Nameexact_genome_1512568488_43_4848_0
Workunit2595554
Created7 Dec 2017, 12:07:31 UTC
Sent7 Dec 2017, 12:11:22 UTC
Report deadline18 Dec 2017, 9:10:58 UTC
Received9 Dec 2017, 0:22:27 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time5 hours 28 min 25 sec
CPU time5 hours 28 min 21 sec
Validate stateValid
Credit2,718.68
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.25 MB
Peak swap size155.69 MB
Peak disk usage2.35 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
023.43115 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 180.1848449707s, input_fired_time: 1.9292734861, output_fired_time: 1.7852139473, propagate_forward_time: 69.0879821777, propagate_backward_time: 104.1217575073, weight_update_time: 0.1962507069, other_time: 3.2606124878
epoch time: 14.6218433380s, input_fired_time: 0.2322156727, output_fired_time: 0.0000000000, propagate_forward_time: 13.8112411499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5783863068
validation[          , genome  4848] predictions:    9629/  10000 (96.29%), best:    9691/10000 (96.91%), error:      1191.16418, best error:      1023.43115 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 178.6818542480s, input_fired_time: 1.8869122267, output_fired_time: 1.7617893219, propagate_forward_time: 68.6293334961, propagate_backward_time: 103.2325363159, weight_update_time: 0.1916323006, other_time: 3.1712722778
epoch time: 14.4478588104s, input_fired_time: 0.2332899719, output_fired_time: 0.0000000000, propagate_forward_time: 13.6377172470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768518448
validation[          , genome  4848] predictions:    9686/  10000 (96.86%), best:    9691/10000 (96.91%), error:      1048.55908, best error:      1023.43115 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 179.5016784668s, input_fired_time: 1.8813408613, output_fired_time: 1.7748377323, propagate_forward_time: 68.9051513672, propagate_backward_time: 103.8243560791, weight_update_time: 0.1885001063, other_time: 3.1159820557
epoch time: 14.5416994095s, input_fired_time: 0.2288933098, output_fired_time: 0.0000000000, propagate_forward_time: 13.7528858185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599203110
validation[          , genome  4848] predictions:    9655/  10000 (96.55%), best:    9691/10000 (96.91%), error:      1097.28796, best error:      1023.43115 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 179.1284179688s, input_fired_time: 1.9262243509, output_fired_time: 1.7716863155, propagate_forward_time: 68.7427139282, propagate_backward_time: 103.4379196167, weight_update_time: 0.1951088756, other_time: 3.2498779297
epoch time: 14.5449924469s, input_fired_time: 0.2314002663, output_fired_time: 0.0000000000, propagate_forward_time: 13.7572040558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563879013
validation[          , genome  4848] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       976.66016, best error:       976.66016 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 178.9353332520s, input_fired_time: 1.8787440062, output_fired_time: 1.7718018293, propagate_forward_time: 68.7536468506, propagate_backward_time: 103.3974456787, weight_update_time: 0.1899242848, other_time: 3.1336975098
epoch time: 14.5344619751s, input_fired_time: 0.2283823490, output_fired_time: 0.0000000000, propagate_forward_time: 13.7460393906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5600404739
validation[          , genome  4848] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       869.93347, best error:       869.93347 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 179.0353546143s, input_fired_time: 1.8959118128, output_fired_time: 1.7665606737, propagate_forward_time: 68.8527450562, propagate_backward_time: 103.3493576050, weight_update_time: 0.1913219690, other_time: 3.1707916260
epoch time: 14.5500326157s, input_fired_time: 0.2287933379, output_fired_time: 0.0000000000, propagate_forward_time: 13.7605133057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5607261658
validation[          , genome  4848] predictions:    9696/  10000 (96.96%), best:    9718/10000 (97.18%), error:       997.54297, best error:       869.93347 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 179.8025054932s, input_fired_time: 1.8966405392, output_fired_time: 1.7787625790, propagate_forward_time: 69.1229248047, propagate_backward_time: 103.8523864746, weight_update_time: 0.1916789860, other_time: 3.1517944336
epoch time: 14.5201721191s, input_fired_time: 0.2332476676, output_fired_time: 0.0000000000, propagate_forward_time: 13.7096290588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772953033
validation[          , genome  4848] predictions:    9730/  10000 (97.30%), best:    9718/10000 (97.18%), error:       928.06366, best error:       869.93347 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 179.3157348633s, input_fired_time: 1.9201579094, output_fired_time: 1.7770270109, propagate_forward_time: 68.7543869019, propagate_backward_time: 103.6351089478, weight_update_time: 0.1946554333, other_time: 3.2290649414
epoch time: 14.5281763077s, input_fired_time: 0.2317496240, output_fired_time: 0.0000000000, propagate_forward_time: 13.7216053009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5748214722
validation[          , genome  4848] predictions:    9714/  10000 (97.14%), best:    9718/10000 (97.18%), error:       943.98273, best error:       869.93347 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 179.7515563965s, input_fired_time: 1.9234915972, output_fired_time: 1.7735096216, propagate_forward_time: 69.0179367065, propagate_backward_time: 103.8044509888, weight_update_time: 0.1949407011, other_time: 3.2321624756
epoch time: 14.6281890869s, input_fired_time: 0.2348007411, output_fired_time: 0.0000000000, propagate_forward_time: 13.8135347366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798540115
validation[          , genome  4848] predictions:    9675/  10000 (96.75%), best:    9718/10000 (97.18%), error:       996.82269, best error:       869.93347 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 178.9477081299s, input_fired_time: 1.9102561474, output_fired_time: 1.7710330486, propagate_forward_time: 68.7432708740, propagate_backward_time: 103.3312149048, weight_update_time: 0.1931817532, other_time: 3.1919326782
epoch time: 14.5888252258s, input_fired_time: 0.2310371697, output_fired_time: 0.0000000000, propagate_forward_time: 13.7942724228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635156631
validation[          , genome  4848] predictions:    9659/  10000 (96.59%), best:    9718/10000 (97.18%), error:      1090.41748, best error:       869.93347 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 179.4100494385s, input_fired_time: 1.8914276361, output_fired_time: 1.7675893307, propagate_forward_time: 69.0157241821, propagate_backward_time: 103.5935516357, weight_update_time: 0.1904081553, other_time: 3.1417465210
