Nameexact_genome_1517574602_50_18300_1
Workunit2990756
Created9 Feb 2018, 7:14:54 UTC
Sent9 Feb 2018, 7:37:11 UTC
Report deadline18 Mar 2018, 17:38:45 UTC
Received9 Feb 2018, 23:41:26 UTC
Server stateOver
OutcomeValidate error
Client stateDone
Exit status0 (0x0)
Computer ID31146
Run time16 hours 3 min 52 sec
CPU time16 hours 1 min 21 sec
Validate stateInvalid
Credit0.00
Device peak FLOPS4.26 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size187.01 MB
Peak swap size190.35 MB
Peak disk usage8.18 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 534.1201171875s, input_fired_time: 9.2770309448, output_fired_time: 9.7750320435, propagate_forward_time: 203.4541320801, propagate_backward_time: 303.4982604980, weight_update_time: 0.5613996983, other_time: 8.1156616211
epoch time: 44.4717559814s, input_fired_time: 1.1487561464, output_fired_time: 0.0000000000, propagate_forward_time: 41.8443794250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4786186218
validation[          , genome 18300] predictions:    9831/  10000 (98.31%), best:    9840/10000 (98.40%), error:       571.66467, best error:       508.85867 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 536.2680664063s, input_fired_time: 9.2914285660, output_fired_time: 9.8516855240, propagate_forward_time: 203.8530883789, propagate_backward_time: 305.1191711426, weight_update_time: 0.5640371442, other_time: 8.1526794434
epoch time: 44.6240997314s, input_fired_time: 1.1563076973, output_fired_time: 0.0000000000, propagate_forward_time: 41.9837150574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4840774536
validation[          , genome 18300] predictions:    9807/  10000 (98.07%), best:    9840/10000 (98.40%), error:       549.97113, best error:       508.85867 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 533.8296508789s, input_fired_time: 9.2944383621, output_fired_time: 9.7723512650, propagate_forward_time: 204.1209564209, propagate_backward_time: 302.5071411133, weight_update_time: 0.5624162555, other_time: 8.1347656250
epoch time: 43.2817039490s, input_fired_time: 1.1212556362, output_fired_time: 0.0000000000, propagate_forward_time: 40.7032127380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4572372437
validation[          , genome 18300] predictions:    9835/  10000 (98.35%), best:    9840/10000 (98.40%), error:       530.47968, best error:       508.85867 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 532.5855102539s, input_fired_time: 9.2577095032, output_fired_time: 9.8263292313, propagate_forward_time: 202.2352142334, propagate_backward_time: 303.1530151367, weight_update_time: 0.5582267642, other_time: 8.1132202148
epoch time: 44.8399810791s, input_fired_time: 1.1603325605, output_fired_time: 0.0000000000, propagate_forward_time: 42.1978874207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4817619324
validation[          , genome 18300] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       501.27942, best error:       501.27942 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 517.0496826172s, input_fired_time: 9.0911197662, output_fired_time: 9.4490814209, propagate_forward_time: 197.0412597656, propagate_backward_time: 293.3959045410, weight_update_time: 0.5525062680, other_time: 8.0722961426
epoch time: 43.7722816467s, input_fired_time: 1.1346424818, output_fired_time: 0.0000000000, propagate_forward_time: 41.1581344604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4795036316
validation[          , genome 18300] predictions:    9861/  10000 (98.61%), best:    9861/10000 (98.61%), error:       478.46600, best error:       478.46600 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 513.0581665039s, input_fired_time: 9.0651683807, output_fired_time: 9.3868427277, propagate_forward_time: 196.5765228271, propagate_backward_time: 289.9773864746, weight_update_time: 0.5505445004, other_time: 8.0522766113
epoch time: 43.3636169434s, input_fired_time: 1.1283757687, output_fired_time: 0.0000000000, propagate_forward_time: 40.7717094421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4635314941
validation[          , genome 18300] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       456.63687, best error:       456.63687 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 515.6946411133s, input_fired_time: 9.1135864258, output_fired_time: 9.4553222656, propagate_forward_time: 197.1150054932, propagate_backward_time: 291.9645690918, weight_update_time: 0.5474813581, other_time: 8.0461730957
epoch time: 42.3236961365s, input_fired_time: 1.1145505905, output_fired_time: 0.0000000000, propagate_forward_time: 39.7472229004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4619216919
validation[          , genome 18300] predictions:    9861/  10000 (98.61%), best:    9858/10000 (98.58%), error:       487.37000, best error:       456.63687 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 517.4688720703s, input_fired_time: 9.1112127304, output_fired_time: 9.4705991745, propagate_forward_time: 197.5246124268, propagate_backward_time: 293.3325805664, weight_update_time: 0.5463150144, other_time: 8.0298461914
epoch time: 43.0428276062s, input_fired_time: 1.1309885979, output_fired_time: 0.0000000000, propagate_forward_time: 40.4519805908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4598579407
validation[          , genome 18300] predictions:    9869/  10000 (98.69%), best:    9869/10000 (98.69%), error:       443.36392, best error:       443.36392 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 510.8712158203s, input_fired_time: 9.0339927673, output_fired_time: 9.3393487930, propagate_forward_time: 194.4753875732, propagate_backward_time: 289.9943847656, weight_update_time: 0.5477154851, other_time: 8.0280761719
epoch time: 42.4835891724s, input_fired_time: 1.1128034592, output_fired_time: 0.0000000000, propagate_forward_time: 39.9058456421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4649391174
validation[          , genome 18300] predictions:    9842/  10000 (98.42%), best:    9869/10000 (98.69%), error:       509.17227, best error:       443.36392 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 509.3872375488s, input_fired_time: 9.0286207199, output_fired_time: 9.3504123688, propagate_forward_time: 194.4071960449, propagate_backward_time: 288.5952453613, weight_update_time: 0.5449094772, other_time: 8.0057678223
epoch time: 43.0923309326s, input_fired_time: 1.1219545603, output_fired_time: 0.0000000000, propagate_forward_time: 40.5091094971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4612655640
