Nameexact_genome_1512568488_44_6205_1
Workunit2602373
Created7 Dec 2017, 18:37:06 UTC
Sent7 Dec 2017, 18:43:57 UTC
Report deadline15 Dec 2017, 21:32:54 UTC
Received8 Dec 2017, 17:43:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID68031
Run time3 hours 24 min 30 sec
CPU time2 hours 6 min 9 sec
Validate stateValid
Credit2,029.33
Device peak FLOPS3.30 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34

Stderr output

<core_client_version>7.0.80</core_client_version>
<![CDATA[
<stderr_txt>
: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 174.4031219482s, input_fired_time: 0.8273552656, output_fired_time: 0.6854274273, propagate_forward_time: 66.4233779907, propagate_backward_time: 100.6526412964, weight_update_time: 0.0946051553, other_time: 5.8143157959
epoch time: 13.6000661850s, input_fired_time: 0.1003164127, output_fired_time: 0.0000000000, propagate_forward_time: 13.1693944931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303556442
validation[          , genome  6205] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:      1028.04529, best error:      1028.04529 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 163.9840087891s, input_fired_time: 0.8290157318, output_fired_time: 2.6891031265, propagate_forward_time: 56.3839950562, propagate_backward_time: 99.2653427124, weight_update_time: 0.0957506150, other_time: 4.8165588379
epoch time: 14.4745597839s, input_fired_time: 1.0989725590, output_fired_time: 0.0000000000, propagate_forward_time: 13.0451440811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304433823
validation[          , genome  6205] predictions:    9661/  10000 (96.61%), best:    9690/10000 (96.90%), error:      1135.63074, best error:      1028.04529 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 175.7094421387s, input_fired_time: 0.8380717635, output_fired_time: 5.6904029846, propagate_forward_time: 49.7077865601, propagate_backward_time: 107.6540451050, weight_update_time: 0.0960549712, other_time: 11.8191375732
epoch time: 14.8294153214s, input_fired_time: 0.1052598283, output_fired_time: 0.0000000000, propagate_forward_time: 14.3784713745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3456840515
validation[          , genome  6205] predictions:    9628/  10000 (96.28%), best:    9690/10000 (96.90%), error:      1201.19446, best error:      1028.04529 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 182.5753479004s, input_fired_time: 2.8402824402, output_fired_time: 1.6991419792, propagate_forward_time: 60.6098098755, propagate_backward_time: 112.5905227661, weight_update_time: 0.0969784334, other_time: 4.8355865479
epoch time: 9.5481309891s, input_fired_time: 0.1015208364, output_fired_time: 0.0000000000, propagate_forward_time: 9.1074714661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391389847
validation[          , genome  6205] predictions:    9647/  10000 (96.47%), best:    9690/10000 (96.90%), error:      1101.52014, best error:      1028.04529 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 170.2648773193s, input_fired_time: 0.8404129148, output_fired_time: 1.6970093250, propagate_forward_time: 67.7573165894, propagate_backward_time: 95.0994491577, weight_update_time: 0.1290951520, other_time: 4.8706970215
epoch time: 14.5204353333s, input_fired_time: 0.1027828380, output_fired_time: 0.0000000000, propagate_forward_time: 14.0829067230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347454071
validation[          , genome  6205] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:      1016.27832, best error:      1016.27832 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 177.1960906982s, input_fired_time: 0.8378326297, output_fired_time: 0.7019914985, propagate_forward_time: 72.4558563232, propagate_backward_time: 95.3636322021, weight_update_time: 0.0956605077, other_time: 7.8367767334
epoch time: 14.5734519958s, input_fired_time: 0.1025520116, output_fired_time: 0.0000000000, propagate_forward_time: 13.1338186264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3370809555
validation[          , genome  6205] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1053.33716, best error:      1016.27832 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 254.3175048828s, input_fired_time: 13.0032691956, output_fired_time: 1.9683908224, propagate_forward_time: 82.9964675903, propagate_backward_time: 154.2188568115, weight_update_time: 0.1798308641, other_time: 2.1305389404
epoch time: 26.6759872437s, input_fired_time: 0.1351538450, output_fired_time: 0.0000000000, propagate_forward_time: 22.4577140808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.0831184387
validation[          , genome  6205] predictions:    9660/  10000 (96.60%), best:    9693/10000 (96.93%), error:      1101.82275, best error:      1016.27832 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 280.8442077637s, input_fired_time: 4.3403754234, output_fired_time: 8.8191995621, propagate_forward_time: 120.7994842529, propagate_backward_time: 143.6373138428, weight_update_time: 0.1078481972, other_time: 3.2478332520
epoch time: 21.0919132233s, input_fired_time: 0.1022473425, output_fired_time: 0.0000000000, propagate_forward_time: 17.5510139465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.4386520386
validation[          , genome  6205] predictions:    9655/  10000 (96.55%), best:    9693/10000 (96.93%), error:      1160.64783, best error:      1016.27832 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 264.8904113770s, input_fired_time: 2.0463073254, output_fired_time: 0.7397070527, propagate_forward_time: 110.8980102539, propagate_backward_time: 143.7684326172, weight_update_time: 0.0968403518, other_time: 7.4379577637
epoch time: 15.0213003159s, input_fired_time: 0.1044982374, output_fired_time: 0.0000000000, propagate_forward_time: 13.3125114441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6042909622
validation[          , genome  6205] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       935.68811, best error:       935.68811 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 287.8369445801s, input_fired_time: 5.2656092644, output_fired_time: 0.8995925188, propagate_forward_time: 109.1427230835, propagate_backward_time: 167.2538146973, weight_update_time: 1.0985560417, other_time: 5.2752075195
epoch time: 29.6962394714s, input_fired_time: 0.1531488299, output_fired_time: 0.0000000000, propagate_forward_time: 28.1237125397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4193782806
validation[          , genome  6205] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:       998.67340, best error:       935.68811 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 250.8165283203s, input_fired_time: 2.9019987583, output_fired_time: 1.1413172483, propagate_forward_time: 86.7042388916, propagate_backward_time: 152.9088745117, weight_update_time: 0.0964943767, other_time: 7.1601104736
