630, propagate_forward_time: 300.5207519531, propagate_backward_time: 473.5015258789, weight_update_time: 0.9782351851, other_time: 9.1911621094
epoch time: 62.4699897766s, input_fired_time: 1.0197221041, output_fired_time: 0.0000000000, propagate_forward_time: 59.8799476624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5703201294
validation[          , genome 16405] predictions:    9803/  10000 (98.03%), best:    9853/10000 (98.53%), error:       579.23358, best error:       438.56403 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 800.2875366211s, input_fired_time: 8.2224073410, output_fired_time: 8.4498176575, propagate_forward_time: 300.5297546387, propagate_backward_time: 473.8393859863, weight_update_time: 0.9779226184, other_time: 9.2461547852
epoch time: 62.6001663208s, input_fired_time: 1.0204839706, output_fired_time: 0.0000000000, propagate_forward_time: 59.9782600403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6014213562
validation[          , genome 16405] predictions:    9838/  10000 (98.38%), best:    9853/10000 (98.53%), error:       506.35907, best error:       438.56403 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 803.4226074219s, input_fired_time: 8.2764596939, output_fired_time: 8.5160808563, propagate_forward_time: 301.6417236328, propagate_backward_time: 475.6746215820, weight_update_time: 0.9908620119, other_time: 9.3137207031
epoch time: 62.5829544067s, input_fired_time: 1.0229332447, output_fired_time: 0.0000000000, propagate_forward_time: 59.9646911621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5953292847
validation[          , genome 16405] predictions:    9842/  10000 (98.42%), best:    9853/10000 (98.53%), error:       480.20877, best error:       438.56403 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 799.0772094727s, input_fired_time: 8.2229719162, output_fired_time: 8.4524154663, propagate_forward_time: 300.5806579590, propagate_backward_time: 472.5930175781, weight_update_time: 0.9780054688, other_time: 9.2281799316
epoch time: 62.6589012146s, input_fired_time: 1.0216158628, output_fired_time: 0.0000000000, propagate_forward_time: 60.0665168762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5707702637
validation[          , genome 16405] predictions:    9845/  10000 (98.45%), best:    9853/10000 (98.53%), error:       501.57980, best error:       438.56403 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 797.0961303711s, input_fired_time: 8.1973304749, output_fired_time: 8.4514970779, propagate_forward_time: 299.3785400391, propagate_backward_time: 471.9126892090, weight_update_time: 0.9717652202, other_time: 9.1560974121
epoch time: 63.1154060364s, input_fired_time: 1.0156534910, output_fired_time: 0.0000000000, propagate_forward_time: 60.5191955566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5805587769
validation[          , genome 16405] predictions:    9862/  10000 (98.62%), best:    9853/10000 (98.53%), error:       442.65469, best error:       438.56403 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 796.0173950195s, input_fired_time: 8.2010879517, output_fired_time: 8.4503498077, propagate_forward_time: 298.3668212891, propagate_backward_time: 471.7931823730, weight_update_time: 0.9701507688, other_time: 9.2059020996
epoch time: 62.0552940369s, input_fired_time: 1.0092698336, output_fired_time: 0.0000000000, propagate_forward_time: 59.4533691406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5926551819
validation[          , genome 16405] predictions:    9855/  10000 (98.55%), best:    9853/10000 (98.53%), error:       447.25958, best error:       438.56403 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 793.3571166992s, input_fired_time: 8.1686449051, output_fired_time: 8.4209384918, propagate_forward_time: 297.9578247070, propagate_backward_time: 469.6629028320, weight_update_time: 0.9763193130, other_time: 9.1467895508
epoch time: 61.4435081482s, input_fired_time: 1.0010396242, output_fired_time: 0.0000000000, propagate_forward_time: 58.8558540344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5866127014
validation[          , genome 16405] predictions:    9824/  10000 (98.24%), best:    9853/10000 (98.53%), error:       508.83533, best error:       438.56403 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 794.1953125000s, input_fired_time: 8.1699743271, output_fired_time: 8.4029121399, propagate_forward_time: 297.9488525391, propagate_backward_time: 470.5160522461, weight_update_time: 0.9759674668, other_time: 9.1575317383
epoch time: 62.6042366028s, input_fired_time: 1.0136488676, output_fired_time: 0.0000000000, propagate_forward_time: 60.0229492188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5676383972
validation[          , genome 16405] predictions:    9833/  10000 (98.33%), best:    9853/10000 (98.53%), error:       509.00220, best error:       438.56403 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 793.5915527344s, input_fired_time: 8.1916513443, output_fired_time: 8.4049186707, propagate_forward_time: 298.2138366699, propagate_backward_time: 469.6151733398, weight_update_time: 0.9730895758, other_time: 9.1659851074
epoch time: 62.2916297913s, input_fired_time: 1.0112961531, output_fired_time: 0.0000000000, propagate_forward_time: 59.7173652649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5629692078
