Nameexact_genome_1512568488_43_7135_0
Workunit2606961
Created8 Dec 2017, 0:03:03 UTC
Sent8 Dec 2017, 0:12:43 UTC
Report deadline23 Dec 2017, 3:41:00 UTC
Received8 Dec 2017, 19:21:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID64142
Run time6 hours 37 min 27 sec
CPU time5 hours 57 min 58 sec
Validate stateValid
Credit3,786.16
Device peak FLOPS3.08 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.99 MB
Peak swap size160.99 MB
Peak disk usage2.68 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
71.40350 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 197.9962158203s, input_fired_time: 2.1279659271, output_fired_time: 1.8102843761, propagate_forward_time: 74.1097183228, propagate_backward_time: 116.7179718018, weight_update_time: 0.1796589941, other_time: 3.2302780151
epoch time: 14.6138668060s, input_fired_time: 0.2428447455, output_fired_time: 0.0000000000, propagate_forward_time: 13.8137416840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5572805405
validation[          , genome  7135] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       753.89685, best error:       753.89685 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 201.9608154297s, input_fired_time: 2.1573114395, output_fired_time: 1.8388898373, propagate_forward_time: 75.9224014282, propagate_backward_time: 118.7766723633, weight_update_time: 0.1822451055, other_time: 3.2655410767
epoch time: 15.8238286972s, input_fired_time: 0.2547396421, output_fired_time: 0.0000000000, propagate_forward_time: 14.9888553619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802335739
validation[          , genome  7135] predictions:    9695/  10000 (96.95%), best:    9790/10000 (97.90%), error:       936.27106, best error:       753.89685 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 216.4532165527s, input_fired_time: 2.1804101467, output_fired_time: 1.8734867573, propagate_forward_time: 82.4213409424, propagate_backward_time: 126.1645889282, weight_update_time: 0.1851312965, other_time: 3.8133926392
epoch time: 23.7065334320s, input_fired_time: 0.2774641514, output_fired_time: 0.0000000000, propagate_forward_time: 22.8017978668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6272716522
validation[          , genome  7135] predictions:    9757/  10000 (97.57%), best:    9790/10000 (97.90%), error:       818.10431, best error:       753.89685 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 308.7669677734s, input_fired_time: 3.8302557468, output_fired_time: 3.0803070068, propagate_forward_time: 116.0005340576, propagate_backward_time: 180.7805938721, weight_update_time: 0.4532838166, other_time: 5.0752563477
epoch time: 24.4673137665s, input_fired_time: 0.5357356668, output_fired_time: 0.0000000000, propagate_forward_time: 23.2895660400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420116425
validation[          , genome  7135] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       691.38373, best error:       691.38373 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 290.0227355957s, input_fired_time: 2.7577240467, output_fired_time: 3.2163376808, propagate_forward_time: 110.6798706055, propagate_backward_time: 168.9232330322, weight_update_time: 0.1940468997, other_time: 4.4455718994
epoch time: 21.1805706024s, input_fired_time: 0.2575450540, output_fired_time: 0.0000000000, propagate_forward_time: 20.0807857513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8422393799
validation[          , genome  7135] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       807.47235, best error:       691.38373 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 277.2673645020s, input_fired_time: 3.2003474236, output_fired_time: 2.1465947628, propagate_forward_time: 108.8971481323, propagate_backward_time: 159.1699981689, weight_update_time: 0.1875218451, other_time: 3.8532562256
epoch time: 23.2646789551s, input_fired_time: 0.2757272720, output_fired_time: 0.0000000000, propagate_forward_time: 22.1176033020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8713493347
validation[          , genome  7135] predictions:    9694/  10000 (96.94%), best:    9790/10000 (97.90%), error:       986.00146, best error:       691.38373 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 289.9744873047s, input_fired_time: 3.2719974518, output_fired_time: 2.2147047520, propagate_forward_time: 110.5208892822, propagate_backward_time: 169.2676696777, weight_update_time: 0.1945925653, other_time: 4.6992340088
epoch time: 24.2992916107s, input_fired_time: 0.2855379879, output_fired_time: 0.0000000000, propagate_forward_time: 22.8726787567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1410751343
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       737.35779, best error:       691.38373 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 288.3019409180s, input_fired_time: 3.2422301769, output_fired_time: 2.9495348930, propagate_forward_time: 107.2596130371, propagate_backward_time: 170.6679992676, weight_update_time: 0.1933925152, other_time: 4.1825866699
epoch time: 21.4615879059s, input_fired_time: 0.7605469227, output_fired_time: 0.0000000000, propagate_forward_time: 20.1088333130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5922069550
validation[          , genome  7135] predictions:    9787/  10000 (97.87%), best:    9790/10000 (97.90%), error:       730.60913, best error:       691.38373 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 270.2325134277s, input_fired_time: 3.9180674553, output_fired_time: 2.6019837856, propagate_forward_time: 99.5279235840, propagate_backward_time: 159.8822479248, weight_update_time: 0.1841927916, other_time: 4.3022918701
epoch time: 20.9741382599s, input_fired_time: 0.2559327185, output_fired_time: 0.0000000000, propagate_forward_time: 20.1346206665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5835857391
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9790/10000 (97.90%), error:       745.43744, best error:       691.38373 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 260.9335632324s, input_fired_time: 2.8801910877, output_fired_time: 2.0491952896, propagate_forward_time: 97.1055679321, propagate_backward_time: 154.6727905273, weight_update_time: 0.1787235141, other_time: 4.2258300781
epoch time: 21.0450954437s, input_fired_time: 0.5061507821, output_fired_time: 0.0000000000, propagate_forward_time: 19.7034015656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8355426788
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       774.71204, best error:       691.38373 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 266.3950195313s, input_fired_time: 3.1491518021, output_fired_time: 2.5659601688, propagate_forward_time: 101.4000778198, propagate_backward_time: 155.0012054443, weight_update_time: 0.4326300323, other_time: 4.2786407471
