Nameexact_genome_1517574602_47_18224_0
Workunit2989999
Created9 Feb 2018, 1:50:23 UTC
Sent9 Feb 2018, 2:16:17 UTC
Report deadline19 Apr 2018, 5:41:57 UTC
Received12 Feb 2018, 8:40:26 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID60884
Run time1 days 1 hours 45 min 49 sec
CPU time1 days 1 hours 45 min 49 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS2.54 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size181.00 MB
Peak swap size183.72 MB
Peak disk usage4.44 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
st:    9849/10000 (98.49%), error:       678.04114, best error:       500.58145 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 834.9113769531s, input_fired_time: 10.9600334167, output_fired_time: 6.9753022194, propagate_forward_time: 319.2083435059, propagate_backward_time: 487.0547790527, weight_update_time: 0.6081871986, other_time: 10.7129516602
epoch time: 67.1098251343s, input_fired_time: 1.1219133139, output_fired_time: 0.0000000000, propagate_forward_time: 64.0187683105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9691467285
validation[          , genome 18224] predictions:    9782/  10000 (97.82%), best:    9849/10000 (98.49%), error:       683.95569, best error:       500.58145 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 836.0300292969s, input_fired_time: 10.9167346954, output_fired_time: 7.0247702599, propagate_forward_time: 318.8976135254, propagate_backward_time: 488.5201416016, weight_update_time: 0.6072989106, other_time: 10.6707458496
epoch time: 66.9104995728s, input_fired_time: 1.1179835796, output_fired_time: 0.0000000000, propagate_forward_time: 63.8281669617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9643516541
validation[          , genome 18224] predictions:    9801/  10000 (98.01%), best:    9849/10000 (98.49%), error:       614.45099, best error:       500.58145 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 834.3423461914s, input_fired_time: 10.9304513931, output_fired_time: 6.9668898582, propagate_forward_time: 319.0179443359, propagate_backward_time: 486.7756347656, weight_update_time: 0.6061027646, other_time: 10.6513671875
epoch time: 66.8978271484s, input_fired_time: 1.1171044111, output_fired_time: 0.0000000000, propagate_forward_time: 63.8154106140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9653129578
validation[          , genome 18224] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       463.31390, best error:       463.31390 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 866.6279296875s, input_fired_time: 11.1428861618, output_fired_time: 7.2066316605, propagate_forward_time: 331.4374694824, propagate_backward_time: 505.9640808105, weight_update_time: 0.6238826513, other_time: 10.8768615723
epoch time: 67.0210189819s, input_fired_time: 1.1245079041, output_fired_time: 0.0000000000, propagate_forward_time: 63.9275245667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9689903259
validation[          , genome 18224] predictions:    9845/  10000 (98.45%), best:    9845/10000 (98.45%), error:       460.82416, best error:       460.82416 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 3872.9584960938s, input_fired_time: 11.2633743286, output_fired_time: 7.2996459007, propagate_forward_time: 338.5475463867, propagate_backward_time: 3504.7980957031, weight_update_time: 0.6310639977, other_time: 11.0498046875
epoch time: 66.9270706177s, input_fired_time: 1.1177904606, output_fired_time: 0.0000000000, propagate_forward_time: 63.8423881531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9668922424
validation[          , genome 18224] predictions:    9857/  10000 (98.57%), best:    9857/10000 (98.57%), error:       448.00964, best error:       448.00964 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 835.9544677734s, input_fired_time: 10.9591207504, output_fired_time: 7.0093979836, propagate_forward_time: 319.0748901367, propagate_backward_time: 488.2175903320, weight_update_time: 0.6070668697, other_time: 10.6934814453
epoch time: 66.9189834595s, input_fired_time: 1.1136982441, output_fired_time: 0.0000000000, propagate_forward_time: 63.8361930847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9690895081
validation[          , genome 18224] predictions:    9858/  10000 (98.58%), best:    9857/10000 (98.57%), error:       483.54172, best error:       448.00964 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 835.1056518555s, input_fired_time: 10.9643392563, output_fired_time: 6.9977431297, propagate_forward_time: 319.0707702637, propagate_backward_time: 487.3810729980, weight_update_time: 0.6074622273, other_time: 10.6917114258
epoch time: 67.0928573608s, input_fired_time: 1.1338603497, output_fired_time: 0.0000000000, propagate_forward_time: 63.9875831604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9714164734
validation[          , genome 18224] predictions:    9836/  10000 (98.36%), best:    9857/10000 (98.57%), error:       499.88254, best error:       448.00964 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 835.9039306641s, input_fired_time: 10.9877395630, output_fired_time: 7.0125489235, propagate_forward_time: 319.1295776367, propagate_backward_time: 488.0821228027, weight_update_time: 0.6078795791, other_time: 10.6919250488
epoch time: 66.9437713623s, input_fired_time: 1.1223658323, output_fired_time: 0.0000000000, propagate_forward_time: 63.8520660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9693374634
validation[          , genome 18224] predictions:    9856/  10000 (98.56%), best:    9857/10000 (98.57%), error:       488.85596, best error:       448.00964 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 838.3485717773s, input_fired_time: 11.0219173431, output_fired_time: 7.0114111900, propagate_forward_time: 320.1785888672, propagate_backward_time: 489.4070434570, weight_update_time: 0.6098136306, other_time: 10.7296142578
epoch time: 67.2701110840s, input_fired_time: 1.1331743002, output_fired_time: 0.0000000000, propagate_forward_time: 64.1677246094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9692153931
validation[          , genome 18224] predictions:    9858/  10000 (98.58%), best:    9857/10000 (98.57%), error:       453.01297, best error:       448.00964 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1901.7286376953s, input_fired_time: 11.0206041336, output_fired_time: 7.0551519394, propagate_forward_time: 321.7818908691, propagate_backward_time: 1551.1149902344, weight_update_time: 0.6108521819, other_time: 10.7559814453
epoch time: 66.9147415161s, input_fired_time: 1.1295480728, output_fired_time: 0.0000000000, propagate_forward_time: 63.8154029846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9697914124
