Nameexact_genome_1512568488_45_7123_2
Workunit2606810
Created8 Dec 2017, 0:04:14 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline19 Dec 2017, 7:32:50 UTC
Received8 Dec 2017, 19:21:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time6 hours 53 min 13 sec
CPU time5 hours 32 min 39 sec
Validate stateValid
Credit2,826.41
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.66 MB
Peak swap size159.66 MB
Peak disk usage2.71 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
  11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 180.6215820313s, input_fired_time: 1.7246969938, output_fired_time: 1.5773544312, propagate_forward_time: 67.8074569702, propagate_backward_time: 106.1952514648, weight_update_time: 0.1989712417, other_time: 3.3168106079
epoch time: 14.0263090134s, input_fired_time: 0.2125973254, output_fired_time: 0.0000000000, propagate_forward_time: 13.2036600113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6100521088
validation[          , genome  7123] predictions:    9758/  10000 (97.58%), best:    9777/10000 (97.77%), error:       859.77295, best error:       768.31079 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 181.4850769043s, input_fired_time: 1.7578275204, output_fired_time: 1.5488600731, propagate_forward_time: 68.6279907227, propagate_backward_time: 106.2089157104, weight_update_time: 0.2007105350, other_time: 3.3414840698
epoch time: 16.7354602814s, input_fired_time: 0.2582387328, output_fired_time: 0.0000000000, propagate_forward_time: 15.9189701080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5582523346
validation[          , genome  7123] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       769.03418, best error:       768.31079 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 189.2159118652s, input_fired_time: 1.7816025019, output_fired_time: 1.6369904280, propagate_forward_time: 71.7325439453, propagate_backward_time: 110.6829986572, weight_update_time: 0.2070383132, other_time: 3.3817749023
epoch time: 15.3746814728s, input_fired_time: 0.2130765468, output_fired_time: 0.0000000000, propagate_forward_time: 14.5212106705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6403942108
validation[          , genome  7123] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       847.25165, best error:       768.31079 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 185.7912597656s, input_fired_time: 1.8090702295, output_fired_time: 1.6943176985, propagate_forward_time: 70.2084350586, propagate_backward_time: 108.7695770264, weight_update_time: 0.2019966692, other_time: 3.3098602295
epoch time: 15.9396953583s, input_fired_time: 0.2240068465, output_fired_time: 0.0000000000, propagate_forward_time: 15.1257257462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5899629593
validation[          , genome  7123] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       824.40692, best error:       768.31079 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 278.4211120605s, input_fired_time: 2.7757642269, output_fired_time: 2.3392643929, propagate_forward_time: 106.8210906982, propagate_backward_time: 162.6666107178, weight_update_time: 0.2516258657, other_time: 3.8183898926
epoch time: 22.1731605530s, input_fired_time: 0.2381132394, output_fired_time: 0.0000000000, propagate_forward_time: 20.5463962555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3886508942
validation[          , genome  7123] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       763.18872, best error:       763.18872 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 286.8351745605s, input_fired_time: 3.4158961773, output_fired_time: 1.8768988848, propagate_forward_time: 108.0233840942, propagate_backward_time: 168.4891967773, weight_update_time: 0.2373926789, other_time: 5.0298156738
epoch time: 22.7647590637s, input_fired_time: 0.2553028166, output_fired_time: 0.0000000000, propagate_forward_time: 21.5588550568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9506015778
validation[          , genome  7123] predictions:    9776/  10000 (97.76%), best:    9775/10000 (97.75%), error:       781.60492, best error:       763.18872 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 283.7089538574s, input_fired_time: 2.7730140686, output_fired_time: 2.5918874741, propagate_forward_time: 107.8282318115, propagate_backward_time: 164.8015594482, weight_update_time: 0.2218746394, other_time: 5.7142639160
epoch time: 25.7550811768s, input_fired_time: 0.3023093343, output_fired_time: 0.0000000000, propagate_forward_time: 24.7350120544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7177600861
validation[          , genome  7123] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       757.76257, best error:       757.76257 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 288.0008850098s, input_fired_time: 2.2483954430, output_fired_time: 2.6270782948, propagate_forward_time: 112.1708755493, propagate_backward_time: 166.4743194580, weight_update_time: 0.2221823633, other_time: 4.4802398682
epoch time: 22.2981128693s, input_fired_time: 0.2394260317, output_fired_time: 0.0000000000, propagate_forward_time: 21.3853168488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733703613
validation[          , genome  7123] predictions:    9715/  10000 (97.15%), best:    9777/10000 (97.77%), error:       861.26038, best error:       757.76257 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 402.0871276855s, input_fired_time: 3.8374893665, output_fired_time: 3.1892011166, propagate_forward_time: 152.6512145996, propagate_backward_time: 235.2194213867, weight_update_time: 0.6441379786, other_time: 7.1897888184
epoch time: 44.5082740784s, input_fired_time: 0.6606844664, output_fired_time: 0.0000000000, propagate_forward_time: 41.3584899902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4891014099
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       693.80408, best error:       693.80408 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 490.2703857422s, input_fired_time: 3.5878636837, output_fired_time: 4.1106615067, propagate_forward_time: 189.9764556885, propagate_backward_time: 284.2317199707, weight_update_time: 0.3626023233, other_time: 8.3636779785
epoch time: 25.2482223511s, input_fired_time: 0.6481783986, output_fired_time: 0.0000000000, propagate_forward_time: 23.6165580750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9834861755
validation[          , genome  7123] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       676.47205, best error:       676.47205 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 294.5013732910s, input_fired_time: 2.7629923820, output_fired_time: 1.7993453741, propagate_forward_time: 112.9889602661, propagate_backward_time: 171.8666076660, weight_update_time: 0.2691032588, other_time: 5.0834655762