epoch time: 14.6309604645s, input_fired_time: 0.2312737405, output_fired_time: 0.0000000000, propagate_forward_time: 13.8365364075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631504059
validation[          , genome  4848] predictions:    9711/  10000 (97.11%), best:    9718/10000 (97.18%), error:       909.11859, best error:       869.93347 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 179.3843994141s, input_fired_time: 1.9320483208, output_fired_time: 1.7737665176, propagate_forward_time: 68.8805923462, propagate_backward_time: 103.5534362793, weight_update_time: 0.1943179220, other_time: 3.2445449829
epoch time: 14.5805931091s, input_fired_time: 0.2334449887, output_fired_time: 0.0000000000, propagate_forward_time: 13.7688608170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782871246
validation[          , genome  4848] predictions:    9662/  10000 (96.62%), best:    9718/10000 (97.18%), error:      1074.98682, best error:       869.93347 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 178.9015808105s, input_fired_time: 1.9323617220, output_fired_time: 1.7781095505, propagate_forward_time: 68.6669158936, propagate_backward_time: 103.2737808228, weight_update_time: 0.1950683445, other_time: 3.2504196167
epoch time: 14.5257396698s, input_fired_time: 0.2338452637, output_fired_time: 0.0000000000, propagate_forward_time: 13.7139425278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5779514313
validation[          , genome  4848] predictions:    9584/  10000 (95.84%), best:    9718/10000 (97.18%), error:      1274.17932, best error:       869.93347 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 178.8924713135s, input_fired_time: 1.9286438227, output_fired_time: 1.7622390985, propagate_forward_time: 68.7101364136, propagate_backward_time: 103.2420959473, weight_update_time: 0.1925798953, other_time: 3.2493515015
epoch time: 14.5302267075s, input_fired_time: 0.2351305634, output_fired_time: 0.0000000000, propagate_forward_time: 13.7152013779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798950195
validation[          , genome  4848] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       861.98376, best error:       861.98376 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 178.9174957275s, input_fired_time: 1.9303703308, output_fired_time: 1.7618148327, propagate_forward_time: 68.6234207153, propagate_backward_time: 103.3404464722, weight_update_time: 0.1922797859, other_time: 3.2614440918
epoch time: 14.6305112839s, input_fired_time: 0.2361688763, output_fired_time: 0.0000000000, propagate_forward_time: 13.8150243759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793180466
validation[          , genome  4848] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       833.19604, best error:       833.19604 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 179.5876617432s, input_fired_time: 1.8937028646, output_fired_time: 1.7817730904, propagate_forward_time: 68.9449920654, propagate_backward_time: 103.8369293213, weight_update_time: 0.1904115826, other_time: 3.1302642822
epoch time: 14.5909872055s, input_fired_time: 0.2337495536, output_fired_time: 0.0000000000, propagate_forward_time: 13.7778072357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794305801
validation[          , genome  4848] predictions:    9682/  10000 (96.82%), best:    9736/10000 (97.36%), error:      1013.68030, best error:       833.19604 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 179.4920959473s, input_fired_time: 1.9199187756, output_fired_time: 1.7707902193, propagate_forward_time: 68.8893585205, propagate_backward_time: 103.6946945190, weight_update_time: 0.1932223737, other_time: 3.2173233032
epoch time: 14.5713453293s, input_fired_time: 0.2346170992, output_fired_time: 0.0000000000, propagate_forward_time: 13.7614479065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752801895
validation[          , genome  4848] predictions:    9657/  10000 (96.57%), best:    9736/10000 (97.36%), error:      1117.49207, best error:       833.19604 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 178.7633056641s, input_fired_time: 1.9340227842, output_fired_time: 1.7590211630, propagate_forward_time: 68.5631866455, propagate_backward_time: 103.2491683960, weight_update_time: 0.1931288093, other_time: 3.2579116821
epoch time: 14.5734014511s, input_fired_time: 0.2344329506, output_fired_time: 0.0000000000, propagate_forward_time: 13.7632179260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5757503510
validation[          , genome  4848] predictions:    9700/  10000 (97.00%), best:    9736/10000 (97.36%), error:       967.75610, best error:       833.19604 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 179.1805114746s, input_fired_time: 1.9241802692, output_fired_time: 1.7746387720, propagate_forward_time: 68.7441101074, propagate_backward_time: 103.5291290283, weight_update_time: 0.1928806901, other_time: 3.2084503174
epoch time: 14.5167942047s, input_fired_time: 0.2331464142, output_fired_time: 0.0000000000, propagate_forward_time: 13.7066078186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770397186
validation[          , genome  4848] predictions:    9710/  10000 (97.10%), best:    9736/10000 (97.36%), error:       936.89240, best error:       833.19604 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 179.6686859131s, input_fired_time: 1.8986036777, output_fired_time: 1.7788230181, propagate_forward_time: 69.0049743652, propagate_backward_time: 103.8626708984, weight_update_time: 0.1897776425, other_time: 3.1236114502
epoch time: 14.6221542358s, input_fired_time: 0.2323899120, output_fired_time: 0.0000000000, propagate_forward_time: 13.8287830353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5609817505
validation[          , genome  4848] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       952.34393, best error:       833.19604 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 179.9286651611s, input_fired_time: 1.9243031740, output_fired_time: 1.7761068344, propagate_forward_time: 69.0606842041, propagate_backward_time: 103.9578552246, weight_update_time: 0.1933735162, other_time: 3.2097167969
epoch time: 14.4340085983s, input_fired_time: 0.2297702134, output_fired_time: 0.0000000000, propagate_forward_time: 13.6460390091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5581989288
validation[          , genome  4848] predictions:    9751/  10000 (97.51%), best:    9736/10000 (97.36%), error:       855.02405, best error:       833.19604 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 179.3285675049s, input_fired_time: 1.8958719969, output_fired_time: 1.7717144489, propagate_forward_time: 68.7719802856, propagate_backward_time: 103.7674255371, weight_update_time: 0.1907564253, other_time: 3.1215744019
