Nameexact_genome_1512185335_39_9336_0
Workunit2565177
Created5 Dec 2017, 19:08:58 UTC
Sent5 Dec 2017, 19:24:39 UTC
Report deadline2 Jan 2018, 16:41:07 UTC
Received7 Dec 2017, 23:01:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time13 hours 52 min 10 sec
CPU time13 hours 52 min 5 sec
Validate stateValid
Credit6,971.61
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size166.12 MB
Peak swap size164.66 MB
Peak disk usage4.54 MB

Stderr output

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

epoch time: 455.8268127441s, input_fired_time: 5.9058341980, output_fired_time: 5.5126776695, propagate_forward_time: 170.9875793457, propagate_backward_time: 266.9003906250, weight_update_time: 0.5876482129, other_time: 6.5203552246
epoch time: 36.0028610229s, input_fired_time: 0.7143011093, output_fired_time: 0.0000000000, propagate_forward_time: 34.1503334045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1382255554
validation[          , genome  9336] predictions:    9796/  10000 (97.96%), best:    9808/10000 (98.08%), error:       654.22400, best error:       588.31799 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 456.7446594238s, input_fired_time: 5.8585472107, output_fired_time: 5.5447278023, propagate_forward_time: 171.3073883057, propagate_backward_time: 267.6143188477, weight_update_time: 0.5875195861, other_time: 6.4196777344
epoch time: 36.0136528015s, input_fired_time: 0.6982089877, output_fired_time: 0.0000000000, propagate_forward_time: 34.2299461365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0854988098
validation[          , genome  9336] predictions:    9795/  10000 (97.95%), best:    9808/10000 (98.08%), error:       609.72754, best error:       588.31799 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 455.8569641113s, input_fired_time: 5.8025431633, output_fired_time: 5.5192270279, propagate_forward_time: 170.9883422852, propagate_backward_time: 267.2807006836, weight_update_time: 0.5810228586, other_time: 6.2661437988
epoch time: 35.7947235107s, input_fired_time: 0.6994518638, output_fired_time: 0.0000000000, propagate_forward_time: 34.0132789612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0819931030
validation[          , genome  9336] predictions:    9789/  10000 (97.89%), best:    9808/10000 (98.08%), error:       668.30438, best error:       588.31799 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 457.8989257813s, input_fired_time: 5.8930358887, output_fired_time: 5.5441412926, propagate_forward_time: 171.5339050293, propagate_backward_time: 268.4152526855, weight_update_time: 0.5918217301, other_time: 6.5126037598
epoch time: 36.3166694641s, input_fired_time: 0.7189952135, output_fired_time: 0.0000000000, propagate_forward_time: 34.4590950012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1385803223
validation[          , genome  9336] predictions:    9785/  10000 (97.85%), best:    9808/10000 (98.08%), error:       657.26056, best error:       588.31799 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 455.9989624023s, input_fired_time: 5.8922152519, output_fired_time: 5.5256595612, propagate_forward_time: 170.9876708984, propagate_backward_time: 267.1202087402, weight_update_time: 0.5849148035, other_time: 6.4732055664
epoch time: 36.1142845154s, input_fired_time: 0.7037795186, output_fired_time: 0.0000000000, propagate_forward_time: 34.3288612366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0816421509
validation[          , genome  9336] predictions:    9798/  10000 (97.98%), best:    9808/10000 (98.08%), error:       639.03217, best error:       588.31799 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 458.0999755859s, input_fired_time: 5.7904214859, output_fired_time: 5.5725483894, propagate_forward_time: 171.7573699951, propagate_backward_time: 268.7460021973, weight_update_time: 0.5789099932, other_time: 6.2336120605
epoch time: 36.3082962036s, input_fired_time: 0.7071992755, output_fired_time: 0.0000000000, propagate_forward_time: 34.5044937134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0966033936
validation[          , genome  9336] predictions:    9823/  10000 (98.23%), best:    9808/10000 (98.08%), error:       613.97931, best error:       588.31799 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 457.2177124023s, input_fired_time: 5.8588128090, output_fired_time: 5.5407915115, propagate_forward_time: 171.4554138184, propagate_backward_time: 267.9576721191, weight_update_time: 0.5854983926, other_time: 6.4049987793
epoch time: 36.0854759216s, input_fired_time: 0.7195748687, output_fired_time: 0.0000000000, propagate_forward_time: 34.2181282043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1477737427
validation[          , genome  9336] predictions:    9810/  10000 (98.10%), best:    9808/10000 (98.08%), error:       610.73749, best error:       588.31799 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 454.2661132813s, input_fired_time: 5.7640051842, output_fired_time: 5.5125060081, propagate_forward_time: 170.4629974365, propagate_backward_time: 266.2934570313, weight_update_time: 0.5779555440, other_time: 6.2331542969
epoch time: 35.9179344177s, input_fired_time: 0.7024791241, output_fired_time: 0.0000000000, propagate_forward_time: 34.1276779175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0877761841
validation[          , genome  9336] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       566.13300, best error:       566.13300 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 455.9792785645s, input_fired_time: 5.9231572151, output_fired_time: 5.5293016434, propagate_forward_time: 171.1031341553, propagate_backward_time: 266.8857727051, weight_update_time: 0.5914363265, other_time: 6.5379333496
epoch time: 36.0178718567s, input_fired_time: 0.7146676183, output_fired_time: 0.0000000000, propagate_forward_time: 34.1618194580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1413841248
validation[          , genome  9336] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       557.52576, best error:       557.52576 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 456.0792846680s, input_fired_time: 5.8462033272, output_fired_time: 5.5285291672, propagate_forward_time: 171.0920104980, propagate_backward_time: 267.2593078613, weight_update_time: 0.5839616060, other_time: 6.3532409668
epoch time: 36.0671844482s, input_fired_time: 0.7175137997, output_fired_time: 0.0000000000, propagate_forward_time: 34.2077636719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1419067383
validation[          , genome  9336] predictions:    9771/  10000 (97.71%), best:    9816/10000 (98.16%), error:       668.61121, best error:       557.52576 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 453.9277648926s, input_fired_time: 5.7957592010, output_fired_time: 5.4869775772, propagate_forward_time: 170.3894348145, propagate_backward_time: 265.9922790527, weight_update_time: 0.5784075260, other_time: 6.2633361816
