Nameexact_genome_1512185335_40_9182_0
Workunit2564304
Created5 Dec 2017, 16:48:44 UTC
Sent5 Dec 2017, 16:55:14 UTC
Report deadline2 Jan 2018, 6:02:39 UTC
Received7 Dec 2017, 18:13:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time13 hours 35 min 25 sec
CPU time13 hours 35 min 10 sec
Validate stateValid
Credit6,886.71
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size167.17 MB
Peak swap size165.75 MB
Peak disk usage4.32 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
6, weight_decay: 0.0002438374

epoch time: 442.7423400879s, input_fired_time: 5.0627050400, output_fired_time: 4.7630987167, propagate_forward_time: 167.6591491699, propagate_backward_time: 259.7978820801, weight_update_time: 0.3588571548, other_time: 5.4595031738
epoch time: 35.2087631226s, input_fired_time: 0.6139373183, output_fired_time: 0.0000000000, propagate_forward_time: 33.6137275696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9810981750
validation[          , genome  9182] predictions:    9799/  10000 (97.99%), best:    9807/10000 (98.07%), error:       699.74487, best error:       580.44867 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 446.2850036621s, input_fired_time: 5.0518550873, output_fired_time: 4.8088064194, propagate_forward_time: 168.9936828613, propagate_backward_time: 261.9889831543, weight_update_time: 0.3594956994, other_time: 5.4416809082
epoch time: 35.3591423035s, input_fired_time: 0.6174056530, output_fired_time: 0.0000000000, propagate_forward_time: 33.7623977661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9793395996
validation[          , genome  9182] predictions:    9808/  10000 (98.08%), best:    9807/10000 (98.07%), error:       610.30249, best error:       580.44867 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 445.7423400879s, input_fired_time: 5.1854910851, output_fired_time: 4.7961225510, propagate_forward_time: 168.6477355957, propagate_backward_time: 261.4365844727, weight_update_time: 0.3700292408, other_time: 5.6764221191
epoch time: 35.3330535889s, input_fired_time: 0.6273370981, output_fired_time: 0.0000000000, propagate_forward_time: 33.6816253662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0240898132
validation[          , genome  9182] predictions:    9817/  10000 (98.17%), best:    9807/10000 (98.07%), error:       590.59210, best error:       580.44867 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 446.4289550781s, input_fired_time: 5.2010040283, output_fired_time: 4.8306765556, propagate_forward_time: 168.5779876709, propagate_backward_time: 262.1335754395, weight_update_time: 0.3706214428, other_time: 5.6856994629
epoch time: 35.1794586182s, input_fired_time: 0.6285318732, output_fired_time: 0.0000000000, propagate_forward_time: 33.5240478516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0268783569
validation[          , genome  9182] predictions:    9800/  10000 (98.00%), best:    9807/10000 (98.07%), error:       635.32434, best error:       580.44867 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 446.5485229492s, input_fired_time: 5.0735411644, output_fired_time: 4.8100523949, propagate_forward_time: 168.7617034912, propagate_backward_time: 262.4679870605, weight_update_time: 0.3645262420, other_time: 5.4352111816
epoch time: 35.3230705261s, input_fired_time: 0.6199707389, output_fired_time: 0.0000000000, propagate_forward_time: 33.7305450439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9725532532
validation[          , genome  9182] predictions:    9763/  10000 (97.63%), best:    9807/10000 (98.07%), error:       756.73389, best error:       580.44867 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 445.9788818359s, input_fired_time: 5.1536989212, output_fired_time: 4.8113975525, propagate_forward_time: 168.6107330322, propagate_backward_time: 261.7885437012, weight_update_time: 0.3720127344, other_time: 5.6145324707
epoch time: 35.2404098511s, input_fired_time: 0.6170471907, output_fired_time: 0.0000000000, propagate_forward_time: 33.6433906555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9799728394
validation[          , genome  9182] predictions:    9825/  10000 (98.25%), best:    9807/10000 (98.07%), error:       589.47400, best error:       580.44867 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 443.6802673340s, input_fired_time: 5.1760177612, output_fired_time: 4.7712125778, propagate_forward_time: 167.7048034668, propagate_backward_time: 260.3898010254, weight_update_time: 0.3737063408, other_time: 5.6384277344
epoch time: 35.1025009155s, input_fired_time: 0.6253240108, output_fired_time: 0.0000000000, propagate_forward_time: 33.4585723877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0186042786
validation[          , genome  9182] predictions:    9833/  10000 (98.33%), best:    9833/10000 (98.33%), error:       574.95880, best error:       574.95880 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 444.2057189941s, input_fired_time: 5.0901389122, output_fired_time: 4.7652902603, propagate_forward_time: 168.0001983643, propagate_backward_time: 260.8945617676, weight_update_time: 0.3680898845, other_time: 5.4555358887
epoch time: 35.2404594421s, input_fired_time: 0.6240941286, output_fired_time: 0.0000000000, propagate_forward_time: 33.6361503601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9802131653
validation[          , genome  9182] predictions:    9772/  10000 (97.72%), best:    9833/10000 (98.33%), error:       754.72882, best error:       574.95880 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 445.5002746582s, input_fired_time: 5.1151576042, output_fired_time: 4.7915425301, propagate_forward_time: 168.1085968018, propagate_backward_time: 261.9491271973, weight_update_time: 0.3765184283, other_time: 5.5358581543
epoch time: 35.0536880493s, input_fired_time: 0.6188399792, output_fired_time: 0.0000000000, propagate_forward_time: 33.4594497681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9753990173
validation[          , genome  9182] predictions:    9832/  10000 (98.32%), best:    9833/10000 (98.33%), error:       591.09113, best error:       574.95880 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 446.7071228027s, input_fired_time: 5.0798015594, output_fired_time: 4.7969489098, propagate_forward_time: 168.5360717773, propagate_backward_time: 262.8367614746, weight_update_time: 0.3784385920, other_time: 5.4575500488
epoch time: 35.3784141541s, input_fired_time: 0.6191284060, output_fired_time: 0.0000000000, propagate_forward_time: 33.7778396606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9814453125
validation[          , genome  9182] predictions:    9848/  10000 (98.48%), best:    9848/10000 (98.48%), error:       507.70227, best error:       507.70227 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 445.4945373535s, input_fired_time: 5.2100257874, output_fired_time: 4.7908544540, propagate_forward_time: 168.0171813965, propagate_backward_time: 261.7481079102, weight_update_time: 0.3914977610, other_time: 5.7283630371