validation[          , genome 18300] predictions:    9864/  10000 (98.64%), best:    9869/10000 (98.69%), error:       457.30234, best error:       443.36392 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 515.2221679688s, input_fired_time: 9.0748615265, output_fired_time: 9.4311828613, propagate_forward_time: 196.4893798828, propagate_backward_time: 292.1739196777, weight_update_time: 0.5486891270, other_time: 8.0528259277
epoch time: 42.6183700562s, input_fired_time: 1.1177786589, output_fired_time: 0.0000000000, propagate_forward_time: 40.0445938110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4559974670
validation[          , genome 18300] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       440.05316, best error:       440.05316 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 511.7866821289s, input_fired_time: 9.0556344986, output_fired_time: 9.3710508347, propagate_forward_time: 195.2615051270, propagate_backward_time: 290.0850219727, weight_update_time: 0.5445560813, other_time: 8.0134582520
epoch time: 43.9200439453s, input_fired_time: 1.1390420198, output_fired_time: 0.0000000000, propagate_forward_time: 41.3122138977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4687881470
validation[          , genome 18300] predictions:    9852/  10000 (98.52%), best:    9859/10000 (98.59%), error:       464.64752, best error:       440.05316 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 511.4344787598s, input_fired_time: 9.0737905502, output_fired_time: 9.4149198532, propagate_forward_time: 194.6188354492, propagate_backward_time: 290.3091125488, weight_update_time: 0.5454934239, other_time: 8.0178222656
epoch time: 43.5492095947s, input_fired_time: 1.1405546665, output_fired_time: 0.0000000000, propagate_forward_time: 40.9396743774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4689788818
validation[          , genome 18300] predictions:    9825/  10000 (98.25%), best:    9859/10000 (98.59%), error:       519.66058, best error:       440.05316 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 530.4503784180s, input_fired_time: 9.2745838165, output_fired_time: 9.6539859772, propagate_forward_time: 202.3575897217, propagate_backward_time: 301.0624084473, weight_update_time: 0.5580148101, other_time: 8.1017761230
epoch time: 43.1677894592s, input_fired_time: 1.1333552599, output_fired_time: 0.0000000000, propagate_forward_time: 40.5781707764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4562644958
validation[          , genome 18300] predictions:    9855/  10000 (98.55%), best:    9859/10000 (98.59%), error:       452.97949, best error:       440.05316 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 534.8649291992s, input_fired_time: 9.3017835617, output_fired_time: 9.7646522522, propagate_forward_time: 204.5846710205, propagate_backward_time: 303.0599670410, weight_update_time: 0.5642052889, other_time: 8.1539001465
epoch time: 44.6980514526s, input_fired_time: 1.1534249783, output_fired_time: 0.0000000000, propagate_forward_time: 42.0684204102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4762077332
validation[          , genome 18300] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       421.09851, best error:       421.09851 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 533.7218627930s, input_fired_time: 9.2901945114, output_fired_time: 9.7819919586, propagate_forward_time: 203.2463226318, propagate_backward_time: 303.2651062012, weight_update_time: 0.5618494153, other_time: 8.1382141113
epoch time: 44.5590248108s, input_fired_time: 1.1546279192, output_fired_time: 0.0000000000, propagate_forward_time: 41.9283065796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4760894775
validation[          , genome 18300] predictions:    9858/  10000 (98.58%), best:    9882/10000 (98.82%), error:       473.34833, best error:       421.09851 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 529.8060302734s, input_fired_time: 9.2529630661, output_fired_time: 9.6929397583, propagate_forward_time: 202.1135559082, propagate_backward_time: 300.6247253418, weight_update_time: 0.5597983003, other_time: 8.1218261719
epoch time: 44.1602287292s, input_fired_time: 1.1460816860, output_fired_time: 0.0000000000, propagate_forward_time: 41.5347366333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4794120789
validation[          , genome 18300] predictions:    9844/  10000 (98.44%), best:    9882/10000 (98.82%), error:       488.51617, best error:       421.09851 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 533.3185424805s, input_fired_time: 9.2734899521, output_fired_time: 9.7289028168, propagate_forward_time: 203.3032684326, propagate_backward_time: 302.8640747070, weight_update_time: 0.5646998286, other_time: 8.1488037109
epoch time: 43.8904495239s, input_fired_time: 1.1431652308, output_fired_time: 0.0000000000, propagate_forward_time: 41.2695045471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4777793884
validation[          , genome 18300] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       401.21030, best error:       401.21030 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 529.0283203125s, input_fired_time: 9.2854490280, output_fired_time: 9.6472902298, propagate_forward_time: 203.1531066895, propagate_backward_time: 298.8196716309, weight_update_time: 0.5592814088, other_time: 8.1228027344
epoch time: 44.7707786560s, input_fired_time: 1.1623175144, output_fired_time: 0.0000000000, propagate_forward_time: 42.1081657410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5002937317
validation[          , genome 18300] predictions:    9804/  10000 (98.04%), best:    9878/10000 (98.78%), error:       642.59045, best error:       401.21030 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 530.2292480469s, input_fired_time: 9.2786836624, output_fired_time: 9.7451448441, propagate_forward_time: 203.1219635010, propagate_backward_time: 299.9771728516, weight_update_time: 0.5583845973, other_time: 8.1062622070
epoch time: 43.5885620117s, input_fired_time: 1.1352230310, output_fired_time: 0.0000000000, propagate_forward_time: 40.9819755554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4713630676
validation[          , genome 18300] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       374.16666, best error:       374.16666 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 531.1755981445s, input_fired_time: 9.2876329422, output_fired_time: 9.7160682678, propagate_forward_time: 202.9830932617, propagate_backward_time: 301.0793151855, weight_update_time: 0.5585081577, other_time: 8.1094665527
epoch time: 44.3730888367s, input_fired_time: 1.1510460377, output_fired_time: 0.0000000000, propagate_forward_time: 41.7534217834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4686203003