validation[          , genome 16405] predictions:    9867/  10000 (98.67%), best:    9867/10000 (98.67%), error:       409.58517, best error:       409.58517 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 793.3032836914s, input_fired_time: 8.1664867401, output_fired_time: 8.3920660019, propagate_forward_time: 298.0556030273, propagate_backward_time: 469.5075988770, weight_update_time: 0.9699645638, other_time: 9.1814880371
epoch time: 62.1552810669s, input_fired_time: 1.0125656128, output_fired_time: 0.0000000000, propagate_forward_time: 59.5390052795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6037101746
validation[          , genome 16405] predictions:    9868/  10000 (98.68%), best:    9867/10000 (98.67%), error:       418.81100, best error:       409.58517 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 791.3367309570s, input_fired_time: 8.1565980911, output_fired_time: 8.3536882401, propagate_forward_time: 296.5494689941, propagate_backward_time: 469.1128540039, weight_update_time: 0.9714283347, other_time: 9.1640930176
epoch time: 60.7594642639s, input_fired_time: 0.9999194741, output_fired_time: 0.0000000000, propagate_forward_time: 58.1671333313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5924110413
validation[          , genome 16405] predictions:    9859/  10000 (98.59%), best:    9867/10000 (98.67%), error:       410.06247, best error:       409.58517 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 794.2565917969s, input_fired_time: 8.1868915558, output_fired_time: 8.3932905197, propagate_forward_time: 298.1811523438, propagate_backward_time: 470.3529357910, weight_update_time: 0.9730365872, other_time: 9.1423034668
epoch time: 61.9021682739s, input_fired_time: 1.0107015371, output_fired_time: 0.0000000000, propagate_forward_time: 59.3102378845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5812301636
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       400.89072, best error:       400.89072 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 794.1719360352s, input_fired_time: 8.1727313995, output_fired_time: 8.4067249298, propagate_forward_time: 298.1143798828, propagate_backward_time: 470.2943725586, weight_update_time: 0.9707034826, other_time: 9.1837158203
epoch time: 62.3756141663s, input_fired_time: 1.0133501291, output_fired_time: 0.0000000000, propagate_forward_time: 59.7844085693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5778541565
validation[          , genome 16405] predictions:    9871/  10000 (98.71%), best:    9884/10000 (98.84%), error:       418.08704, best error:       400.89072 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 792.0501708984s, input_fired_time: 8.1697235107, output_fired_time: 8.3907709122, propagate_forward_time: 296.7339477539, propagate_backward_time: 469.5942687988, weight_update_time: 0.9806219935, other_time: 9.1614685059
epoch time: 62.1333351135s, input_fired_time: 1.0101010799, output_fired_time: 0.0000000000, propagate_forward_time: 59.5247612000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5984725952
validation[          , genome 16405] predictions:    9855/  10000 (98.55%), best:    9884/10000 (98.84%), error:       454.61108, best error:       400.89072 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 792.4996948242s, input_fired_time: 8.1820611954, output_fired_time: 8.4153318405, propagate_forward_time: 297.4562377930, propagate_backward_time: 469.2365112305, weight_update_time: 0.9756000042, other_time: 9.2095336914
epoch time: 62.1515998840s, input_fired_time: 1.0108915567, output_fired_time: 0.0000000000, propagate_forward_time: 59.5648956299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5758132935
validation[          , genome 16405] predictions:    9866/  10000 (98.66%), best:    9884/10000 (98.84%), error:       409.65958, best error:       400.89072 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 793.5163574219s, input_fired_time: 8.1771488190, output_fired_time: 8.4192972183, propagate_forward_time: 298.0986022949, propagate_backward_time: 469.6889343262, weight_update_time: 0.9736353159, other_time: 9.1323852539
epoch time: 62.0656700134s, input_fired_time: 1.0230773687, output_fired_time: 0.0000000000, propagate_forward_time: 59.4497299194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5928611755
validation[          , genome 16405] predictions:    9847/  10000 (98.47%), best:    9884/10000 (98.84%), error:       480.12338, best error:       400.89072 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 793.1859741211s, input_fired_time: 8.1898393631, output_fired_time: 8.4238653183, propagate_forward_time: 297.8908691406, propagate_backward_time: 469.5315551758, weight_update_time: 0.9666200876, other_time: 9.1498413086
epoch time: 62.0328025818s, input_fired_time: 1.0159243345, output_fired_time: 0.0000000000, propagate_forward_time: 59.4186592102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5982208252
validation[          , genome 16405] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       350.27084, best error:       350.27084 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 793.8961791992s, input_fired_time: 8.1861934662, output_fired_time: 8.4094371796, propagate_forward_time: 298.2307434082, propagate_backward_time: 469.9205322266, weight_update_time: 0.9701468945, other_time: 9.1492614746
