Nameexact_genome_1542414603_184_6154_2
Workunit4094825
Created17 Nov 2018, 7:14:08 UTC
Sent17 Nov 2018, 7:53:57 UTC
Report deadline7 Feb 2019, 2:02:40 UTC
Received21 Nov 2018, 2:27:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID30770
Run time1 days 3 hours 38 min 19 sec
CPU time1 days 3 hours 28 min 47 sec
Validate stateValid
Credit20,439.01
Device peak FLOPS4.85 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size518.78 MB
Peak swap size540.28 MB
Peak disk usage8.80 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
utput_fired_time: 7.2475614548, propagate_forward_time: 365.9370422363, propagate_backward_time: 598.5141601563, weight_update_time: 1.0232894421, other_time: 11.4848632813
epoch time: 91.4448013306s, input_fired_time: 1.1295585632, output_fired_time: 0.0000000000, propagate_forward_time: 87.9542160034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3610305786
validation[          , genome  6154] predictions:    5463/  10000 (54.63%), best:    5463/10000 (54.63%), error:     14154.42188, best error:     14154.42188 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1176.1921386719s, input_fired_time: 9.2688217163, output_fired_time: 8.5321693420, propagate_forward_time: 440.1282958984, propagate_backward_time: 705.2100219727, weight_update_time: 1.1629705429, other_time: 13.0527954102
epoch time: 90.7604598999s, input_fired_time: 1.1188395023, output_fired_time: 0.0000000000, propagate_forward_time: 87.3542633057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2873535156
validation[          , genome  6154] predictions:    4991/  10000 (49.91%), best:    5463/10000 (54.63%), error:     16035.12793, best error:     14154.42188 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1161.4384765625s, input_fired_time: 9.1788539886, output_fired_time: 8.4670782089, propagate_forward_time: 434.4523620605, propagate_backward_time: 696.4950561523, weight_update_time: 1.1382516623, other_time: 12.8451538086
epoch time: 89.6817932129s, input_fired_time: 1.1005872488, output_fired_time: 0.0000000000, propagate_forward_time: 86.3128280640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2683792114
validation[          , genome  6154] predictions:    5258/  10000 (52.58%), best:    5463/10000 (54.63%), error:     14512.50391, best error:     14154.42188 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1164.7810058594s, input_fired_time: 9.1845378876, output_fired_time: 8.4528722763, propagate_forward_time: 435.3801574707, propagate_backward_time: 698.8839111328, weight_update_time: 1.1483013630, other_time: 12.8795166016
epoch time: 91.2437820435s, input_fired_time: 1.1273936033, output_fired_time: 0.0000000000, propagate_forward_time: 87.7837829590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3326034546
validation[          , genome  6154] predictions:    5294/  10000 (52.94%), best:    5463/10000 (54.63%), error:     14691.89258, best error:     14154.42188 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1124.4870605469s, input_fired_time: 8.9511976242, output_fired_time: 8.1768045425, propagate_forward_time: 419.1759948730, propagate_backward_time: 675.6030883789, weight_update_time: 1.1136839390, other_time: 12.5800170898
epoch time: 67.8800659180s, input_fired_time: 0.8809310198, output_fired_time: 0.0000000000, propagate_forward_time: 65.1024246216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8967132568
validation[          , genome  6154] predictions:    5258/  10000 (52.58%), best:    5463/10000 (54.63%), error:     14497.73438, best error:     14154.42188 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 926.6600952148s, input_fired_time: 7.7339835167, output_fired_time: 6.8068265915, propagate_forward_time: 340.1132812500, propagate_backward_time: 560.9406127930, weight_update_time: 0.9780587554, other_time: 11.0653686523
epoch time: 76.4659042358s, input_fired_time: 0.9700139165, output_fired_time: 0.0000000000, propagate_forward_time: 73.3800659180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1158218384
validation[          , genome  6154] predictions:    4988/  10000 (49.88%), best:    5463/10000 (54.63%), error:     16079.01172, best error:     14154.42188 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 943.9191284180s, input_fired_time: 7.8876276016, output_fired_time: 6.8869667053, propagate_forward_time: 346.9363098145, propagate_backward_time: 570.9045410156, weight_update_time: 0.9884601831, other_time: 11.3037109375
epoch time: 82.6122741699s, input_fired_time: 1.0617452860, output_fired_time: 0.0000000000, propagate_forward_time: 79.1888046265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3617248535
validation[          , genome  6154] predictions:    5586/  10000 (55.86%), best:    5586/10000 (55.86%), error:     13512.08008, best error:     13512.08008 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1049.0760498047s, input_fired_time: 8.6120271683, output_fired_time: 7.6888508797, propagate_forward_time: 388.3831176758, propagate_backward_time: 631.8350830078, weight_update_time: 1.0874933004, other_time: 12.5569458008
epoch time: 85.9832534790s, input_fired_time: 1.0954525471, output_fired_time: 0.0000000000, propagate_forward_time: 82.5125427246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3752593994
validation[          , genome  6154] predictions:    5481/  10000 (54.81%), best:    5586/10000 (55.86%), error:     13619.24121, best error:     13512.08008 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 943.9293212891s, input_fired_time: 7.9047474861, output_fired_time: 6.9662661552, propagate_forward_time: 346.4279174805, propagate_backward_time: 571.3186645508, weight_update_time: 0.9984841347, other_time: 11.3117675781
epoch time: 67.4632949829s, input_fired_time: 0.8741172552, output_fired_time: 0.0000000000, propagate_forward_time: 64.7189712524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8702087402
validation[          , genome  6154] predictions:    5409/  10000 (54.09%), best:    5586/10000 (55.86%), error:     13903.70313, best error:     13512.08008 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 885.6080322266s, input_fired_time: 7.4897856712, output_fired_time: 6.5098776817, propagate_forward_time: 324.5161437988, propagate_backward_time: 536.5221557617, weight_update_time: 0.9446187019, other_time: 10.5700073242
epoch time: 67.3128662109s, input_fired_time: 0.8684339523, output_fired_time: 0.0000000000, propagate_forward_time: 64.5484390259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8959960938
validation[          , genome  6154] predictions:    5499/  10000 (54.99%), best:    5586/10000 (55.86%), error:     13848.51953, best error:     13512.08008 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 879.0004272461s, input_fired_time: 7.4496779442, output_fired_time: 6.4015526772, propagate_forward_time: 321.5744934082, propagate_backward_time: 532.9500122070, weight_update_time: 0.9531187415, other_time: 10.6246948242