epoch time: 25.7832279205s, input_fired_time: 0.2395653576, output_fired_time: 0.0000000000, propagate_forward_time: 24.2942657471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2493972778
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9782/10000 (97.82%), error:       700.04028, best error:       676.47205 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 297.5185546875s, input_fired_time: 2.6617565155, output_fired_time: 2.7227754593, propagate_forward_time: 113.9949798584, propagate_backward_time: 172.8739471436, weight_update_time: 0.4724650383, other_time: 5.2651062012
epoch time: 23.2642993927s, input_fired_time: 0.3320937157, output_fired_time: 0.0000000000, propagate_forward_time: 22.3094711304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6227340698
validation[          , genome  7123] predictions:    9791/  10000 (97.91%), best:    9782/10000 (97.82%), error:       739.97418, best error:       676.47205 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 363.6945190430s, input_fired_time: 3.9368386269, output_fired_time: 4.3728094101, propagate_forward_time: 139.0588378906, propagate_backward_time: 210.4840545654, weight_update_time: 0.3944583237, other_time: 5.8419952393
epoch time: 27.3144359589s, input_fired_time: 0.4302572906, output_fired_time: 0.0000000000, propagate_forward_time: 26.2296447754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6545333862
validation[          , genome  7123] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       781.74078, best error:       676.47205 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 187.0150909424s, input_fired_time: 2.0291993618, output_fired_time: 1.7708216906, propagate_forward_time: 69.9976806641, propagate_backward_time: 109.7434158325, weight_update_time: 0.2065371573, other_time: 3.4739608765
epoch time: 15.2710685730s, input_fired_time: 0.2910307944, output_fired_time: 0.0000000000, propagate_forward_time: 14.4225749969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574626923
validation[          , genome  7123] predictions:    9779/  10000 (97.79%), best:    9782/10000 (97.82%), error:       769.12561, best error:       676.47205 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 188.6108551025s, input_fired_time: 1.7439132929, output_fired_time: 1.6116677523, propagate_forward_time: 71.6702499390, propagate_backward_time: 110.2435913086, weight_update_time: 0.1994285136, other_time: 3.3414382935
epoch time: 13.0925645828s, input_fired_time: 0.2060180902, output_fired_time: 0.0000000000, propagate_forward_time: 12.3455524445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409936905
validation[          , genome  7123] predictions:    9757/  10000 (97.57%), best:    9782/10000 (97.82%), error:       791.45673, best error:       676.47205 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 181.9678192139s, input_fired_time: 1.8086600304, output_fired_time: 1.6034451723, propagate_forward_time: 69.0743637085, propagate_backward_time: 106.3435211182, weight_update_time: 0.1955807656, other_time: 3.1378402710
epoch time: 13.8122072220s, input_fired_time: 0.2102385312, output_fired_time: 0.0000000000, propagate_forward_time: 13.0525732040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5493955612
validation[          , genome  7123] predictions:    9747/  10000 (97.47%), best:    9782/10000 (97.82%), error:       827.68542, best error:       676.47205 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 175.1310882568s, input_fired_time: 1.7120968103, output_fired_time: 1.4899245501, propagate_forward_time: 65.8949127197, propagate_backward_time: 102.7295761108, weight_update_time: 0.1950282604, other_time: 3.3045730591
epoch time: 13.2304944992s, input_fired_time: 0.2068106085, output_fired_time: 0.0000000000, propagate_forward_time: 12.4791402817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5445432663
validation[          , genome  7123] predictions:    9726/  10000 (97.26%), best:    9782/10000 (97.82%), error:       910.95618, best error:       676.47205 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 174.6842956543s, input_fired_time: 1.7070384026, output_fired_time: 1.5797632933, propagate_forward_time: 66.0463638306, propagate_backward_time: 102.1428451538, weight_update_time: 0.1948946565, other_time: 3.2082977295
epoch time: 14.1060705185s, input_fired_time: 0.2129639238, output_fired_time: 0.0000000000, propagate_forward_time: 13.3354520798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5576543808
validation[          , genome  7123] predictions:    9789/  10000 (97.89%), best:    9782/10000 (97.82%), error:       769.04468, best error:       676.47205 on epoch:    24, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 212.5672760010s, input_fired_time: 2.1534888744, output_fired_time: 1.8253345490, propagate_forward_time: 80.9549636841, propagate_backward_time: 123.5848770142, weight_update_time: 0.2003392577, other_time: 4.0486145020
epoch time: 29.7172298431s, input_fired_time: 0.6319345236, output_fired_time: 0.0000000000, propagate_forward_time: 27.7748832703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3104114532
validation[          , genome  7123] predictions:    9780/  10000 (97.80%), best:    9782/10000 (97.82%), error:       729.92053, best error:       676.47205 on epoch:    24, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 309.3676147461s, input_fired_time: 3.0952265263, output_fired_time: 2.6192409992, propagate_forward_time: 118.0454101563, propagate_backward_time: 179.0841979980, weight_update_time: 0.2221727073, other_time: 6.5235595703
epoch time: 27.4017772675s, input_fired_time: 0.2409123778, output_fired_time: 0.0000000000, propagate_forward_time: 26.2749633789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8859024048
validation[          , genome  7123] predictions:    9707/  10000 (97.07%), best:    9782/10000 (97.82%), error:       901.71008, best error:       676.47205 on epoch:    24, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 325.0768432617s, input_fired_time: 2.8284554482, output_fired_time: 2.6216299534, propagate_forward_time: 124.0959701538, propagate_backward_time: 190.2539215088, weight_update_time: 0.2225316614, other_time: 5.2768402100
epoch time: 25.8697013855s, input_fired_time: 0.3333927393, output_fired_time: 0.0000000000, propagate_forward_time: 24.1639575958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3723506927
validation[          , genome  7123] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       889.42249, best error:       676.47205 on epoch:    24, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 409.4583740234s, input_fired_time: 3.2546489239, output_fired_time: 4.6607441902, propagate_forward_time: 157.1327667236, propagate_backward_time: 235.7841491699, weight_update_time: 0.3158139884, other_time: 8.6260833740