epoch time: 61.6926002502s, input_fired_time: 1.0063405037, output_fired_time: 0.0000000000, propagate_forward_time: 59.1207237244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5655364990
validation[          , genome 16405] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       394.13522, best error:       350.27084 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 792.3184814453s, input_fired_time: 8.1878042221, output_fired_time: 8.4091434479, propagate_forward_time: 297.4074401855, propagate_backward_time: 469.1827697754, weight_update_time: 0.9717111588, other_time: 9.1313476563
epoch time: 62.2898979187s, input_fired_time: 1.0136097670, output_fired_time: 0.0000000000, propagate_forward_time: 59.6903991699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5858879089
validation[          , genome 16405] predictions:    9874/  10000 (98.74%), best:    9885/10000 (98.85%), error:       395.04968, best error:       350.27084 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 793.7555541992s, input_fired_time: 8.1991481781, output_fired_time: 8.4204435349, propagate_forward_time: 298.3454284668, propagate_backward_time: 469.6417541504, weight_update_time: 0.9748827815, other_time: 9.1487426758
epoch time: 62.0179252625s, input_fired_time: 1.0087811947, output_fired_time: 0.0000000000, propagate_forward_time: 59.4409179688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5682258606
validation[          , genome 16405] predictions:    9878/  10000 (98.78%), best:    9885/10000 (98.85%), error:       381.14600, best error:       350.27084 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 794.7162475586s, input_fired_time: 8.2014970779, output_fired_time: 8.4054422379, propagate_forward_time: 298.3941650391, propagate_backward_time: 470.5495910645, weight_update_time: 0.9778650999, other_time: 9.1655578613
epoch time: 62.7703552246s, input_fired_time: 1.0234663486, output_fired_time: 0.0000000000, propagate_forward_time: 60.1735610962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5733261108
validation[          , genome 16405] predictions:    9874/  10000 (98.74%), best:    9885/10000 (98.85%), error:       383.43335, best error:       350.27084 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 793.9733276367s, input_fired_time: 8.1906471252, output_fired_time: 8.3610544205, propagate_forward_time: 298.5581970215, propagate_backward_time: 469.6706848145, weight_update_time: 0.9823777080, other_time: 9.1926879883
epoch time: 62.0461349487s, input_fired_time: 1.0118614435, output_fired_time: 0.0000000000, propagate_forward_time: 59.4561576843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5781173706
validation[          , genome 16405] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       387.29419, best error:       350.27084 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 794.5657958984s, input_fired_time: 8.2015333176, output_fired_time: 8.4196395874, propagate_forward_time: 298.4619445801, propagate_backward_time: 470.2768859863, weight_update_time: 0.9770022631, other_time: 9.2058105469
epoch time: 62.3708801270s, input_fired_time: 1.0170489550, output_fired_time: 0.0000000000, propagate_forward_time: 59.7734451294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5803871155
validation[          , genome 16405] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       394.81354, best error:       350.27084 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 794.3654174805s, input_fired_time: 8.1893644333, output_fired_time: 8.4364871979, propagate_forward_time: 298.4751892090, propagate_backward_time: 470.1028137207, weight_update_time: 0.9774111509, other_time: 9.1615600586
epoch time: 62.4863128662s, input_fired_time: 1.0225602388, output_fired_time: 0.0000000000, propagate_forward_time: 59.8698539734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5938987732
validation[          , genome 16405] predictions:    9876/  10000 (98.76%), best:    9885/10000 (98.85%), error:       375.58957, best error:       350.27084 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 793.4313964844s, input_fired_time: 8.1879510880, output_fired_time: 8.4149436951, propagate_forward_time: 297.6982116699, propagate_backward_time: 469.9523620605, weight_update_time: 0.9770146012, other_time: 9.1779785156
epoch time: 62.4235687256s, input_fired_time: 1.0241724253, output_fired_time: 0.0000000000, propagate_forward_time: 59.8237228394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5756721497
validation[          , genome 16405] predictions:    9879/  10000 (98.79%), best:    9885/10000 (98.85%), error:       386.82895, best error:       350.27084 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 792.6802368164s, input_fired_time: 8.1762371063, output_fired_time: 8.3856954575, propagate_forward_time: 297.5219421387, propagate_backward_time: 469.4608764648, weight_update_time: 0.9779487252, other_time: 9.1355285645
epoch time: 62.5389785767s, input_fired_time: 1.0159221888, output_fired_time: 0.0000000000, propagate_forward_time: 59.9323387146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5907173157