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       342.21066, best error:       342.21066 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 534.3247680664s, input_fired_time: 9.3308134079, output_fired_time: 9.7156829834, propagate_forward_time: 204.3926391602, propagate_backward_time: 302.7387084961, weight_update_time: 0.5632295609, other_time: 8.1469116211
epoch time: 43.7511215210s, input_fired_time: 1.1454699039, output_fired_time: 0.0000000000, propagate_forward_time: 41.1300811768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4755706787
validation[          , genome 18300] predictions:    9883/  10000 (98.83%), best:    9899/10000 (98.99%), error:       381.42358, best error:       342.21066 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 526.1473388672s, input_fired_time: 9.2139930725, output_fired_time: 9.6845865250, propagate_forward_time: 200.1280822754, propagate_backward_time: 299.0089416504, weight_update_time: 0.5603902936, other_time: 8.1117248535
epoch time: 43.7653884888s, input_fired_time: 1.1407170296, output_fired_time: 0.0000000000, propagate_forward_time: 41.1518669128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4728050232
validation[          , genome 18300] predictions:    9859/  10000 (98.59%), best:    9899/10000 (98.99%), error:       475.18903, best error:       342.21066 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 529.7454833984s, input_fired_time: 9.2593593597, output_fired_time: 9.7205772400, propagate_forward_time: 201.7854461670, propagate_backward_time: 300.8787536621, weight_update_time: 0.5600974560, other_time: 8.1013488770
epoch time: 45.3171577454s, input_fired_time: 1.1745445728, output_fired_time: 0.0000000000, propagate_forward_time: 42.6568107605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4858016968
validation[          , genome 18300] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       387.69858, best error:       342.21066 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 527.8054809570s, input_fired_time: 9.2743330002, output_fired_time: 9.6288061142, propagate_forward_time: 202.1790771484, propagate_backward_time: 298.6250610352, weight_update_time: 0.5556178689, other_time: 8.0981750488
epoch time: 44.7067680359s, input_fired_time: 1.1542028189, output_fired_time: 0.0000000000, propagate_forward_time: 42.0719642639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4806022644
validation[          , genome 18300] predictions:    9884/  10000 (98.84%), best:    9899/10000 (98.99%), error:       371.65613, best error:       342.21066 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 534.6438598633s, input_fired_time: 9.3338899612, output_fired_time: 9.7608432770, propagate_forward_time: 204.3243103027, propagate_backward_time: 303.0986022949, weight_update_time: 0.5618938208, other_time: 8.1262207031
epoch time: 43.9301376343s, input_fired_time: 1.1487798691, output_fired_time: 0.0000000000, propagate_forward_time: 41.3161392212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4652175903
validation[          , genome 18300] predictions:    9857/  10000 (98.57%), best:    9899/10000 (98.99%), error:       442.53690, best error:       342.21066 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 524.3364868164s, input_fired_time: 9.2286043167, output_fired_time: 9.5725059509, propagate_forward_time: 200.5841522217, propagate_backward_time: 296.8712768555, weight_update_time: 0.5558497310, other_time: 8.0799560547
epoch time: 42.6751747131s, input_fired_time: 1.1263318062, output_fired_time: 0.0000000000, propagate_forward_time: 40.0863761902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4624671936
validation[          , genome 18300] predictions:    9882/  10000 (98.82%), best:    9899/10000 (98.99%), error:       370.03406, best error:       342.21066 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 515.2299804688s, input_fired_time: 9.0827369690, output_fired_time: 9.4169025421, propagate_forward_time: 195.9061279297, propagate_backward_time: 292.8059387207, weight_update_time: 0.5479424000, other_time: 8.0182800293
epoch time: 43.3759231567s, input_fired_time: 1.1363283396, output_fired_time: 0.0000000000, propagate_forward_time: 40.7785263062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4610671997
validation[          , genome 18300] predictions:    9887/  10000 (98.87%), best:    9899/10000 (98.99%), error:       353.54486, best error:       342.21066 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 511.5874328613s, input_fired_time: 9.0632514954, output_fired_time: 9.4157209396, propagate_forward_time: 194.6546783447, propagate_backward_time: 290.4315185547, weight_update_time: 0.5469946265, other_time: 8.0222778320
epoch time: 42.5952262878s, input_fired_time: 1.1212835312, output_fired_time: 0.0000000000, propagate_forward_time: 40.0056266785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4683151245
validation[          , genome 18300] predictions:    9890/  10000 (98.90%), best:    9899/10000 (98.99%), error:       352.97510, best error:       342.21066 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 512.9022827148s, input_fired_time: 9.0687379837, output_fired_time: 9.3888769150, propagate_forward_time: 195.3451995850, propagate_backward_time: 291.0640563965, weight_update_time: 0.5463455319, other_time: 8.0354309082
epoch time: 42.2495613098s, input_fired_time: 1.1217393875, output_fired_time: 0.0000000000, propagate_forward_time: 39.6607933044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4670295715
validation[          , genome 18300] predictions:    9875/  10000 (98.75%), best:    9899/10000 (98.99%), error:       451.87646, best error:       342.21066 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 514.8204345703s, input_fired_time: 9.1063251495, output_fired_time: 9.4086647034, propagate_forward_time: 196.9105682373, propagate_backward_time: 291.3165893555, weight_update_time: 0.5519513488, other_time: 8.0783081055
epoch time: 42.9303779602s, input_fired_time: 1.1317348480, output_fired_time: 0.0000000000, propagate_forward_time: 40.3405838013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4580612183
validation[          , genome 18300] predictions:    9872/  10000 (98.72%), best:    9899/10000 (98.99%), error:       410.57742, best error:       342.21066 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 514.9028930664s, input_fired_time: 9.1077384949, output_fired_time: 9.4497365952, propagate_forward_time: 196.5413818359, propagate_backward_time: 291.7602844238, weight_update_time: 0.5477989316, other_time: 8.0437622070
epoch time: 42.6946983337s, input_fired_time: 1.1243442297, output_fired_time: 0.0000000000, propagate_forward_time: 40.0928192139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4775352478