epoch time: 27.6249446869s, input_fired_time: 0.3658678532, output_fired_time: 0.0000000000, propagate_forward_time: 26.0744247437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1846523285
validation[          , genome  7123] predictions:    9733/  10000 (97.33%), best:    9782/10000 (97.82%), error:       872.76709, best error:       676.47205 on epoch:    24, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 341.7292785645s, input_fired_time: 4.1487770081, output_fired_time: 3.2044494152, propagate_forward_time: 127.9774322510, propagate_backward_time: 199.7631530762, weight_update_time: 0.4254468977, other_time: 6.6354827881
epoch time: 24.0013198853s, input_fired_time: 0.4908012748, output_fired_time: 0.0000000000, propagate_forward_time: 22.5763607025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9341583252
validation[          , genome  7123] predictions:    9772/  10000 (97.72%), best:    9782/10000 (97.82%), error:       780.77704, best error:       676.47205 on epoch:    24, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 535.7957153320s, input_fired_time: 5.4293570518, output_fired_time: 6.2026534081, propagate_forward_time: 204.8620147705, propagate_backward_time: 310.2144775391, weight_update_time: 0.7225612998, other_time: 9.0872192383
epoch time: 18.7449054718s, input_fired_time: 0.5434783697, output_fired_time: 0.0000000000, propagate_forward_time: 17.1847305298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0166969299
validation[          , genome  7123] predictions:    9792/  10000 (97.92%), best:    9782/10000 (97.82%), error:       686.62048, best error:       676.47205 on epoch:    24, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 189.1112365723s, input_fired_time: 1.7886846066, output_fired_time: 1.6674226522, propagate_forward_time: 71.7870635986, propagate_backward_time: 110.5151519775, weight_update_time: 0.2049386054, other_time: 3.3529205322
epoch time: 15.1019058228s, input_fired_time: 0.2164875567, output_fired_time: 0.0000000000, propagate_forward_time: 14.3209323883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644855499
validation[          , genome  7123] predictions:    9770/  10000 (97.70%), best:    9782/10000 (97.82%), error:       768.42804, best error:       676.47205 on epoch:    24, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 196.6571044922s, input_fired_time: 1.8004037142, output_fired_time: 1.8431720734, propagate_forward_time: 74.6430816650, propagate_backward_time: 114.8372573853, weight_update_time: 0.3329511881, other_time: 3.5331954956
epoch time: 14.0996036530s, input_fired_time: 0.2132480294, output_fired_time: 0.0000000000, propagate_forward_time: 13.3289327621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5574226379
validation[          , genome  7123] predictions:    9766/  10000 (97.66%), best:    9782/10000 (97.82%), error:       770.92072, best error:       676.47205 on epoch:    24, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 186.9352874756s, input_fired_time: 1.7916630507, output_fired_time: 1.5825189352, propagate_forward_time: 70.3798980713, propagate_backward_time: 109.8033218384, weight_update_time: 0.2058264762, other_time: 3.3778915405
epoch time: 14.2602148056s, input_fired_time: 0.2127074748, output_fired_time: 0.0000000000, propagate_forward_time: 13.4513492584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961580276
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9782/10000 (97.82%), error:       695.28864, best error:       676.47205 on epoch:    24, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 194.9177398682s, input_fired_time: 1.9001539946, output_fired_time: 1.7351058722, propagate_forward_time: 74.0763626099, propagate_backward_time: 113.9730377197, weight_update_time: 0.2034231871, other_time: 3.2330856323
epoch time: 13.3876791000s, input_fired_time: 0.2122256011, output_fired_time: 0.0000000000, propagate_forward_time: 12.6284017563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5470514297
validation[          , genome  7123] predictions:    9734/  10000 (97.34%), best:    9782/10000 (97.82%), error:       872.75623, best error:       676.47205 on epoch:    24, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 184.3424835205s, input_fired_time: 1.8092124462, output_fired_time: 1.5823923349, propagate_forward_time: 69.6703948975, propagate_backward_time: 108.1280670166, weight_update_time: 0.1969529092, other_time: 3.1524047852
epoch time: 13.7234487534s, input_fired_time: 0.2105273306, output_fired_time: 0.0000000000, propagate_forward_time: 12.9642858505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486354828
validation[          , genome  7123] predictions:    9794/  10000 (97.94%), best:    9782/10000 (97.82%), error:       688.85510, best error:       676.47205 on epoch:    24, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 182.6517944336s, input_fired_time: 1.7457967997, output_fired_time: 1.5370587111, propagate_forward_time: 69.4281158447, propagate_backward_time: 106.4346008301, weight_update_time: 0.2921101451, other_time: 3.5062103271
epoch time: 15.4298257828s, input_fired_time: 0.2155536115, output_fired_time: 0.0000000000, propagate_forward_time: 14.6558485031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584239960
validation[          , genome  7123] predictions:    9760/  10000 (97.60%), best:    9782/10000 (97.82%), error:       745.37872, best error:       676.47205 on epoch:    24, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 184.1638641357s, input_fired_time: 1.7482844591, output_fired_time: 1.6660511494, propagate_forward_time: 69.5525588989, propagate_backward_time: 107.9976730347, weight_update_time: 0.2000264376, other_time: 3.1992950439
epoch time: 15.3838682175s, input_fired_time: 0.2212851048, output_fired_time: 0.0000000000, propagate_forward_time: 14.5858240128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5767593384
validation[          , genome  7123] predictions:    9781/  10000 (97.81%), best:    9782/10000 (97.82%), error:       728.59583, best error:       676.47205 on epoch:    24, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 184.7926940918s, input_fired_time: 1.8537939787, output_fired_time: 1.7201756239, propagate_forward_time: 69.5716323853, propagate_backward_time: 108.3717803955, weight_update_time: 0.1961193234, other_time: 3.2753219604
epoch time: 13.4574241638s, input_fired_time: 0.2100065798, output_fired_time: 0.0000000000, propagate_forward_time: 12.7005681992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5468492508