epoch time: 14.6296787262s, input_fired_time: 0.2327671051, output_fired_time: 0.0000000000, propagate_forward_time: 13.8348169327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620946884
validation[          , genome  4848] predictions:    9716/  10000 (97.16%), best:    9736/10000 (97.36%), error:       945.13599, best error:       833.19604 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 179.7725067139s, input_fired_time: 1.8991476297, output_fired_time: 1.7686452866, propagate_forward_time: 69.0561218262, propagate_backward_time: 103.9208374023, weight_update_time: 0.1901539862, other_time: 3.1277465820
epoch time: 14.5368309021s, input_fired_time: 0.2319828272, output_fired_time: 0.0000000000, propagate_forward_time: 13.7430543900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617933273
validation[          , genome  4848] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       921.46527, best error:       833.19604 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 179.1257324219s, input_fired_time: 1.8928911686, output_fired_time: 1.7700960636, propagate_forward_time: 68.8814086914, propagate_backward_time: 103.4552459717, weight_update_time: 0.1905615181, other_time: 3.1260833740
epoch time: 14.5011777878s, input_fired_time: 0.2347700447, output_fired_time: 0.0000000000, propagate_forward_time: 13.6901826859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5762252808
validation[          , genome  4848] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       900.73163, best error:       833.19604 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 179.1185913086s, input_fired_time: 1.9003392458, output_fired_time: 1.7692856789, propagate_forward_time: 68.8568572998, propagate_backward_time: 103.4610748291, weight_update_time: 0.1887004972, other_time: 3.1310272217
epoch time: 14.5236415863s, input_fired_time: 0.2325726897, output_fired_time: 0.0000000000, propagate_forward_time: 13.7320508957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5590181351
validation[          , genome  4848] predictions:    9662/  10000 (96.62%), best:    9736/10000 (97.36%), error:      1175.09241, best error:       833.19604 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 178.7697753906s, input_fired_time: 1.9374362230, output_fired_time: 1.7671606541, propagate_forward_time: 68.6085128784, propagate_backward_time: 103.1939010620, weight_update_time: 0.1956121773, other_time: 3.2627563477
epoch time: 14.5652227402s, input_fired_time: 0.2365426123, output_fired_time: 0.0000000000, propagate_forward_time: 13.7502565384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784235001
validation[          , genome  4848] predictions:    9713/  10000 (97.13%), best:    9736/10000 (97.36%), error:       898.87958, best error:       833.19604 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 178.8240356445s, input_fired_time: 1.9357653856, output_fired_time: 1.7673970461, propagate_forward_time: 68.5917739868, propagate_backward_time: 103.3013763428, weight_update_time: 0.1940053254, other_time: 3.2277297974
epoch time: 14.5299310684s, input_fired_time: 0.2364482880, output_fired_time: 0.0000000000, propagate_forward_time: 13.7157392502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5777435303
validation[          , genome  4848] predictions:    9721/  10000 (97.21%), best:    9736/10000 (97.36%), error:       914.18164, best error:       833.19604 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 178.7986450195s, input_fired_time: 1.9459501505, output_fired_time: 1.7633173466, propagate_forward_time: 68.6178283691, propagate_backward_time: 103.2131500244, weight_update_time: 0.1950851381, other_time: 3.2583923340
epoch time: 14.6545543671s, input_fired_time: 0.2385643274, output_fired_time: 0.0000000000, propagate_forward_time: 13.8365373611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794525146
validation[          , genome  4848] predictions:    9729/  10000 (97.29%), best:    9736/10000 (97.36%), error:       846.32666, best error:       833.19604 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 179.3591156006s, input_fired_time: 1.9030978680, output_fired_time: 1.7685767412, propagate_forward_time: 68.9905624390, propagate_backward_time: 103.5568237305, weight_update_time: 0.1909079254, other_time: 3.1400680542
epoch time: 14.6226005554s, input_fired_time: 0.2325040400, output_fired_time: 0.0000000000, propagate_forward_time: 13.8265771866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5635194778
validation[          , genome  4848] predictions:    9735/  10000 (97.35%), best:    9736/10000 (97.36%), error:       850.95020, best error:       833.19604 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 179.1081848145s, input_fired_time: 1.9426826239, output_fired_time: 1.7643455267, propagate_forward_time: 68.7958984375, propagate_backward_time: 103.3436813354, weight_update_time: 0.1959294230, other_time: 3.2615737915
epoch time: 14.5791397095s, input_fired_time: 0.2359331548, output_fired_time: 0.0000000000, propagate_forward_time: 13.7638416290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793647766
validation[          , genome  4848] predictions:    9722/  10000 (97.22%), best:    9736/10000 (97.36%), error:       911.78381, best error:       833.19604 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 180.2416381836s, input_fired_time: 1.9486891031, output_fired_time: 1.7859718800, propagate_forward_time: 69.1558761597, propagate_backward_time: 104.0962066650, weight_update_time: 0.1968315989, other_time: 3.2549057007
epoch time: 14.5684604645s, input_fired_time: 0.2379583269, output_fired_time: 0.0000000000, propagate_forward_time: 13.7523622513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5781402588
validation[          , genome  4848] predictions:    9704/  10000 (97.04%), best:    9736/10000 (97.36%), error:       991.19653, best error:       833.19604 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 178.5609588623s, input_fired_time: 1.9361625910, output_fired_time: 1.7675765753, propagate_forward_time: 68.4415130615, propagate_backward_time: 103.1814422607, weight_update_time: 0.1941850334, other_time: 3.2342681885
epoch time: 14.4648075104s, input_fired_time: 0.2367383391, output_fired_time: 0.0000000000, propagate_forward_time: 13.6530132294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5750560760
validation[          , genome  4848] predictions:    9683/  10000 (96.83%), best:    9736/10000 (97.36%), error:       984.29608, best error:       833.19604 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 180.2145080566s, input_fired_time: 1.9527931213, output_fired_time: 1.7848049402, propagate_forward_time: 69.1400299072, propagate_backward_time: 104.0858917236, weight_update_time: 0.1941708475, other_time: 3.2509918213