validation[          , genome 16405] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       355.00308, best error:       350.27084 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 793.0891723633s, input_fired_time: 8.1954927444, output_fired_time: 8.4148960114, propagate_forward_time: 297.3359985352, propagate_backward_time: 469.9943542480, weight_update_time: 0.9711346626, other_time: 9.1484069824
epoch time: 62.0780143738s, input_fired_time: 1.0102876425, output_fired_time: 0.0000000000, propagate_forward_time: 59.5062599182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5614662170
validation[          , genome 16405] predictions:    9880/  10000 (98.80%), best:    9885/10000 (98.85%), error:       353.54532, best error:       350.27084 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 791.8864746094s, input_fired_time: 8.1689128876, output_fired_time: 8.3866500854, propagate_forward_time: 296.7987670898, propagate_backward_time: 469.3613891602, weight_update_time: 0.9809272885, other_time: 9.1707763672
epoch time: 62.3783569336s, input_fired_time: 1.0227726698, output_fired_time: 0.0000000000, propagate_forward_time: 59.7751846313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5803985596
validation[          , genome 16405] predictions:    9865/  10000 (98.65%), best:    9885/10000 (98.85%), error:       421.40695, best error:       350.27084 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 793.7902832031s, input_fired_time: 8.1830501556, output_fired_time: 8.3967447281, propagate_forward_time: 298.0986022949, propagate_backward_time: 469.9823608398, weight_update_time: 0.9758344889, other_time: 9.1295471191
epoch time: 62.3428993225s, input_fired_time: 1.0164401531, output_fired_time: 0.0000000000, propagate_forward_time: 59.7547492981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5717086792
validation[          , genome 16405] predictions:    9872/  10000 (98.72%), best:    9885/10000 (98.85%), error:       378.44025, best error:       350.27084 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 793.5444946289s, input_fired_time: 8.1889448166, output_fired_time: 8.3901586533, propagate_forward_time: 297.9276428223, propagate_backward_time: 469.9120483398, weight_update_time: 0.9703918695, other_time: 9.1257019043
epoch time: 62.0260353088s, input_fired_time: 1.0119935274, output_fired_time: 0.0000000000, propagate_forward_time: 59.4304618835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5835800171
validation[          , genome 16405] predictions:    9877/  10000 (98.77%), best:    9885/10000 (98.85%), error:       355.74255, best error:       350.27084 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 792.4815063477s, input_fired_time: 8.1797752380, output_fired_time: 8.3802623749, propagate_forward_time: 296.9780883789, propagate_backward_time: 469.8106079102, weight_update_time: 0.9655025601, other_time: 9.1328125000
epoch time: 61.5770721436s, input_fired_time: 1.0204901695, output_fired_time: 0.0000000000, propagate_forward_time: 58.9644660950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5921173096
validation[          , genome 16405] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       341.19693, best error:       341.19693 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 793.8829345703s, input_fired_time: 8.1824808121, output_fired_time: 8.4313488007, propagate_forward_time: 297.9581604004, propagate_backward_time: 470.1652526855, weight_update_time: 0.9758961797, other_time: 9.1456909180
epoch time: 62.5030593872s, input_fired_time: 1.0182664394, output_fired_time: 0.0000000000, propagate_forward_time: 59.9127578735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5720367432
validation[          , genome 16405] predictions:    9881/  10000 (98.81%), best:    9891/10000 (98.91%), error:       375.02399, best error:       341.19693 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 790.7973632813s, input_fired_time: 8.1959161758, output_fired_time: 8.3722324371, propagate_forward_time: 296.4849548340, propagate_backward_time: 468.5557861328, weight_update_time: 0.9691809416, other_time: 9.1884460449
epoch time: 61.7655792236s, input_fired_time: 1.0096970797, output_fired_time: 0.0000000000, propagate_forward_time: 59.1846313477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5712509155
validation[          , genome 16405] predictions:    9888/  10000 (98.88%), best:    9891/10000 (98.91%), error:       344.73520, best error:       341.19693 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 792.7448730469s, input_fired_time: 8.2203397751, output_fired_time: 8.3856401443, propagate_forward_time: 297.9721984863, propagate_backward_time: 468.9744873047, weight_update_time: 0.9718893170, other_time: 9.1922302246
epoch time: 62.4366340637s, input_fired_time: 1.0152318478, output_fired_time: 0.0000000000, propagate_forward_time: 59.8450050354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5763969421
validation[          , genome 16405] predictions:    9845/  10000 (98.45%), best:    9891/10000 (98.91%), error:       474.24442, best error:       341.19693 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 795.1344604492s, input_fired_time: 8.2099704742, output_fired_time: 8.3863067627, propagate_forward_time: 299.2882690430, propagate_backward_time: 470.0621643066, weight_update_time: 0.9781002402, other_time: 9.1877746582