validation[          , genome 18224] predictions:    9847/  10000 (98.47%), best:    9857/10000 (98.57%), error:       484.39697, best error:       448.00964 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 845.2871704102s, input_fired_time: 11.0384092331, output_fired_time: 7.0719871521, propagate_forward_time: 322.5256347656, propagate_backward_time: 493.9056701660, weight_update_time: 0.6119210124, other_time: 10.7455139160
epoch time: 66.9680175781s, input_fired_time: 1.1269524097, output_fired_time: 0.0000000000, propagate_forward_time: 63.8687896729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9722747803
validation[          , genome 18224] predictions:    9876/  10000 (98.76%), best:    9876/10000 (98.76%), error:       411.63193, best error:       411.63193 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 836.1592407227s, input_fired_time: 10.9854784012, output_fired_time: 7.0204558372, propagate_forward_time: 319.0053100586, propagate_backward_time: 488.4383850098, weight_update_time: 0.6080474854, other_time: 10.7096252441
epoch time: 67.1670303345s, input_fired_time: 1.1381536722, output_fired_time: 0.0000000000, propagate_forward_time: 64.0373611450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9915161133
validation[          , genome 18224] predictions:    9840/  10000 (98.40%), best:    9876/10000 (98.76%), error:       548.37854, best error:       411.63193 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 836.9407958984s, input_fired_time: 11.0140409470, output_fired_time: 7.0235786438, propagate_forward_time: 319.3224182129, propagate_backward_time: 488.8807678223, weight_update_time: 0.6082159877, other_time: 10.7000122070
epoch time: 67.2323074341s, input_fired_time: 1.1411358118, output_fired_time: 0.0000000000, propagate_forward_time: 64.1104125977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9807586670
validation[          , genome 18224] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       458.39380, best error:       411.63193 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 838.3848876953s, input_fired_time: 11.0314321518, output_fired_time: 7.0459027290, propagate_forward_time: 319.8487548828, propagate_backward_time: 489.7231445312, weight_update_time: 0.6109153628, other_time: 10.7356567383
epoch time: 67.0278930664s, input_fired_time: 1.1345884800, output_fired_time: 0.0000000000, propagate_forward_time: 63.9186363220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9746665955
validation[          , genome 18224] predictions:    9870/  10000 (98.70%), best:    9876/10000 (98.76%), error:       412.83270, best error:       411.63193 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 836.7647094727s, input_fired_time: 11.0197095871, output_fired_time: 7.0312232971, propagate_forward_time: 319.2780151367, propagate_backward_time: 488.7231445312, weight_update_time: 0.6080150604, other_time: 10.7125854492
epoch time: 66.9952697754s, input_fired_time: 1.1354554892, output_fired_time: 0.0000000000, propagate_forward_time: 63.8818321228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9779853821
validation[          , genome 18224] predictions:    9861/  10000 (98.61%), best:    9876/10000 (98.76%), error:       435.36090, best error:       411.63193 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 3047.5749511719s, input_fired_time: 11.2950830460, output_fired_time: 7.3073220253, propagate_forward_time: 338.3023681641, propagate_backward_time: 2679.7468261719, weight_update_time: 0.6319763064, other_time: 10.9230957031
epoch time: 66.9415054321s, input_fired_time: 1.1347886324, output_fired_time: 0.0000000000, propagate_forward_time: 63.8363723755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9703445435
validation[          , genome 18224] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       408.99655, best error:       408.99655 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 836.2067260742s, input_fired_time: 11.0740661621, output_fired_time: 6.9980211258, propagate_forward_time: 319.3976135254, propagate_backward_time: 488.0098266602, weight_update_time: 0.6093119383, other_time: 10.7272033691
epoch time: 75.0008087158s, input_fired_time: 1.2290329933, output_fired_time: 0.0000000000, propagate_forward_time: 71.6984024048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0733718872
validation[          , genome 18224] predictions:    9850/  10000 (98.50%), best:    9875/10000 (98.75%), error:       482.75464, best error:       408.99655 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 840.0046997070s, input_fired_time: 11.4531087875, output_fired_time: 7.1189861298, propagate_forward_time: 320.3236999512, propagate_backward_time: 489.1856689453, weight_update_time: 0.6581277847, other_time: 11.9232482910
epoch time: 67.6498565674s, input_fired_time: 1.2368308306, output_fired_time: 0.0000000000, propagate_forward_time: 64.1995620728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2134628296
validation[          , genome 18224] predictions:    9863/  10000 (98.63%), best:    9875/10000 (98.75%), error:       415.81583, best error:       408.99655 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 866.6894531250s, input_fired_time: 11.5873107910, output_fired_time: 7.3040199280, propagate_forward_time: 329.8941955566, propagate_backward_time: 505.8248291016, weight_update_time: 0.6713312268, other_time: 12.0791015625
epoch time: 67.5510025024s, input_fired_time: 1.2245328426, output_fired_time: 0.0000000000, propagate_forward_time: 64.1216278076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2048416138
validation[          , genome 18224] predictions:    9876/  10000 (98.76%), best:    9875/10000 (98.75%), error:       422.60440, best error:       408.99655 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 860.1703491211s, input_fired_time: 11.5571489334, output_fired_time: 7.2570233345, propagate_forward_time: 328.3163146973, propagate_backward_time: 500.9984130859, weight_update_time: 0.6686642170, other_time: 12.0415039062
epoch time: 67.6393661499s, input_fired_time: 1.2321168184, output_fired_time: 0.0000000000, propagate_forward_time: 64.1984634399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2087860107
validation[          , genome 18224] predictions:    9858/  10000 (98.58%), best:    9875/10000 (98.75%), error:       476.48181, best error:       408.99655 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 839.5930786133s, input_fired_time: 11.4471302032, output_fired_time: 7.1227121353, propagate_forward_time: 320.2330017090, propagate_backward_time: 488.8580627441, weight_update_time: 0.6571537256, other_time: 11.9321289062
epoch time: 67.3249359131s, input_fired_time: 1.2235761881, output_fired_time: 0.0000000000, propagate_forward_time: 63.9085502625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1928062439