epoch time: 35.1898918152s, input_fired_time: 0.1339424103, output_fired_time: 0.0000000000, propagate_forward_time: 34.6553726196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4005775452
validation[          , genome  6205] predictions:    9639/  10000 (96.39%), best:    9723/10000 (97.23%), error:      1192.63391, best error:       935.68811 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 307.3883666992s, input_fired_time: 7.8331627846, output_fired_time: 1.0406329632, propagate_forward_time: 112.9948577881, propagate_backward_time: 175.7097473145, weight_update_time: 0.1829086840, other_time: 9.8099822998
epoch time: 29.8331966400s, input_fired_time: 0.1500432938, output_fired_time: 0.0000000000, propagate_forward_time: 27.1456623077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5374908447
validation[          , genome  6205] predictions:    9705/  10000 (97.05%), best:    9723/10000 (97.23%), error:       984.32538, best error:       935.68811 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 287.2199401855s, input_fired_time: 4.3862714767, output_fired_time: 0.8928134441, propagate_forward_time: 92.9566726685, propagate_backward_time: 184.7409210205, weight_update_time: 0.0982169434, other_time: 4.2432708740
epoch time: 34.6462440491s, input_fired_time: 0.1826675683, output_fired_time: 0.0000000000, propagate_forward_time: 33.9615287781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020484924
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9723/10000 (97.23%), error:       994.85822, best error:       935.68811 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 321.5809631348s, input_fired_time: 2.0406267643, output_fired_time: 0.9322091341, propagate_forward_time: 125.4082336426, propagate_backward_time: 181.8553771973, weight_update_time: 0.1027266011, other_time: 11.3445129395
epoch time: 20.9084968567s, input_fired_time: 2.1878230572, output_fired_time: 0.0000000000, propagate_forward_time: 17.2535114288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4671630859
validation[          , genome  6205] predictions:    9720/  10000 (97.20%), best:    9720/10000 (97.20%), error:       873.38324, best error:       873.38324 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 305.6496276855s, input_fired_time: 4.3230447769, output_fired_time: 0.9643273354, propagate_forward_time: 91.1025161743, propagate_backward_time: 206.8847198486, weight_update_time: 0.1097423732, other_time: 2.3750152588
epoch time: 28.2227859497s, input_fired_time: 1.9877868891, output_fired_time: 0.0000000000, propagate_forward_time: 25.7289714813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5060272217
validation[          , genome  6205] predictions:    9625/  10000 (96.25%), best:    9720/10000 (97.20%), error:      1069.78210, best error:       873.38324 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 260.2455444336s, input_fired_time: 7.0139770508, output_fired_time: 0.7911099195, propagate_forward_time: 96.6706542969, propagate_backward_time: 146.4130706787, weight_update_time: 0.0997634083, other_time: 9.3567352295
epoch time: 32.6422958374s, input_fired_time: 1.2588106394, output_fired_time: 0.0000000000, propagate_forward_time: 30.6190414429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7644443512
validation[          , genome  6205] predictions:    9710/  10000 (97.10%), best:    9720/10000 (97.20%), error:       932.65466, best error:       873.38324 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 322.4227600098s, input_fired_time: 1.0315095186, output_fired_time: 0.9707879424, propagate_forward_time: 119.7673721313, propagate_backward_time: 191.5621948242, weight_update_time: 0.1165475473, other_time: 9.0908813477
epoch time: 29.3955078125s, input_fired_time: 0.1912921071, output_fired_time: 0.0000000000, propagate_forward_time: 28.4407482147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7634677887
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9720/10000 (97.20%), error:       937.77515, best error:       873.38324 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 291.0997009277s, input_fired_time: 1.0830833912, output_fired_time: 0.9430739284, propagate_forward_time: 100.0704727173, propagate_backward_time: 181.6208038330, weight_update_time: 0.0992282405, other_time: 7.3822784424
epoch time: 29.6241302490s, input_fired_time: 0.1355909109, output_fired_time: 0.0000000000, propagate_forward_time: 27.8250865936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6634521484
validation[          , genome  6205] predictions:    9688/  10000 (96.88%), best:    9720/10000 (97.20%), error:       987.29712, best error:       873.38324 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 434.2789306641s, input_fired_time: 1.4400944710, output_fired_time: 1.0421891212, propagate_forward_time: 166.3095397949, propagate_backward_time: 239.8457031250, weight_update_time: 0.1332630515, other_time: 25.6414184570
epoch time: 26.8465061188s, input_fired_time: 0.1468020082, output_fired_time: 0.0000000000, propagate_forward_time: 21.2080860138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4916172028
validation[          , genome  6205] predictions:    9704/  10000 (97.04%), best:    9720/10000 (97.20%), error:       971.14050, best error:       873.38324 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 349.5446472168s, input_fired_time: 6.5297698975, output_fired_time: 2.1724207401, propagate_forward_time: 111.1927719116, propagate_backward_time: 221.5944824219, weight_update_time: 2.0998895168, other_time: 8.0552062988
epoch time: 38.0038566589s, input_fired_time: 0.4355652034, output_fired_time: 0.0000000000, propagate_forward_time: 32.0139617920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5543289185
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       836.00330, best error:       836.00330 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 351.7300415039s, input_fired_time: 6.1783638000, output_fired_time: 1.0562304258, propagate_forward_time: 132.0554199219, propagate_backward_time: 203.1477813721, weight_update_time: 0.1471408755, other_time: 9.2922210693
epoch time: 37.1777267456s, input_fired_time: 3.8275885582, output_fired_time: 0.0000000000, propagate_forward_time: 32.2031860352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1469535828
validation[          , genome  6205] predictions:    9703/  10000 (97.03%), best:    9727/10000 (97.27%), error:       954.39618, best error:       836.00330 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 356.0433349609s, input_fired_time: 2.4007799625, output_fired_time: 3.5966284275, propagate_forward_time: 124.3346481323, propagate_backward_time: 206.7445373535, weight_update_time: 1.5476320982, other_time: 18.9667358398