epoch time: 14.5243186951s, input_fired_time: 0.2367242128, output_fired_time: 0.0000000000, propagate_forward_time: 13.7072544098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5803403854
validation[          , genome  4848] predictions:    9743/  10000 (97.43%), best:    9736/10000 (97.36%), error:       861.68622, best error:       833.19604 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 179.2089538574s, input_fired_time: 1.9465366602, output_fired_time: 1.7629716396, propagate_forward_time: 68.7624969482, propagate_backward_time: 103.4946289063, weight_update_time: 0.1957210153, other_time: 3.2423248291
epoch time: 14.5454931259s, input_fired_time: 0.2376951426, output_fired_time: 0.0000000000, propagate_forward_time: 13.7295980453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782003403
validation[          , genome  4848] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       958.36792, best error:       833.19604 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 178.9315490723s, input_fired_time: 1.9253628254, output_fired_time: 1.7724310160, propagate_forward_time: 68.6396026611, propagate_backward_time: 103.4139022827, weight_update_time: 0.1930113584, other_time: 3.1802444458
epoch time: 14.5244951248s, input_fired_time: 0.2337602675, output_fired_time: 0.0000000000, propagate_forward_time: 13.7342643738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5564708710
validation[          , genome  4848] predictions:    9698/  10000 (96.98%), best:    9736/10000 (97.36%), error:       996.62079, best error:       833.19604 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 178.8836364746s, input_fired_time: 1.9038476944, output_fired_time: 1.7647939920, propagate_forward_time: 68.7755737305, propagate_backward_time: 103.3152160645, weight_update_time: 0.1891420782, other_time: 3.1241912842
epoch time: 14.5920667648s, input_fired_time: 0.2321781069, output_fired_time: 0.0000000000, propagate_forward_time: 13.7967300415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5631589890
validation[          , genome  4848] predictions:    9686/  10000 (96.86%), best:    9736/10000 (97.36%), error:      1003.78357, best error:       833.19604 on epoch:    29, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 180.5355834961s, input_fired_time: 1.9631898403, output_fired_time: 1.7881736755, propagate_forward_time: 69.2333068848, propagate_backward_time: 104.2955627441, weight_update_time: 0.1959705651, other_time: 3.2553405762
epoch time: 14.5886640549s, input_fired_time: 0.2331165224, output_fired_time: 0.0000000000, propagate_forward_time: 13.7953233719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602245331
validation[          , genome  4848] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       915.26581, best error:       833.19604 on epoch:    29, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 179.4992370605s, input_fired_time: 1.9212266207, output_fired_time: 1.7721554041, propagate_forward_time: 68.9411697388, propagate_backward_time: 103.7131500244, weight_update_time: 0.1917202175, other_time: 3.1515274048
epoch time: 14.5978097916s, input_fired_time: 0.2391479313, output_fired_time: 0.0000000000, propagate_forward_time: 13.7796678543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789937973
validation[          , genome  4848] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       831.91321, best error:       831.91321 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 179.4950103760s, input_fired_time: 1.9556881189, output_fired_time: 1.7741483450, propagate_forward_time: 68.9736785889, propagate_backward_time: 103.5365142822, weight_update_time: 0.1942567974, other_time: 3.2549743652
epoch time: 14.5421466827s, input_fired_time: 0.2336734831, output_fired_time: 0.0000000000, propagate_forward_time: 13.7409772873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5674962997
validation[          , genome  4848] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       865.92743, best error:       831.91321 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 178.8318176270s, input_fired_time: 1.9470658302, output_fired_time: 1.7657432556, propagate_forward_time: 68.5291519165, propagate_backward_time: 103.3341217041, weight_update_time: 0.1938535869, other_time: 3.2557296753
epoch time: 14.4926891327s, input_fired_time: 0.2386764139, output_fired_time: 0.0000000000, propagate_forward_time: 13.6751031876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789098740
validation[          , genome  4848] predictions:    9711/  10000 (97.11%), best:    9727/10000 (97.27%), error:       859.87323, best error:       831.91321 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 179.0695495605s, input_fired_time: 1.9086148739, output_fired_time: 1.7724169493, propagate_forward_time: 68.7228164673, propagate_backward_time: 103.5311431885, weight_update_time: 0.1907084137, other_time: 3.1345596313
epoch time: 14.4701261520s, input_fired_time: 0.2324480414, output_fired_time: 0.0000000000, propagate_forward_time: 13.6774253845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5602531433
validation[          , genome  4848] predictions:    9723/  10000 (97.23%), best:    9727/10000 (97.27%), error:       906.63696, best error:       831.91321 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.5150604248s, input_fired_time: 1.9025822878, output_fired_time: 1.7635118961, propagate_forward_time: 68.5618667603, propagate_backward_time: 103.1664581299, weight_update_time: 0.1900381595, other_time: 3.1206283569
epoch time: 14.5784692764s, input_fired_time: 0.2352262586, output_fired_time: 0.0000000000, propagate_forward_time: 13.7810554504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5621871948
validation[          , genome  4848] predictions:    9708/  10000 (97.08%), best:    9727/10000 (97.27%), error:       916.76685, best error:       831.91321 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 179.2009887695s, input_fired_time: 1.9186863899, output_fired_time: 1.7677567005, propagate_forward_time: 68.9169998169, propagate_backward_time: 103.4612655640, weight_update_time: 0.1909300983, other_time: 3.1362762451
epoch time: 14.5634193420s, input_fired_time: 0.2350788265, output_fired_time: 0.0000000000, propagate_forward_time: 13.7681579590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601825714
validation[          , genome  4848] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       857.86768, best error:       831.91321 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 180.8421783447s, input_fired_time: 1.9741442204, output_fired_time: 1.7852585316, propagate_forward_time: 69.3641891479, propagate_backward_time: 104.4553298950, weight_update_time: 0.1952306926, other_time: 3.2632446289