epoch time: 35.4013366699s, input_fired_time: 0.6319811940, output_fired_time: 0.0000000000, propagate_forward_time: 33.7405853271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0287704468
validation[          , genome  9182] predictions:    9828/  10000 (98.28%), best:    9848/10000 (98.48%), error:       574.40015, best error:       507.70227 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 445.4367065430s, input_fired_time: 5.1924977303, output_fired_time: 4.7797379494, propagate_forward_time: 167.9679260254, propagate_backward_time: 261.7712097168, weight_update_time: 0.3968240619, other_time: 5.7253417969
epoch time: 35.0639686584s, input_fired_time: 0.6264501810, output_fired_time: 0.0000000000, propagate_forward_time: 33.4102249146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0272941589
validation[          , genome  9182] predictions:    9820/  10000 (98.20%), best:    9848/10000 (98.48%), error:       572.94226, best error:       507.70227 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 446.5542907715s, input_fired_time: 5.1943202019, output_fired_time: 4.8035497665, propagate_forward_time: 168.3143920898, propagate_backward_time: 262.5434265137, weight_update_time: 0.4034129679, other_time: 5.6986083984
epoch time: 35.4622764587s, input_fired_time: 0.6374055147, output_fired_time: 0.0000000000, propagate_forward_time: 33.7990646362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0258064270
validation[          , genome  9182] predictions:    9802/  10000 (98.02%), best:    9848/10000 (98.48%), error:       640.03015, best error:       507.70227 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 444.5706176758s, input_fired_time: 5.1529994011, output_fired_time: 4.7626948357, propagate_forward_time: 167.4508056641, propagate_backward_time: 261.5442199707, weight_update_time: 0.4075456262, other_time: 5.6599121094
epoch time: 35.0936317444s, input_fired_time: 0.6263167262, output_fired_time: 0.0000000000, propagate_forward_time: 33.4522590637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0150566101
validation[          , genome  9182] predictions:    9834/  10000 (98.34%), best:    9848/10000 (98.48%), error:       574.89771, best error:       507.70227 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 447.2210998535s, input_fired_time: 5.1129388809, output_fired_time: 4.7954602242, propagate_forward_time: 168.5852966309, propagate_backward_time: 263.1966552734, weight_update_time: 0.4121793509, other_time: 5.5307312012
epoch time: 35.1508750916s, input_fired_time: 0.6302592754, output_fired_time: 0.0000000000, propagate_forward_time: 33.4987106323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0219039917
validation[          , genome  9182] predictions:    9846/  10000 (98.46%), best:    9848/10000 (98.48%), error:       522.08691, best error:       507.70227 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 448.6344604492s, input_fired_time: 5.1051979065, output_fired_time: 4.8200907707, propagate_forward_time: 169.0907287598, propagate_backward_time: 264.0883789063, weight_update_time: 0.4296634495, other_time: 5.5300598145
epoch time: 35.4026603699s, input_fired_time: 0.6232535243, output_fired_time: 0.0000000000, propagate_forward_time: 33.8028869629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9765205383
validation[          , genome  9182] predictions:    9817/  10000 (98.17%), best:    9848/10000 (98.48%), error:       628.71094, best error:       507.70227 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 444.9297790527s, input_fired_time: 5.0705666542, output_fired_time: 4.7664885521, propagate_forward_time: 167.7380065918, propagate_backward_time: 261.8644104004, weight_update_time: 0.4267260730, other_time: 5.4903259277
epoch time: 35.2199325562s, input_fired_time: 0.6231591105, output_fired_time: 0.0000000000, propagate_forward_time: 33.6069374084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9898376465
validation[          , genome  9182] predictions:    9816/  10000 (98.16%), best:    9848/10000 (98.48%), error:       618.90546, best error:       507.70227 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 447.0546264648s, input_fired_time: 5.0854387283, output_fired_time: 4.7980813980, propagate_forward_time: 168.4606628418, propagate_backward_time: 263.1773681641, weight_update_time: 0.4395306706, other_time: 5.5330505371
epoch time: 35.2336845398s, input_fired_time: 0.6239548326, output_fired_time: 0.0000000000, propagate_forward_time: 33.6312675476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9784622192
validation[          , genome  9182] predictions:    9786/  10000 (97.86%), best:    9848/10000 (98.48%), error:       681.69177, best error:       507.70227 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 447.1456298828s, input_fired_time: 5.1598954201, output_fired_time: 4.7870059013, propagate_forward_time: 168.4401245117, propagate_backward_time: 263.1023254395, weight_update_time: 0.4569126964, other_time: 5.6562805176
epoch time: 35.1499404907s, input_fired_time: 0.6218675971, output_fired_time: 0.0000000000, propagate_forward_time: 33.5444068909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9836654663
validation[          , genome  9182] predictions:    9840/  10000 (98.40%), best:    9848/10000 (98.48%), error:       537.70386, best error:       507.70227 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 447.4659423828s, input_fired_time: 5.1742177010, output_fired_time: 4.7990694046, propagate_forward_time: 168.4215850830, propagate_backward_time: 263.3804016113, weight_update_time: 0.4722142518, other_time: 5.6906433105
epoch time: 35.2628860474s, input_fired_time: 0.6197556257, output_fired_time: 0.0000000000, propagate_forward_time: 33.6672058105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9759254456
validation[          , genome  9182] predictions:    9808/  10000 (98.08%), best:    9848/10000 (98.48%), error:       643.40234, best error:       507.70227 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 448.0715942383s, input_fired_time: 5.1017599106, output_fired_time: 4.8088994026, propagate_forward_time: 168.7316131592, propagate_backward_time: 263.8696289063, weight_update_time: 0.4812544286, other_time: 5.5596923828
epoch time: 35.1771469116s, input_fired_time: 0.6223736405, output_fired_time: 0.0000000000, propagate_forward_time: 33.5764503479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9783210754
validation[          , genome  9182] predictions:    9850/  10000 (98.50%), best:    9848/10000 (98.48%), error:       509.43634, best error:       507.70227 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 446.4868774414s, input_fired_time: 5.1244840622, output_fired_time: 4.7854180336, propagate_forward_time: 168.0998687744, propagate_backward_time: 262.8379211426, weight_update_time: 0.4881859124, other_time: 5.6391906738