epoch time: 18.0110187531s, input_fired_time: 0.1173670664, output_fired_time: 0.0000000000, propagate_forward_time: 17.4851131439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4085388184
validation[          , genome  6205] predictions:    9667/  10000 (96.67%), best:    9727/10000 (97.27%), error:      1025.68591, best error:       836.00330 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 290.0042419434s, input_fired_time: 1.1731721163, output_fired_time: 1.2978073359, propagate_forward_time: 112.0107727051, propagate_backward_time: 170.6926422119, weight_update_time: 0.1332538873, other_time: 4.8298187256
epoch time: 30.1392898560s, input_fired_time: 0.1077928096, output_fired_time: 0.0000000000, propagate_forward_time: 25.2317733765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7997245789
validation[          , genome  6205] predictions:    9733/  10000 (97.33%), best:    9727/10000 (97.27%), error:       932.33582, best error:       836.00330 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 275.4091796875s, input_fired_time: 1.1535459757, output_fired_time: 6.1946692467, propagate_forward_time: 99.1233596802, propagate_backward_time: 162.4955596924, weight_update_time: 0.1317444444, other_time: 6.4420623779
epoch time: 29.5448799133s, input_fired_time: 0.1241380796, output_fired_time: 0.0000000000, propagate_forward_time: 26.0948047638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3259372711
validation[          , genome  6205] predictions:    9736/  10000 (97.36%), best:    9727/10000 (97.27%), error:       889.06641, best error:       836.00330 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 258.3928222656s, input_fired_time: 6.9931430817, output_fired_time: 2.7270283699, propagate_forward_time: 91.8084259033, propagate_backward_time: 144.4938354492, weight_update_time: 2.4699058533, other_time: 12.3703765869
epoch time: 25.0068092346s, input_fired_time: 0.2791983187, output_fired_time: 0.0000000000, propagate_forward_time: 24.3461036682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815078735
validation[          , genome  6205] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:      1000.39886, best error:       836.00330 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 284.2737731934s, input_fired_time: 1.0951995850, output_fired_time: 3.9466083050, propagate_forward_time: 111.3558273315, propagate_backward_time: 164.4984283447, weight_update_time: 0.1061851531, other_time: 3.3777313232
epoch time: 24.8529663086s, input_fired_time: 2.4549248219, output_fired_time: 0.0000000000, propagate_forward_time: 21.8084621429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5895786285
validation[          , genome  6205] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:       994.28088, best error:       836.00330 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 312.8050231934s, input_fired_time: 9.8427381516, output_fired_time: 3.2641913891, propagate_forward_time: 94.5378036499, propagate_backward_time: 191.3054351807, weight_update_time: 0.1008099094, other_time: 13.8548431396
epoch time: 21.3988513947s, input_fired_time: 0.1321314126, output_fired_time: 0.0000000000, propagate_forward_time: 18.7486286163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5180912018
validation[          , genome  6205] predictions:    9726/  10000 (97.26%), best:    9727/10000 (97.27%), error:       883.24866, best error:       836.00330 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 288.8158264160s, input_fired_time: 1.5386878252, output_fired_time: 7.8070096970, propagate_forward_time: 108.0987625122, propagate_backward_time: 164.2747192383, weight_update_time: 0.1499355733, other_time: 7.0966491699
epoch time: 15.3895807266s, input_fired_time: 0.1295427829, output_fired_time: 0.0000000000, propagate_forward_time: 14.8667659760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932723999
validation[          , genome  6205] predictions:    9719/  10000 (97.19%), best:    9727/10000 (97.27%), error:       904.85638, best error:       836.00330 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 283.6736145020s, input_fired_time: 1.1219545603, output_fired_time: 0.8595280051, propagate_forward_time: 106.1258544922, propagate_backward_time: 171.3853912354, weight_update_time: 0.1095012426, other_time: 4.1808929443
epoch time: 18.1598834991s, input_fired_time: 2.1097095013, output_fired_time: 0.0000000000, propagate_forward_time: 13.4599390030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5902357101
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:      1017.19330, best error:       836.00330 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 473.5176086426s, input_fired_time: 9.9848518372, output_fired_time: 1.2834925652, propagate_forward_time: 173.1749114990, propagate_backward_time: 276.2492370605, weight_update_time: 0.2156503797, other_time: 12.8251037598
epoch time: 24.9754524231s, input_fired_time: 2.5045695305, output_fired_time: 0.0000000000, propagate_forward_time: 21.9968910217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4739913940
validation[          , genome  6205] predictions:    9712/  10000 (97.12%), best:    9727/10000 (97.27%), error:       934.01343, best error:       836.00330 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 438.9263000488s, input_fired_time: 5.8895611763, output_fired_time: 4.6199398041, propagate_forward_time: 144.6481933594, propagate_backward_time: 269.3097229004, weight_update_time: 0.2033954561, other_time: 14.4588928223
epoch time: 27.9181404114s, input_fired_time: 0.1090615019, output_fired_time: 0.0000000000, propagate_forward_time: 22.9098396301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.8992385864
validation[          , genome  6205] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       954.52814, best error:       836.00330 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 312.3476257324s, input_fired_time: 6.4323225021, output_fired_time: 1.8868029118, propagate_forward_time: 111.9373931885, propagate_backward_time: 184.6206359863, weight_update_time: 2.1654529572, other_time: 7.4704742432
epoch time: 17.7701492310s, input_fired_time: 0.1175147370, output_fired_time: 0.0000000000, propagate_forward_time: 15.2558364868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3967971802
validation[          , genome  6205] predictions:    9717/  10000 (97.17%), best:    9727/10000 (97.27%), error:       929.03735, best error:       836.00330 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 277.8919372559s, input_fired_time: 4.4650506973, output_fired_time: 0.8866956234, propagate_forward_time: 91.2579269409, propagate_backward_time: 175.7461242676, weight_update_time: 0.1543566734, other_time: 5.5361328125