validation[          , genome 18300] predictions:    9891/  10000 (98.91%), best:    9899/10000 (98.99%), error:       353.13943, best error:       342.21066 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 515.1150512695s, input_fired_time: 9.0869226456, output_fired_time: 9.4102048874, propagate_forward_time: 195.8615264893, propagate_backward_time: 292.7225036621, weight_update_time: 0.5462654829, other_time: 8.0339050293
epoch time: 42.9517669678s, input_fired_time: 1.1283615828, output_fired_time: 0.0000000000, propagate_forward_time: 40.3628730774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4605331421
validation[          , genome 18300] predictions:    9871/  10000 (98.71%), best:    9899/10000 (98.99%), error:       388.19818, best error:       342.21066 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 516.1917724609s, input_fired_time: 9.0998840332, output_fired_time: 9.4109840393, propagate_forward_time: 196.6867980957, propagate_backward_time: 292.9367980957, weight_update_time: 0.5519528389, other_time: 8.0573120117
epoch time: 43.4071846008s, input_fired_time: 1.1338601112, output_fired_time: 0.0000000000, propagate_forward_time: 40.7991485596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4741744995
validation[          , genome 18300] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       365.62674, best error:       342.21066 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 515.5477905273s, input_fired_time: 9.1227521896, output_fired_time: 9.5114374161, propagate_forward_time: 196.6165924072, propagate_backward_time: 292.2320556641, weight_update_time: 0.5514115691, other_time: 8.0649414063
epoch time: 42.6772918701s, input_fired_time: 1.1240297556, output_fired_time: 0.0000000000, propagate_forward_time: 40.0945549011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4587059021
validation[          , genome 18300] predictions:    9888/  10000 (98.88%), best:    9899/10000 (98.99%), error:       371.79700, best error:       342.21066 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 517.5777587891s, input_fired_time: 9.1242055893, output_fired_time: 9.5017070770, propagate_forward_time: 196.7216644287, propagate_backward_time: 294.1687316895, weight_update_time: 0.5522467494, other_time: 8.0614318848
epoch time: 44.3915824890s, input_fired_time: 1.1597703695, output_fired_time: 0.0000000000, propagate_forward_time: 41.7460365295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4857749939
validation[          , genome 18300] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       330.44437, best error:       330.44437 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 525.0404052734s, input_fired_time: 9.2301836014, output_fired_time: 9.7300539017, propagate_forward_time: 199.9582214355, propagate_backward_time: 298.0387878418, weight_update_time: 0.5559116602, other_time: 8.0831909180
epoch time: 43.7502212524s, input_fired_time: 1.1451942921, output_fired_time: 0.0000000000, propagate_forward_time: 41.1401557922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4648704529
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       319.58401, best error:       319.58401 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 524.0870361328s, input_fired_time: 9.2489862442, output_fired_time: 9.6288661957, propagate_forward_time: 200.6609802246, propagate_backward_time: 296.4511413574, weight_update_time: 0.5579020977, other_time: 8.0970764160
epoch time: 43.9994964600s, input_fired_time: 1.1533126831, output_fired_time: 0.0000000000, propagate_forward_time: 41.3659629822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4802207947
validation[          , genome 18300] predictions:    9890/  10000 (98.90%), best:    9897/10000 (98.97%), error:       380.67456, best error:       319.58401 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 522.7338867188s, input_fired_time: 9.2104415894, output_fired_time: 9.5267295837, propagate_forward_time: 199.7816162109, propagate_backward_time: 296.1081542969, weight_update_time: 0.5576682091, other_time: 8.1069335938
epoch time: 43.3393859863s, input_fired_time: 1.1397575140, output_fired_time: 0.0000000000, propagate_forward_time: 40.7333755493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4662513733
validation[          , genome 18300] predictions:    9882/  10000 (98.82%), best:    9897/10000 (98.97%), error:       401.45209, best error:       319.58401 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 527.7233276367s, input_fired_time: 9.2420539856, output_fired_time: 9.6635780334, propagate_forward_time: 201.1908416748, propagate_backward_time: 299.5325317383, weight_update_time: 0.5565825701, other_time: 8.0942993164
epoch time: 44.1753425598s, input_fired_time: 1.1434739828, output_fired_time: 0.0000000000, propagate_forward_time: 41.5601005554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4717674255
validation[          , genome 18300] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       358.58871, best error:       319.58401 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 514.8532104492s, input_fired_time: 9.1122713089, output_fired_time: 9.3969287872, propagate_forward_time: 196.7321777344, propagate_backward_time: 291.5743408203, weight_update_time: 0.5503063798, other_time: 8.0374755859
epoch time: 42.9318008423s, input_fired_time: 1.1362559795, output_fired_time: 0.0000000000, propagate_forward_time: 40.3333702087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4621734619
validation[          , genome 18300] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       341.27704, best error:       319.58401 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 506.0886230469s, input_fired_time: 9.0318708420, output_fired_time: 9.2466268539, propagate_forward_time: 193.5675354004, propagate_backward_time: 286.2509460449, weight_update_time: 0.5418117642, other_time: 7.9916687012
epoch time: 41.7619209290s, input_fired_time: 1.1178148985, output_fired_time: 0.0000000000, propagate_forward_time: 39.1853790283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4587287903
validation[          , genome 18300] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       370.91724, best error:       319.58401 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 511.8614807129s, input_fired_time: 9.1143646240, output_fired_time: 9.3945093155, propagate_forward_time: 195.9495849609, propagate_backward_time: 289.3876647949, weight_update_time: 0.5468406677, other_time: 8.0153808594
epoch time: 43.6346054077s, input_fired_time: 1.1368552446, output_fired_time: 0.0000000000, propagate_forward_time: 41.0363349915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4614143372