epoch time: 35.9514427185s, input_fired_time: 0.7072816491, output_fired_time: 0.0000000000, propagate_forward_time: 34.1564445496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0877151489
validation[          , genome  9336] predictions:    9803/  10000 (98.03%), best:    9816/10000 (98.16%), error:       643.93256, best error:       557.52576 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 454.7410278320s, input_fired_time: 5.8721385002, output_fired_time: 5.5178880692, propagate_forward_time: 170.3313903809, propagate_backward_time: 266.5591125488, weight_update_time: 0.5878053308, other_time: 6.4605102539
epoch time: 35.8908195496s, input_fired_time: 0.7032834291, output_fired_time: 0.0000000000, propagate_forward_time: 34.1071701050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0803642273
validation[          , genome  9336] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       553.73120, best error:       553.73120 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 456.2475585938s, input_fired_time: 5.8292450905, output_fired_time: 5.5319519043, propagate_forward_time: 171.0745697021, propagate_backward_time: 267.5152893066, weight_update_time: 0.5793615580, other_time: 6.2964782715
epoch time: 35.9777488708s, input_fired_time: 0.7091572881, output_fired_time: 0.0000000000, propagate_forward_time: 34.1839447021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0846481323
validation[          , genome  9336] predictions:    9804/  10000 (98.04%), best:    9829/10000 (98.29%), error:       630.29077, best error:       553.73120 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 456.4789733887s, input_fired_time: 5.8689241409, output_fired_time: 5.5338468552, propagate_forward_time: 171.1160583496, propagate_backward_time: 267.5537109375, weight_update_time: 0.5854473114, other_time: 6.4064331055
epoch time: 35.9867210388s, input_fired_time: 0.7138407230, output_fired_time: 0.0000000000, propagate_forward_time: 34.1811523438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0917282104
validation[          , genome  9336] predictions:    9798/  10000 (97.98%), best:    9829/10000 (98.29%), error:       659.98169, best error:       553.73120 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 457.0359497070s, input_fired_time: 5.8472714424, output_fired_time: 5.5482010841, propagate_forward_time: 171.3017883301, propagate_backward_time: 268.0251159668, weight_update_time: 0.5853373408, other_time: 6.3135986328
epoch time: 35.8688583374s, input_fired_time: 0.7184755206, output_fired_time: 0.0000000000, propagate_forward_time: 34.0108604431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1395225525
validation[          , genome  9336] predictions:    9806/  10000 (98.06%), best:    9829/10000 (98.29%), error:       606.75897, best error:       553.73120 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 453.8773803711s, input_fired_time: 5.7851562500, output_fired_time: 5.4998254776, propagate_forward_time: 170.4067535400, propagate_backward_time: 265.9746704102, weight_update_time: 0.5775184035, other_time: 6.2109985352
epoch time: 35.8314170837s, input_fired_time: 0.7062162161, output_fired_time: 0.0000000000, propagate_forward_time: 34.0374946594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0877075195
validation[          , genome  9336] predictions:    9830/  10000 (98.30%), best:    9830/10000 (98.30%), error:       509.61508, best error:       509.61508 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 456.2080078125s, input_fired_time: 5.8388662338, output_fired_time: 5.5380120277, propagate_forward_time: 171.0891265869, propagate_backward_time: 267.4160766602, weight_update_time: 0.5862293839, other_time: 6.3259277344
epoch time: 35.9338226318s, input_fired_time: 0.7072501183, output_fired_time: 0.0000000000, propagate_forward_time: 34.1214179993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1051559448
validation[          , genome  9336] predictions:    9806/  10000 (98.06%), best:    9830/10000 (98.30%), error:       609.59088, best error:       509.61508 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 456.3869934082s, input_fired_time: 5.8556823730, output_fired_time: 5.5245008469, propagate_forward_time: 171.2701568604, propagate_backward_time: 267.4095153809, weight_update_time: 0.5793868303, other_time: 6.3271179199
epoch time: 36.1070213318s, input_fired_time: 0.7060675025, output_fired_time: 0.0000000000, propagate_forward_time: 34.3135910034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0873641968
validation[          , genome  9336] predictions:    9827/  10000 (98.27%), best:    9830/10000 (98.30%), error:       589.03870, best error:       509.61508 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 454.1279907227s, input_fired_time: 5.7924180031, output_fired_time: 5.5090694427, propagate_forward_time: 170.3666229248, propagate_backward_time: 266.2250366211, weight_update_time: 0.5788558722, other_time: 6.2348632813
epoch time: 35.8309669495s, input_fired_time: 0.7080588341, output_fired_time: 0.0000000000, propagate_forward_time: 34.0388336182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0840759277
validation[          , genome  9336] predictions:    9853/  10000 (98.53%), best:    9853/10000 (98.53%), error:       469.10110, best error:       469.10110 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 456.6046752930s, input_fired_time: 5.7999105453, output_fired_time: 5.5404515266, propagate_forward_time: 171.3483123779, propagate_backward_time: 267.6567077637, weight_update_time: 0.5783926845, other_time: 6.2593078613
epoch time: 36.0828170776s, input_fired_time: 0.7147975564, output_fired_time: 0.0000000000, propagate_forward_time: 34.2808723450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0871467590
validation[          , genome  9336] predictions:    9846/  10000 (98.46%), best:    9853/10000 (98.53%), error:       516.09039, best error:       469.10110 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 455.1943359375s, input_fired_time: 5.9258422852, output_fired_time: 5.5255036354, propagate_forward_time: 170.6204223633, propagate_backward_time: 266.6213378906, weight_update_time: 0.5875867009, other_time: 6.5012207031
epoch time: 35.9709510803s, input_fired_time: 0.7149803638, output_fired_time: 0.0000000000, propagate_forward_time: 34.1226577759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1333122253
validation[          , genome  9336] predictions:    9833/  10000 (98.33%), best:    9853/10000 (98.53%), error:       538.46179, best error:       469.10110 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 454.9177856445s, input_fired_time: 5.8946499825, output_fired_time: 5.4993391037, propagate_forward_time: 170.7071533203, propagate_backward_time: 266.3873291016, weight_update_time: 0.5839955807, other_time: 6.4293212891