epoch time: 18.1848278046s, input_fired_time: 0.2333525866, output_fired_time: 0.0000000000, propagate_forward_time: 17.1595478058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7919273376
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9790/10000 (97.90%), error:       744.42328, best error:       691.38373 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 267.8673400879s, input_fired_time: 2.6571726799, output_fired_time: 2.5848019123, propagate_forward_time: 105.1655349731, propagate_backward_time: 152.1743469238, weight_update_time: 0.4328988492, other_time: 5.2854919434
epoch time: 17.7286415100s, input_fired_time: 0.2301797569, output_fired_time: 0.0000000000, propagate_forward_time: 16.9696388245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5288238525
validation[          , genome  7135] predictions:    9800/  10000 (98.00%), best:    9790/10000 (97.90%), error:       701.58588, best error:       691.38373 on epoch:    18, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 172.7301330566s, input_fired_time: 1.9778466225, output_fired_time: 1.5902909040, propagate_forward_time: 64.6138153076, propagate_backward_time: 101.5765991211, weight_update_time: 0.1608202904, other_time: 2.9715881348
epoch time: 11.3681850433s, input_fired_time: 0.2087690681, output_fired_time: 0.0000000000, propagate_forward_time: 10.6732501984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861660004
validation[          , genome  7135] predictions:    9793/  10000 (97.93%), best:    9793/10000 (97.93%), error:       676.78705, best error:       676.78705 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 168.8515014648s, input_fired_time: 1.9664895535, output_fired_time: 1.5826019049, propagate_forward_time: 62.4341659546, propagate_backward_time: 99.9028091431, weight_update_time: 0.1605059505, other_time: 2.9654388428
epoch time: 13.6353101730s, input_fired_time: 0.2323716134, output_fired_time: 0.0000000000, propagate_forward_time: 12.8684482574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5344905853
validation[          , genome  7135] predictions:    9772/  10000 (97.72%), best:    9793/10000 (97.93%), error:       705.75427, best error:       676.78705 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 175.6979522705s, input_fired_time: 2.0075845718, output_fired_time: 1.6337764263, propagate_forward_time: 65.2133178711, propagate_backward_time: 103.8260955811, weight_update_time: 0.1644580811, other_time: 3.0171813965
epoch time: 11.3519449234s, input_fired_time: 0.2082909197, output_fired_time: 0.0000000000, propagate_forward_time: 10.6567649841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4868888855
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       655.49097, best error:       655.49097 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 158.3237304688s, input_fired_time: 1.9049731493, output_fired_time: 1.4920163155, propagate_forward_time: 58.2237930298, propagate_backward_time: 93.8472290039, weight_update_time: 0.1526169181, other_time: 2.8557205200
epoch time: 11.7533035278s, input_fired_time: 0.2116921246, output_fired_time: 0.0000000000, propagate_forward_time: 11.0475873947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4940242767
validation[          , genome  7135] predictions:    9771/  10000 (97.71%), best:    9801/10000 (98.01%), error:       763.70782, best error:       655.49097 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 164.6021423340s, input_fired_time: 1.9456847906, output_fired_time: 1.5447152853, propagate_forward_time: 60.7679519653, propagate_backward_time: 97.4265747070, weight_update_time: 0.1571829468, other_time: 2.9172286987
epoch time: 12.2132930756s, input_fired_time: 0.2167993784, output_fired_time: 0.0000000000, propagate_forward_time: 11.4922761917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042171478
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9801/10000 (98.01%), error:       766.01544, best error:       655.49097 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 163.3492126465s, input_fired_time: 1.9397683144, output_fired_time: 1.5351366997, propagate_forward_time: 60.2746009827, propagate_backward_time: 96.6950225830, weight_update_time: 0.1563150883, other_time: 2.9046783447
epoch time: 12.8179903030s, input_fired_time: 0.2246863693, output_fired_time: 0.0000000000, propagate_forward_time: 12.0774278641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158758163
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       692.92163, best error:       655.49097 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 200.0518341064s, input_fired_time: 2.4838724136, output_fired_time: 1.5885435343, propagate_forward_time: 73.2481155396, propagate_backward_time: 119.2557678223, weight_update_time: 0.1610930413, other_time: 3.4755325317
epoch time: 19.0333614349s, input_fired_time: 0.2414249182, output_fired_time: 0.0000000000, propagate_forward_time: 18.2403297424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5516071320
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9801/10000 (98.01%), error:       720.34424, best error:       655.49097 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 255.7053070068s, input_fired_time: 2.8549888134, output_fired_time: 2.5053422451, propagate_forward_time: 99.0114822388, propagate_backward_time: 147.1448059082, weight_update_time: 0.4264141023, other_time: 4.1886901855
epoch time: 20.0742950439s, input_fired_time: 0.4996861517, output_fired_time: 0.0000000000, propagate_forward_time: 18.5043029785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0703067780
validation[          , genome  7135] predictions:    9800/  10000 (98.00%), best:    9801/10000 (98.01%), error:       703.28241, best error:       655.49097 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 257.4034118652s, input_fired_time: 4.3681387901, output_fired_time: 2.7705154419, propagate_forward_time: 96.7459640503, propagate_backward_time: 148.8199005127, weight_update_time: 0.1767045707, other_time: 4.6988983154
epoch time: 22.0318660736s, input_fired_time: 0.2666986287, output_fired_time: 0.0000000000, propagate_forward_time: 21.1644039154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6007633209
validation[          , genome  7135] predictions:    9803/  10000 (98.03%), best:    9803/10000 (98.03%), error:       654.19006, best error:       654.19006 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 241.5660705566s, input_fired_time: 2.7960689068, output_fired_time: 1.9221374989, propagate_forward_time: 92.5835723877, propagate_backward_time: 140.6894683838, weight_update_time: 0.1683498174, other_time: 3.5748291016
epoch time: 18.6380786896s, input_fired_time: 0.2406804562, output_fired_time: 0.0000000000, propagate_forward_time: 17.8487396240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5486583710