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9782/10000 (97.82%), error:       721.43799, best error:       676.47205 on epoch:    24, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 185.5584869385s, input_fired_time: 1.7558289766, output_fired_time: 1.7099070549, propagate_forward_time: 69.9046554565, propagate_backward_time: 108.8871459961, weight_update_time: 0.1996850520, other_time: 3.3009567261
epoch time: 13.8968296051s, input_fired_time: 0.2104289681, output_fired_time: 0.0000000000, propagate_forward_time: 13.1365032196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5498971939
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       809.47833, best error:       676.47205 on epoch:    24, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 180.3964538574s, input_fired_time: 1.9558401108, output_fired_time: 1.6009074450, propagate_forward_time: 68.1188278198, propagate_backward_time: 105.5741119385, weight_update_time: 0.1966769099, other_time: 3.1467666626
epoch time: 14.1846046448s, input_fired_time: 0.2132045627, output_fired_time: 0.0000000000, propagate_forward_time: 13.4143114090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570888519
validation[          , genome  7123] predictions:    9751/  10000 (97.51%), best:    9782/10000 (97.82%), error:       745.96783, best error:       676.47205 on epoch:    24, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.0325622559s, input_fired_time: 1.7516080141, output_fired_time: 1.5227746964, propagate_forward_time: 66.5677185059, propagate_backward_time: 103.0484085083, weight_update_time: 0.1962759793, other_time: 3.1420516968
epoch time: 15.1272869110s, input_fired_time: 0.2186067700, output_fired_time: 0.0000000000, propagate_forward_time: 14.3463602066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5623197556
validation[          , genome  7123] predictions:    9826/  10000 (98.26%), best:    9826/10000 (98.26%), error:       632.69110, best error:       632.69110 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 184.7470092773s, input_fired_time: 1.8663721085, output_fired_time: 1.7009638548, propagate_forward_time: 69.6602859497, propagate_backward_time: 108.2538146973, weight_update_time: 0.1969186366, other_time: 3.2655715942
epoch time: 14.9406032562s, input_fired_time: 0.2255332619, output_fired_time: 0.0000000000, propagate_forward_time: 14.1349210739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801486969
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9826/10000 (98.26%), error:       689.92267, best error:       632.69110 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 181.0508117676s, input_fired_time: 1.7331192493, output_fired_time: 1.4981185198, propagate_forward_time: 68.2974624634, propagate_backward_time: 106.2851715088, weight_update_time: 0.1942285150, other_time: 3.2369308472
epoch time: 16.2044849396s, input_fired_time: 0.3034305274, output_fired_time: 0.0000000000, propagate_forward_time: 15.3571300507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5439243317
validation[          , genome  7123] predictions:    9783/  10000 (97.83%), best:    9826/10000 (98.26%), error:       766.18774, best error:       632.69110 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 285.1832580566s, input_fired_time: 2.5991992950, output_fired_time: 2.2849776745, propagate_forward_time: 110.0723953247, propagate_backward_time: 165.2786407471, weight_update_time: 0.2631265223, other_time: 4.9480438232
epoch time: 26.4734420776s, input_fired_time: 0.2435154170, output_fired_time: 0.0000000000, propagate_forward_time: 25.0585994720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1713275909
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9826/10000 (98.26%), error:       650.56854, best error:       632.69110 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 313.3259277344s, input_fired_time: 2.6886336803, output_fired_time: 2.5243520737, propagate_forward_time: 121.6869201660, propagate_backward_time: 181.0865173340, weight_update_time: 0.2217805237, other_time: 5.3395080566
epoch time: 25.4980926514s, input_fired_time: 0.7418624163, output_fired_time: 0.0000000000, propagate_forward_time: 23.4926166534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2636127472
validation[          , genome  7123] predictions:    9810/  10000 (98.10%), best:    9826/10000 (98.26%), error:       655.68854, best error:       632.69110 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 301.8329162598s, input_fired_time: 2.8462488651, output_fired_time: 2.7525684834, propagate_forward_time: 116.3684921265, propagate_backward_time: 174.7217102051, weight_update_time: 0.2536126971, other_time: 5.1438903809
epoch time: 21.6092643738s, input_fired_time: 0.2428226620, output_fired_time: 0.0000000000, propagate_forward_time: 20.4940834045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8723583221
validation[          , genome  7123] predictions:    9809/  10000 (98.09%), best:    9826/10000 (98.26%), error:       673.51062, best error:       632.69110 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 289.3590087891s, input_fired_time: 2.0216460228, output_fired_time: 2.0851111412, propagate_forward_time: 110.3317871094, propagate_backward_time: 169.6415405273, weight_update_time: 0.2293965816, other_time: 5.2789306641
epoch time: 23.5073471069s, input_fired_time: 0.8375432491, output_fired_time: 0.0000000000, propagate_forward_time: 21.5006980896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1691055298
validation[          , genome  7123] predictions:    9821/  10000 (98.21%), best:    9826/10000 (98.26%), error:       680.45496, best error:       632.69110 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 277.1789855957s, input_fired_time: 3.0149304867, output_fired_time: 2.2760579586, propagate_forward_time: 105.1168441772, propagate_backward_time: 161.4191741943, weight_update_time: 0.2221522182, other_time: 5.3519744873
epoch time: 22.4180450439s, input_fired_time: 0.2429541945, output_fired_time: 0.0000000000, propagate_forward_time: 21.2850303650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8900604248
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9826/10000 (98.26%), error:       700.86194, best error:       632.69110 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 272.6908569336s, input_fired_time: 2.9523715973, output_fired_time: 3.0261073112, propagate_forward_time: 102.6822662354, propagate_backward_time: 159.2151336670, weight_update_time: 0.2252953649, other_time: 4.8150024414
epoch time: 23.3794918060s, input_fired_time: 0.2741943896, output_fired_time: 0.0000000000, propagate_forward_time: 21.6542720795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4510250092
validation[          , genome  7123] predictions:    9793/  10000 (97.93%), best:    9826/10000 (98.26%), error:       674.15796, best error:       632.69110 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 282.0163879395s, input_fired_time: 2.4549865723, output_fired_time: 2.0243585110, propagate_forward_time: 108.7300720215, propagate_backward_time: 163.6536560059, weight_update_time: 0.4721449018, other_time: 5.1533203125