validation[          , genome 18224] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       374.41382, best error:       374.41382 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1827.2752685547s, input_fired_time: 11.4134654999, output_fired_time: 7.1283669472, propagate_forward_time: 319.6307983398, propagate_backward_time: 1477.1773681641, weight_update_time: 0.6563953757, other_time: 11.9251708984
epoch time: 67.4407730103s, input_fired_time: 1.2258960009, output_fired_time: 0.0000000000, propagate_forward_time: 64.0236129761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1912612915
validation[          , genome 18224] predictions:    9886/  10000 (98.86%), best:    9878/10000 (98.78%), error:       379.73062, best error:       374.41382 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 842.9749755859s, input_fired_time: 11.4808454514, output_fired_time: 7.1318697929, propagate_forward_time: 321.4462280273, propagate_backward_time: 490.9472045898, weight_update_time: 0.6585376859, other_time: 11.9688110352
epoch time: 67.2874069214s, input_fired_time: 1.2164618969, output_fired_time: 0.0000000000, propagate_forward_time: 63.8777275085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1932182312
validation[          , genome 18224] predictions:    9868/  10000 (98.68%), best:    9878/10000 (98.78%), error:       442.79102, best error:       374.41382 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 844.2682495117s, input_fired_time: 11.4164876938, output_fired_time: 7.1383109093, propagate_forward_time: 321.9678039551, propagate_backward_time: 492.0274047852, weight_update_time: 0.6487472057, other_time: 11.7182312012
epoch time: 66.9154052734s, input_fired_time: 1.1426603794, output_fired_time: 0.0000000000, propagate_forward_time: 63.8067016602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9660415649
validation[          , genome 18224] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       366.44653, best error:       366.44653 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 855.1082763672s, input_fired_time: 11.1861114502, output_fired_time: 7.1060366631, propagate_forward_time: 327.0934448242, propagate_backward_time: 498.9303588867, weight_update_time: 0.6158335805, other_time: 10.7923583984
epoch time: 67.1549224854s, input_fired_time: 1.1486399174, output_fired_time: 0.0000000000, propagate_forward_time: 64.0281600952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9781188965
validation[          , genome 18224] predictions:    9796/  10000 (97.96%), best:    9887/10000 (98.87%), error:       640.24384, best error:       366.44653 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 846.6388549805s, input_fired_time: 11.1412553787, output_fired_time: 7.0527453423, propagate_forward_time: 323.5486145020, propagate_backward_time: 494.1533813477, weight_update_time: 0.6104603410, other_time: 10.7428894043
epoch time: 66.9535598755s, input_fired_time: 1.1471120119, output_fired_time: 0.0000000000, propagate_forward_time: 63.8387260437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9677238464
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       317.83780, best error:       317.83780 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 834.8662719727s, input_fired_time: 11.1000280380, output_fired_time: 6.9790272713, propagate_forward_time: 319.2630920410, propagate_backward_time: 486.8529968262, weight_update_time: 0.6048039794, other_time: 10.6711425781
epoch time: 67.0527267456s, input_fired_time: 1.1528120041, output_fired_time: 0.0000000000, propagate_forward_time: 63.9303131104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9696044922
validation[          , genome 18224] predictions:    9866/  10000 (98.66%), best:    9910/10000 (99.10%), error:       407.41492, best error:       317.83780 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 2779.7270507812s, input_fired_time: 11.1465406418, output_fired_time: 7.0369658470, propagate_forward_time: 322.3951110840, propagate_backward_time: 2428.4094238281, weight_update_time: 0.6094372869, other_time: 10.7392578125
epoch time: 66.9597244263s, input_fired_time: 1.1506571770, output_fired_time: 0.0000000000, propagate_forward_time: 63.8446311951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9644355774
validation[          , genome 18224] predictions:    9889/  10000 (98.89%), best:    9910/10000 (99.10%), error:       364.17361, best error:       317.83780 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 834.7156372070s, input_fired_time: 11.1026582718, output_fired_time: 6.9818787575, propagate_forward_time: 318.9362487793, propagate_backward_time: 487.0313415527, weight_update_time: 0.6060703397, other_time: 10.6635131836
epoch time: 67.1586990356s, input_fired_time: 1.1544808149, output_fired_time: 0.0000000000, propagate_forward_time: 64.0328140259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9714050293
validation[          , genome 18224] predictions:    9897/  10000 (98.97%), best:    9910/10000 (99.10%), error:       343.83496, best error:       317.83780 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 835.0795898438s, input_fired_time: 11.1092109680, output_fired_time: 6.9897961617, propagate_forward_time: 319.1287231445, propagate_backward_time: 487.1774291992, weight_update_time: 0.6067076921, other_time: 10.6744384766
epoch time: 66.9699783325s, input_fired_time: 1.1493505239, output_fired_time: 0.0000000000, propagate_forward_time: 63.8525886536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9680366516
validation[          , genome 18224] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       358.58844, best error:       317.83780 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 903.5524902344s, input_fired_time: 11.4837818146, output_fired_time: 7.4433326721, propagate_forward_time: 345.8828735352, propagate_backward_time: 527.6445312500, weight_update_time: 0.6398776770, other_time: 11.0979614258
epoch time: 118.8243026733s, input_fired_time: 1.6529363394, output_fired_time: 0.0000000000, propagate_forward_time: 114.5242996216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6470642090
validation[          , genome 18224] predictions:    9882/  10000 (98.82%), best:    9910/10000 (99.10%), error:       413.95490, best error:       317.83780 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 882.3258056641s, input_fired_time: 11.3496875763, output_fired_time: 7.3196048737, propagate_forward_time: 337.6593017578, propagate_backward_time: 515.0179443359, weight_update_time: 0.6302193403, other_time: 10.9793090820
epoch time: 67.0139389038s, input_fired_time: 1.1541378498, output_fired_time: 0.0000000000, propagate_forward_time: 63.8882446289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9715576172