validation[          , genome 18300] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       347.09753, best error:       319.58401 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 525.8896484375s, input_fired_time: 9.3120422363, output_fired_time: 9.6580133438, propagate_forward_time: 200.9201965332, propagate_backward_time: 297.8048095703, weight_update_time: 0.5601483583, other_time: 8.1946105957
epoch time: 43.7497215271s, input_fired_time: 1.1644117832, output_fired_time: 0.0000000000, propagate_forward_time: 41.0921249390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4931831360
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       355.12265, best error:       319.58401 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 524.1473388672s, input_fired_time: 9.2878503799, output_fired_time: 9.6389827728, propagate_forward_time: 199.9631500244, propagate_backward_time: 297.0608825684, weight_update_time: 0.5608154535, other_time: 8.1965026855
epoch time: 44.6221046448s, input_fired_time: 1.1746802330, output_fired_time: 0.0000000000, propagate_forward_time: 41.9468955994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5005302429
validation[          , genome 18300] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       334.99292, best error:       319.58401 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 530.3342895508s, input_fired_time: 9.3647003174, output_fired_time: 9.6996088028, propagate_forward_time: 201.4334411621, propagate_backward_time: 301.6220703125, weight_update_time: 0.5631032586, other_time: 8.2144775391
epoch time: 43.7647590637s, input_fired_time: 1.1558313370, output_fired_time: 0.0000000000, propagate_forward_time: 41.1300888062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4788398743
validation[          , genome 18300] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       338.25436, best error:       319.58401 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 526.9116210938s, input_fired_time: 9.3020505905, output_fired_time: 9.6172065735, propagate_forward_time: 200.7318420410, propagate_backward_time: 299.0386352539, weight_update_time: 0.5617386699, other_time: 8.2218627930
epoch time: 44.1197891235s, input_fired_time: 1.1599994898, output_fired_time: 0.0000000000, propagate_forward_time: 41.4737930298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4859962463
validation[          , genome 18300] predictions:    9887/  10000 (98.87%), best:    9897/10000 (98.97%), error:       365.74197, best error:       319.58401 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 523.7294921875s, input_fired_time: 9.2748918533, output_fired_time: 9.5574541092, propagate_forward_time: 199.8464050293, propagate_backward_time: 296.8916931152, weight_update_time: 0.5572836399, other_time: 8.1590270996
epoch time: 43.2505569458s, input_fired_time: 1.1445426941, output_fired_time: 0.0000000000, propagate_forward_time: 40.6383590698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4676551819
validation[          , genome 18300] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       362.41464, best error:       319.58401 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 525.5613403320s, input_fired_time: 9.3094511032, output_fired_time: 9.6351652145, propagate_forward_time: 200.2835540771, propagate_backward_time: 298.1476745605, weight_update_time: 0.5603392720, other_time: 8.1855163574
epoch time: 42.7057876587s, input_fired_time: 1.1407303810, output_fired_time: 0.0000000000, propagate_forward_time: 40.0855026245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4795532227
validation[          , genome 18300] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       321.43707, best error:       319.58401 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 524.0018310547s, input_fired_time: 9.2897577286, output_fired_time: 9.5858983994, propagate_forward_time: 199.4044494629, propagate_backward_time: 297.5581970215, weight_update_time: 0.5597853065, other_time: 8.1635437012
epoch time: 43.7474899292s, input_fired_time: 1.1531769037, output_fired_time: 0.0000000000, propagate_forward_time: 41.1208114624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4735031128
validation[          , genome 18300] predictions:    9905/  10000 (99.05%), best:    9897/10000 (98.97%), error:       343.21310, best error:       319.58401 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 530.4911499023s, input_fired_time: 9.3923006058, output_fired_time: 9.7342157364, propagate_forward_time: 202.5857849121, propagate_backward_time: 300.5646667480, weight_update_time: 0.5627992153, other_time: 8.2142028809
epoch time: 44.6020622253s, input_fired_time: 1.1741936207, output_fired_time: 0.0000000000, propagate_forward_time: 41.9375991821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4902687073
validation[          , genome 18300] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       341.18039, best error:       319.58401 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 530.8613891602s, input_fired_time: 9.3904809952, output_fired_time: 9.6405191422, propagate_forward_time: 203.0748443604, propagate_backward_time: 300.5336914063, weight_update_time: 0.5631207228, other_time: 8.2218017578
epoch time: 45.2481460571s, input_fired_time: 1.1845858097, output_fired_time: 0.0000000000, propagate_forward_time: 42.5568962097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5066642761
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       340.65967, best error:       319.58401 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 528.9112548828s, input_fired_time: 9.3826293945, output_fired_time: 9.6949653625, propagate_forward_time: 202.1096496582, propagate_backward_time: 299.5242919922, weight_update_time: 0.5637933016, other_time: 8.1997070313
epoch time: 44.5002708435s, input_fired_time: 1.1732263565, output_fired_time: 0.0000000000, propagate_forward_time: 41.8387527466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4882926941
validation[          , genome 18300] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       362.05112, best error:       319.58401 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 524.8662719727s, input_fired_time: 9.3085889816, output_fired_time: 9.6262607574, propagate_forward_time: 200.2429962158, propagate_backward_time: 297.5056457520, weight_update_time: 0.5625662208, other_time: 8.1827697754
epoch time: 44.0197639465s, input_fired_time: 1.1635614634, output_fired_time: 0.0000000000, propagate_forward_time: 41.3649368286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4912643433
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       336.83170, best error:       319.58401 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 525.2478637695s, input_fired_time: 9.3152723312, output_fired_time: 9.6908092499, propagate_forward_time: 200.3552246094, propagate_backward_time: 297.6987304688, weight_update_time: 0.5563713908, other_time: 8.1878662109