epoch time: 35.8102416992s, input_fired_time: 0.7085920572, output_fired_time: 0.0000000000, propagate_forward_time: 34.0146751404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0869750977
validation[          , genome  9336] predictions:    9842/  10000 (98.42%), best:    9853/10000 (98.53%), error:       502.55667, best error:       469.10110 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 455.4911804199s, input_fired_time: 5.9372696877, output_fired_time: 5.5152592659, propagate_forward_time: 170.8421020508, propagate_backward_time: 266.6679992676, weight_update_time: 0.5898922682, other_time: 6.5285644531
epoch time: 36.1342353821s, input_fired_time: 0.7198951244, output_fired_time: 0.0000000000, propagate_forward_time: 34.2719917297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1423492432
validation[          , genome  9336] predictions:    9814/  10000 (98.14%), best:    9853/10000 (98.53%), error:       571.89368, best error:       469.10110 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 456.6162109375s, input_fired_time: 5.8324971199, output_fired_time: 5.5490221977, propagate_forward_time: 171.2798614502, propagate_backward_time: 267.6740417480, weight_update_time: 0.5833569169, other_time: 6.2807922363
epoch time: 35.9631805420s, input_fired_time: 0.7089718580, output_fired_time: 0.0000000000, propagate_forward_time: 34.1642189026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0899887085
validation[          , genome  9336] predictions:    9844/  10000 (98.44%), best:    9853/10000 (98.53%), error:       500.56003, best error:       469.10110 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 453.8444824219s, input_fired_time: 5.7899680138, output_fired_time: 5.5147495270, propagate_forward_time: 170.3700103760, propagate_backward_time: 265.9566650391, weight_update_time: 0.5793496966, other_time: 6.2130737305
epoch time: 35.9176635742s, input_fired_time: 0.7100595832, output_fired_time: 0.0000000000, propagate_forward_time: 34.1222877502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0853157043
validation[          , genome  9336] predictions:    9861/  10000 (98.61%), best:    9853/10000 (98.53%), error:       487.36887, best error:       469.10110 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 456.7877807617s, input_fired_time: 5.9457464218, output_fired_time: 5.5469913483, propagate_forward_time: 171.3490142822, propagate_backward_time: 267.4160461426, weight_update_time: 0.5903468728, other_time: 6.5299987793
epoch time: 36.0954856873s, input_fired_time: 0.7199869752, output_fired_time: 0.0000000000, propagate_forward_time: 34.2382125854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1372871399
validation[          , genome  9336] predictions:    9840/  10000 (98.40%), best:    9840/10000 (98.40%), error:       461.88184, best error:       461.88184 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 456.3816833496s, input_fired_time: 5.9290099144, output_fired_time: 5.5317740440, propagate_forward_time: 171.0526275635, propagate_backward_time: 267.3827209473, weight_update_time: 0.5887133479, other_time: 6.4855651855
epoch time: 36.1486663818s, input_fired_time: 0.7194678783, output_fired_time: 0.0000000000, propagate_forward_time: 34.2956352234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1335639954
validation[          , genome  9336] predictions:    9839/  10000 (98.39%), best:    9840/10000 (98.40%), error:       516.10693, best error:       461.88184 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 453.7795715332s, input_fired_time: 5.7881975174, output_fired_time: 5.5010652542, propagate_forward_time: 170.2318572998, propagate_backward_time: 266.0417175293, weight_update_time: 0.5781492591, other_time: 6.2167053223
epoch time: 35.7163810730s, input_fired_time: 0.7095887661, output_fired_time: 0.0000000000, propagate_forward_time: 33.9090461731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0977478027
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       413.41238, best error:       413.41238 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 456.1141662598s, input_fired_time: 5.8399786949, output_fired_time: 5.5508527756, propagate_forward_time: 170.9630432129, propagate_backward_time: 267.4794311523, weight_update_time: 0.5815793276, other_time: 6.2808837891
epoch time: 36.0069923401s, input_fired_time: 0.7137436271, output_fired_time: 0.0000000000, propagate_forward_time: 34.1984138489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0948333740
validation[          , genome  9336] predictions:    9853/  10000 (98.53%), best:    9864/10000 (98.64%), error:       460.97757, best error:       413.41238 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 456.7005615234s, input_fired_time: 5.8262257576, output_fired_time: 5.5372505188, propagate_forward_time: 171.3638610840, propagate_backward_time: 267.7458496094, weight_update_time: 0.5801027417, other_time: 6.2273559570
epoch time: 36.1392593384s, input_fired_time: 0.7099183202, output_fired_time: 0.0000000000, propagate_forward_time: 34.3448066711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0845336914
validation[          , genome  9336] predictions:    9862/  10000 (98.62%), best:    9864/10000 (98.64%), error:       419.42538, best error:       413.41238 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 457.6705627441s, input_fired_time: 5.9161286354, output_fired_time: 5.5511116982, propagate_forward_time: 171.6319580078, propagate_backward_time: 268.1246643066, weight_update_time: 0.5878911018, other_time: 6.4466857910
epoch time: 36.1552734375s, input_fired_time: 0.7112247944, output_fired_time: 0.0000000000, propagate_forward_time: 34.3534698486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0905799866
validation[          , genome  9336] predictions:    9834/  10000 (98.34%), best:    9864/10000 (98.64%), error:       500.23822, best error:       413.41238 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 457.9591674805s, input_fired_time: 5.9506301880, output_fired_time: 5.5613980293, propagate_forward_time: 171.6872711182, propagate_backward_time: 268.2557373047, weight_update_time: 0.5918798447, other_time: 6.5041503906
epoch time: 36.0157432556s, input_fired_time: 0.7227346301, output_fired_time: 0.0000000000, propagate_forward_time: 34.1547393799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1382675171
validation[          , genome  9336] predictions:    9838/  10000 (98.38%), best:    9864/10000 (98.64%), error:       528.99146, best error:       413.41238 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 457.1624755859s, input_fired_time: 5.8180351257, output_fired_time: 5.5556216240, propagate_forward_time: 171.4834442139, propagate_backward_time: 268.0936889648, weight_update_time: 0.5795521736, other_time: 6.2116699219