validation[          , genome 18224] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       315.97284, best error:       315.97284 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 838.7218627930s, input_fired_time: 11.1266012192, output_fired_time: 7.0568404198, propagate_forward_time: 319.7368774414, propagate_backward_time: 490.0734252930, weight_update_time: 0.6092429161, other_time: 10.7281494141
epoch time: 67.0103912354s, input_fired_time: 1.1515897512, output_fired_time: 0.0000000000, propagate_forward_time: 63.8864517212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9723510742
validation[          , genome 18224] predictions:    9889/  10000 (98.89%), best:    9903/10000 (99.03%), error:       382.00803, best error:       315.97284 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 3681.5742187500s, input_fired_time: 11.1671361923, output_fired_time: 7.1027898788, propagate_forward_time: 3155.1127929688, propagate_backward_time: 497.4949035645, weight_update_time: 0.6172679663, other_time: 10.6965026855
epoch time: 67.0470199585s, input_fired_time: 1.1561132669, output_fired_time: 0.0000000000, propagate_forward_time: 63.9233169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9675903320
validation[          , genome 18224] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       335.70416, best error:       315.97284 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 834.6139526367s, input_fired_time: 11.0984840393, output_fired_time: 6.9737715721, propagate_forward_time: 319.0719909668, propagate_backward_time: 486.8035583496, weight_update_time: 0.6062678695, other_time: 10.6661376953
epoch time: 66.9603729248s, input_fired_time: 1.1533902884, output_fired_time: 0.0000000000, propagate_forward_time: 63.8366165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9703674316
validation[          , genome 18224] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       337.18460, best error:       315.97284 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1007.1055297852s, input_fired_time: 12.1527986526, output_fired_time: 8.1144151688, propagate_forward_time: 386.2272033691, propagate_backward_time: 588.9248657227, weight_update_time: 0.6893231869, other_time: 11.6862182617
epoch time: 82.7377853394s, input_fired_time: 1.3075872660, output_fired_time: 0.0000000000, propagate_forward_time: 79.2538909912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1763076782
validation[          , genome 18224] predictions:    9884/  10000 (98.84%), best:    9903/10000 (99.03%), error:       365.86337, best error:       315.97284 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 839.9100341797s, input_fired_time: 11.1508789062, output_fired_time: 7.0393528938, propagate_forward_time: 320.5015869141, propagate_backward_time: 490.4956665039, weight_update_time: 0.6098853350, other_time: 10.7225341797
epoch time: 69.5650634766s, input_fired_time: 1.1865835190, output_fired_time: 0.0000000000, propagate_forward_time: 66.3770675659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0014114380
validation[          , genome 18224] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       326.62192, best error:       315.97284 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 850.9773559570s, input_fired_time: 11.6067533493, output_fired_time: 7.1923780441, propagate_forward_time: 324.7998962402, propagate_backward_time: 495.3899841309, weight_update_time: 0.6624640822, other_time: 11.9883422852
epoch time: 67.4296493530s, input_fired_time: 1.2389160395, output_fired_time: 0.0000000000, propagate_forward_time: 63.9973068237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1934280396
validation[          , genome 18224] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       311.47095, best error:       311.47095 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 837.1997070312s, input_fired_time: 11.4613685608, output_fired_time: 7.0950970650, propagate_forward_time: 319.4808959961, propagate_backward_time: 487.2478332520, weight_update_time: 0.6588081121, other_time: 11.9145202637
epoch time: 447.8433227539s, input_fired_time: 1.2630424500, output_fired_time: 0.0000000000, propagate_forward_time: 444.3499755859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2303161621
validation[          , genome 18224] predictions:    9887/  10000 (98.87%), best:    9902/10000 (99.02%), error:       358.58777, best error:       311.47095 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 837.9020996094s, input_fired_time: 11.5200128555, output_fired_time: 7.1093406677, propagate_forward_time: 319.6940917969, propagate_backward_time: 487.6544799805, weight_update_time: 0.6581473947, other_time: 11.9241943359
epoch time: 67.4687194824s, input_fired_time: 1.2407053709, output_fired_time: 0.0000000000, propagate_forward_time: 64.0329360962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1950759888
validation[          , genome 18224] predictions:    9897/  10000 (98.97%), best:    9902/10000 (99.02%), error:       342.62888, best error:       311.47095 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 837.1178588867s, input_fired_time: 11.4971504211, output_fired_time: 7.0962753296, propagate_forward_time: 319.4147644043, propagate_backward_time: 487.1955261230, weight_update_time: 0.6586080790, other_time: 11.9141845703
epoch time: 67.3129501343s, input_fired_time: 1.2402662039, output_fired_time: 0.0000000000, propagate_forward_time: 63.8761711121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1965141296
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       299.50598, best error:       299.50598 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 839.6548461914s, input_fired_time: 11.5404214859, output_fired_time: 7.1119985580, propagate_forward_time: 320.2334899902, propagate_backward_time: 488.8401794434, weight_update_time: 0.6588427424, other_time: 11.9287719727
epoch time: 67.4052581787s, input_fired_time: 1.2461632490, output_fired_time: 0.0000000000, propagate_forward_time: 63.9573173523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2017784119
validation[          , genome 18224] predictions:    9918/  10000 (99.18%), best:    9918/10000 (99.18%), error:       295.21567, best error:       295.21567 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 840.2892456055s, input_fired_time: 11.5322170258, output_fired_time: 7.1273450851, propagate_forward_time: 320.0451965332, propagate_backward_time: 489.6534729004, weight_update_time: 0.6594687700, other_time: 11.9310302734
epoch time: 67.3091735840s, input_fired_time: 1.2410904169, output_fired_time: 0.0000000000, propagate_forward_time: 63.8744087219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1936759949