epoch time: 19.8094711304s, input_fired_time: 0.2526861429, output_fired_time: 0.0000000000, propagate_forward_time: 18.8685913086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6881942749
validation[          , genome  6205] predictions:    9710/  10000 (97.10%), best:    9727/10000 (97.27%), error:       940.15027, best error:       836.00330 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 304.7343750000s, input_fired_time: 1.0532532930, output_fired_time: 4.7820115089, propagate_forward_time: 109.0000534058, propagate_backward_time: 185.6778106689, weight_update_time: 0.0963175297, other_time: 4.2212371826
epoch time: 20.1337623596s, input_fired_time: 0.1535786241, output_fired_time: 0.0000000000, propagate_forward_time: 18.4838333130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4963512421
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       986.48364, best error:       836.00330 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 340.7373962402s, input_fired_time: 6.5612330437, output_fired_time: 2.9790115356, propagate_forward_time: 127.6866226196, propagate_backward_time: 198.9127502441, weight_update_time: 0.1441896856, other_time: 4.5978088379
epoch time: 19.5261535645s, input_fired_time: 0.1065357402, output_fired_time: 0.0000000000, propagate_forward_time: 14.9684801102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4511384964
validation[          , genome  6205] predictions:    9718/  10000 (97.18%), best:    9727/10000 (97.27%), error:       886.71429, best error:       836.00330 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 287.4871215820s, input_fired_time: 3.4333167076, output_fired_time: 0.8800169826, propagate_forward_time: 110.4010543823, propagate_backward_time: 167.4316711426, weight_update_time: 0.1925904155, other_time: 5.3410644531
epoch time: 35.4619789124s, input_fired_time: 0.1439504623, output_fired_time: 0.0000000000, propagate_forward_time: 34.9392051697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788223267
validation[          , genome  6205] predictions:    9729/  10000 (97.29%), best:    9727/10000 (97.27%), error:       916.81195, best error:       836.00330 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 331.9044799805s, input_fired_time: 4.3363819122, output_fired_time: 0.9161564112, propagate_forward_time: 131.3731384277, propagate_backward_time: 182.2850646973, weight_update_time: 0.1525370181, other_time: 12.9937133789
epoch time: 20.4332942963s, input_fired_time: 0.1049657688, output_fired_time: 0.0000000000, propagate_forward_time: 17.5491905212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7791385651
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9727/10000 (97.27%), error:       843.40552, best error:       836.00330 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 248.4279937744s, input_fired_time: 2.9817240238, output_fired_time: 2.8149995804, propagate_forward_time: 84.7980041504, propagate_backward_time: 143.2540893555, weight_update_time: 0.1248654276, other_time: 14.5791778564
epoch time: 15.2051210403s, input_fired_time: 0.1235115752, output_fired_time: 0.0000000000, propagate_forward_time: 10.6201887131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4614210129
validation[          , genome  6205] predictions:    9745/  10000 (97.45%), best:    9727/10000 (97.27%), error:       880.74060, best error:       836.00330 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 251.3622894287s, input_fired_time: 4.0534920692, output_fired_time: 7.2818274498, propagate_forward_time: 98.7180252075, propagate_backward_time: 137.1112213135, weight_update_time: 0.0958542302, other_time: 4.1977081299
epoch time: 15.1015625000s, input_fired_time: 0.1382457763, output_fired_time: 0.0000000000, propagate_forward_time: 14.6212158203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421010971
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       859.72833, best error:       836.00330 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 349.1935729980s, input_fired_time: 3.9757328033, output_fired_time: 4.4150023460, propagate_forward_time: 125.6218566895, propagate_backward_time: 207.4744262695, weight_update_time: 0.0964708328, other_time: 7.7065429688
epoch time: 24.8260002136s, input_fired_time: 1.1824971437, output_fired_time: 0.0000000000, propagate_forward_time: 21.2002429962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4432601929
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       935.42419, best error:       836.00330 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 340.4208984375s, input_fired_time: 4.1753201485, output_fired_time: 2.9627599716, propagate_forward_time: 99.6334915161, propagate_backward_time: 222.9778900146, weight_update_time: 0.2455284148, other_time: 10.6714324951
epoch time: 25.2475395203s, input_fired_time: 2.4314973354, output_fired_time: 0.0000000000, propagate_forward_time: 16.7554378510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.0606040955
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       937.37927, best error:       836.00330 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 305.7457275391s, input_fired_time: 6.5739912987, output_fired_time: 4.0265879631, propagate_forward_time: 103.5336456299, propagate_backward_time: 182.2248840332, weight_update_time: 2.2207715511, other_time: 9.3866119385
epoch time: 44.8789596558s, input_fired_time: 0.2765832245, output_fired_time: 0.0000000000, propagate_forward_time: 35.9108276367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.6915473938
validation[          , genome  6205] predictions:    9739/  10000 (97.39%), best:    9727/10000 (97.27%), error:       861.05688, best error:       836.00330 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 354.6920166016s, input_fired_time: 3.4669890404, output_fired_time: 2.1437675953, propagate_forward_time: 135.5399932861, propagate_backward_time: 206.8470306396, weight_update_time: 0.2254418135, other_time: 6.6942443848
epoch time: 22.9486618042s, input_fired_time: 0.1660458148, output_fired_time: 0.0000000000, propagate_forward_time: 20.5313091278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2513065338
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       913.16705, best error:       836.00330 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 290.4045104980s, input_fired_time: 8.2836589813, output_fired_time: 3.1009604931, propagate_forward_time: 93.7984848022, propagate_backward_time: 175.4066314697, weight_update_time: 0.1669891775, other_time: 9.8147735596
epoch time: 29.2311038971s, input_fired_time: 0.1515722424, output_fired_time: 0.0000000000, propagate_forward_time: 28.4235534668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6559772491