epoch time: 67.6139678955s, input_fired_time: 0.8766575456, output_fired_time: 0.0000000000, propagate_forward_time: 64.8269882202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9103240967
validation[          , genome  6154] predictions:    5458/  10000 (54.58%), best:    5586/10000 (55.86%), error:     13736.01758, best error:     13512.08008 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 886.8302001953s, input_fired_time: 7.5100636482, output_fired_time: 6.4547200203, propagate_forward_time: 324.7629699707, propagate_backward_time: 537.5424194336, weight_update_time: 0.9420169592, other_time: 10.5599975586
epoch time: 67.5766220093s, input_fired_time: 0.8832519650, output_fired_time: 0.0000000000, propagate_forward_time: 64.8145294189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8788375854
validation[          , genome  6154] predictions:    5597/  10000 (55.97%), best:    5597/10000 (55.97%), error:     13345.59668, best error:     13345.59668 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 892.1179199219s, input_fired_time: 7.5535101891, output_fired_time: 6.5137119293, propagate_forward_time: 325.9077148438, propagate_backward_time: 541.5064697266, weight_update_time: 0.9529920220, other_time: 10.6364746094
epoch time: 68.5072708130s, input_fired_time: 0.8902908564, output_fired_time: 0.0000000000, propagate_forward_time: 65.6989135742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9180679321
validation[          , genome  6154] predictions:    5391/  10000 (53.91%), best:    5597/10000 (55.97%), error:     13931.86035, best error:     13345.59668 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 885.1881713867s, input_fired_time: 7.5117268562, output_fired_time: 6.4961419106, propagate_forward_time: 324.2134094238, propagate_backward_time: 536.3612060547, weight_update_time: 0.9496454000, other_time: 10.6057128906
epoch time: 67.0540237427s, input_fired_time: 0.8868827820, output_fired_time: 0.0000000000, propagate_forward_time: 64.2869110107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8802337646
validation[          , genome  6154] predictions:    5730/  10000 (57.30%), best:    5730/10000 (57.30%), error:     12846.44434, best error:     12846.44434 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 880.6596069336s, input_fired_time: 7.5019559860, output_fired_time: 6.4208278656, propagate_forward_time: 322.6684875488, propagate_backward_time: 533.5126953125, weight_update_time: 0.9457965493, other_time: 10.5556640625
epoch time: 67.4391403198s, input_fired_time: 0.8903104663, output_fired_time: 0.0000000000, propagate_forward_time: 64.6689224243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8799057007
validation[          , genome  6154] predictions:    5432/  10000 (54.32%), best:    5730/10000 (57.30%), error:     14227.08984, best error:     12846.44434 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 884.4665527344s, input_fired_time: 7.5288114548, output_fired_time: 6.4526133537, propagate_forward_time: 323.7207946777, propagate_backward_time: 536.1432495117, weight_update_time: 0.9539365172, other_time: 10.6210327148
epoch time: 67.8686294556s, input_fired_time: 0.8968968987, output_fired_time: 0.0000000000, propagate_forward_time: 65.0731353760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8985977173
validation[          , genome  6154] predictions:    5605/  10000 (56.05%), best:    5730/10000 (57.30%), error:     13516.89746, best error:     12846.44434 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 890.1872558594s, input_fired_time: 7.5862107277, output_fired_time: 6.5191717148, propagate_forward_time: 325.8205871582, propagate_backward_time: 539.6010742188, weight_update_time: 0.9505972266, other_time: 10.6602783203
epoch time: 67.8495864868s, input_fired_time: 0.9009404182, output_fired_time: 0.0000000000, propagate_forward_time: 65.0721359253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8765106201
validation[          , genome  6154] predictions:    5721/  10000 (57.21%), best:    5730/10000 (57.30%), error:     13164.02246, best error:     12846.44434 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 884.0633544922s, input_fired_time: 7.5518884659, output_fired_time: 6.4937829971, propagate_forward_time: 324.1674194336, propagate_backward_time: 535.2034912109, weight_update_time: 0.9461836815, other_time: 10.6467895508
epoch time: 67.1967697144s, input_fired_time: 0.8877986073, output_fired_time: 0.0000000000, propagate_forward_time: 64.4073028564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9016647339
validation[          , genome  6154] predictions:    5526/  10000 (55.26%), best:    5730/10000 (57.30%), error:     13545.38574, best error:     12846.44434 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 881.3509521484s, input_fired_time: 7.5300855637, output_fired_time: 6.4533681870, propagate_forward_time: 322.3312988281, propagate_backward_time: 534.4489135742, weight_update_time: 0.9495260715, other_time: 10.5872802734
epoch time: 66.9315032959s, input_fired_time: 0.8870446682, output_fired_time: 0.0000000000, propagate_forward_time: 64.1719894409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8724670410
validation[          , genome  6154] predictions:    5591/  10000 (55.91%), best:    5730/10000 (57.30%), error:     13574.01465, best error:     12846.44434 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 885.4267578125s, input_fired_time: 7.5763006210, output_fired_time: 6.5050334930, propagate_forward_time: 323.8313598633, propagate_backward_time: 536.9497680664, weight_update_time: 0.9380136728, other_time: 10.5643310547
epoch time: 68.8292922974s, input_fired_time: 0.9153290391, output_fired_time: 0.0000000000, propagate_forward_time: 65.9703826904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9435806274
validation[          , genome  6154] predictions:    5764/  10000 (57.64%), best:    5764/10000 (57.64%), error:     12545.08984, best error:     12545.08984 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 890.5301513672s, input_fired_time: 7.6201486588, output_fired_time: 6.5319256783, propagate_forward_time: 325.5068664551, propagate_backward_time: 540.1810302734, weight_update_time: 0.9548798800, other_time: 10.6901855469
epoch time: 67.6517181396s, input_fired_time: 0.9079995751, output_fired_time: 0.0000000000, propagate_forward_time: 64.8410110474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9027099609
validation[          , genome  6154] predictions:    5629/  10000 (56.29%), best:    5764/10000 (57.64%), error:     13213.74316, best error:     12545.08984 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 885.6813964844s, input_fired_time: 7.5865278244, output_fired_time: 6.4463343620, propagate_forward_time: 324.0456237793, propagate_backward_time: 536.8784179688, weight_update_time: 0.9612830877, other_time: 10.7244873047