epoch time: 36.0744209290s, input_fired_time: 0.7094707489, output_fired_time: 0.0000000000, propagate_forward_time: 34.2755393982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0894126892
validation[          , genome  9336] predictions:    9810/  10000 (98.10%), best:    9864/10000 (98.64%), error:       569.49969, best error:       413.41238 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 455.8448791504s, input_fired_time: 5.8915987015, output_fired_time: 5.5294981003, propagate_forward_time: 170.9510803223, propagate_backward_time: 267.0834350586, weight_update_time: 0.5849110484, other_time: 6.3892517090
epoch time: 35.9512481689s, input_fired_time: 0.7091777921, output_fired_time: 0.0000000000, propagate_forward_time: 34.1502761841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0917930603
validation[          , genome  9336] predictions:    9834/  10000 (98.34%), best:    9864/10000 (98.64%), error:       504.82672, best error:       413.41238 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 457.6573486328s, input_fired_time: 5.8281340599, output_fired_time: 5.5678529739, propagate_forward_time: 171.6664123535, propagate_backward_time: 268.3512878418, weight_update_time: 0.5811776519, other_time: 6.2436828613
epoch time: 36.1362495422s, input_fired_time: 0.7122883797, output_fired_time: 0.0000000000, propagate_forward_time: 34.3360557556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0879058838
validation[          , genome  9336] predictions:    9838/  10000 (98.38%), best:    9864/10000 (98.64%), error:       494.06149, best error:       413.41238 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 455.9025573730s, input_fired_time: 5.8453726768, output_fired_time: 5.5412516594, propagate_forward_time: 171.0344696045, propagate_backward_time: 267.2332458496, weight_update_time: 0.5766783953, other_time: 6.2481994629
epoch time: 35.9501190186s, input_fired_time: 0.7120324373, output_fired_time: 0.0000000000, propagate_forward_time: 34.1527252197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0853614807
validation[          , genome  9336] predictions:    9821/  10000 (98.21%), best:    9864/10000 (98.64%), error:       602.99261, best error:       413.41238 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 456.7539062500s, input_fired_time: 5.8445372581, output_fired_time: 5.5495567322, propagate_forward_time: 171.3111267090, propagate_backward_time: 267.7989501953, weight_update_time: 0.5784922242, other_time: 6.2497253418
epoch time: 36.0979728699s, input_fired_time: 0.7174659967, output_fired_time: 0.0000000000, propagate_forward_time: 34.2930183411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0874900818
validation[          , genome  9336] predictions:    9828/  10000 (98.28%), best:    9864/10000 (98.64%), error:       512.83191, best error:       413.41238 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 456.6952819824s, input_fired_time: 5.9636087418, output_fired_time: 5.5388464928, propagate_forward_time: 171.2803649902, propagate_backward_time: 267.4080810547, weight_update_time: 0.5899845958, other_time: 6.5043640137
epoch time: 35.9039039612s, input_fired_time: 0.7220193744, output_fired_time: 0.0000000000, propagate_forward_time: 34.0406112671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1412734985
validation[          , genome  9336] predictions:    9834/  10000 (98.34%), best:    9864/10000 (98.64%), error:       521.47845, best error:       413.41238 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 455.3721618652s, input_fired_time: 5.8217735291, output_fired_time: 5.5365605354, propagate_forward_time: 170.7700195313, propagate_backward_time: 267.0117797852, weight_update_time: 0.5811349154, other_time: 6.2320251465
epoch time: 36.1196670532s, input_fired_time: 0.7164698839, output_fired_time: 0.0000000000, propagate_forward_time: 34.3142471313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0889511108
validation[          , genome  9336] predictions:    9833/  10000 (98.33%), best:    9864/10000 (98.64%), error:       484.53586, best error:       413.41238 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 456.6424560547s, input_fired_time: 5.8746614456, output_fired_time: 5.5475172997, propagate_forward_time: 171.3293304443, propagate_backward_time: 267.5827026367, weight_update_time: 0.5815601945, other_time: 6.3082275391
epoch time: 36.1275634766s, input_fired_time: 0.7112897038, output_fired_time: 0.0000000000, propagate_forward_time: 34.3274269104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0888481140
validation[          , genome  9336] predictions:    9856/  10000 (98.56%), best:    9864/10000 (98.64%), error:       447.40213, best error:       413.41238 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 457.9303588867s, input_fired_time: 5.9410490990, output_fired_time: 5.5618147850, propagate_forward_time: 171.6354064941, propagate_backward_time: 268.2916564941, weight_update_time: 0.5884358883, other_time: 6.5004272461
epoch time: 36.0800743103s, input_fired_time: 0.7233494520, output_fired_time: 0.0000000000, propagate_forward_time: 34.2208251953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1358985901
validation[          , genome  9336] predictions:    9823/  10000 (98.23%), best:    9864/10000 (98.64%), error:       538.15375, best error:       413.41238 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 456.9205017090s, input_fired_time: 5.8736295700, output_fired_time: 5.5539293289, propagate_forward_time: 171.3253784180, propagate_backward_time: 267.8657226563, weight_update_time: 0.5808346868, other_time: 6.3018493652
epoch time: 36.0044479370s, input_fired_time: 0.7140337825, output_fired_time: 0.0000000000, propagate_forward_time: 34.2050933838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0853195190
validation[          , genome  9336] predictions:    9859/  10000 (98.59%), best:    9864/10000 (98.64%), error:       426.63876, best error:       413.41238 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 454.3679199219s, input_fired_time: 5.9409098625, output_fired_time: 5.5015044212, propagate_forward_time: 170.4207000732, propagate_backward_time: 266.0049133301, weight_update_time: 0.5898962021, other_time: 6.4999084473
epoch time: 35.8486328125s, input_fired_time: 0.7246266007, output_fired_time: 0.0000000000, propagate_forward_time: 33.9753913879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1486129761
validation[          , genome  9336] predictions:    9846/  10000 (98.46%), best:    9864/10000 (98.64%), error:       494.27634, best error:       413.41238 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 456.2716979980s, input_fired_time: 5.8399076462, output_fired_time: 5.5365042686, propagate_forward_time: 171.1692657471, propagate_backward_time: 267.4769287109, weight_update_time: 0.5784124136, other_time: 6.2490844727