epoch time: 22.3170013428s, input_fired_time: 0.2429343164, output_fired_time: 0.0000000000, propagate_forward_time: 21.4037113190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703548431
validation[          , genome  7123] predictions:    9750/  10000 (97.50%), best:    9826/10000 (98.26%), error:       856.86694, best error:       632.69110 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 281.2047424316s, input_fired_time: 2.8084397316, output_fired_time: 2.7999708652, propagate_forward_time: 105.6989212036, propagate_backward_time: 165.7265930176, weight_update_time: 0.2380301952, other_time: 4.1708374023
epoch time: 25.1948471069s, input_fired_time: 0.5095741153, output_fired_time: 0.0000000000, propagate_forward_time: 24.0310039520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6542682648
validation[          , genome  7123] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       618.73761, best error:       618.73761 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 304.5487976074s, input_fired_time: 3.1673491001, output_fired_time: 2.0782117844, propagate_forward_time: 114.9868392944, propagate_backward_time: 179.0058441162, weight_update_time: 0.5674924850, other_time: 5.3105316162
epoch time: 24.2627429962s, input_fired_time: 0.2781573236, output_fired_time: 0.0000000000, propagate_forward_time: 22.7955894470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1889953613
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       657.43896, best error:       618.73761 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 217.7167663574s, input_fired_time: 2.0885915756, output_fired_time: 1.8373324871, propagate_forward_time: 81.6659545898, propagate_backward_time: 128.5375213623, weight_update_time: 0.2065068781, other_time: 3.5873718262
epoch time: 14.2061624527s, input_fired_time: 0.2196661532, output_fired_time: 0.0000000000, propagate_forward_time: 13.4194517136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5670442581
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       690.39075, best error:       618.73761 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 180.6984405518s, input_fired_time: 1.8411889076, output_fired_time: 1.5721807480, propagate_forward_time: 68.0174102783, propagate_backward_time: 105.8802490234, weight_update_time: 0.2008840740, other_time: 3.3874206543
epoch time: 14.1846323013s, input_fired_time: 0.2202744186, output_fired_time: 0.0000000000, propagate_forward_time: 13.3951759338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691823959
validation[          , genome  7123] predictions:    9809/  10000 (98.09%), best:    9818/10000 (98.18%), error:       735.37091, best error:       618.73761 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 179.9101867676s, input_fired_time: 1.7848846912, output_fired_time: 1.5394961834, propagate_forward_time: 68.0520248413, propagate_backward_time: 105.3189620972, weight_update_time: 0.1993628889, other_time: 3.2148284912
epoch time: 14.3015146255s, input_fired_time: 0.2570476532, output_fired_time: 0.0000000000, propagate_forward_time: 13.4392747879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6051921844
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       652.58887, best error:       618.73761 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 181.2443542480s, input_fired_time: 1.8132140636, output_fired_time: 1.5446768999, propagate_forward_time: 68.2296600342, propagate_backward_time: 106.3688735962, weight_update_time: 0.1988191754, other_time: 3.2879257202
epoch time: 14.0465869904s, input_fired_time: 0.2187895626, output_fired_time: 0.0000000000, propagate_forward_time: 13.2602386475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5675592422
validation[          , genome  7123] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       676.50378, best error:       618.73761 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 187.5292053223s, input_fired_time: 1.7925300598, output_fired_time: 1.5786600113, propagate_forward_time: 70.7943267822, propagate_backward_time: 110.0758666992, weight_update_time: 0.2004432827, other_time: 3.2878265381
epoch time: 14.1981954575s, input_fired_time: 0.2644248009, output_fired_time: 0.0000000000, propagate_forward_time: 13.3649463654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688247681
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9818/10000 (98.18%), error:       690.57434, best error:       618.73761 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 181.3633880615s, input_fired_time: 1.7556749582, output_fired_time: 1.5649800301, propagate_forward_time: 68.2402496338, propagate_backward_time: 106.4876937866, weight_update_time: 0.1996174604, other_time: 3.3147811890
epoch time: 13.2987699509s, input_fired_time: 0.2136100829, output_fired_time: 0.0000000000, propagate_forward_time: 12.5390892029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5460710526
validation[          , genome  7123] predictions:    9762/  10000 (97.62%), best:    9818/10000 (98.18%), error:       799.97485, best error:       618.73761 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 174.7231750488s, input_fired_time: 1.7325297594, output_fired_time: 1.5140880346, propagate_forward_time: 65.8888549805, propagate_backward_time: 102.4208984375, weight_update_time: 0.1949233562, other_time: 3.1668090820
epoch time: 15.1670866013s, input_fired_time: 0.2086728215, output_fired_time: 0.0000000000, propagate_forward_time: 14.3321676254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6262464523
validation[          , genome  7123] predictions:    9804/  10000 (98.04%), best:    9818/10000 (98.18%), error:       670.84540, best error:       618.73761 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 174.1730651855s, input_fired_time: 1.7599105835, output_fired_time: 1.5683423281, propagate_forward_time: 65.2046508789, propagate_backward_time: 102.4634857178, weight_update_time: 0.1950692683, other_time: 3.1766662598
epoch time: 13.1423044205s, input_fired_time: 0.2125246525, output_fired_time: 0.0000000000, propagate_forward_time: 12.3881759644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5416040421
validation[          , genome  7123] predictions:    9791/  10000 (97.91%), best:    9818/10000 (98.18%), error:       694.91724, best error:       618.73761 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 174.3296203613s, input_fired_time: 1.7722525597, output_fired_time: 1.5386036634, propagate_forward_time: 65.6669692993, propagate_backward_time: 102.2113876343, weight_update_time: 0.1924252361, other_time: 3.1404113770