epoch time: 66.9820709229s, input_fired_time: 0.9001923203, output_fired_time: 0.0000000000, propagate_forward_time: 64.1995620728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8823165894
validation[          , genome  6154] predictions:    5746/  10000 (57.46%), best:    5764/10000 (57.64%), error:     12995.70313, best error:     12545.08984 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 881.4080810547s, input_fired_time: 7.5654268265, output_fired_time: 6.4308538437, propagate_forward_time: 322.7590026855, propagate_backward_time: 534.1045532227, weight_update_time: 0.9438132048, other_time: 10.5482788086
epoch time: 66.8958892822s, input_fired_time: 0.9009162784, output_fired_time: 0.0000000000, propagate_forward_time: 64.1218566895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8731155396
validation[          , genome  6154] predictions:    5707/  10000 (57.07%), best:    5764/10000 (57.64%), error:     13088.44141, best error:     12545.08984 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 882.3977661133s, input_fired_time: 7.5779976845, output_fired_time: 6.4274835587, propagate_forward_time: 322.9526672363, propagate_backward_time: 534.8656005859, weight_update_time: 0.9457186460, other_time: 10.5739746094
epoch time: 67.8718795776s, input_fired_time: 0.9172403216, output_fired_time: 0.0000000000, propagate_forward_time: 65.0372695923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9173660278
validation[          , genome  6154] predictions:    5716/  10000 (57.16%), best:    5764/10000 (57.64%), error:     12936.65039, best error:     12545.08984 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 888.7909545898s, input_fired_time: 7.6306290627, output_fired_time: 6.4998221397, propagate_forward_time: 325.2936096191, propagate_backward_time: 538.7397460938, weight_update_time: 0.9524452686, other_time: 10.6271972656
epoch time: 67.7238693237s, input_fired_time: 0.9025122523, output_fired_time: 0.0000000000, propagate_forward_time: 64.9481353760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8732223511
validation[          , genome  6154] predictions:    5784/  10000 (57.84%), best:    5764/10000 (57.64%), error:     12859.14648, best error:     12545.08984 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 886.4353027344s, input_fired_time: 7.6187973022, output_fired_time: 6.5282716751, propagate_forward_time: 324.7836914063, propagate_backward_time: 536.9121093750, weight_update_time: 0.9460579753, other_time: 10.5924682617
epoch time: 67.6769714355s, input_fired_time: 0.9075965881, output_fired_time: 0.0000000000, propagate_forward_time: 64.8681106567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9012680054
validation[          , genome  6154] predictions:    5687/  10000 (56.87%), best:    5764/10000 (57.64%), error:     13000.24121, best error:     12545.08984 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 882.8076782227s, input_fired_time: 7.6106367111, output_fired_time: 6.4950313568, propagate_forward_time: 323.6730651855, propagate_backward_time: 534.4296264648, weight_update_time: 0.9485191703, other_time: 10.5993041992
epoch time: 67.8039245605s, input_fired_time: 0.9051278234, output_fired_time: 0.0000000000, propagate_forward_time: 64.9915542603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9072418213
validation[          , genome  6154] predictions:    5767/  10000 (57.67%), best:    5764/10000 (57.64%), error:     12986.02539, best error:     12545.08984 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 880.7132568359s, input_fired_time: 7.5965127945, output_fired_time: 6.4270935059, propagate_forward_time: 322.0296630859, propagate_backward_time: 534.1311645508, weight_update_time: 0.9405131936, other_time: 10.5288696289
epoch time: 67.5394287109s, input_fired_time: 0.9090566039, output_fired_time: 0.0000000000, propagate_forward_time: 64.7600631714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8703079224
validation[          , genome  6154] predictions:    5754/  10000 (57.54%), best:    5764/10000 (57.64%), error:     13254.51074, best error:     12545.08984 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 888.9949951172s, input_fired_time: 7.6648197174, output_fired_time: 6.4876198769, propagate_forward_time: 325.7457580566, propagate_backward_time: 538.5187988281, weight_update_time: 0.9502935410, other_time: 10.5780029297
epoch time: 67.8326187134s, input_fired_time: 0.9139309525, output_fired_time: 0.0000000000, propagate_forward_time: 65.0589370728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8597488403
validation[          , genome  6154] predictions:    5679/  10000 (56.79%), best:    5764/10000 (57.64%), error:     13533.42578, best error:     12545.08984 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 885.5027465820s, input_fired_time: 7.6439428329, output_fired_time: 6.4635305405, propagate_forward_time: 323.8892822266, propagate_backward_time: 536.9826049805, weight_update_time: 0.9450544715, other_time: 10.5234375000
epoch time: 66.6128997803s, input_fired_time: 0.9050427675, output_fired_time: 0.0000000000, propagate_forward_time: 63.8368225098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8710327148
validation[          , genome  6154] predictions:    5678/  10000 (56.78%), best:    5764/10000 (57.64%), error:     13030.79980, best error:     12545.08984 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 884.5532226563s, input_fired_time: 7.6360697746, output_fired_time: 6.4445648193, propagate_forward_time: 323.0354614258, propagate_backward_time: 536.8834228516, weight_update_time: 0.9414223433, other_time: 10.5537109375
epoch time: 67.1196975708s, input_fired_time: 0.9081054330, output_fired_time: 0.0000000000, propagate_forward_time: 64.3197937012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8917999268
validation[          , genome  6154] predictions:    5770/  10000 (57.70%), best:    5764/10000 (57.64%), error:     12832.35742, best error:     12545.08984 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 880.4404296875s, input_fired_time: 7.6295666695, output_fired_time: 6.4069967270, propagate_forward_time: 322.0195617676, propagate_backward_time: 533.8604125977, weight_update_time: 0.9438714981, other_time: 10.5238647461
epoch time: 67.5088806152s, input_fired_time: 0.9211354852, output_fired_time: 0.0000000000, propagate_forward_time: 64.7267532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8609924316
validation[          , genome  6154] predictions:    5835/  10000 (58.35%), best:    5835/10000 (58.35%), error:     12505.83691, best error:     12505.83691 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 888.1245117188s, input_fired_time: 7.6997489929, output_fired_time: 6.5388154984, propagate_forward_time: 326.2353820801, propagate_backward_time: 536.9799804688, weight_update_time: 0.9487558007, other_time: 10.6705322266