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       906.62170, best error:       836.00330 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 281.6796264648s, input_fired_time: 0.9232382774, output_fired_time: 8.3382339478, propagate_forward_time: 100.5389709473, propagate_backward_time: 160.5596466064, weight_update_time: 0.0985229015, other_time: 11.3195343018
epoch time: 42.1140823364s, input_fired_time: 0.1537750512, output_fired_time: 0.0000000000, propagate_forward_time: 39.1557693481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.8045387268
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9727/10000 (97.27%), error:       888.75085, best error:       836.00330 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 289.3629150391s, input_fired_time: 3.0727088451, output_fired_time: 7.1525616646, propagate_forward_time: 105.4682693481, propagate_backward_time: 164.8738403320, weight_update_time: 0.1295017898, other_time: 8.7955322266
epoch time: 26.5745048523s, input_fired_time: 0.1442282647, output_fired_time: 0.0000000000, propagate_forward_time: 23.9574413300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.4728355408
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       884.94836, best error:       836.00330 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 305.2690124512s, input_fired_time: 5.5502200127, output_fired_time: 1.3672121763, propagate_forward_time: 109.8116760254, propagate_backward_time: 180.5686340332, weight_update_time: 0.1283023357, other_time: 7.9712524414
epoch time: 17.0032825470s, input_fired_time: 0.1152549759, output_fired_time: 0.0000000000, propagate_forward_time: 14.5004291534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3875980377
validation[          , genome  6205] predictions:    9709/  10000 (97.09%), best:    9727/10000 (97.27%), error:       921.09454, best error:       836.00330 on epoch:    34, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 340.1785583496s, input_fired_time: 7.7485623360, output_fired_time: 0.8785194159, propagate_forward_time: 124.1785888672, propagate_backward_time: 191.4252014160, weight_update_time: 2.7455561161, other_time: 15.9476928711
epoch time: 14.9283285141s, input_fired_time: 0.1121418253, output_fired_time: 0.0000000000, propagate_forward_time: 14.4545240402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616628647
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9727/10000 (97.27%), error:       955.18756, best error:       836.00330 on epoch:    34, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 263.8342590332s, input_fired_time: 12.1199607849, output_fired_time: 0.9102161527, propagate_forward_time: 105.9924087524, propagate_backward_time: 130.5645599365, weight_update_time: 0.1805942953, other_time: 14.2471160889
epoch time: 16.7840652466s, input_fired_time: 0.1075636670, output_fired_time: 0.0000000000, propagate_forward_time: 16.3020401001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744621277
validation[          , genome  6205] predictions:    9731/  10000 (97.31%), best:    9727/10000 (97.27%), error:       886.60748, best error:       836.00330 on epoch:    34, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 327.6767883301s, input_fired_time: 3.4761950970, output_fired_time: 1.0371898413, propagate_forward_time: 132.0970916748, propagate_backward_time: 171.8626556396, weight_update_time: 0.1166938618, other_time: 19.2036437988
epoch time: 15.5134811401s, input_fired_time: 0.1239817515, output_fired_time: 0.0000000000, propagate_forward_time: 14.0090732574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3804264069
validation[          , genome  6205] predictions:    9729/  10000 (97.29%), best:    9727/10000 (97.27%), error:       908.51361, best error:       836.00330 on epoch:    34, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 303.0985412598s, input_fired_time: 5.0326499939, output_fired_time: 0.9426702261, propagate_forward_time: 102.1223449707, propagate_backward_time: 180.1454315186, weight_update_time: 0.0973546878, other_time: 14.8554534912
epoch time: 21.4696731567s, input_fired_time: 2.2233116627, output_fired_time: 0.0000000000, propagate_forward_time: 14.7614383698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.4849224091
validation[          , genome  6205] predictions:    9660/  10000 (96.60%), best:    9727/10000 (97.27%), error:      1039.84973, best error:       836.00330 on epoch:    34, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 355.1115722656s, input_fired_time: 1.5350812674, output_fired_time: 0.8558563590, propagate_forward_time: 141.6968841553, propagate_backward_time: 199.7579193115, weight_update_time: 0.1593282819, other_time: 11.2658081055
epoch time: 10.7829265594s, input_fired_time: 0.1074795350, output_fired_time: 0.0000000000, propagate_forward_time: 9.8861360550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7893114090
validation[          , genome  6205] predictions:    9724/  10000 (97.24%), best:    9727/10000 (97.27%), error:       859.66980, best error:       836.00330 on epoch:    34, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 300.0103454590s, input_fired_time: 3.0214710236, output_fired_time: 2.7776510715, propagate_forward_time: 102.8329620361, propagate_backward_time: 188.3078765869, weight_update_time: 0.1126372665, other_time: 3.0703735352
epoch time: 17.7191715240s, input_fired_time: 0.1073596328, output_fired_time: 0.0000000000, propagate_forward_time: 13.0787267685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5330858231
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       888.78491, best error:       836.00330 on epoch:    34, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 266.8320617676s, input_fired_time: 8.2713298798, output_fired_time: 1.9369745255, propagate_forward_time: 99.1724243164, propagate_backward_time: 151.2640991211, weight_update_time: 0.9825034142, other_time: 6.1872253418
epoch time: 25.6807327271s, input_fired_time: 0.2203521878, output_fired_time: 0.0000000000, propagate_forward_time: 22.8260784149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6343021393
validation[          , genome  6205] predictions:    9730/  10000 (97.30%), best:    9727/10000 (97.27%), error:       863.27722, best error:       836.00330 on epoch:    34, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 320.0296630859s, input_fired_time: 3.4256715775, output_fired_time: 0.8757918477, propagate_forward_time: 109.9652252197, propagate_backward_time: 196.8623504639, weight_update_time: 0.1606695801, other_time: 8.9006347656
epoch time: 22.1919593811s, input_fired_time: 4.2032985687, output_fired_time: 0.0000000000, propagate_forward_time: 16.4978694916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4907913208