epoch time: 35.9139633179s, input_fired_time: 0.7122101188, output_fired_time: 0.0000000000, propagate_forward_time: 34.1213951111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0803565979
validation[          , genome  9336] predictions:    9845/  10000 (98.45%), best:    9864/10000 (98.64%), error:       501.12659, best error:       413.41238 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 456.8409729004s, input_fired_time: 5.9375362396, output_fired_time: 5.5498089790, propagate_forward_time: 171.1587066650, propagate_backward_time: 267.6923217773, weight_update_time: 0.5920025110, other_time: 6.5026245117
epoch time: 36.0746726990s, input_fired_time: 0.7270169854, output_fired_time: 0.0000000000, propagate_forward_time: 34.2149543762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1327018738
validation[          , genome  9336] predictions:    9870/  10000 (98.70%), best:    9864/10000 (98.64%), error:       416.04825, best error:       413.41238 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 456.1078186035s, input_fired_time: 5.8746104240, output_fired_time: 5.5333056450, propagate_forward_time: 171.0657348633, propagate_backward_time: 267.3282165527, weight_update_time: 0.5822739601, other_time: 6.3059692383
epoch time: 36.0386085510s, input_fired_time: 0.7141339779, output_fired_time: 0.0000000000, propagate_forward_time: 34.2363853455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0880889893
validation[          , genome  9336] predictions:    9821/  10000 (98.21%), best:    9864/10000 (98.64%), error:       543.94238, best error:       413.41238 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 455.3183288574s, input_fired_time: 5.8773131371, output_fired_time: 5.5294771194, propagate_forward_time: 170.7858428955, propagate_backward_time: 266.8236389160, weight_update_time: 0.5812392235, other_time: 6.3020324707
epoch time: 35.9441871643s, input_fired_time: 0.7143558264, output_fired_time: 0.0000000000, propagate_forward_time: 34.1364326477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0933990479
validation[          , genome  9336] predictions:    9862/  10000 (98.62%), best:    9864/10000 (98.64%), error:       450.44791, best error:       413.41238 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 455.4338378906s, input_fired_time: 5.9550623894, output_fired_time: 5.5274596214, propagate_forward_time: 170.6313781738, propagate_backward_time: 266.8186340332, weight_update_time: 0.5917983055, other_time: 6.5013122559
epoch time: 35.8644866943s, input_fired_time: 0.7279640436, output_fired_time: 0.0000000000, propagate_forward_time: 33.9892883301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1472358704
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       440.47668, best error:       413.41238 on epoch:    42, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 456.0205383301s, input_fired_time: 5.8531088829, output_fired_time: 5.5357246399, propagate_forward_time: 171.0440521240, propagate_backward_time: 267.3403930664, weight_update_time: 0.5779059529, other_time: 6.2472534180
epoch time: 35.9103279114s, input_fired_time: 0.7138978839, output_fired_time: 0.0000000000, propagate_forward_time: 34.1067810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0896492004
validation[          , genome  9336] predictions:    9860/  10000 (98.60%), best:    9864/10000 (98.64%), error:       456.19183, best error:       413.41238 on epoch:    42, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 454.7308044434s, input_fired_time: 5.9493017197, output_fired_time: 5.5302672386, propagate_forward_time: 170.4571685791, propagate_backward_time: 266.2971801758, weight_update_time: 0.5886641741, other_time: 6.4968872070
epoch time: 36.1254959106s, input_fired_time: 0.7312538028, output_fired_time: 0.0000000000, propagate_forward_time: 34.2542915344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1399497986
validation[          , genome  9336] predictions:    9824/  10000 (98.24%), best:    9864/10000 (98.64%), error:       583.95410, best error:       413.41238 on epoch:    42, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 455.6475219727s, input_fired_time: 5.9514894485, output_fired_time: 5.5345582962, propagate_forward_time: 170.8319702148, propagate_backward_time: 266.8401184082, weight_update_time: 0.5870751143, other_time: 6.4894104004
epoch time: 36.1446571350s, input_fired_time: 0.7130291462, output_fired_time: 0.0000000000, propagate_forward_time: 34.3449935913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0866355896
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       442.46234, best error:       413.41238 on epoch:    42, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 454.6505737305s, input_fired_time: 5.9403438568, output_fired_time: 5.5163116455, propagate_forward_time: 170.4380645752, propagate_backward_time: 266.2954711914, weight_update_time: 0.5862376690, other_time: 6.4603881836
epoch time: 35.8864135742s, input_fired_time: 0.7170737386, output_fired_time: 0.0000000000, propagate_forward_time: 34.0869750977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0823631287
validation[          , genome  9336] predictions:    9872/  10000 (98.72%), best:    9872/10000 (98.72%), error:       400.22391, best error:       400.22391 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 454.8901367188s, input_fired_time: 5.8997550011, output_fired_time: 5.5221810341, propagate_forward_time: 170.6428375244, propagate_backward_time: 266.5232238770, weight_update_time: 0.5813683867, other_time: 6.3021545410
epoch time: 36.0711097717s, input_fired_time: 0.7261256576, output_fired_time: 0.0000000000, propagate_forward_time: 34.2395133972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1054725647
validation[          , genome  9336] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       405.96243, best error:       400.22391 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 458.0823364258s, input_fired_time: 5.9967455864, output_fired_time: 5.5610785484, propagate_forward_time: 171.6697692871, propagate_backward_time: 268.3464660645, weight_update_time: 0.5919854045, other_time: 6.5083007813
epoch time: 36.1474380493s, input_fired_time: 0.7139557600, output_fired_time: 0.0000000000, propagate_forward_time: 34.3430061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0904769897
validation[          , genome  9336] predictions:    9790/  10000 (97.90%), best:    9872/10000 (98.72%), error:       669.02234, best error:       400.22391 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 457.2711486816s, input_fired_time: 5.8583507538, output_fired_time: 5.5558652878, propagate_forward_time: 171.4259185791, propagate_backward_time: 268.0948181152, weight_update_time: 0.5862605572, other_time: 6.3362121582