epoch time: 68.4070358276s, input_fired_time: 0.9244996309, output_fired_time: 0.0000000000, propagate_forward_time: 65.5752792358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9072570801
validation[          , genome  6154] predictions:    5695/  10000 (56.95%), best:    5835/10000 (58.35%), error:     13041.74316, best error:     12505.83691 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 892.3311767578s, input_fired_time: 7.7292003632, output_fired_time: 6.4849200249, propagate_forward_time: 326.5534362793, propagate_backward_time: 540.8627929688, weight_update_time: 0.9546811581, other_time: 10.7008056641
epoch time: 67.5868148804s, input_fired_time: 0.9182661176, output_fired_time: 0.0000000000, propagate_forward_time: 64.7840499878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8844985962
validation[          , genome  6154] predictions:    5860/  10000 (58.60%), best:    5860/10000 (58.60%), error:     12451.26465, best error:     12451.26465 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 885.1347656250s, input_fired_time: 7.6826639175, output_fired_time: 6.4584503174, propagate_forward_time: 324.7089843750, propagate_backward_time: 535.7025146484, weight_update_time: 0.9398342371, other_time: 10.5821533203
epoch time: 67.2356414795s, input_fired_time: 0.9207227826, output_fired_time: 0.0000000000, propagate_forward_time: 64.3848266602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9300918579
validation[          , genome  6154] predictions:    5868/  10000 (58.68%), best:    5860/10000 (58.60%), error:     12540.05273, best error:     12451.26465 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 884.6882934570s, input_fired_time: 7.6791491508, output_fired_time: 6.4558687210, propagate_forward_time: 324.1094665527, propagate_backward_time: 535.7916870117, weight_update_time: 0.9487668872, other_time: 10.6521606445
epoch time: 67.7071304321s, input_fired_time: 0.9159921408, output_fired_time: 0.0000000000, propagate_forward_time: 64.8974685669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8936691284
validation[          , genome  6154] predictions:    5771/  10000 (57.71%), best:    5860/10000 (58.60%), error:     12643.21973, best error:     12451.26465 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 888.6231689453s, input_fired_time: 7.7353625298, output_fired_time: 6.5384392738, propagate_forward_time: 325.7410888672, propagate_backward_time: 538.0736694336, weight_update_time: 0.9476573467, other_time: 10.5346069336
epoch time: 67.8974304199s, input_fired_time: 0.9314165115, output_fired_time: 0.0000000000, propagate_forward_time: 65.0959396362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8700714111
validation[          , genome  6154] predictions:    5896/  10000 (58.96%), best:    5896/10000 (58.96%), error:     12401.91309, best error:     12401.91309 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 891.8785400391s, input_fired_time: 7.7406969070, output_fired_time: 6.5065817833, propagate_forward_time: 326.4842224121, propagate_backward_time: 540.5506591797, weight_update_time: 0.9512396455, other_time: 10.5963134766
epoch time: 67.7183151245s, input_fired_time: 0.9308162928, output_fired_time: 0.0000000000, propagate_forward_time: 64.9061889648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8813095093
validation[          , genome  6154] predictions:    5803/  10000 (58.03%), best:    5896/10000 (58.96%), error:     12747.96973, best error:     12401.91309 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 884.0446166992s, input_fired_time: 7.7080512047, output_fired_time: 6.4179539680, propagate_forward_time: 324.2710876465, propagate_backward_time: 535.0800781250, weight_update_time: 0.9480361342, other_time: 10.5673828125
epoch time: 68.4818801880s, input_fired_time: 0.9304374456, output_fired_time: 0.0000000000, propagate_forward_time: 65.6279144287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9235305786
validation[          , genome  6154] predictions:    5825/  10000 (58.25%), best:    5896/10000 (58.96%), error:     12603.23633, best error:     12401.91309 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 888.7816162109s, input_fired_time: 7.7413172722, output_fired_time: 6.5032544136, propagate_forward_time: 325.0332641602, propagate_backward_time: 538.8362426758, weight_update_time: 0.9495973587, other_time: 10.6675415039
epoch time: 68.7448196411s, input_fired_time: 0.9420237541, output_fired_time: 0.0000000000, propagate_forward_time: 65.9227218628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8800735474
validation[          , genome  6154] predictions:    5873/  10000 (58.73%), best:    5873/10000 (58.73%), error:     12364.46973, best error:     12364.46973 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 891.7429199219s, input_fired_time: 7.7783761024, output_fired_time: 6.5287790298, propagate_forward_time: 326.2812805176, propagate_backward_time: 540.4782714844, weight_update_time: 0.9608990550, other_time: 10.6761474609
epoch time: 67.6188430786s, input_fired_time: 0.9285959601, output_fired_time: 0.0000000000, propagate_forward_time: 64.8135833740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8766632080
validation[          , genome  6154] predictions:    5898/  10000 (58.98%), best:    5873/10000 (58.73%), error:     12704.77051, best error:     12364.46973 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 886.1821289063s, input_fired_time: 7.7168803215, output_fired_time: 6.4146165848, propagate_forward_time: 324.9255981445, propagate_backward_time: 536.5334472656, weight_update_time: 0.9451078773, other_time: 10.5916137695
epoch time: 67.5387420654s, input_fired_time: 0.9347629547, output_fired_time: 0.0000000000, propagate_forward_time: 64.7230453491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8809356689
validation[          , genome  6154] predictions:    5925/  10000 (59.25%), best:    5925/10000 (59.25%), error:     12330.34961, best error:     12330.34961 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 883.7831420898s, input_fired_time: 7.7162470818, output_fired_time: 6.4972858429, propagate_forward_time: 322.9265441895, propagate_backward_time: 536.0405883789, weight_update_time: 0.9402414560, other_time: 10.6024780273
epoch time: 67.3495025635s, input_fired_time: 0.9332090020, output_fired_time: 0.0000000000, propagate_forward_time: 64.5240402222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8922500610
validation[          , genome  6154] predictions:    5846/  10000 (58.46%), best:    5925/10000 (59.25%), error:     12668.17090, best error:     12330.34961 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 886.5752563477s, input_fired_time: 7.7443623543, output_fired_time: 6.4601869583, propagate_forward_time: 324.0090026855, propagate_backward_time: 537.7711791992, weight_update_time: 0.9411468506, other_time: 10.5905151367