validation[          , genome 18224] predictions:    9890/  10000 (98.90%), best:    9918/10000 (99.18%), error:       351.38770, best error:       295.21567 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 839.5631103516s, input_fired_time: 11.5316486359, output_fired_time: 7.1204304695, propagate_forward_time: 319.9007568359, propagate_backward_time: 489.0820312500, weight_update_time: 0.6576398611, other_time: 11.9282226562
epoch time: 67.6445007324s, input_fired_time: 1.2482112646, output_fired_time: 0.0000000000, propagate_forward_time: 64.1835556030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2127304077
validation[          , genome 18224] predictions:    9901/  10000 (99.01%), best:    9918/10000 (99.18%), error:       344.75424, best error:       295.21567 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1118.8579101562s, input_fired_time: 11.5078687668, output_fired_time: 7.1114788055, propagate_forward_time: 599.8889770508, propagate_backward_time: 488.4505310059, weight_update_time: 0.6552233696, other_time: 11.8991394043
epoch time: 67.6156768799s, input_fired_time: 1.2413278818, output_fired_time: 0.0000000000, propagate_forward_time: 64.1762466431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1981048584
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9918/10000 (99.18%), error:       302.87949, best error:       295.21567 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 837.8708496094s, input_fired_time: 11.5162429810, output_fired_time: 7.0928363800, propagate_forward_time: 319.5177612305, propagate_backward_time: 487.8366394043, weight_update_time: 0.6557210088, other_time: 11.9073791504
epoch time: 67.3398361206s, input_fired_time: 1.2417159081, output_fired_time: 0.0000000000, propagate_forward_time: 63.9046363831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1934852600
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9915/10000 (99.15%), error:       294.89294, best error:       294.89294 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 840.2348632812s, input_fired_time: 11.5768661499, output_fired_time: 7.1241750717, propagate_forward_time: 320.4670104980, propagate_backward_time: 489.1073913574, weight_update_time: 0.6584532261, other_time: 11.9594726562
epoch time: 67.7846755981s, input_fired_time: 1.2477904558, output_fired_time: 0.0000000000, propagate_forward_time: 64.3281707764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2087173462
validation[          , genome 18224] predictions:    9901/  10000 (99.01%), best:    9915/10000 (99.15%), error:       336.79739, best error:       294.89294 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 843.7697753906s, input_fired_time: 11.2182216644, output_fired_time: 7.0340046883, propagate_forward_time: 322.7653808594, propagate_backward_time: 491.9922790527, weight_update_time: 0.6127050519, other_time: 10.7599182129
epoch time: 83.8758773804s, input_fired_time: 1.3301652670, output_fired_time: 0.0000000000, propagate_forward_time: 80.3618392944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1838760376
validation[          , genome 18224] predictions:    9898/  10000 (98.98%), best:    9915/10000 (99.15%), error:       351.84824, best error:       294.89294 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 852.2126464844s, input_fired_time: 11.2583160400, output_fired_time: 7.1348910332, propagate_forward_time: 325.2539672852, propagate_backward_time: 497.7678222656, weight_update_time: 0.6152168512, other_time: 10.7976684570
epoch time: 67.0099945068s, input_fired_time: 1.1674305201, output_fired_time: 0.0000000000, propagate_forward_time: 63.8728179932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9697494507
validation[          , genome 18224] predictions:    9914/  10000 (99.14%), best:    9915/10000 (99.15%), error:       303.61826, best error:       294.89294 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 836.4428100586s, input_fired_time: 11.1679830551, output_fired_time: 6.9996962547, propagate_forward_time: 319.6257019043, propagate_backward_time: 487.9407348633, weight_update_time: 0.6082313657, other_time: 10.7087097168
epoch time: 67.0302429199s, input_fired_time: 1.1663240194, output_fired_time: 0.0000000000, propagate_forward_time: 63.8912582397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9726638794
validation[          , genome 18224] predictions:    9898/  10000 (98.98%), best:    9915/10000 (99.15%), error:       322.19888, best error:       294.89294 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 836.6831054688s, input_fired_time: 11.2022676468, output_fired_time: 7.0102534294, propagate_forward_time: 319.6910095215, propagate_backward_time: 488.0708312988, weight_update_time: 0.6082894206, other_time: 10.7087402344
epoch time: 67.0853347778s, input_fired_time: 1.1692246199, output_fired_time: 0.0000000000, propagate_forward_time: 63.9399490356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9761581421
validation[          , genome 18224] predictions:    9883/  10000 (98.83%), best:    9915/10000 (99.15%), error:       392.82202, best error:       294.89294 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1559.2055664062s, input_fired_time: 11.2104415894, output_fired_time: 7.0260548592, propagate_forward_time: 320.7198791504, propagate_backward_time: 1209.5273437500, weight_update_time: 0.6108230352, other_time: 10.7219238281
epoch time: 66.9942932129s, input_fired_time: 1.1716762781, output_fired_time: 0.0000000000, propagate_forward_time: 63.8527565002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9698600769
validation[          , genome 18224] predictions:    9905/  10000 (99.05%), best:    9915/10000 (99.15%), error:       315.51059, best error:       294.89294 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 873.9877929688s, input_fired_time: 11.4351511002, output_fired_time: 7.2546591759, propagate_forward_time: 334.3469238281, propagate_backward_time: 510.0328063965, weight_update_time: 0.6251142025, other_time: 10.9182434082
epoch time: 66.9703292847s, input_fired_time: 1.1651389599, output_fired_time: 0.0000000000, propagate_forward_time: 63.8349380493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9702529907
validation[          , genome 18224] predictions:    9912/  10000 (99.12%), best:    9912/10000 (99.12%), error:       287.82397, best error:       287.82397 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 836.1733398438s, input_fired_time: 11.1640958786, output_fired_time: 7.0143966675, propagate_forward_time: 319.1512145996, propagate_backward_time: 488.1523132324, weight_update_time: 0.6075972915, other_time: 10.6912841797
epoch time: 67.1643066406s, input_fired_time: 1.1683717966, output_fired_time: 0.0000000000, propagate_forward_time: 64.0278778076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9680557251