epoch time: 36.1639137268s, input_fired_time: 0.7160814404, output_fired_time: 0.0000000000, propagate_forward_time: 34.3594665527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0883674622
validation[          , genome  9336] predictions:    9846/  10000 (98.46%), best:    9872/10000 (98.72%), error:       501.42719, best error:       400.22391 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 454.2141723633s, input_fired_time: 5.9344186783, output_fired_time: 5.5113186836, propagate_forward_time: 170.3522949219, propagate_backward_time: 265.9817504883, weight_update_time: 0.5883957744, other_time: 6.4343872070
epoch time: 35.9489212036s, input_fired_time: 0.7351179719, output_fired_time: 0.0000000000, propagate_forward_time: 34.0781211853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1356811523
validation[          , genome  9336] predictions:    9862/  10000 (98.62%), best:    9872/10000 (98.72%), error:       475.09479, best error:       400.22391 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 453.8860473633s, input_fired_time: 5.8551583290, output_fired_time: 5.5159411430, propagate_forward_time: 170.2595520020, propagate_backward_time: 266.0207824707, weight_update_time: 0.5790954828, other_time: 6.2346191406
epoch time: 35.9181098938s, input_fired_time: 0.7175228000, output_fired_time: 0.0000000000, propagate_forward_time: 34.1121635437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0884246826
validation[          , genome  9336] predictions:    9865/  10000 (98.65%), best:    9872/10000 (98.72%), error:       431.39505, best error:       400.22391 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 456.2201232910s, input_fired_time: 5.9706554413, output_fired_time: 5.5430335999, propagate_forward_time: 171.0733184814, propagate_backward_time: 267.1697387695, weight_update_time: 0.5884495974, other_time: 6.4633789063
epoch time: 36.2462959290s, input_fired_time: 0.7311041951, output_fired_time: 0.0000000000, propagate_forward_time: 34.3775520325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1376380920
validation[          , genome  9336] predictions:    9830/  10000 (98.30%), best:    9872/10000 (98.72%), error:       505.89404, best error:       400.22391 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 454.4521484375s, input_fired_time: 5.8842749596, output_fired_time: 5.5154013634, propagate_forward_time: 170.4515533447, propagate_backward_time: 266.3107910156, weight_update_time: 0.5814295411, other_time: 6.2901000977
epoch time: 36.0996360779s, input_fired_time: 0.7326570749, output_fired_time: 0.0000000000, propagate_forward_time: 34.2269783020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1399993896
validation[          , genome  9336] predictions:    9845/  10000 (98.45%), best:    9872/10000 (98.72%), error:       472.30310, best error:       400.22391 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 456.6641845703s, input_fired_time: 5.9327540398, output_fired_time: 5.5389194489, propagate_forward_time: 171.3373718262, propagate_backward_time: 267.4800415039, weight_update_time: 0.5840983987, other_time: 6.3751220703
epoch time: 36.2194747925s, input_fired_time: 0.7216025591, output_fired_time: 0.0000000000, propagate_forward_time: 34.4031677246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0947036743
validation[          , genome  9336] predictions:    9866/  10000 (98.66%), best:    9872/10000 (98.72%), error:       450.80173, best error:       400.22391 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 454.5664672852s, input_fired_time: 5.9696488380, output_fired_time: 5.5238952637, propagate_forward_time: 170.3227996826, propagate_backward_time: 266.2662353516, weight_update_time: 0.5887495875, other_time: 6.4838867188
epoch time: 35.9697494507s, input_fired_time: 0.7287253141, output_fired_time: 0.0000000000, propagate_forward_time: 34.0973434448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1436805725
validation[          , genome  9336] predictions:    9841/  10000 (98.41%), best:    9872/10000 (98.72%), error:       499.23846, best error:       400.22391 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 454.7969970703s, input_fired_time: 5.8787841797, output_fired_time: 5.5162248611, propagate_forward_time: 170.6861419678, propagate_backward_time: 266.4528198242, weight_update_time: 0.5803505778, other_time: 6.2630004883
epoch time: 35.8415794373s, input_fired_time: 0.7191063166, output_fired_time: 0.0000000000, propagate_forward_time: 34.0366172791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0858573914
validation[          , genome  9336] predictions:    9867/  10000 (98.67%), best:    9872/10000 (98.72%), error:       442.85757, best error:       400.22391 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 458.1203308105s, input_fired_time: 6.0141863823, output_fired_time: 5.5691070557, propagate_forward_time: 171.6732940674, propagate_backward_time: 268.3514404297, weight_update_time: 0.5897541642, other_time: 6.5123291016
epoch time: 36.1985054016s, input_fired_time: 0.7416046262, output_fired_time: 0.0000000000, propagate_forward_time: 34.3211860657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1357154846
validation[          , genome  9336] predictions:    9854/  10000 (98.54%), best:    9872/10000 (98.72%), error:       469.50439, best error:       400.22391 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 453.7235412598s, input_fired_time: 5.8643021584, output_fired_time: 5.4953336716, propagate_forward_time: 170.1937713623, propagate_backward_time: 265.9197082520, weight_update_time: 0.5798346400, other_time: 6.2504577637
epoch time: 35.8831024170s, input_fired_time: 0.7194135785, output_fired_time: 0.0000000000, propagate_forward_time: 34.0810699463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0826187134
validation[          , genome  9336] predictions:    9846/  10000 (98.46%), best:    9872/10000 (98.72%), error:       513.50189, best error:       400.22391 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 456.1918029785s, input_fired_time: 5.8629679680, output_fired_time: 5.5459151268, propagate_forward_time: 171.0636901855, propagate_backward_time: 267.5187377930, weight_update_time: 0.5783544183, other_time: 6.2004699707
epoch time: 36.0056266785s, input_fired_time: 0.7235383987, output_fired_time: 0.0000000000, propagate_forward_time: 34.1893920898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0926971436
validation[          , genome  9336] predictions:    9866/  10000 (98.66%), best:    9872/10000 (98.72%), error:       439.03790, best error:       400.22391 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 455.5160522461s, input_fired_time: 5.9924645424, output_fired_time: 5.5349593163, propagate_forward_time: 170.7534484863, propagate_backward_time: 266.7260131836, weight_update_time: 0.5911579728, other_time: 6.5091552734