validation[          , genome  7135] predictions:    9708/  10000 (97.08%), best:    9803/10000 (98.03%), error:       954.68677, best error:       654.19006 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 243.7040252686s, input_fired_time: 2.8090937138, output_fired_time: 2.4434106350, propagate_forward_time: 89.7099990845, propagate_backward_time: 143.6413269043, weight_update_time: 0.1697987467, other_time: 5.1001892090
epoch time: 17.5144977570s, input_fired_time: 0.2313261181, output_fired_time: 0.0000000000, propagate_forward_time: 16.7520561218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5311145782
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9803/10000 (98.03%), error:       678.21191, best error:       654.19006 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 233.4047698975s, input_fired_time: 3.7660229206, output_fired_time: 2.1233403683, propagate_forward_time: 85.3753356934, propagate_backward_time: 138.6079711914, weight_update_time: 0.4154191911, other_time: 3.5321044922
epoch time: 17.7764320374s, input_fired_time: 0.2331913412, output_fired_time: 0.0000000000, propagate_forward_time: 17.0158481598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5273933411
validation[          , genome  7135] predictions:    9760/  10000 (97.60%), best:    9803/10000 (98.03%), error:       816.91626, best error:       654.19006 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 227.5130157471s, input_fired_time: 2.2489111423, output_fired_time: 1.5947729349, propagate_forward_time: 85.9161071777, propagate_backward_time: 134.2673034668, weight_update_time: 0.1615811437, other_time: 3.4859161377
epoch time: 17.5502452850s, input_fired_time: 0.2321365923, output_fired_time: 0.0000000000, propagate_forward_time: 16.5364856720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7816238403
validation[          , genome  7135] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       635.71277, best error:       635.71277 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 249.8874053955s, input_fired_time: 2.0962541103, output_fired_time: 2.7282652855, propagate_forward_time: 93.8896560669, propagate_backward_time: 146.7765350342, weight_update_time: 0.1731483042, other_time: 4.3966827393
epoch time: 18.0837326050s, input_fired_time: 0.2353458554, output_fired_time: 0.0000000000, propagate_forward_time: 17.0602970123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7880897522
validation[          , genome  7135] predictions:    9761/  10000 (97.61%), best:    9802/10000 (98.02%), error:       747.61395, best error:       635.71277 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 237.3211364746s, input_fired_time: 2.5395789146, output_fired_time: 1.6561930180, propagate_forward_time: 88.2903594971, propagate_backward_time: 140.2849273682, weight_update_time: 0.1659341753, other_time: 4.5500793457
epoch time: 15.5399551392s, input_fired_time: 0.2159213424, output_fired_time: 0.0000000000, propagate_forward_time: 14.8273429871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966907501
validation[          , genome  7135] predictions:    9798/  10000 (97.98%), best:    9802/10000 (98.02%), error:       687.16449, best error:       635.71277 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 212.1279602051s, input_fired_time: 2.4620738029, output_fired_time: 2.0505490303, propagate_forward_time: 80.3880538940, propagate_backward_time: 123.2947845459, weight_update_time: 0.1581763476, other_time: 3.9325027466
epoch time: 12.4683160782s, input_fired_time: 0.2230734974, output_fired_time: 0.0000000000, propagate_forward_time: 11.7377557755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5074863434
validation[          , genome  7135] predictions:    9770/  10000 (97.70%), best:    9802/10000 (98.02%), error:       717.96997, best error:       635.71277 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 148.6415100098s, input_fired_time: 1.8584722281, output_fired_time: 1.4148616791, propagate_forward_time: 54.2783470154, propagate_backward_time: 88.3443832397, weight_update_time: 0.1456904709, other_time: 2.7454452515
epoch time: 11.7076768875s, input_fired_time: 0.2128277570, output_fired_time: 0.0000000000, propagate_forward_time: 11.0057687759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4890804291
validation[          , genome  7135] predictions:    9783/  10000 (97.83%), best:    9802/10000 (98.02%), error:       730.96863, best error:       635.71277 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 152.5680541992s, input_fired_time: 1.8795695305, output_fired_time: 1.4454190731, propagate_forward_time: 55.8313522339, propagate_backward_time: 90.6252136230, weight_update_time: 0.1478900462, other_time: 2.7865066528
epoch time: 12.1153783798s, input_fired_time: 0.2180026621, output_fired_time: 0.0000000000, propagate_forward_time: 11.3942756653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031003952
validation[          , genome  7135] predictions:    9754/  10000 (97.54%), best:    9802/10000 (98.02%), error:       825.33173, best error:       635.71277 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 154.7619781494s, input_fired_time: 1.8988018036, output_fired_time: 1.4636545181, propagate_forward_time: 56.7014312744, propagate_backward_time: 91.8854980469, weight_update_time: 0.1495182365, other_time: 2.8125915527
epoch time: 12.8093318939s, input_fired_time: 0.2283887118, output_fired_time: 0.0000000000, propagate_forward_time: 12.0640840530, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5168590546
validation[          , genome  7135] predictions:    9726/  10000 (97.26%), best:    9802/10000 (98.02%), error:       909.59607, best error:       635.71277 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 153.1844329834s, input_fired_time: 1.8897490501, output_fired_time: 1.4506077766, propagate_forward_time: 56.1126327515, propagate_backward_time: 90.9295730591, weight_update_time: 0.1487240791, other_time: 2.8018646240
epoch time: 11.8073616028s, input_fired_time: 0.2159361094, output_fired_time: 0.0000000000, propagate_forward_time: 11.0918273926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995985031
validation[          , genome  7135] predictions:    9791/  10000 (97.91%), best:    9802/10000 (98.02%), error:       662.31830, best error:       635.71277 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 162.4709472656s, input_fired_time: 1.9472781420, output_fired_time: 1.5335932970, propagate_forward_time: 59.9558067322, propagate_backward_time: 96.1310119629, weight_update_time: 0.1558743566, other_time: 2.9032440186
epoch time: 15.0398607254s, input_fired_time: 0.2534637749, output_fired_time: 0.0000000000, propagate_forward_time: 14.2199707031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5664262772