epoch time: 14.6108951569s, input_fired_time: 0.2391654551, output_fired_time: 0.0000000000, propagate_forward_time: 13.7923898697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793399811
validation[          , genome  4848] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       829.81506, best error:       829.81506 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 179.8620758057s, input_fired_time: 1.9608409405, output_fired_time: 1.7779610157, propagate_forward_time: 69.0364990234, propagate_backward_time: 103.8295822144, weight_update_time: 0.1950571984, other_time: 3.2571945190
epoch time: 14.5441350937s, input_fired_time: 0.2395750433, output_fired_time: 0.0000000000, propagate_forward_time: 13.7213296890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5832300186
validation[          , genome  4848] predictions:    9739/  10000 (97.39%), best:    9753/10000 (97.53%), error:       835.84509, best error:       829.81506 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 179.7746582031s, input_fired_time: 1.9194371700, output_fired_time: 1.7785094976, propagate_forward_time: 69.1092453003, propagate_backward_time: 103.8487014771, weight_update_time: 0.1916904151, other_time: 3.1187744141
epoch time: 14.6434822083s, input_fired_time: 0.2349199653, output_fired_time: 0.0000000000, propagate_forward_time: 13.8471841812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5613784790
validation[          , genome  4848] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       781.58081, best error:       781.58081 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 180.0890960693s, input_fired_time: 1.9623812437, output_fired_time: 1.7880129814, propagate_forward_time: 68.9996109009, propagate_backward_time: 104.0756378174, weight_update_time: 0.1945225745, other_time: 3.2634506226
epoch time: 14.6663408279s, input_fired_time: 0.2381740361, output_fired_time: 0.0000000000, propagate_forward_time: 13.8509140015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5772523880
validation[          , genome  4848] predictions:    9751/  10000 (97.51%), best:    9763/10000 (97.63%), error:       867.72479, best error:       781.58081 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 179.5978851318s, input_fired_time: 1.9194881916, output_fired_time: 1.7770038843, propagate_forward_time: 69.0097503662, propagate_backward_time: 103.7609481812, weight_update_time: 0.1901647002, other_time: 3.1306838989
epoch time: 14.6249980927s, input_fired_time: 0.2360911369, output_fired_time: 0.0000000000, propagate_forward_time: 13.8272562027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5616502762
validation[          , genome  4848] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       802.94598, best error:       781.58081 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 179.5985717773s, input_fired_time: 1.9652632475, output_fired_time: 1.7750598192, propagate_forward_time: 68.9668121338, propagate_backward_time: 103.6286849976, weight_update_time: 0.1932923496, other_time: 3.2627639771
epoch time: 14.5570974350s, input_fired_time: 0.2363624126, output_fired_time: 0.0000000000, propagate_forward_time: 13.7574319839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5633029938
validation[          , genome  4848] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       767.59979, best error:       767.59979 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 179.3561706543s, input_fired_time: 1.9180018902, output_fired_time: 1.7653036118, propagate_forward_time: 68.9430313110, propagate_backward_time: 103.6016235352, weight_update_time: 0.1909824014, other_time: 3.1282119751
epoch time: 14.5536937714s, input_fired_time: 0.2361223698, output_fired_time: 0.0000000000, propagate_forward_time: 13.7590932846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5584783554
validation[          , genome  4848] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:       932.13641, best error:       767.59979 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 179.3716888428s, input_fired_time: 1.9428917170, output_fired_time: 1.7749158144, propagate_forward_time: 68.8950424194, propagate_backward_time: 103.5469894409, weight_update_time: 0.1945223957, other_time: 3.2118530273
epoch time: 14.6003198624s, input_fired_time: 0.2363812625, output_fired_time: 0.0000000000, propagate_forward_time: 13.8022327423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5617055893
validation[          , genome  4848] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       791.61182, best error:       767.59979 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 179.1600952148s, input_fired_time: 1.9549881220, output_fired_time: 1.7652901411, propagate_forward_time: 68.7363357544, propagate_backward_time: 103.4604644775, weight_update_time: 0.1933290958, other_time: 3.2430191040
epoch time: 14.6242237091s, input_fired_time: 0.2390244305, output_fired_time: 0.0000000000, propagate_forward_time: 13.8126811981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725183487
validation[          , genome  4848] predictions:    9706/  10000 (97.06%), best:    9758/10000 (97.58%), error:       972.61823, best error:       767.59979 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 180.6917724609s, input_fired_time: 1.9669942856, output_fired_time: 1.7860530615, propagate_forward_time: 69.3096313477, propagate_backward_time: 104.3871231079, weight_update_time: 0.1948155612, other_time: 3.2419662476
epoch time: 14.6959657669s, input_fired_time: 0.2427856177, output_fired_time: 0.0000000000, propagate_forward_time: 13.8716402054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5815401077
validation[          , genome  4848] predictions:    9741/  10000 (97.41%), best:    9758/10000 (97.58%), error:       801.33612, best error:       767.59979 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 179.0796661377s, input_fired_time: 1.9160659313, output_fired_time: 1.7722979784, propagate_forward_time: 68.7012023926, propagate_backward_time: 103.5644378662, weight_update_time: 0.1912948638, other_time: 3.1256713867
epoch time: 14.4685440063s, input_fired_time: 0.2376665324, output_fired_time: 0.0000000000, propagate_forward_time: 13.6707391739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5601387024
validation[          , genome  4848] predictions:    9739/  10000 (97.39%), best:    9758/10000 (97.58%), error:       851.60144, best error:       767.59979 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 179.4567871094s, input_fired_time: 1.9265726805, output_fired_time: 1.7719575167, propagate_forward_time: 68.9064407349, propagate_backward_time: 103.7191238403, weight_update_time: 0.1885786504, other_time: 3.1326904297