validation[          , genome 18224] predictions:    9908/  10000 (99.08%), best:    9912/10000 (99.12%), error:       318.74957, best error:       287.82397 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 834.4689941406s, input_fired_time: 11.1920814514, output_fired_time: 6.9689545631, propagate_forward_time: 319.1340942383, propagate_backward_time: 486.4942016602, weight_update_time: 0.6078720689, other_time: 10.6796875000
epoch time: 67.0637359619s, input_fired_time: 1.1687042713, output_fired_time: 0.0000000000, propagate_forward_time: 63.9281234741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9669113159
validation[          , genome 18224] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       308.97818, best error:       287.82397 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 843.3950195312s, input_fired_time: 11.2285566330, output_fired_time: 7.0422091484, propagate_forward_time: 322.4353637695, propagate_backward_time: 491.9379272461, weight_update_time: 0.6131358147, other_time: 10.7509155273
epoch time: 66.9839172363s, input_fired_time: 1.1692067385, output_fired_time: 0.0000000000, propagate_forward_time: 63.8434257507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9712867737
validation[          , genome 18224] predictions:    9920/  10000 (99.20%), best:    9912/10000 (99.12%), error:       304.13855, best error:       287.82397 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 838.3355102539s, input_fired_time: 11.1997365952, output_fired_time: 7.0319676399, propagate_forward_time: 319.8869934082, propagate_backward_time: 489.5147705078, weight_update_time: 0.6090049148, other_time: 10.7020568848
epoch time: 67.1608200073s, input_fired_time: 1.1742578745, output_fired_time: 0.0000000000, propagate_forward_time: 64.0097351074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9768295288
validation[          , genome 18224] predictions:    9911/  10000 (99.11%), best:    9912/10000 (99.12%), error:       299.27448, best error:       287.82397 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 937.7983398438s, input_fired_time: 11.5869216919, output_fired_time: 7.2012543678, propagate_forward_time: 412.2428588867, propagate_backward_time: 494.8793640137, weight_update_time: 0.6606388688, other_time: 11.8879699707
epoch time: 67.4772872925s, input_fired_time: 1.2493119240, output_fired_time: 0.0000000000, propagate_forward_time: 64.0296783447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1982955933
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9912/10000 (99.12%), error:       297.04950, best error:       287.82397 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 838.5474853516s, input_fired_time: 11.5128669739, output_fired_time: 7.1405858994, propagate_forward_time: 319.1881408691, propagate_backward_time: 488.7799072266, weight_update_time: 0.6579576135, other_time: 11.9259948730
epoch time: 67.3961181641s, input_fired_time: 1.2540849447, output_fired_time: 0.0000000000, propagate_forward_time: 63.9408912659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2011451721
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9912/10000 (99.12%), error:       288.67487, best error:       287.82397 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 839.3407592773s, input_fired_time: 11.5422763824, output_fired_time: 7.1537466049, propagate_forward_time: 319.5215759277, propagate_backward_time: 489.1971435547, weight_update_time: 0.6584596634, other_time: 11.9259948730
epoch time: 67.3201751709s, input_fired_time: 1.2486959696, output_fired_time: 0.0000000000, propagate_forward_time: 63.8773498535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1941299438
validation[          , genome 18224] predictions:    9908/  10000 (99.08%), best:    9912/10000 (99.12%), error:       309.70740, best error:       287.82397 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 839.0793457031s, input_fired_time: 11.5501222610, output_fired_time: 7.1424188614, propagate_forward_time: 319.6051635742, propagate_backward_time: 488.8555603027, weight_update_time: 0.6584070325, other_time: 11.9261169434
epoch time: 67.4307403564s, input_fired_time: 1.2566035986, output_fired_time: 0.0000000000, propagate_forward_time: 63.9347496033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2393836975
validation[          , genome 18224] predictions:    9904/  10000 (99.04%), best:    9912/10000 (99.12%), error:       309.89224, best error:       287.82397 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 837.9336547852s, input_fired_time: 11.5499267578, output_fired_time: 7.0938005447, propagate_forward_time: 319.5488281250, propagate_backward_time: 487.7590637207, weight_update_time: 0.6615004539, other_time: 11.9820251465
epoch time: 67.5542755127s, input_fired_time: 1.2577291727, output_fired_time: 0.0000000000, propagate_forward_time: 64.0866699219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2098770142
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       279.62378, best error:       279.62378 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 840.7554321289s, input_fired_time: 11.6073255539, output_fired_time: 7.1444129944, propagate_forward_time: 320.1502685547, propagate_backward_time: 489.8844299316, weight_update_time: 0.6599383354, other_time: 11.9690246582
epoch time: 67.7161865234s, input_fired_time: 1.2686953545, output_fired_time: 0.0000000000, propagate_forward_time: 64.2292480469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2182464600
validation[          , genome 18224] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       305.44470, best error:       279.62378 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 837.6439208984s, input_fired_time: 11.5738010406, output_fired_time: 7.0924625397, propagate_forward_time: 319.5453796387, propagate_backward_time: 487.4815063477, weight_update_time: 0.6595600843, other_time: 11.9507751465
epoch time: 67.4349517822s, input_fired_time: 1.2562870979, output_fired_time: 0.0000000000, propagate_forward_time: 63.9808273315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1978378296
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       286.06253, best error:       279.62378 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 839.7369995117s, input_fired_time: 11.5834798813, output_fired_time: 7.1471295357, propagate_forward_time: 319.7953796387, propagate_backward_time: 489.2915039062, weight_update_time: 0.6581198573, other_time: 11.9194641113
epoch time: 67.4266815186s, input_fired_time: 1.2548826933, output_fired_time: 0.0000000000, propagate_forward_time: 63.9720954895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1997032166