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9802/10000 (98.02%), error:       674.23883, best error:       635.71277 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 165.0575714111s, input_fired_time: 1.9662631750, output_fired_time: 1.5505092144, propagate_forward_time: 60.8723640442, propagate_backward_time: 97.7509155273, weight_update_time: 0.1567754298, other_time: 2.9175262451
epoch time: 13.9642333984s, input_fired_time: 0.2409948856, output_fired_time: 0.0000000000, propagate_forward_time: 13.1801624298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430765152
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       627.81195, best error:       627.81195 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 163.4773101807s, input_fired_time: 1.9602211714, output_fired_time: 1.5357371569, propagate_forward_time: 60.4412536621, propagate_backward_time: 96.6283950806, weight_update_time: 0.1561011076, other_time: 2.9117050171
epoch time: 12.9360971451s, input_fired_time: 0.2289861590, output_fired_time: 0.0000000000, propagate_forward_time: 12.1847429276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223684311
validation[          , genome  7135] predictions:    9812/  10000 (98.12%), best:    9812/10000 (98.12%), error:       583.28339, best error:       583.28339 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 158.9506683350s, input_fired_time: 1.9275116920, output_fired_time: 1.4963129759, propagate_forward_time: 58.4475326538, propagate_backward_time: 94.2181243896, weight_update_time: 0.1531217545, other_time: 2.8611984253
epoch time: 14.0174417496s, input_fired_time: 0.2400706857, output_fired_time: 0.0000000000, propagate_forward_time: 13.2365541458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5408172607
validation[          , genome  7135] predictions:    9810/  10000 (98.10%), best:    9812/10000 (98.12%), error:       628.40698, best error:       583.28339 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 162.3192596436s, input_fired_time: 1.9499386549, output_fired_time: 1.5282161236, propagate_forward_time: 59.6901245117, propagate_backward_time: 96.2472915649, weight_update_time: 0.1555307359, other_time: 2.9036941528
epoch time: 14.0902061462s, input_fired_time: 0.2437171936, output_fired_time: 0.0000000000, propagate_forward_time: 13.2990579605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5474309921
validation[          , genome  7135] predictions:    9784/  10000 (97.84%), best:    9812/10000 (98.12%), error:       674.92950, best error:       583.28339 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 162.1995239258s, input_fired_time: 1.9530586004, output_fired_time: 1.5240252018, propagate_forward_time: 59.8477592468, propagate_backward_time: 95.9804534912, weight_update_time: 0.1552644819, other_time: 2.8942108154
epoch time: 12.4667806625s, input_fired_time: 0.2257610708, output_fired_time: 0.0000000000, propagate_forward_time: 11.7305221558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104970932
validation[          , genome  7135] predictions:    9820/  10000 (98.20%), best:    9812/10000 (98.12%), error:       599.89581, best error:       583.28339 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 167.3334045410s, input_fired_time: 1.9857616425, output_fired_time: 1.5698298216, propagate_forward_time: 61.6903877258, propagate_backward_time: 99.1415557861, weight_update_time: 0.1584834605, other_time: 2.9458770752
epoch time: 12.4837360382s, input_fired_time: 0.2249981463, output_fired_time: 0.0000000000, propagate_forward_time: 11.7464752197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122623444
validation[          , genome  7135] predictions:    9764/  10000 (97.64%), best:    9812/10000 (98.12%), error:       772.57440, best error:       583.28339 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 161.7670440674s, input_fired_time: 1.9516488314, output_fired_time: 1.5252970457, propagate_forward_time: 59.5567779541, propagate_backward_time: 95.8226089478, weight_update_time: 0.1554569602, other_time: 2.9107131958
epoch time: 11.3693304062s, input_fired_time: 0.2120556384, output_fired_time: 0.0000000000, propagate_forward_time: 10.6702423096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4870328903
validation[          , genome  7135] predictions:    9785/  10000 (97.85%), best:    9812/10000 (98.12%), error:       710.53992, best error:       583.28339 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 164.7181854248s, input_fired_time: 1.9696296453, output_fired_time: 1.5507291555, propagate_forward_time: 60.6875572205, propagate_backward_time: 97.5875930786, weight_update_time: 0.1571496874, other_time: 2.9226608276
epoch time: 13.0438623428s, input_fired_time: 0.2316532731, output_fired_time: 0.0000000000, propagate_forward_time: 12.2855443954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5266647339
validation[          , genome  7135] predictions:    9804/  10000 (98.04%), best:    9812/10000 (98.12%), error:       662.11230, best error:       583.28339 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 182.0055236816s, input_fired_time: 1.9991203547, output_fired_time: 1.8395234346, propagate_forward_time: 67.6708297729, propagate_backward_time: 107.2802658081, weight_update_time: 0.1602794975, other_time: 3.2157897949
epoch time: 19.0417613983s, input_fired_time: 0.4952415228, output_fired_time: 0.0000000000, propagate_forward_time: 17.4938049316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0527153015
validation[          , genome  7135] predictions:    9776/  10000 (97.76%), best:    9812/10000 (98.12%), error:       728.45416, best error:       583.28339 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 251.9348297119s, input_fired_time: 2.3662331104, output_fired_time: 2.4872612953, propagate_forward_time: 92.8933944702, propagate_backward_time: 149.7703399658, weight_update_time: 0.4241316915, other_time: 4.4176177979
epoch time: 17.8295955658s, input_fired_time: 0.4842051864, output_fired_time: 0.0000000000, propagate_forward_time: 16.8114223480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5339679718
validation[          , genome  7135] predictions:    9806/  10000 (98.06%), best:    9812/10000 (98.12%), error:       652.59180, best error:       583.28339 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 270.1166076660s, input_fired_time: 2.6966583729, output_fired_time: 2.3439373970, propagate_forward_time: 100.7555084229, propagate_backward_time: 159.9997558594, weight_update_time: 0.1837872565, other_time: 4.3207550049
epoch time: 20.7731914520s, input_fired_time: 0.2603932917, output_fired_time: 0.0000000000, propagate_forward_time: 19.6819953918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8308029175