epoch time: 35.2236289978s, input_fired_time: 0.6344324350, output_fired_time: 0.0000000000, propagate_forward_time: 33.5693244934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0198707581
validation[          , genome  9182] predictions:    9808/  10000 (98.08%), best:    9848/10000 (98.48%), error:       591.81555, best error:       507.70227 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 449.0322570801s, input_fired_time: 5.2254328728, output_fired_time: 4.8247933388, propagate_forward_time: 168.6899261475, propagate_backward_time: 264.4530334473, weight_update_time: 0.5084002018, other_time: 5.8390808105
epoch time: 35.2770538330s, input_fired_time: 0.6341081858, output_fired_time: 0.0000000000, propagate_forward_time: 33.6224555969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0204887390
validation[          , genome  9182] predictions:    9830/  10000 (98.30%), best:    9848/10000 (98.48%), error:       568.68536, best error:       507.70227 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 448.9877929688s, input_fired_time: 5.1781325340, output_fired_time: 4.8172564507, propagate_forward_time: 168.9388732910, propagate_backward_time: 264.3293151855, weight_update_time: 0.5150715113, other_time: 5.7242126465
epoch time: 35.2008438110s, input_fired_time: 0.6351761222, output_fired_time: 0.0000000000, propagate_forward_time: 33.5401954651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0254707336
validation[          , genome  9182] predictions:    9838/  10000 (98.38%), best:    9848/10000 (98.48%), error:       530.77686, best error:       507.70227 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 449.0132751465s, input_fired_time: 5.2367405891, output_fired_time: 4.8202638626, propagate_forward_time: 168.7707519531, propagate_backward_time: 264.3267211914, weight_update_time: 0.5273941755, other_time: 5.8587951660
epoch time: 35.5089721680s, input_fired_time: 0.6371564269, output_fired_time: 0.0000000000, propagate_forward_time: 33.8470268250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0247879028
validation[          , genome  9182] predictions:    9838/  10000 (98.38%), best:    9848/10000 (98.48%), error:       509.33395, best error:       507.70227 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 447.2362060547s, input_fired_time: 5.1749477386, output_fired_time: 4.7904200554, propagate_forward_time: 168.2731170654, propagate_backward_time: 263.2169799805, weight_update_time: 0.5269927979, other_time: 5.7807617188
epoch time: 35.1995811462s, input_fired_time: 0.6344864368, output_fired_time: 0.0000000000, propagate_forward_time: 33.5386581421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0264358521
validation[          , genome  9182] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       494.42212, best error:       494.42212 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 447.1769409180s, input_fired_time: 5.1172714233, output_fired_time: 4.7872834206, propagate_forward_time: 168.3879394531, propagate_backward_time: 263.2648010254, weight_update_time: 0.5300239921, other_time: 5.6196289063
epoch time: 35.3135604858s, input_fired_time: 0.6274964213, output_fired_time: 0.0000000000, propagate_forward_time: 33.7059516907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9801139832
validation[          , genome  9182] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       486.72079, best error:       486.72079 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 445.5810241699s, input_fired_time: 5.2081723213, output_fired_time: 4.7626285553, propagate_forward_time: 167.5693359375, propagate_backward_time: 262.1799926758, weight_update_time: 0.5345490575, other_time: 5.8609008789
epoch time: 35.3248786926s, input_fired_time: 0.6290861964, output_fired_time: 0.0000000000, propagate_forward_time: 33.6907157898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0050773621
validation[          , genome  9182] predictions:    9850/  10000 (98.50%), best:    9850/10000 (98.50%), error:       518.45441, best error:       486.72079 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 449.0840454102s, input_fired_time: 5.2403573990, output_fired_time: 4.8172812462, propagate_forward_time: 168.7452239990, propagate_backward_time: 264.4082336426, weight_update_time: 0.5412933826, other_time: 5.8729553223
epoch time: 35.5178565979s, input_fired_time: 0.6409430504, output_fired_time: 0.0000000000, propagate_forward_time: 33.8534355164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0234794617
validation[          , genome  9182] predictions:    9861/  10000 (98.61%), best:    9850/10000 (98.50%), error:       501.73654, best error:       486.72079 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 446.8818359375s, input_fired_time: 5.1667027473, output_fired_time: 4.7922930717, propagate_forward_time: 168.0308532715, propagate_backward_time: 263.1407470703, weight_update_time: 0.5330145359, other_time: 5.7512207031
epoch time: 35.2415428162s, input_fired_time: 0.6310433745, output_fired_time: 0.0000000000, propagate_forward_time: 33.5884437561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0220565796
validation[          , genome  9182] predictions:    9856/  10000 (98.56%), best:    9850/10000 (98.50%), error:       490.70557, best error:       486.72079 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 446.0921325684s, input_fired_time: 5.1055727005, output_fired_time: 4.7656655312, propagate_forward_time: 168.0631713867, propagate_backward_time: 262.5437622070, weight_update_time: 0.5294562578, other_time: 5.6139831543
epoch time: 35.3680877686s, input_fired_time: 0.6243799925, output_fired_time: 0.0000000000, propagate_forward_time: 33.7570114136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9866981506
validation[          , genome  9182] predictions:    9822/  10000 (98.22%), best:    9850/10000 (98.50%), error:       582.84198, best error:       486.72079 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 445.8294067383s, input_fired_time: 5.2031888962, output_fired_time: 4.7765474319, propagate_forward_time: 167.7113342285, propagate_backward_time: 262.2955627441, weight_update_time: 0.5359510183, other_time: 5.8427734375
epoch time: 35.4320907593s, input_fired_time: 0.6301472187, output_fired_time: 0.0000000000, propagate_forward_time: 33.8182907104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9836540222
validation[          , genome  9182] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       466.20148, best error:       466.20148 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 448.7539672852s, input_fired_time: 5.1125316620, output_fired_time: 4.8147039413, propagate_forward_time: 168.7360229492, propagate_backward_time: 264.4597167969, weight_update_time: 0.5334730744, other_time: 5.6310119629