epoch time: 14.6181106567s, input_fired_time: 0.2366588265, output_fired_time: 0.0000000000, propagate_forward_time: 13.8196258545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618257523
validation[          , genome  4848] predictions:    9698/  10000 (96.98%), best:    9758/10000 (97.58%), error:       985.73279, best error:       767.59979 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 179.5278015137s, input_fired_time: 1.9246383905, output_fired_time: 1.7741965055, propagate_forward_time: 69.0009307861, propagate_backward_time: 103.6962509155, weight_update_time: 0.1906230748, other_time: 3.1317825317
epoch time: 14.4902896881s, input_fired_time: 0.2352710664, output_fired_time: 0.0000000000, propagate_forward_time: 13.6941776276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5608406067
validation[          , genome  4848] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       864.69812, best error:       767.59979 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 179.4698791504s, input_fired_time: 1.9344267845, output_fired_time: 1.7710397243, propagate_forward_time: 69.0186157227, propagate_backward_time: 103.5719604492, weight_update_time: 0.1907960027, other_time: 3.1738281250
epoch time: 14.5998630524s, input_fired_time: 0.2425287962, output_fired_time: 0.0000000000, propagate_forward_time: 13.7773017883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5800323486
validation[          , genome  4848] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       822.15216, best error:       767.59979 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 178.8482513428s, input_fired_time: 1.9626886845, output_fired_time: 1.7654771805, propagate_forward_time: 68.6154251099, propagate_backward_time: 103.2481384277, weight_update_time: 0.1954262555, other_time: 3.2565231323
epoch time: 14.5151338577s, input_fired_time: 0.2415357232, output_fired_time: 0.0000000000, propagate_forward_time: 13.6934289932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5801687241
validation[          , genome  4848] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:       901.46490, best error:       767.59979 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 178.9788208008s, input_fired_time: 1.9643865824, output_fired_time: 1.7646064758, propagate_forward_time: 68.7596969604, propagate_backward_time: 103.2360916138, weight_update_time: 0.1944157779, other_time: 3.2540435791
epoch time: 14.5767030716s, input_fired_time: 0.2413055003, output_fired_time: 0.0000000000, propagate_forward_time: 13.7560987473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792989731
validation[          , genome  4848] predictions:    9757/  10000 (97.57%), best:    9758/10000 (97.58%), error:       861.10840, best error:       767.59979 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 179.5386657715s, input_fired_time: 1.9616281986, output_fired_time: 1.7776950598, propagate_forward_time: 68.9201889038, propagate_backward_time: 103.6327819824, weight_update_time: 0.1925233901, other_time: 3.2463760376
epoch time: 14.5751237869s, input_fired_time: 0.2410534769, output_fired_time: 0.0000000000, propagate_forward_time: 13.7548122406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792579651
validation[          , genome  4848] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       854.80920, best error:       767.59979 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 179.5388488770s, input_fired_time: 1.9292193651, output_fired_time: 1.7740908861, propagate_forward_time: 68.9574203491, propagate_backward_time: 103.7362365723, weight_update_time: 0.1901368648, other_time: 3.1418838501
epoch time: 14.6342124939s, input_fired_time: 0.2385691702, output_fired_time: 0.0000000000, propagate_forward_time: 13.8317613602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5638818741
validation[          , genome  4848] predictions:    9742/  10000 (97.42%), best:    9758/10000 (97.58%), error:       813.61761, best error:       767.59979 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.7409820557s, input_fired_time: 1.9223077297, output_fired_time: 1.7604501247, propagate_forward_time: 68.6574783325, propagate_backward_time: 103.2773132324, weight_update_time: 0.1895804107, other_time: 3.1234359741
epoch time: 14.6287317276s, input_fired_time: 0.2366742790, output_fired_time: 0.0000000000, propagate_forward_time: 13.8297920227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5622653961
validation[          , genome  4848] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       812.48584, best error:       767.59979 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 180.3228607178s, input_fired_time: 1.9811819792, output_fired_time: 1.7840610743, propagate_forward_time: 69.0780258179, propagate_backward_time: 104.2167053223, weight_update_time: 0.1962277740, other_time: 3.2628860474
epoch time: 14.5610370636s, input_fired_time: 0.2368528694, output_fired_time: 0.0000000000, propagate_forward_time: 13.7630882263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610961914
validation[          , genome  4848] predictions:    9724/  10000 (97.24%), best:    9758/10000 (97.58%), error:       863.54852, best error:       767.59979 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 179.3460083008s, input_fired_time: 1.9710929394, output_fired_time: 1.7727484703, propagate_forward_time: 68.8896789551, propagate_backward_time: 103.4673538208, weight_update_time: 0.1943182945, other_time: 3.2451248169
epoch time: 14.5923709869s, input_fired_time: 0.2391624302, output_fired_time: 0.0000000000, propagate_forward_time: 13.7749166489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782918930
validation[          , genome  4848] predictions:    9755/  10000 (97.55%), best:    9758/10000 (97.58%), error:       837.17517, best error:       767.59979 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 179.5188751221s, input_fired_time: 1.9239698648, output_fired_time: 1.7748094797, propagate_forward_time: 68.9298477173, propagate_backward_time: 103.7663879395, weight_update_time: 0.1908024102, other_time: 3.1238632202
epoch time: 14.6046218872s, input_fired_time: 0.2392252237, output_fired_time: 0.0000000000, propagate_forward_time: 13.8026428223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5627536774
validation[          , genome  4848] predictions:    9731/  10000 (97.31%), best:    9758/10000 (97.58%), error:       884.49365, best error:       767.59979 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 179.5503540039s, input_fired_time: 1.9291654825, output_fired_time: 1.7691683769, propagate_forward_time: 69.0039825439, propagate_backward_time: 103.7064056396, weight_update_time: 0.1909710467, other_time: 3.1416320801