epoch time: 67.9035873413s, input_fired_time: 0.9246718287, output_fired_time: 0.0000000000, propagate_forward_time: 65.0548782349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9240341187
validation[          , genome  6154] predictions:    5931/  10000 (59.31%), best:    5931/10000 (59.31%), error:     12267.15723, best error:     12267.15723 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 888.9088134766s, input_fired_time: 7.7763762474, output_fired_time: 6.4361982346, propagate_forward_time: 325.5675048828, propagate_backward_time: 538.4741210938, weight_update_time: 0.9572618008, other_time: 10.6546020508
epoch time: 68.0426559448s, input_fired_time: 0.9413715005, output_fired_time: 0.0000000000, propagate_forward_time: 65.2159423828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8853454590
validation[          , genome  6154] predictions:    5907/  10000 (59.07%), best:    5931/10000 (59.31%), error:     12440.62109, best error:     12267.15723 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 888.4001464844s, input_fired_time: 7.7896213531, output_fired_time: 6.4822363853, propagate_forward_time: 325.4881896973, propagate_backward_time: 537.9094848633, weight_update_time: 0.9512538314, other_time: 10.7306518555
epoch time: 67.6990280151s, input_fired_time: 0.9437243342, output_fired_time: 0.0000000000, propagate_forward_time: 64.8696670532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8856353760
validation[          , genome  6154] predictions:    5964/  10000 (59.64%), best:    5964/10000 (59.64%), error:     12188.76953, best error:     12188.76953 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 884.6520996094s, input_fired_time: 7.7478842735, output_fired_time: 6.4806547165, propagate_forward_time: 323.9461059570, propagate_backward_time: 535.7800292969, weight_update_time: 0.9511268735, other_time: 10.6974487305
epoch time: 67.4625396729s, input_fired_time: 0.9441449046, output_fired_time: 0.0000000000, propagate_forward_time: 64.6442184448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8741760254
validation[          , genome  6154] predictions:    5975/  10000 (59.75%), best:    5975/10000 (59.75%), error:     12065.38281, best error:     12065.38281 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 883.9073486328s, input_fired_time: 7.7445383072, output_fired_time: 6.5250940323, propagate_forward_time: 323.6865539551, propagate_backward_time: 535.3102416992, weight_update_time: 0.9367213845, other_time: 10.6409301758
epoch time: 67.3531875610s, input_fired_time: 0.9358185530, output_fired_time: 0.0000000000, propagate_forward_time: 64.5159912109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9013748169
validation[          , genome  6154] predictions:    6030/  10000 (60.30%), best:    6030/10000 (60.30%), error:     11967.50391, best error:     11967.50391 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 920.4809570313s, input_fired_time: 8.0154161453, output_fired_time: 6.7033104897, propagate_forward_time: 338.1861572266, propagate_backward_time: 556.5368652344, weight_update_time: 0.9762126803, other_time: 11.0391845703
epoch time: 82.3111953735s, input_fired_time: 1.1151978970, output_fired_time: 0.0000000000, propagate_forward_time: 78.9479446411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2480545044
validation[          , genome  6154] predictions:    5967/  10000 (59.67%), best:    6030/10000 (60.30%), error:     12176.63672, best error:     11967.50391 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 996.5530395508s, input_fired_time: 8.5800113678, output_fired_time: 7.2725749016, propagate_forward_time: 367.8977355957, propagate_backward_time: 600.8873291016, weight_update_time: 1.0335804224, other_time: 11.9154052734
epoch time: 68.3170547485s, input_fired_time: 0.9560597539, output_fired_time: 0.0000000000, propagate_forward_time: 65.4345397949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9264526367
validation[          , genome  6154] predictions:    6076/  10000 (60.76%), best:    6076/10000 (60.76%), error:     11858.31152, best error:     11858.31152 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 890.1976928711s, input_fired_time: 7.8368539810, output_fired_time: 6.5042953491, propagate_forward_time: 326.4824218750, propagate_backward_time: 538.6624755859, weight_update_time: 0.9492189884, other_time: 10.7116699219
epoch time: 67.7949905396s, input_fired_time: 0.9408896565, output_fired_time: 0.0000000000, propagate_forward_time: 64.9482498169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9058532715
validation[          , genome  6154] predictions:    6020/  10000 (60.20%), best:    6076/10000 (60.76%), error:     12410.76660, best error:     11858.31152 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 887.9885253906s, input_fired_time: 7.8088574409, output_fired_time: 6.4621896744, propagate_forward_time: 325.1693725586, propagate_backward_time: 537.8665161133, weight_update_time: 0.9522101879, other_time: 10.6815795898
epoch time: 67.3498077393s, input_fired_time: 0.9395349622, output_fired_time: 0.0000000000, propagate_forward_time: 64.5343475342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8759231567
validation[          , genome  6154] predictions:    5970/  10000 (59.70%), best:    6076/10000 (60.76%), error:     12233.61328, best error:     11858.31152 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 886.1348876953s, input_fired_time: 7.8038024902, output_fired_time: 6.5104384422, propagate_forward_time: 324.0949401855, propagate_backward_time: 537.0425415039, weight_update_time: 0.9533560872, other_time: 10.6831665039
epoch time: 67.7166519165s, input_fired_time: 0.9455703497, output_fired_time: 0.0000000000, propagate_forward_time: 64.8897933960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8812866211
validation[          , genome  6154] predictions:    6090/  10000 (60.90%), best:    6076/10000 (60.76%), error:     11904.11230, best error:     11858.31152 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 884.5018920898s, input_fired_time: 7.7932991982, output_fired_time: 6.4575052261, propagate_forward_time: 323.9099731445, propagate_backward_time: 535.7200317383, weight_update_time: 0.9468201399, other_time: 10.6210937500
epoch time: 69.2545700073s, input_fired_time: 0.9587333202, output_fired_time: 0.0000000000, propagate_forward_time: 66.3499832153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9458541870
validation[          , genome  6154] predictions:    5986/  10000 (59.86%), best:    6076/10000 (60.76%), error:     12025.52148, best error:     11858.31152 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 891.3758544922s, input_fired_time: 7.8657317162, output_fired_time: 6.5162930489, propagate_forward_time: 326.7062072754, propagate_backward_time: 539.6398925781, weight_update_time: 0.9509126544, other_time: 10.6477050781