epoch time: 35.4664459229s, input_fired_time: 0.6281413436, output_fired_time: 0.0000000000, propagate_forward_time: 33.8560829163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9822235107
validation[          , genome  9182] predictions:    9846/  10000 (98.46%), best:    9868/10000 (98.68%), error:       501.18738, best error:       466.20148 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 449.8713684082s, input_fired_time: 5.1312069893, output_fired_time: 4.8189954758, propagate_forward_time: 169.1995849609, propagate_backward_time: 265.0849609375, weight_update_time: 0.5336645842, other_time: 5.6366271973
epoch time: 35.4072418213s, input_fired_time: 0.6278188825, output_fired_time: 0.0000000000, propagate_forward_time: 33.7993965149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9800262451
validation[          , genome  9182] predictions:    9817/  10000 (98.17%), best:    9868/10000 (98.68%), error:       595.84412, best error:       466.20148 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 447.9468078613s, input_fired_time: 5.1522583961, output_fired_time: 4.7854280472, propagate_forward_time: 168.6242980957, propagate_backward_time: 263.6672973633, weight_update_time: 0.5326724648, other_time: 5.7175292969
epoch time: 35.3931999207s, input_fired_time: 0.6265618801, output_fired_time: 0.0000000000, propagate_forward_time: 33.7859573364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9806823730
validation[          , genome  9182] predictions:    9866/  10000 (98.66%), best:    9866/10000 (98.66%), error:       458.69153, best error:       458.69153 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 446.6438293457s, input_fired_time: 5.1115002632, output_fired_time: 4.7741303444, propagate_forward_time: 168.0867462158, propagate_backward_time: 263.0425109863, weight_update_time: 0.5310384035, other_time: 5.6289367676
epoch time: 35.3504409790s, input_fired_time: 0.6268769503, output_fired_time: 0.0000000000, propagate_forward_time: 33.7434005737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9801635742
validation[          , genome  9182] predictions:    9841/  10000 (98.41%), best:    9866/10000 (98.66%), error:       523.04260, best error:       458.69153 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 449.7546997070s, input_fired_time: 5.1451125145, output_fired_time: 4.8192424774, propagate_forward_time: 169.2295532227, propagate_backward_time: 264.9072570801, weight_update_time: 0.5357838869, other_time: 5.6535339355
epoch time: 35.3690185547s, input_fired_time: 0.6274519563, output_fired_time: 0.0000000000, propagate_forward_time: 33.7605857849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9809799194
validation[          , genome  9182] predictions:    9844/  10000 (98.44%), best:    9866/10000 (98.66%), error:       509.68079, best error:       458.69153 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 445.5661315918s, input_fired_time: 5.0976243019, output_fired_time: 4.7737522125, propagate_forward_time: 167.4368743896, propagate_backward_time: 262.6703796387, weight_update_time: 0.5297924280, other_time: 5.5874938965
epoch time: 35.1363677979s, input_fired_time: 0.6267505884, output_fired_time: 0.0000000000, propagate_forward_time: 33.5327644348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9768524170
validation[          , genome  9182] predictions:    9862/  10000 (98.62%), best:    9866/10000 (98.66%), error:       480.91132, best error:       458.69153 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 447.5284729004s, input_fired_time: 5.1254725456, output_fired_time: 4.7913155556, propagate_forward_time: 168.2675781250, propagate_backward_time: 263.7156982422, weight_update_time: 0.5301261544, other_time: 5.6284179688
epoch time: 35.3925704956s, input_fired_time: 0.6268484592, output_fired_time: 0.0000000000, propagate_forward_time: 33.7856559753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9800643921
validation[          , genome  9182] predictions:    9831/  10000 (98.31%), best:    9866/10000 (98.66%), error:       565.26160, best error:       458.69153 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 447.1804809570s, input_fired_time: 5.1969461441, output_fired_time: 4.7819857597, propagate_forward_time: 168.0457458496, propagate_backward_time: 263.3481445313, weight_update_time: 0.5383147597, other_time: 5.8076477051
epoch time: 35.3592338562s, input_fired_time: 0.6390252113, output_fired_time: 0.0000000000, propagate_forward_time: 33.6975059509, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0227012634
validation[          , genome  9182] predictions:    9812/  10000 (98.12%), best:    9866/10000 (98.66%), error:       640.30750, best error:       458.69153 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 449.4244689941s, input_fired_time: 5.2566213608, output_fired_time: 4.8115339279, propagate_forward_time: 168.7071990967, propagate_backward_time: 264.7731323242, weight_update_time: 0.5418388247, other_time: 5.8759765625
epoch time: 35.5358200073s, input_fired_time: 0.6431288123, output_fired_time: 0.0000000000, propagate_forward_time: 33.8651885986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0275039673
validation[          , genome  9182] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       445.06537, best error:       445.06537 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 447.2582702637s, input_fired_time: 5.1509518623, output_fired_time: 4.7803254128, propagate_forward_time: 168.3388214111, propagate_backward_time: 263.3111267090, weight_update_time: 0.5306323767, other_time: 5.6770324707
epoch time: 35.0029792786s, input_fired_time: 0.6279359460, output_fired_time: 0.0000000000, propagate_forward_time: 33.3782234192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9968185425
validation[          , genome  9182] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       443.73700, best error:       443.73700 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 446.6548767090s, input_fired_time: 5.1339068413, output_fired_time: 4.7785816193, propagate_forward_time: 167.9869689941, propagate_backward_time: 263.1359863281, weight_update_time: 0.5329378843, other_time: 5.6194152832
epoch time: 35.2625465393s, input_fired_time: 0.6322593689, output_fired_time: 0.0000000000, propagate_forward_time: 33.6454124451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9848747253
validation[          , genome  9182] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       516.00793, best error:       443.73700 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 444.8138122559s, input_fired_time: 5.0930991173, output_fired_time: 4.7668142319, propagate_forward_time: 167.0331726074, propagate_backward_time: 262.3180847168, weight_update_time: 0.5311116576, other_time: 5.6026306152