validation[          , genome 18224] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       319.50925, best error:       279.62378 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 841.6055297852s, input_fired_time: 11.5947465897, output_fired_time: 7.1545758247, propagate_forward_time: 320.2549438477, propagate_backward_time: 490.6463623047, weight_update_time: 0.6601394415, other_time: 11.9548950195
epoch time: 67.6891937256s, input_fired_time: 1.2667001486, output_fired_time: 0.0000000000, propagate_forward_time: 64.2167129517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2057800293
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9910/10000 (99.10%), error:       297.16891, best error:       279.62378 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 842.3730468750s, input_fired_time: 11.6669197083, output_fired_time: 7.1520915031, propagate_forward_time: 320.5816345215, propagate_backward_time: 491.0092163086, weight_update_time: 0.6600469351, other_time: 11.9631652832
epoch time: 67.6993865967s, input_fired_time: 1.2749048471, output_fired_time: 0.0000000000, propagate_forward_time: 64.2173614502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2071228027
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9910/10000 (99.10%), error:       295.29117, best error:       279.62378 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 2276.6269531250s, input_fired_time: 11.6590309143, output_fired_time: 7.1951761246, propagate_forward_time: 323.3543395996, propagate_backward_time: 1922.4195556641, weight_update_time: 0.6619366407, other_time: 11.9990234375
epoch time: 67.7249908447s, input_fired_time: 1.2686147690, output_fired_time: 0.0000000000, propagate_forward_time: 64.2454528809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2109222412
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       298.26471, best error:       279.62378 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 854.2674560547s, input_fired_time: 11.6934471130, output_fired_time: 7.2057895660, propagate_forward_time: 326.4092102051, propagate_backward_time: 496.9485778809, weight_update_time: 0.6634662747, other_time: 12.0104370117
epoch time: 67.3457870483s, input_fired_time: 1.2588297129, output_fired_time: 0.0000000000, propagate_forward_time: 63.8917655945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1951942444
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9910/10000 (99.10%), error:       303.92377, best error:       279.62378 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 894.9740600586s, input_fired_time: 11.9361581802, output_fired_time: 7.4937047958, propagate_forward_time: 342.0028686523, propagate_backward_time: 521.3116455078, weight_update_time: 0.6837313771, other_time: 12.2296752930
epoch time: 67.4186935425s, input_fired_time: 1.2631453276, output_fired_time: 0.0000000000, propagate_forward_time: 63.9538040161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2017440796
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       298.84467, best error:       279.62378 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 839.6335449219s, input_fired_time: 11.6295185089, output_fired_time: 7.1693153381, propagate_forward_time: 319.5985717773, propagate_backward_time: 489.2897338867, weight_update_time: 0.6604191661, other_time: 11.9464111328
epoch time: 67.4487228394s, input_fired_time: 1.2661460638, output_fired_time: 0.0000000000, propagate_forward_time: 63.9812240601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2013549805
validation[          , genome 18224] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       303.29813, best error:       279.62378 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 839.3921508789s, input_fired_time: 11.6135540009, output_fired_time: 7.1563515663, propagate_forward_time: 319.4855041504, propagate_backward_time: 489.2108764648, weight_update_time: 0.6614369154, other_time: 11.9258728027
epoch time: 67.4920959473s, input_fired_time: 1.2624484301, output_fired_time: 0.0000000000, propagate_forward_time: 64.0229873657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2066574097
validation[          , genome 18224] predictions:    9909/  10000 (99.09%), best:    9910/10000 (99.10%), error:       303.66272, best error:       279.62378 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 837.0631713867s, input_fired_time: 11.5919580460, output_fired_time: 7.0881319046, propagate_forward_time: 319.3765869141, propagate_backward_time: 487.0845336914, weight_update_time: 0.6589409113, other_time: 11.9219360352
epoch time: 67.5035400391s, input_fired_time: 1.2621680498, output_fired_time: 0.0000000000, propagate_forward_time: 64.0427093506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1986618042
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       313.75021, best error:       279.62378 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1085.7750244141s, input_fired_time: 11.5878887177, output_fired_time: 7.0959668159, propagate_forward_time: 567.5775146484, propagate_backward_time: 487.5484924316, weight_update_time: 0.6592098475, other_time: 11.9651794434
epoch time: 67.3571319580s, input_fired_time: 1.2577558756, output_fired_time: 0.0000000000, propagate_forward_time: 63.8978919983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2014808655
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       308.94955, best error:       279.62378 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 848.1975708008s, input_fired_time: 11.7035961151, output_fired_time: 7.1718044281, propagate_forward_time: 323.1631774902, propagate_backward_time: 494.0945739746, weight_update_time: 0.6638086438, other_time: 12.0643920898
epoch time: 72.7605972290s, input_fired_time: 1.3199223280, output_fired_time: 0.0000000000, propagate_forward_time: 69.1766052246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2640686035
validation[          , genome 18224] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       312.08292, best error:       279.62378 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 840.2330322266s, input_fired_time: 11.6183166504, output_fired_time: 7.1092824936, propagate_forward_time: 320.7164306641, propagate_backward_time: 488.8272705078, weight_update_time: 0.6607742310, other_time: 11.9617919922
epoch time: 67.5216903687s, input_fired_time: 1.2616230249, output_fired_time: 0.0000000000, propagate_forward_time: 64.0604400635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1996307373
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       297.92679, best error:       279.62378 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 842.6376342773s, input_fired_time: 11.6174087524, output_fired_time: 7.1345419884, propagate_forward_time: 321.1679077148, propagate_backward_time: 490.7670288086, weight_update_time: 0.6598852277, other_time: 11.9507446289