epoch time: 35.9684181213s, input_fired_time: 0.7356850505, output_fired_time: 0.0000000000, propagate_forward_time: 34.0969123840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1358222961
validation[          , genome  9336] predictions:    9860/  10000 (98.60%), best:    9872/10000 (98.72%), error:       426.92548, best error:       400.22391 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 455.1081848145s, input_fired_time: 5.9090437889, output_fired_time: 5.5189394951, propagate_forward_time: 170.6764984131, propagate_backward_time: 266.6901550293, weight_update_time: 0.5896498561, other_time: 6.3135070801
epoch time: 35.8206787109s, input_fired_time: 0.7169361711, output_fired_time: 0.0000000000, propagate_forward_time: 34.0166053772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0871353149
validation[          , genome  9336] predictions:    9863/  10000 (98.63%), best:    9872/10000 (98.72%), error:       446.57584, best error:       400.22391 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 455.2187194824s, input_fired_time: 5.9907031059, output_fired_time: 5.5201659203, propagate_forward_time: 170.7228088379, propagate_backward_time: 266.4981994629, weight_update_time: 0.5869018435, other_time: 6.4868469238
epoch time: 36.0384101868s, input_fired_time: 0.7251715064, output_fired_time: 0.0000000000, propagate_forward_time: 34.2066955566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1065444946
validation[          , genome  9336] predictions:    9856/  10000 (98.56%), best:    9872/10000 (98.72%), error:       448.91016, best error:       400.22391 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 454.9752502441s, input_fired_time: 5.8607878685, output_fired_time: 5.5232672691, propagate_forward_time: 170.7307739258, propagate_backward_time: 266.6350097656, weight_update_time: 0.5792371035, other_time: 6.2254333496
epoch time: 35.9625282288s, input_fired_time: 0.7202017307, output_fired_time: 0.0000000000, propagate_forward_time: 34.1516418457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0906829834
validation[          , genome  9336] predictions:    9857/  10000 (98.57%), best:    9872/10000 (98.72%), error:       440.59415, best error:       400.22391 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 456.6416931152s, input_fired_time: 5.9710211754, output_fired_time: 5.5456357002, propagate_forward_time: 171.1907958984, propagate_backward_time: 267.5176391602, weight_update_time: 0.5854993463, other_time: 6.4166259766
epoch time: 36.1273918152s, input_fired_time: 0.7225380540, output_fired_time: 0.0000000000, propagate_forward_time: 34.3162193298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0886344910
validation[          , genome  9336] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       415.67621, best error:       400.22391 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 455.9730224609s, input_fired_time: 5.9950346947, output_fired_time: 5.5355834961, propagate_forward_time: 170.9845581055, propagate_backward_time: 266.9613647461, weight_update_time: 0.5919139981, other_time: 6.4964904785
epoch time: 36.2522201538s, input_fired_time: 0.7369619608, output_fired_time: 0.0000000000, propagate_forward_time: 34.3786354065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1366233826
validation[          , genome  9336] predictions:    9875/  10000 (98.75%), best:    9872/10000 (98.72%), error:       418.62466, best error:       400.22391 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 453.5701904297s, input_fired_time: 5.9655952454, output_fired_time: 5.5049276352, propagate_forward_time: 170.1257171631, propagate_backward_time: 265.5342407227, weight_update_time: 0.5902166963, other_time: 6.4396972656
epoch time: 35.8357467651s, input_fired_time: 0.7225411534, output_fired_time: 0.0000000000, propagate_forward_time: 34.0202217102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0929832458
validation[          , genome  9336] predictions:    9858/  10000 (98.58%), best:    9872/10000 (98.72%), error:       443.16321, best error:       400.22391 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 454.0632324219s, input_fired_time: 5.8616833687, output_fired_time: 5.5101237297, propagate_forward_time: 170.4667510986, propagate_backward_time: 266.0234680176, weight_update_time: 0.5754466057, other_time: 6.2012023926
epoch time: 35.9495201111s, input_fired_time: 0.7240491509, output_fired_time: 0.0000000000, propagate_forward_time: 34.1394195557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0860519409
validation[          , genome  9336] predictions:    9868/  10000 (98.68%), best:    9872/10000 (98.72%), error:       418.95587, best error:       400.22391 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 457.7748413086s, input_fired_time: 5.8911280632, output_fired_time: 5.5587611198, propagate_forward_time: 171.7141418457, propagate_backward_time: 268.3793640137, weight_update_time: 0.5818475485, other_time: 6.2314758301
epoch time: 36.1479988098s, input_fired_time: 0.7281430364, output_fired_time: 0.0000000000, propagate_forward_time: 34.3304481506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0894088745
validation[          , genome  9336] predictions:    9848/  10000 (98.48%), best:    9872/10000 (98.72%), error:       481.90341, best error:       400.22391 on epoch:    66, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 454.6781311035s, input_fired_time: 6.0004305840, output_fired_time: 5.5148892403, propagate_forward_time: 170.5285644531, propagate_backward_time: 266.1484375000, weight_update_time: 0.5860604644, other_time: 6.4858093262
epoch time: 36.0341224670s, input_fired_time: 0.7342243195, output_fired_time: 0.0000000000, propagate_forward_time: 34.1630821228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1368141174
validation[          , genome  9336] predictions:    9877/  10000 (98.77%), best:    9872/10000 (98.72%), error:       423.98828, best error:       400.22391 on epoch:    66, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 456.8200988770s, input_fired_time: 5.8878593445, output_fired_time: 5.5481071472, propagate_forward_time: 171.3531341553, propagate_backward_time: 267.8014831543, weight_update_time: 0.5801560879, other_time: 6.2295227051
epoch time: 36.2661476135s, input_fired_time: 0.7220650911, output_fired_time: 0.0000000000, propagate_forward_time: 34.4504203796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0936622620
validation[          , genome  9336] predictions:    9870/  10000 (98.70%), best:    9872/10000 (98.72%), error:       420.45529, best error:       400.22391 on epoch:    66, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 456.6993713379s, input_fired_time: 6.0116105080, output_fired_time: 5.5485520363, propagate_forward_time: 171.1341094971, propagate_backward_time: 267.4861145020, weight_update_time: 0.5907352567, other_time: 6.5190124512