epoch time: 14.5999450684s, input_fired_time: 0.2380603701, output_fired_time: 0.0000000000, propagate_forward_time: 13.8006629944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5612220764
validation[          , genome  4848] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       898.66583, best error:       767.59979 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 179.3277282715s, input_fired_time: 1.9270726442, output_fired_time: 1.7692418098, propagate_forward_time: 68.9591064453, propagate_backward_time: 103.5378112793, weight_update_time: 0.1901793182, other_time: 3.1344909668
epoch time: 14.5671119690s, input_fired_time: 0.2392731309, output_fired_time: 0.0000000000, propagate_forward_time: 13.7722311020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5556077957
validation[          , genome  4848] predictions:    9747/  10000 (97.47%), best:    9758/10000 (97.58%), error:       818.66217, best error:       767.59979 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 179.4620056152s, input_fired_time: 1.9720189571, output_fired_time: 1.7683401108, propagate_forward_time: 68.8795089722, propagate_backward_time: 103.5844650269, weight_update_time: 0.1949796081, other_time: 3.2576751709
epoch time: 14.5768871307s, input_fired_time: 0.2435480058, output_fired_time: 0.0000000000, propagate_forward_time: 13.7564973831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5768413544
validation[          , genome  4848] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       877.50397, best error:       767.59979 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 179.6849212646s, input_fired_time: 1.9323800802, output_fired_time: 1.7746282816, propagate_forward_time: 68.9699249268, propagate_backward_time: 103.8842926025, weight_update_time: 0.1907366216, other_time: 3.1237030029
epoch time: 14.5585193634s, input_fired_time: 0.2389300615, output_fired_time: 0.0000000000, propagate_forward_time: 13.7589817047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606079102
validation[          , genome  4848] predictions:    9707/  10000 (97.07%), best:    9758/10000 (97.58%), error:       953.21924, best error:       767.59979 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 180.1813812256s, input_fired_time: 1.9790778160, output_fired_time: 1.7808419466, propagate_forward_time: 69.1058807373, propagate_backward_time: 104.0536804199, weight_update_time: 0.1957374066, other_time: 3.2619018555
epoch time: 14.5160179138s, input_fired_time: 0.2416737378, output_fired_time: 0.0000000000, propagate_forward_time: 13.6973381042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770063400
validation[          , genome  4848] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       836.69501, best error:       767.59979 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 179.9067077637s, input_fired_time: 1.9510606527, output_fired_time: 1.7764394283, propagate_forward_time: 69.1273269653, propagate_backward_time: 103.8712310791, weight_update_time: 0.1933798343, other_time: 3.1806411743
epoch time: 14.5741882324s, input_fired_time: 0.2435522974, output_fired_time: 0.0000000000, propagate_forward_time: 13.7497968674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5808391571
validation[          , genome  4848] predictions:    9744/  10000 (97.44%), best:    9758/10000 (97.58%), error:       828.15900, best error:       767.59979 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 180.0148315430s, input_fired_time: 1.9315629005, output_fired_time: 1.7745503187, propagate_forward_time: 69.1050872803, propagate_backward_time: 104.0867462158, weight_update_time: 0.1913449466, other_time: 3.1168823242
epoch time: 14.6471767426s, input_fired_time: 0.2398659587, output_fired_time: 0.0000000000, propagate_forward_time: 13.8453006744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620098114
validation[          , genome  4848] predictions:    9746/  10000 (97.46%), best:    9758/10000 (97.58%), error:       868.08575, best error:       767.59979 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 179.6340637207s, input_fired_time: 1.9323922396, output_fired_time: 1.7760328054, propagate_forward_time: 68.9636383057, propagate_backward_time: 103.8366088867, weight_update_time: 0.1905496567, other_time: 3.1253967285
epoch time: 14.4767055511s, input_fired_time: 0.2399757653, output_fired_time: 0.0000000000, propagate_forward_time: 13.6760301590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5606994629
validation[          , genome  4848] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       780.60254, best error:       767.59979 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 178.6968688965s, input_fired_time: 1.9675325155, output_fired_time: 1.7665243149, propagate_forward_time: 68.4980773926, propagate_backward_time: 103.2107620239, weight_update_time: 0.1926625967, other_time: 3.2539749146
epoch time: 14.6587285995s, input_fired_time: 0.2423648089, output_fired_time: 0.0000000000, propagate_forward_time: 13.8374557495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789079666
validation[          , genome  4848] predictions:    9733/  10000 (97.33%), best:    9758/10000 (97.58%), error:       836.51648, best error:       767.59979 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 179.7088317871s, input_fired_time: 1.9548097849, output_fired_time: 1.7763390541, propagate_forward_time: 68.9899673462, propagate_backward_time: 103.8010864258, weight_update_time: 0.1930692941, other_time: 3.1866378784
epoch time: 14.6504774094s, input_fired_time: 0.2435774654, output_fired_time: 0.0000000000, propagate_forward_time: 13.8274164200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5794839859
validation[          , genome  4848] predictions:    9730/  10000 (97.30%), best:    9758/10000 (97.58%), error:       858.74103, best error:       767.59979 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 179.1808776855s, input_fired_time: 1.9361582994, output_fired_time: 1.7700712681, propagate_forward_time: 68.8961334229, propagate_backward_time: 103.4534301758, weight_update_time: 0.1892647147, other_time: 3.1250915527
epoch time: 14.5637521744s, input_fired_time: 0.2414797544, output_fired_time: 0.0000000000, propagate_forward_time: 13.7583217621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639505386
validation[          , genome  4848] predictions:    9732/  10000 (97.32%), best:    9758/10000 (97.58%), error:       870.24097, best error:       767.59979 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 179.9458007813s, input_fired_time: 1.9757595062, output_fired_time: 1.7767531872, propagate_forward_time: 69.0503082275, propagate_backward_time: 103.8958587646, weight_update_time: 0.1941158324, other_time: 3.2471313477