epoch time: 34.9398269653s, input_fired_time: 0.6289417744, output_fired_time: 0.0000000000, propagate_forward_time: 33.3296165466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9812698364
validation[          , genome  9182] predictions:    9877/  10000 (98.77%), best:    9873/10000 (98.73%), error:       460.45023, best error:       443.73700 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 449.5551452637s, input_fired_time: 5.2656846046, output_fired_time: 4.8179554939, propagate_forward_time: 168.7851715088, propagate_backward_time: 264.8041687012, weight_update_time: 0.5429478288, other_time: 5.8821716309
epoch time: 35.2047500610s, input_fired_time: 0.6427541971, output_fired_time: 0.0000000000, propagate_forward_time: 33.5415725708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0204238892
validation[          , genome  9182] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       518.85187, best error:       443.73700 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 447.0442199707s, input_fired_time: 5.2240896225, output_fired_time: 4.7826743126, propagate_forward_time: 167.9401702881, propagate_backward_time: 263.2983398438, weight_update_time: 0.5376585722, other_time: 5.7989501953
epoch time: 35.1974143982s, input_fired_time: 0.6395830512, output_fired_time: 0.0000000000, propagate_forward_time: 33.5349464417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0228843689
validation[          , genome  9182] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       444.16113, best error:       443.73700 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 447.6847534180s, input_fired_time: 5.1440100670, output_fired_time: 4.7939267159, propagate_forward_time: 168.3471069336, propagate_backward_time: 263.7743530273, weight_update_time: 0.5308224559, other_time: 5.6253662109
epoch time: 35.3740463257s, input_fired_time: 0.6309868693, output_fired_time: 0.0000000000, propagate_forward_time: 33.7672195435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9758415222
validation[          , genome  9182] predictions:    9827/  10000 (98.27%), best:    9873/10000 (98.73%), error:       548.86566, best error:       443.73700 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 447.5946350098s, input_fired_time: 5.2101826668, output_fired_time: 4.7950243950, propagate_forward_time: 168.1872100830, propagate_backward_time: 263.6061401367, weight_update_time: 0.5381872654, other_time: 5.7960815430
epoch time: 35.1405410767s, input_fired_time: 0.6381939054, output_fired_time: 0.0000000000, propagate_forward_time: 33.4819717407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203742981
validation[          , genome  9182] predictions:    9852/  10000 (98.52%), best:    9873/10000 (98.73%), error:       557.43829, best error:       443.73700 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 449.8447875977s, input_fired_time: 5.2538132668, output_fired_time: 4.8263435364, propagate_forward_time: 168.7957305908, propagate_backward_time: 265.0932006836, weight_update_time: 0.5408151150, other_time: 5.8756713867
epoch time: 35.4887962341s, input_fired_time: 0.6435307264, output_fired_time: 0.0000000000, propagate_forward_time: 33.8227119446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0225524902
validation[          , genome  9182] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       428.08002, best error:       428.08002 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 446.7587585449s, input_fired_time: 5.1241121292, output_fired_time: 4.7832822800, propagate_forward_time: 167.9368896484, propagate_backward_time: 263.2863464355, weight_update_time: 0.5313898921, other_time: 5.6281127930
epoch time: 35.2413940430s, input_fired_time: 0.6442191005, output_fired_time: 0.0000000000, propagate_forward_time: 33.5702400208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0269355774
validation[          , genome  9182] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       482.24872, best error:       428.08002 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 446.5437622070s, input_fired_time: 5.2197318077, output_fired_time: 4.7742185593, propagate_forward_time: 167.8066101074, propagate_backward_time: 262.9302062988, weight_update_time: 0.5371972322, other_time: 5.8129882813
epoch time: 35.1951637268s, input_fired_time: 0.6433637738, output_fired_time: 0.0000000000, propagate_forward_time: 33.5295295715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0222702026
validation[          , genome  9182] predictions:    9864/  10000 (98.64%), best:    9874/10000 (98.74%), error:       515.49683, best error:       428.08002 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 447.1231689453s, input_fired_time: 5.2502775192, output_fired_time: 4.7887563705, propagate_forward_time: 167.8516998291, propagate_backward_time: 263.3671569824, weight_update_time: 0.5367864966, other_time: 5.8652648926
epoch time: 35.4577445984s, input_fired_time: 0.6460859179, output_fired_time: 0.0000000000, propagate_forward_time: 33.7868843079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0247726440
validation[          , genome  9182] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       437.79697, best error:       428.08002 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 448.4771423340s, input_fired_time: 5.2357439995, output_fired_time: 4.8038201332, propagate_forward_time: 168.5771942139, propagate_backward_time: 264.0509338379, weight_update_time: 0.5377873182, other_time: 5.8094177246
epoch time: 35.3927192688s, input_fired_time: 0.6432411075, output_fired_time: 0.0000000000, propagate_forward_time: 33.7251625061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0243148804
validation[          , genome  9182] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       497.39059, best error:       428.08002 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 448.2982482910s, input_fired_time: 5.1780662537, output_fired_time: 4.8066935539, propagate_forward_time: 168.3804931641, propagate_backward_time: 264.2448120117, weight_update_time: 0.5321455598, other_time: 5.6881713867
epoch time: 35.3628997803s, input_fired_time: 0.6446977854, output_fired_time: 0.0000000000, propagate_forward_time: 33.6984481812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0197525024
validation[          , genome  9182] predictions:    9872/  10000 (98.72%), best:    9874/10000 (98.74%), error:       478.21844, best error:       428.08002 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 449.6214599609s, input_fired_time: 5.2714819908, output_fired_time: 4.8066134453, propagate_forward_time: 168.8422393799, propagate_backward_time: 264.8359680176, weight_update_time: 0.5422565341, other_time: 5.8651428223