epoch time: 68.0814743042s, input_fired_time: 0.9585254192, output_fired_time: 0.0000000000, propagate_forward_time: 65.2407913208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8821563721
validation[          , genome  6154] predictions:    6085/  10000 (60.85%), best:    6085/10000 (60.85%), error:     11770.57129, best error:     11770.57129 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 890.9562988281s, input_fired_time: 7.8421239853, output_fired_time: 6.5586333275, propagate_forward_time: 325.7803649902, propagate_backward_time: 540.1239013672, weight_update_time: 0.9518221617, other_time: 10.6512451172
epoch time: 67.8222656250s, input_fired_time: 0.9469342828, output_fired_time: 0.0000000000, propagate_forward_time: 64.9653778076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9099502563
validation[          , genome  6154] predictions:    6014/  10000 (60.14%), best:    6085/10000 (60.85%), error:     12153.37012, best error:     11770.57129 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 887.1743164063s, input_fired_time: 7.8202791214, output_fired_time: 6.4874377251, propagate_forward_time: 324.5947570801, propagate_backward_time: 537.5938720703, weight_update_time: 0.9483016729, other_time: 10.6779785156
epoch time: 68.2971954346s, input_fired_time: 0.9573918581, output_fired_time: 0.0000000000, propagate_forward_time: 65.4382171631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9015884399
validation[          , genome  6154] predictions:    5992/  10000 (59.92%), best:    6085/10000 (60.85%), error:     12040.00391, best error:     11770.57129 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 886.8852539063s, input_fired_time: 7.8492283821, output_fired_time: 6.4955487251, propagate_forward_time: 325.4888000488, propagate_backward_time: 536.4349365234, weight_update_time: 0.9459752440, other_time: 10.6166992188
epoch time: 67.9683532715s, input_fired_time: 0.9551216364, output_fired_time: 0.0000000000, propagate_forward_time: 65.1230392456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8901901245
validation[          , genome  6154] predictions:    6089/  10000 (60.89%), best:    6085/10000 (60.85%), error:     11944.55371, best error:     11770.57129 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 888.9332275391s, input_fired_time: 7.8269262314, output_fired_time: 6.4957847595, propagate_forward_time: 325.2518615723, propagate_backward_time: 538.7663574219, weight_update_time: 0.9425309896, other_time: 10.5922851563
epoch time: 68.1010437012s, input_fired_time: 0.9538148046, output_fired_time: 0.0000000000, propagate_forward_time: 65.2563171387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8909149170
validation[          , genome  6154] predictions:    6058/  10000 (60.58%), best:    6085/10000 (60.85%), error:     11836.91406, best error:     11770.57129 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 893.2913818359s, input_fired_time: 7.8968601227, output_fired_time: 6.5505323410, propagate_forward_time: 326.9024353027, propagate_backward_time: 541.2292480469, weight_update_time: 0.9511946440, other_time: 10.7122802734
epoch time: 68.4102249146s, input_fired_time: 0.9602760077, output_fired_time: 0.0000000000, propagate_forward_time: 65.5352630615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9146881104
validation[          , genome  6154] predictions:    6114/  10000 (61.14%), best:    6085/10000 (60.85%), error:     11839.26465, best error:     11770.57129 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 893.4819335938s, input_fired_time: 7.9003634453, output_fired_time: 6.5027718544, propagate_forward_time: 327.7646484375, propagate_backward_time: 540.6033325195, weight_update_time: 0.9536236525, other_time: 10.7108154297
epoch time: 70.9202423096s, input_fired_time: 0.9936210513, output_fired_time: 0.0000000000, propagate_forward_time: 67.9540100098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9726104736
validation[          , genome  6154] predictions:    6036/  10000 (60.36%), best:    6085/10000 (60.85%), error:     12078.08496, best error:     11770.57129 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 902.9397583008s, input_fired_time: 7.9900646210, output_fired_time: 6.5689334869, propagate_forward_time: 331.3664245605, propagate_backward_time: 546.0733642578, weight_update_time: 0.9543444514, other_time: 10.9410400391
epoch time: 68.5125732422s, input_fired_time: 0.9597851634, output_fired_time: 0.0000000000, propagate_forward_time: 65.6200866699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9327011108
validation[          , genome  6154] predictions:    6001/  10000 (60.01%), best:    6085/10000 (60.85%), error:     12029.10156, best error:     11770.57129 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 995.7495727539s, input_fired_time: 8.6437091827, output_fired_time: 7.2963767052, propagate_forward_time: 367.5988464355, propagate_backward_time: 600.1807861328, weight_update_time: 1.0376348495, other_time: 12.0297851563
epoch time: 67.9438247681s, input_fired_time: 0.9593310356, output_fired_time: 0.0000000000, propagate_forward_time: 65.0583877563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9261093140
validation[          , genome  6154] predictions:    6116/  10000 (61.16%), best:    6116/10000 (61.16%), error:     11751.09863, best error:     11751.09863 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 887.2877197266s, input_fired_time: 7.8651518822, output_fired_time: 6.4986929893, propagate_forward_time: 325.6024169922, propagate_backward_time: 536.6875610352, weight_update_time: 0.9510917664, other_time: 10.6338500977
epoch time: 73.5576858521s, input_fired_time: 1.0234458447, output_fired_time: 0.0000000000, propagate_forward_time: 70.4576339722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0766067505
validation[          , genome  6154] predictions:    6016/  10000 (60.16%), best:    6116/10000 (61.16%), error:     11961.12500, best error:     11751.09863 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1021.7686157227s, input_fired_time: 8.8326969147, output_fired_time: 7.4810609818, propagate_forward_time: 377.9463500977, propagate_backward_time: 615.3024291992, weight_update_time: 1.0550980568, other_time: 12.2060546875
epoch time: 72.1640090942s, input_fired_time: 1.0075509548, output_fired_time: 0.0000000000, propagate_forward_time: 69.1446838379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0117721558
validation[          , genome  6154] predictions:    6078/  10000 (60.78%), best:    6078/10000 (60.78%), error:     11739.44141, best error:     11739.44141 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 922.0114746094s, input_fired_time: 8.1003770828, output_fired_time: 6.7882127762, propagate_forward_time: 337.8449096680, propagate_backward_time: 558.0695800781, weight_update_time: 0.9855280519, other_time: 11.2083740234