epoch time: 61.9603347778s, input_fired_time: 1.0150194168, output_fired_time: 0.0000000000, propagate_forward_time: 59.3788986206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5664176941
validation[          , genome 16405] predictions:    9890/  10000 (98.90%), best:    9891/10000 (98.91%), error:       344.37976, best error:       341.19693 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 791.3926391602s, input_fired_time: 8.1859550476, output_fired_time: 8.4011888504, propagate_forward_time: 297.4971313477, propagate_backward_time: 468.1408081055, weight_update_time: 0.9660684466, other_time: 9.1675415039
epoch time: 62.0637283325s, input_fired_time: 1.0173302889, output_fired_time: 0.0000000000, propagate_forward_time: 59.4792480469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5671501160
validation[          , genome 16405] predictions:    9873/  10000 (98.73%), best:    9891/10000 (98.91%), error:       370.63184, best error:       341.19693 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 794.7012329102s, input_fired_time: 8.2126455307, output_fired_time: 8.4242315292, propagate_forward_time: 298.0447692871, propagate_backward_time: 470.8800659180, weight_update_time: 0.9802141786, other_time: 9.1394958496
epoch time: 62.0611228943s, input_fired_time: 1.0137693882, output_fired_time: 0.0000000000, propagate_forward_time: 59.4816360474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5657157898
validation[          , genome 16405] predictions:    9876/  10000 (98.76%), best:    9891/10000 (98.91%), error:       378.89743, best error:       341.19693 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 793.1942138672s, input_fired_time: 8.2009391785, output_fired_time: 8.4083013535, propagate_forward_time: 297.4291687012, propagate_backward_time: 470.0020446777, weight_update_time: 0.9742644429, other_time: 9.1537475586
epoch time: 62.0980529785s, input_fired_time: 1.0158585310, output_fired_time: 0.0000000000, propagate_forward_time: 59.5228424072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5593528748
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       336.01688, best error:       336.01688 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 793.9619140625s, input_fired_time: 8.2148704529, output_fired_time: 8.4103202820, propagate_forward_time: 297.9820251465, propagate_backward_time: 470.2207946777, weight_update_time: 0.9831034541, other_time: 9.1339111328
epoch time: 62.1055870056s, input_fired_time: 1.0182442665, output_fired_time: 0.0000000000, propagate_forward_time: 59.4880599976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5992813110
validation[          , genome 16405] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       361.99356, best error:       336.01688 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 794.7326660156s, input_fired_time: 8.2196483612, output_fired_time: 8.4095335007, propagate_forward_time: 298.3447875977, propagate_backward_time: 470.6368103027, weight_update_time: 0.9780563116, other_time: 9.1218566895
epoch time: 62.0989189148s, input_fired_time: 1.0190078020, output_fired_time: 0.0000000000, propagate_forward_time: 59.4957046509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5842056274
validation[          , genome 16405] predictions:    9882/  10000 (98.82%), best:    9884/10000 (98.84%), error:       346.71994, best error:       336.01688 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 792.6898803711s, input_fired_time: 8.2057590485, output_fired_time: 8.4333124161, propagate_forward_time: 296.8170166016, propagate_backward_time: 470.0201416016, weight_update_time: 0.9844009876, other_time: 9.2136840820
epoch time: 62.2269744873s, input_fired_time: 1.0166881084, output_fired_time: 0.0000000000, propagate_forward_time: 59.6146888733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5955963135
validation[          , genome 16405] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       353.78815, best error:       336.01688 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 792.2264404297s, input_fired_time: 8.1738700867, output_fired_time: 8.3650417328, propagate_forward_time: 297.2361755371, propagate_backward_time: 469.3310241699, weight_update_time: 0.9734612703, other_time: 9.1203002930
epoch time: 62.1817550659s, input_fired_time: 1.0096670389, output_fired_time: 0.0000000000, propagate_forward_time: 59.6086997986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5633888245
validation[          , genome 16405] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       364.03363, best error:       336.01688 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 793.0235595703s, input_fired_time: 8.1996278763, output_fired_time: 8.3956508636, propagate_forward_time: 297.4777832031, propagate_backward_time: 469.8221740723, weight_update_time: 0.9703388214, other_time: 9.1283264160
epoch time: 62.2761650085s, input_fired_time: 1.0215396881, output_fired_time: 0.0000000000, propagate_forward_time: 59.6915092468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5631141663
validation[          , genome 16405] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       361.86380, best error:       336.01688 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 794.5603637695s, input_fired_time: 8.1995763779, output_fired_time: 8.4220333099, propagate_forward_time: 298.4229736328, propagate_backward_time: 470.3502502441, weight_update_time: 0.9725594521, other_time: 9.1654968262