epoch time: 35.4379806519s, input_fired_time: 0.6424338222, output_fired_time: 0.0000000000, propagate_forward_time: 33.7719917297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0235557556
validation[          , genome  9182] predictions:    9844/  10000 (98.44%), best:    9874/10000 (98.74%), error:       522.12964, best error:       428.08002 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 448.2834777832s, input_fired_time: 5.1547937393, output_fired_time: 4.7986512184, propagate_forward_time: 168.4807739258, propagate_backward_time: 264.1968688965, weight_update_time: 0.5342551470, other_time: 5.6524047852
epoch time: 35.2299308777s, input_fired_time: 0.6429914832, output_fired_time: 0.0000000000, propagate_forward_time: 33.5592117310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0277290344
validation[          , genome  9182] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       436.26596, best error:       428.08002 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 449.7148437500s, input_fired_time: 5.2701964378, output_fired_time: 4.8182582855, propagate_forward_time: 168.7509765625, propagate_backward_time: 264.9985351563, weight_update_time: 0.5418197513, other_time: 5.8768615723
epoch time: 35.4610977173s, input_fired_time: 0.6415783763, output_fired_time: 0.0000000000, propagate_forward_time: 33.7918434143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0276756287
validation[          , genome  9182] predictions:    9876/  10000 (98.76%), best:    9874/10000 (98.74%), error:       444.35022, best error:       428.08002 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 447.1156005859s, input_fired_time: 5.2338685989, output_fired_time: 4.7889585495, propagate_forward_time: 168.1731872559, propagate_backward_time: 263.1086730957, weight_update_time: 0.5371761322, other_time: 5.8109130859
epoch time: 35.3662223816s, input_fired_time: 0.6430584192, output_fired_time: 0.0000000000, propagate_forward_time: 33.6985969543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0245666504
validation[          , genome  9182] predictions:    9854/  10000 (98.54%), best:    9874/10000 (98.74%), error:       507.93057, best error:       428.08002 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 447.2401123047s, input_fired_time: 5.1694731712, output_fired_time: 4.7845788002, propagate_forward_time: 168.2194671631, propagate_backward_time: 263.3951110840, weight_update_time: 0.5322083235, other_time: 5.6714782715
epoch time: 35.4554634094s, input_fired_time: 0.6421079040, output_fired_time: 0.0000000000, propagate_forward_time: 33.7852020264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0281524658
validation[          , genome  9182] predictions:    9827/  10000 (98.27%), best:    9874/10000 (98.74%), error:       575.57123, best error:       428.08002 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 450.0256958008s, input_fired_time: 5.2881679535, output_fired_time: 4.8250427246, propagate_forward_time: 168.9072113037, propagate_backward_time: 265.1397094727, weight_update_time: 0.5407846570, other_time: 5.8655395508
epoch time: 35.2386054993s, input_fired_time: 0.6436772943, output_fired_time: 0.0000000000, propagate_forward_time: 33.5796775818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0152511597
validation[          , genome  9182] predictions:    9867/  10000 (98.67%), best:    9874/10000 (98.74%), error:       472.22595, best error:       428.08002 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 445.5473632813s, input_fired_time: 5.1677055359, output_fired_time: 4.7580480576, propagate_forward_time: 167.6090087891, propagate_backward_time: 262.3454895020, weight_update_time: 0.5298160315, other_time: 5.6671142578
epoch time: 35.2525634766s, input_fired_time: 0.6463825703, output_fired_time: 0.0000000000, propagate_forward_time: 33.5824203491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0237617493
validation[          , genome  9182] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       431.74274, best error:       428.08002 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 447.3524780273s, input_fired_time: 5.2732877731, output_fired_time: 4.7905645370, propagate_forward_time: 168.1180725098, propagate_backward_time: 263.3020324707, weight_update_time: 0.5395550728, other_time: 5.8685302734
epoch time: 35.4247741699s, input_fired_time: 0.6447451711, output_fired_time: 0.0000000000, propagate_forward_time: 33.7530899048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0269393921
validation[          , genome  9182] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       455.84357, best error:       428.08002 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 448.8708801270s, input_fired_time: 5.2647547722, output_fired_time: 4.8118019104, propagate_forward_time: 168.5175170898, propagate_backward_time: 264.4696960449, weight_update_time: 0.5366405845, other_time: 5.8071289063
epoch time: 35.4029045105s, input_fired_time: 0.6499086022, output_fired_time: 0.0000000000, propagate_forward_time: 33.7352905273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0177040100
validation[          , genome  9182] predictions:    9868/  10000 (98.68%), best:    9874/10000 (98.74%), error:       478.47098, best error:       428.08002 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 449.9217834473s, input_fired_time: 5.1732807159, output_fired_time: 4.8264503479, propagate_forward_time: 169.0102844238, propagate_backward_time: 265.2851257324, weight_update_time: 0.5337696671, other_time: 5.6266479492
epoch time: 35.4367141724s, input_fired_time: 0.6371243596, output_fired_time: 0.0000000000, propagate_forward_time: 33.8145599365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9850311279
validation[          , genome  9182] predictions:    9871/  10000 (98.71%), best:    9874/10000 (98.74%), error:       480.32382, best error:       428.08002 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 448.2821960449s, input_fired_time: 5.2134547234, output_fired_time: 4.7940020561, propagate_forward_time: 168.4016571045, propagate_backward_time: 264.1592102051, weight_update_time: 0.5375320911, other_time: 5.7138977051
epoch time: 35.4466056824s, input_fired_time: 0.6485508084, output_fired_time: 0.0000000000, propagate_forward_time: 33.7777442932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0203094482
validation[          , genome  9182] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       473.53674, best error:       428.08002 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 447.0202331543s, input_fired_time: 5.1583967209, output_fired_time: 4.7817130089, propagate_forward_time: 168.0466308594, propagate_backward_time: 263.4071350098, weight_update_time: 0.5314604640, other_time: 5.6263732910
epoch time: 35.2291030884s, input_fired_time: 0.6374207735, output_fired_time: 0.0000000000, propagate_forward_time: 33.6102981567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9813842773