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9812/10000 (98.12%), error:       678.00629, best error:       583.28339 on epoch:    49, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 294.5665588379s, input_fired_time: 2.8048436642, output_fired_time: 2.2289958000, propagate_forward_time: 113.0717773438, propagate_backward_time: 171.2287597656, weight_update_time: 0.1969606429, other_time: 5.2321777344
epoch time: 24.9447784424s, input_fired_time: 0.2969193757, output_fired_time: 0.0000000000, propagate_forward_time: 22.9986629486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6491966248
validation[          , genome  7135] predictions:    9809/  10000 (98.09%), best:    9812/10000 (98.12%), error:       638.48499, best error:       583.28339 on epoch:    49, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 301.1063232422s, input_fired_time: 3.0828747749, output_fired_time: 3.0250144005, propagate_forward_time: 116.3540191650, propagate_backward_time: 174.6203918457, weight_update_time: 0.4493739307, other_time: 4.0240020752
epoch time: 24.6231517792s, input_fired_time: 0.2948218286, output_fired_time: 0.0000000000, propagate_forward_time: 23.6841239929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442050934
validation[          , genome  7135] predictions:    9705/  10000 (97.05%), best:    9812/10000 (98.12%), error:       920.09735, best error:       583.28339 on epoch:    49, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 314.9904785156s, input_fired_time: 2.6529090405, output_fired_time: 2.3577659130, propagate_forward_time: 120.5437164307, propagate_backward_time: 185.0579071045, weight_update_time: 0.2068219334, other_time: 4.3781738281
epoch time: 24.0515251160s, input_fired_time: 0.2892111540, output_fired_time: 0.0000000000, propagate_forward_time: 23.1320972443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302165985
validation[          , genome  7135] predictions:    9820/  10000 (98.20%), best:    9812/10000 (98.12%), error:       584.10413, best error:       583.28339 on epoch:    49, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 315.1957702637s, input_fired_time: 3.1403245926, output_fired_time: 2.8618559837, propagate_forward_time: 118.3465957642, propagate_backward_time: 186.2080383301, weight_update_time: 0.2067004591, other_time: 4.6389770508
epoch time: 25.1877880096s, input_fired_time: 0.2972670496, output_fired_time: 0.0000000000, propagate_forward_time: 23.9870986938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9034214020
validation[          , genome  7135] predictions:    9825/  10000 (98.25%), best:    9812/10000 (98.12%), error:       597.88928, best error:       583.28339 on epoch:    49, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 318.8645019531s, input_fired_time: 2.9117910862, output_fired_time: 2.3997094631, propagate_forward_time: 123.2285156250, propagate_backward_time: 186.1851959229, weight_update_time: 0.2082318962, other_time: 4.1392669678
epoch time: 24.9312381744s, input_fired_time: 0.2941683233, output_fired_time: 0.0000000000, propagate_forward_time: 23.9916877747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6453819275
validation[          , genome  7135] predictions:    9746/  10000 (97.46%), best:    9812/10000 (98.12%), error:       834.68384, best error:       583.28339 on epoch:    49, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 310.3717956543s, input_fired_time: 2.3832576275, output_fired_time: 4.6081748009, propagate_forward_time: 116.2169418335, propagate_backward_time: 182.8401336670, weight_update_time: 0.2032854259, other_time: 4.3232574463
epoch time: 24.8136882782s, input_fired_time: 0.2954463959, output_fired_time: 0.0000000000, propagate_forward_time: 23.8709640503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6472778320
validation[          , genome  7135] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       661.79291, best error:       583.28339 on epoch:    49, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 309.0291137695s, input_fired_time: 3.6184599400, output_fired_time: 3.5965909958, propagate_forward_time: 118.3935775757, propagate_backward_time: 179.3482818604, weight_update_time: 0.2031180263, other_time: 4.0721893311
epoch time: 24.8892993927s, input_fired_time: 0.2959092259, output_fired_time: 0.0000000000, propagate_forward_time: 23.6916694641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9017200470
validation[          , genome  7135] predictions:    9819/  10000 (98.19%), best:    9812/10000 (98.12%), error:       597.75458, best error:       583.28339 on epoch:    49, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 309.8890380859s, input_fired_time: 3.1281225681, output_fired_time: 2.5804753304, propagate_forward_time: 118.7080841064, propagate_backward_time: 179.8764190674, weight_update_time: 0.2047020942, other_time: 5.5959472656
epoch time: 25.0409107208s, input_fired_time: 0.2982603312, output_fired_time: 0.0000000000, propagate_forward_time: 23.8420677185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9005832672
validation[          , genome  7135] predictions:    9828/  10000 (98.28%), best:    9812/10000 (98.12%), error:       592.22028, best error:       583.28339 on epoch:    49, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 304.5957336426s, input_fired_time: 2.6082406044, output_fired_time: 3.0475425720, propagate_forward_time: 113.7527236938, propagate_backward_time: 180.6373901367, weight_update_time: 0.2017171830, other_time: 4.5498352051
epoch time: 22.1603584290s, input_fired_time: 0.2752174437, output_fired_time: 0.0000000000, propagate_forward_time: 21.2817687988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6033725739
validation[          , genome  7135] predictions:    9815/  10000 (98.15%), best:    9812/10000 (98.12%), error:       593.60492, best error:       583.28339 on epoch:    49, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 199.2730407715s, input_fired_time: 2.3476314545, output_fired_time: 1.6988128424, propagate_forward_time: 74.4045944214, propagate_backward_time: 117.4475402832, weight_update_time: 0.1712753773, other_time: 3.3744735718
epoch time: 13.5337266922s, input_fired_time: 0.2379080206, output_fired_time: 0.0000000000, propagate_forward_time: 12.7615404129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342779160
validation[          , genome  7135] predictions:    9717/  10000 (97.17%), best:    9812/10000 (98.12%), error:       968.23187, best error:       583.28339 on epoch:    49, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 187.6183776855s, input_fired_time: 2.1158249378, output_fired_time: 1.7236735821, propagate_forward_time: 70.2697906494, propagate_backward_time: 110.3676223755, weight_update_time: 0.1725902408, other_time: 3.1414566040
epoch time: 13.3001956940s, input_fired_time: 0.2380595356, output_fired_time: 0.0000000000, propagate_forward_time: 12.5344324112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5277032852