epoch time: 67.3541793823s, input_fired_time: 1.2563503981, output_fired_time: 0.0000000000, propagate_forward_time: 63.9035835266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1942481995
validation[          , genome 18224] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       298.80716, best error:       279.62378 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 859.7752685547s, input_fired_time: 11.7471485138, output_fired_time: 7.2597332001, propagate_forward_time: 327.7994995117, propagate_backward_time: 500.9116821289, weight_update_time: 0.6674919128, other_time: 12.0572509766
epoch time: 67.3670959473s, input_fired_time: 1.2600710392, output_fired_time: 0.0000000000, propagate_forward_time: 63.9108543396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1961708069
validation[          , genome 18224] predictions:    9913/  10000 (99.13%), best:    9910/10000 (99.10%), error:       296.46420, best error:       279.62378 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 838.5446166992s, input_fired_time: 11.6011161804, output_fired_time: 7.1150131226, propagate_forward_time: 319.5433044434, propagate_backward_time: 488.3588256836, weight_update_time: 0.6575152278, other_time: 11.9263610840
epoch time: 67.3763732910s, input_fired_time: 1.2595310211, output_fired_time: 0.0000000000, propagate_forward_time: 63.9138717651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2029724121
validation[          , genome 18224] predictions:    9916/  10000 (99.16%), best:    9910/10000 (99.10%), error:       301.18549, best error:       279.62378 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 838.5441284180s, input_fired_time: 11.6251544952, output_fired_time: 7.1190133095, propagate_forward_time: 319.6442565918, propagate_backward_time: 488.2008972168, weight_update_time: 0.6601583362, other_time: 11.9547729492
epoch time: 67.3564834595s, input_fired_time: 1.2592824697, output_fired_time: 0.0000000000, propagate_forward_time: 63.8967018127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2004966736
validation[          , genome 18224] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       320.94946, best error:       279.62378 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 851.5574951172s, input_fired_time: 11.6826839447, output_fired_time: 7.1909828186, propagate_forward_time: 324.5587768555, propagate_backward_time: 496.1096496582, weight_update_time: 0.6667086482, other_time: 12.0154113770
epoch time: 67.4661636353s, input_fired_time: 1.2615803480, output_fired_time: 0.0000000000, propagate_forward_time: 64.0078887939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1966934204
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       292.64511, best error:       279.62378 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 840.6129760742s, input_fired_time: 11.6213417053, output_fired_time: 7.1627545357, propagate_forward_time: 320.0420837402, propagate_backward_time: 489.8476562500, weight_update_time: 0.6614861488, other_time: 11.9391174316
epoch time: 67.3492126465s, input_fired_time: 1.2607287169, output_fired_time: 0.0000000000, propagate_forward_time: 63.8909683228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1975173950
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       299.05618, best error:       279.62378 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 839.1954345703s, input_fired_time: 11.5982618332, output_fired_time: 7.1201639175, propagate_forward_time: 319.6679077148, propagate_backward_time: 488.8941955566, weight_update_time: 0.6577495933, other_time: 11.9148864746
epoch time: 67.3139877319s, input_fired_time: 1.2546023130, output_fired_time: 0.0000000000, propagate_forward_time: 63.8693580627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1900291443
validation[          , genome 18224] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       292.84827, best error:       279.62378 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 846.1503906250s, input_fired_time: 11.4221677780, output_fired_time: 7.1034145355, propagate_forward_time: 322.9442138672, propagate_backward_time: 493.4763793945, weight_update_time: 0.6302827597, other_time: 11.2042236328
epoch time: 66.9587631226s, input_fired_time: 1.1763685942, output_fired_time: 0.0000000000, propagate_forward_time: 63.8152580261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9671363831
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       305.01367, best error:       279.62378 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 834.1806640625s, input_fired_time: 11.2149658203, output_fired_time: 6.9681768417, propagate_forward_time: 319.0137329102, propagate_backward_time: 486.2944946289, weight_update_time: 0.6105213165, other_time: 10.6892700195
epoch time: 67.1430206299s, input_fired_time: 1.1830106974, output_fired_time: 0.0000000000, propagate_forward_time: 63.9821014404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9779052734
validation[          , genome 18224] predictions:    9915/  10000 (99.15%), best:    9910/10000 (99.10%), error:       294.98941, best error:       279.62378 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 845.0924072266s, input_fired_time: 11.4748601913, output_fired_time: 7.0853314400, propagate_forward_time: 322.7871093750, propagate_backward_time: 492.4609985352, weight_update_time: 0.6342204213, other_time: 11.2841186523
epoch time: 67.3610916138s, input_fired_time: 1.2601011992, output_fired_time: 0.0000000000, propagate_forward_time: 63.9035720825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1974182129
validation[          , genome 18224] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       301.00946, best error:       279.62378 on epoch:    76, 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: 337.0887145996s, input_fired_time: 6.3723149300, output_fired_time: 0.0000000000, propagate_forward_time: 319.6651916504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.0512084961
best training[          , genome 18224] predictions:   50000/  50000 (100.00%), best:    9910/10000 (99.10%), error:       112.43241, best error:       279.62378 on epoch:    76, 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: 68.3623046875s, input_fired_time: 1.2621637583, output_fired_time: 0.0000000000, propagate_forward_time: 64.8723373413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2278060913
   testing[          , genome 18224] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       260.91916, best error:       279.62378 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:24:42 (21269): called boinc_finish(0)

</stderr_txt>
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