epoch time: 45.1323738098s, input_fired_time: 1.1854815483, output_fired_time: 0.0000000000, propagate_forward_time: 42.4468917847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5000000000
validation[          , genome 18300] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       357.67596, best error:       319.58401 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 525.9782714844s, input_fired_time: 9.2881851196, output_fired_time: 9.6615676880, propagate_forward_time: 199.8699340820, propagate_backward_time: 299.0184326172, weight_update_time: 0.5568512678, other_time: 8.1401367188
epoch time: 43.6592864990s, input_fired_time: 1.1529561281, output_fired_time: 0.0000000000, propagate_forward_time: 41.0313720703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4749565125
validation[          , genome 18300] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       358.39581, best error:       319.58401 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 528.4614257813s, input_fired_time: 9.3433113098, output_fired_time: 9.6809349060, propagate_forward_time: 201.5773620605, propagate_backward_time: 299.6383361816, weight_update_time: 0.5647729635, other_time: 8.2214660645
epoch time: 43.8630294800s, input_fired_time: 1.1608301401, output_fired_time: 0.0000000000, propagate_forward_time: 41.2123031616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4898948669
validation[          , genome 18300] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       345.79495, best error:       319.58401 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 524.6022949219s, input_fired_time: 9.2980642319, output_fired_time: 9.5729961395, propagate_forward_time: 200.1539459229, propagate_backward_time: 297.4032287598, weight_update_time: 0.5564211011, other_time: 8.1741027832
epoch time: 44.3959045410s, input_fired_time: 1.1713768244, output_fired_time: 0.0000000000, propagate_forward_time: 41.7241363525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5003929138
validation[          , genome 18300] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       369.58951, best error:       319.58401 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 528.4333496094s, input_fired_time: 9.3506422043, output_fired_time: 9.6663494110, propagate_forward_time: 201.8587188721, propagate_backward_time: 299.3499755859, weight_update_time: 0.5651202202, other_time: 8.2076416016
epoch time: 44.0097160339s, input_fired_time: 1.1610289812, output_fired_time: 0.0000000000, propagate_forward_time: 41.3526000977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4960861206
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       353.90384, best error:       319.58401 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 529.2954711914s, input_fired_time: 9.3655452728, output_fired_time: 9.7074089050, propagate_forward_time: 201.0705871582, propagate_backward_time: 300.9353027344, weight_update_time: 0.5609517694, other_time: 8.2166442871
epoch time: 44.9082565308s, input_fired_time: 1.1851118803, output_fired_time: 0.0000000000, propagate_forward_time: 42.2185478210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5045967102
validation[          , genome 18300] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       369.08273, best error:       319.58401 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 527.2229614258s, input_fired_time: 9.3397665024, output_fired_time: 9.6429052353, propagate_forward_time: 201.0867614746, propagate_backward_time: 298.9778442383, weight_update_time: 0.5593948364, other_time: 8.1756591797
epoch time: 43.7030677795s, input_fired_time: 1.1552929878, output_fired_time: 0.0000000000, propagate_forward_time: 41.0654563904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4823188782
validation[          , genome 18300] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       353.29669, best error:       319.58401 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 528.7604980469s, input_fired_time: 9.3559875488, output_fired_time: 9.7220993042, propagate_forward_time: 201.6388549805, propagate_backward_time: 299.8612365723, weight_update_time: 0.5613110662, other_time: 8.1823425293
epoch time: 42.7582321167s, input_fired_time: 1.1398286819, output_fired_time: 0.0000000000, propagate_forward_time: 40.1438331604, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4745712280
validation[          , genome 18300] predictions:    9906/  10000 (99.06%), best:    9897/10000 (98.97%), error:       348.58151, best error:       319.58401 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 524.7871093750s, input_fired_time: 9.3083572388, output_fired_time: 9.6318407059, propagate_forward_time: 200.1965484619, propagate_backward_time: 297.4769592285, weight_update_time: 0.5571917295, other_time: 8.1734313965
epoch time: 44.4285278320s, input_fired_time: 1.1751786470, output_fired_time: 0.0000000000, propagate_forward_time: 41.7566986084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4966506958
validation[          , genome 18300] predictions:    9902/  10000 (99.02%), best:    9897/10000 (98.97%), error:       359.85690, best error:       319.58401 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 529.4604492188s, input_fired_time: 9.3586149216, output_fired_time: 9.7677860260, propagate_forward_time: 201.5124969482, propagate_backward_time: 300.6107788086, weight_update_time: 0.5635594130, other_time: 8.2107543945
epoch time: 42.2041473389s, input_fired_time: 1.1294734478, output_fired_time: 0.0000000000, propagate_forward_time: 39.6057891846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4688835144
validation[          , genome 18300] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       354.39780, best error:       319.58401 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 525.1961669922s, input_fired_time: 9.2882480621, output_fired_time: 9.6124095917, propagate_forward_time: 199.7536468506, propagate_backward_time: 298.3700561523, weight_update_time: 0.5631499887, other_time: 8.1718139648
epoch time: 43.2115898132s, input_fired_time: 1.1493780613, output_fired_time: 0.0000000000, propagate_forward_time: 40.5820999146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4801101685
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       377.58798, best error:       319.58401 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 528.2616577148s, input_fired_time: 9.3452043533, output_fired_time: 9.7358636856, propagate_forward_time: 201.3967895508, propagate_backward_time: 299.5855407715, weight_update_time: 0.5628030300, other_time: 8.1982421875