epoch time: 61.3656806946s, input_fired_time: 1.0040743351, output_fired_time: 0.0000000000, propagate_forward_time: 58.8086585999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5529479980
validation[          , genome 16405] predictions:    9893/  10000 (98.93%), best:    9884/10000 (98.84%), error:       341.85526, best error:       336.01688 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 794.6567993164s, input_fired_time: 8.1867647171, output_fired_time: 8.4093532562, propagate_forward_time: 298.4405212402, propagate_backward_time: 470.4973144531, weight_update_time: 0.9713138938, other_time: 9.1228332520
epoch time: 62.0433349609s, input_fired_time: 1.0169596672, output_fired_time: 0.0000000000, propagate_forward_time: 59.4551391602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5712356567
validation[          , genome 16405] predictions:    9890/  10000 (98.90%), best:    9884/10000 (98.84%), error:       350.26642, best error:       336.01688 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 795.2290039063s, input_fired_time: 8.2038822174, output_fired_time: 8.4087858200, propagate_forward_time: 298.4523010254, propagate_backward_time: 471.0350952148, weight_update_time: 0.9753815532, other_time: 9.1289367676
epoch time: 62.3193435669s, input_fired_time: 1.0282436609, output_fired_time: 0.0000000000, propagate_forward_time: 59.6921653748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5989341736
validation[          , genome 16405] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       400.62115, best error:       336.01688 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 791.8911132813s, input_fired_time: 8.1919202805, output_fired_time: 8.3665580750, propagate_forward_time: 297.4289855957, propagate_backward_time: 468.7216796875, weight_update_time: 0.9676206708, other_time: 9.1819763184
epoch time: 61.9792060852s, input_fired_time: 1.0133022070, output_fired_time: 0.0000000000, propagate_forward_time: 59.3974342346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5684700012
validation[          , genome 16405] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       343.97852, best error:       336.01688 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 793.4010620117s, input_fired_time: 8.2019367218, output_fired_time: 8.4189939499, propagate_forward_time: 298.1991882324, propagate_backward_time: 469.4464721680, weight_update_time: 0.9756166935, other_time: 9.1344299316
epoch time: 62.7049751282s, input_fired_time: 1.0253152847, output_fired_time: 0.0000000000, propagate_forward_time: 60.1061553955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5735054016
validation[          , genome 16405] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       376.03082, best error:       336.01688 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 795.4209594727s, input_fired_time: 8.2027835846, output_fired_time: 8.3991937637, propagate_forward_time: 299.0489501953, propagate_backward_time: 470.6476440430, weight_update_time: 0.9719436169, other_time: 9.1224365234
epoch time: 62.1980247498s, input_fired_time: 1.0243388414, output_fired_time: 0.0000000000, propagate_forward_time: 59.5934181213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5802688599
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       352.99384, best error:       336.01688 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 794.1708984375s, input_fired_time: 8.2341308594, output_fired_time: 8.3799018860, propagate_forward_time: 298.7619934082, propagate_backward_time: 469.5971374512, weight_update_time: 0.9784998298, other_time: 9.1977539063
epoch time: 62.0494499207s, input_fired_time: 1.0223805904, output_fired_time: 0.0000000000, propagate_forward_time: 59.4320831299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5949859619
validation[          , genome 16405] predictions:    9878/  10000 (98.78%), best:    9884/10000 (98.84%), error:       373.44995, best error:       336.01688 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 796.3094482422s, input_fired_time: 8.2518653870, output_fired_time: 8.3942842484, propagate_forward_time: 298.8146667480, propagate_backward_time: 471.6770019531, weight_update_time: 0.9800016284, other_time: 9.1716003418
epoch time: 61.9562759399s, input_fired_time: 1.0260522366, output_fired_time: 0.0000000000, propagate_forward_time: 59.3514099121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5788154602
validation[          , genome 16405] predictions:    9891/  10000 (98.91%), best:    9884/10000 (98.84%), error:       336.69699, best error:       336.01688 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 794.1036987305s, input_fired_time: 8.2166309357, output_fired_time: 8.3964128494, propagate_forward_time: 297.7719421387, propagate_backward_time: 470.5420227051, weight_update_time: 0.9757367969, other_time: 9.1766967773
epoch time: 61.8965721130s, input_fired_time: 1.0177745819, output_fired_time: 0.0000000000, propagate_forward_time: 59.3065986633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5722007751