epoch time: 35.9989280701s, input_fired_time: 0.7297430634, output_fired_time: 0.0000000000, propagate_forward_time: 34.1532554626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1159286499
validation[          , genome  9336] predictions:    9869/  10000 (98.69%), best:    9872/10000 (98.72%), error:       438.10956, best error:       400.22391 on epoch:    66, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 457.1824340820s, input_fired_time: 5.9102768898, output_fired_time: 5.5507445335, propagate_forward_time: 171.3573303223, propagate_backward_time: 268.1070556641, weight_update_time: 0.5838442445, other_time: 6.2570190430
epoch time: 36.2587890625s, input_fired_time: 0.7426817417, output_fired_time: 0.0000000000, propagate_forward_time: 34.3776702881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1384353638
validation[          , genome  9336] predictions:    9852/  10000 (98.52%), best:    9872/10000 (98.72%), error:       481.27020, best error:       400.22391 on epoch:    66, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 454.2849121094s, input_fired_time: 5.8969573975, output_fired_time: 5.5139474869, propagate_forward_time: 170.4275512695, propagate_backward_time: 266.1946105957, weight_update_time: 0.5790120363, other_time: 6.2518310547
epoch time: 35.8070411682s, input_fired_time: 0.7217614055, output_fired_time: 0.0000000000, propagate_forward_time: 34.0006942749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0845870972
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       428.79633, best error:       400.22391 on epoch:    66, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 456.6296691895s, input_fired_time: 6.0107169151, output_fired_time: 5.5430836678, propagate_forward_time: 171.2338867188, propagate_backward_time: 267.3368530273, weight_update_time: 0.5903946161, other_time: 6.5051269531
epoch time: 35.9965744019s, input_fired_time: 0.7347194552, output_fired_time: 0.0000000000, propagate_forward_time: 34.1306533813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1312026978
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       412.65308, best error:       400.22391 on epoch:    66, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 454.4686279297s, input_fired_time: 5.9670429230, output_fired_time: 5.5108890533, propagate_forward_time: 170.4111022949, propagate_backward_time: 266.1338500977, weight_update_time: 0.5829048157, other_time: 6.4457397461
epoch time: 35.8535079956s, input_fired_time: 0.7247628570, output_fired_time: 0.0000000000, propagate_forward_time: 34.0415000916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0872459412
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       416.89862, best error:       400.22391 on epoch:    66, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 457.5066528320s, input_fired_time: 6.0133695602, output_fired_time: 5.5546851158, propagate_forward_time: 171.3863067627, propagate_backward_time: 268.0367431641, weight_update_time: 0.5911223292, other_time: 6.5155639648
epoch time: 35.9487266541s, input_fired_time: 0.7445995212, output_fired_time: 0.0000000000, propagate_forward_time: 34.0576629639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1464653015
validation[          , genome  9336] predictions:    9848/  10000 (98.48%), best:    9872/10000 (98.72%), error:       503.24982, best error:       400.22391 on epoch:    66, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 456.0257568359s, input_fired_time: 6.0060606003, output_fired_time: 5.5327234268, propagate_forward_time: 170.9637451172, propagate_backward_time: 267.0272216797, weight_update_time: 0.5944952965, other_time: 6.4960021973
epoch time: 36.1063041687s, input_fired_time: 0.7253751755, output_fired_time: 0.0000000000, propagate_forward_time: 34.2436676025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1372604370
validation[          , genome  9336] predictions:    9864/  10000 (98.64%), best:    9872/10000 (98.72%), error:       438.45145, best error:       400.22391 on epoch:    66, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 455.3321838379s, input_fired_time: 5.8724451065, output_fired_time: 5.5286583900, propagate_forward_time: 170.9150848389, propagate_backward_time: 266.7880859375, weight_update_time: 0.5763874054, other_time: 6.2279052734
epoch time: 36.1618270874s, input_fired_time: 0.7257659435, output_fired_time: 0.0000000000, propagate_forward_time: 34.3387107849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0973510742
validation[          , genome  9336] predictions:    9871/  10000 (98.71%), best:    9872/10000 (98.72%), error:       419.27930, best error:       400.22391 on epoch:    66, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 457.4465332031s, input_fired_time: 5.9163179398, output_fired_time: 5.5609235764, propagate_forward_time: 171.5718841553, propagate_backward_time: 268.1089782715, weight_update_time: 0.5818546414, other_time: 6.2884216309
epoch time: 36.1019744873s, input_fired_time: 0.7249107957, output_fired_time: 0.0000000000, propagate_forward_time: 34.2818946838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0951690674
validation[          , genome  9336] predictions:    9873/  10000 (98.73%), best:    9872/10000 (98.72%), error:       407.04001, best error:       400.22391 on epoch:    66, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 453.8084411621s, input_fired_time: 5.9100809097, output_fired_time: 5.5018801689, propagate_forward_time: 170.1719055176, propagate_backward_time: 265.9120178223, weight_update_time: 0.5801928639, other_time: 6.3125305176
epoch time: 35.9794998169s, input_fired_time: 0.7398661971, output_fired_time: 0.0000000000, propagate_forward_time: 34.1016616821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1379737854
validation[          , genome  9336] predictions:    9874/  10000 (98.74%), best:    9872/10000 (98.72%), error:       433.86023, best error:       400.22391 on epoch:    66, 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: 180.1477813721s, input_fired_time: 3.6133570671, output_fired_time: 0.0000000000, propagate_forward_time: 170.9872436523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5471801758
best training[          , genome  9336] predictions:   49972/  50000 (99.94%), best:    9872/10000 (98.72%), error:       329.81277, best error:       400.22391 on epoch:    66, 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: 36.0138854980s, input_fired_time: 0.7183485627, output_fired_time: 0.0000000000, propagate_forward_time: 34.2077369690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0877990723
   testing[          , genome  9336] predictions:    9878/  10000 (98.78%), best:    9872/10000 (98.72%), error:       412.19962, best error:       400.22391 on epoch:    66, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:28:07 (3680): called boinc_finish(0)

</stderr_txt>
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