epoch time: 44.2104492188s, input_fired_time: 1.1734322309, output_fired_time: 0.0000000000, propagate_forward_time: 41.5421333313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4948844910
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       361.11038, best error:       319.58401 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 529.1359863281s, input_fired_time: 9.3599958420, output_fired_time: 9.6864643097, propagate_forward_time: 202.0028533936, propagate_backward_time: 299.8660888672, weight_update_time: 0.5646075606, other_time: 8.2205810547
epoch time: 42.9350357056s, input_fired_time: 1.1427657604, output_fired_time: 0.0000000000, propagate_forward_time: 40.3248901367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4673805237
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       363.00974, best error:       319.58401 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 524.8043823242s, input_fired_time: 9.2747297287, output_fired_time: 9.6172723770, propagate_forward_time: 199.6395416260, propagate_backward_time: 298.0884094238, weight_update_time: 0.5623116493, other_time: 8.1844177246
epoch time: 44.4627685547s, input_fired_time: 1.1736184359, output_fired_time: 0.0000000000, propagate_forward_time: 41.7919731140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4971771240
validation[          , genome 18300] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       357.57773, best error:       319.58401 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 528.8654174805s, input_fired_time: 9.3512144089, output_fired_time: 9.7415885925, propagate_forward_time: 201.6909484863, propagate_backward_time: 299.8727416992, weight_update_time: 0.5678176880, other_time: 8.2089538574
epoch time: 44.0999565125s, input_fired_time: 1.1618950367, output_fired_time: 0.0000000000, propagate_forward_time: 41.4523620605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4856987000
validation[          , genome 18300] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       368.59689, best error:       319.58401 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 528.1234130859s, input_fired_time: 9.3377046585, output_fired_time: 9.6208724976, propagate_forward_time: 201.5693511963, propagate_backward_time: 299.4436950684, weight_update_time: 0.5593687296, other_time: 8.1517639160
epoch time: 44.6524047852s, input_fired_time: 1.1776645184, output_fired_time: 0.0000000000, propagate_forward_time: 41.9882507324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4864883423
validation[          , genome 18300] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       365.56128, best error:       319.58401 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 526.1293334961s, input_fired_time: 9.3303565979, output_fired_time: 9.6537418365, propagate_forward_time: 201.4493713379, propagate_backward_time: 297.5352478027, weight_update_time: 0.5598427057, other_time: 8.1605834961
epoch time: 45.1639785767s, input_fired_time: 1.1848793030, output_fired_time: 0.0000000000, propagate_forward_time: 42.4809341431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4981651306
validation[          , genome 18300] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       362.49353, best error:       319.58401 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 528.8182983398s, input_fired_time: 9.3433074951, output_fired_time: 9.6652193069, propagate_forward_time: 201.8905944824, propagate_backward_time: 299.7817382813, weight_update_time: 0.5580333471, other_time: 8.1374206543
epoch time: 44.7353096008s, input_fired_time: 1.1832779646, output_fired_time: 0.0000000000, propagate_forward_time: 42.0624504089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4895820618
validation[          , genome 18300] predictions:    9892/  10000 (98.92%), best:    9897/10000 (98.97%), error:       370.97110, best error:       319.58401 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 527.1401367188s, input_fired_time: 9.3525648117, output_fired_time: 9.6743984222, propagate_forward_time: 202.0559692383, propagate_backward_time: 297.8823852539, weight_update_time: 0.5616372228, other_time: 8.1748352051
epoch time: 43.8768806458s, input_fired_time: 1.1645607948, output_fired_time: 0.0000000000, propagate_forward_time: 41.2212257385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4910926819
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       360.17807, best error:       319.58401 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 525.0464477539s, input_fired_time: 9.3162622452, output_fired_time: 9.6691932678, propagate_forward_time: 200.5555877686, propagate_backward_time: 297.3598022461, weight_update_time: 0.5599472523, other_time: 8.1455688477
epoch time: 43.8919181824s, input_fired_time: 1.1597386599, output_fired_time: 0.0000000000, propagate_forward_time: 41.2476005554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4845771790
validation[          , genome 18300] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       364.98428, best error:       319.58401 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 526.3983764648s, input_fired_time: 9.3267087936, output_fired_time: 9.6446208954, propagate_forward_time: 201.2368621826, propagate_backward_time: 298.0270080566, weight_update_time: 0.5609413981, other_time: 8.1631774902
epoch time: 43.4798469543s, input_fired_time: 1.1554136276, output_fired_time: 0.0000000000, propagate_forward_time: 40.8443183899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4801139832
validation[          , genome 18300] predictions:    9899/  10000 (98.99%), best:    9897/10000 (98.97%), error:       363.77908, best error:       319.58401 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 526.7300415039s, input_fired_time: 9.3074693680, output_fired_time: 9.6798810959, propagate_forward_time: 200.5959167480, propagate_backward_time: 298.9340515137, weight_update_time: 0.5620331764, other_time: 8.2127075195
epoch time: 44.8023071289s, input_fired_time: 1.1843390465, output_fired_time: 0.0000000000, propagate_forward_time: 42.1113204956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5066490173
validation[          , genome 18300] predictions:    9888/  10000 (98.88%), best:    9897/10000 (98.97%), error:       372.69452, best error:       319.58401 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 523.3900756836s, input_fired_time: 9.3037748337, output_fired_time: 9.5858907700, propagate_forward_time: 200.0868988037, propagate_backward_time: 296.2770996094, weight_update_time: 0.5543293953, other_time: 8.1364135742
epoch time: 44.7379531860s, input_fired_time: 1.1742013693, output_fired_time: 0.0000000000, propagate_forward_time: 42.0844116211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4793395996