epoch time: 67.7702255249s, input_fired_time: 0.9657765031, output_fired_time: 0.0000000000, propagate_forward_time: 64.8492431641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9552078247
validation[          , genome  6154] predictions:    6127/  10000 (61.27%), best:    6078/10000 (60.78%), error:     11739.54883, best error:     11739.44141 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 953.3869018555s, input_fired_time: 8.3531522751, output_fired_time: 6.9913320541, propagate_forward_time: 350.8427429199, propagate_backward_time: 575.4595947266, weight_update_time: 0.9990419149, other_time: 11.7401123047
epoch time: 82.6223068237s, input_fired_time: 1.1391702890, output_fired_time: 0.0000000000, propagate_forward_time: 79.1441116333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3390274048
validation[          , genome  6154] predictions:    6102/  10000 (61.02%), best:    6078/10000 (60.78%), error:     11931.60840, best error:     11739.44141 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1068.0660400391s, input_fired_time: 9.2143831253, output_fired_time: 7.8686413765, propagate_forward_time: 396.5150756836, propagate_backward_time: 641.4777832031, weight_update_time: 1.0979537964, other_time: 12.9901733398
epoch time: 87.5535430908s, input_fired_time: 1.1979509592, output_fired_time: 0.0000000000, propagate_forward_time: 83.8753204346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4802703857
validation[          , genome  6154] predictions:    6021/  10000 (60.21%), best:    6078/10000 (60.78%), error:     12143.35645, best error:     11739.44141 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 932.8936767578s, input_fired_time: 8.2128076553, output_fired_time: 6.8852672577, propagate_forward_time: 342.3442382813, propagate_backward_time: 564.0606689453, weight_update_time: 0.9882646799, other_time: 11.3906860352
epoch time: 68.3371047974s, input_fired_time: 0.9703606963, output_fired_time: 0.0000000000, propagate_forward_time: 65.4064636230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9602813721
validation[          , genome  6154] predictions:    6083/  10000 (60.83%), best:    6078/10000 (60.78%), error:     11892.47656, best error:     11739.44141 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 896.1325683594s, input_fired_time: 7.9709191322, output_fired_time: 6.5868425369, propagate_forward_time: 328.1340332031, propagate_backward_time: 542.3902587891, weight_update_time: 0.9602729082, other_time: 11.0504760742
epoch time: 67.8043823242s, input_fired_time: 0.9626138210, output_fired_time: 0.0000000000, propagate_forward_time: 64.8623352051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9794311523
validation[          , genome  6154] predictions:    5993/  10000 (59.93%), best:    6078/10000 (60.78%), error:     12153.71191, best error:     11739.44141 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 888.8438110352s, input_fired_time: 7.8969182968, output_fired_time: 6.5350041389, propagate_forward_time: 324.7046203613, propagate_backward_time: 538.6550903320, weight_update_time: 0.9663827419, other_time: 11.0521850586
epoch time: 67.3993759155s, input_fired_time: 0.9630306959, output_fired_time: 0.0000000000, propagate_forward_time: 64.4854965210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9508514404
validation[          , genome  6154] predictions:    6116/  10000 (61.16%), best:    6078/10000 (60.78%), error:     11849.32031, best error:     11739.44141 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 889.3812866211s, input_fired_time: 7.9115757942, output_fired_time: 6.5223875046, propagate_forward_time: 324.4112548828, propagate_backward_time: 539.5155639648, weight_update_time: 0.9456158280, other_time: 11.0205078125
epoch time: 68.1726074219s, input_fired_time: 0.9709317088, output_fired_time: 0.0000000000, propagate_forward_time: 65.2463531494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9553222656
validation[          , genome  6154] predictions:    6088/  10000 (60.88%), best:    6078/10000 (60.78%), error:     11997.55859, best error:     11739.44141 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 895.5906372070s, input_fired_time: 7.9597692490, output_fired_time: 6.6192865372, propagate_forward_time: 326.8722839355, propagate_backward_time: 543.1569824219, weight_update_time: 0.9562141895, other_time: 10.9822998047
epoch time: 68.5945739746s, input_fired_time: 0.9790637493, output_fired_time: 0.0000000000, propagate_forward_time: 65.6517486572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9637603760
validation[          , genome  6154] predictions:    6062/  10000 (60.62%), best:    6078/10000 (60.78%), error:     11882.36035, best error:     11739.44141 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 893.0702514648s, input_fired_time: 7.9425797462, output_fired_time: 6.5992932320, propagate_forward_time: 326.6513366699, propagate_backward_time: 540.8370361328, weight_update_time: 0.9513458014, other_time: 11.0400390625
epoch time: 68.1166152954s, input_fired_time: 0.9676758051, output_fired_time: 0.0000000000, propagate_forward_time: 65.1710891724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9778518677
validation[          , genome  6154] predictions:    6104/  10000 (61.04%), best:    6078/10000 (60.78%), error:     11952.03125, best error:     11739.44141 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 888.9613647461s, input_fired_time: 7.9154734612, output_fired_time: 6.5753602982, propagate_forward_time: 324.2453002930, propagate_backward_time: 539.1930541992, weight_update_time: 0.9474982023, other_time: 11.0321655273
epoch time: 67.8027420044s, input_fired_time: 0.9676946402, output_fired_time: 0.0000000000, propagate_forward_time: 64.8517532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9832916260
validation[          , genome  6154] predictions:    6176/  10000 (61.76%), best:    6078/10000 (60.78%), error:     11787.62402, best error:     11739.44141 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 886.4505615234s, input_fired_time: 7.9070925713, output_fired_time: 6.5289616585, propagate_forward_time: 324.4636840820, propagate_backward_time: 536.5839843750, weight_update_time: 0.9495154619, other_time: 10.9667968750
epoch time: 67.3842010498s, input_fired_time: 0.9627697468, output_fired_time: 0.0000000000, propagate_forward_time: 64.4580307007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9634017944
validation[          , genome  6154] predictions:    6132/  10000 (61.32%), best:    6078/10000 (60.78%), error:     11782.91016, best error:     11739.44141 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 887.5451049805s, input_fired_time: 7.9138522148, output_fired_time: 6.5343532562, propagate_forward_time: 324.6289978027, propagate_backward_time: 537.4179687500, weight_update_time: 0.9552944303, other_time: 11.0499267578