validation[          , genome 16405] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       350.64127, best error:       336.01688 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 796.5378417969s, input_fired_time: 8.2336769104, output_fired_time: 8.4159135818, propagate_forward_time: 298.8332519531, propagate_backward_time: 471.9112548828, weight_update_time: 0.9762291312, other_time: 9.1437377930
epoch time: 62.2429504395s, input_fired_time: 1.0306277275, output_fired_time: 0.0000000000, propagate_forward_time: 59.6269989014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5853233337
validation[          , genome 16405] predictions:    9883/  10000 (98.83%), best:    9884/10000 (98.84%), error:       356.08762, best error:       336.01688 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 792.7651367188s, input_fired_time: 8.2040729523, output_fired_time: 8.3671407700, propagate_forward_time: 297.6010742188, propagate_backward_time: 469.4509887695, weight_update_time: 0.9741514325, other_time: 9.1418457031
epoch time: 61.8987274170s, input_fired_time: 1.0191199780, output_fired_time: 0.0000000000, propagate_forward_time: 59.3068008423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5728073120
validation[          , genome 16405] predictions:    9889/  10000 (98.89%), best:    9884/10000 (98.84%), error:       342.86679, best error:       336.01688 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 793.9534301758s, input_fired_time: 8.2064294815, output_fired_time: 8.4137611389, propagate_forward_time: 298.0699462891, propagate_backward_time: 470.1362304688, weight_update_time: 0.9705775976, other_time: 9.1270751953
epoch time: 62.1430892944s, input_fired_time: 1.0182100534, output_fired_time: 0.0000000000, propagate_forward_time: 59.5586547852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5662231445
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       346.18530, best error:       336.01688 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 795.1154174805s, input_fired_time: 8.2407188416, output_fired_time: 8.3964776993, propagate_forward_time: 298.7807006836, propagate_backward_time: 470.5230407715, weight_update_time: 0.9781397581, other_time: 9.1744689941
epoch time: 62.1847991943s, input_fired_time: 1.0225592852, output_fired_time: 0.0000000000, propagate_forward_time: 59.5827217102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5795173645
validation[          , genome 16405] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       374.25894, best error:       336.01688 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 794.1783447266s, input_fired_time: 8.2365150452, output_fired_time: 8.3788719177, propagate_forward_time: 298.3651733398, propagate_backward_time: 470.0355224609, weight_update_time: 0.9760771990, other_time: 9.1622924805
epoch time: 62.0467491150s, input_fired_time: 1.0222344398, output_fired_time: 0.0000000000, propagate_forward_time: 59.4430770874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5814361572
validation[          , genome 16405] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       356.69598, best error:       336.01688 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 792.4476928711s, input_fired_time: 8.2068881989, output_fired_time: 8.3858747482, propagate_forward_time: 297.5505065918, propagate_backward_time: 469.1264953613, weight_update_time: 0.9747639894, other_time: 9.1779174805
epoch time: 62.4382057190s, input_fired_time: 1.0300486088, output_fired_time: 0.0000000000, propagate_forward_time: 59.8188629150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5892944336
validation[          , genome 16405] predictions:    9877/  10000 (98.77%), best:    9884/10000 (98.84%), error:       356.86200, best error:       336.01688 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 792.3625488281s, input_fired_time: 8.2337360382, output_fired_time: 8.4057092667, propagate_forward_time: 296.9606018066, propagate_backward_time: 469.5910949707, weight_update_time: 0.9696761966, other_time: 9.1713867188
epoch time: 62.6194152832s, input_fired_time: 1.0279971361, output_fired_time: 0.0000000000, propagate_forward_time: 60.0112571716, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5801620483
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       357.50882, best error:       336.01688 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 793.8127441406s, input_fired_time: 8.2352437973, output_fired_time: 8.3802785873, propagate_forward_time: 298.1463928223, propagate_backward_time: 469.8742675781, weight_update_time: 0.9746635556, other_time: 9.1766052246
epoch time: 62.1982803345s, input_fired_time: 1.0230888128, output_fired_time: 0.0000000000, propagate_forward_time: 59.6012840271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5739059448
validation[          , genome 16405] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       350.57199, best error:       336.01688 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 794.1453247070s, input_fired_time: 8.2290973663, output_fired_time: 8.4135484695, propagate_forward_time: 298.4860534668, propagate_backward_time: 469.8489379883, weight_update_time: 0.9751036763, other_time: 9.1676330566
epoch time: 62.1846466064s, input_fired_time: 1.0282806158, output_fired_time: 0.0000000000, propagate_forward_time: 59.5558853149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6004791260