epoch time: 14.0945043564s, input_fired_time: 0.2557334304, output_fired_time: 0.0000000000, propagate_forward_time: 13.2681875229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5705833435
validation[          , genome  7123] predictions:    9799/  10000 (97.99%), best:    9818/10000 (98.18%), error:       718.54095, best error:       618.73761 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 171.5539855957s, input_fired_time: 1.7299590111, output_fired_time: 1.4625827074, propagate_forward_time: 65.0044708252, propagate_backward_time: 100.2581405640, weight_update_time: 0.1938864589, other_time: 3.0988235474
epoch time: 13.6852550507s, input_fired_time: 0.2140100002, output_fired_time: 0.0000000000, propagate_forward_time: 12.9184370041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528078079
validation[          , genome  7123] predictions:    9742/  10000 (97.42%), best:    9818/10000 (98.18%), error:       896.32819, best error:       618.73761 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 172.8772583008s, input_fired_time: 1.8546160460, output_fired_time: 1.4680058956, propagate_forward_time: 65.3081207275, propagate_backward_time: 101.0446624756, weight_update_time: 0.2396640927, other_time: 3.2018585205
epoch time: 13.6398477554s, input_fired_time: 0.2174486518, output_fired_time: 0.0000000000, propagate_forward_time: 12.8682212830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5541782379
validation[          , genome  7123] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       712.53809, best error:       618.73761 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 171.4746856689s, input_fired_time: 1.7909564972, output_fired_time: 1.4696561098, propagate_forward_time: 64.8333053589, propagate_backward_time: 100.1349487305, weight_update_time: 0.1932127625, other_time: 3.2458267212
epoch time: 14.4387435913s, input_fired_time: 0.2444683164, output_fired_time: 0.0000000000, propagate_forward_time: 13.6169500351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5773248672
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       680.56940, best error:       618.73761 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 171.6125335693s, input_fired_time: 1.7297189236, output_fired_time: 1.5266137123, propagate_forward_time: 65.0719757080, propagate_backward_time: 100.1891479492, weight_update_time: 0.1943391711, other_time: 3.0950775146
epoch time: 14.4752731323s, input_fired_time: 0.2613610029, output_fired_time: 0.0000000000, propagate_forward_time: 13.5927276611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6211843491
validation[          , genome  7123] predictions:    9767/  10000 (97.67%), best:    9818/10000 (98.18%), error:       781.64966, best error:       618.73761 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 169.9724121094s, input_fired_time: 1.7302120924, output_fired_time: 1.4737740755, propagate_forward_time: 64.4576644897, propagate_backward_time: 99.1614761353, weight_update_time: 0.1923202425, other_time: 3.1492919922
epoch time: 14.6365575790s, input_fired_time: 0.2595330775, output_fired_time: 0.0000000000, propagate_forward_time: 13.8147487640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622758865
validation[          , genome  7123] predictions:    9795/  10000 (97.95%), best:    9818/10000 (98.18%), error:       696.87897, best error:       618.73761 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 171.4183807373s, input_fired_time: 1.7340348959, output_fired_time: 1.4712018967, propagate_forward_time: 64.5609512329, propagate_backward_time: 100.4967803955, weight_update_time: 0.1912353039, other_time: 3.1554031372
epoch time: 13.3627710342s, input_fired_time: 0.2146213055, output_fired_time: 0.0000000000, propagate_forward_time: 12.6017532349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463962555
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       734.94818, best error:       618.73761 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 173.9572296143s, input_fired_time: 1.7404900789, output_fired_time: 1.5487089157, propagate_forward_time: 65.4811782837, propagate_backward_time: 101.8872375488, weight_update_time: 0.1905918717, other_time: 3.2996139526
epoch time: 15.1317605972s, input_fired_time: 0.2612723112, output_fired_time: 0.0000000000, propagate_forward_time: 14.2906675339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798206329
validation[          , genome  7123] predictions:    9788/  10000 (97.88%), best:    9818/10000 (98.18%), error:       744.97662, best error:       618.73761 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 172.5111999512s, input_fired_time: 1.8310663700, output_fired_time: 1.5012835264, propagate_forward_time: 65.0725860596, propagate_backward_time: 100.9481048584, weight_update_time: 0.2083052844, other_time: 3.1581573486
epoch time: 14.6220808029s, input_fired_time: 0.2904880643, output_fired_time: 0.0000000000, propagate_forward_time: 13.7409925461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906000137
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       698.30127, best error:       618.73761 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 177.4648590088s, input_fired_time: 1.8169900179, output_fired_time: 1.5158543587, propagate_forward_time: 66.7247238159, propagate_backward_time: 104.2496643066, weight_update_time: 0.1933694333, other_time: 3.1576309204
epoch time: 13.4889316559s, input_fired_time: 0.2154302150, output_fired_time: 0.0000000000, propagate_forward_time: 12.7268676758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5466337204
validation[          , genome  7123] predictions:    9810/  10000 (98.10%), best:    9818/10000 (98.18%), error:       703.62994, best error:       618.73761 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 172.2095336914s, input_fired_time: 1.7692618370, output_fired_time: 1.4714936018, propagate_forward_time: 64.6065216064, propagate_backward_time: 101.2404022217, weight_update_time: 0.1947185099, other_time: 3.1218566895
epoch time: 13.3106269836s, input_fired_time: 0.2132855207, output_fired_time: 0.0000000000, propagate_forward_time: 12.5379085541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5594329834
validation[          , genome  7123] predictions:    9800/  10000 (98.00%), best:    9818/10000 (98.18%), error:       668.41724, best error:       618.73761 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 174.5603027344s, input_fired_time: 1.7768141031, output_fired_time: 1.5142573118, propagate_forward_time: 65.9741744995, propagate_backward_time: 102.1159667969, weight_update_time: 0.2248440236, other_time: 3.1791000366
epoch time: 13.7363691330s, input_fired_time: 0.2215242535, output_fired_time: 0.0000000000, propagate_forward_time: 12.9570150375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5578298569