validation[          , genome  9182] predictions:    9875/  10000 (98.75%), best:    9874/10000 (98.74%), error:       435.86176, best error:       428.08002 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 447.0131225586s, input_fired_time: 5.2779688835, output_fired_time: 4.7766580582, propagate_forward_time: 167.9622039795, propagate_backward_time: 263.1385192871, weight_update_time: 0.5361471772, other_time: 5.8577575684
epoch time: 35.2967414856s, input_fired_time: 0.6385592818, output_fired_time: 0.0000000000, propagate_forward_time: 33.6770591736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9811248779
validation[          , genome  9182] predictions:    9839/  10000 (98.39%), best:    9874/10000 (98.74%), error:       531.21185, best error:       428.08002 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 448.6473693848s, input_fired_time: 5.2326302528, output_fired_time: 4.8082866669, propagate_forward_time: 168.3562164307, propagate_backward_time: 264.4810485840, weight_update_time: 0.5413827300, other_time: 5.7691955566
epoch time: 35.3872299194s, input_fired_time: 0.6487860680, output_fired_time: 0.0000000000, propagate_forward_time: 33.7174339294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0210113525
validation[          , genome  9182] predictions:    9855/  10000 (98.55%), best:    9874/10000 (98.74%), error:       476.00827, best error:       428.08002 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 446.6488647461s, input_fired_time: 5.2847108841, output_fired_time: 4.7745308876, propagate_forward_time: 167.9068450928, propagate_backward_time: 262.8183898926, weight_update_time: 0.5364198685, other_time: 5.8644104004
epoch time: 35.1274452209s, input_fired_time: 0.6455161572, output_fired_time: 0.0000000000, propagate_forward_time: 33.4536361694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0282936096
validation[          , genome  9182] predictions:    9878/  10000 (98.78%), best:    9874/10000 (98.74%), error:       430.50900, best error:       428.08002 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 448.5385131836s, input_fired_time: 5.2772140503, output_fired_time: 4.7786178589, propagate_forward_time: 168.7865600586, propagate_backward_time: 263.8688049316, weight_update_time: 0.5402298570, other_time: 5.8273010254
epoch time: 35.3580360413s, input_fired_time: 0.6473153830, output_fired_time: 0.0000000000, propagate_forward_time: 33.6846733093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0260467529
validation[          , genome  9182] predictions:    9865/  10000 (98.65%), best:    9874/10000 (98.74%), error:       480.41321, best error:       428.08002 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 446.1905822754s, input_fired_time: 5.2676253319, output_fired_time: 4.7861557007, propagate_forward_time: 167.4889678955, propagate_backward_time: 262.8012390137, weight_update_time: 0.5371101499, other_time: 5.8465881348
epoch time: 35.2537574768s, input_fired_time: 0.6485101581, output_fired_time: 0.0000000000, propagate_forward_time: 33.5841217041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0211257935
validation[          , genome  9182] predictions:    9841/  10000 (98.41%), best:    9874/10000 (98.74%), error:       565.73792, best error:       428.08002 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 446.7588195801s, input_fired_time: 5.1642336845, output_fired_time: 4.7824878693, propagate_forward_time: 168.0247039795, propagate_backward_time: 263.1670532227, weight_update_time: 0.5308558941, other_time: 5.6203002930
epoch time: 35.2478332520s, input_fired_time: 0.6374796629, output_fired_time: 0.0000000000, propagate_forward_time: 33.6261024475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9842529297
validation[          , genome  9182] predictions:    9880/  10000 (98.80%), best:    9874/10000 (98.74%), error:       440.53287, best error:       428.08002 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 447.3632202148s, input_fired_time: 5.2806687355, output_fired_time: 4.7904605865, propagate_forward_time: 168.0818939209, propagate_backward_time: 263.3703002930, weight_update_time: 0.5376561284, other_time: 5.8399047852
epoch time: 35.2234306335s, input_fired_time: 0.6501227021, output_fired_time: 0.0000000000, propagate_forward_time: 33.5552330017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0180740356
validation[          , genome  9182] predictions:    9869/  10000 (98.69%), best:    9874/10000 (98.74%), error:       498.44049, best error:       428.08002 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 448.8185119629s, input_fired_time: 5.1779069901, output_fired_time: 4.8110008240, propagate_forward_time: 168.5368347168, propagate_backward_time: 264.6719360352, weight_update_time: 0.5329732299, other_time: 5.6208190918
epoch time: 35.4107360840s, input_fired_time: 0.6387239695, output_fired_time: 0.0000000000, propagate_forward_time: 33.7882194519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9837913513
validation[          , genome  9182] predictions:    9859/  10000 (98.59%), best:    9874/10000 (98.74%), error:       489.27878, best error:       428.08002 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 449.3397827148s, input_fired_time: 5.1842346191, output_fired_time: 4.8108258247, propagate_forward_time: 168.6263427734, propagate_backward_time: 265.0802001953, weight_update_time: 0.5302483439, other_time: 5.6381835938
epoch time: 35.4064064026s, input_fired_time: 0.6420729160, output_fired_time: 0.0000000000, propagate_forward_time: 33.7839012146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9804306030
validation[          , genome  9182] predictions:    9880/  10000 (98.80%), best:    9880/10000 (98.80%), error:       426.31281, best error:       426.31281 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 447.2928466797s, input_fired_time: 5.1889915466, output_fired_time: 4.7800760269, propagate_forward_time: 168.2958526611, propagate_backward_time: 263.3991699219, weight_update_time: 0.5308769345, other_time: 5.6287231445
epoch time: 35.1642150879s, input_fired_time: 0.6355772614, output_fired_time: 0.0000000000, propagate_forward_time: 33.5511436462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9774932861
validation[          , genome  9182] predictions:    9868/  10000 (98.68%), best:    9880/10000 (98.80%), error:       458.37891, best error:       426.31281 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 448.1980285645s, input_fired_time: 5.2188129425, output_fired_time: 4.7915983200, propagate_forward_time: 168.3979949951, propagate_backward_time: 264.1029968262, weight_update_time: 0.5312486291, other_time: 5.6866149902
epoch time: 35.3709831238s, input_fired_time: 0.6568294764, output_fired_time: 0.0000000000, propagate_forward_time: 33.6970329285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0171203613