validation[          , genome  7135] predictions:    9814/  10000 (98.14%), best:    9812/10000 (98.12%), error:       589.78961, best error:       583.28339 on epoch:    49, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 188.4571838379s, input_fired_time: 2.1192734241, output_fired_time: 1.7219966650, propagate_forward_time: 70.2135620117, propagate_backward_time: 111.2384643555, weight_update_time: 0.1744237244, other_time: 3.1638793945
epoch time: 14.1712932587s, input_fired_time: 0.2450735271, output_fired_time: 0.0000000000, propagate_forward_time: 13.3710441589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5551757813
validation[          , genome  7135] predictions:    9748/  10000 (97.48%), best:    9812/10000 (98.12%), error:       839.99261, best error:       583.28339 on epoch:    49, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 193.8263244629s, input_fired_time: 2.1518433094, output_fired_time: 1.7718539238, propagate_forward_time: 72.5172576904, propagate_backward_time: 114.1785049438, weight_update_time: 0.1772223562, other_time: 3.2068710327
epoch time: 15.2488527298s, input_fired_time: 0.2585311830, output_fired_time: 0.0000000000, propagate_forward_time: 14.4156398773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746812820
validation[          , genome  7135] predictions:    9811/  10000 (98.11%), best:    9812/10000 (98.12%), error:       606.62830, best error:       583.28339 on epoch:    49, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 197.0608978271s, input_fired_time: 2.1716289520, output_fired_time: 1.8045562506, propagate_forward_time: 73.5726242065, propagate_backward_time: 116.2783584595, weight_update_time: 0.1789497882, other_time: 3.2337341309
epoch time: 15.5701713562s, input_fired_time: 0.2625145018, output_fired_time: 0.0000000000, propagate_forward_time: 14.7253389359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5823183060
validation[          , genome  7135] predictions:    9827/  10000 (98.27%), best:    9827/10000 (98.27%), error:       572.67712, best error:       572.67712 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 197.4939422607s, input_fired_time: 2.1812546253, output_fired_time: 1.8150991201, propagate_forward_time: 74.1125564575, propagate_backward_time: 116.1342086792, weight_update_time: 0.1803860515, other_time: 3.2508239746
epoch time: 14.7898063660s, input_fired_time: 0.2536158562, output_fired_time: 0.0000000000, propagate_forward_time: 13.9753875732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608024597
validation[          , genome  7135] predictions:    9822/  10000 (98.22%), best:    9827/10000 (98.27%), error:       594.92877, best error:       572.67712 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 198.7917175293s, input_fired_time: 2.1835713387, output_fired_time: 1.8153362274, propagate_forward_time: 74.3674468994, propagate_backward_time: 117.1492385864, weight_update_time: 0.1824590713, other_time: 3.2761154175
epoch time: 14.7694139481s, input_fired_time: 0.2536593378, output_fired_time: 0.0000000000, propagate_forward_time: 13.9509868622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5647678375
validation[          , genome  7135] predictions:    9813/  10000 (98.13%), best:    9827/10000 (98.27%), error:       614.75128, best error:       572.67712 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 198.4826202393s, input_fired_time: 2.1851468086, output_fired_time: 1.8126204014, propagate_forward_time: 74.5820617676, propagate_backward_time: 116.6533432007, weight_update_time: 0.1801166981, other_time: 3.2494430542
epoch time: 16.0720596313s, input_fired_time: 0.2682807446, output_fired_time: 0.0000000000, propagate_forward_time: 15.2092056274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945730209
validation[          , genome  7135] predictions:    9831/  10000 (98.31%), best:    9827/10000 (98.27%), error:       584.76556, best error:       572.67712 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 199.3571777344s, input_fired_time: 2.2025249004, output_fired_time: 1.8108812571, propagate_forward_time: 75.4361419678, propagate_backward_time: 116.6208801270, weight_update_time: 0.1826686412, other_time: 3.2867431641
epoch time: 15.9015769958s, input_fired_time: 0.2675926089, output_fired_time: 0.0000000000, propagate_forward_time: 15.0456457138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883388519
validation[          , genome  7135] predictions:    9815/  10000 (98.15%), best:    9827/10000 (98.27%), error:       624.60834, best error:       572.67712 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 198.1055297852s, input_fired_time: 2.1841459274, output_fired_time: 1.8124638796, propagate_forward_time: 74.2266998291, propagate_backward_time: 116.6320343018, weight_update_time: 0.1800306588, other_time: 3.2501831055
epoch time: 15.7920141220s, input_fired_time: 0.2640279830, output_fired_time: 0.0000000000, propagate_forward_time: 14.9480342865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799522400
validation[          , genome  7135] predictions:    9774/  10000 (97.74%), best:    9827/10000 (98.27%), error:       786.19843, best error:       572.67712 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 202.6432800293s, input_fired_time: 2.2159547806, output_fired_time: 1.8572332859, propagate_forward_time: 76.3514175415, propagate_backward_time: 118.9253997803, weight_update_time: 0.1830705106, other_time: 3.2932662964
epoch time: 16.0346469879s, input_fired_time: 0.2681481540, output_fired_time: 0.0000000000, propagate_forward_time: 15.1757545471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907440186
validation[          , genome  7135] predictions:    9829/  10000 (98.29%), best:    9827/10000 (98.27%), error:       600.12830, best error:       572.67712 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 206.7983245850s, input_fired_time: 2.2346243858, output_fired_time: 1.8643851280, propagate_forward_time: 78.0980682373, propagate_backward_time: 121.2574539185, weight_update_time: 0.1872423142, other_time: 3.3438034058
epoch time: 16.4055747986s, input_fired_time: 0.2731980681, output_fired_time: 0.0000000000, propagate_forward_time: 15.5388383865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935392380
validation[          , genome  7135] predictions:    9778/  10000 (97.78%), best:    9827/10000 (98.27%), error:       722.36139, best error:       572.67712 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 208.0955047607s, input_fired_time: 2.2440297604, output_fired_time: 1.8851699829, propagate_forward_time: 78.2074661255, propagate_backward_time: 122.4359359741, weight_update_time: 0.1856714934, other_time: 3.3229064941