validation[          , genome  7123] predictions:    9818/  10000 (98.18%), best:    9818/10000 (98.18%), error:       638.32196, best error:       618.73761 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 174.8404388428s, input_fired_time: 1.7962154150, output_fired_time: 1.5090293884, propagate_forward_time: 65.7487945557, propagate_backward_time: 102.5171127319, weight_update_time: 0.2269688994, other_time: 3.2692794800
epoch time: 14.0157976151s, input_fired_time: 0.2324888408, output_fired_time: 0.0000000000, propagate_forward_time: 13.1874933243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958156586
validation[          , genome  7123] predictions:    9814/  10000 (98.14%), best:    9818/10000 (98.18%), error:       660.33716, best error:       618.73761 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 168.3524780273s, input_fired_time: 1.7462548018, output_fired_time: 1.4558997154, propagate_forward_time: 63.7756195068, propagate_backward_time: 98.2597351074, weight_update_time: 0.1917037219, other_time: 3.1149597168
epoch time: 13.5881366730s, input_fired_time: 0.2207156718, output_fired_time: 0.0000000000, propagate_forward_time: 12.8145217896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5528993607
validation[          , genome  7123] predictions:    9787/  10000 (97.87%), best:    9818/10000 (98.18%), error:       764.52026, best error:       618.73761 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 170.8785705566s, input_fired_time: 1.7535032034, output_fired_time: 1.4660698175, propagate_forward_time: 64.1223373413, propagate_backward_time: 100.3879852295, weight_update_time: 0.2106107175, other_time: 3.1486740112
epoch time: 14.5844163895s, input_fired_time: 0.2351645827, output_fired_time: 0.0000000000, propagate_forward_time: 13.7136449814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6356067657
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9818/10000 (98.18%), error:       786.64349, best error:       618.73761 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 171.8144683838s, input_fired_time: 1.7540353537, output_fired_time: 1.5315796137, propagate_forward_time: 64.9444274902, propagate_backward_time: 100.4755783081, weight_update_time: 0.1935358196, other_time: 3.1088485718
epoch time: 13.3292951584s, input_fired_time: 0.2154010236, output_fired_time: 0.0000000000, propagate_forward_time: 12.5675544739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5463399887
validation[          , genome  7123] predictions:    9754/  10000 (97.54%), best:    9818/10000 (98.18%), error:       864.64807, best error:       618.73761 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 168.9416046143s, input_fired_time: 1.7332254648, output_fired_time: 1.4770804644, propagate_forward_time: 63.4577522278, propagate_backward_time: 99.1641387939, weight_update_time: 0.1940109283, other_time: 3.1094055176
epoch time: 13.3831949234s, input_fired_time: 0.2174225301, output_fired_time: 0.0000000000, propagate_forward_time: 12.6141891479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5515832901
validation[          , genome  7123] predictions:    9771/  10000 (97.71%), best:    9818/10000 (98.18%), error:       796.58716, best error:       618.73761 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 166.4127502441s, input_fired_time: 1.7199258804, output_fired_time: 1.4549109936, propagate_forward_time: 62.3035087585, propagate_backward_time: 97.8551330566, weight_update_time: 0.1916573048, other_time: 3.0792694092
epoch time: 13.2844429016s, input_fired_time: 0.2164953053, output_fired_time: 0.0000000000, propagate_forward_time: 12.5246715546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5432758331
validation[          , genome  7123] predictions:    9798/  10000 (97.98%), best:    9818/10000 (98.18%), error:       701.26617, best error:       618.73761 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 182.5435180664s, input_fired_time: 1.7584557533, output_fired_time: 1.5095344782, propagate_forward_time: 69.5809860229, propagate_backward_time: 106.3219375610, weight_update_time: 0.1950072944, other_time: 3.3726043701
epoch time: 20.4217281342s, input_fired_time: 0.2363985479, output_fired_time: 0.0000000000, propagate_forward_time: 19.0900325775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0952968597
validation[          , genome  7123] predictions:    9832/  10000 (98.32%), best:    9818/10000 (98.18%), error:       630.36914, best error:       618.73761 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 256.2124023438s, input_fired_time: 1.8728184700, output_fired_time: 1.9177925587, propagate_forward_time: 96.6416625977, propagate_backward_time: 151.6405181885, weight_update_time: 0.2137036026, other_time: 4.1396179199
epoch time: 20.5395793915s, input_fired_time: 0.4904132187, output_fired_time: 0.0000000000, propagate_forward_time: 19.1984386444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8507270813
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       670.65979, best error:       618.73761 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 254.1225433350s, input_fired_time: 2.6192674637, output_fired_time: 2.1503989697, propagate_forward_time: 96.2579498291, propagate_backward_time: 148.4711761475, weight_update_time: 0.2116417438, other_time: 4.6237487793
epoch time: 19.4188823700s, input_fired_time: 0.2313506156, output_fired_time: 0.0000000000, propagate_forward_time: 18.3568668365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8306655884
validation[          , genome  7123] predictions:    9790/  10000 (97.90%), best:    9818/10000 (98.18%), error:       734.57990, best error:       618.73761 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 248.3710021973s, input_fired_time: 2.0852892399, output_fired_time: 2.1129312515, propagate_forward_time: 92.3220367432, propagate_backward_time: 146.7885284424, weight_update_time: 0.7090625167, other_time: 5.0622100830
epoch time: 20.3367614746s, input_fired_time: 0.2368133217, output_fired_time: 0.0000000000, propagate_forward_time: 19.4999294281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000194550
validation[          , genome  7123] predictions:    9753/  10000 (97.53%), best:    9818/10000 (98.18%), error:       824.49615, best error:       618.73761 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 252.0006408691s, input_fired_time: 3.1018927097, output_fired_time: 2.1317005157, propagate_forward_time: 100.2039489746, propagate_backward_time: 142.2144622803, weight_update_time: 0.2114891410, other_time: 4.3486328125
epoch time: 20.1224822998s, input_fired_time: 0.2345019877, output_fired_time: 0.0000000000, propagate_forward_time: 19.0429515839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8450279236