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9727/10000 (97.27%), error:       920.36536, best error:       836.00330 on epoch:    34, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 301.6720275879s, input_fired_time: 2.5120196342, output_fired_time: 5.0204067230, propagate_forward_time: 121.6270904541, propagate_backward_time: 170.1247558594, weight_update_time: 0.1436387151, other_time: 2.3877410889
epoch time: 16.5200786591s, input_fired_time: 0.1782387644, output_fired_time: 0.0000000000, propagate_forward_time: 15.8909769058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4508638382
validation[          , genome  6205] predictions:    9733/  10000 (97.33%), best:    9727/10000 (97.27%), error:       855.04193, best error:       836.00330 on epoch:    34, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 275.3403930664s, input_fired_time: 2.9599449635, output_fired_time: 3.9673078060, propagate_forward_time: 96.7157745361, propagate_backward_time: 162.5313415527, weight_update_time: 0.1251030266, other_time: 9.1660308838
epoch time: 22.1990776062s, input_fired_time: 2.1736369133, output_fired_time: 0.0000000000, propagate_forward_time: 19.6819705963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3434696198
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9727/10000 (97.27%), error:       904.15979, best error:       836.00330 on epoch:    34, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 392.7198181152s, input_fired_time: 4.1697702408, output_fired_time: 3.1841289997, propagate_forward_time: 152.9813232422, propagate_backward_time: 226.2080993652, weight_update_time: 0.1917173564, other_time: 6.1764831543
epoch time: 35.4963150024s, input_fired_time: 0.1694027185, output_fired_time: 0.0000000000, propagate_forward_time: 33.6740493774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6528625488
validation[          , genome  6205] predictions:    9699/  10000 (96.99%), best:    9727/10000 (97.27%), error:       945.32001, best error:       836.00330 on epoch:    34, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 310.0079345703s, input_fired_time: 6.4803709984, output_fired_time: 1.3306307793, propagate_forward_time: 105.8005676270, propagate_backward_time: 192.5970001221, weight_update_time: 0.1663117409, other_time: 3.7993621826
epoch time: 22.0260410309s, input_fired_time: 0.2054550201, output_fired_time: 0.0000000000, propagate_forward_time: 20.0803661346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7402191162
validation[          , genome  6205] predictions:    9672/  10000 (96.72%), best:    9727/10000 (97.27%), error:      1066.60071, best error:       836.00330 on epoch:    34, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 365.1788940430s, input_fired_time: 2.4099783897, output_fired_time: 5.2405390739, propagate_forward_time: 138.2917022705, propagate_backward_time: 213.2818756104, weight_update_time: 0.1535346359, other_time: 5.9548034668
epoch time: 25.1339435577s, input_fired_time: 0.1985601485, output_fired_time: 0.0000000000, propagate_forward_time: 24.4239845276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113983154
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9727/10000 (97.27%), error:       840.72144, best error:       836.00330 on epoch:    34, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 333.1981506348s, input_fired_time: 0.9818261266, output_fired_time: 1.3401046991, propagate_forward_time: 134.6020355225, propagate_backward_time: 190.4855346680, weight_update_time: 0.2511172891, other_time: 5.7886505127
epoch time: 20.6853809357s, input_fired_time: 2.4895832539, output_fired_time: 0.0000000000, propagate_forward_time: 17.8184967041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773002625
validation[          , genome  6205] predictions:    9747/  10000 (97.47%), best:    9727/10000 (97.27%), error:       838.73523, best error:       836.00330 on epoch:    34, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 285.8497619629s, input_fired_time: 1.8001656532, output_fired_time: 0.8593552113, propagate_forward_time: 93.5244750977, propagate_backward_time: 176.0241088867, weight_update_time: 0.3649440110, other_time: 13.6416625977
epoch time: 22.9787273407s, input_fired_time: 0.1504787356, output_fired_time: 0.0000000000, propagate_forward_time: 22.4393978119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3888511658
validation[          , genome  6205] predictions:    9714/  10000 (97.14%), best:    9727/10000 (97.27%), error:       939.20294, best error:       836.00330 on epoch:    34, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 275.1961975098s, input_fired_time: 4.1103439331, output_fired_time: 0.8280882239, propagate_forward_time: 95.6337051392, propagate_backward_time: 169.7018280029, weight_update_time: 0.1298966259, other_time: 4.9222259521
epoch time: 25.1214447021s, input_fired_time: 0.1419019103, output_fired_time: 0.0000000000, propagate_forward_time: 24.4223728180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5571708679
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       939.71936, best error:       836.00330 on epoch:    34, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 336.1418151855s, input_fired_time: 8.2922630310, output_fired_time: 4.1350483894, propagate_forward_time: 127.8266448975, propagate_backward_time: 189.2674102783, weight_update_time: 0.1427334696, other_time: 6.6204528809
epoch time: 12.6066169739s, input_fired_time: 0.1050491557, output_fired_time: 0.0000000000, propagate_forward_time: 12.1664390564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351287842
validation[          , genome  6205] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       831.83539, best error:       831.83539 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 176.9745788574s, input_fired_time: 0.8670185208, output_fired_time: 0.7079153061, propagate_forward_time: 68.9454879761, propagate_backward_time: 104.6094055176, weight_update_time: 0.0977404863, other_time: 1.8447494507
epoch time: 12.6890726089s, input_fired_time: 0.1076686159, output_fired_time: 0.0000000000, propagate_forward_time: 10.2246026993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3568010330
validation[          , genome  6205] predictions:    9744/  10000 (97.44%), best:    9737/10000 (97.37%), error:       855.77179, best error:       831.83539 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 179.4325866699s, input_fired_time: 6.8730702400, output_fired_time: 1.6900314093, propagate_forward_time: 56.8860092163, propagate_backward_time: 112.1463317871, weight_update_time: 0.0962592214, other_time: 1.8371353149
epoch time: 14.5854883194s, input_fired_time: 0.1051525474, output_fired_time: 0.0000000000, propagate_forward_time: 14.1498746872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304615021