validation[          , genome 16405] predictions:    9888/  10000 (98.88%), best:    9884/10000 (98.84%), error:       339.54926, best error:       336.01688 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 793.7056274414s, input_fired_time: 8.2429494858, output_fired_time: 8.4048299789, propagate_forward_time: 298.1866149902, propagate_backward_time: 469.6907348633, weight_update_time: 0.9729914069, other_time: 9.1805114746
epoch time: 62.0415573120s, input_fired_time: 1.0286226273, output_fired_time: 0.0000000000, propagate_forward_time: 59.4050827026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6078529358
validation[          , genome 16405] predictions:    9879/  10000 (98.79%), best:    9884/10000 (98.84%), error:       344.83972, best error:       336.01688 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 794.7155761719s, input_fired_time: 8.2408533096, output_fired_time: 8.4202413559, propagate_forward_time: 298.4025268555, propagate_backward_time: 470.4628906250, weight_update_time: 0.9798839688, other_time: 9.1890869141
epoch time: 62.5704269409s, input_fired_time: 1.0284045935, output_fired_time: 0.0000000000, propagate_forward_time: 59.9817962646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5602264404
validation[          , genome 16405] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       342.38199, best error:       336.01688 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 794.2515869141s, input_fired_time: 8.2432184219, output_fired_time: 8.4130420685, propagate_forward_time: 297.7445068359, propagate_backward_time: 470.6872863770, weight_update_time: 0.9748626351, other_time: 9.1635437012
epoch time: 62.4478645325s, input_fired_time: 1.0219730139, output_fired_time: 0.0000000000, propagate_forward_time: 59.8431396484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5827522278
validation[          , genome 16405] predictions:    9887/  10000 (98.87%), best:    9884/10000 (98.84%), error:       340.55643, best error:       336.01688 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 795.0479736328s, input_fired_time: 8.2514009476, output_fired_time: 8.4187974930, propagate_forward_time: 298.4066162109, propagate_backward_time: 470.7857971191, weight_update_time: 0.9781440496, other_time: 9.1853332520
epoch time: 62.6425399780s, input_fired_time: 1.0310716629, output_fired_time: 0.0000000000, propagate_forward_time: 60.0290107727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5824584961
validation[          , genome 16405] predictions:    9881/  10000 (98.81%), best:    9884/10000 (98.84%), error:       348.19321, best error:       336.01688 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 796.7480468750s, input_fired_time: 8.2773389816, output_fired_time: 8.4453697205, propagate_forward_time: 299.1028747559, propagate_backward_time: 471.6823425293, weight_update_time: 0.9847826362, other_time: 9.2401123047
epoch time: 62.9584922791s, input_fired_time: 1.0362014771, output_fired_time: 0.0000000000, propagate_forward_time: 60.3482284546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5740623474
validation[          , genome 16405] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       338.98169, best error:       336.01688 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 797.7463989258s, input_fired_time: 8.2831993103, output_fired_time: 8.4155149460, propagate_forward_time: 299.9656982422, propagate_backward_time: 471.8440856934, weight_update_time: 0.9782022834, other_time: 9.2378845215
epoch time: 62.3685150146s, input_fired_time: 1.0278494358, output_fired_time: 0.0000000000, propagate_forward_time: 59.7514228821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5892410278
validation[          , genome 16405] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       339.01886, best error:       336.01688 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 798.4603881836s, input_fired_time: 8.2842655182, output_fired_time: 8.4432592392, propagate_forward_time: 299.8506469727, propagate_backward_time: 472.7126770020, weight_update_time: 0.9846825600, other_time: 9.1695861816
epoch time: 62.6272926331s, input_fired_time: 1.0260012150, output_fired_time: 0.0000000000, propagate_forward_time: 60.0062561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5950355530
validation[          , genome 16405] predictions:    9885/  10000 (98.85%), best:    9884/10000 (98.84%), error:       337.55563, best error:       336.01688 on epoch:    70, 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: 313.7660827637s, input_fired_time: 5.1581702232, output_fired_time: 0.0000000000, propagate_forward_time: 300.6577453613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.9501647949
best training[          , genome 16405] predictions:   49994/  50000 (99.99%), best:    9884/10000 (98.84%), error:       160.19421, best error:       336.01688 on epoch:    70, 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: 62.1268272400s, input_fired_time: 1.0210411549, output_fired_time: 0.0000000000, propagate_forward_time: 59.5029258728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6028594971
   testing[          , genome 16405] predictions:    9899/  10000 (98.99%), best:    9884/10000 (98.84%), error:       311.14038, best error:       336.01688 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:28:39 (4772): called boinc_finish(0)

</stderr_txt>
]]>