epoch time: 67.7034988403s, input_fired_time: 0.9687309265, output_fired_time: 0.0000000000, propagate_forward_time: 64.7434692383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9913024902
validation[          , genome  6154] predictions:    6121/  10000 (61.21%), best:    6121/10000 (61.21%), error:     11728.14648, best error:     11728.14648 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 883.7202148438s, input_fired_time: 7.9047188759, output_fired_time: 6.4969415665, propagate_forward_time: 323.3387756348, propagate_backward_time: 535.1726074219, weight_update_time: 0.9375751019, other_time: 10.8071289063
epoch time: 67.4122009277s, input_fired_time: 0.9687204361, output_fired_time: 0.0000000000, propagate_forward_time: 64.5152206421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9282608032
validation[          , genome  6154] predictions:    6165/  10000 (61.65%), best:    6121/10000 (61.21%), error:     11747.64844, best error:     11728.14648 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 880.5401611328s, input_fired_time: 7.8769865036, output_fired_time: 6.4505963326, propagate_forward_time: 321.2692565918, propagate_backward_time: 534.1986083984, weight_update_time: 0.9497651458, other_time: 10.7446289063
epoch time: 68.0046157837s, input_fired_time: 0.9760696888, output_fired_time: 0.0000000000, propagate_forward_time: 65.0805816650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9479675293
validation[          , genome  6154] predictions:    6148/  10000 (61.48%), best:    6121/10000 (61.21%), error:     11749.87402, best error:     11728.14648 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 891.7420654297s, input_fired_time: 7.9735102654, output_fired_time: 6.5634021759, propagate_forward_time: 326.1577453613, propagate_backward_time: 540.0593872070, weight_update_time: 0.9483478665, other_time: 10.9879760742
epoch time: 67.9803543091s, input_fired_time: 0.9781822562, output_fired_time: 0.0000000000, propagate_forward_time: 65.0127563477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9894180298
validation[          , genome  6154] predictions:    6082/  10000 (60.82%), best:    6121/10000 (61.21%), error:     11816.45996, best error:     11728.14648 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 890.3486328125s, input_fired_time: 7.9685072899, output_fired_time: 6.5606422424, propagate_forward_time: 325.6155395508, propagate_backward_time: 539.1239624023, weight_update_time: 0.9556688666, other_time: 11.0799560547
epoch time: 67.9358520508s, input_fired_time: 0.9759805202, output_fired_time: 0.0000000000, propagate_forward_time: 64.9903564453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9695129395
validation[          , genome  6154] predictions:    6185/  10000 (61.85%), best:    6185/10000 (61.85%), error:     11689.75098, best error:     11689.75098 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 889.2098999023s, input_fired_time: 7.9334836006, output_fired_time: 6.6133518219, propagate_forward_time: 324.5505065918, propagate_backward_time: 539.0634155273, weight_update_time: 0.9586709142, other_time: 11.0491333008
epoch time: 67.4155044556s, input_fired_time: 0.9677546620, output_fired_time: 0.0000000000, propagate_forward_time: 64.4787216187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9690246582
validation[          , genome  6154] predictions:    6172/  10000 (61.72%), best:    6185/10000 (61.85%), error:     11770.16602, best error:     11689.75098 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 888.0666503906s, input_fired_time: 7.9295105934, output_fired_time: 6.5524787903, propagate_forward_time: 324.4400634766, propagate_backward_time: 538.0529174805, weight_update_time: 0.9549729824, other_time: 11.0916748047
epoch time: 68.9103851318s, input_fired_time: 0.9871781468, output_fired_time: 0.0000000000, propagate_forward_time: 65.9418487549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9813613892
validation[          , genome  6154] predictions:    6134/  10000 (61.34%), best:    6185/10000 (61.85%), error:     11694.24414, best error:     11689.75098 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 895.7298583984s, input_fired_time: 7.9970755577, output_fired_time: 6.5777120590, propagate_forward_time: 327.4839782715, propagate_backward_time: 542.5848388672, weight_update_time: 0.9534096718, other_time: 11.0863037109
epoch time: 67.9988327026s, input_fired_time: 0.9771215320, output_fired_time: 0.0000000000, propagate_forward_time: 65.0300521851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9916610718
validation[          , genome  6154] predictions:    6180/  10000 (61.80%), best:    6185/10000 (61.85%), error:     11843.14941, best error:     11689.75098 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 896.8926391602s, input_fired_time: 8.0114154816, output_fired_time: 6.5711183548, propagate_forward_time: 327.6286621094, propagate_backward_time: 543.5191650391, weight_update_time: 0.9644217491, other_time: 11.1622924805
epoch time: 67.7387466431s, input_fired_time: 0.9739273787, output_fired_time: 0.0000000000, propagate_forward_time: 64.7765579224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9882583618
validation[          , genome  6154] predictions:    6137/  10000 (61.37%), best:    6185/10000 (61.85%), error:     11793.03613, best error:     11689.75098 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 889.8438720703s, input_fired_time: 7.9589290619, output_fired_time: 6.5774965286, propagate_forward_time: 325.2803344727, propagate_backward_time: 539.0292968750, weight_update_time: 0.9401873946, other_time: 10.9978027344
epoch time: 67.7743759155s, input_fired_time: 0.9753088355, output_fired_time: 0.0000000000, propagate_forward_time: 64.8187255859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9803390503
validation[          , genome  6154] predictions:    6125/  10000 (61.25%), best:    6185/10000 (61.85%), error:     11788.06836, best error:     11689.75098 on epoch:    95, 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: 340.0999755859s, input_fired_time: 4.8725962639, output_fired_time: 0.0000000000, propagate_forward_time: 325.1680603027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 10.0593261719
best training[          , genome  6154] predictions:   39751/  50000 (79.50%), best:    6185/10000 (61.85%), error:     31293.74219, best error:     11689.75098 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 68.1706771851s, input_fired_time: 0.9771976471, output_fired_time: 0.0000000000, propagate_forward_time: 65.2035675049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9899139404
   testing[          , genome  6154] predictions:    6185/  10000 (61.85%), best:    6185/10000 (61.85%), error:     11689.75098, best error:     11689.75098 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:26:44 (12240): called boinc_finish(0)

</stderr_txt>
]]>