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       816.81384, best error:       816.81384 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 168.5920410156s, input_fired_time: 3.0510623455, output_fired_time: 2.7109293938, propagate_forward_time: 64.6920776367, propagate_backward_time: 93.2889328003, weight_update_time: 0.0951250121, other_time: 4.8490524292
epoch time: 13.5639429092s, input_fired_time: 0.1060873643, output_fired_time: 0.0000000000, propagate_forward_time: 11.1233739853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3344812393
validation[          , genome  6205] predictions:    9749/  10000 (97.49%), best:    9749/10000 (97.49%), error:       830.59863, best error:       816.81384 on epoch:    80, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 175.1425933838s, input_fired_time: 1.8530080318, output_fired_time: 0.7015619278, propagate_forward_time: 56.5754051208, propagate_backward_time: 109.2124710083, weight_update_time: 0.0961576477, other_time: 6.8001327515
epoch time: 14.5285348892s, input_fired_time: 1.1049104929, output_fired_time: 0.0000000000, propagate_forward_time: 13.0893764496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342475891
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9749/10000 (97.49%), error:       867.53772, best error:       816.81384 on epoch:    80, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 185.9606018066s, input_fired_time: 2.8674778938, output_fired_time: 0.6850786209, propagate_forward_time: 73.9545822144, propagate_backward_time: 102.6003036499, weight_update_time: 0.0985027328, other_time: 5.8531646729
epoch time: 9.1989488602s, input_fired_time: 0.1091124266, output_fired_time: 0.0000000000, propagate_forward_time: 8.7461690903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3436670303
validation[          , genome  6205] predictions:    9752/  10000 (97.52%), best:    9749/10000 (97.49%), error:       832.37427, best error:       816.81384 on epoch:    80, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 182.8855438232s, input_fired_time: 0.9538588524, output_fired_time: 3.7375481129, propagate_forward_time: 70.5026473999, propagate_backward_time: 99.7350769043, weight_update_time: 0.1022530124, other_time: 7.9564132690
epoch time: 15.0711164474s, input_fired_time: 3.1239511967, output_fired_time: 0.0000000000, propagate_forward_time: 11.5801677704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669977188
validation[          , genome  6205] predictions:    9663/  10000 (96.63%), best:    9749/10000 (97.49%), error:      1146.85266, best error:       816.81384 on epoch:    80, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 190.7704467773s, input_fired_time: 2.9660983086, output_fired_time: 0.7520514727, propagate_forward_time: 73.0619888306, propagate_backward_time: 107.9903182983, weight_update_time: 0.1023957059, other_time: 6.0000000000
epoch time: 15.5681238174s, input_fired_time: 0.1220020950, output_fired_time: 0.0000000000, propagate_forward_time: 15.0560188293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901033401
validation[          , genome  6205] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       797.51563, best error:       797.51563 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 179.4142456055s, input_fired_time: 0.9348646998, output_fired_time: 3.7435922623, propagate_forward_time: 58.5736160278, propagate_backward_time: 108.7056961060, weight_update_time: 0.1002916247, other_time: 7.4564819336
epoch time: 14.5112018585s, input_fired_time: 0.1052684411, output_fired_time: 0.0000000000, propagate_forward_time: 14.0712070465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347263336
validation[          , genome  6205] predictions:    9735/  10000 (97.35%), best:    9752/10000 (97.52%), error:       899.46997, best error:       797.51563 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 186.2646942139s, input_fired_time: 4.8888654709, output_fired_time: 0.7007454634, propagate_forward_time: 72.9711685181, propagate_backward_time: 100.8141555786, weight_update_time: 1.0960654020, other_time: 6.8897552490
epoch time: 15.0022163391s, input_fired_time: 0.1182227135, output_fired_time: 0.0000000000, propagate_forward_time: 13.5228042603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3611888885
validation[          , genome  6205] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       909.90057, best error:       797.51563 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 184.0509490967s, input_fired_time: 0.9006323814, output_fired_time: 0.7177744508, propagate_forward_time: 72.4304580688, propagate_backward_time: 108.0675506592, weight_update_time: 0.0967774913, other_time: 1.9345321655
epoch time: 14.6071157455s, input_fired_time: 0.1076619849, output_fired_time: 0.0000000000, propagate_forward_time: 14.1648931503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3345603943
validation[          , genome  6205] predictions:    9765/  10000 (97.65%), best:    9752/10000 (97.52%), error:       817.49237, best error:       797.51563 on epoch:    85, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 177.7977447510s, input_fired_time: 0.9022184610, output_fired_time: 1.7329685688, propagate_forward_time: 58.5863456726, propagate_backward_time: 109.6162490845, weight_update_time: 0.1159988269, other_time: 6.9599533081
epoch time: 14.7279520035s, input_fired_time: 0.1051054969, output_fired_time: 0.0000000000, propagate_forward_time: 14.2923746109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304719925
validation[          , genome  6205] predictions:    9695/  10000 (96.95%), best:    9752/10000 (97.52%), error:       970.26654, best error:       797.51563 on epoch:    85, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 177.8197174072s, input_fired_time: 3.8644440174, output_fired_time: 0.6863231659, propagate_forward_time: 58.7001991272, propagate_backward_time: 110.7464752197, weight_update_time: 0.0961142033, other_time: 3.8222808838
epoch time: 13.4888992310s, input_fired_time: 0.1053025350, output_fired_time: 0.0000000000, propagate_forward_time: 13.0543031693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292932510
validation[          , genome  6205] predictions:    9605/  10000 (96.05%), best:    9752/10000 (97.52%), error:      1241.56213, best error:       797.51563 on epoch:    85, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 177.9293212891s, input_fired_time: 4.8568468094, output_fired_time: 0.6928014755, propagate_forward_time: 61.7856941223, propagate_backward_time: 108.7694778442, weight_update_time: 0.0953085497, other_time: 1.8245162964
epoch time: 13.5987787247s, input_fired_time: 0.1055572033, output_fired_time: 0.0000000000, propagate_forward_time: 13.1562108994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370103836