validation[          , genome  7123] predictions:    9774/  10000 (97.74%), best:    9818/10000 (98.18%), error:       794.06134, best error:       618.73761 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 250.8069305420s, input_fired_time: 2.3481223583, output_fired_time: 2.1161952019, propagate_forward_time: 97.8668518066, propagate_backward_time: 143.3911743164, weight_update_time: 0.4604290724, other_time: 5.0845794678
epoch time: 20.0537357330s, input_fired_time: 0.2366827428, output_fired_time: 0.0000000000, propagate_forward_time: 19.2289848328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880680084
validation[          , genome  7123] predictions:    9820/  10000 (98.20%), best:    9818/10000 (98.18%), error:       659.96210, best error:       618.73761 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 250.1132354736s, input_fired_time: 2.1022593975, output_fired_time: 2.3712265491, propagate_forward_time: 93.4777526855, propagate_backward_time: 147.5843505859, weight_update_time: 0.7097156048, other_time: 4.5776367188
epoch time: 19.8599891663s, input_fired_time: 0.2330853641, output_fired_time: 0.0000000000, propagate_forward_time: 18.2875823975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3393211365
validation[          , genome  7123] predictions:    9739/  10000 (97.39%), best:    9818/10000 (98.18%), error:       855.59161, best error:       618.73761 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 249.2016601563s, input_fired_time: 2.0967383385, output_fired_time: 1.8766548634, propagate_forward_time: 93.7832183838, propagate_backward_time: 146.3933715820, weight_update_time: 0.2075668275, other_time: 5.0516815186
epoch time: 19.9756069183s, input_fired_time: 0.4850958586, output_fired_time: 0.0000000000, propagate_forward_time: 18.6461963654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8443145752
validation[          , genome  7123] predictions:    9817/  10000 (98.17%), best:    9818/10000 (98.18%), error:       687.94067, best error:       618.73761 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 249.0741271973s, input_fired_time: 2.0935134888, output_fired_time: 2.1124434471, propagate_forward_time: 94.4669647217, propagate_backward_time: 145.5803833008, weight_update_time: 0.2095927000, other_time: 4.8208312988
epoch time: 19.8778934479s, input_fired_time: 0.2345071584, output_fired_time: 0.0000000000, propagate_forward_time: 18.8076934814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8356933594
validation[          , genome  7123] predictions:    9768/  10000 (97.68%), best:    9818/10000 (98.18%), error:       749.12683, best error:       618.73761 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 249.3486785889s, input_fired_time: 2.5973291397, output_fired_time: 1.8696781397, propagate_forward_time: 94.5176849365, propagate_backward_time: 145.5535583496, weight_update_time: 0.2085160017, other_time: 4.8104248047
epoch time: 20.2368850708s, input_fired_time: 0.2379667908, output_fired_time: 0.0000000000, propagate_forward_time: 18.9003734589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0985450745
validation[          , genome  7123] predictions:    9796/  10000 (97.96%), best:    9818/10000 (98.18%), error:       722.78265, best error:       618.73761 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 247.9819030762s, input_fired_time: 1.8420249224, output_fired_time: 2.3484840393, propagate_forward_time: 96.8339233398, propagate_backward_time: 142.6485748291, weight_update_time: 0.2082221210, other_time: 4.3088989258
epoch time: 20.6832523346s, input_fired_time: 0.4906573296, output_fired_time: 0.0000000000, propagate_forward_time: 19.3394317627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8531627655
validation[          , genome  7123] predictions:    9815/  10000 (98.15%), best:    9818/10000 (98.18%), error:       689.37976, best error:       618.73761 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 250.7832946777s, input_fired_time: 3.3578979969, output_fired_time: 2.6284680367, propagate_forward_time: 95.3269271851, propagate_backward_time: 145.6431732178, weight_update_time: 0.2098175138, other_time: 3.8268280029
epoch time: 20.1821537018s, input_fired_time: 0.2380692214, output_fired_time: 0.0000000000, propagate_forward_time: 19.0981864929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8458976746
validation[          , genome  7123] predictions:    9813/  10000 (98.13%), best:    9818/10000 (98.18%), error:       684.70343, best error:       618.73761 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 247.8015441895s, input_fired_time: 3.3495221138, output_fired_time: 2.3448491096, propagate_forward_time: 93.3726196289, propagate_backward_time: 144.6787567139, weight_update_time: 0.7093810439, other_time: 4.0558013916
epoch time: 20.3196468353s, input_fired_time: 0.2400322855, output_fired_time: 0.0000000000, propagate_forward_time: 18.9819030762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0977115631
validation[          , genome  7123] predictions:    9820/  10000 (98.20%), best:    9818/10000 (98.18%), error:       644.49597, best error:       618.73761 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 249.3102111816s, input_fired_time: 2.3552682400, output_fired_time: 2.3582870960, propagate_forward_time: 97.3860168457, propagate_backward_time: 143.3953552246, weight_update_time: 0.2093807459, other_time: 3.8152770996
epoch time: 20.4650707245s, input_fired_time: 0.2414156795, output_fired_time: 0.0000000000, propagate_forward_time: 19.6245746613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990810394
validation[          , genome  7123] predictions:    9805/  10000 (98.05%), best:    9818/10000 (98.18%), error:       710.42975, best error:       618.73761 on epoch:    59, 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: 100.5393295288s, input_fired_time: 1.6654667854, output_fired_time: 0.0000000000, propagate_forward_time: 95.0703353882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.8035278320
best training[          , genome  7123] predictions:   49810/  50000 (99.62%), best:    9818/10000 (98.18%), error:       948.22961, best error:       618.73761 on epoch:    59, 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: 20.9821510315s, input_fired_time: 0.2374691069, output_fired_time: 0.0000000000, propagate_forward_time: 19.6317329407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1129493713
   testing[          , genome  7123] predictions:    9830/  10000 (98.30%), best:    9818/10000 (98.18%), error:       545.32257, best error:       618.73761 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:27:04 (8676): called boinc_finish(0)

</stderr_txt>
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