epoch time: 14.4872884750s, input_fired_time: 0.2416877449, output_fired_time: 0.0000000000, propagate_forward_time: 13.6663742065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792264938
validation[          , genome  4848] predictions:    9729/  10000 (97.29%), best:    9758/10000 (97.58%), error:       858.25537, best error:       767.59979 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 180.4392547607s, input_fired_time: 1.9821468592, output_fired_time: 1.7828574181, propagate_forward_time: 69.1692504883, propagate_backward_time: 104.2436981201, weight_update_time: 0.1944635063, other_time: 3.2613067627
epoch time: 14.6637897491s, input_fired_time: 0.2445163578, output_fired_time: 0.0000000000, propagate_forward_time: 13.8394098282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5798635483
validation[          , genome  4848] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       843.28253, best error:       767.59979 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 179.6687927246s, input_fired_time: 1.9276008606, output_fired_time: 1.7770396471, propagate_forward_time: 68.9616699219, propagate_backward_time: 103.8703842163, weight_update_time: 0.1896990687, other_time: 3.1321029663
epoch time: 14.6368780136s, input_fired_time: 0.2402277738, output_fired_time: 0.0000000000, propagate_forward_time: 13.8348302841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5618200302
validation[          , genome  4848] predictions:    9721/  10000 (97.21%), best:    9758/10000 (97.58%), error:       914.34595, best error:       767.59979 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 180.0361938477s, input_fired_time: 1.9753994942, output_fired_time: 1.7790843248, propagate_forward_time: 69.0367584229, propagate_backward_time: 103.9856262207, weight_update_time: 0.1939897984, other_time: 3.2593231201
epoch time: 14.7002191544s, input_fired_time: 0.2431208342, output_fired_time: 0.0000000000, propagate_forward_time: 13.8768091202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802888870
validation[          , genome  4848] predictions:    9748/  10000 (97.48%), best:    9758/10000 (97.58%), error:       849.26398, best error:       767.59979 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 179.2894287109s, input_fired_time: 1.9550449848, output_fired_time: 1.7734107971, propagate_forward_time: 68.9077301025, propagate_backward_time: 103.4977493286, weight_update_time: 0.1910406351, other_time: 3.1554946899
epoch time: 14.5870962143s, input_fired_time: 0.2448145598, output_fired_time: 0.0000000000, propagate_forward_time: 13.7675848007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746965408
validation[          , genome  4848] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       764.08850, best error:       764.08850 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 180.5914154053s, input_fired_time: 1.9950405359, output_fired_time: 1.7832391262, propagate_forward_time: 69.2714385986, propagate_backward_time: 104.2754898071, weight_update_time: 0.1958491504, other_time: 3.2662124634
epoch time: 14.6961708069s, input_fired_time: 0.2469785064, output_fired_time: 0.0000000000, propagate_forward_time: 13.8695325851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5796594620
validation[          , genome  4848] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       833.16144, best error:       764.08850 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 179.1338653564s, input_fired_time: 1.9492616653, output_fired_time: 1.7641340494, propagate_forward_time: 68.8339462280, propagate_backward_time: 103.4214401245, weight_update_time: 0.1919181347, other_time: 3.1650848389
epoch time: 14.5898857117s, input_fired_time: 0.2406194806, output_fired_time: 0.0000000000, propagate_forward_time: 13.7897586823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5595073700
validation[          , genome  4848] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:      1007.14612, best error:       764.08850 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 179.1979217529s, input_fired_time: 1.9669582844, output_fired_time: 1.7677056789, propagate_forward_time: 68.8725585938, propagate_backward_time: 103.3737716675, weight_update_time: 0.1925371140, other_time: 3.2169265747
epoch time: 14.5349903107s, input_fired_time: 0.2403563559, output_fired_time: 0.0000000000, propagate_forward_time: 13.7325506210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5620832443
validation[          , genome  4848] predictions:    9732/  10000 (97.32%), best:    9752/10000 (97.52%), error:       835.30963, best error:       764.08850 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 179.8941650391s, input_fired_time: 1.9487490654, output_fired_time: 1.7837725878, propagate_forward_time: 69.1611633301, propagate_backward_time: 103.8623733521, weight_update_time: 0.1905035079, other_time: 3.1381149292
epoch time: 14.6405277252s, input_fired_time: 0.2390898764, output_fired_time: 0.0000000000, propagate_forward_time: 13.8403244019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611133575
validation[          , genome  4848] predictions:    9724/  10000 (97.24%), best:    9752/10000 (97.52%), error:       865.93201, best error:       764.08850 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 179.6614990234s, input_fired_time: 1.9758902788, output_fired_time: 1.7695963383, propagate_forward_time: 68.9667510986, propagate_backward_time: 103.7066650391, weight_update_time: 0.1951747686, other_time: 3.2425994873
epoch time: 14.6200504303s, input_fired_time: 0.2445216030, output_fired_time: 0.0000000000, propagate_forward_time: 13.7967433929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5787858963
validation[          , genome  4848] predictions:    9740/  10000 (97.40%), best:    9752/10000 (97.52%), error:       876.55286, best error:       764.08850 on epoch:    95, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 73.3522338867s, input_fired_time: 1.2084493637, output_fired_time: 0.0000000000, propagate_forward_time: 69.2784957886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8652877808
best training[          , genome  4848] predictions:   49741/  50000 (99.48%), best:    9752/10000 (97.52%), error:      1287.34314, best error:       764.08850 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 14.5483760834s, input_fired_time: 0.2423071563, output_fired_time: 0.0000000000, propagate_forward_time: 13.7286529541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5774164200
   testing[          , genome  4848] predictions:    9777/  10000 (97.77%), best:    9752/10000 (97.52%), error:       734.35846, best error:       764.08850 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:22:00 (3332): called boinc_finish(0)

</stderr_txt>
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