validation[          , genome  6205] predictions:    9704/  10000 (97.04%), best:    9752/10000 (97.52%), error:       992.84991, best error:       797.51563 on epoch:    85, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 165.1143798828s, input_fired_time: 1.8633095026, output_fired_time: 1.6905784607, propagate_forward_time: 60.6935691833, propagate_backward_time: 96.3470535278, weight_update_time: 0.0950389430, other_time: 4.5198593140
epoch time: 14.4542236328s, input_fired_time: 0.1072891206, output_fired_time: 0.0000000000, propagate_forward_time: 11.0186033249, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3283309937
validation[          , genome  6205] predictions:    9742/  10000 (97.42%), best:    9752/10000 (97.52%), error:       833.97034, best error:       797.51563 on epoch:    85, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 178.2575988770s, input_fired_time: 0.8679167628, output_fired_time: 0.7072350979, propagate_forward_time: 67.0521926880, propagate_backward_time: 101.7523574829, weight_update_time: 0.0950880200, other_time: 7.8778991699
epoch time: 13.6059446335s, input_fired_time: 0.1073464006, output_fired_time: 0.0000000000, propagate_forward_time: 9.1628007889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.3357973099
validation[          , genome  6205] predictions:    9669/  10000 (96.69%), best:    9752/10000 (97.52%), error:      1019.51776, best error:       797.51563 on epoch:    85, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 169.4770355225s, input_fired_time: 2.8826341629, output_fired_time: 2.6933140755, propagate_forward_time: 56.6483383179, propagate_backward_time: 97.2972869873, weight_update_time: 0.0958940014, other_time: 9.9554672241
epoch time: 14.5501346588s, input_fired_time: 0.1080305576, output_fired_time: 0.0000000000, propagate_forward_time: 11.1051883698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3369159698
validation[          , genome  6205] predictions:    9741/  10000 (97.41%), best:    9752/10000 (97.52%), error:       833.97711, best error:       797.51563 on epoch:    85, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 162.5007324219s, input_fired_time: 0.8737244606, output_fired_time: 0.7054142952, propagate_forward_time: 55.6427307129, propagate_backward_time: 101.4476470947, weight_update_time: 0.0965247750, other_time: 3.8312225342
epoch time: 14.5974588394s, input_fired_time: 0.1068847999, output_fired_time: 0.0000000000, propagate_forward_time: 14.1531677246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374061584
validation[          , genome  6205] predictions:    9674/  10000 (96.74%), best:    9752/10000 (97.52%), error:      1015.29694, best error:       797.51563 on epoch:    85, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 172.1181030273s, input_fired_time: 0.8688738346, output_fired_time: 1.6929888725, propagate_forward_time: 69.4248886108, propagate_backward_time: 98.3038558960, weight_update_time: 0.0962301046, other_time: 1.8274841309
epoch time: 12.5022401810s, input_fired_time: 0.1061178371, output_fired_time: 0.0000000000, propagate_forward_time: 12.0643720627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317499161
validation[          , genome  6205] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       921.92218, best error:       797.51563 on epoch:    85, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 168.6867370605s, input_fired_time: 4.8713068962, output_fired_time: 0.6970070601, propagate_forward_time: 63.8170242310, propagate_backward_time: 94.4606170654, weight_update_time: 0.0972473994, other_time: 4.8407821655
epoch time: 14.6322536469s, input_fired_time: 0.1105231494, output_fired_time: 0.0000000000, propagate_forward_time: 14.1820535660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396768570
validation[          , genome  6205] predictions:    9705/  10000 (97.05%), best:    9752/10000 (97.52%), error:       981.35962, best error:       797.51563 on epoch:    85, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 181.6054229736s, input_fired_time: 0.8782904744, output_fired_time: 4.7232894897, propagate_forward_time: 59.9310150146, propagate_backward_time: 113.2001724243, weight_update_time: 0.0966721475, other_time: 2.8726577759
epoch time: 11.6067218781s, input_fired_time: 0.1075318828, output_fired_time: 0.0000000000, propagate_forward_time: 11.1638174057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353729248
validation[          , genome  6205] predictions:    9716/  10000 (97.16%), best:    9752/10000 (97.52%), error:       936.25684, best error:       797.51563 on epoch:    85, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 180.7794799805s, input_fired_time: 2.8917219639, output_fired_time: 5.8027811050, propagate_forward_time: 53.2117576599, propagate_backward_time: 112.9995651245, weight_update_time: 0.0975467786, other_time: 5.8736495972
epoch time: 15.6552343369s, input_fired_time: 0.1112648994, output_fired_time: 0.0000000000, propagate_forward_time: 15.1834478378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605213165
validation[          , genome  6205] predictions:    9706/  10000 (97.06%), best:    9752/10000 (97.52%), error:       939.87177, best error:       797.51563 on epoch:    85, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 184.6282501221s, input_fired_time: 4.0008587837, output_fired_time: 0.7194114327, propagate_forward_time: 58.8558959961, propagate_backward_time: 115.1395416260, weight_update_time: 0.1010903567, other_time: 5.9125518799
epoch time: 17.5934486389s, input_fired_time: 0.1232333332, output_fired_time: 0.0000000000, propagate_forward_time: 17.0473823547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4228324890
validation[          , genome  6205] predictions:    9727/  10000 (97.27%), best:    9752/10000 (97.52%), error:       896.71130, best error:       797.51563 on epoch:    85, 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: 74.5329895020s, input_fired_time: 0.5607853532, output_fired_time: 0.0000000000, propagate_forward_time: 69.2014541626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.7707519531
best training[          , genome  6205] predictions:   49572/  50000 (99.14%), best:    9752/10000 (97.52%), error:      1751.31409, best error:       797.51563 on epoch:    85, 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: 14.7600517273s, input_fired_time: 0.1111486480, output_fired_time: 0.0000000000, propagate_forward_time: 14.2904138565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584890366
   testing[          , genome  6205] predictions:    9763/  10000 (97.63%), best:    9752/10000 (97.52%), error:       761.18768, best error:       797.51563 on epoch:    85, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
18:22:33 (2720): called boinc_finish(0)

</stderr_txt>
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