epoch time: 16.1166896820s, input_fired_time: 0.2711536586, output_fired_time: 0.0000000000, propagate_forward_time: 15.2503452301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951910019
validation[          , genome  7135] predictions:    9816/  10000 (98.16%), best:    9827/10000 (98.27%), error:       610.99817, best error:       572.67712 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 205.5431518555s, input_fired_time: 2.2394857407, output_fired_time: 1.8718359470, propagate_forward_time: 77.8634643555, propagate_backward_time: 120.2508239746, weight_update_time: 0.1849956214, other_time: 3.3175354004
epoch time: 14.9300880432s, input_fired_time: 0.2566940486, output_fired_time: 0.0000000000, propagate_forward_time: 14.1071271896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5662670135
validation[          , genome  7135] predictions:    9832/  10000 (98.32%), best:    9832/10000 (98.32%), error:       553.69244, best error:       553.69244 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 205.8997802734s, input_fired_time: 2.2319269180, output_fired_time: 1.8834890127, propagate_forward_time: 77.4114227295, propagate_backward_time: 121.0423736572, weight_update_time: 0.1857287437, other_time: 3.3305664063
epoch time: 15.9221506119s, input_fired_time: 0.2673723698, output_fired_time: 0.0000000000, propagate_forward_time: 15.0702857971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5844926834
validation[          , genome  7135] predictions:    9814/  10000 (98.14%), best:    9832/10000 (98.32%), error:       655.40295, best error:       553.69244 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 205.9693756104s, input_fired_time: 2.2308645248, output_fired_time: 1.8764966726, propagate_forward_time: 76.9881668091, propagate_backward_time: 121.5764617920, weight_update_time: 0.1833106130, other_time: 3.2973861694
epoch time: 16.6748790741s, input_fired_time: 0.2765742838, output_fired_time: 0.0000000000, propagate_forward_time: 15.7930517197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6052522659
validation[          , genome  7135] predictions:    9833/  10000 (98.33%), best:    9832/10000 (98.32%), error:       570.96936, best error:       553.69244 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 212.2589416504s, input_fired_time: 2.2704799175, output_fired_time: 1.9240207672, propagate_forward_time: 79.8543472290, propagate_backward_time: 124.8039703369, weight_update_time: 0.1918222308, other_time: 3.4061126709
epoch time: 17.1167163849s, input_fired_time: 0.2819155157, output_fired_time: 0.0000000000, propagate_forward_time: 16.2258911133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6089096069
validation[          , genome  7135] predictions:    9789/  10000 (97.89%), best:    9832/10000 (98.32%), error:       696.10394, best error:       553.69244 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 213.4936370850s, input_fired_time: 2.2788913250, output_fired_time: 1.9319068193, propagate_forward_time: 80.3022994995, propagate_backward_time: 125.5782165527, weight_update_time: 0.1908109933, other_time: 3.4023437500
epoch time: 17.0408973694s, input_fired_time: 0.2813932300, output_fired_time: 0.0000000000, propagate_forward_time: 16.1530780792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6064262390
validation[          , genome  7135] predictions:    9824/  10000 (98.24%), best:    9832/10000 (98.32%), error:       554.65924, best error:       553.69244 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 215.9370422363s, input_fired_time: 2.2948455811, output_fired_time: 1.9566290379, propagate_forward_time: 81.4337387085, propagate_backward_time: 126.8090896606, weight_update_time: 0.1943494529, other_time: 3.4427413940
epoch time: 17.3914661407s, input_fired_time: 0.2841212749, output_fired_time: 0.0000000000, propagate_forward_time: 16.4909229279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6164226532
validation[          , genome  7135] predictions:    9808/  10000 (98.08%), best:    9832/10000 (98.32%), error:       606.06360, best error:       553.69244 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 218.9024047852s, input_fired_time: 2.3126461506, output_fired_time: 1.9750795364, propagate_forward_time: 82.5549545288, propagate_backward_time: 128.5994262695, weight_update_time: 0.1954005063, other_time: 3.4602966309
epoch time: 17.3332271576s, input_fired_time: 0.2841846943, output_fired_time: 0.0000000000, propagate_forward_time: 16.4245548248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6244869232
validation[          , genome  7135] predictions:    9821/  10000 (98.21%), best:    9832/10000 (98.32%), error:       599.01416, best error:       553.69244 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 220.1531219482s, input_fired_time: 2.3248763084, output_fired_time: 1.9787783623, propagate_forward_time: 83.5077438354, propagate_backward_time: 128.8718109131, weight_update_time: 0.1960457861, other_time: 3.4699249268
epoch time: 17.9251842499s, input_fired_time: 0.2915777564, output_fired_time: 0.0000000000, propagate_forward_time: 17.0008563995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6327495575
validation[          , genome  7135] predictions:    9802/  10000 (98.02%), best:    9832/10000 (98.32%), error:       672.86133, best error:       553.69244 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 223.7818603516s, input_fired_time: 2.3488912582, output_fired_time: 2.0258295536, propagate_forward_time: 84.8248977661, propagate_backward_time: 131.0711059570, weight_update_time: 0.1990660727, other_time: 3.5111389160
epoch time: 17.6072006226s, input_fired_time: 0.2879766524, output_fired_time: 0.0000000000, propagate_forward_time: 16.6921119690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6271114349
validation[          , genome  7135] predictions:    9836/  10000 (98.36%), best:    9836/10000 (98.36%), error:       551.47131, best error:       551.47131 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 222.0976715088s, input_fired_time: 2.3403077126, output_fired_time: 2.0075898170, propagate_forward_time: 84.2065277100, propagate_backward_time: 130.0518188477, weight_update_time: 0.1972760260, other_time: 3.4914398193
epoch time: 17.6741104126s, input_fired_time: 0.2881988287, output_fired_time: 0.0000000000, propagate_forward_time: 16.7580337524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6278781891
validation[          , genome  7135] predictions:    9805/  10000 (98.05%), best:    9836/10000 (98.36%), error:       632.73401, best error:       551.47131 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 225.1590576172s, input_fired_time: 2.3572576046, output_fired_time: 2.0172600746, propagate_forward_time: 85.4365005493, propagate_backward_time: 131.8335113525, weight_update_time: 0.1990644932, other_time: 3.5145416260