validation[          , genome  9182] predictions:    9878/  10000 (98.78%), best:    9880/10000 (98.80%), error:       434.52588, best error:       426.31281 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 446.5072937012s, input_fired_time: 5.2839818001, output_fired_time: 4.7720994949, propagate_forward_time: 167.7607269287, propagate_backward_time: 262.8355102539, weight_update_time: 0.5445824265, other_time: 5.8549804688
epoch time: 35.1615257263s, input_fired_time: 0.6523391008, output_fired_time: 0.0000000000, propagate_forward_time: 33.4918441772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0173416138
validation[          , genome  9182] predictions:    9877/  10000 (98.77%), best:    9880/10000 (98.80%), error:       441.34894, best error:       426.31281 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 450.1038513184s, input_fired_time: 5.3077712059, output_fired_time: 4.8267951012, propagate_forward_time: 168.9444274902, propagate_backward_time: 265.1518249512, weight_update_time: 0.5444670916, other_time: 5.8730468750
epoch time: 35.2125473022s, input_fired_time: 0.6412130594, output_fired_time: 0.0000000000, propagate_forward_time: 33.5829353333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9883995056
validation[          , genome  9182] predictions:    9840/  10000 (98.40%), best:    9880/10000 (98.80%), error:       565.33313, best error:       426.31281 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 445.4526062012s, input_fired_time: 5.2385878563, output_fired_time: 4.7665023804, propagate_forward_time: 167.2874603271, propagate_backward_time: 262.3869018555, weight_update_time: 0.5347366929, other_time: 5.7731323242
epoch time: 35.2097015381s, input_fired_time: 0.6499572992, output_fired_time: 0.0000000000, propagate_forward_time: 33.5381469727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0215988159
validation[          , genome  9182] predictions:    9876/  10000 (98.76%), best:    9880/10000 (98.80%), error:       436.89093, best error:       426.31281 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 449.7400207520s, input_fired_time: 5.3075613976, output_fired_time: 4.8120617867, propagate_forward_time: 168.7029113770, propagate_backward_time: 265.0596008301, weight_update_time: 0.5415206552, other_time: 5.8578796387
epoch time: 35.2013664246s, input_fired_time: 0.6488089561, output_fired_time: 0.0000000000, propagate_forward_time: 33.5252418518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0273170471
validation[          , genome  9182] predictions:    9846/  10000 (98.46%), best:    9880/10000 (98.80%), error:       537.94031, best error:       426.31281 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 448.6976623535s, input_fired_time: 5.1777677536, output_fired_time: 4.8077397346, propagate_forward_time: 168.4441986084, propagate_backward_time: 264.6434936523, weight_update_time: 0.5300056338, other_time: 5.6244506836
epoch time: 35.3486785889s, input_fired_time: 0.6417247057, output_fired_time: 0.0000000000, propagate_forward_time: 33.7221183777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9848365784
validation[          , genome  9182] predictions:    9846/  10000 (98.46%), best:    9880/10000 (98.80%), error:       531.07922, best error:       426.31281 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 449.2075805664s, input_fired_time: 5.1867399216, output_fired_time: 4.8126611710, propagate_forward_time: 168.6935424805, propagate_backward_time: 264.8975830078, weight_update_time: 0.5319185257, other_time: 5.6170654297
epoch time: 35.3882675171s, input_fired_time: 0.6416479349, output_fired_time: 0.0000000000, propagate_forward_time: 33.7611846924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9854354858
validation[          , genome  9182] predictions:    9854/  10000 (98.54%), best:    9880/10000 (98.80%), error:       510.44394, best error:       426.31281 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 445.8720397949s, input_fired_time: 5.2755775452, output_fired_time: 4.7700743675, propagate_forward_time: 167.3475799561, propagate_backward_time: 262.6589355469, weight_update_time: 0.5366036296, other_time: 5.8198852539
epoch time: 35.2330055237s, input_fired_time: 0.6485381722, output_fired_time: 0.0000000000, propagate_forward_time: 33.5660743713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0183944702
validation[          , genome  9182] predictions:    9876/  10000 (98.76%), best:    9880/10000 (98.80%), error:       434.61255, best error:       426.31281 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 449.0386352539s, input_fired_time: 5.3242163658, output_fired_time: 4.8211503029, propagate_forward_time: 168.6162261963, propagate_backward_time: 264.4164428711, weight_update_time: 0.5411942601, other_time: 5.8605957031
epoch time: 35.3941078186s, input_fired_time: 0.6530604959, output_fired_time: 0.0000000000, propagate_forward_time: 33.7167320251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0243148804
validation[          , genome  9182] predictions:    9869/  10000 (98.69%), best:    9880/10000 (98.80%), error:       460.16788, best error:       426.31281 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 447.9910583496s, input_fired_time: 5.2862715721, output_fired_time: 4.7971711159, propagate_forward_time: 168.1206512451, propagate_backward_time: 263.9825134277, weight_update_time: 0.5394040346, other_time: 5.8044128418
epoch time: 35.2613792419s, input_fired_time: 0.6539207697, output_fired_time: 0.0000000000, propagate_forward_time: 33.5882797241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0191802979
validation[          , genome  9182] predictions:    9865/  10000 (98.65%), best:    9880/10000 (98.80%), error:       458.45300, best error:       426.31281 on epoch:    89, 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: 176.0267333984s, input_fired_time: 3.2064752579, output_fired_time: 0.0000000000, propagate_forward_time: 167.8615722656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.9586791992
best training[          , genome  9182] predictions:   49983/  50000 (99.97%), best:    9880/10000 (98.80%), error:       346.12772, best error:       426.31281 on epoch:    89, 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: 35.2410621643s, input_fired_time: 0.6395957470, output_fired_time: 0.0000000000, propagate_forward_time: 33.6213951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9800720215
   testing[          , genome  9182] predictions:    9879/  10000 (98.79%), best:    9880/10000 (98.80%), error:       404.50412, best error:       426.31281 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:13:05 (3828): called boinc_finish(0)

</stderr_txt>
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