validation[          , genome 18300] predictions:    9897/  10000 (98.97%), best:    9897/10000 (98.97%), error:       364.35318, best error:       319.58401 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 520.9558105469s, input_fired_time: 9.2275733948, output_fired_time: 9.5386638641, propagate_forward_time: 198.2189025879, propagate_backward_time: 295.8258972168, weight_update_time: 0.5567709208, other_time: 8.1447753906
epoch time: 43.5859680176s, input_fired_time: 1.1563566923, output_fired_time: 0.0000000000, propagate_forward_time: 40.9479637146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4816474915
validation[          , genome 18300] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       377.38815, best error:       319.58401 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 520.2471923828s, input_fired_time: 9.2540006638, output_fired_time: 9.4998674393, propagate_forward_time: 198.9426269531, propagate_backward_time: 294.4228820801, weight_update_time: 0.5536242127, other_time: 8.1278076172
epoch time: 43.4102935791s, input_fired_time: 1.1508342028, output_fired_time: 0.0000000000, propagate_forward_time: 40.7823944092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4770660400
validation[          , genome 18300] predictions:    9893/  10000 (98.93%), best:    9897/10000 (98.97%), error:       375.24799, best error:       319.58401 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 521.3782348633s, input_fired_time: 9.2676315308, output_fired_time: 9.5892105103, propagate_forward_time: 198.9140472412, propagate_backward_time: 295.4470520020, weight_update_time: 0.5600014925, other_time: 8.1603088379
epoch time: 44.5616874695s, input_fired_time: 1.1768971682, output_fired_time: 0.0000000000, propagate_forward_time: 41.8854866028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4993019104
validation[          , genome 18300] predictions:    9898/  10000 (98.98%), best:    9897/10000 (98.97%), error:       373.15576, best error:       319.58401 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 528.4272460938s, input_fired_time: 9.3673648834, output_fired_time: 9.6888103485, propagate_forward_time: 201.8966522217, propagate_backward_time: 299.2851562500, weight_update_time: 0.5624736547, other_time: 8.1892700195
epoch time: 44.3888359070s, input_fired_time: 1.1703732014, output_fired_time: 0.0000000000, propagate_forward_time: 41.7313003540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4871635437
validation[          , genome 18300] predictions:    9894/  10000 (98.94%), best:    9897/10000 (98.97%), error:       368.06302, best error:       319.58401 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 529.8265380859s, input_fired_time: 9.3650560379, output_fired_time: 9.7209949493, propagate_forward_time: 201.5590057373, propagate_backward_time: 300.9489135742, weight_update_time: 0.5645998120, other_time: 8.2325439453
epoch time: 43.0966224670s, input_fired_time: 1.1467592716, output_fired_time: 0.0000000000, propagate_forward_time: 40.4673309326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4825325012
validation[          , genome 18300] predictions:    9896/  10000 (98.96%), best:    9897/10000 (98.97%), error:       367.41302, best error:       319.58401 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 526.6713867188s, input_fired_time: 9.3371744156, output_fired_time: 9.6687736511, propagate_forward_time: 201.2739562988, propagate_backward_time: 298.1802978516, weight_update_time: 0.5650488138, other_time: 8.2112121582
epoch time: 45.4107704163s, input_fired_time: 1.1962661743, output_fired_time: 0.0000000000, propagate_forward_time: 42.6855735779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5289306641
validation[          , genome 18300] predictions:    9901/  10000 (99.01%), best:    9897/10000 (98.97%), error:       370.82068, best error:       319.58401 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 526.7138061523s, input_fired_time: 9.3658752441, output_fired_time: 9.7147769928, propagate_forward_time: 201.3944244385, propagate_backward_time: 298.0489196777, weight_update_time: 0.5560969114, other_time: 8.1897888184
epoch time: 44.9773445129s, input_fired_time: 1.1839395761, output_fired_time: 0.0000000000, propagate_forward_time: 42.2884254456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5049781799
validation[          , genome 18300] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       372.67230, best error:       319.58401 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 529.4963989258s, input_fired_time: 9.3865432739, output_fired_time: 9.7211818695, propagate_forward_time: 202.4799652100, propagate_backward_time: 299.6703186035, weight_update_time: 0.5633973479, other_time: 8.2383728027
epoch time: 43.5443611145s, input_fired_time: 1.1545678377, output_fired_time: 0.0000000000, propagate_forward_time: 40.9090118408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4807815552
validation[          , genome 18300] predictions:    9900/  10000 (99.00%), best:    9897/10000 (98.97%), error:       362.06070, best error:       319.58401 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 526.3128051758s, input_fired_time: 9.3415842056, output_fired_time: 9.6598520279, propagate_forward_time: 200.9636383057, propagate_backward_time: 298.1419067383, weight_update_time: 0.5637935996, other_time: 8.2058105469
epoch time: 43.5365600586s, input_fired_time: 1.1590422392, output_fired_time: 0.0000000000, propagate_forward_time: 40.8820991516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4954185486
validation[          , genome 18300] predictions:    9895/  10000 (98.95%), best:    9897/10000 (98.97%), error:       374.74951, best error:       319.58401 on epoch:    51, 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: 219.7558288574s, input_fired_time: 5.8094387054, output_fired_time: 0.0000000000, propagate_forward_time: 206.4648284912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 7.4815673828
best training[          , genome 18300] predictions:   49985/  50000 (99.97%), best:    9897/10000 (98.97%), error:       177.97011, best error:       319.58401 on epoch:    51, 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: 44.5601654053s, input_fired_time: 1.1650043726, output_fired_time: 0.0000000000, propagate_forward_time: 41.8971023560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4980583191
   testing[          , genome 18300] predictions:    9903/  10000 (99.03%), best:    9897/10000 (98.97%), error:       300.08896, best error:       319.58401 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:41:04 (11132): called boinc_finish(0)

</stderr_txt>
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