epoch time: 18.1603145599s, input_fired_time: 0.2935059071, output_fired_time: 0.0000000000, propagate_forward_time: 17.2261276245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6406803131
validation[          , genome  7135] predictions:    9827/  10000 (98.27%), best:    9836/10000 (98.36%), error:       576.39478, best error:       551.47131 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 224.1527404785s, input_fired_time: 2.3518424034, output_fired_time: 2.0242624283, propagate_forward_time: 84.8879089355, propagate_backward_time: 131.3809051514, weight_update_time: 0.1989611536, other_time: 3.5078277588
epoch time: 17.9518222809s, input_fired_time: 0.2932553887, output_fired_time: 0.0000000000, propagate_forward_time: 17.0245895386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6339778900
validation[          , genome  7135] predictions:    9817/  10000 (98.17%), best:    9836/10000 (98.36%), error:       582.77667, best error:       551.47131 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 223.6140136719s, input_fired_time: 2.3446235657, output_fired_time: 2.0057246685, propagate_forward_time: 84.5006790161, propagate_backward_time: 131.2470550537, weight_update_time: 0.1988484412, other_time: 3.5159454346
epoch time: 17.5648040771s, input_fired_time: 0.2855712771, output_fired_time: 0.0000000000, propagate_forward_time: 16.6551055908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6241264343
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       615.97406, best error:       551.47131 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 222.8313598633s, input_fired_time: 2.3420488834, output_fired_time: 2.0057065487, propagate_forward_time: 84.2514266968, propagate_backward_time: 130.7154541016, weight_update_time: 0.1990132630, other_time: 3.5167236328
epoch time: 17.9608478546s, input_fired_time: 0.2913491726, output_fired_time: 0.0000000000, propagate_forward_time: 17.0373344421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6321640015
validation[          , genome  7135] predictions:    9828/  10000 (98.28%), best:    9836/10000 (98.36%), error:       584.17181, best error:       551.47131 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 223.3881378174s, input_fired_time: 2.3433620930, output_fired_time: 2.0146298409, propagate_forward_time: 84.5608215332, propagate_backward_time: 130.9501800537, weight_update_time: 0.1992733628, other_time: 3.5191345215
epoch time: 17.4945430756s, input_fired_time: 0.2879413664, output_fired_time: 0.0000000000, propagate_forward_time: 16.5797138214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6268882751
validation[          , genome  7135] predictions:    9824/  10000 (98.24%), best:    9836/10000 (98.36%), error:       585.25446, best error:       551.47131 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 224.0709228516s, input_fired_time: 2.3500134945, output_fired_time: 2.0201897621, propagate_forward_time: 84.6988143921, propagate_backward_time: 131.4846343994, weight_update_time: 0.1992948949, other_time: 3.5172882080
epoch time: 17.4143505096s, input_fired_time: 0.2861682773, output_fired_time: 0.0000000000, propagate_forward_time: 16.5024394989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6257419586
validation[          , genome  7135] predictions:    9801/  10000 (98.01%), best:    9836/10000 (98.36%), error:       632.73547, best error:       551.47131 on epoch:    89, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 222.4494781494s, input_fired_time: 2.3469140530, output_fired_time: 2.0071499348, propagate_forward_time: 84.4203491211, propagate_backward_time: 130.1885528564, weight_update_time: 0.1970323771, other_time: 3.4865112305
epoch time: 17.7676372528s, input_fired_time: 0.2900205553, output_fired_time: 0.0000000000, propagate_forward_time: 16.8496417999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6279754639
validation[          , genome  7135] predictions:    9834/  10000 (98.34%), best:    9836/10000 (98.36%), error:       571.09442, best error:       551.47131 on epoch:    89, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 222.5763549805s, input_fired_time: 2.3429591656, output_fired_time: 2.0077536106, propagate_forward_time: 84.2888946533, propagate_backward_time: 130.4266510010, weight_update_time: 0.1992846429, other_time: 3.5101013184
epoch time: 17.8208179474s, input_fired_time: 0.2917838693, output_fired_time: 0.0000000000, propagate_forward_time: 16.9039688110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6250648499
validation[          , genome  7135] predictions:    9831/  10000 (98.31%), best:    9836/10000 (98.36%), error:       555.92761, best error:       551.47131 on epoch:    89, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 224.3437957764s, input_fired_time: 2.3544654846, output_fired_time: 2.0185883045, propagate_forward_time: 84.8617553711, propagate_backward_time: 131.5879364014, weight_update_time: 0.1990793049, other_time: 3.5210571289
epoch time: 17.7324562073s, input_fired_time: 0.2891418636, output_fired_time: 0.0000000000, propagate_forward_time: 16.8136653900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6296482086
validation[          , genome  7135] predictions:    9714/  10000 (97.14%), best:    9836/10000 (98.36%), error:       920.83942, best error:       551.47131 on epoch:    89, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 224.5856475830s, input_fired_time: 2.3605356216, output_fired_time: 2.0248811245, propagate_forward_time: 85.2606735229, propagate_backward_time: 131.4227905273, weight_update_time: 0.1986810416, other_time: 3.5167541504
epoch time: 18.3635692596s, input_fired_time: 0.2982147932, output_fired_time: 0.0000000000, propagate_forward_time: 17.4203433990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6450119019
validation[          , genome  7135] predictions:    9796/  10000 (97.96%), best:    9836/10000 (98.36%), error:       647.59705, best error:       551.47131 on epoch:    89, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 88.9516067505s, input_fired_time: 1.4586422443, output_fired_time: 0.0000000000, propagate_forward_time: 84.2707824707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.2221832275
best training[          , genome  7135] predictions:   49931/  50000 (99.86%), best:    9836/10000 (98.36%), error:       590.87189, best error:       551.47131 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 17.8340682983s, input_fired_time: 0.2887656093, output_fired_time: 0.0000000000, propagate_forward_time: 16.9188404083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6264629364
   testing[          , genome  7135] predictions:    9839/  10000 (98.39%), best:    9836/10000 (98.36%), error:       570.65186, best error:       551.47131 on epoch:    89, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
19:23:39 (11164): called boinc_finish(0)

</stderr_txt>
]]>